From ec655143528f8e8dbc7897cc3c1e59865672c7ef Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Mon, 13 Jan 2025 11:29:54 +0100 Subject: [PATCH 001/329] MNT: Separate property cycle handling from _process_plot_var_args By encapsulating the cycling into a dedicated class, we prepare for making cycling sharable between multiple _process_plot_var_args instances, which is the prerequisite for unifying the separate cyclers for lines and patches (#29468) and sharing cyclers between multiple Axes (#19479). --- lib/matplotlib/axes/_base.py | 70 ++++++++++++++++++++++-------------- 1 file changed, 43 insertions(+), 27 deletions(-) diff --git a/lib/matplotlib/axes/_base.py b/lib/matplotlib/axes/_base.py index 108cda04865f..491db04b6c29 100644 --- a/lib/matplotlib/axes/_base.py +++ b/lib/matplotlib/axes/_base.py @@ -202,6 +202,42 @@ def _process_plot_format(fmt, *, ambiguous_fmt_datakey=False): return linestyle, marker, color +class _PropCycle: + """ + A class that holds the property cycle information. + + It expands the iterator-based Cycler into an explicit indexed list to support + conditional advancing. + """ + def __init__(self, cycler): + self._idx = 0 + self._cycler_items = [*cycler] + + def get_next_color(self): + """Return the next color in the cycle.""" + entry = self._cycler_items[self._idx] + if "color" in entry: + self._idx = (self._idx + 1) % len(self._cycler_items) # Advance cycler. + return entry["color"] + else: + return "k" + + def getdefaults(self, kw, ignore=frozenset()): + """ + If some keys in the property cycle (excluding those in the set + *ignore*) are absent or set to None in the dict *kw*, return a copy + of the next entry in the property cycle, excluding keys in *ignore*. + Otherwise, don't advance the property cycle, and return an empty dict. + """ + defaults = self._cycler_items[self._idx] + if any(kw.get(k, None) is None for k in {*defaults} - ignore): + self._idx = (self._idx + 1) % len(self._cycler_items) # Advance cycler. + # Return a new dict to avoid exposing _cycler_items entries to mutation. + return {k: v for k, v in defaults.items() if k not in ignore} + else: + return {} + + class _process_plot_var_args: """ Process variable length arguments to `~.Axes.plot`, to support :: @@ -220,8 +256,7 @@ def __init__(self, output='Line2D'): self.set_prop_cycle(None) def set_prop_cycle(self, cycler): - self._idx = 0 - self._cycler_items = [*mpl._val_or_rc(cycler, 'axes.prop_cycle')] + self._prop_cycle = _PropCycle(mpl._val_or_rc(cycler, 'axes.prop_cycle')) def __call__(self, axes, *args, data=None, return_kwargs=False, **kwargs): axes._process_unit_info(kwargs=kwargs) @@ -300,29 +335,10 @@ def __call__(self, axes, *args, data=None, return_kwargs=False, **kwargs): def get_next_color(self): """Return the next color in the cycle.""" - entry = self._cycler_items[self._idx] - if "color" in entry: - self._idx = (self._idx + 1) % len(self._cycler_items) # Advance cycler. - return entry["color"] - else: - return "k" - - def _getdefaults(self, kw, ignore=frozenset()): - """ - If some keys in the property cycle (excluding those in the set - *ignore*) are absent or set to None in the dict *kw*, return a copy - of the next entry in the property cycle, excluding keys in *ignore*. - Otherwise, don't advance the property cycle, and return an empty dict. - """ - defaults = self._cycler_items[self._idx] - if any(kw.get(k, None) is None for k in {*defaults} - ignore): - self._idx = (self._idx + 1) % len(self._cycler_items) # Advance cycler. - # Return a new dict to avoid exposing _cycler_items entries to mutation. - return {k: v for k, v in defaults.items() if k not in ignore} - else: - return {} + return self._prop_cycle.get_next_color() - def _setdefaults(self, defaults, kw): + @staticmethod + def _setdefaults(defaults, kw): """ Add to the dict *kw* the entries in the dict *default* that are absent or set to None in *kw*. @@ -333,13 +349,13 @@ def _setdefaults(self, defaults, kw): def _make_line(self, axes, x, y, kw, kwargs): kw = {**kw, **kwargs} # Don't modify the original kw. - self._setdefaults(self._getdefaults(kw), kw) + self._setdefaults(self._prop_cycle.getdefaults(kw), kw) seg = mlines.Line2D(x, y, **kw) return seg, kw def _make_coordinates(self, axes, x, y, kw, kwargs): kw = {**kw, **kwargs} # Don't modify the original kw. - self._setdefaults(self._getdefaults(kw), kw) + self._setdefaults(self._prop_cycle.getdefaults(kw), kw) return (x, y), kw def _make_polygon(self, axes, x, y, kw, kwargs): @@ -367,7 +383,7 @@ def _make_polygon(self, axes, x, y, kw, kwargs): # for getting defaults for back-compat reasons. # Doing it with both seems to mess things up in # various places (probably due to logic bugs elsewhere). - default_dict = self._getdefaults(kw, ignores) + default_dict = self._prop_cycle.getdefaults(kw, ignores) self._setdefaults(default_dict, kw) # Looks like we don't want "color" to be interpreted to From 8370b7bf86dd9413f74ecafbca347ec50b148a4e Mon Sep 17 00:00:00 2001 From: Elliott Sales de Andrade Date: Thu, 28 Mar 2024 04:59:38 -0400 Subject: [PATCH 002/329] qhull: Fix inconsistent formatting function arguments This is a backport of https://github.com/qhull/qhull/pull/143, and should fix all of the related CodeQL alerts. --- .pre-commit-config.yaml | 1 + subprojects/packagefiles/qhull-143.patch | 419 +++++++++++++++++++++++ subprojects/qhull.wrap | 2 + 3 files changed, 422 insertions(+) create mode 100644 subprojects/packagefiles/qhull-143.patch diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 11499188509e..4bba747d451b 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -5,6 +5,7 @@ ci: exclude: | (?x)^( extern| + subprojects/packagefiles| LICENSE| lib/matplotlib/mpl-data| doc/devel/gitwash| diff --git a/subprojects/packagefiles/qhull-143.patch b/subprojects/packagefiles/qhull-143.patch new file mode 100644 index 000000000000..e37a0d28da91 --- /dev/null +++ b/subprojects/packagefiles/qhull-143.patch @@ -0,0 +1,419 @@ +From cd8c281da87d38820ecc4c452bbf6fd921155915 Mon Sep 17 00:00:00 2001 +From: Elliott Sales de Andrade +Date: Thu, 28 Mar 2024 00:54:59 -0400 +Subject: [PATCH 1/3] Annotate printf-like functions with GCC's format + attribute + +This allows checking format strings when building with `-Wformat` (or +with `-Wall`). +--- + src/libqhull/libqhull.h | 13 ++++++++++--- + src/libqhull_r/libqhull_r.h | 13 ++++++++++--- + src/testqset_r/testqset_r.c | 4 ++-- + 3 files changed, 22 insertions(+), 8 deletions(-) + +diff --git a/src/libqhull/libqhull.h b/src/libqhull/libqhull.h +index 90c0519b..1080ec11 100644 +--- a/src/libqhull/libqhull.h ++++ b/src/libqhull/libqhull.h +@@ -60,6 +60,13 @@ + #endif + #endif + ++#if defined(__GNUC__) ++/* See https://gcc.gnu.org/onlinedocs/gcc/Common-Function-Attributes.html#index-format-function-attribute */ ++#define QH_PRINTF_LIKE(string_index, first_to_check) __attribute__((format(printf, string_index, first_to_check))) ++#else ++#define QH_PRINTF_LIKE(string_index, first_to_check) ++#endif ++ + /*============ constants and basic types ====================*/ + + extern const char qh_version[]; /* defined in global.c */ +@@ -1136,13 +1143,13 @@ void qh_user_memsizes(void); + + /********* -usermem.c prototypes (alphabetical) **********************/ + void qh_exit(int exitcode); +-void qh_fprintf_stderr(int msgcode, const char *fmt, ... ); ++void qh_fprintf_stderr(int msgcode, const char *fmt, ... ) QH_PRINTF_LIKE(2, 3); + void qh_free(void *mem); + void *qh_malloc(size_t size); + + /********* -userprintf.c and userprintf_rbox.c prototypes **********************/ +-void qh_fprintf(FILE *fp, int msgcode, const char *fmt, ... ); +-void qh_fprintf_rbox(FILE *fp, int msgcode, const char *fmt, ... ); ++void qh_fprintf(FILE *fp, int msgcode, const char *fmt, ... ) QH_PRINTF_LIKE(3, 4); ++void qh_fprintf_rbox(FILE *fp, int msgcode, const char *fmt, ... ) QH_PRINTF_LIKE(3, 4); + + /***** -geom.c/geom2.c/random.c prototypes (duplicated from geom.h, random.h) ****************/ + +diff --git a/src/libqhull_r/libqhull_r.h b/src/libqhull_r/libqhull_r.h +index 023e0181..917f96af 100644 +--- a/src/libqhull_r/libqhull_r.h ++++ b/src/libqhull_r/libqhull_r.h +@@ -48,6 +48,13 @@ + #endif + #endif + ++#if defined(__GNUC__) ++/* See https://gcc.gnu.org/onlinedocs/gcc/Common-Function-Attributes.html#index-format-function-attribute */ ++#define QH_PRINTF_LIKE(string_index, first_to_check) __attribute__((format(printf, string_index, first_to_check))) ++#else ++#define QH_PRINTF_LIKE(string_index, first_to_check) ++#endif ++ + /*============ constants and basic types ====================*/ + + extern const char qh_version[]; /* defined in global_r.c */ +@@ -1132,13 +1139,13 @@ void qh_user_memsizes(qhT *qh); + + /********* -usermem_r.c prototypes (alphabetical) **********************/ + void qh_exit(int exitcode); +-void qh_fprintf_stderr(int msgcode, const char *fmt, ... ); ++void qh_fprintf_stderr(int msgcode, const char *fmt, ... ) QH_PRINTF_LIKE(2, 3); + void qh_free(void *mem); + void *qh_malloc(size_t size); + + /********* -userprintf_r.c and userprintf_rbox_r.c prototypes **********************/ +-void qh_fprintf(qhT *qh, FILE *fp, int msgcode, const char *fmt, ... ); +-void qh_fprintf_rbox(qhT *qh, FILE *fp, int msgcode, const char *fmt, ... ); ++void qh_fprintf(qhT *qh, FILE *fp, int msgcode, const char *fmt, ... ) QH_PRINTF_LIKE(4, 5); ++void qh_fprintf_rbox(qhT *qh, FILE *fp, int msgcode, const char *fmt, ... ) QH_PRINTF_LIKE(4, 5); + + /***** -geom_r.c/geom2_r.c/random_r.c prototypes (duplicated from geom_r.h, random_r.h) ****************/ + +diff --git a/src/testqset_r/testqset_r.c b/src/testqset_r/testqset_r.c +index 671494f3..b0253e0e 100644 +--- a/src/testqset_r/testqset_r.c ++++ b/src/testqset_r/testqset_r.c +@@ -117,7 +117,7 @@ int error_count= 0; /* Global error_count. checkSetContents(qh) keeps its own + /* Functions normally defined in user_r.h for usermem_r.c */ + + void qh_exit(int exitcode); +-void qh_fprintf_stderr(int msgcode, const char *fmt, ... ); ++void qh_fprintf_stderr(int msgcode, const char *fmt, ... ) QH_PRINTF_LIKE(2, 3); + void qh_free(void *mem); + void *qh_malloc(size_t size); + +@@ -134,7 +134,7 @@ void qh_errexit(qhT *qh, int exitcode, facetT *f, ridgeT *r) + + /* Normally defined in userprintf_r.c */ + +-void qh_fprintf(qhT *qh, FILE *fp, int msgcode, const char *fmt, ... ); ++void qh_fprintf(qhT *qh, FILE *fp, int msgcode, const char *fmt, ... ) QH_PRINTF_LIKE(4, 5); + void qh_fprintf(qhT *qh, FILE *fp, int msgcode, const char *fmt, ... ) + { + static int needs_cr= 0; /* True if qh_fprintf needs a CR. testqset_r is not itself reentrant */ + +From cc7e366259866d4cd24a312a4aaf891ff0abe85a Mon Sep 17 00:00:00 2001 +From: Elliott Sales de Andrade +Date: Thu, 28 Mar 2024 01:05:06 -0400 +Subject: [PATCH 2/3] Fix arguments inconsistent with their format strings + +--- + src/libqhull/global.c | 2 +- + src/libqhull/merge.c | 11 +++++------ + src/libqhull/poly2.c | 5 +++-- + src/libqhull_r/global_r.c | 2 +- + src/libqhull_r/mem_r.c | 4 ++-- + src/libqhull_r/merge_r.c | 11 +++++------ + src/libqhull_r/poly2_r.c | 5 +++-- + src/libqhullcpp/Qhull.cpp | 2 +- + src/testqset_r/testqset_r.c | 14 +++++++------- + 9 files changed, 28 insertions(+), 28 deletions(-) + +diff --git a/src/libqhull/global.c b/src/libqhull/global.c +index 27babbb4..faf67f37 100644 +--- a/src/libqhull/global.c ++++ b/src/libqhull/global.c +@@ -2248,7 +2248,7 @@ void qh_lib_check(int qhullLibraryType, int qhTsize, int vertexTsize, int ridgeT + last_errcode= 6253; + } + if (qhmemTsize && qhmemTsize != sizeof(qhmemT)) { +- qh_fprintf_stderr(6254, "qh_lib_check: Incorrect qhull library called. Size of qhmemT for caller is %d, but for qhull library is %d.\n", qhmemTsize, sizeof(qhmemT)); ++ qh_fprintf_stderr(6254, "qh_lib_check: Incorrect qhull library called. Size of qhmemT for caller is %d, but for qhull library is %d.\n", qhmemTsize, (int)sizeof(qhmemT)); + last_errcode= 6254; + } + if (last_errcode) { +diff --git a/src/libqhull/merge.c b/src/libqhull/merge.c +index de3a0b00..89392dc6 100644 +--- a/src/libqhull/merge.c ++++ b/src/libqhull/merge.c +@@ -427,7 +427,7 @@ void qh_appendmergeset(facetT *facet, facetT *neighbor, mergeType mergetype, coo + return; + } + if (!qh facet_mergeset || !qh degen_mergeset) { +- qh_fprintf(qh ferr, 6403, "qhull internal error (qh_appendmergeset): expecting temp set defined for qh.facet_mergeset (0x%x) and qh.degen_mergeset (0x%x). Got NULL\n", ++ qh_fprintf(qh ferr, 6403, "qhull internal error (qh_appendmergeset): expecting temp set defined for qh.facet_mergeset (%p) and qh.degen_mergeset (%p). Got NULL\n", + qh facet_mergeset, qh degen_mergeset); + /* otherwise qh_setappend creates a new set that is not freed by qh_freebuild() */ + qh_errexit(qh_ERRqhull, NULL, NULL); +@@ -513,8 +513,7 @@ void qh_appendvertexmerge(vertexT *vertex, vertexT *destination, mergeType merge + const char *mergename; + + if (!qh vertex_mergeset) { +- qh_fprintf(qh ferr, 6387, "qhull internal error (qh_appendvertexmerge): expecting temp set defined for qh.vertex_mergeset (0x%x). Got NULL\n", +- qh vertex_mergeset); ++ qh_fprintf(qh ferr, 6387, "qhull internal error (qh_appendvertexmerge): expecting temp set defined for qh.vertex_mergeset. Got NULL\n"); + /* otherwise qh_setappend creates a new set that is not freed by qh_freebuild() */ + qh_errexit(qh_ERRqhull, NULL, NULL); + } +@@ -1654,7 +1653,7 @@ void qh_forcedmerges(boolT *wasmerge) { + void qh_freemergesets(void) { + + if (!qh facet_mergeset || !qh degen_mergeset || !qh vertex_mergeset) { +- qh_fprintf(qh ferr, 6388, "qhull internal error (qh_freemergesets): expecting mergesets. Got a NULL mergeset, qh.facet_mergeset (0x%x), qh.degen_mergeset (0x%x), qh.vertex_mergeset (0x%x)\n", ++ qh_fprintf(qh ferr, 6388, "qhull internal error (qh_freemergesets): expecting mergesets. Got a NULL mergeset, qh.facet_mergeset (%p), qh.degen_mergeset (%p), qh.vertex_mergeset (%p)\n", + qh facet_mergeset, qh degen_mergeset, qh vertex_mergeset); + qh_errexit(qh_ERRqhull, NULL, NULL); + } +@@ -2034,7 +2033,7 @@ ridgeT *qh_hashridge_find(setT *hashtable, int hashsize, ridgeT *ridge, + void qh_initmergesets(void /* qh.facet_mergeset,degen_mergeset,vertex_mergeset */) { + + if (qh facet_mergeset || qh degen_mergeset || qh vertex_mergeset) { +- qh_fprintf(qh ferr, 6386, "qhull internal error (qh_initmergesets): expecting NULL mergesets. Got qh.facet_mergeset (0x%x), qh.degen_mergeset (0x%x), qh.vertex_mergeset (0x%x)\n", ++ qh_fprintf(qh ferr, 6386, "qhull internal error (qh_initmergesets): expecting NULL mergesets. Got qh.facet_mergeset (%p), qh.degen_mergeset (%p), qh.vertex_mergeset (%p)\n", + qh facet_mergeset, qh degen_mergeset, qh vertex_mergeset); + qh_errexit(qh_ERRqhull, NULL, NULL); + } +@@ -2304,7 +2303,7 @@ void qh_maybe_duplicateridge(ridgeT *ridgeA) { + if (k == last) { + vertex= qh_findbest_ridgevertex(ridge, &pinched, &dist); + trace2((qh ferr, 2069, "qh_maybe_duplicateridge: will merge v%d into v%d (dist %2.2g) due to duplicate ridges r%d/r%d with the same vertices. mergevertex set\n", +- pinched->id, vertex->id, dist, ridgeA->id, ridge->id, ridgeA->top->id, ridgeA->bottom->id, ridge->top->id, ridge->bottom->id)); ++ pinched->id, vertex->id, dist, ridgeA->id, ridge->id)); + qh_appendvertexmerge(pinched, vertex, MRGvertices, dist, ridgeA, ridge); + ridge->mergevertex= True; /* disables check for duplicate vertices in qh_checkfacet */ + ridgeA->mergevertex= True; +diff --git a/src/libqhull/poly2.c b/src/libqhull/poly2.c +index 0bdfa6d6..9077b9c3 100644 +--- a/src/libqhull/poly2.c ++++ b/src/libqhull/poly2.c +@@ -1144,7 +1144,7 @@ boolT qh_checklists(facetT *facetlist) { + vertex->visitid= qh vertex_visit; + if (vertex->previous != previousvertex) { + qh_fprintf(qh ferr, 6427, "qhull internal error (qh_checklists): expecting v%d.previous == v%d. Got v%d\n", +- vertex->id, previousvertex, getid_(vertex->previous)); ++ vertex->id, previousvertex->id, getid_(vertex->previous)); + waserror= True; + errorvertex= vertex; + } +@@ -2279,7 +2279,8 @@ void qh_initialhull(setT *vertices) { + zzinc_(Zdistcheck); + qh_distplane(qh interior_point, facet, &dist); /* duplicates qh_setfacetplane */ + if (dist > qh DISTround) { /* clearly flipped, due to axis-parallel facet or coplanar firstfacet */ +- trace1((qh ferr, 1031, "qh_initialhull: initial orientation incorrect, qh.interior_point is %2.2g from f%d. Either axis-parallel facet or coplanar firstfacet f%d. Force outside orientation of all facets\n")); ++ trace1((qh ferr, 1031, "qh_initialhull: initial orientation incorrect, qh.interior_point is %2.2g from f%d. Either axis-parallel facet or coplanar firstfacet f%d. Force outside orientation of all facets\n", ++ dist, facet->id, firstfacet->id)); + FORALLfacets { /* reuse facet, then 'break' */ + facet->flipped= False; + facet->toporient ^= (unsigned char)True; +diff --git a/src/libqhull_r/global_r.c b/src/libqhull_r/global_r.c +index 3a0b9c62..c681a715 100644 +--- a/src/libqhull_r/global_r.c ++++ b/src/libqhull_r/global_r.c +@@ -2201,7 +2201,7 @@ void qh_lib_check(int qhullLibraryType, int qhTsize, int vertexTsize, int ridgeT + last_errcode= 6253; + } + if (qhmemTsize && qhmemTsize != sizeof(qhmemT)) { +- qh_fprintf_stderr(6254, "qh_lib_check: Incorrect qhull library called. Size of qhmemT for caller is %d, but for qhull library is %d.\n", qhmemTsize, sizeof(qhmemT)); ++ qh_fprintf_stderr(6254, "qh_lib_check: Incorrect qhull library called. Size of qhmemT for caller is %d, but for qhull library is %d.\n", qhmemTsize, (int)sizeof(qhmemT)); + last_errcode= 6254; + } + if (last_errcode) { +diff --git a/src/libqhull_r/mem_r.c b/src/libqhull_r/mem_r.c +index 7d5509eb..d811f733 100644 +--- a/src/libqhull_r/mem_r.c ++++ b/src/libqhull_r/mem_r.c +@@ -186,7 +186,7 @@ void qh_memcheck(qhT *qh) { + qh_exit(qhmem_ERRqhull); /* can not use qh_errexit() */ + } + if (qh->qhmem.ferr == 0 || qh->qhmem.IStracing < 0 || qh->qhmem.IStracing > 10 || (((qh->qhmem.ALIGNmask+1) & qh->qhmem.ALIGNmask) != 0)) { +- qh_fprintf_stderr(6244, "qhull internal error (qh_memcheck): either qh->qhmem is overwritten or qh->qhmem is not initialized. Call qh_meminit or qh_new_qhull before calling qh_mem routines. ferr 0x%x, IsTracing %d, ALIGNmask 0x%x\n", ++ qh_fprintf_stderr(6244, "qhull internal error (qh_memcheck): either qh->qhmem is overwritten or qh->qhmem is not initialized. Call qh_meminit or qh_new_qhull before calling qh_mem routines. ferr %p, IsTracing %d, ALIGNmask 0x%x\n", + qh->qhmem.ferr, qh->qhmem.IStracing, qh->qhmem.ALIGNmask); + qh_exit(qhmem_ERRqhull); /* can not use qh_errexit() */ + } +@@ -203,7 +203,7 @@ void qh_memcheck(qhT *qh) { + qh_errexit(qh, qhmem_ERRqhull, NULL, NULL); + } + if (qh->qhmem.IStracing != 0) +- qh_fprintf(qh, qh->qhmem.ferr, 8144, "qh_memcheck: total size of freelists totfree is the same as qh->qhmem.totfree\n", totfree); ++ qh_fprintf(qh, qh->qhmem.ferr, 8144, "qh_memcheck: total size of freelists totfree (%d) is the same as qh->qhmem.totfree\n", totfree); + } /* memcheck */ + + /*-facet_mergeset || !qh->degen_mergeset) { +- qh_fprintf(qh, qh->ferr, 6403, "qhull internal error (qh_appendmergeset): expecting temp set defined for qh.facet_mergeset (0x%x) and qh.degen_mergeset (0x%x). Got NULL\n", ++ qh_fprintf(qh, qh->ferr, 6403, "qhull internal error (qh_appendmergeset): expecting temp set defined for qh.facet_mergeset (%p) and qh.degen_mergeset (%p). Got NULL\n", + qh->facet_mergeset, qh->degen_mergeset); + /* otherwise qh_setappend creates a new set that is not freed by qh_freebuild() */ + qh_errexit(qh, qh_ERRqhull, NULL, NULL); +@@ -513,8 +513,7 @@ void qh_appendvertexmerge(qhT *qh, vertexT *vertex, vertexT *destination, mergeT + const char *mergename; + + if (!qh->vertex_mergeset) { +- qh_fprintf(qh, qh->ferr, 6387, "qhull internal error (qh_appendvertexmerge): expecting temp set defined for qh.vertex_mergeset (0x%x). Got NULL\n", +- qh->vertex_mergeset); ++ qh_fprintf(qh, qh->ferr, 6387, "qhull internal error (qh_appendvertexmerge): expecting temp set defined for qh.vertex_mergeset. Got NULL\n"); + /* otherwise qh_setappend creates a new set that is not freed by qh_freebuild() */ + qh_errexit(qh, qh_ERRqhull, NULL, NULL); + } +@@ -1654,7 +1653,7 @@ void qh_forcedmerges(qhT *qh, boolT *wasmerge) { + void qh_freemergesets(qhT *qh) { + + if (!qh->facet_mergeset || !qh->degen_mergeset || !qh->vertex_mergeset) { +- qh_fprintf(qh, qh->ferr, 6388, "qhull internal error (qh_freemergesets): expecting mergesets. Got a NULL mergeset, qh.facet_mergeset (0x%x), qh.degen_mergeset (0x%x), qh.vertex_mergeset (0x%x)\n", ++ qh_fprintf(qh, qh->ferr, 6388, "qhull internal error (qh_freemergesets): expecting mergesets. Got a NULL mergeset, qh.facet_mergeset (%p), qh.degen_mergeset (%p), qh.vertex_mergeset (%p)\n", + qh->facet_mergeset, qh->degen_mergeset, qh->vertex_mergeset); + qh_errexit(qh, qh_ERRqhull, NULL, NULL); + } +@@ -2034,7 +2033,7 @@ ridgeT *qh_hashridge_find(qhT *qh, setT *hashtable, int hashsize, ridgeT *ridge, + void qh_initmergesets(qhT *qh /* qh.facet_mergeset,degen_mergeset,vertex_mergeset */) { + + if (qh->facet_mergeset || qh->degen_mergeset || qh->vertex_mergeset) { +- qh_fprintf(qh, qh->ferr, 6386, "qhull internal error (qh_initmergesets): expecting NULL mergesets. Got qh.facet_mergeset (0x%x), qh.degen_mergeset (0x%x), qh.vertex_mergeset (0x%x)\n", ++ qh_fprintf(qh, qh->ferr, 6386, "qhull internal error (qh_initmergesets): expecting NULL mergesets. Got qh.facet_mergeset (%p), qh.degen_mergeset (%p), qh.vertex_mergeset (%p)\n", + qh->facet_mergeset, qh->degen_mergeset, qh->vertex_mergeset); + qh_errexit(qh, qh_ERRqhull, NULL, NULL); + } +@@ -2304,7 +2303,7 @@ void qh_maybe_duplicateridge(qhT *qh, ridgeT *ridgeA) { + if (k == last) { + vertex= qh_findbest_ridgevertex(qh, ridge, &pinched, &dist); + trace2((qh, qh->ferr, 2069, "qh_maybe_duplicateridge: will merge v%d into v%d (dist %2.2g) due to duplicate ridges r%d/r%d with the same vertices. mergevertex set\n", +- pinched->id, vertex->id, dist, ridgeA->id, ridge->id, ridgeA->top->id, ridgeA->bottom->id, ridge->top->id, ridge->bottom->id)); ++ pinched->id, vertex->id, dist, ridgeA->id, ridge->id)); + qh_appendvertexmerge(qh, pinched, vertex, MRGvertices, dist, ridgeA, ridge); + ridge->mergevertex= True; /* disables check for duplicate vertices in qh_checkfacet */ + ridgeA->mergevertex= True; +diff --git a/src/libqhull_r/poly2_r.c b/src/libqhull_r/poly2_r.c +index 01758340..4d9a0c51 100644 +--- a/src/libqhull_r/poly2_r.c ++++ b/src/libqhull_r/poly2_r.c +@@ -1145,7 +1145,7 @@ boolT qh_checklists(qhT *qh, facetT *facetlist) { + vertex->visitid= qh->vertex_visit; + if (vertex->previous != previousvertex) { + qh_fprintf(qh, qh->ferr, 6427, "qhull internal error (qh_checklists): expecting v%d.previous == v%d. Got v%d\n", +- vertex->id, previousvertex, getid_(vertex->previous)); ++ vertex->id, previousvertex->id, getid_(vertex->previous)); + waserror= True; + errorvertex= vertex; + } +@@ -2280,7 +2280,8 @@ void qh_initialhull(qhT *qh, setT *vertices) { + zzinc_(Zdistcheck); + qh_distplane(qh, qh->interior_point, facet, &dist); /* duplicates qh_setfacetplane */ + if (dist > qh->DISTround) { /* clearly flipped, due to axis-parallel facet or coplanar firstfacet */ +- trace1((qh, qh->ferr, 1031, "qh_initialhull: initial orientation incorrect, qh.interior_point is %2.2g from f%d. Either axis-parallel facet or coplanar firstfacet f%d. Force outside orientation of all facets\n")); ++ trace1((qh, qh->ferr, 1031, "qh_initialhull: initial orientation incorrect, qh.interior_point is %2.2g from f%d. Either axis-parallel facet or coplanar firstfacet f%d. Force outside orientation of all facets\n", ++ dist, facet->id, firstfacet->id)); + FORALLfacets { /* reuse facet, then 'break' */ + facet->flipped= False; + facet->toporient ^= (unsigned char)True; +diff --git a/src/libqhullcpp/Qhull.cpp b/src/libqhullcpp/Qhull.cpp +index d5c75e92..3123e8ae 100644 +--- a/src/libqhullcpp/Qhull.cpp ++++ b/src/libqhullcpp/Qhull.cpp +@@ -357,7 +357,7 @@ initializeFeasiblePoint(int hulldim) + qh_errexit(qh_qh, qh_ERRmem, NULL, NULL); + } + if(feasible_point.size()!=static_cast(hulldim)){ +- qh_fprintf(qh_qh, qh_qh->ferr, 6210, "qhull error: dimension of feasiblePoint should be %d. It is %u\n", hulldim, feasible_point.size()); ++ qh_fprintf(qh_qh, qh_qh->ferr, 6210, "qhull error: dimension of feasiblePoint should be %d. It is %u\n", hulldim, (unsigned int)feasible_point.size()); + qh_errexit(qh_qh, qh_ERRmem, NULL, NULL); + } + qh_qh->feasible_point= static_cast(qh_malloc(static_cast(hulldim) * sizeof(coordT))); +diff --git a/src/testqset_r/testqset_r.c b/src/testqset_r/testqset_r.c +index b0253e0e..5ea87394 100644 +--- a/src/testqset_r/testqset_r.c ++++ b/src/testqset_r/testqset_r.c +@@ -532,7 +532,7 @@ void testSetequalInEtc(qhT *qh, int numInts, int *intarray, int checkEvery) + } + if(j>0){ + if(qh_setequal(ints, ints2)){ +- qh_fprintf(qh, stderr, 6324, "testqset_r (testSetequalInEtc): non-empty set equal to empty set\n", j); ++ qh_fprintf(qh, stderr, 6324, "testqset_r (testSetequalInEtc): non-empty set equal to empty set at %d\n", j); + error_count++; + } + qh_setfree(qh, &ints3); +@@ -551,23 +551,23 @@ void testSetequalInEtc(qhT *qh, int numInts, int *intarray, int checkEvery) + error_count++; + } + if(!qh_setequal_except(ints, intarray+j/2, ints3, intarray+j/2+1)){ +- qh_fprintf(qh, stderr, 6326, "testqset_r (qh_setequal_except): modified set not equal to original set except modified\n", j); ++ qh_fprintf(qh, stderr, 6326, "testqset_r (qh_setequal_except): modified set not equal to original set except modified at %d\n", j); + error_count++; + } + if(qh_setequal_except(ints, intarray+j/2, ints3, intarray)){ +- qh_fprintf(qh, stderr, 6327, "testqset_r (qh_setequal_except): modified set equal to original set with wrong excepts\n", j); ++ qh_fprintf(qh, stderr, 6327, "testqset_r (qh_setequal_except): modified set equal to original set with wrong excepts at %d\n", j); + error_count++; + } + if(!qh_setequal_skip(ints, j/2, ints3, j/2)){ +- qh_fprintf(qh, stderr, 6328, "testqset_r (qh_setequal_skip): modified set not equal to original set except modified\n", j); ++ qh_fprintf(qh, stderr, 6328, "testqset_r (qh_setequal_skip): modified set not equal to original set except modified at %d\n", j); + error_count++; + } + if(j>2 && qh_setequal_skip(ints, j/2, ints3, 0)){ +- qh_fprintf(qh, stderr, 6329, "testqset_r (qh_setequal_skip): modified set equal to original set with wrong excepts\n", j); ++ qh_fprintf(qh, stderr, 6329, "testqset_r (qh_setequal_skip): modified set equal to original set with wrong excepts at %d\n", j); + error_count++; + } + if(intarray+j/2+1!=qh_setdel(ints3, intarray+j/2+1)){ +- qh_fprintf(qh, stderr, 6330, "testqset_r (qh_setdel): failed to find added element\n", j); ++ qh_fprintf(qh, stderr, 6330, "testqset_r (qh_setdel): failed to find added element at %d\n", j); + error_count++; + } + checkSetContents(qh, "qh_setdel", ints3, j-1, 0, j-1, (j==1 ? -1 : j/2+1)); /* swaps last element with deleted element */ +@@ -786,7 +786,7 @@ void checkSetContents(qhT *qh, const char *name, setT *set, int count, int range + if(set){ + SETreturnsize_(set, actualSize); /* normally used only when speed is critical */ + if(*qh_setendpointer(set)!=NULL){ +- qh_fprintf(qh, stderr, 6344, "testqset_r (%s): qh_setendpointer(set), 0x%x, is not NULL terminator of set 0x%x\n", name, qh_setendpointer(set), set); ++ qh_fprintf(qh, stderr, 6344, "testqset_r (%s): qh_setendpointer(set), %p, is not NULL terminator of set %p\n", name, qh_setendpointer(set), set); + error_count++; + } + } + +From f7c3bbdfd23c034f5af66fa1f067691aac3378d8 Mon Sep 17 00:00:00 2001 +From: Elliott Sales de Andrade +Date: Thu, 28 Mar 2024 05:11:33 -0400 +Subject: [PATCH 3/3] Don't pass user-defined input as format string + +--- + src/libqhull/io.c | 2 +- + src/libqhull_r/io_r.c | 2 +- + 2 files changed, 2 insertions(+), 2 deletions(-) + +diff --git a/src/libqhull/io.c b/src/libqhull/io.c +index beed156a..7b7f4546 100644 +--- a/src/libqhull/io.c ++++ b/src/libqhull/io.c +@@ -1618,7 +1618,7 @@ void qh_printcenter(FILE *fp, qh_PRINT format, const char *string, facetT *facet + if (qh CENTERtype != qh_ASvoronoi && qh CENTERtype != qh_AScentrum) + return; + if (string) +- qh_fprintf(fp, 9066, string); ++ qh_fprintf(fp, 9066, "%s", string); + if (qh CENTERtype == qh_ASvoronoi) { + num= qh hull_dim-1; + if (!facet->normal || !facet->upperdelaunay || !qh ATinfinity) { +diff --git a/src/libqhull_r/io_r.c b/src/libqhull_r/io_r.c +index a80a5b14..389b1aa6 100644 +--- a/src/libqhull_r/io_r.c ++++ b/src/libqhull_r/io_r.c +@@ -1618,7 +1618,7 @@ void qh_printcenter(qhT *qh, FILE *fp, qh_PRINT format, const char *string, face + if (qh->CENTERtype != qh_ASvoronoi && qh->CENTERtype != qh_AScentrum) + return; + if (string) +- qh_fprintf(qh, fp, 9066, string); ++ qh_fprintf(qh, fp, 9066, "%s", string); + if (qh->CENTERtype == qh_ASvoronoi) { + num= qh->hull_dim-1; + if (!facet->normal || !facet->upperdelaunay || !qh->ATinfinity) { diff --git a/subprojects/qhull.wrap b/subprojects/qhull.wrap index c52b07d790cd..41cd88692d8b 100644 --- a/subprojects/qhull.wrap +++ b/subprojects/qhull.wrap @@ -7,3 +7,5 @@ source_filename = qhull-8.0.2.tgz source_hash = 8774e9a12c70b0180b95d6b0b563c5aa4bea8d5960c15e18ae3b6d2521d64f8b patch_directory = qhull-8.0.2 + +diff_files = qhull-143.patch From 3edc6c7ef69f005351589781f6a7b1db0aede2c8 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Sun, 21 Sep 2025 01:41:36 +0200 Subject: [PATCH 003/329] FIX: Make widget blitting compatible with swapped canvas --- lib/matplotlib/backend_bases.py | 50 ++++++++++++++++++++++++++++ lib/matplotlib/widgets.py | 58 +++++++++++++++++++++++---------- lib/matplotlib/widgets.pyi | 1 + 3 files changed, 92 insertions(+), 17 deletions(-) diff --git a/lib/matplotlib/backend_bases.py b/lib/matplotlib/backend_bases.py index fc7d651a6eb4..3c4495766913 100644 --- a/lib/matplotlib/backend_bases.py +++ b/lib/matplotlib/backend_bases.py @@ -1740,6 +1740,10 @@ class FigureCanvasBase: filetypes = _default_filetypes + # global counter to assign unique ids to blit backgrounds + # see _get_blit_background_id() + _last_blit_background_id = 0 + @_api.classproperty def supports_blit(cls): """If this Canvas sub-class supports blitting.""" @@ -1765,6 +1769,7 @@ def __init__(self, figure=None): # We don't want to scale up the figure DPI more than once. figure._original_dpi = figure.dpi self._device_pixel_ratio = 1 + self._blit_backgrounds = {} super().__init__() # Typically the GUI widget init (if any). callbacks = property(lambda self: self.figure._canvas_callbacks) @@ -1840,6 +1845,51 @@ def is_saving(self): def blit(self, bbox=None): """Blit the canvas in bbox (default entire canvas).""" + @classmethod + def _get_blit_background_id(cls): + """ + Get a globally unique id that can be used to store a blit background. + + Blitting support is canvas-dependent, so blitting mechanisms should + store their backgrounds in the canvas, more precisely in + ``canvas._blit_backgrounds[id]``. The id must be obtained via this + function to ensure it is globally unique. + + The content of ``canvas._blit_backgrounds[id]`` is not specified. + We leave this freedom to the blitting mechanism. + + Blitting mechanisms must not expect that a background that they + have stored is still there at a later time. The canvas may have + been switched out, or we may add other mechanisms later that + invalidate blit backgrounds (e.g. dpi changes). + Therefore, always query as `_blit_backgrounds.get(id)` and be + prepared for a None return value. + + Note: The blit background API is still experimental and may change + in the future without warning. + """ + cls._last_blit_background_id += 1 + return cls._last_blit_background_id + + def _release_blit_background_id(self, bb_id): + """ + Release a blit background id that is no longer needed. + + This removes the respective entry from the internal storage, i.e. + the ``canvas._blit_backgrounds`` dict, and thus allows to free the + associated memory. + + After releasing the id you must not use it anymore. + + It is safe to release an id that has not been used with the canvas + or that has already been released. + + Note: The blit background API is still experimental and may change + in the future without warning. + """ + if bb_id in self._blit_backgrounds: + del self._blit_backgrounds[bb_id] + def inaxes(self, xy): """ Return the topmost visible `~.axes.Axes` containing the point *xy*. diff --git a/lib/matplotlib/widgets.py b/lib/matplotlib/widgets.py index 0410c4f03092..e5a60c1585ff 100644 --- a/lib/matplotlib/widgets.py +++ b/lib/matplotlib/widgets.py @@ -117,6 +117,11 @@ class AxesWidget(Widget): def __init__(self, ax): self.ax = ax self._cids = [] + self._blit_background_id = None + + def __del__(self): + if self._blit_background_id is not None: + self.canvas._release_blit_background_id(self._blit_background_id) canvas = property( lambda self: getattr(self.ax.get_figure(root=True), 'canvas', None) @@ -155,6 +160,26 @@ def _set_cursor(self, cursor): """Update the canvas cursor.""" self.ax.get_figure(root=True).canvas.set_cursor(cursor) + def _save_blit_background(self, background): + """ + Save a blit background. + + The background is stored on the canvas in a uniquely identifiable way. + It should be read back via `._load_blit_background`. Be prepared that + some events may invalidate the background, in which case + `._load_blit_background` will return None. + + This currently allows at most one background per widget, which is + good enough for all existing widgets. + """ + if self._blit_background_id is None: + self._blit_background_id = self.canvas._get_blit_background_id() + self.canvas._blit_backgrounds[self._blit_background_id] = background + + def _load_blit_background(self): + """Load a blit background; may be None at any time.""" + return self.canvas._blit_backgrounds.get(self._blit_background_id) + class Button(AxesWidget): """ @@ -1063,7 +1088,6 @@ def __init__(self, ax, labels, actives=None, *, useblit=True, actives = [False] * len(labels) self._useblit = useblit and self.canvas.supports_blit - self._background = None ys = np.linspace(1, 0, len(labels)+2)[1:-1] @@ -1110,7 +1134,7 @@ def _clear(self, event): """Internal event handler to clear the buttons.""" if self.ignore(event) or self.canvas.is_saving(): return - self._background = self.canvas.copy_from_bbox(self.ax.bbox) + self._save_blit_background(self.canvas.copy_from_bbox(self.ax.bbox)) self.ax.draw_artist(self._checks) def _clicked(self, event): @@ -1215,8 +1239,9 @@ def set_active(self, index, state=None): if self.drawon: if self._useblit: - if self._background is not None: - self.canvas.restore_region(self._background) + background = self._load_blit_background() + if background is not None: + self.canvas.restore_region(background) self.ax.draw_artist(self._checks) self.canvas.blit(self.ax.bbox) else: @@ -1650,7 +1675,6 @@ def __init__(self, ax, labels, active=0, activecolor=None, *, ys = np.linspace(1, 0, len(labels) + 2)[1:-1] self._useblit = useblit and self.canvas.supports_blit - self._background = None label_props = _expand_text_props(label_props) self.labels = [ @@ -1692,7 +1716,7 @@ def _clear(self, event): """Internal event handler to clear the buttons.""" if self.ignore(event) or self.canvas.is_saving(): return - self._background = self.canvas.copy_from_bbox(self.ax.bbox) + self._save_blit_background(self.canvas.copy_from_bbox(self.ax.bbox)) self.ax.draw_artist(self._buttons) def _clicked(self, event): @@ -1785,8 +1809,9 @@ def set_active(self, index): if self.drawon: if self._useblit: - if self._background is not None: - self.canvas.restore_region(self._background) + background = self._load_blit_background() + if background is not None: + self.canvas.restore_region(background) self.ax.draw_artist(self._buttons) self.canvas.blit(self.ax.bbox) else: @@ -1942,7 +1967,6 @@ def __init__(self, ax, *, horizOn=True, vertOn=True, useblit=False, self.lineh = ax.axhline(ax.get_ybound()[0], visible=False, **lineprops) self.linev = ax.axvline(ax.get_xbound()[0], visible=False, **lineprops) - self.background = None self.needclear = False def clear(self, event): @@ -1950,7 +1974,7 @@ def clear(self, event): if self.ignore(event) or self.canvas.is_saving(): return if self.useblit: - self.background = self.canvas.copy_from_bbox(self.ax.bbox) + self._save_blit_background(self.canvas.copy_from_bbox(self.ax.bbox)) def onmove(self, event): """Internal event handler to draw the cursor when the mouse moves.""" @@ -1975,8 +1999,9 @@ def onmove(self, event): return # Redraw. if self.useblit: - if self.background is not None: - self.canvas.restore_region(self.background) + background = self._load_blit_background() + if background is not None: + self.canvas.restore_region(background) self.ax.draw_artist(self.linev) self.ax.draw_artist(self.lineh) self.canvas.blit(self.ax.bbox) @@ -2137,8 +2162,6 @@ def __init__(self, ax, onselect=None, useblit=False, button=None, self._state_modifier_keys.update(state_modifier_keys or {}) self._use_data_coordinates = use_data_coordinates - self.background = None - if isinstance(button, Integral): self.validButtons = [button] else: @@ -2194,7 +2217,7 @@ def update_background(self, event): for artist in artists: stack.enter_context(artist._cm_set(visible=False)) self.canvas.draw() - self.background = self.canvas.copy_from_bbox(self.ax.bbox) + self._save_blit_background(self.canvas.copy_from_bbox(self.ax.bbox)) if needs_redraw: for artist in artists: self.ax.draw_artist(artist) @@ -2241,8 +2264,9 @@ def update(self): self.ax.get_figure(root=True)._get_renderer() is None): return if self.useblit: - if self.background is not None: - self.canvas.restore_region(self.background) + background = self._load_blit_background() + if background is not None: + self.canvas.restore_region(background) else: self.update_background(None) # We need to draw all artists, which are not included in the diff --git a/lib/matplotlib/widgets.pyi b/lib/matplotlib/widgets.pyi index f74b9c7f32bf..c936cbaf0d10 100644 --- a/lib/matplotlib/widgets.pyi +++ b/lib/matplotlib/widgets.pyi @@ -35,6 +35,7 @@ class Widget: class AxesWidget(Widget): ax: Axes def __init__(self, ax: Axes) -> None: ... + def __del__(self) -> None: ... @property def canvas(self) -> FigureCanvasBase | None: ... def connect_event(self, event: Event, callback: Callable) -> None: ... From bec8b2b0775459c5661bf6356de437c15bc89698 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Fri, 26 Sep 2025 11:40:03 +0200 Subject: [PATCH 004/329] Support blitting with changing canvas in some widgets Approach depends a bit on the widget, but generally: - `self._useblit` only stores the flag passed to __init__ - canvas.supports_blit is checked dynamically when needed - we sometimes have the property `sef.useblit`, which is the effective value of flag and capability - if animated artists are needed that state is set during __init__ based on the flag. This relies on the fact that the flag cannot be changed later, and that the value of "animated" does not play a role for drawing canvases without blit support. Supported: - Button - _SelectorWidget - SpanSelector - ToolLineHandles - ToolHandles - RectangleSelector - LassoSelector - PolygonSelector Not supported yet: - CheckButtons - RadioButtons - Cursor - MultiCursor - Lasso --- lib/matplotlib/widgets.py | 47 ++++++++++++++++++++++++-------------- lib/matplotlib/widgets.pyi | 4 +++- 2 files changed, 33 insertions(+), 18 deletions(-) diff --git a/lib/matplotlib/widgets.py b/lib/matplotlib/widgets.py index e5a60c1585ff..6a859e3df225 100644 --- a/lib/matplotlib/widgets.py +++ b/lib/matplotlib/widgets.py @@ -231,7 +231,7 @@ def __init__(self, ax, label, image=None, horizontalalignment='center', transform=ax.transAxes) - self._useblit = useblit and self.canvas.supports_blit + self._useblit = useblit self._observers = cbook.CallbackRegistry(signals=["clicked"]) @@ -265,7 +265,7 @@ def _motion(self, event): if not colors.same_color(c, self.ax.get_facecolor()): self.ax.set_facecolor(c) if self.drawon: - if self._useblit: + if self._useblit and self.canvas.supports_blit: self.ax.draw_artist(self.ax) self.canvas.blit(self.ax.bbox) else: @@ -1087,7 +1087,7 @@ def __init__(self, ax, labels, actives=None, *, useblit=True, if actives is None: actives = [False] * len(labels) - self._useblit = useblit and self.canvas.supports_blit + self._useblit = useblit and self.canvas.supports_blit # TODO: make dynamic ys = np.linspace(1, 0, len(labels)+2)[1:-1] @@ -1674,7 +1674,7 @@ def __init__(self, ax, labels, active=0, activecolor=None, *, ys = np.linspace(1, 0, len(labels) + 2)[1:-1] - self._useblit = useblit and self.canvas.supports_blit + self._useblit = useblit and self.canvas.supports_blit # TODO: make dynamic label_props = _expand_text_props(label_props) self.labels = [ @@ -1960,7 +1960,7 @@ def __init__(self, ax, *, horizOn=True, vertOn=True, useblit=False, self.visible = True self.horizOn = horizOn self.vertOn = vertOn - self.useblit = useblit and self.canvas.supports_blit + self.useblit = useblit and self.canvas.supports_blit # TODO: make dynamic if self.useblit: lineprops['animated'] = True @@ -2069,6 +2069,7 @@ def __init__(self, canvas, axes, *, useblit=True, horizOn=False, vertOn=True, self.useblit = ( useblit and all(canvas.supports_blit for canvas in self._canvas_infos)) + # TODO: make dynamic if self.useblit: lineprops['animated'] = True @@ -2153,7 +2154,7 @@ def __init__(self, ax, onselect=None, useblit=False, button=None, self.onselect = lambda *args: None else: self.onselect = onselect - self.useblit = useblit and self.canvas.supports_blit + self._useblit = useblit self.connect_default_events() self._state_modifier_keys = dict(move=' ', clear='escape', @@ -2177,6 +2178,11 @@ def __init__(self, ax, onselect=None, useblit=False, button=None, self._prev_event = None self._state = set() + @property + def useblit(self): + """Return whether blitting is used (requested and supported by canvas).""" + return self._useblit and self.canvas.supports_blit + def set_active(self, active): super().set_active(active) if active: @@ -2599,7 +2605,14 @@ def __init__(self, ax, onselect, direction, *, minspan=0, useblit=False, if props is None: props = dict(facecolor='red', alpha=0.5) - props['animated'] = self.useblit + # Note: We set this based on the user setting during ínitialization, + # not on the actual capability of blitting. But the value is + # irrelevant if the backend does not support blitting, so that + # we don't have to dynamically update this on the backend. + # This relies on the current behavior that the request for + # useblit is fixed during initialization and cannot be changed + # afterwards. + props['animated'] = self._useblit self.direction = direction self._extents_on_press = None @@ -2665,7 +2678,7 @@ def _setup_edge_handles(self, props): self._edge_handles = ToolLineHandles(self.ax, positions, direction=self.direction, line_props=props, - useblit=self.useblit) + useblit=self._useblit) @property def _handles_artists(self): @@ -3239,7 +3252,7 @@ def __init__(self, ax, onselect=None, *, minspanx=0, if props is None: props = dict(facecolor='red', edgecolor='black', alpha=0.2, fill=True) - props = {**props, 'animated': self.useblit} + props = {**props, 'animated': self._useblit} self._visible = props.pop('visible', self._visible) to_draw = self._init_shape(**props) self.ax.add_patch(to_draw) @@ -3264,18 +3277,18 @@ def __init__(self, ax, onselect=None, *, minspanx=0, xc, yc = self.corners self._corner_handles = ToolHandles(self.ax, xc, yc, marker_props=self._handle_props, - useblit=self.useblit) + useblit=self._useblit) self._edge_order = ['W', 'S', 'E', 'N'] xe, ye = self.edge_centers self._edge_handles = ToolHandles(self.ax, xe, ye, marker='s', marker_props=self._handle_props, - useblit=self.useblit) + useblit=self._useblit) xc, yc = self.center self._center_handle = ToolHandles(self.ax, [xc], [yc], marker='s', marker_props=self._handle_props, - useblit=self.useblit) + useblit=self._useblit) self._active_handle = None @@ -3782,7 +3795,7 @@ def __init__(self, ax, onselect=None, *, useblit=True, props=None, button=None): **(props if props is not None else {}), # Note that self.useblit may be != useblit, if the canvas doesn't # support blitting. - 'animated': self.useblit, 'visible': False, + 'animated': self._useblit, 'visible': False, } line = Line2D([], [], **props) self.ax.add_line(line) @@ -3906,7 +3919,7 @@ def __init__(self, ax, onselect=None, *, useblit=False, if props is None: props = dict(color='k', linestyle='-', linewidth=2, alpha=0.5) - props = {**props, 'animated': self.useblit} + props = {**props, 'animated': self._useblit} self._selection_artist = line = Line2D([], [], **props) self.ax.add_line(line) @@ -3915,7 +3928,7 @@ def __init__(self, ax, onselect=None, *, useblit=False, markerfacecolor=props.get('color', 'k')) self._handle_props = handle_props self._polygon_handles = ToolHandles(self.ax, [], [], - useblit=self.useblit, + useblit=self._useblit, marker_props=self._handle_props) self._active_handle_idx = -1 @@ -3935,7 +3948,7 @@ def _get_bbox(self): def _add_box(self): self._box = RectangleSelector(self.ax, - useblit=self.useblit, + useblit=self._useblit, grab_range=self.grab_range, handle_props=self._box_handle_props, props=self._box_props, @@ -4215,7 +4228,7 @@ class Lasso(AxesWidget): def __init__(self, ax, xy, callback, *, useblit=True, props=None): super().__init__(ax) - self.useblit = useblit and self.canvas.supports_blit + self.useblit = useblit and self.canvas.supports_blit # TODO: Make dynamic if self.useblit: self.background = self.canvas.copy_from_bbox(self.ax.bbox) diff --git a/lib/matplotlib/widgets.pyi b/lib/matplotlib/widgets.pyi index c936cbaf0d10..2f34255d625c 100644 --- a/lib/matplotlib/widgets.pyi +++ b/lib/matplotlib/widgets.pyi @@ -273,7 +273,7 @@ class MultiCursor(Widget): class _SelectorWidget(AxesWidget): onselect: Callable[[float, float], Any] - useblit: bool + _useblit: bool background: Any validButtons: list[MouseButton] def __init__( @@ -285,6 +285,8 @@ class _SelectorWidget(AxesWidget): state_modifier_keys: dict[str, str] | None = ..., use_data_coordinates: bool = ..., ) -> None: ... + @property + def useblit(self) -> bool: ... def update_background(self, event: Event) -> None: ... def connect_default_events(self) -> None: ... def ignore(self, event: Event) -> bool: ... From 6e13c086c8893d26954a2337d6ddcecd25e69566 Mon Sep 17 00:00:00 2001 From: Greg Lucas Date: Wed, 26 Mar 2025 19:57:10 -0600 Subject: [PATCH 005/329] Backport PR #29810: Declare free-threaded support in MacOS backend extension --- src/_macosx.m | 3 +++ 1 file changed, 3 insertions(+) diff --git a/src/_macosx.m b/src/_macosx.m index c8e2cea43863..1372157bc80d 100755 --- a/src/_macosx.m +++ b/src/_macosx.m @@ -1895,6 +1895,9 @@ - (void)flagsChanged:(NSEvent *)event Py_XDECREF(m); return NULL; } +#ifdef Py_GIL_DISABLED + PyUnstable_Module_SetGIL(m, Py_MOD_GIL_NOT_USED); +#endif return m; } From a76759397c40b09d18a13b0ea4d4d993bcbd40ee Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Wed, 22 Oct 2025 22:36:37 +0200 Subject: [PATCH 006/329] Backport PR #30672: Use pathlib.Path instead of matplotlib.path.Path in text.pyi --- lib/matplotlib/text.pyi | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/lib/matplotlib/text.pyi b/lib/matplotlib/text.pyi index d65a3dc4c7da..fc1ab1c416cf 100644 --- a/lib/matplotlib/text.pyi +++ b/lib/matplotlib/text.pyi @@ -2,7 +2,7 @@ from .artist import Artist from .backend_bases import RendererBase from .font_manager import FontProperties from .offsetbox import DraggableAnnotation -from .path import Path +from pathlib import Path from .patches import FancyArrowPatch, FancyBboxPatch from .textpath import ( # noqa: F401, reexported API TextPath as TextPath, From 29e75c2c60c278e59fc6a05d261f28e991661d26 Mon Sep 17 00:00:00 2001 From: Elliott Sales de Andrade Date: Thu, 18 Sep 2025 03:09:37 -0400 Subject: [PATCH 007/329] Revert "Merge pull request #30535 from LangQi99/fix/import" Upstream has fixed PyGObject in 3.51.1. This reverts commit 75e78023aa2ff2bcde6af9d906b95025cf2c96b5, reversing changes made to 352b419b2b16e2ad06748cbdc44d26fb2196859c. --- lib/matplotlib/backends/backend_gtk3.py | 7 ------- lib/matplotlib/backends/backend_gtk4.py | 7 ------- 2 files changed, 14 deletions(-) diff --git a/lib/matplotlib/backends/backend_gtk3.py b/lib/matplotlib/backends/backend_gtk3.py index 9c6d6250f486..b53c272e65e8 100644 --- a/lib/matplotlib/backends/backend_gtk3.py +++ b/lib/matplotlib/backends/backend_gtk3.py @@ -18,13 +18,6 @@ # :raises ValueError: If module/version is already loaded, already # required, or unavailable. gi_require_version("Gtk", "3.0") - # Also require GioUnix to avoid PyGIWarning when Gio is imported - # GioUnix is platform-specific and may not be available on all systems - try: - gi_require_version("GioUnix", "2.0") - except ValueError: - # GioUnix is not available on this platform, which is fine - pass except ValueError as e: # in this case we want to re-raise as ImportError so the # auto-backend selection logic correctly skips. diff --git a/lib/matplotlib/backends/backend_gtk4.py b/lib/matplotlib/backends/backend_gtk4.py index 2fe2115b73cf..e3d3548c1cd1 100644 --- a/lib/matplotlib/backends/backend_gtk4.py +++ b/lib/matplotlib/backends/backend_gtk4.py @@ -17,13 +17,6 @@ # :raises ValueError: If module/version is already loaded, already # required, or unavailable. gi_require_version("Gtk", "4.0") - # Also require GioUnix to avoid PyGIWarning when Gio is imported - # GioUnix is platform-specific and may not be available on all systems - try: - gi_require_version("GioUnix", "2.0") - except ValueError: - # GioUnix is not available on this platform, which is fine - pass except ValueError as e: # in this case we want to re-raise as ImportError so the # auto-backend selection logic correctly skips. From e386fb89328860bfff7eaa337e516529abc3afbc Mon Sep 17 00:00:00 2001 From: Elliott Sales de Andrade Date: Mon, 8 Sep 2025 21:50:33 -0400 Subject: [PATCH 008/329] gtk: Add more explicit version requirements This adds requirements for all of Gdk/GdkPixbuf before using them, as we do for Gtk. Note that Gio/GLib/GObject are already accepted without version by PyGObject as they are tied to the version it's compiled against. Fixes #30525 --- lib/matplotlib/backends/backend_gtk3.py | 1 + lib/matplotlib/backends/backend_gtk4.py | 2 ++ 2 files changed, 3 insertions(+) diff --git a/lib/matplotlib/backends/backend_gtk3.py b/lib/matplotlib/backends/backend_gtk3.py index b53c272e65e8..20a1a3c8f0a9 100644 --- a/lib/matplotlib/backends/backend_gtk3.py +++ b/lib/matplotlib/backends/backend_gtk3.py @@ -18,6 +18,7 @@ # :raises ValueError: If module/version is already loaded, already # required, or unavailable. gi_require_version("Gtk", "3.0") + gi_require_version("Gdk", "3.0") except ValueError as e: # in this case we want to re-raise as ImportError so the # auto-backend selection logic correctly skips. diff --git a/lib/matplotlib/backends/backend_gtk4.py b/lib/matplotlib/backends/backend_gtk4.py index e3d3548c1cd1..95b116e9a6ba 100644 --- a/lib/matplotlib/backends/backend_gtk4.py +++ b/lib/matplotlib/backends/backend_gtk4.py @@ -17,6 +17,8 @@ # :raises ValueError: If module/version is already loaded, already # required, or unavailable. gi_require_version("Gtk", "4.0") + gi_require_version("Gdk", "4.0") + gi_require_version("GdkPixbuf", "2.0") except ValueError as e: # in this case we want to re-raise as ImportError so the # auto-backend selection logic correctly skips. From ec9f001e1958156e2195763cce0e1d1047d35dd6 Mon Sep 17 00:00:00 2001 From: Elliott Sales de Andrade Date: Tue, 9 Sep 2025 01:21:49 -0400 Subject: [PATCH 009/329] TST: Remove test_backend_gtk3::test_correct_key This test has been an expected failure since it was created, and in that time, `gtk_test_widget_send_key` was never made to work, nor was a replacement found. In GTK4, that API doesn't exist either. --- lib/matplotlib/tests/test_backend_gtk3.py | 45 ----------------------- 1 file changed, 45 deletions(-) diff --git a/lib/matplotlib/tests/test_backend_gtk3.py b/lib/matplotlib/tests/test_backend_gtk3.py index b4c6e3d7fca8..a299d21a4b7b 100644 --- a/lib/matplotlib/tests/test_backend_gtk3.py +++ b/lib/matplotlib/tests/test_backend_gtk3.py @@ -5,51 +5,6 @@ from unittest import mock -@pytest.mark.backend("gtk3agg", skip_on_importerror=True) -def test_correct_key(): - pytest.xfail("test_widget_send_event is not triggering key_press_event") - - from gi.repository import Gdk, Gtk # type: ignore[import] - fig = plt.figure() - buf = [] - - def send(event): - for key, mod in [ - (Gdk.KEY_a, Gdk.ModifierType.SHIFT_MASK), - (Gdk.KEY_a, 0), - (Gdk.KEY_a, Gdk.ModifierType.CONTROL_MASK), - (Gdk.KEY_agrave, 0), - (Gdk.KEY_Control_L, Gdk.ModifierType.MOD1_MASK), - (Gdk.KEY_Alt_L, Gdk.ModifierType.CONTROL_MASK), - (Gdk.KEY_agrave, - Gdk.ModifierType.CONTROL_MASK - | Gdk.ModifierType.MOD1_MASK - | Gdk.ModifierType.MOD4_MASK), - (0xfd16, 0), # KEY_3270_Play. - (Gdk.KEY_BackSpace, 0), - (Gdk.KEY_BackSpace, Gdk.ModifierType.CONTROL_MASK), - ]: - # This is not actually really the right API: it depends on the - # actual keymap (e.g. on Azerty, shift+agrave -> 0). - Gtk.test_widget_send_key(fig.canvas, key, mod) - - def receive(event): - buf.append(event.key) - if buf == [ - "A", "a", "ctrl+a", - "\N{LATIN SMALL LETTER A WITH GRAVE}", - "alt+control", "ctrl+alt", - "ctrl+alt+super+\N{LATIN SMALL LETTER A WITH GRAVE}", - # (No entry for KEY_3270_Play.) - "backspace", "ctrl+backspace", - ]: - plt.close(fig) - - fig.canvas.mpl_connect("draw_event", send) - fig.canvas.mpl_connect("key_press_event", receive) - plt.show() - - @pytest.mark.backend("gtk3agg", skip_on_importerror=True) def test_save_figure_return(): from gi.repository import Gtk From eafc58f02d1105983f2a60a87a6e7b0d9400ad77 Mon Sep 17 00:00:00 2001 From: Elliott Sales de Andrade Date: Tue, 9 Sep 2025 02:22:26 -0400 Subject: [PATCH 010/329] TST: Run test_getattr for backends in a subprocess For example, GTK3 and GTK4 conflict, and which one is tested depends on which one loads first. Running in a subprocess ensures that both work, but we only do that for backends as adding ~100 more subprocesses is overkill. --- lib/matplotlib/tests/test_getattr.py | 59 +++++++++++++++++++++------- 1 file changed, 45 insertions(+), 14 deletions(-) diff --git a/lib/matplotlib/tests/test_getattr.py b/lib/matplotlib/tests/test_getattr.py index f0f5823600ca..fe302220067a 100644 --- a/lib/matplotlib/tests/test_getattr.py +++ b/lib/matplotlib/tests/test_getattr.py @@ -1,25 +1,29 @@ from importlib import import_module from pkgutil import walk_packages +import sys +import warnings -import matplotlib import pytest +import matplotlib +from matplotlib.testing import is_ci_environment, subprocess_run_helper + # Get the names of all matplotlib submodules, # except for the unit tests and private modules. -module_names = [ - m.name - for m in walk_packages( - path=matplotlib.__path__, prefix=f'{matplotlib.__name__}.' - ) - if not m.name.startswith(__package__) - and not any(x.startswith('_') for x in m.name.split('.')) -] +module_names = [] +backend_module_names = [] +for m in walk_packages(path=matplotlib.__path__, prefix=f'{matplotlib.__name__}.'): + if m.name.startswith(__package__): + continue + if any(x.startswith('_') for x in m.name.split('.')): + continue + if 'backends.backend_' in m.name: + backend_module_names.append(m.name) + else: + module_names.append(m.name) -@pytest.mark.parametrize('module_name', module_names) -@pytest.mark.filterwarnings('ignore::DeprecationWarning') -@pytest.mark.filterwarnings('ignore::ImportWarning') -def test_getattr(module_name): +def _test_getattr(module_name, use_pytest=True): """ Test that __getattr__ methods raise AttributeError for unknown keys. See #20822, #20855. @@ -28,8 +32,35 @@ def test_getattr(module_name): module = import_module(module_name) except (ImportError, RuntimeError, OSError) as e: # Skip modules that cannot be imported due to missing dependencies - pytest.skip(f'Cannot import {module_name} due to {e}') + if use_pytest: + pytest.skip(f'Cannot import {module_name} due to {e}') + else: + print(f'SKIP: Cannot import {module_name} due to {e}') + return key = 'THIS_SYMBOL_SHOULD_NOT_EXIST' if hasattr(module, key): delattr(module, key) + + +@pytest.mark.parametrize('module_name', module_names) +@pytest.mark.filterwarnings('ignore::DeprecationWarning') +@pytest.mark.filterwarnings('ignore::ImportWarning') +def test_getattr(module_name): + _test_getattr(module_name) + + +def _test_module_getattr(): + warnings.filterwarnings('ignore', category=DeprecationWarning) + warnings.filterwarnings('ignore', category=ImportWarning) + module_name = sys.argv[1] + _test_getattr(module_name, use_pytest=False) + + +@pytest.mark.parametrize('module_name', backend_module_names) +def test_backend_getattr(module_name): + proc = subprocess_run_helper(_test_module_getattr, module_name, + timeout=120 if is_ci_environment() else 20) + if 'SKIP: ' in proc.stdout: + pytest.skip(proc.stdout.removeprefix('SKIP: ')) + print(proc.stdout) From 996736d2da28a354ae6e9087c54c1fa788ca9d52 Mon Sep 17 00:00:00 2001 From: Elliott Sales de Andrade Date: Thu, 18 Sep 2025 18:47:34 -0400 Subject: [PATCH 011/329] ci: Install GTK4 gir on Ubuntu 24.04 as well --- .github/workflows/tests.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml index 8ed83a65579b..d73757c81bce 100644 --- a/.github/workflows/tests.yml +++ b/.github/workflows/tests.yml @@ -115,6 +115,7 @@ jobs: fonts-wqy-zenhei \ gdb \ gir1.2-gtk-3.0 \ + gir1.2-gtk-4.0 \ graphviz \ inkscape \ language-pack-de \ @@ -150,7 +151,6 @@ jobs: fi if [[ "${{ matrix.os }}" = ubuntu-22.04 ]]; then sudo apt-get install -yy --no-install-recommends \ - gir1.2-gtk-4.0 \ libgirepository1.0-dev else # ubuntu-24.04 sudo apt-get install -yy --no-install-recommends \ From b843483d308ce1f8bb94e1449bdb2b77da9a327c Mon Sep 17 00:00:00 2001 From: Elliott Sales de Andrade Date: Tue, 21 Oct 2025 03:55:51 -0400 Subject: [PATCH 012/329] Backport PR #30657: Fix `AttributeError: module 'gi' has no attribute 'require_version'` --- lib/matplotlib/backends/backend_gtk3.py | 4 ++-- lib/matplotlib/backends/backend_gtk4.py | 5 +++-- 2 files changed, 5 insertions(+), 4 deletions(-) diff --git a/lib/matplotlib/backends/backend_gtk3.py b/lib/matplotlib/backends/backend_gtk3.py index 888f5a770f5d..c27b57e36a0a 100644 --- a/lib/matplotlib/backends/backend_gtk3.py +++ b/lib/matplotlib/backends/backend_gtk3.py @@ -10,14 +10,14 @@ CloseEvent, KeyEvent, LocationEvent, MouseEvent, ResizeEvent) try: - import gi + from gi import require_version as gi_require_version except ImportError as err: raise ImportError("The GTK3 backends require PyGObject") from err try: # :raises ValueError: If module/version is already loaded, already # required, or unavailable. - gi.require_version("Gtk", "3.0") + gi_require_version("Gtk", "3.0") except ValueError as e: # in this case we want to re-raise as ImportError so the # auto-backend selection logic correctly skips. diff --git a/lib/matplotlib/backends/backend_gtk4.py b/lib/matplotlib/backends/backend_gtk4.py index cd38968779ed..e3d3548c1cd1 100644 --- a/lib/matplotlib/backends/backend_gtk4.py +++ b/lib/matplotlib/backends/backend_gtk4.py @@ -9,19 +9,20 @@ KeyEvent, LocationEvent, MouseEvent, ResizeEvent, CloseEvent) try: - import gi + from gi import require_version as gi_require_version except ImportError as err: raise ImportError("The GTK4 backends require PyGObject") from err try: # :raises ValueError: If module/version is already loaded, already # required, or unavailable. - gi.require_version("Gtk", "4.0") + gi_require_version("Gtk", "4.0") except ValueError as e: # in this case we want to re-raise as ImportError so the # auto-backend selection logic correctly skips. raise ImportError(e) from e +import gi from gi.repository import Gio, GLib, Gtk, Gdk, GdkPixbuf from . import _backend_gtk from ._backend_gtk import ( # noqa: F401 # pylint: disable=W0611 From c57123f2dc895ee24893d33724d6765769d86b85 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Mon, 27 Oct 2025 17:58:20 +0100 Subject: [PATCH 013/329] Backport PR #30687: DOC: Fix pip link --- doc/install/dependencies.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/install/dependencies.rst b/doc/install/dependencies.rst index 95d170a06b00..4a2ace7f9883 100644 --- a/doc/install/dependencies.rst +++ b/doc/install/dependencies.rst @@ -220,7 +220,7 @@ Build dependencies Python ------ -``pip`` normally builds packages using :external+pip:doc:`build isolation `, +``pip`` normally builds packages using :external+pip:doc:`build isolation `, which means that ``pip`` installs the dependencies listed here for the duration of the build process. However, build isolation is disabled via the the :external+pip:ref:`--no-build-isolation ` flag From 72a01fe0e3611402dbc73d0e1236ef5397707b11 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Mon, 27 Oct 2025 17:58:20 +0100 Subject: [PATCH 014/329] Backport PR #30687: DOC: Fix pip link --- doc/install/dependencies.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/install/dependencies.rst b/doc/install/dependencies.rst index 95d170a06b00..4a2ace7f9883 100644 --- a/doc/install/dependencies.rst +++ b/doc/install/dependencies.rst @@ -220,7 +220,7 @@ Build dependencies Python ------ -``pip`` normally builds packages using :external+pip:doc:`build isolation `, +``pip`` normally builds packages using :external+pip:doc:`build isolation `, which means that ``pip`` installs the dependencies listed here for the duration of the build process. However, build isolation is disabled via the the :external+pip:ref:`--no-build-isolation ` flag From c1feb9dbfce97114e7b837145dc44ded2df42393 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Wed, 29 Oct 2025 00:50:48 +0100 Subject: [PATCH 015/329] Backport PR #30698: BLD: update trove metadata to support py3.14 --- pyproject.toml | 1 + 1 file changed, 1 insertion(+) diff --git a/pyproject.toml b/pyproject.toml index 25f4ce8d4948..23c441b52c9c 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -20,6 +20,7 @@ classifiers=[ "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", + "Programming Language :: Python :: 3.14", "Topic :: Scientific/Engineering :: Visualization", ] From da641b3ed334b087bf6ef226cd89f6d6bf16ac19 Mon Sep 17 00:00:00 2001 From: Elliott Sales de Andrade Date: Tue, 28 Oct 2025 21:05:25 -0400 Subject: [PATCH 016/329] Backport PR #30624: TST: Increase tolerances for Ghostscript 10.06 --- lib/matplotlib/tests/test_bbox_tight.py | 2 +- lib/matplotlib/tests/test_image.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/lib/matplotlib/tests/test_bbox_tight.py b/lib/matplotlib/tests/test_bbox_tight.py index 7a2809931757..9965c914daa4 100644 --- a/lib/matplotlib/tests/test_bbox_tight.py +++ b/lib/matplotlib/tests/test_bbox_tight.py @@ -108,7 +108,7 @@ def test_bbox_inches_tight_clipping(): plt.gcf().artists.append(patch) -@image_comparison(['bbox_inches_tight_raster'], +@image_comparison(['bbox_inches_tight_raster'], tol=0.15, # For Ghostscript 10.06+. remove_text=True, savefig_kwarg={'bbox_inches': 'tight'}) def test_bbox_inches_tight_raster(): """Test rasterization with tight_layout""" diff --git a/lib/matplotlib/tests/test_image.py b/lib/matplotlib/tests/test_image.py index 5373ed121560..0d1d30291328 100644 --- a/lib/matplotlib/tests/test_image.py +++ b/lib/matplotlib/tests/test_image.py @@ -37,7 +37,7 @@ def test_alpha_interp(): axr.imshow(img, interpolation="bilinear") -@image_comparison(['interp_nearest_vs_none'], +@image_comparison(['interp_nearest_vs_none'], tol=3.7, # For Ghostscript 10.06+. extensions=['pdf', 'svg'], remove_text=True) def test_interp_nearest_vs_none(): """Test the effect of "nearest" and "none" interpolation""" From 3122d36047e7833b296bb902a6a227937ebe1b50 Mon Sep 17 00:00:00 2001 From: Elliott Sales de Andrade Date: Wed, 29 Oct 2025 23:06:42 -0400 Subject: [PATCH 017/329] TST: Rename test_cm_stubs to be more general --- lib/matplotlib/tests/{test_cm_stubs.py => test_typing.py} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename lib/matplotlib/tests/{test_cm_stubs.py => test_typing.py} (100%) diff --git a/lib/matplotlib/tests/test_cm_stubs.py b/lib/matplotlib/tests/test_typing.py similarity index 100% rename from lib/matplotlib/tests/test_cm_stubs.py rename to lib/matplotlib/tests/test_typing.py From b7018203d0660b37efa8acd5d989da6d3427c8df Mon Sep 17 00:00:00 2001 From: Elliott Sales de Andrade Date: Thu, 30 Oct 2025 01:54:06 -0400 Subject: [PATCH 018/329] Add testing for rcParams Literal type hints And also add some new ones that were missing. --- lib/matplotlib/tests/test_typing.py | 19 +++++++++++++++++++ lib/matplotlib/typing.py | 18 ++++++++++++++++-- 2 files changed, 35 insertions(+), 2 deletions(-) diff --git a/lib/matplotlib/tests/test_typing.py b/lib/matplotlib/tests/test_typing.py index 2305c91a5301..c9fc8e5b162f 100644 --- a/lib/matplotlib/tests/test_typing.py +++ b/lib/matplotlib/tests/test_typing.py @@ -1,8 +1,10 @@ import re +import typing from pathlib import Path import matplotlib.pyplot as plt from matplotlib.colors import Colormap +from matplotlib.typing import RcKeyType, RcGroupKeyType def test_cm_stub_matches_runtime_colormaps(): @@ -30,3 +32,20 @@ def test_cm_stub_matches_runtime_colormaps(): ) assert runtime_cmaps == stubbed_cmaps + + +def test_rcparam_stubs(): + runtime_rc_keys = { + name for name in plt.rcParamsDefault.keys() + if not name.startswith('_') + } + + assert {*typing.get_args(RcKeyType)} == runtime_rc_keys + + runtime_rc_group_keys = set() + for name in runtime_rc_keys: + groups = name.split('.') + for i in range(1, len(groups)): + runtime_rc_group_keys.add('.'.join(groups[:i])) + + assert {*typing.get_args(RcGroupKeyType)} == runtime_rc_group_keys diff --git a/lib/matplotlib/typing.py b/lib/matplotlib/typing.py index 10bbe6334328..3a9f74e2cfd1 100644 --- a/lib/matplotlib/typing.py +++ b/lib/matplotlib/typing.py @@ -217,6 +217,8 @@ "axes.ymargin", "axes.zmargin", "axes3d.automargin", + "axes3d.depthshade", + "axes3d.depthshade_minalpha", "axes3d.grid", "axes3d.mouserotationstyle", "axes3d.trackballborder", @@ -304,6 +306,7 @@ "figure.titlesize", "figure.titleweight", "font.cursive", + "font.enable_last_resort", "font.family", "font.fantasy", "font.monospace", @@ -318,6 +321,14 @@ "grid.color", "grid.linestyle", "grid.linewidth", + "grid.major.alpha", + "grid.major.color", + "grid.major.linestyle", + "grid.major.linewidth", + "grid.minor.alpha", + "grid.minor.color", + "grid.minor.linestyle", + "grid.minor.linewidth", "hatch.color", "hatch.linewidth", "hist.bins", @@ -492,7 +503,7 @@ "ytick.minor.size", "ytick.minor.visible", "ytick.minor.width", - "ytick.right" + "ytick.right", ] RcGroupKeyType: TypeAlias = Literal[ @@ -524,6 +535,8 @@ "figure.subplot", "font", "grid", + "grid.major", + "grid.minor", "hatch", "hist", "image", @@ -546,6 +559,7 @@ "scatter", "svg", "text", + "text.latex", "tk", "webagg", "xaxis", @@ -555,5 +569,5 @@ "yaxis", "ytick", "ytick.major", - "ytick.minor" + "ytick.minor", ] From 9bfaffef00d8aedb76e85fc7f3248f75c4118c03 Mon Sep 17 00:00:00 2001 From: Antony Lee Date: Fri, 25 Apr 2025 18:48:44 +0200 Subject: [PATCH 019/329] Fix AxesWidgets on inset_axes that are outside their parent. When axes are overlapping, LocationEvent.inaxes can point not to the axes we care about, but to another one. Widgets currently recompute location event axes coordinates relative to the axes to which the widget is assigned, but this recomputation code was previously brittle wrt. events that are outside the axes they wrongly believe they belong to (so x/ydata is None), even though they are indeed within the axes they actually belong to. This can occur when a widget is associated with an "inset_axes" that's actually outside the parent axes. A practical case is given by ```python from pylab import * ax = figure(layout="constrained").add_subplot() ax1 = ax.inset_axes([0, 1, 1, .25], sharex=ax) ss = mpl.widgets.SpanSelector(ax1, print, "horizontal") show() # try to trigger the spanselector ``` which would raise an exception prior to this patch. Improve the recomputation logic by fully reparenting the event passed to the widget to the correct parent axes from the onset. --- lib/matplotlib/tests/test_widgets.py | 49 ++++++----- lib/matplotlib/widgets.py | 120 ++++++++++++++++++--------- 2 files changed, 108 insertions(+), 61 deletions(-) diff --git a/lib/matplotlib/tests/test_widgets.py b/lib/matplotlib/tests/test_widgets.py index a1b540fb4a28..359aa378de6c 100644 --- a/lib/matplotlib/tests/test_widgets.py +++ b/lib/matplotlib/tests/test_widgets.py @@ -621,27 +621,36 @@ def test_rectangle_selector_ignore_outside(ax, ignore_event_outside): ('horizontal', False, dict(interactive=True)), ]) def test_span_selector(ax, orientation, onmove_callback, kwargs): - onselect = mock.Mock(spec=noop, return_value=None) - onmove = mock.Mock(spec=noop, return_value=None) - if onmove_callback: - kwargs['onmove_callback'] = onmove - - # While at it, also test that span selectors work in the presence of twin axes on - # top of the axes that contain the selector. Note that we need to unforce the axes - # aspect here, otherwise the twin axes forces the original axes' limits (to respect - # aspect=1) which makes some of the values below go out of bounds. + # Also test that span selectors work in the presence of twin axes or for + # outside-inset axes on top of the axes that contain the selector. Note + # that we need to unforce the axes aspect here, otherwise the twin axes + # forces the original axes' limits (to respect aspect=1) which makes some + # of the values below go out of bounds. ax.set_aspect("auto") - tax = ax.twinx() - - tool = widgets.SpanSelector(ax, onselect, orientation, **kwargs) - MouseEvent._from_ax_coords("button_press_event", ax, (100, 100), 1)._process() - # move outside of axis - MouseEvent._from_ax_coords("motion_notify_event", ax, (199, 199), 1)._process() - MouseEvent._from_ax_coords("button_release_event", ax, (250, 250), 1)._process() - - onselect.assert_called_once_with(100, 199) - if onmove_callback: - onmove.assert_called_once_with(100, 199) + ax.twinx() + child = ax.inset_axes([0, 1, 1, 1], xlim=(0, 200), ylim=(0, 200)) + + for target in [ax, child]: + selected = [] + def onselect(*args): selected.append(args) + moved = [] + def onmove(*args): moved.append(args) + if onmove_callback: + kwargs['onmove_callback'] = onmove + + tool = widgets.SpanSelector(target, onselect, orientation, **kwargs) + MouseEvent._from_ax_coords( + "button_press_event", target, (100, 100), 1)._process() + # move outside of axis + MouseEvent._from_ax_coords( + "motion_notify_event", target, (199, 199), 1)._process() + MouseEvent._from_ax_coords( + "button_release_event", target, (250, 250), 1)._process() + + # tol is set by pixel size (~100 pixels & span of 200 data units) + assert_allclose(selected, [(100, 199)], atol=.5) + if onmove_callback: + assert_allclose(moved, [(100, 199)], atol=.5) @pytest.mark.parametrize('interactive', [True, False]) diff --git a/lib/matplotlib/widgets.py b/lib/matplotlib/widgets.py index 0410c4f03092..59fa761a7338 100644 --- a/lib/matplotlib/widgets.py +++ b/lib/matplotlib/widgets.py @@ -12,6 +12,7 @@ from contextlib import ExitStack import copy import enum +import functools import itertools from numbers import Integral, Number @@ -137,16 +138,6 @@ def disconnect_events(self): for c in self._cids: self.canvas.mpl_disconnect(c) - def _get_data_coords(self, event): - """Return *event*'s data coordinates in this widget's Axes.""" - # This method handles the possibility that event.inaxes != self.ax (which may - # occur if multiple Axes are overlaid), in which case event.xdata/.ydata will - # be wrong. Note that we still special-case the common case where - # event.inaxes == self.ax and avoid re-running the inverse data transform, - # because that can introduce floating point errors for synthetic events. - return ((event.xdata, event.ydata) if event.inaxes is self.ax - else self.ax.transData.inverted().transform((event.x, event.y))) - def ignore(self, event): # docstring inherited return super().ignore(event) or self.canvas is None @@ -156,6 +147,32 @@ def _set_cursor(self, cursor): self.ax.get_figure(root=True).canvas.set_cursor(cursor) +def _call_with_reparented_event(func): + """ + Event callback decorator ensuring that the callback is called with an event + that has been reparented to the widget's axes. + """ + # This decorator handles the possibility that event.inaxes != self.ax + # (e.g. if multiple Axes are overlaid), in which case event.xdata/.ydata + # will be wrong. Note that we still special-case the common case where + # event.inaxes == self.ax and avoid re-running the inverse data transform, + # because that can introduce floating point errors for synthetic events. + @functools.wraps(func) + def wrapper(self, event): + if event.inaxes is not self.ax: + event = copy.copy(event) + event.guiEvent = None + event.inaxes = self.ax + try: + event.xdata, event.ydata = ( + self.ax.transData.inverted().transform((event.x, event.y))) + except ValueError: # cf LocationEvent._set_inaxes. + event.xdata = event.ydata = None + return func(self, event) + + return wrapper + + class Button(AxesWidget): """ A GUI neutral button. @@ -220,12 +237,14 @@ def __init__(self, ax, label, image=None, self.color = color self.hovercolor = hovercolor + @_call_with_reparented_event def _click(self, event): if not self.eventson or self.ignore(event) or not self.ax.contains(event)[0]: return if event.canvas.mouse_grabber != self.ax: event.canvas.grab_mouse(self.ax) + @_call_with_reparented_event def _release(self, event): if self.ignore(event) or event.canvas.mouse_grabber != self.ax: return @@ -233,6 +252,7 @@ def _release(self, event): if self.eventson and self.ax.contains(event)[0]: self._observers.process('clicked', event) + @_call_with_reparented_event def _motion(self, event): if self.ignore(event): return @@ -532,6 +552,7 @@ def _value_in_bounds(self, val): val = self.slidermax.val return val + @_call_with_reparented_event def _update(self, event): """Update the slider position.""" if self.ignore(event) or event.button != 1: @@ -550,9 +571,8 @@ def _update(self, event): event.canvas.release_mouse(self.ax) return - xdata, ydata = self._get_data_coords(event) val = self._value_in_bounds( - xdata if self.orientation == 'horizontal' else ydata) + event.xdata if self.orientation == 'horizontal' else event.ydata) if val not in [None, self.val]: self.set_val(val) @@ -870,6 +890,7 @@ def _update_val_from_pos(self, pos): else: self._active_handle.set_xdata([val]) + @_call_with_reparented_event def _update(self, event): """Update the slider position.""" if self.ignore(event) or event.button != 1: @@ -890,11 +911,10 @@ def _update(self, event): return # determine which handle was grabbed - xdata, ydata = self._get_data_coords(event) handle_index = np.argmin(np.abs( - [h.get_xdata()[0] - xdata for h in self._handles] + [h.get_xdata()[0] - event.xdata for h in self._handles] if self.orientation == "horizontal" else - [h.get_ydata()[0] - ydata for h in self._handles])) + [h.get_ydata()[0] - event.ydata for h in self._handles])) handle = self._handles[handle_index] # these checks ensure smooth behavior if the handles swap which one @@ -902,7 +922,8 @@ def _update(self, event): if handle is not self._active_handle: self._active_handle = handle - self._update_val_from_pos(xdata if self.orientation == "horizontal" else ydata) + self._update_val_from_pos( + event.xdata if self.orientation == "horizontal" else event.ydata) def _format(self, val): """Pretty-print *val*.""" @@ -1113,6 +1134,7 @@ def _clear(self, event): self._background = self.canvas.copy_from_bbox(self.ax.bbox) self.ax.draw_artist(self._checks) + @_call_with_reparented_event def _clicked(self, event): if self.ignore(event) or event.button != 1 or not self.ax.contains(event)[0]: return @@ -1420,6 +1442,7 @@ def _rendercursor(self): fig.canvas.draw() + @_call_with_reparented_event def _release(self, event): if self.ignore(event): return @@ -1427,6 +1450,7 @@ def _release(self, event): return event.canvas.release_mouse(self.ax) + @_call_with_reparented_event def _keypress(self, event): if self.ignore(event): return @@ -1509,6 +1533,7 @@ def stop_typing(self): # call it once we've already done our cleanup. self._observers.process('submit', self.text) + @_call_with_reparented_event def _click(self, event): if self.ignore(event): return @@ -1524,9 +1549,11 @@ def _click(self, event): self.cursor_index = self.text_disp._char_index_at(event.x) self._rendercursor() + @_call_with_reparented_event def _resize(self, event): self.stop_typing() + @_call_with_reparented_event def _motion(self, event): if self.ignore(event): return @@ -1695,6 +1722,7 @@ def _clear(self, event): self._background = self.canvas.copy_from_bbox(self.ax.bbox) self.ax.draw_artist(self._buttons) + @_call_with_reparented_event def _clicked(self, event): if self.ignore(event) or event.button != 1 or not self.ax.contains(event)[0]: return @@ -1952,6 +1980,7 @@ def clear(self, event): if self.useblit: self.background = self.canvas.copy_from_bbox(self.ax.bbox) + @_call_with_reparented_event def onmove(self, event): """Internal event handler to draw the cursor when the mouse moves.""" if self.ignore(event): @@ -1966,10 +1995,9 @@ def onmove(self, event): self.needclear = False return self.needclear = True - xdata, ydata = self._get_data_coords(event) - self.linev.set_xdata((xdata, xdata)) + self.linev.set_xdata((event.xdata, event.xdata)) self.linev.set_visible(self.visible and self.vertOn) - self.lineh.set_ydata((ydata, ydata)) + self.lineh.set_ydata((event.ydata, event.ydata)) self.lineh.set_visible(self.visible and self.horizOn) if not (self.visible and (self.vertOn or self.horizOn)): return @@ -2260,9 +2288,8 @@ def _get_data(self, event): """Get the xdata and ydata for event, with limits.""" if event.xdata is None: return None, None - xdata, ydata = self._get_data_coords(event) - xdata = np.clip(xdata, *self.ax.get_xbound()) - ydata = np.clip(ydata, *self.ax.get_ybound()) + xdata = np.clip(event.xdata, *self.ax.get_xbound()) + ydata = np.clip(event.ydata, *self.ax.get_ybound()) return xdata, ydata def _clean_event(self, event): @@ -2282,6 +2309,7 @@ def _clean_event(self, event): self._prev_event = event return event + @_call_with_reparented_event def press(self, event): """Button press handler and validator.""" if not self.ignore(event): @@ -2300,6 +2328,7 @@ def press(self, event): def _press(self, event): """Button press event handler.""" + @_call_with_reparented_event def release(self, event): """Button release event handler and validator.""" if not self.ignore(event) and self._eventpress: @@ -2315,6 +2344,7 @@ def release(self, event): def _release(self, event): """Button release event handler.""" + @_call_with_reparented_event def onmove(self, event): """Cursor move event handler and validator.""" if not self.ignore(event) and self._eventpress: @@ -2326,6 +2356,7 @@ def onmove(self, event): def _onmove(self, event): """Cursor move event handler.""" + @_call_with_reparented_event def on_scroll(self, event): """Mouse scroll event handler and validator.""" if not self.ignore(event): @@ -2334,6 +2365,7 @@ def on_scroll(self, event): def _on_scroll(self, event): """Mouse scroll event handler.""" + @_call_with_reparented_event def on_key_press(self, event): """Key press event handler and validator for all selection widgets.""" if self.active: @@ -2358,6 +2390,7 @@ def on_key_press(self, event): def _on_key_press(self, event): """Key press event handler - for widget-specific key press actions.""" + @_call_with_reparented_event def on_key_release(self, event): """Key release event handler and validator.""" if self.active: @@ -2679,8 +2712,7 @@ def _press(self, event): # Clear previous rectangle before drawing new rectangle. self.update() - xdata, ydata = self._get_data_coords(event) - v = xdata if self.direction == 'horizontal' else ydata + v = event.xdata if self.direction == 'horizontal' else event.ydata if self._active_handle is None and not self.ignore_event_outside: # when the press event outside the span, we initially set the @@ -2717,6 +2749,7 @@ def direction(self, direction): else: self._direction = direction + @_call_with_reparented_event def _release(self, event): """Button release event handler.""" self._set_span_cursor(enabled=False) @@ -2748,6 +2781,7 @@ def _release(self, event): return False + @_call_with_reparented_event def _hover(self, event): """Update the canvas cursor if it's over a handle.""" if self.ignore(event): @@ -2766,12 +2800,11 @@ def _hover(self, event): def _onmove(self, event): """Motion notify event handler.""" - xdata, ydata = self._get_data_coords(event) if self.direction == 'horizontal': - v = xdata + v = event.xdata vpress = self._eventpress.xdata else: - v = ydata + v = event.ydata vpress = self._eventpress.ydata # move existing span @@ -3281,9 +3314,8 @@ def _press(self, event): if (self._active_handle is None and not self.ignore_event_outside and self._allow_creation): - x, y = self._get_data_coords(event) self._visible = False - self.extents = x, x, y, y + self.extents = event.xdata, event.xdata, event.ydata, event.ydata self._visible = True else: self.set_visible(True) @@ -3306,6 +3338,7 @@ def _press(self, event): return False + @_call_with_reparented_event def _release(self, event): """Button release event handler.""" self._set_cursor(backend_tools.Cursors.POINTER) @@ -3382,7 +3415,7 @@ def _onmove(self, event): state = self._state action = self._get_action() - xdata, ydata = self._get_data_coords(event) + xdata, ydata = event.xdata, event.ydata if action == _RectangleSelectorAction.RESIZE: inv_tr = self._get_rotation_transform().inverted() xdata, ydata = inv_tr.transform([xdata, ydata]) @@ -3768,6 +3801,7 @@ def _press(self, event): self.verts = [self._get_data(event)] self._selection_artist.set_visible(True) + @_call_with_reparented_event def _release(self, event): if self.verts is not None: self.verts.append(self._get_data(event)) @@ -3938,6 +3972,7 @@ def _update_box(self): # Save a copy self._old_box_extents = self._box.extents + @_call_with_reparented_event def _scale_polygon(self, event): """ Scale the polygon selector points when the bounding box is moved or @@ -4002,6 +4037,7 @@ def _press(self, event): # support the 'move_all' state modifier). self._xys_at_press = self._xys.copy() + @_call_with_reparented_event def _release(self, event): """Button release event handler.""" # Release active tool handle. @@ -4021,11 +4057,12 @@ def _release(self, event): elif (not self._selection_completed and 'move_all' not in self._state and 'move_vertex' not in self._state): - self._xys.insert(-1, self._get_data_coords(event)) + self._xys.insert(-1, (event.xdata, event.ydata)) if self._selection_completed: self.onselect(self.verts) + @_call_with_reparented_event def onmove(self, event): """Cursor move event handler and validator.""" # Method overrides _SelectorWidget.onmove because the polygon selector @@ -4049,17 +4086,16 @@ def _onmove(self, event): # Move the active vertex (ToolHandle). if self._active_handle_idx >= 0: idx = self._active_handle_idx - self._xys[idx] = self._get_data_coords(event) + self._xys[idx] = (event.xdata, event.ydata) # Also update the end of the polygon line if the first vertex is # the active handle and the polygon is completed. if idx == 0 and self._selection_completed: - self._xys[-1] = self._get_data_coords(event) + self._xys[-1] = (event.xdata, event.ydata) # Move all vertices. elif 'move_all' in self._state and self._eventpress: - xdata, ydata = self._get_data_coords(event) - dx = xdata - self._eventpress.xdata - dy = ydata - self._eventpress.ydata + dx = event.xdata - self._eventpress.xdata + dy = event.ydata - self._eventpress.ydata for k in range(len(self._xys)): x_at_press, y_at_press = self._xys_at_press[k] self._xys[k] = x_at_press + dx, y_at_press + dy @@ -4079,7 +4115,7 @@ def _onmove(self, event): if len(self._xys) > 3 and v0_dist < self.grab_range: self._xys[-1] = self._xys[0] else: - self._xys[-1] = self._get_data_coords(event) + self._xys[-1] = (event.xdata, event.ydata) self._draw_polygon() @@ -4101,12 +4137,12 @@ def _on_key_release(self, event): and (event.key == self._state_modifier_keys.get('move_vertex') or event.key == self._state_modifier_keys.get('move_all'))): - self._xys.append(self._get_data_coords(event)) + self._xys.append((event.xdata, event.ydata)) self._draw_polygon() # Reset the polygon if the released key is the 'clear' key. elif event.key == self._state_modifier_keys.get('clear'): event = self._clean_event(event) - self._xys = [self._get_data_coords(event)] + self._xys = [(event.xdata, event.ydata)] self._selection_completed = False self._remove_box() self.set_visible(True) @@ -4208,24 +4244,26 @@ def __init__(self, ax, xy, callback, *, useblit=True, props=None): self.connect_event('button_release_event', self.onrelease) self.connect_event('motion_notify_event', self.onmove) + @_call_with_reparented_event def onrelease(self, event): if self.ignore(event): return if self.verts is not None: - self.verts.append(self._get_data_coords(event)) + self.verts.append((event.xdata, event.ydata)) if len(self.verts) > 2: self.callback(self.verts) self.line.remove() self.verts = None self.disconnect_events() + @_call_with_reparented_event def onmove(self, event): if (self.ignore(event) or self.verts is None or event.button != 1 or not self.ax.contains(event)[0]): return - self.verts.append(self._get_data_coords(event)) + self.verts.append((event.xdata, event.ydata)) self.line.set_data(list(zip(*self.verts))) if self.useblit: From 5b8e219d70f1daa443330eb6a5a6211506b37362 Mon Sep 17 00:00:00 2001 From: Elliott Sales de Andrade Date: Sat, 16 Nov 2024 04:22:48 -0500 Subject: [PATCH 020/329] TST: Run macosx backends in a subprocess In the macosx backend, `event_loop_is_running` returns true after `lazy_init` is called, which happens in the `new` constructor for _any_ class. This means it is "running" as soon as a figure is created, and this will block any other backend tests. --- lib/matplotlib/tests/test_backend_macosx.py | 45 +++++++++++++++------ 1 file changed, 32 insertions(+), 13 deletions(-) diff --git a/lib/matplotlib/tests/test_backend_macosx.py b/lib/matplotlib/tests/test_backend_macosx.py index 8e50ddf84024..fe4c9a6fba3c 100644 --- a/lib/matplotlib/tests/test_backend_macosx.py +++ b/lib/matplotlib/tests/test_backend_macosx.py @@ -1,18 +1,18 @@ import os +from pathlib import Path import pytest from unittest import mock import matplotlib as mpl import matplotlib.pyplot as plt -try: - from matplotlib.backends import _macosx -except ImportError: - pytest.skip("These are mac only tests", allow_module_level=True) +from matplotlib.testing import subprocess_run_helper -@pytest.mark.backend('macosx') -def test_cached_renderer(): +_test_timeout = 60 + + +def _test_cached_renderer(): # Make sure that figures have an associated renderer after # a fig.canvas.draw() call fig = plt.figure(1) @@ -24,8 +24,14 @@ def test_cached_renderer(): assert fig.canvas.get_renderer()._renderer is not None -@pytest.mark.backend('macosx') -def test_savefig_rcparam(monkeypatch, tmp_path): +@pytest.mark.backend('macosx', skip_on_importerror=True) +def test_cached_renderer(): + subprocess_run_helper(_test_cached_renderer, timeout=_test_timeout, + extra_env={"MPLBACKEND": "macosx"}) + + +def _test_savefig_rcparam(): + tmp_path = Path(os.environ["TEST_SAVEFIG_PATH"]) def new_choose_save_file(title, directory, filename): # Replacement function instead of opening a GUI window @@ -34,9 +40,10 @@ def new_choose_save_file(title, directory, filename): os.makedirs(f"{directory}/test") return f"{directory}/test/{filename}" - monkeypatch.setattr(_macosx, "choose_save_file", new_choose_save_file) fig = plt.figure() - with mpl.rc_context({"savefig.directory": tmp_path}): + with (mock.patch("matplotlib.backends._macosx.choose_save_file", + new_choose_save_file), + mpl.rc_context({"savefig.directory": tmp_path})): fig.canvas.toolbar.save_figure() # Check the saved location got created save_file = f"{tmp_path}/test/{fig.canvas.get_default_filename()}" @@ -47,14 +54,20 @@ def new_choose_save_file(title, directory, filename): assert mpl.rcParams["savefig.directory"] == f"{tmp_path}/test" -@pytest.mark.backend('macosx') +@pytest.mark.backend('macosx', skip_on_importerror=True) +def test_savefig_rcparam(tmp_path): + subprocess_run_helper( + _test_savefig_rcparam, timeout=_test_timeout, + extra_env={"MPLBACKEND": "macosx", "TEST_SAVEFIG_PATH": tmp_path}) + + +@pytest.mark.backend('macosx', skip_on_importerror=True) def test_ipython(): from matplotlib.testing import ipython_in_subprocess ipython_in_subprocess("osx", {(8, 24): "macosx", (7, 0): "MacOSX"}) -@pytest.mark.backend('macosx') -def test_save_figure_return(): +def _test_save_figure_return(): fig, ax = plt.subplots() ax.imshow([[1]]) prop = "matplotlib.backends._macosx.choose_save_file" @@ -65,3 +78,9 @@ def test_save_figure_return(): with mock.patch(prop, return_value=None): fname = fig.canvas.manager.toolbar.save_figure() assert fname is None + + +@pytest.mark.backend('macosx', skip_on_importerror=True) +def test_save_figure_return(): + subprocess_run_helper(_test_save_figure_return, timeout=_test_timeout, + extra_env={"MPLBACKEND": "macosx"}) From 134000ba19a4354da2ad1084627039e05c936754 Mon Sep 17 00:00:00 2001 From: Greg Lucas Date: Fri, 31 Oct 2025 06:09:02 -0600 Subject: [PATCH 021/329] Merge pull request #30697 from ngoldbaum/fix-plotting-on-worker-threads BUG: raise when creating a MacOS FigureManager outside the main thread (cherry picked from commit 94def4ee50ce92ce96461f269e0c79c188588610) --- lib/matplotlib/tests/test_backend_macosx.py | 23 +++++++++++++++++++++ src/_macosx.m | 10 +++++++++ 2 files changed, 33 insertions(+) diff --git a/lib/matplotlib/tests/test_backend_macosx.py b/lib/matplotlib/tests/test_backend_macosx.py index fe4c9a6fba3c..0648e43cde94 100644 --- a/lib/matplotlib/tests/test_backend_macosx.py +++ b/lib/matplotlib/tests/test_backend_macosx.py @@ -1,4 +1,5 @@ import os +import threading from pathlib import Path import pytest @@ -84,3 +85,25 @@ def _test_save_figure_return(): def test_save_figure_return(): subprocess_run_helper(_test_save_figure_return, timeout=_test_timeout, extra_env={"MPLBACKEND": "macosx"}) + + +def _test_create_figure_on_worker_thread_fails(): + def create_figure(): + warn_msg = "Matplotlib GUI outside of the main thread will likely fail." + err_msg = "Cannot create a GUI FigureManager outside the main thread" + with pytest.warns(UserWarning, match=warn_msg): + with pytest.raises(RuntimeError, match=err_msg): + plt.gcf() + + worker = threading.Thread(target=create_figure) + worker.start() + worker.join() + + +@pytest.mark.backend('macosx', skip_on_importerror=True) +def test_create_figure_on_worker_thread_fails(): + subprocess_run_helper( + _test_create_figure_on_worker_thread_fails, + timeout=_test_timeout, + extra_env={"MPLBACKEND": "macosx"} + ) diff --git a/src/_macosx.m b/src/_macosx.m index 1372157bc80d..fcc221cf6fd5 100755 --- a/src/_macosx.m +++ b/src/_macosx.m @@ -580,6 +580,16 @@ bool mpl_check_modifier(bool present, PyObject* list, char const* name) static PyObject* FigureManager_new(PyTypeObject *type, PyObject *args, PyObject *kwds) { + if (![NSThread isMainThread]) { + PyErr_SetString( + PyExc_RuntimeError, + "Cannot create a GUI FigureManager outside the main thread " + "using the MacOS backend. Use a non-interactive " + "backend like 'agg' to make plots on worker threads." + ); + return NULL; + } + lazy_init(); Window* window = [Window alloc]; if (!window) { return NULL; } From d300769285e2c920804134e40ec83837eabe16d8 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Sun, 2 Nov 2025 15:49:16 +0100 Subject: [PATCH 022/329] Backport PR #30714: FIX: Gracefully handle numpy arrays as input to check_in_list() --- lib/matplotlib/_api/__init__.py | 16 +++++++++++++++- lib/matplotlib/tests/test_api.py | 5 +++++ 2 files changed, 20 insertions(+), 1 deletion(-) diff --git a/lib/matplotlib/_api/__init__.py b/lib/matplotlib/_api/__init__.py index 22b58b62ff8e..1fc1aeb49e8f 100644 --- a/lib/matplotlib/_api/__init__.py +++ b/lib/matplotlib/_api/__init__.py @@ -106,6 +106,9 @@ def check_in_list(values, /, *, _print_supported_values=True, **kwargs): ---------- values : iterable Sequence of values to check on. + + Note: All values must support == comparisons. + This means in particular the entries must not be numpy arrays. _print_supported_values : bool, default: True Whether to print *values* when raising ValueError. **kwargs : dict @@ -123,7 +126,18 @@ def check_in_list(values, /, *, _print_supported_values=True, **kwargs): if not kwargs: raise TypeError("No argument to check!") for key, val in kwargs.items(): - if val not in values: + try: + exists = val in values + except ValueError: + # `in` internally uses `val == values[i]`. There are some objects + # that do not support == to arbitrary other objects, in particular + # numpy arrays. + # Since such objects are not allowed in values, we can gracefully + # handle the case that val (typically provided by users) is of such + # type and directly state it's not in the list instead of letting + # the individual `val == values[i]` ValueError surface. + exists = False + if not exists: msg = f"{val!r} is not a valid value for {key}" if _print_supported_values: msg += f"; supported values are {', '.join(map(repr, values))}" diff --git a/lib/matplotlib/tests/test_api.py b/lib/matplotlib/tests/test_api.py index f04604c14cce..81b7f9cdc96c 100644 --- a/lib/matplotlib/tests/test_api.py +++ b/lib/matplotlib/tests/test_api.py @@ -150,3 +150,8 @@ def f() -> None: def test_empty_check_in_list() -> None: with pytest.raises(TypeError, match="No argument to check!"): _api.check_in_list(["a"]) + + +def test_check_in_list_numpy() -> None: + with pytest.raises(ValueError, match=r"array\(5\) is not a valid value"): + _api.check_in_list(['a', 'b'], value=np.array(5)) From 1c6ccce437114d0fc895041fefddda73fc041aa2 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Sun, 9 Nov 2025 22:02:24 +0100 Subject: [PATCH 023/329] Deprecate unused canvas parameter to MultiCursor Closes #21496. --- .../deprecations/30737-TH.rst | 8 +++++ galleries/examples/widgets/multicursor.py | 2 +- lib/matplotlib/tests/test_widgets.py | 18 ++++++++--- lib/matplotlib/widgets.py | 31 ++++++++++++++++--- 4 files changed, 48 insertions(+), 11 deletions(-) create mode 100644 doc/api/next_api_changes/deprecations/30737-TH.rst diff --git a/doc/api/next_api_changes/deprecations/30737-TH.rst b/doc/api/next_api_changes/deprecations/30737-TH.rst new file mode 100644 index 000000000000..8feef85912b4 --- /dev/null +++ b/doc/api/next_api_changes/deprecations/30737-TH.rst @@ -0,0 +1,8 @@ +The *canvas* parameter to ``MultiCursor`` +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +... is deprecated. It has been unused for a while already. + +Please remove the parameter and change the call from +``MultiCursor(canvas, axes)`` to ``MultiCursor(axes)``. Both calls are +valid throughout the deprecation period. diff --git a/galleries/examples/widgets/multicursor.py b/galleries/examples/widgets/multicursor.py index bc0d58b6c749..9123c31f63f4 100644 --- a/galleries/examples/widgets/multicursor.py +++ b/galleries/examples/widgets/multicursor.py @@ -26,7 +26,7 @@ fig, ax3 = plt.subplots() ax3.plot(t, s3) -multi = MultiCursor(None, (ax1, ax2, ax3), color='r', lw=1) +multi = MultiCursor((ax1, ax2, ax3), color='r', lw=1) plt.show() # %% diff --git a/lib/matplotlib/tests/test_widgets.py b/lib/matplotlib/tests/test_widgets.py index a1b540fb4a28..bee88acad7c3 100644 --- a/lib/matplotlib/tests/test_widgets.py +++ b/lib/matplotlib/tests/test_widgets.py @@ -3,6 +3,7 @@ import operator from unittest import mock +import matplotlib as mpl from matplotlib.backend_bases import DrawEvent, KeyEvent, MouseEvent import matplotlib.colors as mcolors import matplotlib.widgets as widgets @@ -1680,15 +1681,22 @@ def test_polygon_selector_clear_method(ax): @pytest.mark.parametrize("horizOn", [False, True]) @pytest.mark.parametrize("vertOn", [False, True]) -def test_MultiCursor(horizOn, vertOn): +@pytest.mark.parametrize("with_deprecated_canvas", [False, True]) +def test_MultiCursor(horizOn, vertOn, with_deprecated_canvas): fig = plt.figure() (ax1, ax3) = fig.subplots(2, sharex=True) ax2 = plt.figure().subplots() - # useblit=false to avoid having to draw the figure to cache the renderer - multi = widgets.MultiCursor( - None, (ax1, ax2), useblit=False, horizOn=horizOn, vertOn=vertOn - ) + if with_deprecated_canvas: + with pytest.warns(mpl.MatplotlibDeprecationWarning, match=r"canvas.*deprecat"): + multi = widgets.MultiCursor( + None, (ax1, ax2), useblit=False, horizOn=horizOn, vertOn=vertOn + ) + else: + # useblit=false to avoid having to draw the figure to cache the renderer + multi = widgets.MultiCursor( + (ax1, ax2), useblit=False, horizOn=horizOn, vertOn=vertOn + ) # Only two of the axes should have a line drawn on them. assert len(multi.vlines) == 2 diff --git a/lib/matplotlib/widgets.py b/lib/matplotlib/widgets.py index 0410c4f03092..40e10c814e69 100644 --- a/lib/matplotlib/widgets.py +++ b/lib/matplotlib/widgets.py @@ -1989,12 +1989,19 @@ class MultiCursor(Widget): Provide a vertical (default) and/or horizontal line cursor shared between multiple Axes. + Call signatures:: + + MultiCursor(axes, *, ...) + MultiCursor(canvas, axes, *, ...) # deprecated + For the cursor to remain responsive you must keep a reference to it. Parameters ---------- canvas : object - This parameter is entirely unused and only kept for back-compatibility. + This parameter is entirely unused. + + .. deprecated:: 3.11 axes : list of `~matplotlib.axes.Axes` The `~.axes.Axes` to attach the cursor to. @@ -2021,11 +2028,25 @@ class MultiCursor(Widget): See :doc:`/gallery/widgets/multicursor`. """ - def __init__(self, canvas, axes, *, useblit=True, horizOn=False, vertOn=True, + def __init__(self, *args, useblit=True, horizOn=False, vertOn=True, **lineprops): - # canvas is stored only to provide the deprecated .canvas attribute; - # once it goes away the unused argument won't need to be stored at all. - self._canvas = canvas + # Deprecation of canvas as the first attribute. When the deprecation exprires: + # - change the signature to __init__(self, axes, *, ...) + # - delete the "Call signatures" block in the docstring + # - delete this block + kwargs = {k: lineprops.pop(k) + for k in list(lineprops) if k in ("canvas", "axes")} + params = _api.select_matching_signature( + [lambda axes: locals(), lambda canvas, axes: locals()], *args, **kwargs) + if "canvas" in params: + _api.warn_deprecated( + "3.11", + message="The canvas parameter in MultiCursor is unused and deprecated " + "since %(since)s. Please remove it and call MultiCursor(axes) " + "instead of MultiCursor(canvas, axes). The latter will start raising " + "an error in %(removal)s" + ) + axes = params["axes"] self.axes = axes self.horizOn = horizOn From 4104dd5aed28b1d289d08fc175e63b6b145ca124 Mon Sep 17 00:00:00 2001 From: Fazeel Usmani Date: Wed, 12 Nov 2025 08:49:04 +0000 Subject: [PATCH 024/329] Fix PDF bloat for off-axis scatter with per-point colors Skip emitting markers outside canvas bounds in draw_path_collection to reduce PDF file size when scatter points are off-axis. Fixes #2488 --- lib/matplotlib/backends/backend_pdf.py | 6 ++ lib/matplotlib/tests/test_backend_pdf.py | 109 +++++++++++++++++++++++ 2 files changed, 115 insertions(+) diff --git a/lib/matplotlib/backends/backend_pdf.py b/lib/matplotlib/backends/backend_pdf.py index d63808eb3925..109cd9339208 100644 --- a/lib/matplotlib/backends/backend_pdf.py +++ b/lib/matplotlib/backends/backend_pdf.py @@ -2118,6 +2118,12 @@ def draw_path_collection(self, gc, master_transform, paths, all_transforms, facecolors, edgecolors, linewidths, linestyles, antialiaseds, urls, offset_position, hatchcolors=hatchcolors): + # Skip markers outside visible canvas bounds to reduce PDF size + # (same optimization as in draw_markers). + if not (0 <= xo <= self.file.width * 72 + and 0 <= yo <= self.file.height * 72): + continue + self.check_gc(gc0, rgbFace) dx, dy = xo - lastx, yo - lasty output(1, 0, 0, 1, dx, dy, Op.concat_matrix, path_id, diff --git a/lib/matplotlib/tests/test_backend_pdf.py b/lib/matplotlib/tests/test_backend_pdf.py index f126fb543e78..032326f24a6a 100644 --- a/lib/matplotlib/tests/test_backend_pdf.py +++ b/lib/matplotlib/tests/test_backend_pdf.py @@ -478,3 +478,112 @@ def test_font_bitstream_charter(): ax.text(0.1, 0.3, r"fi ffl 1234", usetex=True, fontsize=50) ax.set_xticks([]) ax.set_yticks([]) + + +def test_scatter_offaxis_colored_pdf_size(): + """ + Test that off-axis scatter plots with per-point colors don't bloat PDFs. + + Regression test for issue #2488. When scatter points with per-point colors + are completely outside the visible axes, the PDF backend should skip + writing those markers to significantly reduce file size. + """ + # Use John Hunter's birthday as random seed for reproducibility + rng = np.random.default_rng(19680801) + + n_points = 1000 + x = rng.random(n_points) * 10 + y = rng.random(n_points) * 10 + c = rng.random(n_points) + + # Test 1: Scatter with per-point colors, all points OFF-AXIS + fig1, ax1 = plt.subplots() + ax1.scatter(x, y, c=c) + ax1.set_xlim(20, 30) # Move view completely away from data (x is 0-10) + ax1.set_ylim(20, 30) # Move view completely away from data (y is 0-10) + + buf1 = io.BytesIO() + fig1.savefig(buf1, format='pdf') + size_offaxis_colored = buf1.tell() + plt.close(fig1) + + # Test 2: Empty scatter (baseline - smallest possible) + fig2, ax2 = plt.subplots() + ax2.set_xlim(20, 30) + ax2.set_ylim(20, 30) + + buf2 = io.BytesIO() + fig2.savefig(buf2, format='pdf') + size_empty = buf2.tell() + plt.close(fig2) + + # The off-axis colored scatter should be close to empty size + # Allow up to 50KB overhead for axes/metadata, but should be much smaller + # than if all 1000 markers were written (which would add ~200-400KB) + assert size_offaxis_colored < size_empty + 50_000, ( + f"Off-axis colored scatter PDF ({size_offaxis_colored} bytes) is too large. " + f"Expected close to empty figure size ({size_empty} bytes). " + f"Markers may not be properly skipped." + ) + + +@check_figures_equal(extensions=["pdf"]) +def test_scatter_offaxis_colored_visual(fig_test, fig_ref): + """ + Test that on-axis scatter with per-point colors still renders correctly. + + Ensures the optimization for off-axis markers doesn't break normal + scatter rendering. + """ + rng = np.random.default_rng(19680801) + + n_points = 100 + x = rng.random(n_points) * 5 + y = rng.random(n_points) * 5 + c = rng.random(n_points) + + # Test figure: scatter with clipping optimization + ax_test = fig_test.subplots() + ax_test.scatter(x, y, c=c, s=50) + ax_test.set_xlim(0, 10) + ax_test.set_ylim(0, 10) + + # Reference figure: should look identical + ax_ref = fig_ref.subplots() + ax_ref.scatter(x, y, c=c, s=50) + ax_ref.set_xlim(0, 10) + ax_ref.set_ylim(0, 10) + + +@check_figures_equal(extensions=["pdf"]) +def test_scatter_mixed_onoff_axis(fig_test, fig_ref): + """ + Test scatter with some points on-axis and some off-axis. + + Ensures the optimization correctly handles the common case where only + some markers are outside the visible area. + """ + rng = np.random.default_rng(19680801) + + # Create points: half on-axis (0-5), half off-axis (15-20) + n_points = 50 + x_on = rng.random(n_points) * 5 + y_on = rng.random(n_points) * 5 + x_off = rng.random(n_points) * 5 + 15 + y_off = rng.random(n_points) * 5 + 15 + + x = np.concatenate([x_on, x_off]) + y = np.concatenate([y_on, y_off]) + c = rng.random(2 * n_points) + + # Test figure: scatter with mixed points + ax_test = fig_test.subplots() + ax_test.scatter(x, y, c=c, s=50) + ax_test.set_xlim(0, 10) + ax_test.set_ylim(0, 10) + + # Reference figure: only the on-axis points should be visible + ax_ref = fig_ref.subplots() + ax_ref.scatter(x_on, y_on, c=c[:n_points], s=50) + ax_ref.set_xlim(0, 10) + ax_ref.set_ylim(0, 10) From f95d7611f9932a68a099ca698fe25709b07a16fd Mon Sep 17 00:00:00 2001 From: Fazeel Usmani Date: Wed, 12 Nov 2025 20:47:58 +0530 Subject: [PATCH 025/329] Skip off-canvas markers in PDF backend, accounting for marker size --- lib/matplotlib/backends/backend_pdf.py | 25 +++++++++++++++++++++---- 1 file changed, 21 insertions(+), 4 deletions(-) diff --git a/lib/matplotlib/backends/backend_pdf.py b/lib/matplotlib/backends/backend_pdf.py index 109cd9339208..219ef2d79c29 100644 --- a/lib/matplotlib/backends/backend_pdf.py +++ b/lib/matplotlib/backends/backend_pdf.py @@ -2104,12 +2104,26 @@ def draw_path_collection(self, gc, master_transform, paths, all_transforms, padding = np.max(linewidths) path_codes = [] + + # Calculate maximum marker extent for conservative bounds checking. + # We need to account for marker size, not just position. + max_marker_extent = 0 for i, (path, transform) in enumerate(self._iter_collection_raw_paths( master_transform, paths, all_transforms)): + if len(path.vertices): + # Get the bounding box of the transformed marker path. + # Use get_extents() which is more efficient than transforming + # all vertices, and add padding for stroke width. + bbox = path.get_extents(transform) + max_marker_extent = max(max_marker_extent, + bbox.width / 2, bbox.height / 2) name = self.file.pathCollectionObject( gc, path, transform, padding, filled, stroked) path_codes.append(name) + # Add padding for stroke width. + max_marker_extent += padding + output = self.file.output output(*self.gc.push()) lastx, lasty = 0, 0 @@ -2118,10 +2132,13 @@ def draw_path_collection(self, gc, master_transform, paths, all_transforms, facecolors, edgecolors, linewidths, linestyles, antialiaseds, urls, offset_position, hatchcolors=hatchcolors): - # Skip markers outside visible canvas bounds to reduce PDF size - # (same optimization as in draw_markers). - if not (0 <= xo <= self.file.width * 72 - and 0 <= yo <= self.file.height * 72): + # Skip markers outside visible canvas bounds to reduce PDF size. + # Add max_marker_extent margin to account for marker size - a marker + # may be partially visible even if its center is outside the canvas. + canvas_width = self.file.width * 72 + canvas_height = self.file.height * 72 + if not (-max_marker_extent <= xo <= canvas_width + max_marker_extent + and -max_marker_extent <= yo <= canvas_height + max_marker_extent): continue self.check_gc(gc0, rgbFace) From 86b38d3f29aa2af2ddcbd1895433117caa0fba47 Mon Sep 17 00:00:00 2001 From: Kyle Sunden Date: Wed, 12 Nov 2025 19:45:06 -0600 Subject: [PATCH 026/329] Github stats v3.10.8 --- doc/users/github_stats.rst | 55 +++++++------- .../prev_whats_new/github_stats_3.10.7.rst | 74 +++++++++++++++++++ 2 files changed, 103 insertions(+), 26 deletions(-) create mode 100644 doc/users/prev_whats_new/github_stats_3.10.7.rst diff --git a/doc/users/github_stats.rst b/doc/users/github_stats.rst index c40bedb4cb5b..8d93759ac756 100644 --- a/doc/users/github_stats.rst +++ b/doc/users/github_stats.rst @@ -1,19 +1,18 @@ .. _github-stats: -GitHub statistics for 3.10.7 (Oct 08, 2025) +GitHub statistics for 3.10.8 (Nov 12, 2025) =========================================== -GitHub statistics for 2024/12/14 (tag: v3.10.0) - 2025/10/08 +GitHub statistics for 2024/12/14 (tag: v3.10.0) - 2025/11/12 These lists are automatically generated, and may be incomplete or contain duplicates. We closed 4 issues and merged 16 pull requests. -The full list can be seen `on GitHub `__ +The full list can be seen `on GitHub `__ -The following 32 authors contributed 422 commits. +The following 35 authors contributed 445 commits. * Aasma Gupta -* AASMA GUPTA * Antony Lee * Christine P. Chai * David Stansby @@ -22,6 +21,7 @@ The following 32 authors contributed 422 commits. * G.D. McBain * Greg Lucas * hannah +* heinrich5991 * hu-xiaonan * Ian Thomas * Inês Cachola @@ -29,19 +29,22 @@ The following 32 authors contributed 422 commits. * Jouni K. Seppänen * Khushi_29 * Kyle Sunden +* Lucas Gruwez * Lumberbot (aka Jack) * N R Navaneet * Nathan G. Wiseman +* Nathan Goldbaum +* Nick Coish * Oscar Gustafsson * Praful Gulani * Qian Zhang +* Rafael Katri * Raphael Erik Hviding * Roman * Ruth Comer * saikarna913 * Scott Shambaugh * Thomas A Caswell -* Tim Heap * Tim Hoffmann * Trygve Magnus Ræder @@ -49,29 +52,29 @@ GitHub issues and pull requests: Pull Requests (16): -* :ghpull:`30628`: Backport PR #30626 on branch v3.10.x (MNT: Fix new F401 unused imports warnings) -* :ghpull:`30626`: MNT: Fix new F401 unused imports warnings -* :ghpull:`30589`: Backport PR #29745: Use PEP8 style method and function names from -* :ghpull:`30614`: Backport PR #30612 on branch v3.10.x (MNT: update black pin) -* :ghpull:`30612`: MNT: update black pin -* :ghpull:`30572`: Backport PR #30571 on branch v3.10.x (CI: remove macos13) -* :ghpull:`30571`: CI: remove macos13 -* :ghpull:`30570`: Backport PR #30558 on branch v3.10.x (Fix stubtest with mypy 18) -* :ghpull:`30558`: Fix stubtest with mypy 18 -* :ghpull:`30540`: Backport PR #30539 on branch v3.10.x (Fix scale_unit/scale_units typo in quiver docs) -* :ghpull:`30539`: Fix scale_unit/scale_units typo in quiver docs -* :ghpull:`30518`: Backport PR #30497 on branch v3.10.x (TST: Use a temporary directory for test_save_figure_return) -* :ghpull:`30497`: TST: Use a temporary directory for test_save_figure_return -* :ghpull:`30506`: Backport PR #30490 on branch v3.10.x (Fix SVG rendering error in def update_background) -* :ghpull:`30490`: Fix SVG rendering error in def update_background -* :ghpull:`30494`: Backport PR #30492 on branch v3.10.x (DOC: pytz link should be from PyPI) +* :ghpull:`30717`: Backport PR #30714 on branch v3.10.x (FIX: Gracefully handle numpy arrays as input to check_in_list()) +* :ghpull:`30714`: FIX: Gracefully handle numpy arrays as input to check_in_list() +* :ghpull:`30560`: Consistent zoom boxes +* :ghpull:`30711`: Backport PR #30697 on branch v3.10.x (BUG: raise when creating a MacOS FigureManager outside the main thread) +* :ghpull:`30697`: BUG: raise when creating a MacOS FigureManager outside the main thread +* :ghpull:`30656`: Backport PR #29810 on branch v3.10.x (Declare free-threaded support in MacOS backend extension) +* :ghpull:`30702`: Backport PR #30624 on branch v3.10.x (TST: Increase tolerances for Ghostscript 10.06) +* :ghpull:`30700`: Backport PR #30698 on branch v3.10.x (BLD: update trove metadata to support py3.14) +* :ghpull:`30624`: TST: Increase tolerances for Ghostscript 10.06 +* :ghpull:`30698`: BLD: update trove metadata to support py3.14 +* :ghpull:`30688`: Backport PR #30687 on branch v3.10.x (DOC: Fix pip link) +* :ghpull:`30675`: Backport PR #30657 on branch v3.10.x (Fix AttributeError: module 'gi' has no attribute 'require_version') +* :ghpull:`30674`: Backport PR #30672 on branch v3.10.x (Use pathlib.Path instead of matplotlib.path.Path in text.pyi) +* :ghpull:`30672`: Use pathlib.Path instead of matplotlib.path.Path in text.pyi +* :ghpull:`30657`: Fix ``AttributeError: module 'gi' has no attribute 'require_version'`` +* :ghpull:`29810`: Declare free-threaded support in MacOS backend extension Issues (4): -* :ghissue:`30611`: [MNT]: black version -* :ghissue:`30551`: [Bug]: Mypy stubtest failure on disjoint_base -* :ghissue:`30493`: [Bug]: test_save_figure_return seems flaky -* :ghissue:`30485`: [Bug]: figures with SpanSelector(..., useblit=True) can't be saved to SVG or PDF +* :ghissue:`30706`: [Bug]: Axes.grouped_bar() with non-string orientation (e.g., NumPy array) raises ambiguous truth-value error instead of clean ValueError +* :ghissue:`30666`: [Bug]: calling pyplot.gca() outside the main thread crashes the interpreter with the MacOS backend +* :ghissue:`30669`: [Bug]: Type hint for fontproperties keyword in text.pyi is wrong +* :ghissue:`30654`: [Bug]: error plotting: AttributeError: module 'gi' has no attribute 'require_version' Previous GitHub statistics diff --git a/doc/users/prev_whats_new/github_stats_3.10.7.rst b/doc/users/prev_whats_new/github_stats_3.10.7.rst new file mode 100644 index 000000000000..8c12e4050219 --- /dev/null +++ b/doc/users/prev_whats_new/github_stats_3.10.7.rst @@ -0,0 +1,74 @@ +.. _github-stats_3-10-7: + +GitHub statistics for 3.10.7 (Oct 08, 2025) +=========================================== + +GitHub statistics for 2024/12/14 (tag: v3.10.0) - 2025/10/08 + +These lists are automatically generated, and may be incomplete or contain duplicates. + +We closed 4 issues and merged 16 pull requests. +The full list can be seen `on GitHub `__ + +The following 32 authors contributed 422 commits. + +* Aasma Gupta +* AASMA GUPTA +* Antony Lee +* Christine P. Chai +* David Stansby +* dependabot[bot] +* Elliott Sales de Andrade +* G.D. McBain +* Greg Lucas +* hannah +* hu-xiaonan +* Ian Thomas +* Inês Cachola +* Jody Klymak +* Jouni K. Seppänen +* Khushi_29 +* Kyle Sunden +* Lumberbot (aka Jack) +* N R Navaneet +* Nathan G. Wiseman +* Oscar Gustafsson +* Praful Gulani +* Qian Zhang +* Raphael Erik Hviding +* Roman +* Ruth Comer +* saikarna913 +* Scott Shambaugh +* Thomas A Caswell +* Tim Heap +* Tim Hoffmann +* Trygve Magnus Ræder + +GitHub issues and pull requests: + +Pull Requests (16): + +* :ghpull:`30628`: Backport PR #30626 on branch v3.10.x (MNT: Fix new F401 unused imports warnings) +* :ghpull:`30626`: MNT: Fix new F401 unused imports warnings +* :ghpull:`30589`: Backport PR #29745: Use PEP8 style method and function names from +* :ghpull:`30614`: Backport PR #30612 on branch v3.10.x (MNT: update black pin) +* :ghpull:`30612`: MNT: update black pin +* :ghpull:`30572`: Backport PR #30571 on branch v3.10.x (CI: remove macos13) +* :ghpull:`30571`: CI: remove macos13 +* :ghpull:`30570`: Backport PR #30558 on branch v3.10.x (Fix stubtest with mypy 18) +* :ghpull:`30558`: Fix stubtest with mypy 18 +* :ghpull:`30540`: Backport PR #30539 on branch v3.10.x (Fix scale_unit/scale_units typo in quiver docs) +* :ghpull:`30539`: Fix scale_unit/scale_units typo in quiver docs +* :ghpull:`30518`: Backport PR #30497 on branch v3.10.x (TST: Use a temporary directory for test_save_figure_return) +* :ghpull:`30497`: TST: Use a temporary directory for test_save_figure_return +* :ghpull:`30506`: Backport PR #30490 on branch v3.10.x (Fix SVG rendering error in def update_background) +* :ghpull:`30490`: Fix SVG rendering error in def update_background +* :ghpull:`30494`: Backport PR #30492 on branch v3.10.x (DOC: pytz link should be from PyPI) + +Issues (4): + +* :ghissue:`30611`: [MNT]: black version +* :ghissue:`30551`: [Bug]: Mypy stubtest failure on disjoint_base +* :ghissue:`30493`: [Bug]: test_save_figure_return seems flaky +* :ghissue:`30485`: [Bug]: figures with SpanSelector(..., useblit=True) can't be saved to SVG or PDF From 0b9ebb35f8310f22eb7f932b2ae14befb1f40b6f Mon Sep 17 00:00:00 2001 From: Kyle Sunden Date: Wed, 12 Nov 2025 19:49:57 -0600 Subject: [PATCH 027/329] Doc release prep v3.10.8 --- doc/_static/switcher.json | 2 +- doc/users/release_notes.rst | 1 + 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/doc/_static/switcher.json b/doc/_static/switcher.json index 3912afd8a17d..36e743db21b8 100644 --- a/doc/_static/switcher.json +++ b/doc/_static/switcher.json @@ -1,7 +1,7 @@ [ { "name": "3.10 (stable)", - "version": "3.10.7", + "version": "3.10.8", "url": "https://matplotlib.org/stable/", "preferred": true }, diff --git a/doc/users/release_notes.rst b/doc/users/release_notes.rst index ea0541d5f04b..dbdcd61437ac 100644 --- a/doc/users/release_notes.rst +++ b/doc/users/release_notes.rst @@ -22,6 +22,7 @@ Version 3.10 ../api/prev_api_changes/api_changes_3.10.1.rst ../api/prev_api_changes/api_changes_3.10.0.rst github_stats.rst + prev_whats_new/github_stats_3.10.7.rst prev_whats_new/github_stats_3.10.6.rst prev_whats_new/github_stats_3.10.5.rst prev_whats_new/github_stats_3.10.3.rst From 1392cbe3c79cdb93f9282747841d648770f60249 Mon Sep 17 00:00:00 2001 From: Kyle Sunden Date: Wed, 12 Nov 2025 20:07:31 -0600 Subject: [PATCH 028/329] REL: v3.10.8 This is a bugfix release in the 3.10.x series. The primary highlights of this release are: - Properly allow freethreaded mode in the MacOS backend - Better error handling for MacOS backend From e4b804a11af4c65faeb0618f53672ecde06f4e09 Mon Sep 17 00:00:00 2001 From: Kyle Sunden Date: Wed, 12 Nov 2025 20:10:50 -0600 Subject: [PATCH 029/329] REL: Bump from v3.10.8 tag From 1f3b3c344772b58a1bda0f5eac2233a83a3de19f Mon Sep 17 00:00:00 2001 From: Fazeel Usmani Date: Thu, 13 Nov 2025 14:34:32 +0530 Subject: [PATCH 030/329] Fix PDF bloat for off-axis scatter with per-point colors --- lib/matplotlib/backends/backend_pdf.py | 43 ++++++++++++++------------ 1 file changed, 23 insertions(+), 20 deletions(-) diff --git a/lib/matplotlib/backends/backend_pdf.py b/lib/matplotlib/backends/backend_pdf.py index 219ef2d79c29..65a15f393f57 100644 --- a/lib/matplotlib/backends/backend_pdf.py +++ b/lib/matplotlib/backends/backend_pdf.py @@ -2104,25 +2104,28 @@ def draw_path_collection(self, gc, master_transform, paths, all_transforms, padding = np.max(linewidths) path_codes = [] - - # Calculate maximum marker extent for conservative bounds checking. - # We need to account for marker size, not just position. - max_marker_extent = 0 + path_extents = [] for i, (path, transform) in enumerate(self._iter_collection_raw_paths( master_transform, paths, all_transforms)): - if len(path.vertices): - # Get the bounding box of the transformed marker path. - # Use get_extents() which is more efficient than transforming - # all vertices, and add padding for stroke width. - bbox = path.get_extents(transform) - max_marker_extent = max(max_marker_extent, - bbox.width / 2, bbox.height / 2) name = self.file.pathCollectionObject( gc, path, transform, padding, filled, stroked) path_codes.append(name) + # Compute the extent of each marker path to enable per-marker + # bounds checking. This allows us to skip markers that are + # completely outside the visible canvas while preserving markers + # that are partially visible. + if len(path.vertices): + bbox = path.get_extents(transform) + # Store half-width and half-height for efficient bounds checking + path_extents.append((bbox.width / 2, bbox.height / 2)) + else: + path_extents.append((0, 0)) + + # Create a mapping from path_id to extent for efficient lookup + path_extent_map = dict(zip(path_codes, path_extents)) - # Add padding for stroke width. - max_marker_extent += padding + canvas_width = self.file.width * 72 + canvas_height = self.file.height * 72 output = self.file.output output(*self.gc.push()) @@ -2132,13 +2135,13 @@ def draw_path_collection(self, gc, master_transform, paths, all_transforms, facecolors, edgecolors, linewidths, linestyles, antialiaseds, urls, offset_position, hatchcolors=hatchcolors): - # Skip markers outside visible canvas bounds to reduce PDF size. - # Add max_marker_extent margin to account for marker size - a marker - # may be partially visible even if its center is outside the canvas. - canvas_width = self.file.width * 72 - canvas_height = self.file.height * 72 - if not (-max_marker_extent <= xo <= canvas_width + max_marker_extent - and -max_marker_extent <= yo <= canvas_height + max_marker_extent): + # Skip markers completely outside visible canvas bounds to reduce + # PDF file size. Use per-marker extents to handle large markers + # correctly: only skip if the marker's bounding box doesn't + # intersect the canvas at all. + extent_x, extent_y = path_extent_map[path_id] + if not (-extent_x <= xo <= canvas_width + extent_x + and -extent_y <= yo <= canvas_height + extent_y): continue self.check_gc(gc0, rgbFace) From 1c3e605395ef889b4fb71741eed3b65ec8c2b3a8 Mon Sep 17 00:00:00 2001 From: Fazeel Usmani Date: Thu, 13 Nov 2025 14:35:18 +0530 Subject: [PATCH 031/329] Add tests for scatter PDF optimization with colored markers --- lib/matplotlib/tests/test_backend_pdf.py | 121 +++++++++++++++++++++-- 1 file changed, 115 insertions(+), 6 deletions(-) diff --git a/lib/matplotlib/tests/test_backend_pdf.py b/lib/matplotlib/tests/test_backend_pdf.py index 032326f24a6a..9e34745a9774 100644 --- a/lib/matplotlib/tests/test_backend_pdf.py +++ b/lib/matplotlib/tests/test_backend_pdf.py @@ -507,8 +507,9 @@ def test_scatter_offaxis_colored_pdf_size(): size_offaxis_colored = buf1.tell() plt.close(fig1) - # Test 2: Empty scatter (baseline - smallest possible) + # Test 2: Empty scatter (baseline - accounts for scatter call overhead) fig2, ax2 = plt.subplots() + ax2.scatter([], []) # Empty scatter to match the axes structure ax2.set_xlim(20, 30) ax2.set_ylim(20, 30) @@ -517,15 +518,38 @@ def test_scatter_offaxis_colored_pdf_size(): size_empty = buf2.tell() plt.close(fig2) - # The off-axis colored scatter should be close to empty size - # Allow up to 50KB overhead for axes/metadata, but should be much smaller - # than if all 1000 markers were written (which would add ~200-400KB) - assert size_offaxis_colored < size_empty + 50_000, ( + # Test 3: Scatter with visible markers (should be much larger) + fig3, ax3 = plt.subplots() + ax3.scatter(x + 20, y + 20, c=c) # Shift points to be visible + ax3.set_xlim(20, 30) + ax3.set_ylim(20, 30) + + buf3 = io.BytesIO() + fig3.savefig(buf3, format='pdf') + size_visible = buf3.tell() + plt.close(fig3) + + # The off-axis colored scatter should be close to empty size. + # Since the axes are identical, the difference should be minimal + # (just the scatter collection setup, no actual marker data). + # Use a tight tolerance since axes output is identical. + assert size_offaxis_colored < size_empty + 5_000, ( f"Off-axis colored scatter PDF ({size_offaxis_colored} bytes) is too large. " - f"Expected close to empty figure size ({size_empty} bytes). " + f"Expected close to empty scatter size ({size_empty} bytes). " f"Markers may not be properly skipped." ) + # The visible scatter should be significantly larger than both empty and + # off-axis, demonstrating the optimization is working. + assert size_visible > size_empty + 15_000, ( + f"Visible scatter PDF ({size_visible} bytes) should be much larger " + f"than empty ({size_empty} bytes) to validate the test." + ) + assert size_visible > size_offaxis_colored + 15_000, ( + f"Visible scatter PDF ({size_visible} bytes) should be much larger " + f"than off-axis ({size_offaxis_colored} bytes) to validate optimization." + ) + @check_figures_equal(extensions=["pdf"]) def test_scatter_offaxis_colored_visual(fig_test, fig_ref): @@ -587,3 +611,88 @@ def test_scatter_mixed_onoff_axis(fig_test, fig_ref): ax_ref.scatter(x_on, y_on, c=c[:n_points], s=50) ax_ref.set_xlim(0, 10) ax_ref.set_ylim(0, 10) + + +@check_figures_equal(extensions=["pdf"]) +def test_scatter_large_markers_partial_clip(fig_test, fig_ref): + """ + Test that large markers are rendered when partially visible. + + Addresses reviewer concern: markers with centers outside the canvas but + with edges extending into the visible area should still be rendered. + """ + # Create markers just outside the visible area + # Canvas is 0-10, markers at x=-0.5 and x=10.5 + x = np.array([-0.5, 10.5, 5]) # left edge, right edge, center + y = np.array([5, 5, -0.5]) # center, center, bottom edge + c = np.array([0.2, 0.5, 0.8]) + + # Test figure: large markers (s=500 ≈ 11 points radius) + # Centers are outside, but marker edges extend into visible area + ax_test = fig_test.subplots() + ax_test.scatter(x, y, c=c, s=500) + ax_test.set_xlim(0, 10) + ax_test.set_ylim(0, 10) + + # Reference figure: same plot (should render identically) + ax_ref = fig_ref.subplots() + ax_ref.scatter(x, y, c=c, s=500) + ax_ref.set_xlim(0, 10) + ax_ref.set_ylim(0, 10) + + +@check_figures_equal(extensions=["pdf"]) +def test_scatter_logscale(fig_test, fig_ref): + """ + Test scatter optimization with logarithmic scales. + + Ensures bounds checking works correctly in log-transformed coordinates. + """ + rng = np.random.default_rng(19680801) + + # Create points across several orders of magnitude + n_points = 50 + x = 10 ** (rng.random(n_points) * 4) # 1 to 10000 + y = 10 ** (rng.random(n_points) * 4) + c = rng.random(n_points) + + # Test figure: log scale with points mostly outside view + ax_test = fig_test.subplots() + ax_test.scatter(x, y, c=c, s=50) + ax_test.set_xscale('log') + ax_test.set_yscale('log') + ax_test.set_xlim(100, 1000) # Only show middle range + ax_test.set_ylim(100, 1000) + + # Reference figure: should render identically + ax_ref = fig_ref.subplots() + ax_ref.scatter(x, y, c=c, s=50) + ax_ref.set_xscale('log') + ax_ref.set_yscale('log') + ax_ref.set_xlim(100, 1000) + ax_ref.set_ylim(100, 1000) + + +@check_figures_equal(extensions=["pdf"]) +def test_scatter_polar(fig_test, fig_ref): + """ + Test scatter optimization with polar coordinates. + + Ensures bounds checking works correctly in polar projections. + """ + rng = np.random.default_rng(19680801) + + n_points = 50 + theta = rng.random(n_points) * 2 * np.pi + r = rng.random(n_points) * 3 + c = rng.random(n_points) + + # Test figure: polar projection + ax_test = fig_test.subplots(subplot_kw={'projection': 'polar'}) + ax_test.scatter(theta, r, c=c, s=50) + ax_test.set_ylim(0, 2) # Limit radial range + + # Reference figure: should render identically + ax_ref = fig_ref.subplots(subplot_kw={'projection': 'polar'}) + ax_ref.scatter(theta, r, c=c, s=50) + ax_ref.set_ylim(0, 2) From c0041fb5fc16bbc68caaddd987901466659dcc7b Mon Sep 17 00:00:00 2001 From: Thomas A Caswell Date: Thu, 13 Nov 2025 13:28:49 -0500 Subject: [PATCH 032/329] FIX: when creating a canvas from a Figure use original dpi When we upscale the DPI for high-dpi screens we stash the original dpi and then set the figure dpi to the scaled version. If the same Figure instance is repeatedly passed to a Canvas that support hi-dpi it would go into a loop where the scaled DPI is treated as the original dpi and infinitely increases. By grabbing `fig._original_dpi` (which we stash for exactly this reason) we can avoid this loop. closes #26380 --- lib/matplotlib/backend_bases.py | 2 +- lib/matplotlib/figure.py | 8 +++----- 2 files changed, 4 insertions(+), 6 deletions(-) diff --git a/lib/matplotlib/backend_bases.py b/lib/matplotlib/backend_bases.py index fc7d651a6eb4..137611ab6703 100644 --- a/lib/matplotlib/backend_bases.py +++ b/lib/matplotlib/backend_bases.py @@ -1763,7 +1763,7 @@ def __init__(self, figure=None): self.toolbar = None # NavigationToolbar2 will set me self._is_idle_drawing = False # We don't want to scale up the figure DPI more than once. - figure._original_dpi = figure.dpi + figure._original_dpi = getattr(figure, '_original_dpi', figure.dpi) self._device_pixel_ratio = 1 super().__init__() # Typically the GUI widget init (if any). diff --git a/lib/matplotlib/figure.py b/lib/matplotlib/figure.py index eba873cdc221..6a4032f7c20a 100644 --- a/lib/matplotlib/figure.py +++ b/lib/matplotlib/figure.py @@ -3003,12 +3003,10 @@ def _set_base_canvas(self): This is used upon initialization of the Figure, but also to reset the canvas when decoupling from pyplot. """ - # check if we have changed the DPI due to hi-dpi screens - orig_dpi = getattr(self, '_original_dpi', self._dpi) FigureCanvasBase(self) # Set self.canvas as a side-effect - # put it back to what it was - if orig_dpi != self._dpi: - self.dpi = orig_dpi + # undo any high-dpi scaling + if self._dpi != self._original_dpi: + self.dpi = self._original_dpi def set_canvas(self, canvas): """ From 973c99ebc4a739ec790e16182075b917599fac5a Mon Sep 17 00:00:00 2001 From: Thomas A Caswell Date: Thu, 13 Nov 2025 23:50:01 -0500 Subject: [PATCH 033/329] FIX: correctly restore the size of unpickled figures with hi-dpi The issue is that we reset the dpi but did not re-compute any of the bounding boxes derived from the dpi leading to the initial redraw events to use the wrong physical size on the screen. Closes #27224 --- lib/matplotlib/figure.py | 5 +++-- lib/matplotlib/tests/test_figure.py | 3 +++ 2 files changed, 6 insertions(+), 2 deletions(-) diff --git a/lib/matplotlib/figure.py b/lib/matplotlib/figure.py index 6a4032f7c20a..4cd7fd01a995 100644 --- a/lib/matplotlib/figure.py +++ b/lib/matplotlib/figure.py @@ -3321,8 +3321,9 @@ def __setstate__(self, state): self.__dict__ = state # re-initialise some of the unstored state information - FigureCanvasBase(self) # Set self.canvas. - + self._set_base_canvas() + # force the bounding boxes to respect current dpi + self.dpi_scale_trans.clear().scale(self._dpi) if restore_to_pylab: # lazy import to avoid circularity import matplotlib.pyplot as plt diff --git a/lib/matplotlib/tests/test_figure.py b/lib/matplotlib/tests/test_figure.py index 5f0e68648966..e666a3b99f7f 100644 --- a/lib/matplotlib/tests/test_figure.py +++ b/lib/matplotlib/tests/test_figure.py @@ -1688,6 +1688,9 @@ def test_unpickle_with_device_pixel_ratio(): assert fig.dpi == 42*7 fig2 = pickle.loads(pickle.dumps(fig)) assert fig2.dpi == 42 + assert all( + [orig / 7 == restore for orig, restore in zip(fig.bbox.max, fig2.bbox.max)] + ) def test_gridspec_no_mutate_input(): From 3ef8b23735d481881eee2023ec58f510cd5310d2 Mon Sep 17 00:00:00 2001 From: Fazeel Usmani Date: Fri, 14 Nov 2025 17:42:52 +0530 Subject: [PATCH 034/329] implement hybrid approach --- lib/matplotlib/backends/backend_pdf.py | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/lib/matplotlib/backends/backend_pdf.py b/lib/matplotlib/backends/backend_pdf.py index 65a15f393f57..b9f3c71835c4 100644 --- a/lib/matplotlib/backends/backend_pdf.py +++ b/lib/matplotlib/backends/backend_pdf.py @@ -2135,6 +2135,19 @@ def draw_path_collection(self, gc, master_transform, paths, all_transforms, facecolors, edgecolors, linewidths, linestyles, antialiaseds, urls, offset_position, hatchcolors=hatchcolors): + # Optimization: Fast path for markers with centers inside canvas. + # This avoids the dictionary lookup for the common case where + # markers are visible, improving performance for large scatter plots. + if 0 <= xo <= canvas_width and 0 <= yo <= canvas_height: + # Marker center is inside canvas - definitely render it + self.check_gc(gc0, rgbFace) + dx, dy = xo - lastx, yo - lasty + output(1, 0, 0, 1, dx, dy, Op.concat_matrix, path_id, + Op.use_xobject) + lastx, lasty = xo, yo + continue + + # Marker center is outside canvas - check if partially visible. # Skip markers completely outside visible canvas bounds to reduce # PDF file size. Use per-marker extents to handle large markers # correctly: only skip if the marker's bounding box doesn't From 368c7c691e451969bf0b84a68ea8eddee643f3cf Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Sun, 16 Nov 2025 23:28:23 +0100 Subject: [PATCH 035/329] MNT: Improve Grouper - add Grouper.get_siblings(..., include_self=...) parameter - `Axes._shared_axes` is a class variable. Therefore, we can make `get_shared_x/y_axes()` class methods. This is in preparations of https://github.com/matplotlib/matplotlib/issues/30159#issuecomment-3539310071. --- lib/matplotlib/axes/_base.py | 10 ++++++---- lib/matplotlib/axes/_base.pyi | 6 ++++-- lib/matplotlib/axis.py | 2 +- lib/matplotlib/cbook.py | 21 +++++++++++++++------ lib/matplotlib/cbook.pyi | 4 ++-- lib/matplotlib/figure.py | 2 +- lib/matplotlib/tests/test_cbook.py | 1 + 7 files changed, 30 insertions(+), 16 deletions(-) diff --git a/lib/matplotlib/axes/_base.py b/lib/matplotlib/axes/_base.py index f047fe1809aa..534759d19ffd 100644 --- a/lib/matplotlib/axes/_base.py +++ b/lib/matplotlib/axes/_base.py @@ -4756,13 +4756,15 @@ def twiny(self, axes_class=None, **kwargs): ax2.yaxis.units = self.yaxis.units return ax2 - def get_shared_x_axes(self): + @classmethod + def get_shared_x_axes(cls): """Return an immutable view on the shared x-axes Grouper.""" - return cbook.GrouperView(self._shared_axes["x"]) + return cbook.GrouperView(cls._shared_axes["x"]) - def get_shared_y_axes(self): + @classmethod + def get_shared_y_axes(cls): """Return an immutable view on the shared y-axes Grouper.""" - return cbook.GrouperView(self._shared_axes["y"]) + return cbook.GrouperView(cls._shared_axes["y"]) def label_outer(self, remove_inner_ticks=False): """ diff --git a/lib/matplotlib/axes/_base.pyi b/lib/matplotlib/axes/_base.pyi index 5a5225eb8ba1..835dcfd60124 100644 --- a/lib/matplotlib/axes/_base.pyi +++ b/lib/matplotlib/axes/_base.pyi @@ -388,8 +388,10 @@ class _AxesBase(martist.Artist): ) -> Bbox | None: ... def twinx(self, axes_class: Axes | None = ..., **kwargs) -> Axes: ... def twiny(self, axes_class: Axes | None = ..., **kwargs) -> Axes: ... - def get_shared_x_axes(self) -> cbook.GrouperView: ... - def get_shared_y_axes(self) -> cbook.GrouperView: ... + @classmethod + def get_shared_x_axes(cls) -> cbook.GrouperView: ... + @classmethod + def get_shared_y_axes(cls) -> cbook.GrouperView: ... def label_outer(self, remove_inner_ticks: bool = ...) -> None: ... # The methods underneath this line are added via the `_axis_method_wrapper` class diff --git a/lib/matplotlib/axis.py b/lib/matplotlib/axis.py index c3b6fcac569f..ad7f1394bde9 100644 --- a/lib/matplotlib/axis.py +++ b/lib/matplotlib/axis.py @@ -703,7 +703,7 @@ def isDefault_minfmt(self, value): self.minor._formatter_is_default = value def _get_shared_axes(self): - """Return Grouper of shared Axes for current axis.""" + """Return a list of shared Axes for current axis.""" return self.axes._shared_axes[ self._get_axis_name()].get_siblings(self.axes) diff --git a/lib/matplotlib/cbook.py b/lib/matplotlib/cbook.py index a2a9e54792d9..a40cee52c9b8 100644 --- a/lib/matplotlib/cbook.py +++ b/lib/matplotlib/cbook.py @@ -886,10 +886,17 @@ def __iter__(self): for group in unique_groups.values(): yield sorted(group, key=self._ordering.__getitem__) - def get_siblings(self, a): - """Return all of the items joined with *a*, including itself.""" + def get_siblings(self, a, *, include_self=True): + """ + Return all the items joined with *a*. + + *a* is included in the list if *include_self* is True. + """ siblings = self._mapping.get(a, [a]) - return sorted(siblings, key=self._ordering.get) + result = sorted(siblings, key=self._ordering.get) + if not include_self: + result.remove(a) + return result class GrouperView: @@ -905,11 +912,13 @@ def joined(self, a, b): """ return self._grouper.joined(a, b) - def get_siblings(self, a): + def get_siblings(self, a, *, include_self=True): """ - Return all of the items joined with *a*, including itself. + Return all the items joined with *a*. + + *a* is included in the list if *include_self* is True. """ - return self._grouper.get_siblings(a) + return self._grouper.get_siblings(a, include_self=include_self) def simple_linear_interpolation(a, steps): diff --git a/lib/matplotlib/cbook.pyi b/lib/matplotlib/cbook.pyi index f7959a6fd0bb..0e5efedeb6f9 100644 --- a/lib/matplotlib/cbook.pyi +++ b/lib/matplotlib/cbook.pyi @@ -107,14 +107,14 @@ class Grouper(Generic[_T]): def joined(self, a: _T, b: _T) -> bool: ... def remove(self, a: _T) -> None: ... def __iter__(self) -> Iterator[list[_T]]: ... - def get_siblings(self, a: _T) -> list[_T]: ... + def get_siblings(self, a: _T, *, include_self: bool = True) -> list[_T]: ... class GrouperView(Generic[_T]): def __init__(self, grouper: Grouper[_T]) -> None: ... def __contains__(self, item: _T) -> bool: ... def __iter__(self) -> Iterator[list[_T]]: ... def joined(self, a: _T, b: _T) -> bool: ... - def get_siblings(self, a: _T) -> list[_T]: ... + def get_siblings(self, a: _T, *, include_self: bool = True) -> list[_T]: ... def simple_linear_interpolation(a: ArrayLike, steps: int) -> np.ndarray: ... def delete_masked_points(*args): ... diff --git a/lib/matplotlib/figure.py b/lib/matplotlib/figure.py index eba873cdc221..cf759a27bdc4 100644 --- a/lib/matplotlib/figure.py +++ b/lib/matplotlib/figure.py @@ -947,7 +947,7 @@ def _remove_axes(self, ax, owners): for name in ax._axis_names: # Break link between any shared Axes grouper = ax._shared_axes[name] - siblings = [other for other in grouper.get_siblings(ax) if other is not ax] + siblings = grouper.get_siblings(ax, include_self=False) if not siblings: # Axes was not shared along this axis; we're done. continue grouper.remove(ax) diff --git a/lib/matplotlib/tests/test_cbook.py b/lib/matplotlib/tests/test_cbook.py index 9b97d8e7e231..39b0e497b6b0 100644 --- a/lib/matplotlib/tests/test_cbook.py +++ b/lib/matplotlib/tests/test_cbook.py @@ -622,6 +622,7 @@ class Dummy: g.join(*objs) assert set(list(g)[0]) == set(objs) assert set(g.get_siblings(a)) == set(objs) + assert a not in g.get_siblings(a, include_self=False) for other in objs[1:]: assert g.joined(a, other) From 596bc2c1107545919d25586476f86abee2be5bb1 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Tue, 18 Nov 2025 18:02:53 +0100 Subject: [PATCH 036/329] DOC: Add example how to align tick labels Closes #21566. --- galleries/examples/ticks/align_ticklabels.py | 32 ++++++++++++++++++++ 1 file changed, 32 insertions(+) create mode 100644 galleries/examples/ticks/align_ticklabels.py diff --git a/galleries/examples/ticks/align_ticklabels.py b/galleries/examples/ticks/align_ticklabels.py new file mode 100644 index 000000000000..ec36e0db4d07 --- /dev/null +++ b/galleries/examples/ticks/align_ticklabels.py @@ -0,0 +1,32 @@ +""" +================= +Align tick labels +================= + +By default, tick labels are aligned towards the axis. This means the set of +*y* tick labels appear right-aligned. Because the alignment reference point +is on the axis, left-aligned tick labels would overlap the plotting area. +To achieve a good-looking left-alignment, you have to additionally increase +the padding. +""" +import matplotlib.pyplot as plt + +population = { + "Sydney": 5.2, + "Mexico City": 8.8, + "São Paulo": 12.2, + "Istanbul": 15.9, + "Lagos": 15.9, + "Shanghai": 21.9, +} + +fig, ax = plt.subplots(layout="constrained") +ax.barh(population.keys(), population.values()) +ax.set_xlabel('Population (in millions)') + +# left-align all ticklabels +for ticklabel in ax.get_yticklabels(): + ticklabel.set_horizontalalignment("left") + +# increase padding +ax.tick_params("y", pad=70) From 50aee836e46693466263b8ba003e686b187d1cbf Mon Sep 17 00:00:00 2001 From: Ruth Comer Date: Thu, 20 Nov 2025 16:17:40 +0000 Subject: [PATCH 037/329] FIX: figureoptions updates title string only --- lib/matplotlib/backends/qt_editor/figureoptions.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/lib/matplotlib/backends/qt_editor/figureoptions.py b/lib/matplotlib/backends/qt_editor/figureoptions.py index 9d31fa9ced2c..9c57b7c4e968 100644 --- a/lib/matplotlib/backends/qt_editor/figureoptions.py +++ b/lib/matplotlib/backends/qt_editor/figureoptions.py @@ -194,7 +194,7 @@ def apply_callback(data): raise ValueError("Unexpected field") title = general.pop(0) - axes.set_title(title) + axes.title.set_text(title) generate_legend = general.pop() for i, (name, axis) in enumerate(axis_map.items()): From d16334b35d16a5c1ee6e2b078b09ae34d6608dd2 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Sat, 22 Nov 2025 01:45:01 +0100 Subject: [PATCH 038/329] MNT: remove decorator frames from traceback Closes #29863. --- lib/matplotlib/__init__.py | 2 ++ lib/matplotlib/_api/deprecation.py | 7 +++++++ 2 files changed, 9 insertions(+) diff --git a/lib/matplotlib/__init__.py b/lib/matplotlib/__init__.py index 0b1b0e57dc6d..ca7ee60b9c2f 100644 --- a/lib/matplotlib/__init__.py +++ b/lib/matplotlib/__init__.py @@ -1502,6 +1502,8 @@ def func(foo, label=None): ... @functools.wraps(func) def inner(ax, *args, data=None, **kwargs): + __tracebackhide__ = True + if data is None: return func( ax, diff --git a/lib/matplotlib/_api/deprecation.py b/lib/matplotlib/_api/deprecation.py index 65a754bbb43d..04d13e80bdea 100644 --- a/lib/matplotlib/_api/deprecation.py +++ b/lib/matplotlib/_api/deprecation.py @@ -194,6 +194,7 @@ def emit_warning(): removal=removal) def wrapper(*args, **kwargs): + __tracebackhide__ = True emit_warning() return func(*args, **kwargs) @@ -286,6 +287,8 @@ def func(good_name): ... @functools.wraps(func) def wrapper(*args, **kwargs): + __tracebackhide__ = True + if old in kwargs: warn_deprecated( since, message=f"The {old!r} parameter of {func.__name__}() " @@ -376,6 +379,8 @@ def func(used_arg, other_arg, unused, more_args): ... @functools.wraps(func) def wrapper(*inner_args, **inner_kwargs): + __tracebackhide__ = True + if len(inner_args) <= name_idx and name not in inner_kwargs: # Early return in the simple, non-deprecated case (much faster than # calling bind()). @@ -441,6 +446,8 @@ def make_keyword_only(since, name, func=None): @functools.wraps(func) def wrapper(*args, **kwargs): + __tracebackhide__ = True + # Don't use signature.bind here, as it would fail when stacked with # rename_parameter and an "old" argument name is passed in # (signature.bind would fail, but the actual call would succeed). From 476d958c8f3beb815f643f56cc3528ce655397fa Mon Sep 17 00:00:00 2001 From: "Lumberbot (aka Jack)" <39504233+meeseeksmachine@users.noreply.github.com> Date: Tue, 25 Nov 2025 17:30:27 +0100 Subject: [PATCH 039/329] Backport PR #30788: Fix typo in key-mapping for "f11" (#30790) Co-authored-by: Ruth Comer <10599679+rcomer@users.noreply.github.com> --- lib/matplotlib/backends/backend_qt.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/lib/matplotlib/backends/backend_qt.py b/lib/matplotlib/backends/backend_qt.py index d0aded5fff63..dd642ba838af 100644 --- a/lib/matplotlib/backends/backend_qt.py +++ b/lib/matplotlib/backends/backend_qt.py @@ -55,7 +55,7 @@ ("Key_F8", "f8"), ("Key_F9", "f9"), ("Key_F10", "f10"), - ("Key_F10", "f11"), + ("Key_F11", "f11"), ("Key_F12", "f12"), ("Key_Super_L", "super"), ("Key_Super_R", "super"), From 6cb93cd06642c5877cd9b7ca34021d6c5d61b5e3 Mon Sep 17 00:00:00 2001 From: Ruth Comer <10599679+rcomer@users.noreply.github.com> Date: Sat, 29 Nov 2025 12:11:02 +0000 Subject: [PATCH 040/329] DOC: don't index or unpack the return value of pie (#30799) --- galleries/examples/misc/demo_agg_filter.py | 8 ++++---- galleries/examples/pie_and_polar_charts/bar_of_pie.py | 8 ++++---- 2 files changed, 8 insertions(+), 8 deletions(-) diff --git a/galleries/examples/misc/demo_agg_filter.py b/galleries/examples/misc/demo_agg_filter.py index 278fd998dd78..c736013e9718 100644 --- a/galleries/examples/misc/demo_agg_filter.py +++ b/galleries/examples/misc/demo_agg_filter.py @@ -269,19 +269,19 @@ def drop_shadow_patches(ax): def light_filter_pie(ax): fracs = [15, 30, 45, 10] explode = (0.1, 0.2, 0.1, 0.1) - pies = ax.pie(fracs, explode=explode) + pie = ax.pie(fracs, explode=explode) light_filter = LightFilter(9) - for p in pies[0]: + for p in pie.wedges: p.set_agg_filter(light_filter) p.set_rasterized(True) # to support mixed-mode renderers p.set(ec="none", lw=2) gauss = DropShadowFilter(9, offsets=(3, -4), alpha=0.7) - shadow = FilteredArtistList(pies[0], gauss) + shadow = FilteredArtistList(pie.wedges, gauss) ax.add_artist(shadow) - shadow.set_zorder(pies[0][0].get_zorder() - 0.1) + shadow.set_zorder(pie.wedges[0].get_zorder() - 0.1) if __name__ == "__main__": diff --git a/galleries/examples/pie_and_polar_charts/bar_of_pie.py b/galleries/examples/pie_and_polar_charts/bar_of_pie.py index 6f18b964cef7..7c703976db2e 100644 --- a/galleries/examples/pie_and_polar_charts/bar_of_pie.py +++ b/galleries/examples/pie_and_polar_charts/bar_of_pie.py @@ -25,8 +25,8 @@ explode = [0.1, 0, 0] # rotate so that first wedge is split by the x-axis angle = -180 * overall_ratios[0] -wedges, *_ = ax1.pie(overall_ratios, autopct='%1.1f%%', startangle=angle, - labels=labels, explode=explode) +pie = ax1.pie(overall_ratios, autopct='%1.1f%%', startangle=angle, + labels=labels, explode=explode) # bar chart parameters age_ratios = [.33, .54, .07, .06] @@ -47,8 +47,8 @@ ax2.set_xlim(- 2.5 * width, 2.5 * width) # use ConnectionPatch to draw lines between the two plots -theta1, theta2 = wedges[0].theta1, wedges[0].theta2 -center, r = wedges[0].center, wedges[0].r +theta1, theta2 = pie.wedges[0].theta1, pie.wedges[0].theta2 +center, r = pie.wedges[0].center, pie.wedges[0].r bar_height = sum(age_ratios) # draw top connecting line From 7bf7e47891ac0f83049d77fb13d0a2b619b93e9b Mon Sep 17 00:00:00 2001 From: Manit Roy Date: Sat, 29 Nov 2025 18:56:11 +0530 Subject: [PATCH 041/329] Add legend.linewidth parameter to control legend box edge linewidth (#30780) * Added legend.linewidth parameter to control legend box edge linewidth * Added legend.linewidth parameter to control legend box edge linewidth * linting issue and mypy subtest issue fixed * suggestions implemented * tests added * suggestion taken and .rst file renamed * Fix linting error --------- Co-authored-by: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> --- .../next_whats_new/legend_line_width.rst | 21 +++++++++++++ lib/matplotlib/legend.py | 10 ++++++ lib/matplotlib/legend.pyi | 1 + lib/matplotlib/mpl-data/matplotlibrc | 1 + lib/matplotlib/rcsetup.py | 2 ++ lib/matplotlib/tests/test_legend.py | 31 +++++++++++++++++++ 6 files changed, 66 insertions(+) create mode 100644 doc/release/next_whats_new/legend_line_width.rst diff --git a/doc/release/next_whats_new/legend_line_width.rst b/doc/release/next_whats_new/legend_line_width.rst new file mode 100644 index 000000000000..d8cfd57640a8 --- /dev/null +++ b/doc/release/next_whats_new/legend_line_width.rst @@ -0,0 +1,21 @@ +``legend.linewidth`` rcParam and parameter +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +A new rcParam ``legend.linewidth`` has been added to control the line width of +the legend's box edges. When set to ``None`` (the default), it inherits the +value from ``patch.linewidth``. This allows for independent control of the +legend frame line width without affecting other elements. + +The `.Legend` constructor also accepts a new *linewidth* parameter to set the +legend frame line width directly, overriding the rcParam value. + +.. plot:: + :include-source: true + :alt: A line plot with a legend showing a thick border around the legend box. + + import matplotlib.pyplot as plt + + fig, ax = plt.subplots() + ax.plot([1, 2, 3], label='data') + ax.legend(linewidth=2.0) # Thick legend box edge + plt.show() diff --git a/lib/matplotlib/legend.py b/lib/matplotlib/legend.py index 8564c18c5118..8f43f89de5f9 100644 --- a/lib/matplotlib/legend.py +++ b/lib/matplotlib/legend.py @@ -196,6 +196,12 @@ def _update_bbox_to_anchor(self, loc_in_canvas): The legend's background patch edge color. If ``"inherit"``, use :rc:`axes.edgecolor`. +linewidth : float or None, default: :rc:`legend.linewidth` + The legend's background patch edge linewidth. + If ``None``, use :rc:`patch.linewidth`. + + .. versionadded:: 3.11 + mode : {"expand", None} If *mode* is set to ``"expand"`` the legend will be horizontally expanded to fill the Axes area (or *bbox_to_anchor* if defines @@ -385,6 +391,7 @@ def __init__( framealpha=None, # set frame alpha edgecolor=None, # frame patch edgecolor facecolor=None, # frame patch facecolor + linewidth=None, # frame patch linewidth bbox_to_anchor=None, # bbox to which the legend will be anchored bbox_transform=None, # transform for the bbox @@ -526,9 +533,12 @@ def __init__( fancybox = mpl._val_or_rc(fancybox, "legend.fancybox") + linewidth = mpl._val_or_rc(linewidth, "legend.linewidth") + self.legendPatch = FancyBboxPatch( xy=(0, 0), width=1, height=1, facecolor=facecolor, edgecolor=edgecolor, + linewidth=linewidth, # If shadow is used, default to alpha=1 (#8943). alpha=(framealpha if framealpha is not None else 1 if shadow diff --git a/lib/matplotlib/legend.pyi b/lib/matplotlib/legend.pyi index c03471fc54d1..e17738c76161 100644 --- a/lib/matplotlib/legend.pyi +++ b/lib/matplotlib/legend.pyi @@ -85,6 +85,7 @@ class Legend(Artist): framealpha: float | None = ..., edgecolor: Literal["inherit"] | ColorType | None = ..., facecolor: Literal["inherit"] | ColorType | None = ..., + linewidth: float | None = ..., bbox_to_anchor: BboxBase | tuple[float, float] | tuple[float, float, float, float] diff --git a/lib/matplotlib/mpl-data/matplotlibrc b/lib/matplotlib/mpl-data/matplotlibrc index 83e567a414c9..b1eed6abfd3c 100644 --- a/lib/matplotlib/mpl-data/matplotlibrc +++ b/lib/matplotlib/mpl-data/matplotlibrc @@ -562,6 +562,7 @@ #legend.framealpha: 0.8 # legend patch transparency #legend.facecolor: inherit # inherit from axes.facecolor; or color spec #legend.edgecolor: 0.8 # background patch boundary color +#legend.linewidth: None # line width of the legend frame, None means inherit from patch.linewidth #legend.fancybox: True # if True, use a rounded box for the # legend background, else a rectangle #legend.shadow: False # if True, give background a shadow effect diff --git a/lib/matplotlib/rcsetup.py b/lib/matplotlib/rcsetup.py index 80d25659888e..a088274b3439 100644 --- a/lib/matplotlib/rcsetup.py +++ b/lib/matplotlib/rcsetup.py @@ -1184,6 +1184,8 @@ def _convert_validator_spec(key, conv): "legend.frameon": validate_bool, # alpha value of the legend frame "legend.framealpha": validate_float_or_None, + # linewidth of legend frame + "legend.linewidth": validate_float_or_None, ## the following dimensions are in fraction of the font size "legend.borderpad": validate_float, # units are fontsize diff --git a/lib/matplotlib/tests/test_legend.py b/lib/matplotlib/tests/test_legend.py index a99192c4d571..5f83b25b90a5 100644 --- a/lib/matplotlib/tests/test_legend.py +++ b/lib/matplotlib/tests/test_legend.py @@ -1669,6 +1669,37 @@ def test_boxplot_legend_labels(): assert all(x.get_label().startswith("_") for x in bp4['medians'][1:]) +def test_legend_linewidth(): + """Test legend.linewidth parameter and rcParam.""" + fig, ax = plt.subplots() + ax.plot([1, 2, 3], label='data') + + # Test direct parameter + leg = ax.legend(linewidth=2.5) + assert leg.legendPatch.get_linewidth() == 2.5 + + # Test rcParam + with mpl.rc_context({'legend.linewidth': 3.0}): + fig, ax = plt.subplots() + ax.plot([1, 2, 3], label='data') + leg = ax.legend() + assert leg.legendPatch.get_linewidth() == 3.0 + + # Test None default (should inherit from patch.linewidth) + with mpl.rc_context({'legend.linewidth': None, 'patch.linewidth': 1.5}): + fig, ax = plt.subplots() + ax.plot([1, 2, 3], label='data') + leg = ax.legend() + assert leg.legendPatch.get_linewidth() == 1.5 + + # Test that direct parameter overrides rcParam + with mpl.rc_context({'legend.linewidth': 1.0}): + fig, ax = plt.subplots() + ax.plot([1, 2, 3], label='data') + leg = ax.legend(linewidth=4.0) + assert leg.legendPatch.get_linewidth() == 4.0 + + def test_patchcollection_legend(): # Test that PatchCollection labels show up in legend and preserve visual # properties (issue #23998) From f9368d3e6116a04072a0ce099f07731e1fe2e349 Mon Sep 17 00:00:00 2001 From: Ruth Comer <10599679+rcomer@users.noreply.github.com> Date: Sat, 29 Nov 2025 21:19:05 +0000 Subject: [PATCH 042/329] Backport PR #30763: DOC: Add example how to align tick labels --- galleries/examples/ticks/align_ticklabels.py | 32 ++++++++++++++++++++ 1 file changed, 32 insertions(+) create mode 100644 galleries/examples/ticks/align_ticklabels.py diff --git a/galleries/examples/ticks/align_ticklabels.py b/galleries/examples/ticks/align_ticklabels.py new file mode 100644 index 000000000000..ec36e0db4d07 --- /dev/null +++ b/galleries/examples/ticks/align_ticklabels.py @@ -0,0 +1,32 @@ +""" +================= +Align tick labels +================= + +By default, tick labels are aligned towards the axis. This means the set of +*y* tick labels appear right-aligned. Because the alignment reference point +is on the axis, left-aligned tick labels would overlap the plotting area. +To achieve a good-looking left-alignment, you have to additionally increase +the padding. +""" +import matplotlib.pyplot as plt + +population = { + "Sydney": 5.2, + "Mexico City": 8.8, + "São Paulo": 12.2, + "Istanbul": 15.9, + "Lagos": 15.9, + "Shanghai": 21.9, +} + +fig, ax = plt.subplots(layout="constrained") +ax.barh(population.keys(), population.values()) +ax.set_xlabel('Population (in millions)') + +# left-align all ticklabels +for ticklabel in ax.get_yticklabels(): + ticklabel.set_horizontalalignment("left") + +# increase padding +ax.tick_params("y", pad=70) From 7ebaad84841cf3529dd8d4b5bad106c073b6ae76 Mon Sep 17 00:00:00 2001 From: Fazeel Usmani Date: Thu, 4 Dec 2025 21:46:57 +0530 Subject: [PATCH 043/329] Fix axis3d to include offset text in tight bounding box calculation (#30760) * Fix axis3d to include offset text in tight bounding box calculation * Fix test tolerance for platform compatibility The previous test used an overly strict tolerance (rtol=1e-10) which could fail due to floating-point precision differences across platforms and backends. Simplified the test to directly check that the tight bbox contains the offset text bbox with a reasonable tolerance (1e-6). * Make offset_text test conditional on visibility The test now only checks that offset_text is included in the tight bbox when it's actually visible and has content. This handles cases where different backends or configurations may not show offset text. Added helpful error messages to aid debugging if assertions fail. * Add check for offset text content before including in bbox Match the pattern used for label (line 716) by checking that offsetText has actual content before including it in the bounding box calculation. This prevents including empty offset text in the bbox. * Add figure cleanup to offset text test Explicitly close the figure after the test completes to ensure proper cleanup and avoid potential interference with other tests. * Revert figure cleanup in test Remove explicit plt.close(fig) call as matplotlib's test framework handles cleanup automatically. The explicit close was causing test failures across multiple platforms. --- lib/mpl_toolkits/mplot3d/axis3d.py | 2 + lib/mpl_toolkits/mplot3d/tests/test_axes3d.py | 47 +++++++++++++++++++ 2 files changed, 49 insertions(+) diff --git a/lib/mpl_toolkits/mplot3d/axis3d.py b/lib/mpl_toolkits/mplot3d/axis3d.py index 4da5031b990c..fdd22b717f67 100644 --- a/lib/mpl_toolkits/mplot3d/axis3d.py +++ b/lib/mpl_toolkits/mplot3d/axis3d.py @@ -708,6 +708,8 @@ def get_tightbbox(self, renderer=None, *, for_layout_only=False): bb_1, bb_2 = self._get_ticklabel_bboxes(ticks, renderer) other = [] + if self.offsetText.get_visible() and self.offsetText.get_text(): + other.append(self.offsetText.get_window_extent(renderer)) if self.line.get_visible(): other.append(self.line.get_window_extent(renderer)) if (self.label.get_visible() and not for_layout_only and diff --git a/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py b/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py index 9fcd19b23f57..546659d05177 100644 --- a/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py +++ b/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py @@ -2733,3 +2733,50 @@ def test_axes3d_set_aspect_deperecated_params(): with pytest.raises(ValueError, match="adjustable"): ax.set_aspect('equal', adjustable='invalid_value') + + +def test_axis_get_tightbbox_includes_offset_text(): + # Test that axis.get_tightbbox includes the offset_text + # Regression test for issue #30744 + fig = plt.figure() + ax = fig.add_subplot(111, projection='3d') + + # Create data with high precision values that trigger offset text + Z = np.array([[0.1, 0.100000001], [0.100000000001, 0.100000000]]) + ny, nx = Z.shape + x = np.arange(nx) + y = np.arange(ny) + X, Y = np.meshgrid(x, y) + + ax.plot_surface(X, Y, Z) + + # Force a draw to ensure offset text is created and positioned + fig.canvas.draw() + renderer = fig.canvas.get_renderer() + + # Get the z-axis (which should have the offset text) + zaxis = ax.zaxis + + # Check that offset text is visible and has content + # The offset text may not be visible on all backends/configurations, + # so we only test the inclusion when it's actually present + if (zaxis.offsetText.get_visible() and + zaxis.offsetText.get_text()): + offset_bbox = zaxis.offsetText.get_window_extent(renderer) + + # Get the tight bbox - this should include the offset text + bbox = zaxis.get_tightbbox(renderer) + assert bbox is not None + assert offset_bbox is not None + + # The tight bbox should fully contain the offset text bbox + # Check that offset_bbox is within bbox bounds (with small tolerance for + # floating point errors) + assert bbox.x0 <= offset_bbox.x0 + 1e-6, \ + f"bbox.x0 ({bbox.x0}) should be <= offset_bbox.x0 ({offset_bbox.x0})" + assert bbox.y0 <= offset_bbox.y0 + 1e-6, \ + f"bbox.y0 ({bbox.y0}) should be <= offset_bbox.y0 ({offset_bbox.y0})" + assert bbox.x1 >= offset_bbox.x1 - 1e-6, \ + f"bbox.x1 ({bbox.x1}) should be >= offset_bbox.x1 ({offset_bbox.x1})" + assert bbox.y1 >= offset_bbox.y1 - 1e-6, \ + f"bbox.y1 ({bbox.y1}) should be >= offset_bbox.y1 ({offset_bbox.y1})" From a164f1e81eb2e608c55e866d1f20fb1c6240330e Mon Sep 17 00:00:00 2001 From: Ruth Comer <10599679+rcomer@users.noreply.github.com> Date: Thu, 4 Dec 2025 16:15:54 +0000 Subject: [PATCH 044/329] Fix rstcheck failures --- doc/api/toolkits/mplot3d/faq.rst | 8 ++++---- doc/api/toolkits/mplot3d/view_angles.rst | 9 ++++----- doc/devel/contribute.rst | 9 +++------ doc/devel/development_setup.rst | 6 +++--- doc/install/dependencies.rst | 4 ++-- doc/install/index.rst | 2 +- 6 files changed, 17 insertions(+), 21 deletions(-) diff --git a/doc/api/toolkits/mplot3d/faq.rst b/doc/api/toolkits/mplot3d/faq.rst index e9ba804648e0..20fe81e574fe 100644 --- a/doc/api/toolkits/mplot3d/faq.rst +++ b/doc/api/toolkits/mplot3d/faq.rst @@ -6,8 +6,7 @@ mplot3d FAQ How is mplot3d different from Mayavi? ===================================== -`Mayavi `_ -is a very powerful and featureful 3D graphing library. For advanced +Mayavi_ is a very powerful and featureful 3D graphing library. For advanced 3D scenes and excellent rendering capabilities, it is highly recommended to use Mayavi. @@ -37,8 +36,7 @@ rendered properly in matplotlib's 2D rendering engine. This problem will likely not be solved until OpenGL support is added to all of the backends (patches are greatly welcomed). Until then, if you need complex -3D scenes, we recommend using -`MayaVi `_. +3D scenes, we recommend using Mayavi_. I don't like how the 3D plot is laid out, how do I change that? @@ -49,3 +47,5 @@ Work is being done to eliminate this issue. For matplotlib v1.1.0, there is a semi-official manner to modify these parameters. See the note in the :mod:`.mplot3d.axis3d` section of the mplot3d API documentation for more information. + +.. _Mayavi: https://docs.enthought.com/mayavi/mayavi/ diff --git a/doc/api/toolkits/mplot3d/view_angles.rst b/doc/api/toolkits/mplot3d/view_angles.rst index 75b24ba9c7b0..e4200cd2d0e4 100644 --- a/doc/api/toolkits/mplot3d/view_angles.rst +++ b/doc/api/toolkits/mplot3d/view_angles.rst @@ -11,8 +11,7 @@ The position of the viewport "camera" in a 3D plot is defined by three angles: *elevation*, *azimuth*, and *roll*. From the resulting position, it always points towards the center of the plot box volume. The angle direction is a common convention, and is shared with -`PyVista `_ and -`MATLAB `_. +`PyVista `_ and MATLAB_. Note that a positive roll angle rotates the viewing plane clockwise, so the 3d axes will appear to rotate counter-clockwise. @@ -51,8 +50,7 @@ can be specified by setting :rc:`axes3d.mouserotationstyle`, see :doc:`/users/explain/customizing`. Prior to v3.10, the 2D mouse position corresponded directly -to azimuth and elevation; this is also how it is done -in `MATLAB `_. +to azimuth and elevation; this is also how it is done in MATLAB_. To keep it this way, set ``mouserotationstyle: azel``. This approach works fine for spherical coordinate plots, where the *z* axis is special; however, it leads to a kind of 'gimbal lock' when looking down the *z* axis: @@ -131,7 +129,7 @@ Henriksen et al. [Henriksen2002]_ provide an overview. In summary: You can try out one of the various mouse rotation styles using: -.. code:: +.. code-block:: python import matplotlib as mpl mpl.rcParams['axes3d.mouserotationstyle'] = 'trackball' # 'azel', 'trackball', 'sphere', or 'arcball' @@ -188,6 +186,7 @@ the arcball to the border occurs at 45°, set the border width to The border is a circular arc, wrapped around the arcball sphere cylindrically (like a doughnut), joined smoothly to the sphere, much like Bell's hyperbola. +.. _MATLAB: https://www.mathworks.com/help/matlab/ref/view.html .. [Shoemake1992] Ken Shoemake, "ARCBALL: A user interface for specifying three-dimensional rotation using a mouse", in Proceedings of Graphics diff --git a/doc/devel/contribute.rst b/doc/devel/contribute.rst index fe81e625421e..3667d6e20a5d 100644 --- a/doc/devel/contribute.rst +++ b/doc/devel/contribute.rst @@ -245,11 +245,11 @@ process works, technical questions about the code, what makes for good documentation or a blog post, how to get involved in community work, or get a "pre-review" on your PR. -To join, please go to our public community_ channel, and ask to be added to +To join, please go to our public `community gitter`_ channel, and ask to be added to ``#incubator``. One of our core developers will see your message and will add you. .. _gitter: https://gitter.im/matplotlib/matplotlib -.. _community: https://gitter.im/matplotlib/community +.. _community gitter: https://gitter.im/matplotlib/community .. _good_first_issues: @@ -313,10 +313,7 @@ active contributors, many of whom felt just like you when they started out and are happy to welcome you and support you as you get to know how we work, and where things are. You can reach out on any of our :ref:`communication-channels`. For development questions we recommend reaching out on our development gitter_ -chat room and for community questions reach out at community_. - -.. _gitter: https://gitter.im/matplotlib/matplotlib -.. _community: https://gitter.im/matplotlib/community +chat room and for community questions reach out at `community gitter`_. .. _managing_issues_prs: diff --git a/doc/devel/development_setup.rst b/doc/devel/development_setup.rst index 5be8500428a0..4e452fb3bfe7 100644 --- a/doc/devel/development_setup.rst +++ b/doc/devel/development_setup.rst @@ -38,7 +38,7 @@ Set up development environment ============================== You can either work locally on your machine, or online in -`GitHub Codespaces `_, a cloud-based in-browser development +`GitHub Codespaces`_, a cloud-based in-browser development environment. @@ -219,7 +219,7 @@ need to be installed when working in codespaces. Create GitHub Codespace :octicon:`codespaces` --------------------------------------------- -`GitHub Codespaces `_ is a cloud-based +`GitHub Codespaces`_ is a cloud-based in-browser development environment that comes with the appropriate setup to contribute to Matplotlib. @@ -260,7 +260,7 @@ Use the "Extensions" icon in the activity bar to install the "Live Server" extension. Locate the ``doc/build/html`` folder in the Explorer, right click the file you want to open and select "Open with Live Server." -.. _`github-codespaces`: https://docs.github.com/codespaces +.. _Github Codespaces: https://docs.github.com/codespaces .. _development-install: diff --git a/doc/install/dependencies.rst b/doc/install/dependencies.rst index e19d8e79faf2..11317669817f 100644 --- a/doc/install/dependencies.rst +++ b/doc/install/dependencies.rst @@ -234,7 +234,7 @@ means that the dependencies must be explicitly installed, either by :ref:`creati - `setuptools_scm `_ (>= 7). Used to update the reported ``mpl.__version__`` based on the current git commit. Also a runtime dependency for editable installs. -- `NumPy `_ (>= 1.22). Also a runtime dependency. +- NumPy_ (>= 1.22). Also a runtime dependency. .. _compile-build-dependencies: @@ -473,7 +473,7 @@ Optional The documentation can be built without Inkscape and optipng, but the build process will raise various warnings. -* `Inkscape `_ +* Inkscape_ * `optipng `_ * the font `xkcd script `_ or `Comic Neue `_ * the font "Times New Roman" diff --git a/doc/install/index.rst b/doc/install/index.rst index 4058b0549738..68ccfb8634ff 100644 --- a/doc/install/index.rst +++ b/doc/install/index.rst @@ -70,7 +70,7 @@ Python distributions Matplotlib is part of major Python distributions: -- `Anaconda `_ +- Anaconda_ - `ActiveState ActivePython `_ - `WinPython `_ From 787056b8aff1b1df4e2ff4cb498079a0c5920496 Mon Sep 17 00:00:00 2001 From: Ruth Comer <10599679+rcomer@users.noreply.github.com> Date: Sat, 6 Dec 2025 14:37:16 +0000 Subject: [PATCH 045/329] DOC: remove duplicate whatsnew heading --- doc/release/prev_whats_new/whats_new_3.10.0.rst | 7 ------- 1 file changed, 7 deletions(-) diff --git a/doc/release/prev_whats_new/whats_new_3.10.0.rst b/doc/release/prev_whats_new/whats_new_3.10.0.rst index 82e67368805d..232ab6036100 100644 --- a/doc/release/prev_whats_new/whats_new_3.10.0.rst +++ b/doc/release/prev_whats_new/whats_new_3.10.0.rst @@ -62,13 +62,6 @@ colour maps version 8.0.1 (DOI: https://doi.org/10.5281/zenodo.1243862). ax[2].imshow(img, cmap="vanimo") - -Plotting and Annotation improvements -==================================== - - - - Plotting and Annotation improvements ==================================== From bfa27f034e26243c941aef0b063c49d26fac87da Mon Sep 17 00:00:00 2001 From: Ruth Comer <10599679+rcomer@users.noreply.github.com> Date: Sat, 6 Dec 2025 19:13:09 +0000 Subject: [PATCH 046/329] Add legend.linewidth to rcParam type hint --- lib/matplotlib/typing.py | 1 + 1 file changed, 1 insertion(+) diff --git a/lib/matplotlib/typing.py b/lib/matplotlib/typing.py index 3a9f74e2cfd1..d2e12c6e08d9 100644 --- a/lib/matplotlib/typing.py +++ b/lib/matplotlib/typing.py @@ -370,6 +370,7 @@ "legend.handletextpad", "legend.labelcolor", "legend.labelspacing", + "legend.linewidth", "legend.loc", "legend.markerscale", "legend.numpoints", From 5ff6b1c2f8f1a602842208264eeaa0a528e14bb0 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Sun, 7 Dec 2025 11:33:56 +0100 Subject: [PATCH 047/329] DOC: Discouraged duplicate colormaps Closes #30796. State that the use of the colormaps gist_gray, grist_yarg, binary is discouraged. To be clear: We don't have a plan to depreacte them. Even though I've decided to remove them from the plotting and only mention them by name in the admonition to de-emphasize them in the docs and push towards the recommended alternatives. --- .../examples/color/colormap_reference.py | 21 ++++++++++++++++--- galleries/users_explain/colors/colormaps.py | 21 ++++++++++++++++--- 2 files changed, 36 insertions(+), 6 deletions(-) diff --git a/galleries/examples/color/colormap_reference.py b/galleries/examples/color/colormap_reference.py index 6f550161f2e9..2dc091d71a45 100644 --- a/galleries/examples/color/colormap_reference.py +++ b/galleries/examples/color/colormap_reference.py @@ -24,9 +24,8 @@ 'YlOrBr', 'YlOrRd', 'OrRd', 'PuRd', 'RdPu', 'BuPu', 'GnBu', 'PuBu', 'YlGnBu', 'PuBuGn', 'BuGn', 'YlGn']), ('Sequential (2)', [ - 'binary', 'gist_yarg', 'gist_gray', 'gray', 'bone', 'pink', - 'spring', 'summer', 'autumn', 'winter', 'cool', 'Wistia', - 'hot', 'afmhot', 'gist_heat', 'copper']), + 'gray', 'bone', 'pink', 'spring', 'summer', 'autumn', 'winter', + 'cool', 'Wistia', 'hot', 'afmhot', 'gist_heat', 'copper']), ('Diverging', [ 'PiYG', 'PRGn', 'BrBG', 'PuOr', 'RdGy', 'RdBu', 'RdYlBu', 'RdYlGn', 'Spectral', 'coolwarm', 'bwr', 'seismic', @@ -70,6 +69,22 @@ def plot_color_gradients(cmap_category, cmap_list): # %% +# +# .. admonition:: Discouraged +# +# For backward compatibility we additionally support the following colormap +# names, which are identical to other builtin colormaps. Their use is +# discouraged. Use the suggested replacement instead. +# +# ========= ================================= +# Colormap Use identical replacement instead +# ========= ================================= +# gist_gray gray +# gist_yarg gray_r +# binary gray_r +# ========= ================================= +# +# # .. _reverse-cmap: # # Reversed colormaps diff --git a/galleries/users_explain/colors/colormaps.py b/galleries/users_explain/colors/colormaps.py index 026ffc9922e2..55989c258802 100644 --- a/galleries/users_explain/colors/colormaps.py +++ b/galleries/users_explain/colors/colormaps.py @@ -161,11 +161,26 @@ def plot_color_gradients(category, cmap_list): # an excellent example of this). plot_color_gradients('Sequential (2)', - ['binary', 'gist_yarg', 'gist_gray', 'gray', 'bone', - 'pink', 'spring', 'summer', 'autumn', 'winter', 'cool', - 'Wistia', 'hot', 'afmhot', 'gist_heat', 'copper']) + ['gray', 'bone', 'pink', 'spring', 'summer', 'autumn', + 'winter', 'cool', 'Wistia', 'hot', 'afmhot', 'gist_heat', + 'copper']) # %% +# .. admonition:: Discouraged +# +# For backward compatibility we additionally support the following colormap +# names, which are identical to other builtin colormaps. Their use is +# discouraged. Use the suggested replacement instead. +# +# ========= ================================= +# Colormap Use identical replacement instead +# ========= ================================= +# gist_gray gray +# gist_yarg gray_r +# binary gray_r +# ========= ================================= +# +# # Diverging # --------- # From 45446748cb37b654776ac234d93d3f8a5a0783ef Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Sun, 7 Dec 2025 12:10:16 +0100 Subject: [PATCH 048/329] MNT: Fix handling of ints in rgb_to_hsv() This is a numpy 2.0 regression. --- lib/matplotlib/colors.py | 9 ++++----- lib/matplotlib/tests/test_colors.py | 5 +++++ 2 files changed, 9 insertions(+), 5 deletions(-) diff --git a/lib/matplotlib/colors.py b/lib/matplotlib/colors.py index 07cbe4a79cb0..628d9f0acf77 100644 --- a/lib/matplotlib/colors.py +++ b/lib/matplotlib/colors.py @@ -3631,11 +3631,10 @@ def rgb_to_hsv(arr): f"shape {arr.shape} was found.") in_shape = arr.shape - arr = np.array( - arr, copy=False, - dtype=np.promote_types(arr.dtype, np.float32), # Don't work on ints. - ndmin=2, # In case input was 1D. - ) + # ensure numerics are done at least on float32; ints are cast as well + arr = np.asarray(arr, dtype=np.promote_types(arr.dtype, np.float32)) + if arr.ndim == 1: + arr = np.expand_dims(arr, axis=0) # ensure arr is 2D out = np.zeros_like(arr) arr_max = arr.max(-1) diff --git a/lib/matplotlib/tests/test_colors.py b/lib/matplotlib/tests/test_colors.py index 4af0c84261b8..ee6e35f580a4 100644 --- a/lib/matplotlib/tests/test_colors.py +++ b/lib/matplotlib/tests/test_colors.py @@ -947,6 +947,11 @@ def test_rgb_hsv_round_trip(): tt, mcolors.rgb_to_hsv(mcolors.hsv_to_rgb(tt))) +def test_rgb_to_hsv_int(): + # Test that int rgb values (still range 0-1) are processed correctly. + assert_array_equal(mcolors.rgb_to_hsv((0, 1, 0)), (1/3, 1, 1)) # green + + def test_autoscale_masked(): # Test for #2336. Previously fully masked data would trigger a ValueError. data = np.ma.masked_all((12, 20)) From 53185265d402440afaef3491e6209df10e7b8302 Mon Sep 17 00:00:00 2001 From: ruvilonix <114708614+ruvilonix@users.noreply.github.com> Date: Sun, 7 Dec 2025 07:55:12 -0500 Subject: [PATCH 049/329] A couple words were left out of a sentence --- galleries/users_explain/figure/api_interfaces.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/galleries/users_explain/figure/api_interfaces.rst b/galleries/users_explain/figure/api_interfaces.rst index 981359dbee0b..8b4177431c0c 100644 --- a/galleries/users_explain/figure/api_interfaces.rst +++ b/galleries/users_explain/figure/api_interfaces.rst @@ -148,7 +148,7 @@ interfaces and how to translate from one to the other. - Axes: ``label = ax.get_xlabel()`` - pyplot: ``label = plt.xlabel()`` -- Functions that set properties like the property in pyplot and are prefixed with +- Functions that set properties are named like the property in pyplot and are prefixed with ``set_`` on the Axes. Example: - Axes: ``ax.set_xlabel("time")`` From 6ce43e3182ebe9fd3fcf10bf0f98d555c7bf5ea0 Mon Sep 17 00:00:00 2001 From: ruvilonix <114708614+ruvilonix@users.noreply.github.com> Date: Sun, 7 Dec 2025 08:13:20 -0500 Subject: [PATCH 050/329] fix typo --- galleries/users_explain/figure/api_interfaces.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/galleries/users_explain/figure/api_interfaces.rst b/galleries/users_explain/figure/api_interfaces.rst index 8b4177431c0c..c3ac06aa27ab 100644 --- a/galleries/users_explain/figure/api_interfaces.rst +++ b/galleries/users_explain/figure/api_interfaces.rst @@ -174,7 +174,7 @@ referenced by ``plt.gca()``? One simple way is to call ``subplot`` again with the same arguments. However, that quickly becomes inelegant. You can also inspect the Figure object and get its list of Axes objects, however, that can be misleading (colorbars are Axes too!). The best solution is probably to save a -handle to every Axes you create, but if you do that, why not simply create the +handle to every Axes you create, but if you do that, why not simply create all the Axes objects at the start? The first approach is to call ``plt.subplot`` again: From 7216311332d45bf5e57c7e3e59de226e28f6df0e Mon Sep 17 00:00:00 2001 From: Ruth Comer <10599679+rcomer@users.noreply.github.com> Date: Sun, 7 Dec 2025 13:54:21 +0000 Subject: [PATCH 051/329] Update sphinx-gallery header patch --- doc/conf.py | 2 +- lib/matplotlib/tests/test_doc.py | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/doc/conf.py b/doc/conf.py index 4d922a5636e1..d625038d149c 100644 --- a/doc/conf.py +++ b/doc/conf.py @@ -372,7 +372,7 @@ def gallery_image_warning_filter(record): :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code.{2} + to download the full example code{2} .. rst-class:: sphx-glr-example-title diff --git a/lib/matplotlib/tests/test_doc.py b/lib/matplotlib/tests/test_doc.py index 3e28fd1b8eb7..6e8ce9fd630c 100644 --- a/lib/matplotlib/tests/test_doc.py +++ b/lib/matplotlib/tests/test_doc.py @@ -9,7 +9,7 @@ def test_sphinx_gallery_example_header(): EXAMPLE_HEADER, this test will start to fail. In that case, please update the monkey-patching of EXAMPLE_HEADER in conf.py. """ - pytest.importorskip('sphinx_gallery', minversion='0.16.0') + pytest.importorskip('sphinx_gallery', minversion='0.20.0') from sphinx_gallery import gen_rst EXAMPLE_HEADER = """ @@ -25,7 +25,7 @@ def test_sphinx_gallery_example_header(): :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code.{2} + to download the full example code{2} .. rst-class:: sphx-glr-example-title From d75dd561c85403bf2eaf93d89e20867ee70a37f4 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Sun, 7 Dec 2025 15:30:40 +0100 Subject: [PATCH 052/329] Backport PR #30817: Update sphinx-gallery header patch --- doc/conf.py | 2 +- lib/matplotlib/tests/test_doc.py | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/doc/conf.py b/doc/conf.py index 96738492b68b..03df9340e66c 100644 --- a/doc/conf.py +++ b/doc/conf.py @@ -364,7 +364,7 @@ def gallery_image_warning_filter(record): :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code.{2} + to download the full example code{2} .. rst-class:: sphx-glr-example-title diff --git a/lib/matplotlib/tests/test_doc.py b/lib/matplotlib/tests/test_doc.py index 3e28fd1b8eb7..6e8ce9fd630c 100644 --- a/lib/matplotlib/tests/test_doc.py +++ b/lib/matplotlib/tests/test_doc.py @@ -9,7 +9,7 @@ def test_sphinx_gallery_example_header(): EXAMPLE_HEADER, this test will start to fail. In that case, please update the monkey-patching of EXAMPLE_HEADER in conf.py. """ - pytest.importorskip('sphinx_gallery', minversion='0.16.0') + pytest.importorskip('sphinx_gallery', minversion='0.20.0') from sphinx_gallery import gen_rst EXAMPLE_HEADER = """ @@ -25,7 +25,7 @@ def test_sphinx_gallery_example_header(): :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code.{2} + to download the full example code{2} .. rst-class:: sphx-glr-example-title From c624ca46ad626ef97eabce41ed3ed386c00f91a9 Mon Sep 17 00:00:00 2001 From: Ruth Comer <10599679+rcomer@users.noreply.github.com> Date: Wed, 3 Dec 2025 18:23:07 +0000 Subject: [PATCH 053/329] Consolidate style parameter handling for plotting methods that call other plotting methods Co-authored-by: Ilakkuvaselvi Manoharan --- .../stackplot_style_sequences.rst | 26 +++++++ lib/matplotlib/_style_helpers.py | 51 ++++++++++++ lib/matplotlib/axes/_axes.py | 44 ++++------- lib/matplotlib/meson.build | 1 + lib/matplotlib/stackplot.py | 35 +++++---- lib/matplotlib/tests/test__style_helpers.py | 77 +++++++++++++++++++ lib/matplotlib/tests/test_axes.py | 55 ++++++++----- 7 files changed, 221 insertions(+), 68 deletions(-) create mode 100644 doc/release/next_whats_new/stackplot_style_sequences.rst create mode 100644 lib/matplotlib/_style_helpers.py create mode 100644 lib/matplotlib/tests/test__style_helpers.py diff --git a/doc/release/next_whats_new/stackplot_style_sequences.rst b/doc/release/next_whats_new/stackplot_style_sequences.rst new file mode 100644 index 000000000000..7d03a415c1c0 --- /dev/null +++ b/doc/release/next_whats_new/stackplot_style_sequences.rst @@ -0,0 +1,26 @@ +Stackplot styling +----------------- + +`~.Axes.stackplot` now accepts sequences for the style parameters *facecolor*, +*edgecolor*, *linestyle*, and *linewidth*, similar to how the *hatch* parameter +is already handled. + +.. plot:: + :include-source: true + :alt: A stackplot showing with two regions. The bottom region is red with black dots and a dotted black outline. The top region is blue with gray stars and a thicker dashed outline. + + import matplotlib.pyplot as plt + import numpy as np + + x = np.linspace(0, 10, 10) + y1 = 1.0 * x + y2 = 2.0 * x + 1 + + fig, ax = plt.subplots() + + ax.stackplot(x, y1, y2, + facecolor=['tab:red', 'tab:blue'], + edgecolor=['black', 'gray'], + linestyle=[':', '--'], + linewidth=[2, 3], + hatch=['.', '*']) diff --git a/lib/matplotlib/_style_helpers.py b/lib/matplotlib/_style_helpers.py new file mode 100644 index 000000000000..9b98d90593f9 --- /dev/null +++ b/lib/matplotlib/_style_helpers.py @@ -0,0 +1,51 @@ +import collections.abc +import itertools + +import numpy as np + +import matplotlib.cbook as cbook +import matplotlib.colors as mcolors +import matplotlib.lines as mlines + + +def check_non_empty(key, value): + """Raise a TypeError if an empty sequence is passed""" + if (not cbook.is_scalar_or_string(value) and + isinstance(value, collections.abc.Sized) and len(value) == 0): + raise TypeError(f'{key} must not be an empty sequence') + + +def style_generator(kw): + """ + Helper for handling style sequences (e.g. facecolor=['r', 'b', 'k']) within plotting + methods that repeatedly call other plotting methods (e.g. hist, stackplot). Remove + style keywords from the given dictionary. Return the reduced dictionary together + with a generator which provides a series of dictionaries to be used in each call to + the wrapped function. + """ + kw_iterators = {} + remaining_kw = {} + for key, value in kw.items(): + if key in ['facecolor', 'edgecolor']: + if value is None or cbook._str_lower_equal(value, 'none'): + kw_iterators[key] = itertools.repeat(value) + else: + check_non_empty(key, value) + kw_iterators[key] = itertools.cycle(mcolors.to_rgba_array(value)) + + elif key in ['hatch', 'linewidth']: + check_non_empty(key, value) + kw_iterators[key] = itertools.cycle(np.atleast_1d(value)) + + elif key == 'linestyle': + check_non_empty(key, value) + kw_iterators[key] = itertools.cycle(mlines._get_dash_patterns(value)) + + else: + remaining_kw[key] = value + + def style_gen(): + while True: + yield {key: next(val) for key, val in kw_iterators.items()} + + return remaining_kw, style_gen() diff --git a/lib/matplotlib/axes/_axes.py b/lib/matplotlib/axes/_axes.py index 7fa360220664..029260b90c26 100644 --- a/lib/matplotlib/axes/_axes.py +++ b/lib/matplotlib/axes/_axes.py @@ -32,7 +32,7 @@ import matplotlib.transforms as mtransforms import matplotlib.tri as mtri import matplotlib.units as munits -from matplotlib import _api, _docstring, _preprocess_data +from matplotlib import _api, _docstring, _preprocess_data, _style_helpers from matplotlib.axes._base import ( _AxesBase, _TransformedBoundsLocator, _process_plot_format) from matplotlib.axes._secondary_axes import SecondaryAxis @@ -3194,6 +3194,10 @@ def grouped_bar(self, heights, *, positions=None, group_spacing=1.5, bar_spacing **kwargs : `.Rectangle` properties + The following properties additionally accept a sequence of values + corresponding to the datasets in *heights*: + *edgecolor*, *facecolor*, *linewidth*, *linestyle*, *hatch*. + %(Rectangle:kwdoc)s Returns @@ -3320,6 +3324,8 @@ def grouped_bar(self, heights, *, positions=None, group_spacing=1.5, bar_spacing # TODO: do we want to be more restrictive and check lengths? colors = itertools.cycle(colors) + kwargs, style_gen = _style_helpers.style_generator(kwargs) + bar_width = (group_distance / (num_datasets + (num_datasets - 1) * bar_spacing + group_spacing)) bar_spacing_abs = bar_spacing * bar_width @@ -3333,15 +3339,16 @@ def grouped_bar(self, heights, *, positions=None, group_spacing=1.5, bar_spacing # place the bars, but only use numerical positions, categorical tick labels # are handled separately below bar_containers = [] - for i, (hs, label, color) in enumerate(zip(heights, labels, colors)): + for i, (hs, label, color, styles) in enumerate(zip(heights, labels, colors, + style_gen)): lefts = (group_centers - 0.5 * group_distance + margin_abs + i * (bar_width + bar_spacing_abs)) if orientation == "vertical": bc = self.bar(lefts, hs, width=bar_width, align="edge", - label=label, color=color, **kwargs) + label=label, color=color, **styles, **kwargs) else: bc = self.barh(lefts, hs, height=bar_width, align="edge", - label=label, color=color, **kwargs) + label=label, color=color, **styles, **kwargs) bar_containers.append(bc) if tick_labels is not None: @@ -7632,38 +7639,15 @@ def hist(self, x, bins=None, range=None, density=False, weights=None, labels = [] if label is None else np.atleast_1d(np.asarray(label, str)) if histtype == "step": - ec = kwargs.get('edgecolor', colors) - else: - ec = kwargs.get('edgecolor', None) - if ec is None or cbook._str_lower_equal(ec, 'none'): - edgecolors = itertools.repeat(ec) - else: - edgecolors = itertools.cycle(mcolors.to_rgba_array(ec)) - - fc = kwargs.get('facecolor', colors) - if cbook._str_lower_equal(fc, 'none'): - facecolors = itertools.repeat(fc) - else: - facecolors = itertools.cycle(mcolors.to_rgba_array(fc)) + kwargs.setdefault('edgecolor', colors) - hatches = itertools.cycle(np.atleast_1d(kwargs.get('hatch', None))) - linewidths = itertools.cycle(np.atleast_1d(kwargs.get('linewidth', None))) - if 'linestyle' in kwargs: - linestyles = itertools.cycle(mlines._get_dash_patterns(kwargs['linestyle'])) - else: - linestyles = itertools.repeat(None) + kwargs, style_gen = _style_helpers.style_generator(kwargs) for patch, lbl in itertools.zip_longest(patches, labels): if not patch: continue p = patch[0] - kwargs.update({ - 'hatch': next(hatches), - 'linewidth': next(linewidths), - 'linestyle': next(linestyles), - 'edgecolor': next(edgecolors), - 'facecolor': next(facecolors), - }) + kwargs.update(next(style_gen)) p._internal_update(kwargs) if lbl is not None: p.set_label(lbl) diff --git a/lib/matplotlib/meson.build b/lib/matplotlib/meson.build index c4746f332bcb..c0bfdb227e2e 100644 --- a/lib/matplotlib/meson.build +++ b/lib/matplotlib/meson.build @@ -17,6 +17,7 @@ python_sources = [ '_mathtext.py', '_mathtext_data.py', '_pylab_helpers.py', + '_style_helpers.py', '_text_helpers.py', '_tight_bbox.py', '_tight_layout.py', diff --git a/lib/matplotlib/stackplot.py b/lib/matplotlib/stackplot.py index bd11558b0da9..6592260ccbf1 100644 --- a/lib/matplotlib/stackplot.py +++ b/lib/matplotlib/stackplot.py @@ -6,11 +6,10 @@ (https://stackoverflow.com/users/66549/doug) """ -import itertools import numpy as np -from matplotlib import _api +from matplotlib import cbook, collections, _api, _style_helpers __all__ = ['stackplot'] @@ -71,7 +70,14 @@ def stackplot(axes, x, *args, DATA_PARAMETER_PLACEHOLDER **kwargs - All other keyword arguments are passed to `.Axes.fill_between`. + All other keyword arguments are passed to `.Axes.fill_between`. The + following parameters additionally accept a sequence of values + corresponding to the *y* datasets: + *edgecolor(s)*, *facecolor(s)*, *linewidth(s)*, *linestyle(s)*. + + .. versionadded:: 3.11 + Allowing sequences of values in above listed `.Axes.fill_between` + parameters. Returns ------- @@ -83,15 +89,14 @@ def stackplot(axes, x, *args, y = np.vstack(args) labels = iter(labels) - if colors is not None: - colors = itertools.cycle(colors) - else: - colors = (axes._get_lines.get_next_color() for _ in y) + if colors is None: + colors = [axes._get_lines.get_next_color() for _ in y] + + kwargs['hatch'] = hatch + kwargs = cbook.normalize_kwargs(kwargs, collections.PolyCollection) + kwargs.setdefault('facecolor', colors) - if hatch is None or isinstance(hatch, str): - hatch = itertools.cycle([hatch]) - else: - hatch = itertools.cycle(hatch) + kwargs, style_gen = _style_helpers.style_generator(kwargs) # Assume data passed has not been 'stacked', so stack it here. # We'll need a float buffer for the upcoming calculations. @@ -130,18 +135,14 @@ def stackplot(axes, x, *args, # Color between x = 0 and the first array. coll = axes.fill_between(x, first_line, stack[0, :], - facecolor=next(colors), - hatch=next(hatch), label=next(labels, None), - **kwargs) + **next(style_gen), **kwargs) coll.sticky_edges.y[:] = [0] r = [coll] # Color between array i-1 and array i for i in range(len(y) - 1): r.append(axes.fill_between(x, stack[i, :], stack[i + 1, :], - facecolor=next(colors), - hatch=next(hatch), label=next(labels, None), - **kwargs)) + **next(style_gen), **kwargs)) return r diff --git a/lib/matplotlib/tests/test__style_helpers.py b/lib/matplotlib/tests/test__style_helpers.py new file mode 100644 index 000000000000..85ba1c48a33a --- /dev/null +++ b/lib/matplotlib/tests/test__style_helpers.py @@ -0,0 +1,77 @@ +import pytest + +import matplotlib.colors as mcolors +from matplotlib.lines import _get_dash_pattern +from matplotlib._style_helpers import style_generator + + +@pytest.mark.parametrize('key, value', [('facecolor', ["b", "g", "r"]), + ('edgecolor', ["b", "g", "r"]), + ('hatch', ["/", "\\", "."]), + ('linestyle', ["-", "--", ":"]), + ('linewidth', [1, 1.5, 2])]) +def test_style_generator_list(key, value): + kw = {'foo': 12, key: value} + new_kw, gen = style_generator(kw) + + assert new_kw == {'foo': 12} + + for v in value * 2: # Result should repeat + style_dict = next(gen) + assert len(style_dict) == 1 + if key.endswith('color'): + assert mcolors.same_color(v, style_dict[key]) + elif key == 'linestyle': + assert _get_dash_pattern(v) == style_dict[key] + else: + assert v == style_dict[key] + + +@pytest.mark.parametrize('key, value', [('facecolor', "b"), + ('edgecolor', "b"), + ('hatch', "/"), + ('linestyle', "-"), + ('linewidth', 1)]) +def test_style_generator_single(key, value): + kw = {'foo': 12, key: value} + new_kw, gen = style_generator(kw) + + assert new_kw == {'foo': 12} + for _ in range(2): # Result should repeat + style_dict = next(gen) + if key.endswith('color'): + assert mcolors.same_color(value, style_dict[key]) + elif key == 'linestyle': + assert _get_dash_pattern(value) == style_dict[key] + else: + assert value == style_dict[key] + + +@pytest.mark.parametrize('key', ['facecolor', 'hatch', 'linestyle']) +def test_style_generator_empty(key): + kw = {key: []} + with pytest.raises(TypeError, match=f'{key} must not be an empty sequence'): + style_generator(kw) + + +def test_style_generator_sequence_type_styles(): + kw = {'facecolor': ('r', 0.5), + 'edgecolor': [0.5, 0.5, 0.5], + 'linestyle': (0, (1, 1))} + + _, gen = style_generator(kw) + for _ in range(2): # Result should repeat + style_dict = next(gen) + mcolors.same_color(kw['facecolor'], style_dict['facecolor']) + mcolors.same_color(kw['edgecolor'], style_dict['edgecolor']) + kw['linestyle'] == style_dict['linestyle'] + + +def test_style_generator_none(): + kw = {'facecolor': 'none', + 'edgecolor': 'none'} + _, gen = style_generator(kw) + for _ in range(2): # Result should repeat + style_dict = next(gen) + assert style_dict['facecolor'] == 'none' + assert style_dict['edgecolor'] == 'none' diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py index fe121e12c9f1..b35de230ecf8 100644 --- a/lib/matplotlib/tests/test_axes.py +++ b/lib/matplotlib/tests/test_axes.py @@ -2268,6 +2268,20 @@ def test_grouped_bar_return_value(): assert bc not in ax.containers +def test_grouped_bar_hatch_sequence(): + """Each dataset should receive its own hatch pattern when a sequence is passed.""" + fig, ax = plt.subplots() + x = np.arange(2) + heights = [np.array([1, 2]), np.array([2, 3]), np.array([3, 4])] + hatches = ['//', 'xx', '..'] + containers = ax.grouped_bar(heights, positions=x, hatch=hatches) + + # Verify each dataset gets the corresponding hatch + for hatch, c in zip(hatches, containers.bar_containers): + for rect in c: + assert rect.get_hatch() == hatch + + def test_boxplot_dates_pandas(pd): # smoke test for boxplot and dates in pandas data = np.random.rand(5, 2) @@ -3430,6 +3444,26 @@ def test_stackplot_hatching(fig_ref, fig_test): ax_ref.set_ylim(0, 70) +def test_stackplot_facecolor(): + # Test that facecolors are properly passed and take precedence over colors parameter + x = np.linspace(0, 10, 10) + y1 = 1.0 * x + y2 = 2.0 * x + 1 + + fcols = ['r', 'b'] + + fig, ax = plt.subplots() + + colls = ax.stackplot(x, y1, y2, facecolor=fcols, colors=['c', 'm']) + for coll, fcol in zip(colls, fcols): + assert mcolors.same_color(coll.get_facecolor(), fcol) + + # Plural alias should also work + colls = ax.stackplot(x, y1, y2, facecolors=fcols, colors=['c', 'm']) + for coll, fcol in zip(colls, fcols): + assert mcolors.same_color(coll.get_facecolor(), fcol) + + def test_stackplot_subfig_legend(): # Smoke test for https://github.com/matplotlib/matplotlib/issues/30158 @@ -5046,27 +5080,6 @@ def test_hist_vectorized_params(fig_test, fig_ref, kwargs): zorder=(len(xs)-i)/2) -def test_hist_sequence_type_styles(): - facecolor = ('r', 0.5) - edgecolor = [0.5, 0.5, 0.5] - linestyle = (0, (1, 1)) - - arr = np.random.uniform(size=50) - _, _, bars = plt.hist(arr, facecolor=facecolor, edgecolor=edgecolor, - linestyle=linestyle) - assert mcolors.same_color(bars[0].get_facecolor(), facecolor) - assert mcolors.same_color(bars[0].get_edgecolor(), edgecolor) - assert bars[0].get_linestyle() == linestyle - - -def test_hist_color_none(): - arr = np.random.uniform(size=50) - # No edgecolor is the default but check that it can be explicitly passed. - _, _, bars = plt.hist(arr, facecolor='none', edgecolor='none') - assert bars[0].get_facecolor(), (0, 0, 0, 0) - assert bars[0].get_edgecolor(), (0, 0, 0, 0) - - @pytest.mark.parametrize('kwargs, patch_face, patch_edge', # 'C0'(blue) stands for the first color of the # default color cycle as well as the patch.facecolor rcParam From 292b3e5d21537fa17cca7bb879d70e3f33b7c847 Mon Sep 17 00:00:00 2001 From: Ruth Comer <10599679+rcomer@users.noreply.github.com> Date: Fri, 5 Dec 2025 13:32:27 +0000 Subject: [PATCH 054/329] simplify --- lib/matplotlib/_style_helpers.py | 41 +++++++------- lib/matplotlib/axes/_axes.py | 17 +++--- lib/matplotlib/stackplot.py | 6 +- lib/matplotlib/tests/test__style_helpers.py | 61 ++++++++++----------- 4 files changed, 62 insertions(+), 63 deletions(-) diff --git a/lib/matplotlib/_style_helpers.py b/lib/matplotlib/_style_helpers.py index 9b98d90593f9..7f4203ac4863 100644 --- a/lib/matplotlib/_style_helpers.py +++ b/lib/matplotlib/_style_helpers.py @@ -1,41 +1,44 @@ import collections.abc import itertools -import numpy as np - import matplotlib.cbook as cbook import matplotlib.colors as mcolors import matplotlib.lines as mlines + def check_non_empty(key, value): """Raise a TypeError if an empty sequence is passed""" - if (not cbook.is_scalar_or_string(value) and - isinstance(value, collections.abc.Sized) and len(value) == 0): + if isinstance(value, collections.abc.Sized) and len(value) == 0: raise TypeError(f'{key} must not be an empty sequence') -def style_generator(kw): +def iterate_styles(kw): """ Helper for handling style sequences (e.g. facecolor=['r', 'b', 'k']) within plotting - methods that repeatedly call other plotting methods (e.g. hist, stackplot). Remove - style keywords from the given dictionary. Return the reduced dictionary together - with a generator which provides a series of dictionaries to be used in each call to - the wrapped function. + methods that repeatedly call other plotting methods (e.g. hist, stackplot). + + Given a dictionary of keyword parameters, yield a series of copies of the + dictionary. Style parameters expressed as sequences are replaced in the copy with + the next element of the sequence. + + Note 'color' is deliberately not handled since the calling methods have their own + handling for that. """ kw_iterators = {} remaining_kw = {} for key, value in kw.items(): - if key in ['facecolor', 'edgecolor']: - if value is None or cbook._str_lower_equal(value, 'none'): - kw_iterators[key] = itertools.repeat(value) - else: - check_non_empty(key, value) - kw_iterators[key] = itertools.cycle(mcolors.to_rgba_array(value)) + if cbook.is_scalar_or_string(value): + # No iteration required + remaining_kw[key] = value + + elif key in ['facecolor', 'edgecolor']: + check_non_empty(key, value) + kw_iterators[key] = itertools.cycle(mcolors.to_rgba_array(value)) elif key in ['hatch', 'linewidth']: check_non_empty(key, value) - kw_iterators[key] = itertools.cycle(np.atleast_1d(value)) + kw_iterators[key] = itertools.cycle(value) elif key == 'linestyle': check_non_empty(key, value) @@ -44,8 +47,6 @@ def style_generator(kw): else: remaining_kw[key] = value - def style_gen(): - while True: - yield {key: next(val) for key, val in kw_iterators.items()} - return remaining_kw, style_gen() + while True: + yield {key: next(val) for key, val in kw_iterators.items()} | remaining_kw diff --git a/lib/matplotlib/axes/_axes.py b/lib/matplotlib/axes/_axes.py index 029260b90c26..0d882e65cec7 100644 --- a/lib/matplotlib/axes/_axes.py +++ b/lib/matplotlib/axes/_axes.py @@ -3324,7 +3324,7 @@ def grouped_bar(self, heights, *, positions=None, group_spacing=1.5, bar_spacing # TODO: do we want to be more restrictive and check lengths? colors = itertools.cycle(colors) - kwargs, style_gen = _style_helpers.style_generator(kwargs) + kwargs_gen = _style_helpers.iterate_styles(kwargs) bar_width = (group_distance / (num_datasets + (num_datasets - 1) * bar_spacing + group_spacing)) @@ -3339,16 +3339,15 @@ def grouped_bar(self, heights, *, positions=None, group_spacing=1.5, bar_spacing # place the bars, but only use numerical positions, categorical tick labels # are handled separately below bar_containers = [] - for i, (hs, label, color, styles) in enumerate(zip(heights, labels, colors, - style_gen)): + for i, (hs, label, color) in enumerate(zip(heights, labels, colors)): lefts = (group_centers - 0.5 * group_distance + margin_abs + i * (bar_width + bar_spacing_abs)) if orientation == "vertical": bc = self.bar(lefts, hs, width=bar_width, align="edge", - label=label, color=color, **styles, **kwargs) + label=label, color=color, **next(kwargs_gen)) else: bc = self.barh(lefts, hs, height=bar_width, align="edge", - label=label, color=color, **styles, **kwargs) + label=label, color=color, **next(kwargs_gen)) bar_containers.append(bc) if tick_labels is not None: @@ -7641,18 +7640,18 @@ def hist(self, x, bins=None, range=None, density=False, weights=None, if histtype == "step": kwargs.setdefault('edgecolor', colors) - kwargs, style_gen = _style_helpers.style_generator(kwargs) + kwargs_gen = _style_helpers.iterate_styles(kwargs) for patch, lbl in itertools.zip_longest(patches, labels): if not patch: continue + kw = next(kwargs_gen) p = patch[0] - kwargs.update(next(style_gen)) - p._internal_update(kwargs) + p._internal_update(kw) if lbl is not None: p.set_label(lbl) for p in patch[1:]: - p._internal_update(kwargs) + p._internal_update(kw) p.set_label('_nolegend_') if nx == 1: diff --git a/lib/matplotlib/stackplot.py b/lib/matplotlib/stackplot.py index 6592260ccbf1..822e98aac515 100644 --- a/lib/matplotlib/stackplot.py +++ b/lib/matplotlib/stackplot.py @@ -96,7 +96,7 @@ def stackplot(axes, x, *args, kwargs = cbook.normalize_kwargs(kwargs, collections.PolyCollection) kwargs.setdefault('facecolor', colors) - kwargs, style_gen = _style_helpers.style_generator(kwargs) + kwargs_gen = _style_helpers.iterate_styles(kwargs) # Assume data passed has not been 'stacked', so stack it here. # We'll need a float buffer for the upcoming calculations. @@ -136,7 +136,7 @@ def stackplot(axes, x, *args, # Color between x = 0 and the first array. coll = axes.fill_between(x, first_line, stack[0, :], label=next(labels, None), - **next(style_gen), **kwargs) + **next(kwargs_gen)) coll.sticky_edges.y[:] = [0] r = [coll] @@ -144,5 +144,5 @@ def stackplot(axes, x, *args, for i in range(len(y) - 1): r.append(axes.fill_between(x, stack[i, :], stack[i + 1, :], label=next(labels, None), - **next(style_gen), **kwargs)) + **next(kwargs_gen))) return r diff --git a/lib/matplotlib/tests/test__style_helpers.py b/lib/matplotlib/tests/test__style_helpers.py index 85ba1c48a33a..1584221685f0 100644 --- a/lib/matplotlib/tests/test__style_helpers.py +++ b/lib/matplotlib/tests/test__style_helpers.py @@ -2,7 +2,7 @@ import matplotlib.colors as mcolors from matplotlib.lines import _get_dash_pattern -from matplotlib._style_helpers import style_generator +from matplotlib._style_helpers import iterate_styles @pytest.mark.parametrize('key, value', [('facecolor', ["b", "g", "r"]), @@ -10,21 +10,20 @@ ('hatch', ["/", "\\", "."]), ('linestyle', ["-", "--", ":"]), ('linewidth', [1, 1.5, 2])]) -def test_style_generator_list(key, value): +def test_iterate_styles_list(key, value): kw = {'foo': 12, key: value} - new_kw, gen = style_generator(kw) - - assert new_kw == {'foo': 12} + gen_kw = iterate_styles(kw) for v in value * 2: # Result should repeat - style_dict = next(gen) - assert len(style_dict) == 1 + kw_dict = next(gen_kw) + assert len(kw_dict) == 2 + assert kw_dict['foo'] == 12 if key.endswith('color'): - assert mcolors.same_color(v, style_dict[key]) + assert mcolors.same_color(v, kw_dict[key]) elif key == 'linestyle': - assert _get_dash_pattern(v) == style_dict[key] + assert _get_dash_pattern(v) == kw_dict[key] else: - assert v == style_dict[key] + assert v == kw_dict[key] @pytest.mark.parametrize('key, value', [('facecolor', "b"), @@ -32,46 +31,46 @@ def test_style_generator_list(key, value): ('hatch', "/"), ('linestyle', "-"), ('linewidth', 1)]) -def test_style_generator_single(key, value): +def test_iterate_styles_single(key, value): kw = {'foo': 12, key: value} - new_kw, gen = style_generator(kw) + gen_kw = iterate_styles(kw) - assert new_kw == {'foo': 12} for _ in range(2): # Result should repeat - style_dict = next(gen) + kw_dict = next(gen_kw) + assert len(kw_dict) == 2 + assert kw_dict['foo'] == 12 if key.endswith('color'): - assert mcolors.same_color(value, style_dict[key]) - elif key == 'linestyle': - assert _get_dash_pattern(value) == style_dict[key] + assert mcolors.same_color(value, kw_dict[key]) else: - assert value == style_dict[key] + assert value == kw_dict[key] @pytest.mark.parametrize('key', ['facecolor', 'hatch', 'linestyle']) -def test_style_generator_empty(key): +def test_iterate_styles_empty(key): kw = {key: []} + gen_kw = iterate_styles(kw) with pytest.raises(TypeError, match=f'{key} must not be an empty sequence'): - style_generator(kw) + next(gen_kw) -def test_style_generator_sequence_type_styles(): +def test_iterate_styles_sequence_type_styles(): kw = {'facecolor': ('r', 0.5), 'edgecolor': [0.5, 0.5, 0.5], 'linestyle': (0, (1, 1))} - _, gen = style_generator(kw) + gen_kw = iterate_styles(kw) for _ in range(2): # Result should repeat - style_dict = next(gen) - mcolors.same_color(kw['facecolor'], style_dict['facecolor']) - mcolors.same_color(kw['edgecolor'], style_dict['edgecolor']) - kw['linestyle'] == style_dict['linestyle'] + kw_dict = next(gen_kw) + mcolors.same_color(kw['facecolor'], kw_dict['facecolor']) + mcolors.same_color(kw['edgecolor'], kw_dict['edgecolor']) + kw['linestyle'] == kw_dict['linestyle'] -def test_style_generator_none(): +def test_iterate_styles_none(): kw = {'facecolor': 'none', 'edgecolor': 'none'} - _, gen = style_generator(kw) + gen_kw = iterate_styles(kw) for _ in range(2): # Result should repeat - style_dict = next(gen) - assert style_dict['facecolor'] == 'none' - assert style_dict['edgecolor'] == 'none' + kw_dict = next(gen_kw) + assert kw_dict['facecolor'] == 'none' + assert kw_dict['edgecolor'] == 'none' From 9de925ec3fe3e17b97ffb451626030dfe58434ae Mon Sep 17 00:00:00 2001 From: Ruth Comer <10599679+rcomer@users.noreply.github.com> Date: Sat, 6 Dec 2025 11:26:25 +0000 Subject: [PATCH 055/329] Revert "simplify" This reverts commit ab393269535096b4ee683674ecb63c55e3c297bc. --- lib/matplotlib/_style_helpers.py | 41 +++++++------- lib/matplotlib/axes/_axes.py | 17 +++--- lib/matplotlib/stackplot.py | 6 +- lib/matplotlib/tests/test__style_helpers.py | 61 +++++++++++---------- 4 files changed, 63 insertions(+), 62 deletions(-) diff --git a/lib/matplotlib/_style_helpers.py b/lib/matplotlib/_style_helpers.py index 7f4203ac4863..9b98d90593f9 100644 --- a/lib/matplotlib/_style_helpers.py +++ b/lib/matplotlib/_style_helpers.py @@ -1,44 +1,41 @@ import collections.abc import itertools +import numpy as np + import matplotlib.cbook as cbook import matplotlib.colors as mcolors import matplotlib.lines as mlines - def check_non_empty(key, value): """Raise a TypeError if an empty sequence is passed""" - if isinstance(value, collections.abc.Sized) and len(value) == 0: + if (not cbook.is_scalar_or_string(value) and + isinstance(value, collections.abc.Sized) and len(value) == 0): raise TypeError(f'{key} must not be an empty sequence') -def iterate_styles(kw): +def style_generator(kw): """ Helper for handling style sequences (e.g. facecolor=['r', 'b', 'k']) within plotting - methods that repeatedly call other plotting methods (e.g. hist, stackplot). - - Given a dictionary of keyword parameters, yield a series of copies of the - dictionary. Style parameters expressed as sequences are replaced in the copy with - the next element of the sequence. - - Note 'color' is deliberately not handled since the calling methods have their own - handling for that. + methods that repeatedly call other plotting methods (e.g. hist, stackplot). Remove + style keywords from the given dictionary. Return the reduced dictionary together + with a generator which provides a series of dictionaries to be used in each call to + the wrapped function. """ kw_iterators = {} remaining_kw = {} for key, value in kw.items(): - if cbook.is_scalar_or_string(value): - # No iteration required - remaining_kw[key] = value - - elif key in ['facecolor', 'edgecolor']: - check_non_empty(key, value) - kw_iterators[key] = itertools.cycle(mcolors.to_rgba_array(value)) + if key in ['facecolor', 'edgecolor']: + if value is None or cbook._str_lower_equal(value, 'none'): + kw_iterators[key] = itertools.repeat(value) + else: + check_non_empty(key, value) + kw_iterators[key] = itertools.cycle(mcolors.to_rgba_array(value)) elif key in ['hatch', 'linewidth']: check_non_empty(key, value) - kw_iterators[key] = itertools.cycle(value) + kw_iterators[key] = itertools.cycle(np.atleast_1d(value)) elif key == 'linestyle': check_non_empty(key, value) @@ -47,6 +44,8 @@ def iterate_styles(kw): else: remaining_kw[key] = value + def style_gen(): + while True: + yield {key: next(val) for key, val in kw_iterators.items()} - while True: - yield {key: next(val) for key, val in kw_iterators.items()} | remaining_kw + return remaining_kw, style_gen() diff --git a/lib/matplotlib/axes/_axes.py b/lib/matplotlib/axes/_axes.py index 0d882e65cec7..029260b90c26 100644 --- a/lib/matplotlib/axes/_axes.py +++ b/lib/matplotlib/axes/_axes.py @@ -3324,7 +3324,7 @@ def grouped_bar(self, heights, *, positions=None, group_spacing=1.5, bar_spacing # TODO: do we want to be more restrictive and check lengths? colors = itertools.cycle(colors) - kwargs_gen = _style_helpers.iterate_styles(kwargs) + kwargs, style_gen = _style_helpers.style_generator(kwargs) bar_width = (group_distance / (num_datasets + (num_datasets - 1) * bar_spacing + group_spacing)) @@ -3339,15 +3339,16 @@ def grouped_bar(self, heights, *, positions=None, group_spacing=1.5, bar_spacing # place the bars, but only use numerical positions, categorical tick labels # are handled separately below bar_containers = [] - for i, (hs, label, color) in enumerate(zip(heights, labels, colors)): + for i, (hs, label, color, styles) in enumerate(zip(heights, labels, colors, + style_gen)): lefts = (group_centers - 0.5 * group_distance + margin_abs + i * (bar_width + bar_spacing_abs)) if orientation == "vertical": bc = self.bar(lefts, hs, width=bar_width, align="edge", - label=label, color=color, **next(kwargs_gen)) + label=label, color=color, **styles, **kwargs) else: bc = self.barh(lefts, hs, height=bar_width, align="edge", - label=label, color=color, **next(kwargs_gen)) + label=label, color=color, **styles, **kwargs) bar_containers.append(bc) if tick_labels is not None: @@ -7640,18 +7641,18 @@ def hist(self, x, bins=None, range=None, density=False, weights=None, if histtype == "step": kwargs.setdefault('edgecolor', colors) - kwargs_gen = _style_helpers.iterate_styles(kwargs) + kwargs, style_gen = _style_helpers.style_generator(kwargs) for patch, lbl in itertools.zip_longest(patches, labels): if not patch: continue - kw = next(kwargs_gen) p = patch[0] - p._internal_update(kw) + kwargs.update(next(style_gen)) + p._internal_update(kwargs) if lbl is not None: p.set_label(lbl) for p in patch[1:]: - p._internal_update(kw) + p._internal_update(kwargs) p.set_label('_nolegend_') if nx == 1: diff --git a/lib/matplotlib/stackplot.py b/lib/matplotlib/stackplot.py index 822e98aac515..6592260ccbf1 100644 --- a/lib/matplotlib/stackplot.py +++ b/lib/matplotlib/stackplot.py @@ -96,7 +96,7 @@ def stackplot(axes, x, *args, kwargs = cbook.normalize_kwargs(kwargs, collections.PolyCollection) kwargs.setdefault('facecolor', colors) - kwargs_gen = _style_helpers.iterate_styles(kwargs) + kwargs, style_gen = _style_helpers.style_generator(kwargs) # Assume data passed has not been 'stacked', so stack it here. # We'll need a float buffer for the upcoming calculations. @@ -136,7 +136,7 @@ def stackplot(axes, x, *args, # Color between x = 0 and the first array. coll = axes.fill_between(x, first_line, stack[0, :], label=next(labels, None), - **next(kwargs_gen)) + **next(style_gen), **kwargs) coll.sticky_edges.y[:] = [0] r = [coll] @@ -144,5 +144,5 @@ def stackplot(axes, x, *args, for i in range(len(y) - 1): r.append(axes.fill_between(x, stack[i, :], stack[i + 1, :], label=next(labels, None), - **next(kwargs_gen))) + **next(style_gen), **kwargs)) return r diff --git a/lib/matplotlib/tests/test__style_helpers.py b/lib/matplotlib/tests/test__style_helpers.py index 1584221685f0..85ba1c48a33a 100644 --- a/lib/matplotlib/tests/test__style_helpers.py +++ b/lib/matplotlib/tests/test__style_helpers.py @@ -2,7 +2,7 @@ import matplotlib.colors as mcolors from matplotlib.lines import _get_dash_pattern -from matplotlib._style_helpers import iterate_styles +from matplotlib._style_helpers import style_generator @pytest.mark.parametrize('key, value', [('facecolor', ["b", "g", "r"]), @@ -10,20 +10,21 @@ ('hatch', ["/", "\\", "."]), ('linestyle', ["-", "--", ":"]), ('linewidth', [1, 1.5, 2])]) -def test_iterate_styles_list(key, value): +def test_style_generator_list(key, value): kw = {'foo': 12, key: value} - gen_kw = iterate_styles(kw) + new_kw, gen = style_generator(kw) + + assert new_kw == {'foo': 12} for v in value * 2: # Result should repeat - kw_dict = next(gen_kw) - assert len(kw_dict) == 2 - assert kw_dict['foo'] == 12 + style_dict = next(gen) + assert len(style_dict) == 1 if key.endswith('color'): - assert mcolors.same_color(v, kw_dict[key]) + assert mcolors.same_color(v, style_dict[key]) elif key == 'linestyle': - assert _get_dash_pattern(v) == kw_dict[key] + assert _get_dash_pattern(v) == style_dict[key] else: - assert v == kw_dict[key] + assert v == style_dict[key] @pytest.mark.parametrize('key, value', [('facecolor', "b"), @@ -31,46 +32,46 @@ def test_iterate_styles_list(key, value): ('hatch', "/"), ('linestyle', "-"), ('linewidth', 1)]) -def test_iterate_styles_single(key, value): +def test_style_generator_single(key, value): kw = {'foo': 12, key: value} - gen_kw = iterate_styles(kw) + new_kw, gen = style_generator(kw) + assert new_kw == {'foo': 12} for _ in range(2): # Result should repeat - kw_dict = next(gen_kw) - assert len(kw_dict) == 2 - assert kw_dict['foo'] == 12 + style_dict = next(gen) if key.endswith('color'): - assert mcolors.same_color(value, kw_dict[key]) + assert mcolors.same_color(value, style_dict[key]) + elif key == 'linestyle': + assert _get_dash_pattern(value) == style_dict[key] else: - assert value == kw_dict[key] + assert value == style_dict[key] @pytest.mark.parametrize('key', ['facecolor', 'hatch', 'linestyle']) -def test_iterate_styles_empty(key): +def test_style_generator_empty(key): kw = {key: []} - gen_kw = iterate_styles(kw) with pytest.raises(TypeError, match=f'{key} must not be an empty sequence'): - next(gen_kw) + style_generator(kw) -def test_iterate_styles_sequence_type_styles(): +def test_style_generator_sequence_type_styles(): kw = {'facecolor': ('r', 0.5), 'edgecolor': [0.5, 0.5, 0.5], 'linestyle': (0, (1, 1))} - gen_kw = iterate_styles(kw) + _, gen = style_generator(kw) for _ in range(2): # Result should repeat - kw_dict = next(gen_kw) - mcolors.same_color(kw['facecolor'], kw_dict['facecolor']) - mcolors.same_color(kw['edgecolor'], kw_dict['edgecolor']) - kw['linestyle'] == kw_dict['linestyle'] + style_dict = next(gen) + mcolors.same_color(kw['facecolor'], style_dict['facecolor']) + mcolors.same_color(kw['edgecolor'], style_dict['edgecolor']) + kw['linestyle'] == style_dict['linestyle'] -def test_iterate_styles_none(): +def test_style_generator_none(): kw = {'facecolor': 'none', 'edgecolor': 'none'} - gen_kw = iterate_styles(kw) + _, gen = style_generator(kw) for _ in range(2): # Result should repeat - kw_dict = next(gen_kw) - assert kw_dict['facecolor'] == 'none' - assert kw_dict['edgecolor'] == 'none' + style_dict = next(gen) + assert style_dict['facecolor'] == 'none' + assert style_dict['edgecolor'] == 'none' From 9d777268e7b14319f0a90cfabc85c796aa00cc42 Mon Sep 17 00:00:00 2001 From: Ruth Comer <10599679+rcomer@users.noreply.github.com> Date: Sat, 6 Dec 2025 11:50:29 +0000 Subject: [PATCH 056/329] remove plot from whatsnew --- .../stackplot_style_sequences.rst | 20 ------------------- 1 file changed, 20 deletions(-) diff --git a/doc/release/next_whats_new/stackplot_style_sequences.rst b/doc/release/next_whats_new/stackplot_style_sequences.rst index 7d03a415c1c0..209d30a15218 100644 --- a/doc/release/next_whats_new/stackplot_style_sequences.rst +++ b/doc/release/next_whats_new/stackplot_style_sequences.rst @@ -4,23 +4,3 @@ Stackplot styling `~.Axes.stackplot` now accepts sequences for the style parameters *facecolor*, *edgecolor*, *linestyle*, and *linewidth*, similar to how the *hatch* parameter is already handled. - -.. plot:: - :include-source: true - :alt: A stackplot showing with two regions. The bottom region is red with black dots and a dotted black outline. The top region is blue with gray stars and a thicker dashed outline. - - import matplotlib.pyplot as plt - import numpy as np - - x = np.linspace(0, 10, 10) - y1 = 1.0 * x - y2 = 2.0 * x + 1 - - fig, ax = plt.subplots() - - ax.stackplot(x, y1, y2, - facecolor=['tab:red', 'tab:blue'], - edgecolor=['black', 'gray'], - linestyle=[':', '--'], - linewidth=[2, 3], - hatch=['.', '*']) From 2b5ee9a1c27f17ba13b5a21c076c9f6f46212311 Mon Sep 17 00:00:00 2001 From: Ruth Comer <10599679+rcomer@users.noreply.github.com> Date: Sun, 7 Dec 2025 11:24:51 +0000 Subject: [PATCH 057/329] take hatch out of stackplot named parameters --- lib/matplotlib/stackplot.py | 26 +++++++++++--------------- 1 file changed, 11 insertions(+), 15 deletions(-) diff --git a/lib/matplotlib/stackplot.py b/lib/matplotlib/stackplot.py index 6592260ccbf1..4e00ab821e74 100644 --- a/lib/matplotlib/stackplot.py +++ b/lib/matplotlib/stackplot.py @@ -15,7 +15,7 @@ def stackplot(axes, x, *args, - labels=(), colors=None, hatch=None, baseline='zero', + labels=(), colors=None, baseline='zero', **kwargs): """ Draw a stacked area plot or a streamgraph. @@ -54,18 +54,6 @@ def stackplot(axes, x, *args, If not specified, the colors from the Axes property cycle will be used. - hatch : list of str, default: None - A sequence of hatching styles. See - :doc:`/gallery/shapes_and_collections/hatch_style_reference`. - The sequence will be cycled through for filling the - stacked areas from bottom to top. - It need not be exactly the same length as the number - of provided *y*, in which case the styles will repeat from the - beginning. - - .. versionadded:: 3.9 - Support for list input - data : indexable object, optional DATA_PARAMETER_PLACEHOLDER @@ -73,7 +61,16 @@ def stackplot(axes, x, *args, All other keyword arguments are passed to `.Axes.fill_between`. The following parameters additionally accept a sequence of values corresponding to the *y* datasets: - *edgecolor(s)*, *facecolor(s)*, *linewidth(s)*, *linestyle(s)*. + + - *hatch* + + .. versionadded:: 3.9 + Allowing a sequence of strings for *hatch* + + - *edgecolor* + - *facecolor* + - *linewidth* + - *linestyle* .. versionadded:: 3.11 Allowing sequences of values in above listed `.Axes.fill_between` @@ -92,7 +89,6 @@ def stackplot(axes, x, *args, if colors is None: colors = [axes._get_lines.get_next_color() for _ in y] - kwargs['hatch'] = hatch kwargs = cbook.normalize_kwargs(kwargs, collections.PolyCollection) kwargs.setdefault('facecolor', colors) From 55d1a5e9d66d791e8b19e335f4c3563044d66a76 Mon Sep 17 00:00:00 2001 From: Ruth Comer <10599679+rcomer@users.noreply.github.com> Date: Sun, 7 Dec 2025 11:23:35 +0000 Subject: [PATCH 058/329] Apply suggestions from timhoffm code review Co-authored-by: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> --- lib/matplotlib/axes/_axes.py | 12 +++++++++--- lib/matplotlib/tests/test__style_helpers.py | 8 +++++++- lib/matplotlib/tests/test_axes.py | 14 +++++++------- 3 files changed, 23 insertions(+), 11 deletions(-) diff --git a/lib/matplotlib/axes/_axes.py b/lib/matplotlib/axes/_axes.py index 029260b90c26..6457ef5ffcf7 100644 --- a/lib/matplotlib/axes/_axes.py +++ b/lib/matplotlib/axes/_axes.py @@ -3194,9 +3194,15 @@ def grouped_bar(self, heights, *, positions=None, group_spacing=1.5, bar_spacing **kwargs : `.Rectangle` properties - The following properties additionally accept a sequence of values - corresponding to the datasets in *heights*: - *edgecolor*, *facecolor*, *linewidth*, *linestyle*, *hatch*. + Properties applied to all bars. The following properties additionally + accept a sequence of values corresponding to the datasets in + *heights*: + + - *edgecolor* + - *facecolor* + - *linewidth* + - *linestyle* + - *hatch* %(Rectangle:kwdoc)s diff --git a/lib/matplotlib/tests/test__style_helpers.py b/lib/matplotlib/tests/test__style_helpers.py index 85ba1c48a33a..764bd5a0c88e 100644 --- a/lib/matplotlib/tests/test__style_helpers.py +++ b/lib/matplotlib/tests/test__style_helpers.py @@ -11,6 +11,7 @@ ('linestyle', ["-", "--", ":"]), ('linewidth', [1, 1.5, 2])]) def test_style_generator_list(key, value): + """Test that style parameter lists are distributed to the generator.""" kw = {'foo': 12, key: value} new_kw, gen = style_generator(kw) @@ -33,6 +34,7 @@ def test_style_generator_list(key, value): ('linestyle', "-"), ('linewidth', 1)]) def test_style_generator_single(key, value): + """Test that single-value style parameters are distributed to the generator.""" kw = {'foo': 12, key: value} new_kw, gen = style_generator(kw) @@ -48,13 +50,17 @@ def test_style_generator_single(key, value): @pytest.mark.parametrize('key', ['facecolor', 'hatch', 'linestyle']) -def test_style_generator_empty(key): +def test_style_generator_raises_on_empty_style_parameter_list(key): kw = {key: []} with pytest.raises(TypeError, match=f'{key} must not be an empty sequence'): style_generator(kw) def test_style_generator_sequence_type_styles(): + """ + Test that sequence type style values are detected as single value + and passed to a all elements of the generator. + """ kw = {'facecolor': ('r', 0.5), 'edgecolor': [0.5, 0.5, 0.5], 'linestyle': (0, (1, 1))} diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py index b35de230ecf8..9770be7c802c 100644 --- a/lib/matplotlib/tests/test_axes.py +++ b/lib/matplotlib/tests/test_axes.py @@ -3450,18 +3450,18 @@ def test_stackplot_facecolor(): y1 = 1.0 * x y2 = 2.0 * x + 1 - fcols = ['r', 'b'] + facecolors = ['r', 'b'] fig, ax = plt.subplots() - colls = ax.stackplot(x, y1, y2, facecolor=fcols, colors=['c', 'm']) - for coll, fcol in zip(colls, fcols): - assert mcolors.same_color(coll.get_facecolor(), fcol) + colls = ax.stackplot(x, y1, y2, facecolor=facecolors, colors=['c', 'm']) + for coll, fcol in zip(colls, facecolors): + assert mcolors.same_color(coll.get_facecolor(), facecolors) # Plural alias should also work - colls = ax.stackplot(x, y1, y2, facecolors=fcols, colors=['c', 'm']) - for coll, fcol in zip(colls, fcols): - assert mcolors.same_color(coll.get_facecolor(), fcol) + colls = ax.stackplot(x, y1, y2, facecolors=facecolors, colors=['c', 'm']) + for coll, fcol in zip(colls, facecolors): + assert mcolors.same_color(coll.get_facecolor(), facecolors) def test_stackplot_subfig_legend(): From ea8ac8237aa9fed6aa52c62eefb577e73eb5d5a8 Mon Sep 17 00:00:00 2001 From: Ruth Comer <10599679+rcomer@users.noreply.github.com> Date: Sun, 7 Dec 2025 11:35:58 +0000 Subject: [PATCH 059/329] fix linting and stackplot test --- lib/matplotlib/axes/_axes.py | 2 +- lib/matplotlib/tests/test_axes.py | 8 ++++---- 2 files changed, 5 insertions(+), 5 deletions(-) diff --git a/lib/matplotlib/axes/_axes.py b/lib/matplotlib/axes/_axes.py index 6457ef5ffcf7..9e94f6f78f1c 100644 --- a/lib/matplotlib/axes/_axes.py +++ b/lib/matplotlib/axes/_axes.py @@ -3197,7 +3197,7 @@ def grouped_bar(self, heights, *, positions=None, group_spacing=1.5, bar_spacing Properties applied to all bars. The following properties additionally accept a sequence of values corresponding to the datasets in *heights*: - + - *edgecolor* - *facecolor* - *linewidth* diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py index 9770be7c802c..02c22540728c 100644 --- a/lib/matplotlib/tests/test_axes.py +++ b/lib/matplotlib/tests/test_axes.py @@ -3455,13 +3455,13 @@ def test_stackplot_facecolor(): fig, ax = plt.subplots() colls = ax.stackplot(x, y1, y2, facecolor=facecolors, colors=['c', 'm']) - for coll, fcol in zip(colls, facecolors): - assert mcolors.same_color(coll.get_facecolor(), facecolors) + for coll, fcolor in zip(colls, facecolors): + assert mcolors.same_color(coll.get_facecolor(), fcolor) # Plural alias should also work colls = ax.stackplot(x, y1, y2, facecolors=facecolors, colors=['c', 'm']) - for coll, fcol in zip(colls, facecolors): - assert mcolors.same_color(coll.get_facecolor(), facecolors) + for coll, fcolor in zip(colls, facecolors): + assert mcolors.same_color(coll.get_facecolor(), fcolor) def test_stackplot_subfig_legend(): From c49771d61e70060259424cf16f1f4e433ca265ea Mon Sep 17 00:00:00 2001 From: Ruth Comer <10599679+rcomer@users.noreply.github.com> Date: Sun, 7 Dec 2025 11:45:17 +0000 Subject: [PATCH 060/329] punctuation --- lib/matplotlib/stackplot.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/lib/matplotlib/stackplot.py b/lib/matplotlib/stackplot.py index 4e00ab821e74..7dfc33357db0 100644 --- a/lib/matplotlib/stackplot.py +++ b/lib/matplotlib/stackplot.py @@ -65,7 +65,7 @@ def stackplot(axes, x, *args, - *hatch* .. versionadded:: 3.9 - Allowing a sequence of strings for *hatch* + Allowing a sequence of strings for *hatch*. - *edgecolor* - *facecolor* From c3f16337fb85f534ac9ded54484142e4d8051c82 Mon Sep 17 00:00:00 2001 From: Ruth Comer <10599679+rcomer@users.noreply.github.com> Date: Sun, 7 Dec 2025 12:12:06 +0000 Subject: [PATCH 061/329] group versionadded info Co-authored-by: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> --- lib/matplotlib/stackplot.py | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/lib/matplotlib/stackplot.py b/lib/matplotlib/stackplot.py index 7dfc33357db0..25bb2f45a0c4 100644 --- a/lib/matplotlib/stackplot.py +++ b/lib/matplotlib/stackplot.py @@ -63,15 +63,14 @@ def stackplot(axes, x, *args, corresponding to the *y* datasets: - *hatch* - - .. versionadded:: 3.9 - Allowing a sequence of strings for *hatch*. - - *edgecolor* - *facecolor* - *linewidth* - *linestyle* + .. versionadded:: 3.9 + Allowing a sequence of strings for *hatch*. + .. versionadded:: 3.11 Allowing sequences of values in above listed `.Axes.fill_between` parameters. From 11f44eee092b39e20425fd9f9eca0ec5a076f6d2 Mon Sep 17 00:00:00 2001 From: Ruth Comer <10599679+rcomer@users.noreply.github.com> Date: Sun, 7 Dec 2025 12:35:14 +0000 Subject: [PATCH 062/329] remove named hatch param from pyplot.stackplot --- lib/matplotlib/pyplot.py | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) diff --git a/lib/matplotlib/pyplot.py b/lib/matplotlib/pyplot.py index a20553d719db..69fb9107bcf5 100644 --- a/lib/matplotlib/pyplot.py +++ b/lib/matplotlib/pyplot.py @@ -4208,15 +4208,12 @@ def spy( # Autogenerated by boilerplate.py. Do not edit as changes will be lost. @_copy_docstring_and_deprecators(Axes.stackplot) -def stackplot( - x, *args, labels=(), colors=None, hatch=None, baseline="zero", data=None, **kwargs -): +def stackplot(x, *args, labels=(), colors=None, baseline="zero", data=None, **kwargs): return gca().stackplot( x, *args, labels=labels, colors=colors, - hatch=hatch, baseline=baseline, **({"data": data} if data is not None else {}), **kwargs, From fa5b30a01b211b9b1608e19c0cf216dd4ec0a781 Mon Sep 17 00:00:00 2001 From: Saumya Date: Sun, 7 Dec 2025 21:35:59 +0530 Subject: [PATCH 063/329] DOC: Add parameters documentation for FFMpegFileWriter --- lib/matplotlib/animation.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/lib/matplotlib/animation.py b/lib/matplotlib/animation.py index 56fda4ec6849..54a27547b27c 100644 --- a/lib/matplotlib/animation.py +++ b/lib/matplotlib/animation.py @@ -605,6 +605,10 @@ def _args(self): class FFMpegFileWriter(FFMpegBase, FileMovieWriter): """ File-based ffmpeg writer. + Parameters + ---------- + *args, **kwargs + All arguments are forwarded to `FileMovieWriter`. Frames are written to temporary files on disk and then stitched together at the end. From 79b6be0655a318a2518f57c66fdf0a0aafa4c99a Mon Sep 17 00:00:00 2001 From: Saumya Date: Sun, 7 Dec 2025 21:53:33 +0530 Subject: [PATCH 064/329] DOC: Document FFMpegFileWriter *args, **kwargs Adds documentation explaining that arguments are forwarded to the parent MovieWriter class. Fixes #22831 --- lib/matplotlib/animation.py | 1 + 1 file changed, 1 insertion(+) diff --git a/lib/matplotlib/animation.py b/lib/matplotlib/animation.py index 54a27547b27c..b6117917e8fc 100644 --- a/lib/matplotlib/animation.py +++ b/lib/matplotlib/animation.py @@ -605,6 +605,7 @@ def _args(self): class FFMpegFileWriter(FFMpegBase, FileMovieWriter): """ File-based ffmpeg writer. + Parameters ---------- *args, **kwargs From 88e62bd75d0ce91ac28f39a953595177a1068e2f Mon Sep 17 00:00:00 2001 From: Saumya Date: Sun, 7 Dec 2025 22:26:19 +0530 Subject: [PATCH 065/329] DOC: Fix docstring formatting for FFMpegFileWriter - Move Parameters section to correct location - Add blank line before Parameters section - Follow NumPy docstring conventions --- lib/matplotlib/animation.py | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/lib/matplotlib/animation.py b/lib/matplotlib/animation.py index b6117917e8fc..7aab48b14eeb 100644 --- a/lib/matplotlib/animation.py +++ b/lib/matplotlib/animation.py @@ -606,16 +606,17 @@ class FFMpegFileWriter(FFMpegBase, FileMovieWriter): """ File-based ffmpeg writer. - Parameters - ---------- - *args, **kwargs - All arguments are forwarded to `FileMovieWriter`. - Frames are written to temporary files on disk and then stitched together at the end. This effectively works as a slideshow input to ffmpeg with the fps passed as ``-framerate``, so see also `their notes on frame rates`_ for further details. + Parameters + ---------- + *args, **kwargs + All arguments are forwarded to `FileMovieWriter`. See + `FileMovieWriter` for a list of all possible parameters. + .. _their notes on frame rates: https://trac.ffmpeg.org/wiki/Slideshow#Framerates """ supported_formats = ['png', 'jpeg', 'tiff', 'raw', 'rgba'] From ed7664a7d433685a6aa540455fa0c9f70c43093c Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Mon, 8 Dec 2025 10:50:44 +0100 Subject: [PATCH 066/329] DOC: Define the effect of rcParams["figure.raise_window"] = False Closes #20415. --- lib/matplotlib/mpl-data/matplotlibrc | 3 +++ 1 file changed, 3 insertions(+) diff --git a/lib/matplotlib/mpl-data/matplotlibrc b/lib/matplotlib/mpl-data/matplotlibrc index b1eed6abfd3c..17705fe60347 100644 --- a/lib/matplotlib/mpl-data/matplotlibrc +++ b/lib/matplotlib/mpl-data/matplotlibrc @@ -600,6 +600,9 @@ # the pyplot interface before emitting a warning. # If less than one this feature is disabled. #figure.raise_window : True # Raise the GUI window to front when show() is called. + # If set to False, we currently do not take any further + # actions and whether the window appears on the front + # may depend on the GUI framework and window manager. ## The figure subplot parameters. All dimensions are a fraction of the figure width and height. #figure.subplot.left: 0.125 # the left side of the subplots of the figure From 94bf6bde0cf9f070b2969b0308d03f84d6eadbf4 Mon Sep 17 00:00:00 2001 From: Saumya Date: Mon, 8 Dec 2025 15:42:44 +0530 Subject: [PATCH 067/329] DOC: Document FFMpegFileWriter *args, **kwargs Adds documentation explaining that arguments are forwarded to the parent MovieWriter class. Fixes #22831 --- lib/matplotlib/animation.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/lib/matplotlib/animation.py b/lib/matplotlib/animation.py index 7aab48b14eeb..73981c440957 100644 --- a/lib/matplotlib/animation.py +++ b/lib/matplotlib/animation.py @@ -611,13 +611,13 @@ class FFMpegFileWriter(FFMpegBase, FileMovieWriter): This effectively works as a slideshow input to ffmpeg with the fps passed as ``-framerate``, so see also `their notes on frame rates`_ for further details. + .. _their notes on frame rates: https://trac.ffmpeg.org/wiki/Slideshow#Framerates + Parameters ---------- *args, **kwargs All arguments are forwarded to `FileMovieWriter`. See `FileMovieWriter` for a list of all possible parameters. - - .. _their notes on frame rates: https://trac.ffmpeg.org/wiki/Slideshow#Framerates """ supported_formats = ['png', 'jpeg', 'tiff', 'raw', 'rgba'] From 54321e3a950820347d9ff9b41b50fafff6f8d172 Mon Sep 17 00:00:00 2001 From: Saumya Date: Mon, 8 Dec 2025 15:46:52 +0530 Subject: [PATCH 068/329] DOC: Document FFMpegFileWriter *args, **kwargs Adds documentation explaining that arguments are forwarded to the parent MovieWriter class. Fixes #22831 --- lib/matplotlib/animation.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/lib/matplotlib/animation.py b/lib/matplotlib/animation.py index 73981c440957..1a398c91dbef 100644 --- a/lib/matplotlib/animation.py +++ b/lib/matplotlib/animation.py @@ -612,7 +612,7 @@ class FFMpegFileWriter(FFMpegBase, FileMovieWriter): ``-framerate``, so see also `their notes on frame rates`_ for further details. .. _their notes on frame rates: https://trac.ffmpeg.org/wiki/Slideshow#Framerates - + Parameters ---------- *args, **kwargs From 08236aed74f17dbcf4de50a111b1fe00c19cf672 Mon Sep 17 00:00:00 2001 From: Husain Gadiwala <69296939+alphanoobie@users.noreply.github.com> Date: Tue, 9 Dec 2025 03:40:42 +1030 Subject: [PATCH 069/329] Setting imshow(animated=True) still show does not show an image (#30052) --------- Co-authored-by: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Co-authored-by: Ruth Comer <10599679+rcomer@users.noreply.github.com> --- lib/matplotlib/axes/_base.py | 2 +- lib/matplotlib/tests/test_axes.py | 19 ++++++++++++++++++- 2 files changed, 19 insertions(+), 2 deletions(-) diff --git a/lib/matplotlib/axes/_base.py b/lib/matplotlib/axes/_base.py index f047fe1809aa..ecff24540690 100644 --- a/lib/matplotlib/axes/_base.py +++ b/lib/matplotlib/axes/_base.py @@ -3206,7 +3206,7 @@ def draw(self, renderer): if not self.get_figure(root=True).canvas.is_saving(): artists = [ a for a in artists - if not a.get_animated() or isinstance(a, mimage.AxesImage)] + if not a.get_animated()] artists = sorted(artists, key=attrgetter('zorder')) # rasterize artists with negative zorder diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py index fe121e12c9f1..356a107feaf6 100644 --- a/lib/matplotlib/tests/test_axes.py +++ b/lib/matplotlib/tests/test_axes.py @@ -11,6 +11,7 @@ import re import sys from types import SimpleNamespace +import unittest.mock import dateutil.tz @@ -45,7 +46,6 @@ from matplotlib.testing.decorators import ( image_comparison, check_figures_equal, remove_ticks_and_titles) from matplotlib.testing._markers import needs_usetex - # Note: Some test cases are run twice: once normally and once with labeled data # These two must be defined in the same test function or need to have # different baseline images to prevent race conditions when pytest runs @@ -10018,3 +10018,20 @@ def test_pie_all_zeros(): fig, ax = plt.subplots() with pytest.raises(ValueError, match="All wedge sizes are zero"): ax.pie([0, 0], labels=["A", "B"]) + + +def test_animated_artists_not_drawn_by_default(): + fig, (ax1, ax2) = plt.subplots(ncols=2) + + imdata = np.random.random((20, 20)) + lndata = imdata[0] + + im = ax1.imshow(imdata, animated=True) + (ln,) = ax2.plot(lndata, animated=True) + + with (unittest.mock.patch.object(im, "draw", name="im.draw") as mocked_im_draw, + unittest.mock.patch.object(ln, "draw", name="ln.draw") as mocked_ln_draw): + fig.draw_without_rendering() + + mocked_im_draw.assert_not_called() + mocked_ln_draw.assert_not_called() From 2fc3ed6cae052ec340cefcec8eaf1b122c93bab8 Mon Sep 17 00:00:00 2001 From: Antony Lee Date: Thu, 11 Dec 2025 10:03:47 +0100 Subject: [PATCH 070/329] Improve error messages for mismatched s arg to scatter(). - Display array sizes in case of size mismatch. - Display a clearer, distinct error message when `s` is not real. --- lib/matplotlib/axes/_axes.py | 12 ++++++------ lib/matplotlib/tests/test_axes.py | 6 +++--- 2 files changed, 9 insertions(+), 9 deletions(-) diff --git a/lib/matplotlib/axes/_axes.py b/lib/matplotlib/axes/_axes.py index 7fa360220664..74f7bb39bcdf 100644 --- a/lib/matplotlib/axes/_axes.py +++ b/lib/matplotlib/axes/_axes.py @@ -5309,12 +5309,12 @@ def scatter(self, x, y, s=None, c=None, marker=None, cmap=None, norm=None, s = (20 if mpl.rcParams['_internal.classic_mode'] else mpl.rcParams['lines.markersize'] ** 2.0) s = np.ma.ravel(s) - if (len(s) not in (1, x.size) or - (not np.issubdtype(s.dtype, np.floating) and - not np.issubdtype(s.dtype, np.integer))): - raise ValueError( - "s must be a scalar, " - "or float array-like with the same size as x and y") + if not (np.issubdtype(s.dtype, np.floating) + or np.issubdtype(s.dtype, np.integer)): + raise ValueError(f"s must be float, but has type {s.dtype}") + if len(s) not in (1, x.size): + raise ValueError(f"s (size {len(s)}) cannot be broadcast " + f"to match x and y (size {len(x)})") # get the original edgecolor the user passed before we normalize orig_edgecolor = edgecolors diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py index 356a107feaf6..45221bfd390d 100644 --- a/lib/matplotlib/tests/test_axes.py +++ b/lib/matplotlib/tests/test_axes.py @@ -2958,11 +2958,11 @@ def test_scatter_unfillable(self): def test_scatter_size_arg_size(self): x = np.arange(4) - with pytest.raises(ValueError, match='same size as x and y'): + with pytest.raises(ValueError, match='cannot be broadcast to match x and y'): plt.scatter(x, x, x[1:]) - with pytest.raises(ValueError, match='same size as x and y'): + with pytest.raises(ValueError, match='cannot be broadcast to match x and y'): plt.scatter(x[1:], x[1:], x) - with pytest.raises(ValueError, match='float array-like'): + with pytest.raises(ValueError, match='must be float'): plt.scatter(x, x, 'foo') def test_scatter_edgecolor_RGB(self): From 3db87c607903192e262403a761727d39ee46f15f Mon Sep 17 00:00:00 2001 From: Hassan Kibirige Date: Thu, 11 Dec 2025 19:22:26 +0300 Subject: [PATCH 071/329] Do not fail when when markers are numpy integers --- lib/matplotlib/markers.py | 2 +- lib/matplotlib/tests/test_marker.py | 1 + 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/lib/matplotlib/markers.py b/lib/matplotlib/markers.py index 9c6b3da73bcd..702aca326d21 100644 --- a/lib/matplotlib/markers.py +++ b/lib/matplotlib/markers.py @@ -308,7 +308,7 @@ def _set_marker(self, marker): """ if isinstance(marker, str) and cbook.is_math_text(marker): self._marker_function = self._set_mathtext_path - elif isinstance(marker, (int, str)) and marker in self.markers: + elif isinstance(marker, (int, str, np.integer)) and marker in self.markers: self._marker_function = getattr(self, '_set_' + self.markers[marker]) elif (isinstance(marker, np.ndarray) and marker.ndim == 2 and marker.shape[1] == 2): diff --git a/lib/matplotlib/tests/test_marker.py b/lib/matplotlib/tests/test_marker.py index a1e71f1f6533..171d06fd3d93 100644 --- a/lib/matplotlib/tests/test_marker.py +++ b/lib/matplotlib/tests/test_marker.py @@ -22,6 +22,7 @@ def test_marker_fillstyle(): r'$\frac{1}{2}$', "$\u266B$", 1, + np.int64(1), markers.TICKLEFT, [[-1, 0], [1, 0]], np.array([[-1, 0], [1, 0]]), From 9071543f4f7a808a3c8d6cca3172ce72f05920c9 Mon Sep 17 00:00:00 2001 From: Kyle Sunden Date: Thu, 11 Dec 2025 15:11:55 -0600 Subject: [PATCH 072/329] Update release docs for new publish workflow, remove old publish step --- .github/workflows/cibuildwheel.yml | 29 ----------------------------- doc/devel/release_guide.rst | 15 +++++++++++++-- 2 files changed, 13 insertions(+), 31 deletions(-) diff --git a/.github/workflows/cibuildwheel.yml b/.github/workflows/cibuildwheel.yml index 44b2beec38b9..46a7c68f062e 100644 --- a/.github/workflows/cibuildwheel.yml +++ b/.github/workflows/cibuildwheel.yml @@ -192,32 +192,3 @@ jobs: name: cibw-wheels-${{ runner.os }}-${{ matrix.cibw_archs }} path: ./wheelhouse/*.whl if-no-files-found: error - - publish: - if: github.repository == 'matplotlib/matplotlib' && github.event_name == 'push' && github.ref_type == 'tag' - name: Upload release to PyPI - needs: [build_sdist, build_wheels] - runs-on: ubuntu-latest - environment: release - permissions: - id-token: write - attestations: write - contents: read - steps: - - name: Download packages - uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6.0.0 - with: - pattern: cibw-* - path: dist - merge-multiple: true - - - name: Print out packages - run: ls dist - - - name: Generate artifact attestation for sdist and wheel - uses: actions/attest-build-provenance@977bb373ede98d70efdf65b84cb5f73e068dcc2a # v3.0.0 - with: - subject-path: dist/matplotlib-* - - - name: Publish package distributions to PyPI - uses: pypa/gh-action-pypi-publish@ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e # v1.13.0 diff --git a/doc/devel/release_guide.rst b/doc/devel/release_guide.rst index d1b5c963a295..886b60240415 100644 --- a/doc/devel/release_guide.rst +++ b/doc/devel/release_guide.rst @@ -383,12 +383,23 @@ Building binaries ================= We distribute macOS, Windows, and many Linux wheels as well as a source tarball via -PyPI. Most builders should trigger automatically once the tag is pushed to GitHub: +PyPI. * Windows, macOS and manylinux wheels are built on GitHub Actions. Builds are triggered - by the GitHub Action defined in :file:`.github/workflows/cibuildwheel.yml`, and wheels + by the GitHub Action defined in a separate + `release repository `__, and wheels will be available as artifacts of the build. Both a source tarball and the wheels will be automatically uploaded to PyPI once all of them have been built. +* To trigger the build for the ``matplotlib-release`` repository: + + * If not already created, create a release branch for the meso version (e.g. ``v3.10.x``) + * Edit the ``SOURCE_REF_TO_BUILD`` environment variable at the top of + `wheels.yml `__ + on the release branch to point to the release tag. + * Run the workflow from the release branch, with "pypi" selected for the pypi environment + using the `Workflow Dispatch trigger `__ + * This will run cibuildwheel and upload to PyPI using the Trusted Publishers GitHub Action. + * The auto-tick bot should open a pull request into the `conda-forge feedstock `__. Review and merge (if you have the power to). From 4edc215ed5b595535ee488cbd4cf039152a4b86b Mon Sep 17 00:00:00 2001 From: Niklas Mertsch <49114330+NMertsch@users.noreply.github.com> Date: Fri, 12 Dec 2025 01:09:43 +0100 Subject: [PATCH 073/329] Add type annotation for LocationEvent.modifiers (#30841) --- lib/matplotlib/backend_bases.py | 2 +- lib/matplotlib/backend_bases.pyi | 1 + 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/lib/matplotlib/backend_bases.py b/lib/matplotlib/backend_bases.py index 137611ab6703..e7edb0e7448f 100644 --- a/lib/matplotlib/backend_bases.py +++ b/lib/matplotlib/backend_bases.py @@ -1262,7 +1262,7 @@ class LocationEvent(Event): xdata, ydata : float or None Data coordinates of the mouse within *inaxes*, or *None* if the mouse is not over an Axes. - modifiers : frozenset + modifiers : frozenset[str] The keyboard modifiers currently being pressed (except for KeyEvent). """ diff --git a/lib/matplotlib/backend_bases.pyi b/lib/matplotlib/backend_bases.pyi index 7a2b28262249..a69b36093839 100644 --- a/lib/matplotlib/backend_bases.pyi +++ b/lib/matplotlib/backend_bases.pyi @@ -237,6 +237,7 @@ class LocationEvent(Event): inaxes: Axes | None xdata: float | None ydata: float | None + modifiers: frozenset[str] def __init__( self, name: str, From 3e7bedb6ca4b29771aeb1555e2eb999db75b33f6 Mon Sep 17 00:00:00 2001 From: Ian Hunt-Isaak Date: Fri, 12 Dec 2025 12:28:57 -0500 Subject: [PATCH 074/329] add callback disconnect by passing function --- lib/matplotlib/cbook.py | 12 ++++++ lib/matplotlib/cbook.pyi | 1 + lib/matplotlib/tests/test_cbook.py | 67 ++++++++++++++++++++++++++++++ 3 files changed, 80 insertions(+) diff --git a/lib/matplotlib/cbook.py b/lib/matplotlib/cbook.py index a2a9e54792d9..3a28f3baa4f3 100644 --- a/lib/matplotlib/cbook.py +++ b/lib/matplotlib/cbook.py @@ -229,6 +229,9 @@ class CallbackRegistry: >>> callbacks.process('drink', 123) drink 123 + >>> callbacks.disconnect_func('drink', ondrink) # disconnect by func + >>> callbacks.process('drink', 123) # nothing will be called + In practice, one should always disconnect all callbacks when they are no longer needed to avoid dangling references (and thus memory leaks). However, real code in Matplotlib rarely does so, and due to its design, @@ -349,6 +352,15 @@ def disconnect(self, cid): if len(self.callbacks[signal]) == 0: # Clean up empty dicts del self.callbacks[signal] + def disconnect_func(self, signal, func): + """ + Disconnect the callback for *func* registered to *signal*. + + No error is raised if such a callback does not exist. + """ + proxy = _weak_or_strong_ref(func, None) + self._remove_proxy(signal, proxy) + def process(self, s, *args, **kwargs): """ Process signal *s*. diff --git a/lib/matplotlib/cbook.pyi b/lib/matplotlib/cbook.pyi index f7959a6fd0bb..c6fa8ce19a23 100644 --- a/lib/matplotlib/cbook.pyi +++ b/lib/matplotlib/cbook.pyi @@ -34,6 +34,7 @@ class CallbackRegistry: ) -> None: ... def connect(self, signal: Any, func: Callable) -> int: ... def disconnect(self, cid: int) -> None: ... + def disconnect_func(self, signal: Any, func: Callable) -> None: ... def process(self, s: Any, *args, **kwargs) -> None: ... def blocked( self, *, signal: Any | None = ... diff --git a/lib/matplotlib/tests/test_cbook.py b/lib/matplotlib/tests/test_cbook.py index 9b97d8e7e231..10a88e7faa21 100644 --- a/lib/matplotlib/tests/test_cbook.py +++ b/lib/matplotlib/tests/test_cbook.py @@ -292,6 +292,73 @@ def test_callback_wrong_disconnect(self, pickle, cls): # check we still have callbacks registered self.is_not_empty() + @pytest.mark.parametrize('pickle', [True, False]) + @pytest.mark.parametrize('cls', [Hashable, Unhashable]) + def test_callback_disconnect_func(self, pickle, cls): + # ensure we start with an empty registry + self.is_empty() + + # create a class for testing + mini_me = cls() + + # test that we can add a callback + self.connect(self.signal, mini_me.dummy, pickle) + self.is_not_empty() + + # disconnect by function reference + self.callbacks.disconnect_func(self.signal, mini_me.dummy) + + # check we now have no callbacks registered + self.is_empty() + + @pytest.mark.parametrize('pickle', [True, False]) + @pytest.mark.parametrize('cls', [Hashable, Unhashable]) + def test_callback_disconnect_func_wrong(self, pickle, cls): + # ensure we start with an empty registry + self.is_empty() + + # create a class for testing + mini_me = cls() + + # test that we can add a callback + self.connect(self.signal, mini_me.dummy, pickle) + self.is_not_empty() + + # try to disconnect with wrong signal - should do nothing + self.callbacks.disconnect_func('wrong_signal', mini_me.dummy) + + # check we still have callbacks registered + self.is_not_empty() + + # try to disconnect with wrong function - should do nothing + mini_me2 = cls() + self.callbacks.disconnect_func(self.signal, mini_me2.dummy) + + # check we still have callbacks registered + self.is_not_empty() + + def test_callback_disconnect_func_redefined(self): + # Test that redefining a function name doesn't affect disconnect_func. + # When you redefine a function, it creates a new function object, + # so disconnect_func should not disconnect the original. + self.is_empty() + + def func(): + pass + + self.callbacks.connect(self.signal, func) + self.is_not_empty() + + # Redefine func - this creates a new function object + def func(): + pass + + # Try to disconnect with the redefined function + self.callbacks.disconnect_func(self.signal, func) + + # Original callback should still be registered + self.is_not_empty() + @pytest.mark.parametrize('pickle', [True, False]) @pytest.mark.parametrize('cls', [Hashable, Unhashable]) def test_registration_on_non_empty_registry(self, pickle, cls): From 895bd46d306847fcd367bf24ef37ece9c6b6244d Mon Sep 17 00:00:00 2001 From: Ian Hunt-Isaak Date: Fri, 12 Dec 2025 12:33:27 -0500 Subject: [PATCH 075/329] re-use remove_proxy in disconnect --- lib/matplotlib/cbook.py | 7 +------ 1 file changed, 1 insertion(+), 6 deletions(-) diff --git a/lib/matplotlib/cbook.py b/lib/matplotlib/cbook.py index 3a28f3baa4f3..233c6a6c402f 100644 --- a/lib/matplotlib/cbook.py +++ b/lib/matplotlib/cbook.py @@ -340,17 +340,12 @@ def disconnect(self, cid): No error is raised if such a callback does not exist. """ - self._pickled_cids.discard(cid) for signal, proxy in self._func_cid_map: if self._func_cid_map[signal, proxy] == cid: break else: # Not found return - assert self.callbacks[signal][cid] == proxy - del self.callbacks[signal][cid] - self._func_cid_map.pop((signal, proxy)) - if len(self.callbacks[signal]) == 0: # Clean up empty dicts - del self.callbacks[signal] + self._remove_proxy(signal, proxy) def disconnect_func(self, signal, func): """ From 469e094229ef6e08fbcb3ee5bf669de0e54a43f5 Mon Sep 17 00:00:00 2001 From: Ian Hunt-Isaak Date: Fri, 12 Dec 2025 12:44:27 -0500 Subject: [PATCH 076/329] whats new note --- .../callback_registry_disconnect_func.rst | 20 +++++++++++++++++++ 1 file changed, 20 insertions(+) create mode 100644 doc/release/next_whats_new/callback_registry_disconnect_func.rst diff --git a/doc/release/next_whats_new/callback_registry_disconnect_func.rst b/doc/release/next_whats_new/callback_registry_disconnect_func.rst new file mode 100644 index 000000000000..debeabe6b0db --- /dev/null +++ b/doc/release/next_whats_new/callback_registry_disconnect_func.rst @@ -0,0 +1,20 @@ +``CallbackRegistry.disconnect_func`` to disconnect callbacks by function +------------------------------------------------------------------------- + +`.CallbackRegistry` now has a `~.CallbackRegistry.disconnect_func` method that +allows disconnecting a callback by passing the signal and function directly, +instead of needing to track the callback ID returned by +`~.CallbackRegistry.connect`. + +.. code-block:: python + + from matplotlib.cbook import CallbackRegistry + + def my_callback(event): + print(event) + + callbacks = CallbackRegistry() + callbacks.connect('my_signal', my_callback) + + # Disconnect by function reference instead of callback ID + callbacks.disconnect_func('my_signal', my_callback) From ba8d4555ece3a1adafd37df18b12e1d6fd4ee45a Mon Sep 17 00:00:00 2001 From: Ruth Comer <10599679+rcomer@users.noreply.github.com> Date: Fri, 12 Dec 2025 20:13:11 +0000 Subject: [PATCH 077/329] Add pixi and uv install options to bug template --- .github/ISSUE_TEMPLATE/bug_report.yml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.github/ISSUE_TEMPLATE/bug_report.yml b/.github/ISSUE_TEMPLATE/bug_report.yml index a19b6d2346e3..f3595d2b7865 100644 --- a/.github/ISSUE_TEMPLATE/bug_report.yml +++ b/.github/ISSUE_TEMPLATE/bug_report.yml @@ -82,6 +82,8 @@ body: options: - pip - conda + - pixi + - uv - Linux package manager - from source (.tar.gz) - git checkout From f6513e7c04a225bed5fd5391f8a8a4ad86d35c2a Mon Sep 17 00:00:00 2001 From: NabeelShar Date: Sat, 13 Dec 2025 11:01:34 +0500 Subject: [PATCH 078/329] Fix Axes.grid() to respect alpha in color tuples When calling ax.grid(color=(R, G, B, A)) with a 4-element color tuple, the alpha channel was being ignored, causing gridlines to appear fully opaque instead of with the specified transparency. The issue occurred in two locations: 1. Tick.__init__: When creating ticks, if grid_alpha was None but the color had an alpha channel, the alpha wasn't extracted from the color 2. Tick._apply_params: When updating gridlines via grid(), colors with alpha weren't being decomposed into separate color and alpha params This fix extracts the alpha value from color tuples using mcolors.to_rgba() and sets both the color (RGB only) and alpha separately, ensuring proper transparency rendering. Fixes #22231 --- lib/matplotlib/axis.py | 34 +++++++++++++++++++++---------- lib/matplotlib/tests/test_axes.py | 22 ++++++++++++++++++++ 2 files changed, 45 insertions(+), 11 deletions(-) diff --git a/lib/matplotlib/axis.py b/lib/matplotlib/axis.py index c3b6fcac569f..900682511713 100644 --- a/lib/matplotlib/axis.py +++ b/lib/matplotlib/axis.py @@ -140,17 +140,20 @@ def __init__( f"grid.{major_minor}.linewidth", "grid.linewidth", ) - if grid_alpha is None and not mcolors._has_alpha_channel(grid_color): - # alpha precedence: kwarg > color alpha > rcParams['grid.alpha'] - # Note: only resolve to rcParams if the color does not have alpha - # otherwise `grid(color=(1, 1, 1, 0.5))` would work like - # grid(color=(1, 1, 1, 0.5), alpha=rcParams['grid.alpha']) - # so the that the rcParams default would override color alpha. - grid_alpha = mpl._val_or_rc( - # grid_alpha is None so we can use the first key - mpl.rcParams[f"grid.{major_minor}.alpha"], - "grid.alpha", - ) + if grid_alpha is None: + if mcolors._has_alpha_channel(grid_color): + # Extract alpha from the color + # alpha precedence: kwarg > color alpha > rcParams['grid.alpha'] + rgba = mcolors.to_rgba(grid_color) + grid_color = rgba[:3] # RGB only + grid_alpha = rgba[3] # Alpha from color + else: + # No alpha in color, use rcParams + grid_alpha = mpl._val_or_rc( + # grid_alpha is None so we can use the first key + mpl.rcParams[f"grid.{major_minor}.alpha"], + "grid.alpha", + ) grid_kw = {k[5:]: v for k, v in kwargs.items() if k != "rotation_mode"} @@ -348,6 +351,15 @@ def _apply_params(self, **kwargs): grid_kw = {k[5:]: v for k, v in kwargs.items() if k in _gridline_param_names} + # If grid_color has an alpha channel and grid_alpha is not explicitly + # set, extract the alpha from the color. + if 'color' in grid_kw and 'alpha' not in grid_kw: + grid_color = grid_kw['color'] + if mcolors._has_alpha_channel(grid_color): + # Convert to rgba to extract alpha + rgba = mcolors.to_rgba(grid_color) + grid_kw['color'] = rgba[:3] # RGB only + grid_kw['alpha'] = rgba[3] # Alpha channel self.gridline.set(**grid_kw) def update_position(self, loc): diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py index 6e839ef2f189..18817f9fc82f 100644 --- a/lib/matplotlib/tests/test_axes.py +++ b/lib/matplotlib/tests/test_axes.py @@ -6133,6 +6133,28 @@ def test_grid(): assert not ax.xaxis.majorTicks[0].gridline.get_visible() +def test_grid_color_with_alpha(): + """Test that grid(color=(..., alpha)) respects the alpha value.""" + fig, ax = plt.subplots() + ax.plot([0, 1], [0, 1]) + + # Test 1: Color tuple with alpha + ax.grid(True, color=(0.5, 0.6, 0.7, 0.3)) + fig.canvas.draw() + + # Check that alpha is extracted from color tuple + for tick in ax.xaxis.get_major_ticks(): + assert tick.gridline.get_alpha() == 0.3, \ + f"Expected alpha=0.3, got {tick.gridline.get_alpha()}" + # Color should be RGB only, without alpha component + color = tick.gridline.get_color() + assert len(color) in (3, 4), f"Unexpected color format: {color}" + + for tick in ax.yaxis.get_major_ticks(): + assert tick.gridline.get_alpha() == 0.3, \ + f"Expected alpha=0.3, got {tick.gridline.get_alpha()}" + + def test_reset_grid(): fig, ax = plt.subplots() ax.tick_params(reset=True, which='major', labelsize=10) From da7a5cc573af023cbe4380ef5d686a676f71cd47 Mon Sep 17 00:00:00 2001 From: Ian Hunt-Isaak Date: Sat, 13 Dec 2025 14:52:14 -0500 Subject: [PATCH 079/329] simplify into single function with overload and api rename --- .../deprecations/30844-IHI.rst | 9 +++ lib/matplotlib/cbook.py | 54 ++++++++++----- lib/matplotlib/cbook.pyi | 6 +- lib/matplotlib/tests/test_cbook.py | 66 +++++++++++++++++-- 4 files changed, 109 insertions(+), 26 deletions(-) create mode 100644 doc/api/next_api_changes/deprecations/30844-IHI.rst diff --git a/doc/api/next_api_changes/deprecations/30844-IHI.rst b/doc/api/next_api_changes/deprecations/30844-IHI.rst new file mode 100644 index 000000000000..03d065df119b --- /dev/null +++ b/doc/api/next_api_changes/deprecations/30844-IHI.rst @@ -0,0 +1,9 @@ +``CallbackRegistry.disconnect`` *cid* parameter renamed to *cid_or_func* +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +The *cid* parameter of `.CallbackRegistry.disconnect` has been renamed to +*cid_or_func*. The method now also accepts a callable, which will disconnect +that callback from all signals or from a specific signal if the *signal* +keyword argument is provided. + +``CallbackRegistry.disconnect_func`` has been removed; use +``disconnect(func, signal=...)`` instead. diff --git a/lib/matplotlib/cbook.py b/lib/matplotlib/cbook.py index 233c6a6c402f..763389ac61e5 100644 --- a/lib/matplotlib/cbook.py +++ b/lib/matplotlib/cbook.py @@ -229,7 +229,7 @@ class CallbackRegistry: >>> callbacks.process('drink', 123) drink 123 - >>> callbacks.disconnect_func('drink', ondrink) # disconnect by func + >>> callbacks.disconnect(ondrink, signal='drink') # disconnect by func >>> callbacks.process('drink', 123) # nothing will be called In practice, one should always disconnect all callbacks when they are @@ -334,27 +334,45 @@ def _remove_proxy(self, signal, proxy, *, _is_finalizing=sys.is_finalizing): if len(self.callbacks[signal]) == 0: # Clean up empty dicts del self.callbacks[signal] - def disconnect(self, cid): + @_api.rename_parameter("3.11", "cid", "cid_or_func") + def disconnect(self, cid_or_func, *, signal=None): """ - Disconnect the callback registered with callback id *cid*. - - No error is raised if such a callback does not exist. - """ - for signal, proxy in self._func_cid_map: - if self._func_cid_map[signal, proxy] == cid: - break - else: # Not found - return - self._remove_proxy(signal, proxy) - - def disconnect_func(self, signal, func): - """ - Disconnect the callback for *func* registered to *signal*. + Disconnect a callback. + Parameters + ---------- + cid_or_func : int or callable + If an int, disconnect the callback with that connection id. + If a callable, disconnect that function from signals. + signal : optional + Only used when *cid_or_func* is a callable. If given, disconnect + the function only from that specific signal. If not given, + disconnect from all signals the function is connected to. + + Notes + ----- No error is raised if such a callback does not exist. """ - proxy = _weak_or_strong_ref(func, None) - self._remove_proxy(signal, proxy) + if isinstance(cid_or_func, int): + if signal is not None: + raise ValueError( + "signal cannot be specified when disconnecting by cid") + for sig, proxy in self._func_cid_map: + if self._func_cid_map[sig, proxy] == cid_or_func: + break + else: # Not found + return + self._remove_proxy(sig, proxy) + elif signal is not None: + # Disconnect from a specific signal + proxy = _weak_or_strong_ref(cid_or_func, None) + self._remove_proxy(signal, proxy) + else: + # Disconnect from all signals + proxy = _weak_or_strong_ref(cid_or_func, None) + for sig, prx in list(self._func_cid_map): + if prx == proxy: + self._remove_proxy(sig, proxy) def process(self, s, *args, **kwargs): """ diff --git a/lib/matplotlib/cbook.pyi b/lib/matplotlib/cbook.pyi index c6fa8ce19a23..abd5196454c6 100644 --- a/lib/matplotlib/cbook.pyi +++ b/lib/matplotlib/cbook.pyi @@ -33,8 +33,10 @@ class CallbackRegistry: signals: Iterable[Any] | None = ..., ) -> None: ... def connect(self, signal: Any, func: Callable) -> int: ... - def disconnect(self, cid: int) -> None: ... - def disconnect_func(self, signal: Any, func: Callable) -> None: ... + @overload + def disconnect(self, cid_or_func: int) -> None: ... + @overload + def disconnect(self, cid_or_func: Callable, *, signal: Any | None = ...) -> None: ... def process(self, s: Any, *args, **kwargs) -> None: ... def blocked( self, *, signal: Any | None = ... diff --git a/lib/matplotlib/tests/test_cbook.py b/lib/matplotlib/tests/test_cbook.py index 10a88e7faa21..bfcab398d34e 100644 --- a/lib/matplotlib/tests/test_cbook.py +++ b/lib/matplotlib/tests/test_cbook.py @@ -306,7 +306,7 @@ def test_callback_disconnect_func(self, pickle, cls): self.is_not_empty() # disconnect by function reference - self.callbacks.disconnect_func(self.signal, mini_me.dummy) + self.callbacks.disconnect(mini_me.dummy, signal=self.signal) # check we now have no callbacks registered self.is_empty() @@ -325,22 +325,22 @@ def test_callback_disconnect_func_wrong(self, pickle, cls): self.is_not_empty() # try to disconnect with wrong signal - should do nothing - self.callbacks.disconnect_func('wrong_signal', mini_me.dummy) + self.callbacks.disconnect(mini_me.dummy, signal='wrong_signal') # check we still have callbacks registered self.is_not_empty() # try to disconnect with wrong function - should do nothing mini_me2 = cls() - self.callbacks.disconnect_func(self.signal, mini_me2.dummy) + self.callbacks.disconnect(mini_me2.dummy, signal=self.signal) # check we still have callbacks registered self.is_not_empty() def test_callback_disconnect_func_redefined(self): - # Test that redefining a function name doesn't affect disconnect_func. + # Test that redefining a function name doesn't affect disconnect. # When you redefine a function, it creates a new function object, - # so disconnect_func should not disconnect the original. + # so disconnect should not disconnect the original. self.is_empty() def func(): @@ -354,11 +354,65 @@ def func(): pass # Try to disconnect with the redefined function - self.callbacks.disconnect_func(self.signal, func) + self.callbacks.disconnect(func, signal=self.signal) # Original callback should still be registered self.is_not_empty() + @pytest.mark.parametrize('pickle', [True, False]) + @pytest.mark.parametrize('cls', [Hashable, Unhashable]) + def test_callback_disconnect_func_all_signals(self, pickle, cls): + # Test disconnecting a callback from all signals at once + self.is_empty() + + mini_me = cls() + + # Connect to multiple signals + self.callbacks.connect('signal1', mini_me.dummy) + self.callbacks.connect('signal2', mini_me.dummy) + assert len(list(self.callbacks._func_cid_map)) == 2 + + # Disconnect from all signals at once (no signal specified) + self.callbacks.disconnect(mini_me.dummy) + + # All callbacks should be removed + self.is_empty() + + def test_disconnect_cid_with_signal_raises(self): + # Passing signal with a cid should raise an error + self.is_empty() + cid = self.callbacks.connect(self.signal, lambda: None) + with pytest.raises(ValueError, match="signal cannot be specified"): + self.callbacks.disconnect(cid, signal=self.signal) + + @pytest.mark.parametrize('pickle', [True, False]) + @pytest.mark.parametrize('cls', [Hashable, Unhashable]) + def test_callback_disconnect_func_selective(self, pickle, cls): + # Test selectively disconnecting a callback from one signal + # while keeping it connected to another + self.is_empty() + + mini_me = cls() + + # Connect same function to multiple signals + self.callbacks.connect('signal1', mini_me.dummy) + self.callbacks.connect('signal2', mini_me.dummy) + assert len(list(self.callbacks._func_cid_map)) == 2 + + # Disconnect from only signal1 + self.callbacks.disconnect(mini_me.dummy, signal='signal1') + + # Should still have one callback registered (on signal2) + assert len(list(self.callbacks._func_cid_map)) == 1 + assert 'signal2' in self.callbacks.callbacks + assert 'signal1' not in self.callbacks.callbacks + + # Disconnect from signal2 + self.callbacks.disconnect(mini_me.dummy, signal='signal2') + + # Now all should be removed + self.is_empty() + @pytest.mark.parametrize('pickle', [True, False]) @pytest.mark.parametrize('cls', [Hashable, Unhashable]) def test_registration_on_non_empty_registry(self, pickle, cls): From f33265e8d36986212a65d91b1a4559ef0d026b31 Mon Sep 17 00:00:00 2001 From: Antony Lee Date: Sat, 13 Dec 2025 14:45:35 +0100 Subject: [PATCH 080/329] Minor doc fixes re: close()ing figures. Most fixes are self-explanatory. The change to the flask command-line allows using the same instructions on all OSes. The one to the CanvasAgg example is there because it is no longer (since mpl3.1) necessary to explicitly attach the canvas in the savefig() case. --- doc/users/faq.rst | 12 +++++------- galleries/examples/user_interfaces/canvasagg.py | 10 +++++----- .../web_application_server_sgskip.py | 17 +++++------------ lib/matplotlib/pyplot.py | 2 +- 4 files changed, 16 insertions(+), 25 deletions(-) diff --git a/doc/users/faq.rst b/doc/users/faq.rst index e7edcc50f551..5aec1e08fb14 100644 --- a/doc/users/faq.rst +++ b/doc/users/faq.rst @@ -281,7 +281,7 @@ locators as desired because the two axes are independent. Generate images without having a window appear ---------------------------------------------- -The recommended approach since matplotlib 3.1 is to explicitly create a Figure +The recommended approach since Matplotlib 3.1 is to explicitly create a Figure instance:: from matplotlib.figure import Figure @@ -292,12 +292,10 @@ instance:: This prevents any interaction with GUI frameworks and the window manager. -It's alternatively still possible to use the pyplot interface. Instead of -calling `matplotlib.pyplot.show`, call `matplotlib.pyplot.savefig`. - -Additionally, you must ensure to close the figure after saving it. Not -closing the figure is a memory leak, because pyplot keeps references -to all not-yet-shown figures:: +It's alternatively still possible to use the pyplot interface: instead of +calling `matplotlib.pyplot.show`, call `matplotlib.pyplot.savefig`. In that +case, you must close the figure after saving it. Not closing the figure causes +a memory leak, because pyplot keeps references to all not-yet-shown figures. :: import matplotlib.pyplot as plt plt.plot([1, 2, 3]) diff --git a/galleries/examples/user_interfaces/canvasagg.py b/galleries/examples/user_interfaces/canvasagg.py index 0e460cc64539..2786a2518dd3 100644 --- a/galleries/examples/user_interfaces/canvasagg.py +++ b/galleries/examples/user_interfaces/canvasagg.py @@ -32,10 +32,6 @@ from matplotlib.figure import Figure fig = Figure(figsize=(5, 4), dpi=100) -# A canvas must be manually attached to the figure (pyplot would automatically -# do it). This is done by instantiating the canvas with the figure as -# argument. -canvas = FigureCanvasAgg(fig) # Do some plotting. ax = fig.add_subplot() @@ -45,8 +41,12 @@ # etc.). fig.savefig("test.png") -# Option 2: Retrieve a memoryview on the renderer buffer, and convert it to a +# Option 2 (low-level approach to directly save to a numpy array): Manually +# attach a canvas to the figure (pyplot or savefig would automatically do +# it), by instantiating the canvas with the figure as argument; then draw the +# figure, retrieve a memoryview on the renderer buffer, and convert it to a # numpy array. +canvas = FigureCanvasAgg(fig) canvas.draw() rgba = np.asarray(canvas.buffer_rgba()) # ... and pass it to PIL. diff --git a/galleries/examples/user_interfaces/web_application_server_sgskip.py b/galleries/examples/user_interfaces/web_application_server_sgskip.py index 60c321e02eb9..f125916db54b 100644 --- a/galleries/examples/user_interfaces/web_application_server_sgskip.py +++ b/galleries/examples/user_interfaces/web_application_server_sgskip.py @@ -5,7 +5,7 @@ When using Matplotlib in a web server it is strongly recommended to not use pyplot (pyplot maintains references to the opened figures to make -`~.matplotlib.pyplot.show` work, but this will cause memory leaks unless the +`~.pyplot.show` work, but this will cause memory leaks unless the figures are properly closed). Since Matplotlib 3.1, one can directly create figures using the `.Figure` @@ -45,21 +45,14 @@ def hello(): # %% # # Since the above code is a Flask application, it should be run using the -# `flask command-line tool `_ -# Assuming that the working directory contains this script: -# -# Unix-like systems +# `flask command-line tool `_: +# run # # .. code-block:: console # -# FLASK_APP=web_application_server_sgskip flask run -# -# Windows -# -# .. code-block:: console +# flask --app web_application_server_sgskip run # -# set FLASK_APP=web_application_server_sgskip -# flask run +# from the directory containing this script. # # # Clickable images for HTML diff --git a/lib/matplotlib/pyplot.py b/lib/matplotlib/pyplot.py index 69fb9107bcf5..225684d068f4 100644 --- a/lib/matplotlib/pyplot.py +++ b/lib/matplotlib/pyplot.py @@ -1263,7 +1263,7 @@ def close(fig: None | int | str | Figure | Literal["all"] = None) -> None: ----- pyplot maintains a reference to figures created with `figure()`. When work on the figure is completed, it should be closed, i.e. deregistered - from pyplot, to free its memory (see also :rc:figure.max_open_warning). + from pyplot, to free its memory (see also :rc:`figure.max_open_warning`). Closing a figure window created by `show()` automatically deregisters the figure. For all other use cases, most prominently `savefig()` without `show()`, the figure must be deregistered explicitly using `close()`. From a019b4ff828feb46852c5e66ca272bda3d4fdf4b Mon Sep 17 00:00:00 2001 From: Ian Hunt-Isaak Date: Sun, 14 Dec 2025 00:52:12 -0500 Subject: [PATCH 081/329] update change log --- doc/api/next_api_changes/deprecations/30844-IHI.rst | 3 --- .../callback_registry_disconnect_func.rst | 11 +++++------ 2 files changed, 5 insertions(+), 9 deletions(-) diff --git a/doc/api/next_api_changes/deprecations/30844-IHI.rst b/doc/api/next_api_changes/deprecations/30844-IHI.rst index 03d065df119b..55ebe9af6d68 100644 --- a/doc/api/next_api_changes/deprecations/30844-IHI.rst +++ b/doc/api/next_api_changes/deprecations/30844-IHI.rst @@ -4,6 +4,3 @@ The *cid* parameter of `.CallbackRegistry.disconnect` has been renamed to *cid_or_func*. The method now also accepts a callable, which will disconnect that callback from all signals or from a specific signal if the *signal* keyword argument is provided. - -``CallbackRegistry.disconnect_func`` has been removed; use -``disconnect(func, signal=...)`` instead. diff --git a/doc/release/next_whats_new/callback_registry_disconnect_func.rst b/doc/release/next_whats_new/callback_registry_disconnect_func.rst index debeabe6b0db..f4688ba0af3f 100644 --- a/doc/release/next_whats_new/callback_registry_disconnect_func.rst +++ b/doc/release/next_whats_new/callback_registry_disconnect_func.rst @@ -1,10 +1,9 @@ -``CallbackRegistry.disconnect_func`` to disconnect callbacks by function +``CallbackRegistry.disconnect`` allows directly callbacks by function ------------------------------------------------------------------------- -`.CallbackRegistry` now has a `~.CallbackRegistry.disconnect_func` method that -allows disconnecting a callback by passing the signal and function directly, -instead of needing to track the callback ID returned by -`~.CallbackRegistry.connect`. +`.CallbackRegistry` now allows directly passing a function and optionally signal +`~.CallbackRegistry.disconnect` to disconnect instead of needing to track the callback +ID returned by `~.CallbackRegistry.connect`. .. code-block:: python @@ -17,4 +16,4 @@ instead of needing to track the callback ID returned by callbacks.connect('my_signal', my_callback) # Disconnect by function reference instead of callback ID - callbacks.disconnect_func('my_signal', my_callback) + callbacks.disconnect('my_signal', my_callback) From 8c88f8acf1e901a7dbd7c1b7121304a2cdab214e Mon Sep 17 00:00:00 2001 From: Ian Hunt-Isaak Date: Sun, 14 Dec 2025 00:52:54 -0500 Subject: [PATCH 082/329] grammar --- .../next_whats_new/callback_registry_disconnect_func.rst | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/doc/release/next_whats_new/callback_registry_disconnect_func.rst b/doc/release/next_whats_new/callback_registry_disconnect_func.rst index f4688ba0af3f..05825fe7e774 100644 --- a/doc/release/next_whats_new/callback_registry_disconnect_func.rst +++ b/doc/release/next_whats_new/callback_registry_disconnect_func.rst @@ -1,9 +1,9 @@ ``CallbackRegistry.disconnect`` allows directly callbacks by function ------------------------------------------------------------------------- -`.CallbackRegistry` now allows directly passing a function and optionally signal -`~.CallbackRegistry.disconnect` to disconnect instead of needing to track the callback -ID returned by `~.CallbackRegistry.connect`. +`.CallbackRegistry` now allows directly passing a function and optionally signal to +`~.CallbackRegistry.disconnect` instead of needing to track the callback ID +returned by `~.CallbackRegistry.connect`. .. code-block:: python From 7de667c25f84489d96d6eca64546b85b26aed277 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Sat, 22 Nov 2025 01:19:48 +0100 Subject: [PATCH 083/329] DOC: Introduce backend versions Closes #30559. --- galleries/users_explain/figure/backends.rst | 29 +++++++++++++++++++++ 1 file changed, 29 insertions(+) diff --git a/galleries/users_explain/figure/backends.rst b/galleries/users_explain/figure/backends.rst index 85ed8dece23d..69f6d61dc563 100644 --- a/galleries/users_explain/figure/backends.rst +++ b/galleries/users_explain/figure/backends.rst @@ -253,6 +253,35 @@ backend, use ``module://name.of.the.backend`` as the backend name, e.g. Information for backend implementers is available at :ref:`writing_backend_interface`. +Backend API versions +-------------------- +Matplotlib aims to maintain backward compatibility on backends. Nevertheless, we +want to be able to evolve the backend API to support new features. Defining backend +API versions will help to communicate which API is supported by a given version of +Matplotlib. + +The following backend API versions exist + +.. list-table:: + :header-rows: 1 + + * - API version + - Supported since + - Description + * - 1.0 + - Matplotlib 3.10 + - This is the starting point for systematic definition of backend versions. + Most of the API will work far back, but there is no benefit in retroactively + uncovering all prior the changes. + * - 1.1 + - Matplotlib 3.11 + - `.RendererBase.draw_path_collection` gained a new optional parameter + *hatchcolor*. The presence of the parameter is inferred by introspection, so + that matplotlib 3.11+ will still work with backends implementing API version + 1.0. + +There is currently no plan to remove support for older API versions. + .. _figures-not-showing: Debugging the figure windows not showing From c9f728992464965c58fc41c2202cecf6d2fb744a Mon Sep 17 00:00:00 2001 From: Ruth Comer <10599679+rcomer@users.noreply.github.com> Date: Sun, 14 Dec 2025 19:45:23 +0000 Subject: [PATCH 084/329] DOC: reinstate "codex" search term Our monkeypatching of sphinx-gallery's EXAMPLE_HEADER in conf.py no longer works when using the parallel build option. One way around this is to monkey-patch for each individual example by adding a function that does it in the "reset_modules" config option. Closes #29542 --- doc/conf.py | 29 +---------------------------- doc/sphinxext/util.py | 32 ++++++++++++++++++++++++++++++++ lib/matplotlib/tests/test_doc.py | 2 +- 3 files changed, 34 insertions(+), 29 deletions(-) diff --git a/doc/conf.py b/doc/conf.py index d625038d149c..806561f0bfc0 100644 --- a/doc/conf.py +++ b/doc/conf.py @@ -208,8 +208,6 @@ def _check_dependencies(): else: sg_matplotlib_animations = True -# The following import is only necessary to monkey patch the signature later on -from sphinx_gallery import gen_rst # Prevent plt.show() from emitting a non-GUI backend warning. warnings.filterwarnings('ignore', category=UserWarning, @@ -307,7 +305,7 @@ def autodoc_process_bases(app, name, obj, options, bases): 'reference_url': {'matplotlib': None, 'mpl_toolkits': None}, 'prefer_full_module': {r'mpl_toolkits\.'}, 'remove_config_comments': True, - 'reset_modules': ('matplotlib', clear_basic_units), + 'reset_modules': ('matplotlib', clear_basic_units, 'sphinxext.util.patch_header'), 'subsection_order': gallery_order_sectionorder, 'thumbnail_size': (320, 224), 'within_subsection_order': gallery_order_subsectionorder, @@ -355,31 +353,6 @@ def gallery_image_warning_filter(record): mathmpl_fontsize = 11.0 mathmpl_srcset = ['2x'] -# Monkey-patching gallery header to include search keywords -gen_rst.EXAMPLE_HEADER = """ -.. DO NOT EDIT. -.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. -.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: -.. "{0}" -.. LINE NUMBERS ARE GIVEN BELOW. - -.. only:: html - - .. meta:: - :keywords: codex - - .. note:: - :class: sphx-glr-download-link-note - - :ref:`Go to the end ` - to download the full example code{2} - -.. rst-class:: sphx-glr-example-title - -.. _sphx_glr_{1}: - -""" - # Add any paths that contain templates here, relative to this directory. templates_path = ['_templates'] diff --git a/doc/sphinxext/util.py b/doc/sphinxext/util.py index 14097ba9396a..c0f336eaea18 100644 --- a/doc/sphinxext/util.py +++ b/doc/sphinxext/util.py @@ -1,5 +1,7 @@ import sys +from sphinx_gallery import gen_rst + def matplotlib_reduced_latex_scraper(block, block_vars, gallery_conf, **kwargs): @@ -19,3 +21,33 @@ def matplotlib_reduced_latex_scraper(block, block_vars, gallery_conf, # Clear basic_units module to re-register with unit registry on import. def clear_basic_units(gallery_conf, fname): return sys.modules.pop('basic_units', None) + + +# Monkey-patching gallery header to include search keywords +EXAMPLE_HEADER = """ +.. DO NOT EDIT. +.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. +.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: +.. "{0}" +.. LINE NUMBERS ARE GIVEN BELOW. + +.. only:: html + + .. meta:: + :keywords: codex + + .. note:: + :class: sphx-glr-download-link-note + + :ref:`Go to the end ` + to download the full example code{2} + +.. rst-class:: sphx-glr-example-title + +.. _sphx_glr_{1}: + +""" + + +def patch_header(gallery_conf, fname): + gen_rst.EXAMPLE_HEADER = EXAMPLE_HEADER diff --git a/lib/matplotlib/tests/test_doc.py b/lib/matplotlib/tests/test_doc.py index 6e8ce9fd630c..f3d6d6e3fd5d 100644 --- a/lib/matplotlib/tests/test_doc.py +++ b/lib/matplotlib/tests/test_doc.py @@ -7,7 +7,7 @@ def test_sphinx_gallery_example_header(): This test monitors that the version we have copied is still the same as the EXAMPLE_HEADER in sphinx-gallery. If sphinx-gallery changes its EXAMPLE_HEADER, this test will start to fail. In that case, please update - the monkey-patching of EXAMPLE_HEADER in conf.py. + the monkey-patching of EXAMPLE_HEADER in sphinxext/util.py. """ pytest.importorskip('sphinx_gallery', minversion='0.20.0') from sphinx_gallery import gen_rst From b02db4c3a3966bc6b34e8ca2438ae15011e801f9 Mon Sep 17 00:00:00 2001 From: Thomas A Caswell Date: Mon, 15 Dec 2025 09:41:14 -0500 Subject: [PATCH 085/329] Backport PR #30858: DOC: reinstate "codex" search term --- doc/conf.py | 29 +---------------------------- doc/sphinxext/util.py | 32 ++++++++++++++++++++++++++++++++ lib/matplotlib/tests/test_doc.py | 2 +- 3 files changed, 34 insertions(+), 29 deletions(-) diff --git a/doc/conf.py b/doc/conf.py index 03df9340e66c..292aff3e1983 100644 --- a/doc/conf.py +++ b/doc/conf.py @@ -200,8 +200,6 @@ def _check_dependencies(): else: sg_matplotlib_animations = True -# The following import is only necessary to monkey patch the signature later on -from sphinx_gallery import gen_rst # Prevent plt.show() from emitting a non-GUI backend warning. warnings.filterwarnings('ignore', category=UserWarning, @@ -299,7 +297,7 @@ def autodoc_process_bases(app, name, obj, options, bases): 'reference_url': {'matplotlib': None, 'mpl_toolkits': None}, 'prefer_full_module': {r'mpl_toolkits\.'}, 'remove_config_comments': True, - 'reset_modules': ('matplotlib', clear_basic_units), + 'reset_modules': ('matplotlib', clear_basic_units, 'sphinxext.util.patch_header'), 'subsection_order': gallery_order_sectionorder, 'thumbnail_size': (320, 224), 'within_subsection_order': gallery_order_subsectionorder, @@ -347,31 +345,6 @@ def gallery_image_warning_filter(record): mathmpl_fontsize = 11.0 mathmpl_srcset = ['2x'] -# Monkey-patching gallery header to include search keywords -gen_rst.EXAMPLE_HEADER = """ -.. DO NOT EDIT. -.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. -.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: -.. "{0}" -.. LINE NUMBERS ARE GIVEN BELOW. - -.. only:: html - - .. meta:: - :keywords: codex - - .. note:: - :class: sphx-glr-download-link-note - - :ref:`Go to the end ` - to download the full example code{2} - -.. rst-class:: sphx-glr-example-title - -.. _sphx_glr_{1}: - -""" - # Add any paths that contain templates here, relative to this directory. templates_path = ['_templates'] diff --git a/doc/sphinxext/util.py b/doc/sphinxext/util.py index 14097ba9396a..c0f336eaea18 100644 --- a/doc/sphinxext/util.py +++ b/doc/sphinxext/util.py @@ -1,5 +1,7 @@ import sys +from sphinx_gallery import gen_rst + def matplotlib_reduced_latex_scraper(block, block_vars, gallery_conf, **kwargs): @@ -19,3 +21,33 @@ def matplotlib_reduced_latex_scraper(block, block_vars, gallery_conf, # Clear basic_units module to re-register with unit registry on import. def clear_basic_units(gallery_conf, fname): return sys.modules.pop('basic_units', None) + + +# Monkey-patching gallery header to include search keywords +EXAMPLE_HEADER = """ +.. DO NOT EDIT. +.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. +.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: +.. "{0}" +.. LINE NUMBERS ARE GIVEN BELOW. + +.. only:: html + + .. meta:: + :keywords: codex + + .. note:: + :class: sphx-glr-download-link-note + + :ref:`Go to the end ` + to download the full example code{2} + +.. rst-class:: sphx-glr-example-title + +.. _sphx_glr_{1}: + +""" + + +def patch_header(gallery_conf, fname): + gen_rst.EXAMPLE_HEADER = EXAMPLE_HEADER diff --git a/lib/matplotlib/tests/test_doc.py b/lib/matplotlib/tests/test_doc.py index 6e8ce9fd630c..f3d6d6e3fd5d 100644 --- a/lib/matplotlib/tests/test_doc.py +++ b/lib/matplotlib/tests/test_doc.py @@ -7,7 +7,7 @@ def test_sphinx_gallery_example_header(): This test monitors that the version we have copied is still the same as the EXAMPLE_HEADER in sphinx-gallery. If sphinx-gallery changes its EXAMPLE_HEADER, this test will start to fail. In that case, please update - the monkey-patching of EXAMPLE_HEADER in conf.py. + the monkey-patching of EXAMPLE_HEADER in sphinxext/util.py. """ pytest.importorskip('sphinx_gallery', minversion='0.20.0') from sphinx_gallery import gen_rst From e147756ae63b3ad4fe841f9a776a1dbd49f0d4c9 Mon Sep 17 00:00:00 2001 From: lilfer <101565143+lilfer@users.noreply.github.com> Date: Mon, 15 Dec 2025 12:08:33 -0500 Subject: [PATCH 086/329] Fix macOS toolbar crash --- src/_macosx.m | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/_macosx.m b/src/_macosx.m index 76d7e94de60f..9ca6c0749322 100755 --- a/src/_macosx.m +++ b/src/_macosx.m @@ -1034,7 +1034,7 @@ -(void)save_figure:(id)sender { gil_call_method(toolbar, "save_figure"); } // Make it a zero-width box if we don't have enough room rect.size.width = fmax(bounds.size.width - rect.origin.x, 0); rect.origin.x = bounds.size.width - rect.size.width; - NSTextView* messagebox = [[[NSTextView alloc] initWithFrame: rect] autorelease]; + NSTextView* messagebox = [[NSTextView alloc] initWithFrame: rect]; messagebox.textContainer.maximumNumberOfLines = 2; messagebox.textContainer.lineBreakMode = NSLineBreakByTruncatingTail; messagebox.alignment = NSTextAlignmentRight; @@ -1044,7 +1044,6 @@ -(void)save_figure:(id)sender { gil_call_method(toolbar, "save_figure"); } /* if selectable, the messagebox can become first responder, * which is not supposed to happen */ [[window contentView] addSubview: messagebox]; - [messagebox release]; [[window contentView] display]; self->messagebox = messagebox; @@ -1055,6 +1054,7 @@ -(void)save_figure:(id)sender { gil_call_method(toolbar, "save_figure"); } NavigationToolbar2_dealloc(NavigationToolbar2 *self) { [self->handler release]; + [self->messagebox release]; Py_TYPE(self)->tp_free((PyObject*)self); } From b70e3246b10d8cf01b87fee358db32c8786aa0b0 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Tue, 16 Dec 2025 13:11:13 +0100 Subject: [PATCH 087/329] DOC: Improve docs of legend loc=best (#30854) * DOC: Improve docs of legend loc=best Closes #29319. * Update lib/matplotlib/legend.py Co-authored-by: Ruth Comer <10599679+rcomer@users.noreply.github.com> --------- Co-authored-by: Ruth Comer <10599679+rcomer@users.noreply.github.com> --- lib/matplotlib/legend.py | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/lib/matplotlib/legend.py b/lib/matplotlib/legend.py index 8f43f89de5f9..876725fbc4f6 100644 --- a/lib/matplotlib/legend.py +++ b/lib/matplotlib/legend.py @@ -303,8 +303,13 @@ def _update_bbox_to_anchor(self, loc_in_canvas): _loc_doc_best = """ The string ``'best'`` places the legend at the location, among the nine locations defined so far, with the minimum overlap with other drawn - artists. This option can be quite slow for plots with large amounts of - data; your plotting speed may benefit from providing a specific location. + artists. This currently takes into account most, but not all, artists + added to the Axes via plotting functions. In particular it does not consider + inset axes, titles, or axis labels. + + The computation of the best position can be expensive for plots with large + amounts of data. If speed becomes a concern, you may may benefit from + providing a specific location. """ _legend_kw_axes_st = ( From c89ad62456a83bbce8334e6f3e95d34965d1f6c9 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Tue, 16 Dec 2025 20:59:49 +0100 Subject: [PATCH 088/329] FIX: Accept array for zdir While we have only documented 3-tuple, it makes sense to accept an array, because a more complicated direction vector could likely be calculated through a rotation matrix. Closes #30868. --- lib/mpl_toolkits/mplot3d/art3d.py | 6 +++--- lib/mpl_toolkits/mplot3d/tests/test_art3d.py | 17 +++++++++++++++++ 2 files changed, 20 insertions(+), 3 deletions(-) diff --git a/lib/mpl_toolkits/mplot3d/art3d.py b/lib/mpl_toolkits/mplot3d/art3d.py index e051e44fb23d..e579c6e48595 100644 --- a/lib/mpl_toolkits/mplot3d/art3d.py +++ b/lib/mpl_toolkits/mplot3d/art3d.py @@ -58,11 +58,11 @@ def get_dir_vector(zdir): x, y, z : array The direction vector. """ - if zdir == 'x': + if cbook._str_equal(zdir, 'x'): return np.array((1, 0, 0)) - elif zdir == 'y': + elif cbook._str_equal(zdir, 'y'): return np.array((0, 1, 0)) - elif zdir == 'z': + elif cbook._str_equal(zdir, 'z'): return np.array((0, 0, 1)) elif zdir is None: return np.array((0, 0, 0)) diff --git a/lib/mpl_toolkits/mplot3d/tests/test_art3d.py b/lib/mpl_toolkits/mplot3d/tests/test_art3d.py index 8ff6050443ab..aca943f9e0c0 100644 --- a/lib/mpl_toolkits/mplot3d/tests/test_art3d.py +++ b/lib/mpl_toolkits/mplot3d/tests/test_art3d.py @@ -1,15 +1,32 @@ import numpy as np +import numpy.testing as nptest +import pytest import matplotlib.pyplot as plt from matplotlib.backend_bases import MouseEvent from mpl_toolkits.mplot3d.art3d import ( + get_dir_vector, Line3DCollection, Poly3DCollection, _all_points_on_plane, ) +@pytest.mark.parametrize("zdir, expected", [ + ("x", (1, 0, 0)), + ("y", (0, 1, 0)), + ("z", (0, 0, 1)), + (None, (0, 0, 0)), + ((1, 2, 3), (1, 2, 3)), + (np.array([4, 5, 6]), (4, 5, 6)), +]) +def test_get_dir_vector(zdir, expected): + res = get_dir_vector(zdir) + assert isinstance(res, np.ndarray) + nptest.assert_array_equal(res, expected) + + def test_scatter_3d_projection_conservation(): fig = plt.figure() ax = fig.add_subplot(projection='3d') From 90748a5669fc2d179bf39895b37e7572bbfb8e08 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Wed, 17 Dec 2025 00:47:12 +0100 Subject: [PATCH 089/329] DOC: Rectangle: Link to FancyBboxPatch for rounded corners (#30856) * DOC: Rectangle: Link to FancyBboxPatch for rounded corners Closes #27969. * Update lib/matplotlib/patches.py Co-authored-by: Ruth Comer <10599679+rcomer@users.noreply.github.com> --------- Co-authored-by: Ruth Comer <10599679+rcomer@users.noreply.github.com> --- lib/matplotlib/patches.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/lib/matplotlib/patches.py b/lib/matplotlib/patches.py index ec8f55d20ac8..45def2df17b8 100644 --- a/lib/matplotlib/patches.py +++ b/lib/matplotlib/patches.py @@ -792,6 +792,10 @@ def __init__(self, xy, width, height, *, ---------------- **kwargs : `~matplotlib.patches.Patch` properties %(Patch:kwdoc)s + + See Also + -------- + FancyBboxPatch : A rectangle with a fancy box style, e.g. rounded corners. """ super().__init__(**kwargs) self._x0 = xy[0] From 97c4e0734bcbf481113bb93eb4aa376340d1fcef Mon Sep 17 00:00:00 2001 From: "Lumberbot (aka Jack)" <39504233+meeseeksmachine@users.noreply.github.com> Date: Wed, 17 Dec 2025 12:06:17 +0100 Subject: [PATCH 090/329] Backport PR #30869: FIX: Accept array for zdir (#30870) Co-authored-by: Ruth Comer <10599679+rcomer@users.noreply.github.com> --- lib/mpl_toolkits/mplot3d/art3d.py | 6 +++--- lib/mpl_toolkits/mplot3d/tests/test_art3d.py | 17 +++++++++++++++++ 2 files changed, 20 insertions(+), 3 deletions(-) diff --git a/lib/mpl_toolkits/mplot3d/art3d.py b/lib/mpl_toolkits/mplot3d/art3d.py index deb0ca34302c..72ac492a0553 100644 --- a/lib/mpl_toolkits/mplot3d/art3d.py +++ b/lib/mpl_toolkits/mplot3d/art3d.py @@ -59,11 +59,11 @@ def get_dir_vector(zdir): x, y, z : array The direction vector. """ - if zdir == 'x': + if cbook._str_equal(zdir, 'x'): return np.array((1, 0, 0)) - elif zdir == 'y': + elif cbook._str_equal(zdir, 'y'): return np.array((0, 1, 0)) - elif zdir == 'z': + elif cbook._str_equal(zdir, 'z'): return np.array((0, 0, 1)) elif zdir is None: return np.array((0, 0, 0)) diff --git a/lib/mpl_toolkits/mplot3d/tests/test_art3d.py b/lib/mpl_toolkits/mplot3d/tests/test_art3d.py index 174c12608ae9..de1c13551717 100644 --- a/lib/mpl_toolkits/mplot3d/tests/test_art3d.py +++ b/lib/mpl_toolkits/mplot3d/tests/test_art3d.py @@ -1,15 +1,32 @@ import numpy as np +import numpy.testing as nptest +import pytest import matplotlib.pyplot as plt from matplotlib.backend_bases import MouseEvent from mpl_toolkits.mplot3d.art3d import ( + get_dir_vector, Line3DCollection, Poly3DCollection, _all_points_on_plane, ) +@pytest.mark.parametrize("zdir, expected", [ + ("x", (1, 0, 0)), + ("y", (0, 1, 0)), + ("z", (0, 0, 1)), + (None, (0, 0, 0)), + ((1, 2, 3), (1, 2, 3)), + (np.array([4, 5, 6]), (4, 5, 6)), +]) +def test_get_dir_vector(zdir, expected): + res = get_dir_vector(zdir) + assert isinstance(res, np.ndarray) + nptest.assert_array_equal(res, expected) + + def test_scatter_3d_projection_conservation(): fig = plt.figure() ax = fig.add_subplot(projection='3d') From 3ba3d6f0ab77899ee9f8120eff395e81a0d3e973 Mon Sep 17 00:00:00 2001 From: Elliott Sales de Andrade Date: Wed, 17 Dec 2025 18:14:07 -0500 Subject: [PATCH 091/329] Fix test_ensure_multivariate_data on 32-bit systems (#30847) In that case, the default int is also 32-bit, so the test will fail to be equal to `int64`. This is similar to #30629. --- lib/matplotlib/tests/test_colors.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/lib/matplotlib/tests/test_colors.py b/lib/matplotlib/tests/test_colors.py index ee6e35f580a4..78d407c6d383 100644 --- a/lib/matplotlib/tests/test_colors.py +++ b/lib/matplotlib/tests/test_colors.py @@ -2102,15 +2102,15 @@ def test_ensure_multivariate_data(): data = [[0, 0, 0], [1, 1, 1]] mdata = mcolorizer._ensure_multivariate_data(data, 2) assert mdata.shape == (3,) - assert mdata.dtype.fields['f0'][0] == np.int64 - assert mdata.dtype.fields['f1'][0] == np.int64 + assert mdata.dtype.fields['f0'][0] == np.int_ + assert mdata.dtype.fields['f1'][0] == np.int_ # test input of floats, ints as tuple of lists data = ([0.0, 0.0], [1, 1]) mdata = mcolorizer._ensure_multivariate_data(data, 2) assert mdata.shape == (2,) assert mdata.dtype.fields['f0'][0] == np.float64 - assert mdata.dtype.fields['f1'][0] == np.int64 + assert mdata.dtype.fields['f1'][0] == np.int_ # test input of array of floats data = np.array([[0.0, 0, 0], [1, 1, 1]]) From 57ad96d45c23e070331fa99547cf79321eb7c3c6 Mon Sep 17 00:00:00 2001 From: Melwyn Francis Carlo <66683108+melwyncarlo@users.noreply.github.com> Date: Thu, 18 Dec 2025 21:38:37 +0530 Subject: [PATCH 092/329] Implement warning for Text3D's rotation/rotation_mode parameters (#30600) Co-authored-by: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> --- lib/mpl_toolkits/mplot3d/art3d.py | 10 ++++++++++ lib/mpl_toolkits/mplot3d/axes3d.py | 10 ++++++++++ 2 files changed, 20 insertions(+) diff --git a/lib/mpl_toolkits/mplot3d/art3d.py b/lib/mpl_toolkits/mplot3d/art3d.py index e579c6e48595..d06d157db4ce 100644 --- a/lib/mpl_toolkits/mplot3d/art3d.py +++ b/lib/mpl_toolkits/mplot3d/art3d.py @@ -123,6 +123,16 @@ class Text3D(mtext.Text): def __init__(self, x=0, y=0, z=0, text='', zdir='z', axlim_clip=False, **kwargs): + if 'rotation' in kwargs: + _api.warn_external( + "The `rotation` parameter has not yet been implemented " + "and is currently ignored." + ) + if 'rotation_mode' in kwargs: + _api.warn_external( + "The `rotation_mode` parameter has not yet been implemented " + "and is currently ignored." + ) mtext.Text.__init__(self, x, y, text, **kwargs) self.set_3d_properties(z, zdir, axlim_clip) diff --git a/lib/mpl_toolkits/mplot3d/axes3d.py b/lib/mpl_toolkits/mplot3d/axes3d.py index 32da8dfde7aa..e8b72c421cd2 100644 --- a/lib/mpl_toolkits/mplot3d/axes3d.py +++ b/lib/mpl_toolkits/mplot3d/axes3d.py @@ -1950,6 +1950,16 @@ def text(self, x, y, z, s, zdir=None, *, axlim_clip=False, **kwargs): `.Text3D` The created `.Text3D` instance. """ + if 'rotation' in kwargs: + _api.warn_external( + "The `rotation` parameter has not yet been implemented " + "and is currently ignored." + ) + if 'rotation_mode' in kwargs: + _api.warn_external( + "The `rotation_mode` parameter has not yet been implemented " + "and is currently ignored." + ) text = super().text(x, y, s, **kwargs) art3d.text_2d_to_3d(text, z, zdir, axlim_clip) return text From d79825675cd492369ea33b645ab02afdf7fc9949 Mon Sep 17 00:00:00 2001 From: Greg Lucas Date: Thu, 18 Dec 2025 13:48:13 -0700 Subject: [PATCH 093/329] Update lib/matplotlib/widgets.py Co-authored-by: Elliott Sales de Andrade --- lib/matplotlib/widgets.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/lib/matplotlib/widgets.py b/lib/matplotlib/widgets.py index 40e10c814e69..6ae818a9bdb4 100644 --- a/lib/matplotlib/widgets.py +++ b/lib/matplotlib/widgets.py @@ -2030,7 +2030,7 @@ class MultiCursor(Widget): def __init__(self, *args, useblit=True, horizOn=False, vertOn=True, **lineprops): - # Deprecation of canvas as the first attribute. When the deprecation exprires: + # Deprecation of canvas as the first attribute. When the deprecation expires: # - change the signature to __init__(self, axes, *, ...) # - delete the "Call signatures" block in the docstring # - delete this block From b1d1094ec4e579d26001bbd518e3e52375d63829 Mon Sep 17 00:00:00 2001 From: NabeelShar Date: Fri, 19 Dec 2025 10:12:33 +0500 Subject: [PATCH 094/329] Simplify test_grid_color_with_alpha per reviewer feedback - Remove unnecessary ax.plot() call - Remove unnecessary fig.canvas.draw() call - Remove unnecessary color format assertion --- lib/matplotlib/tests/test_axes.py | 7 ------- 1 file changed, 7 deletions(-) diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py index 18817f9fc82f..905541094820 100644 --- a/lib/matplotlib/tests/test_axes.py +++ b/lib/matplotlib/tests/test_axes.py @@ -6136,19 +6136,12 @@ def test_grid(): def test_grid_color_with_alpha(): """Test that grid(color=(..., alpha)) respects the alpha value.""" fig, ax = plt.subplots() - ax.plot([0, 1], [0, 1]) - - # Test 1: Color tuple with alpha ax.grid(True, color=(0.5, 0.6, 0.7, 0.3)) - fig.canvas.draw() # Check that alpha is extracted from color tuple for tick in ax.xaxis.get_major_ticks(): assert tick.gridline.get_alpha() == 0.3, \ f"Expected alpha=0.3, got {tick.gridline.get_alpha()}" - # Color should be RGB only, without alpha component - color = tick.gridline.get_color() - assert len(color) in (3, 4), f"Unexpected color format: {color}" for tick in ax.yaxis.get_major_ticks(): assert tick.gridline.get_alpha() == 0.3, \ From 56ffbe932ddb5c68f91cd8276ef4723e89b9885e Mon Sep 17 00:00:00 2001 From: NabeelShar Date: Fri, 19 Dec 2025 10:13:49 +0500 Subject: [PATCH 095/329] Fix trailing whitespace linting issues --- lib/matplotlib/tests/test_axes.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py index 905541094820..b9076d86dc98 100644 --- a/lib/matplotlib/tests/test_axes.py +++ b/lib/matplotlib/tests/test_axes.py @@ -6137,12 +6137,12 @@ def test_grid_color_with_alpha(): """Test that grid(color=(..., alpha)) respects the alpha value.""" fig, ax = plt.subplots() ax.grid(True, color=(0.5, 0.6, 0.7, 0.3)) - + # Check that alpha is extracted from color tuple for tick in ax.xaxis.get_major_ticks(): assert tick.gridline.get_alpha() == 0.3, \ f"Expected alpha=0.3, got {tick.gridline.get_alpha()}" - + for tick in ax.yaxis.get_major_ticks(): assert tick.gridline.get_alpha() == 0.3, \ f"Expected alpha=0.3, got {tick.gridline.get_alpha()}" From bbf01d4216560fd1a1c73422966e73cc38dfb1cf Mon Sep 17 00:00:00 2001 From: brk <187102275+brooks-code@users.noreply.github.com> Date: Fri, 19 Dec 2025 20:34:09 +0100 Subject: [PATCH 096/329] Implements the Okabe-Ito accessible colormap. (#30821) Add Okabe_Ito color sequence (https://jfly.uni-koeln.de/color/) --- .../next_whats_new/okabe_ito_colormap.rst | 29 +++++++++++++++++++ galleries/examples/color/color_sequences.py | 4 +-- .../examples/color/colormap_reference.py | 2 +- galleries/users_explain/colors/colormaps.py | 6 ++-- lib/matplotlib/_cm.py | 18 +++++++++++- lib/matplotlib/cm.pyi | 2 ++ lib/matplotlib/colors.py | 1 + lib/matplotlib/tests/test_colors.py | 4 +-- 8 files changed, 57 insertions(+), 9 deletions(-) create mode 100644 doc/release/next_whats_new/okabe_ito_colormap.rst diff --git a/doc/release/next_whats_new/okabe_ito_colormap.rst b/doc/release/next_whats_new/okabe_ito_colormap.rst new file mode 100644 index 000000000000..fad461257932 --- /dev/null +++ b/doc/release/next_whats_new/okabe_ito_colormap.rst @@ -0,0 +1,29 @@ +Okabe-Ito accessible color sequence +----------------------------------- + +Matplotlib now includes the `Okabe-Ito color sequence`_. Its colors remain distinguishable for common forms of color-vision deficiency and when printed. + +.. _Okabe-Ito color sequence: https://jfly.uni-koeln.de/color/#pallet + +For example, to set it as the default colormap for your plots and image-like artists, use: + +.. code-block:: python + + import matplotlib.pyplot as plt + from cycler import cycler + + plt.rcParams['axes.prop_cycle'] = cycler('color', plt.colormaps['okabe_ito'].colors) + plt.rcParams['image.cmap'] = 'okabe_ito' + +Or, when creating plots, you can pass it explicitly: + +.. plot:: + + import matplotlib.pyplot as plt + + colors = plt.colormaps['okabe_ito'].colors + x = range(5) + for i, c in enumerate(colors): + plt.plot(x, [v*(i+1) for v in x], color=c, label=f'line {i}') + plt.legend() + plt.show() diff --git a/galleries/examples/color/color_sequences.py b/galleries/examples/color/color_sequences.py index 4fc5571a0b69..4d7324b55a12 100644 --- a/galleries/examples/color/color_sequences.py +++ b/galleries/examples/color/color_sequences.py @@ -38,8 +38,8 @@ def plot_color_sequences(names, ax): built_in_color_sequences = [ 'tab10', 'tab20', 'tab20b', 'tab20c', 'Pastel1', 'Pastel2', 'Paired', - 'Accent', 'Dark2', 'Set1', 'Set2', 'Set3', 'petroff6', 'petroff8', - 'petroff10'] + 'Accent', 'okabe_ito', 'Dark2', 'Set1', 'Set2', 'Set3', 'petroff6', + 'petroff8', 'petroff10'] fig, ax = plt.subplots(figsize=(6.4, 9.6), layout='constrained') diff --git a/galleries/examples/color/colormap_reference.py b/galleries/examples/color/colormap_reference.py index 2dc091d71a45..eedf6ec11737 100644 --- a/galleries/examples/color/colormap_reference.py +++ b/galleries/examples/color/colormap_reference.py @@ -32,7 +32,7 @@ 'berlin', 'managua', 'vanimo']), ('Cyclic', ['twilight', 'twilight_shifted', 'hsv']), ('Qualitative', [ - 'Pastel1', 'Pastel2', 'Paired', 'Accent', + 'Pastel1', 'Pastel2', 'Paired', 'Accent', 'okabe_ito', 'Dark2', 'Set1', 'Set2', 'Set3', 'tab10', 'tab20', 'tab20b', 'tab20c']), ('Miscellaneous', [ diff --git a/galleries/users_explain/colors/colormaps.py b/galleries/users_explain/colors/colormaps.py index 55989c258802..263c3c72e8ea 100644 --- a/galleries/users_explain/colors/colormaps.py +++ b/galleries/users_explain/colors/colormaps.py @@ -230,9 +230,9 @@ def plot_color_gradients(category, cmap_list): # These would not be good options for use as perceptual colormaps. plot_color_gradients('Qualitative', - ['Pastel1', 'Pastel2', 'Paired', 'Accent', 'Dark2', - 'Set1', 'Set2', 'Set3', 'tab10', 'tab20', 'tab20b', - 'tab20c']) + ['Pastel1', 'Pastel2', 'Paired', 'Accent', 'okabe_ito', + 'Dark2', 'Set1', 'Set2', 'Set3', 'tab10', 'tab20', + 'tab20b', 'tab20c']) # %% # Miscellaneous diff --git a/lib/matplotlib/_cm.py b/lib/matplotlib/_cm.py index d3f4632108a8..cdad80bc9ddc 100644 --- a/lib/matplotlib/_cm.py +++ b/lib/matplotlib/_cm.py @@ -852,7 +852,6 @@ def _g36(x): return 2 * x - 1 (0.50196078431372548, 0.0 , 0.14901960784313725) ) - # ColorBrewer's qualitative maps, implemented using ListedColormap # for use with mpl.colors.NoNorm @@ -878,6 +877,22 @@ def _g36(x): return 2 * x - 1 (0.4, 0.4, 0.4 ), ) +# Okabe-Ito accessible and print-friendly color palette. +# By Masataka Okabe (Jikei Medical School) and Kei Ito (University of Tokyo). +# Qualitative color palette that is unambiguous regardless of whether +# the viewer has colorblindness. https://jfly.uni-koeln.de/color/#pallet + +_okabe_ito_data = ( + (0.0, 0.0, 0.0), # black + (0.9019607843137255, 0.6235294117647059, 0.0), # e69f00 + (0.33725490196078434, 0.7058823529411765, 0.9137254901960784), # 56b4e9 + (0.0, 0.6196078431372549, 0.45098039215686275), # 009e73 + (0.9411764705882353, 0.8941176470588236, 0.25882352941176473), # f0e442 + (0.0, 0.4470588235294118, 0.6980392156862745), # 0072b2 + (0.8352941176470589, 0.3686274509803922, 0.0), # d55e00 + (0.8, 0.4745098039215686, 0.6549019607843137), # cc79a7 +) + _Paired_data = ( (0.65098039215686276, 0.80784313725490198, 0.8901960784313725 ), (0.12156862745098039, 0.47058823529411764, 0.70588235294117652), @@ -1469,6 +1484,7 @@ def _gist_yarg(x): return 1 - x 'winter': _winter_data, # Qualitative 'Accent': {'listed': _Accent_data}, + 'okabe_ito': {'listed': _okabe_ito_data}, 'Dark2': {'listed': _Dark2_data}, 'Paired': {'listed': _Paired_data}, 'Pastel1': {'listed': _Pastel1_data}, diff --git a/lib/matplotlib/cm.pyi b/lib/matplotlib/cm.pyi index 128d1a563286..f4b9fb9ea8dd 100644 --- a/lib/matplotlib/cm.pyi +++ b/lib/matplotlib/cm.pyi @@ -97,6 +97,7 @@ terrain: colors.Colormap winter: colors.Colormap Accent: colors.Colormap Dark2: colors.Colormap +okabe_ito: colors.Colormap Paired: colors.Colormap Pastel1: colors.Colormap Pastel2: colors.Colormap @@ -188,6 +189,7 @@ terrain_r: colors.Colormap winter_r: colors.Colormap Accent_r: colors.Colormap Dark2_r: colors.Colormap +okabe_ito_r: colors.Colormap Paired_r: colors.Colormap Pastel1_r: colors.Colormap Pastel2_r: colors.Colormap diff --git a/lib/matplotlib/colors.py b/lib/matplotlib/colors.py index 628d9f0acf77..47e6cd1a2b89 100644 --- a/lib/matplotlib/colors.py +++ b/lib/matplotlib/colors.py @@ -128,6 +128,7 @@ class ColorSequenceRegistry(Mapping): 'Pastel2': _cm._Pastel2_data, 'Paired': _cm._Paired_data, 'Accent': _cm._Accent_data, + 'okabe_ito': _cm._okabe_ito_data, 'Dark2': _cm._Dark2_data, 'Set1': _cm._Set1_data, 'Set2': _cm._Set2_data, diff --git a/lib/matplotlib/tests/test_colors.py b/lib/matplotlib/tests/test_colors.py index 78d407c6d383..a5c7a14bf9d5 100644 --- a/lib/matplotlib/tests/test_colors.py +++ b/lib/matplotlib/tests/test_colors.py @@ -1707,8 +1707,8 @@ def test_color_sequences(): assert plt.color_sequences is matplotlib.color_sequences # same registry assert list(plt.color_sequences) == [ 'tab10', 'tab20', 'tab20b', 'tab20c', 'Pastel1', 'Pastel2', 'Paired', - 'Accent', 'Dark2', 'Set1', 'Set2', 'Set3', 'petroff6', 'petroff8', - 'petroff10'] + 'Accent', 'okabe_ito', 'Dark2', 'Set1', 'Set2', 'Set3', 'petroff6', + 'petroff8', 'petroff10'] assert len(plt.color_sequences['tab10']) == 10 assert len(plt.color_sequences['tab20']) == 20 From c8b4dfbebc55933c05cbd4482057106b423fc851 Mon Sep 17 00:00:00 2001 From: Hassan Kibirige Date: Tue, 23 Dec 2025 15:19:50 +0300 Subject: [PATCH 097/329] Check if marker symbol is hashable This is a better expression of intent for a change introduced in commit #2e5f5ff. --- lib/matplotlib/markers.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/lib/matplotlib/markers.py b/lib/matplotlib/markers.py index 702aca326d21..52fa0797536a 100644 --- a/lib/matplotlib/markers.py +++ b/lib/matplotlib/markers.py @@ -129,7 +129,7 @@ """ import copy -from collections.abc import Sized +from collections.abc import Hashable, Sized import numpy as np @@ -308,7 +308,7 @@ def _set_marker(self, marker): """ if isinstance(marker, str) and cbook.is_math_text(marker): self._marker_function = self._set_mathtext_path - elif isinstance(marker, (int, str, np.integer)) and marker in self.markers: + elif isinstance(marker, Hashable) and marker in self.markers: self._marker_function = getattr(self, '_set_' + self.markers[marker]) elif (isinstance(marker, np.ndarray) and marker.ndim == 2 and marker.shape[1] == 2): From 7bbe3b7e19fc0de2c9461837cbd015a03f31b434 Mon Sep 17 00:00:00 2001 From: Julian Chen Date: Sat, 27 Dec 2025 19:16:11 +0800 Subject: [PATCH 098/329] Handle single color for multiple datasets in `hist` (#30867) --- doc/release/next_whats_new/hist_color.rst | 5 +++++ lib/matplotlib/axes/_axes.py | 5 +++++ lib/matplotlib/tests/test_axes.py | 9 +++++++++ 3 files changed, 19 insertions(+) create mode 100644 doc/release/next_whats_new/hist_color.rst diff --git a/doc/release/next_whats_new/hist_color.rst b/doc/release/next_whats_new/hist_color.rst new file mode 100644 index 000000000000..2d6a4adb3464 --- /dev/null +++ b/doc/release/next_whats_new/hist_color.rst @@ -0,0 +1,5 @@ +``hist()`` supports a single color for multiple datasets +-------------------------------------------------------- + +It is now possible to pass a single *color* value to `~.Axes.hist()`. This +value is applied to all datasets. diff --git a/lib/matplotlib/axes/_axes.py b/lib/matplotlib/axes/_axes.py index 470e096eb033..85c83d847782 100644 --- a/lib/matplotlib/axes/_axes.py +++ b/lib/matplotlib/axes/_axes.py @@ -7326,6 +7326,9 @@ def hist(self, x, bins=None, range=None, density=False, weights=None, Color or sequence of colors, one per dataset. Default (``None``) uses the standard line color sequence. + .. versionadded:: 3.10 + It is now possible to use a single color with multiple datasets. + label : str or list of str, optional String, or sequence of strings to match multiple datasets. Bar charts yield multiple patches per dataset, but only the first gets @@ -7447,6 +7450,8 @@ def hist(self, x, bins=None, range=None, density=False, weights=None, if color is None: colors = [self._get_lines.get_next_color() for i in range(nx)] else: + if mcolors.is_color_like(color): + color = [color]*nx colors = mcolors.to_rgba_array(color) if len(colors) != nx: raise ValueError(f"The 'color' keyword argument must have one " diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py index 6e839ef2f189..88bc9932de07 100644 --- a/lib/matplotlib/tests/test_axes.py +++ b/lib/matplotlib/tests/test_axes.py @@ -2580,6 +2580,15 @@ def test_hist_zorder(histtype, zorder): assert patch.get_zorder() == zorder +def test_hist_single_color_multiple_datasets(): + data = [[0, 1, 2], [3, 4, 5]] + _, _, bar_containers = plt.hist(data, color='k') + for p in bar_containers[0].patches: + assert mcolors.same_color(p.get_facecolor(), 'k') + for p in bar_containers[1].patches: + assert mcolors.same_color(p.get_facecolor(), 'k') + + def test_stairs_no_baseline_fill_warns(): fig, ax = plt.subplots() with pytest.warns(UserWarning, match="baseline=None and fill=True"): From 786b06375ded4e3ca6e408fc1018e7d49993cdb9 Mon Sep 17 00:00:00 2001 From: Antony Lee Date: Mon, 29 Dec 2025 14:23:31 +0100 Subject: [PATCH 099/329] Inline intermediate constructs in axisartist demos. A bunch of `grid_locator1=grid_locator1` kwargs passing doesn't really help legibility, in particular with respect to showing the object dependency hierarchy. --- .../examples/axisartist/demo_floating_axes.py | 47 +++++++------------ .../examples/axisartist/demo_floating_axis.py | 32 +++++-------- 2 files changed, 29 insertions(+), 50 deletions(-) diff --git a/galleries/examples/axisartist/demo_floating_axes.py b/galleries/examples/axisartist/demo_floating_axes.py index e2218ae7a4c5..d36b534161c1 100644 --- a/galleries/examples/axisartist/demo_floating_axes.py +++ b/galleries/examples/axisartist/demo_floating_axes.py @@ -56,21 +56,18 @@ def setup_axes2(fig, rect): tr = PolarAxes.PolarTransform() pi = np.pi - angle_ticks = [(0, r"$0$"), - (.25*pi, r"$\frac{1}{4}\pi$"), - (.5*pi, r"$\frac{1}{2}\pi$")] - grid_locator1 = FixedLocator([v for v, s in angle_ticks]) - tick_formatter1 = DictFormatter(dict(angle_ticks)) - - grid_locator2 = MaxNLocator(2) - + angle_ticks = { + 0: r"$0$", + pi/4: r"$\frac{1}{4}\pi$", + pi/2: r"$\frac{1}{2}\pi$", + } grid_helper = floating_axes.GridHelperCurveLinear( tr, extremes=(.5*pi, 0, 2, 1), - grid_locator1=grid_locator1, - grid_locator2=grid_locator2, - tick_formatter1=tick_formatter1, - tick_formatter2=None) - + grid_locator1=FixedLocator([*angle_ticks]), + tick_formatter1=DictFormatter(angle_ticks), + grid_locator2=MaxNLocator(2), + tick_formatter2=None, + ) ax1 = fig.add_subplot( rect, axes_class=floating_axes.FloatingAxes, grid_helper=grid_helper) ax1.grid() @@ -92,30 +89,22 @@ def setup_axes3(fig, rect): Sometimes, things like axis_direction need to be adjusted. """ - # rotate a bit for better orientation - tr_rotate = Affine2D().translate(-95, 0) - - # scale degree to radians - tr_scale = Affine2D().scale(np.pi/180., 1.) - + tr_rotate = Affine2D().translate(-95, 0) # rotate a bit for better orientation + tr_scale = Affine2D().scale(np.pi/180., 1.) # scale degree to radians tr = tr_rotate + tr_scale + PolarAxes.PolarTransform() - grid_locator1 = angle_helper.LocatorHMS(4) - tick_formatter1 = angle_helper.FormatterHMS() - - grid_locator2 = MaxNLocator(3) - # Specify theta limits in degrees ra0, ra1 = 8.*15, 14.*15 # Specify radial limits cz0, cz1 = 0, 14000 + grid_helper = floating_axes.GridHelperCurveLinear( tr, extremes=(ra0, ra1, cz0, cz1), - grid_locator1=grid_locator1, - grid_locator2=grid_locator2, - tick_formatter1=tick_formatter1, - tick_formatter2=None) - + grid_locator1=angle_helper.LocatorHMS(4), + tick_formatter1=angle_helper.FormatterHMS(), + grid_locator2=MaxNLocator(3), + tick_formatter2=None, + ) ax1 = fig.add_subplot( rect, axes_class=floating_axes.FloatingAxes, grid_helper=grid_helper) diff --git a/galleries/examples/axisartist/demo_floating_axis.py b/galleries/examples/axisartist/demo_floating_axis.py index 0894bf8f4ce1..7760ed2089be 100644 --- a/galleries/examples/axisartist/demo_floating_axis.py +++ b/galleries/examples/axisartist/demo_floating_axis.py @@ -22,29 +22,19 @@ def curvelinear_test2(fig): """Polar projection, but in a rectangular box.""" # see demo_curvelinear_grid.py for details - tr = Affine2D().scale(np.pi / 180., 1.) + PolarAxes.PolarTransform() - - extreme_finder = angle_helper.ExtremeFinderCycle(20, - 20, - lon_cycle=360, - lat_cycle=None, - lon_minmax=None, - lat_minmax=(0, np.inf), - ) - - grid_locator1 = angle_helper.LocatorDMS(12) - - tick_formatter1 = angle_helper.FormatterDMS() - - grid_helper = GridHelperCurveLinear(tr, - extreme_finder=extreme_finder, - grid_locator1=grid_locator1, - tick_formatter1=tick_formatter1 - ) - + grid_helper = GridHelperCurveLinear( + Affine2D().scale(np.pi / 180., 1.) + PolarAxes.PolarTransform(), + extreme_finder=angle_helper.ExtremeFinderCycle( + 20, 20, + lon_cycle=360, lat_cycle=None, + lon_minmax=None, lat_minmax=(0, np.inf), + ), + grid_locator1=angle_helper.LocatorDMS(12), + tick_formatter1=angle_helper.FormatterDMS(), + ) ax1 = fig.add_subplot(axes_class=HostAxes, grid_helper=grid_helper) - # Now creates floating axis + # Now create floating axis # floating axis whose first coordinate (theta) is fixed at 60 ax1.axis["lat"] = axis = ax1.new_floating_axis(0, 60) From ab0247681c324f787a1d75c3a451c436b9f257d6 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 29 Dec 2025 19:03:01 +0000 Subject: [PATCH 100/329] Bump the actions group across 1 directory with 11 updates Bumps the actions group with 11 updates in the / directory: | Package | From | To | | --- | --- | --- | | [actions/checkout](https://github.com/actions/checkout) | `5.0.0` | `6.0.1` | | [actions/setup-python](https://github.com/actions/setup-python) | `6.0.0` | `6.1.0` | | [actions/upload-artifact](https://github.com/actions/upload-artifact) | `5.0.0` | `6.0.0` | | [actions/download-artifact](https://github.com/actions/download-artifact) | `6.0.0` | `7.0.0` | | [pypa/cibuildwheel](https://github.com/pypa/cibuildwheel) | `3.2.1` | `3.3.0` | | [reviewdog/action-setup](https://github.com/reviewdog/action-setup) | `1.4.0` | `1.5.0` | | [github/codeql-action](https://github.com/github/codeql-action) | `4.31.0` | `4.31.9` | | [actions/cache](https://github.com/actions/cache) | `4.3.0` | `5.0.1` | | [scientific-python/upload-nightly-action](https://github.com/scientific-python/upload-nightly-action) | `0.6.2` | `0.6.3` | | [actions/stale](https://github.com/actions/stale) | `10.1.0` | `10.1.1` | | [codecov/codecov-action](https://github.com/codecov/codecov-action) | `5.5.1` | `5.5.2` | Updates `actions/checkout` from 5.0.0 to 6.0.1 - [Release notes](https://github.com/actions/checkout/releases) - [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md) - [Commits](https://github.com/actions/checkout/compare/08c6903cd8c0fde910a37f88322edcfb5dd907a8...8e8c483db84b4bee98b60c0593521ed34d9990e8) Updates `actions/setup-python` from 6.0.0 to 6.1.0 - [Release notes](https://github.com/actions/setup-python/releases) - [Commits](https://github.com/actions/setup-python/compare/e797f83bcb11b83ae66e0230d6156d7c80228e7c...83679a892e2d95755f2dac6acb0bfd1e9ac5d548) Updates `actions/upload-artifact` from 5.0.0 to 6.0.0 - [Release notes](https://github.com/actions/upload-artifact/releases) - [Commits](https://github.com/actions/upload-artifact/compare/330a01c490aca151604b8cf639adc76d48f6c5d4...b7c566a772e6b6bfb58ed0dc250532a479d7789f) Updates `actions/download-artifact` from 6.0.0 to 7.0.0 - [Release notes](https://github.com/actions/download-artifact/releases) - [Commits](https://github.com/actions/download-artifact/compare/018cc2cf5baa6db3ef3c5f8a56943fffe632ef53...37930b1c2abaa49bbe596cd826c3c89aef350131) Updates `pypa/cibuildwheel` from 3.2.1 to 3.3.0 - [Release notes](https://github.com/pypa/cibuildwheel/releases) - [Changelog](https://github.com/pypa/cibuildwheel/blob/main/docs/changelog.md) - [Commits](https://github.com/pypa/cibuildwheel/compare/9c00cb4f6b517705a3794b22395aedc36257242c...63fd63b352a9a8bdcc24791c9dbee952ee9a8abc) Updates `reviewdog/action-setup` from 1.4.0 to 1.5.0 - [Release notes](https://github.com/reviewdog/action-setup/releases) - [Commits](https://github.com/reviewdog/action-setup/compare/d8edfce3dd5e1ec6978745e801f9c50b5ef80252...d8a7baabd7f3e8544ee4dbde3ee41d0011c3a93f) Updates `github/codeql-action` from 4.31.0 to 4.31.9 - [Release notes](https://github.com/github/codeql-action/releases) - [Changelog](https://github.com/github/codeql-action/blob/main/CHANGELOG.md) - [Commits](https://github.com/github/codeql-action/compare/4e94bd11f71e507f7f87df81788dff88d1dacbfb...5d4e8d1aca955e8d8589aabd499c5cae939e33c7) Updates `actions/cache` from 4.3.0 to 5.0.1 - [Release notes](https://github.com/actions/cache/releases) - [Changelog](https://github.com/actions/cache/blob/main/RELEASES.md) - [Commits](https://github.com/actions/cache/compare/0057852bfaa89a56745cba8c7296529d2fc39830...9255dc7a253b0ccc959486e2bca901246202afeb) Updates `scientific-python/upload-nightly-action` from 0.6.2 to 0.6.3 - [Release notes](https://github.com/scientific-python/upload-nightly-action/releases) - [Commits](https://github.com/scientific-python/upload-nightly-action/compare/b36e8c0c10dbcfd2e05bf95f17ef8c14fd708dbf...5748273c71e2d8d3a61f3a11a16421c8954f9ecf) Updates `actions/stale` from 10.1.0 to 10.1.1 - [Release notes](https://github.com/actions/stale/releases) - [Changelog](https://github.com/actions/stale/blob/main/CHANGELOG.md) - [Commits](https://github.com/actions/stale/compare/5f858e3efba33a5ca4407a664cc011ad407f2008...997185467fa4f803885201cee163a9f38240193d) Updates `codecov/codecov-action` from 5.5.1 to 5.5.2 - [Release notes](https://github.com/codecov/codecov-action/releases) - [Changelog](https://github.com/codecov/codecov-action/blob/main/CHANGELOG.md) - [Commits](https://github.com/codecov/codecov-action/compare/5a1091511ad55cbe89839c7260b706298ca349f7...671740ac38dd9b0130fbe1cec585b89eea48d3de) --- updated-dependencies: - dependency-name: actions/checkout dependency-version: 6.0.1 dependency-type: direct:production update-type: version-update:semver-major dependency-group: actions - dependency-name: actions/setup-python dependency-version: 6.1.0 dependency-type: direct:production update-type: version-update:semver-minor dependency-group: actions - dependency-name: actions/upload-artifact dependency-version: 6.0.0 dependency-type: direct:production update-type: version-update:semver-major dependency-group: actions - dependency-name: actions/download-artifact dependency-version: 7.0.0 dependency-type: direct:production update-type: version-update:semver-major dependency-group: actions - dependency-name: pypa/cibuildwheel dependency-version: 3.3.0 dependency-type: direct:production update-type: version-update:semver-minor dependency-group: actions - dependency-name: reviewdog/action-setup dependency-version: 1.5.0 dependency-type: direct:production update-type: version-update:semver-minor dependency-group: actions - dependency-name: github/codeql-action dependency-version: 4.31.9 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: actions - dependency-name: actions/cache dependency-version: 5.0.1 dependency-type: direct:production update-type: version-update:semver-major dependency-group: actions - dependency-name: scientific-python/upload-nightly-action dependency-version: 0.6.3 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: actions - dependency-name: actions/stale dependency-version: 10.1.1 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: actions - dependency-name: codecov/codecov-action dependency-version: 5.5.2 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: actions ... Signed-off-by: dependabot[bot] --- .github/workflows/cibuildwheel.yml | 20 ++++++++++---------- .github/workflows/circleci.yml | 4 ++-- .github/workflows/clean_pr.yml | 2 +- .github/workflows/codeql-analysis.yml | 6 +++--- .github/workflows/cygwin.yml | 8 ++++---- .github/workflows/linting.yml | 18 +++++++++--------- .github/workflows/mypy-stubtest.yml | 6 +++--- .github/workflows/nightlies.yml | 2 +- .github/workflows/stale-tidy.yml | 2 +- .github/workflows/stale.yml | 2 +- .github/workflows/tests.yml | 16 ++++++++-------- 11 files changed, 43 insertions(+), 43 deletions(-) diff --git a/.github/workflows/cibuildwheel.yml b/.github/workflows/cibuildwheel.yml index 46a7c68f062e..6920b4cee2de 100644 --- a/.github/workflows/cibuildwheel.yml +++ b/.github/workflows/cibuildwheel.yml @@ -41,12 +41,12 @@ jobs: SDIST_NAME: ${{ steps.sdist.outputs.SDIST_NAME }} steps: - - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0 + - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1 with: fetch-depth: 0 persist-credentials: false - - uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0 + - uses: actions/setup-python@83679a892e2d95755f2dac6acb0bfd1e9ac5d548 # v6.1.0 name: Install Python with: python-version: '3.11' @@ -72,7 +72,7 @@ jobs: run: twine check dist/* - name: Upload sdist result - uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4 # v5.0.0 + uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0 with: name: cibw-sdist path: dist/*.tar.gz @@ -137,13 +137,13 @@ jobs: steps: - name: Download sdist - uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6.0.0 + uses: actions/download-artifact@37930b1c2abaa49bbe596cd826c3c89aef350131 # v7.0.0 with: name: cibw-sdist path: dist/ - name: Build wheels for CPython 3.14 - uses: pypa/cibuildwheel@9c00cb4f6b517705a3794b22395aedc36257242c # v3.2.1 + uses: pypa/cibuildwheel@63fd63b352a9a8bdcc24791c9dbee952ee9a8abc # v3.3.0 with: package-dir: dist/${{ needs.build_sdist.outputs.SDIST_NAME }} env: @@ -153,7 +153,7 @@ jobs: CIBW_MANYLINUX_X86_64_IMAGE: manylinux_2_28 - name: Build wheels for CPython 3.13 - uses: pypa/cibuildwheel@9c00cb4f6b517705a3794b22395aedc36257242c # v3.2.1 + uses: pypa/cibuildwheel@63fd63b352a9a8bdcc24791c9dbee952ee9a8abc # v3.3.0 with: package-dir: dist/${{ needs.build_sdist.outputs.SDIST_NAME }} env: @@ -162,7 +162,7 @@ jobs: CIBW_ARCHS: ${{ matrix.cibw_archs }} - name: Build wheels for CPython 3.12 - uses: pypa/cibuildwheel@9c00cb4f6b517705a3794b22395aedc36257242c # v3.2.1 + uses: pypa/cibuildwheel@63fd63b352a9a8bdcc24791c9dbee952ee9a8abc # v3.3.0 with: package-dir: dist/${{ needs.build_sdist.outputs.SDIST_NAME }} env: @@ -170,7 +170,7 @@ jobs: CIBW_ARCHS: ${{ matrix.cibw_archs }} - name: Build wheels for CPython 3.11 - uses: pypa/cibuildwheel@9c00cb4f6b517705a3794b22395aedc36257242c # v3.2.1 + uses: pypa/cibuildwheel@63fd63b352a9a8bdcc24791c9dbee952ee9a8abc # v3.3.0 with: package-dir: dist/${{ needs.build_sdist.outputs.SDIST_NAME }} env: @@ -178,7 +178,7 @@ jobs: CIBW_ARCHS: ${{ matrix.cibw_archs }} - name: Build wheels for PyPy - uses: pypa/cibuildwheel@9c00cb4f6b517705a3794b22395aedc36257242c # v3.2.1 + uses: pypa/cibuildwheel@63fd63b352a9a8bdcc24791c9dbee952ee9a8abc # v3.3.0 with: package-dir: dist/${{ needs.build_sdist.outputs.SDIST_NAME }} env: @@ -187,7 +187,7 @@ jobs: CIBW_ENABLE: pypy if: matrix.cibw_archs != 'aarch64' && matrix.os != 'windows-latest' && matrix.os != 'windows-11-arm' - - uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4 # v5.0.0 + - uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0 with: name: cibw-wheels-${{ runner.os }}-${{ matrix.cibw_archs }} path: ./wheelhouse/*.whl diff --git a/.github/workflows/circleci.yml b/.github/workflows/circleci.yml index ab410b194754..05a30eb032cb 100644 --- a/.github/workflows/circleci.yml +++ b/.github/workflows/circleci.yml @@ -28,7 +28,7 @@ jobs: runs-on: ubuntu-latest name: Post warnings/errors as review steps: - - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0 + - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1 with: persist-credentials: false @@ -41,7 +41,7 @@ jobs: - name: Set up reviewdog if: "${{ steps.fetch-artifacts.outputs.count != 0 }}" - uses: reviewdog/action-setup@d8edfce3dd5e1ec6978745e801f9c50b5ef80252 # v1.4.0 + uses: reviewdog/action-setup@d8a7baabd7f3e8544ee4dbde3ee41d0011c3a93f # v1.5.0 with: reviewdog_version: latest diff --git a/.github/workflows/clean_pr.yml b/.github/workflows/clean_pr.yml index fdfc446af15b..5107bb92fa1c 100644 --- a/.github/workflows/clean_pr.yml +++ b/.github/workflows/clean_pr.yml @@ -10,7 +10,7 @@ jobs: runs-on: ubuntu-latest steps: - - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0 + - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1 with: fetch-depth: '0' persist-credentials: false diff --git a/.github/workflows/codeql-analysis.yml b/.github/workflows/codeql-analysis.yml index 72d84e46e077..2aa1ce9f911d 100644 --- a/.github/workflows/codeql-analysis.yml +++ b/.github/workflows/codeql-analysis.yml @@ -27,12 +27,12 @@ jobs: steps: - name: Checkout repository - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0 + uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1 with: persist-credentials: false - name: Initialize CodeQL - uses: github/codeql-action/init@4e94bd11f71e507f7f87df81788dff88d1dacbfb # v4.31.0 + uses: github/codeql-action/init@5d4e8d1aca955e8d8589aabd499c5cae939e33c7 # v4.31.9 with: languages: ${{ matrix.language }} @@ -43,4 +43,4 @@ jobs: pip install --user -v . - name: Perform CodeQL Analysis - uses: github/codeql-action/analyze@4e94bd11f71e507f7f87df81788dff88d1dacbfb # v4.31.0 + uses: github/codeql-action/analyze@5d4e8d1aca955e8d8589aabd499c5cae939e33c7 # v4.31.9 diff --git a/.github/workflows/cygwin.yml b/.github/workflows/cygwin.yml index ba1fd6f57790..ae80020e08b7 100644 --- a/.github/workflows/cygwin.yml +++ b/.github/workflows/cygwin.yml @@ -79,7 +79,7 @@ jobs: - name: Fix line endings run: git config --global core.autocrlf input - - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0 + - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1 with: fetch-depth: 0 persist-credentials: false @@ -140,21 +140,21 @@ jobs: # FreeType build fails with bash, succeeds with dash - name: Cache pip - uses: actions/cache@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0 + uses: actions/cache@9255dc7a253b0ccc959486e2bca901246202afeb # v5.0.1 with: path: C:\cygwin\home\runneradmin\.cache\pip key: Cygwin-py3.${{ matrix.python-minor-version }}-pip-${{ hashFiles('requirements/*/*.txt') }} restore-keys: ${{ matrix.os }}-py3.${{ matrix.python-minor-version }}-pip- - name: Cache ccache - uses: actions/cache@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0 + uses: actions/cache@9255dc7a253b0ccc959486e2bca901246202afeb # v5.0.1 with: path: C:\cygwin\home\runneradmin\.ccache key: Cygwin-py3.${{ matrix.python-minor-version }}-ccache-${{ hashFiles('src/*') }} restore-keys: Cygwin-py3.${{ matrix.python-minor-version }}-ccache- - name: Cache Matplotlib - uses: actions/cache@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0 + uses: actions/cache@9255dc7a253b0ccc959486e2bca901246202afeb # v5.0.1 with: path: | C:\cygwin\home\runneradmin\.cache\matplotlib diff --git a/.github/workflows/linting.yml b/.github/workflows/linting.yml index f1c6d21019e3..bcc7d406043a 100644 --- a/.github/workflows/linting.yml +++ b/.github/workflows/linting.yml @@ -10,11 +10,11 @@ jobs: name: precommit runs-on: ubuntu-latest steps: - - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0 + - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1 with: fetch-depth: 0 persist-credentials: false - - uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0 + - uses: actions/setup-python@83679a892e2d95755f2dac6acb0bfd1e9ac5d548 # v6.1.0 with: python-version: "3.x" - uses: pre-commit/action@2c7b3805fd2a0fd8c1884dcaebf91fc102a13ecd # v3.0.1 @@ -27,12 +27,12 @@ jobs: permissions: checks: write steps: - - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0 + - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1 with: persist-credentials: false - name: Set up Python 3 - uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0 + uses: actions/setup-python@83679a892e2d95755f2dac6acb0bfd1e9ac5d548 # v6.1.0 with: python-version: '3.11' @@ -40,7 +40,7 @@ jobs: run: pip3 install ruff - name: Set up reviewdog - uses: reviewdog/action-setup@d8edfce3dd5e1ec6978745e801f9c50b5ef80252 # v1.4.0 + uses: reviewdog/action-setup@d8a7baabd7f3e8544ee4dbde3ee41d0011c3a93f # v1.5.0 - name: Run ruff env: @@ -56,12 +56,12 @@ jobs: permissions: checks: write steps: - - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0 + - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1 with: persist-credentials: false - name: Set up Python 3 - uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0 + uses: actions/setup-python@83679a892e2d95755f2dac6acb0bfd1e9ac5d548 # v6.1.0 with: python-version: '3.11' @@ -69,7 +69,7 @@ jobs: run: pip3 install -r requirements/testing/mypy.txt -r requirements/testing/all.txt - name: Set up reviewdog - uses: reviewdog/action-setup@d8edfce3dd5e1ec6978745e801f9c50b5ef80252 # v1.4.0 + uses: reviewdog/action-setup@d8a7baabd7f3e8544ee4dbde3ee41d0011c3a93f # v1.5.0 - name: Run mypy env: @@ -87,7 +87,7 @@ jobs: permissions: checks: write steps: - - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0 + - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1 with: persist-credentials: false diff --git a/.github/workflows/mypy-stubtest.yml b/.github/workflows/mypy-stubtest.yml index 3815efd08954..dad980b4fae9 100644 --- a/.github/workflows/mypy-stubtest.yml +++ b/.github/workflows/mypy-stubtest.yml @@ -12,17 +12,17 @@ jobs: permissions: checks: write steps: - - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0 + - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1 with: persist-credentials: false - name: Set up Python 3 - uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0 + uses: actions/setup-python@83679a892e2d95755f2dac6acb0bfd1e9ac5d548 # v6.1.0 with: python-version: '3.11' - name: Set up reviewdog - uses: reviewdog/action-setup@d8edfce3dd5e1ec6978745e801f9c50b5ef80252 # v1.4.0 + uses: reviewdog/action-setup@d8a7baabd7f3e8544ee4dbde3ee41d0011c3a93f # v1.5.0 - name: Install tox run: python -m pip install tox diff --git a/.github/workflows/nightlies.yml b/.github/workflows/nightlies.yml index 393ce2e73472..e8ff8ad7acbc 100644 --- a/.github/workflows/nightlies.yml +++ b/.github/workflows/nightlies.yml @@ -59,7 +59,7 @@ jobs: ls -l dist/ - name: Upload wheels to Anaconda Cloud as nightlies - uses: scientific-python/upload-nightly-action@b36e8c0c10dbcfd2e05bf95f17ef8c14fd708dbf # 0.6.2 + uses: scientific-python/upload-nightly-action@5748273c71e2d8d3a61f3a11a16421c8954f9ecf # 0.6.3 with: artifacts_path: dist anaconda_nightly_upload_token: ${{ secrets.ANACONDA_ORG_UPLOAD_TOKEN }} diff --git a/.github/workflows/stale-tidy.yml b/.github/workflows/stale-tidy.yml index 85c8fec38e63..038fdae7c5a3 100644 --- a/.github/workflows/stale-tidy.yml +++ b/.github/workflows/stale-tidy.yml @@ -9,7 +9,7 @@ jobs: if: github.repository == 'matplotlib/matplotlib' runs-on: ubuntu-latest steps: - - uses: actions/stale@5f858e3efba33a5ca4407a664cc011ad407f2008 # v10.1.0 + - uses: actions/stale@997185467fa4f803885201cee163a9f38240193d # v10.1.1 with: repo-token: ${{ secrets.GITHUB_TOKEN }} operations-per-run: 300 diff --git a/.github/workflows/stale.yml b/.github/workflows/stale.yml index bbc58eca4fb0..cebf8c3d99bf 100644 --- a/.github/workflows/stale.yml +++ b/.github/workflows/stale.yml @@ -9,7 +9,7 @@ jobs: if: github.repository == 'matplotlib/matplotlib' runs-on: ubuntu-latest steps: - - uses: actions/stale@5f858e3efba33a5ca4407a664cc011ad407f2008 # v10.1.0 + - uses: actions/stale@997185467fa4f803885201cee163a9f38240193d # v10.1.1 with: repo-token: ${{ secrets.GITHUB_TOKEN }} operations-per-run: 20 diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml index 048f11be14d2..e066f6d9d296 100644 --- a/.github/workflows/tests.yml +++ b/.github/workflows/tests.yml @@ -89,13 +89,13 @@ jobs: pygobject-ver: '<3.52.0' steps: - - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0 + - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1 with: fetch-depth: 0 persist-credentials: false - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0 + uses: actions/setup-python@83679a892e2d95755f2dac6acb0bfd1e9ac5d548 # v6.1.0 with: python-version: ${{ matrix.python-version }} allow-prereleases: true @@ -178,7 +178,7 @@ jobs: esac - name: Cache pip - uses: actions/cache@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0 + uses: actions/cache@9255dc7a253b0ccc959486e2bca901246202afeb # v5.0.1 if: startsWith(runner.os, 'Linux') with: path: ~/.cache/pip @@ -186,7 +186,7 @@ jobs: restore-keys: | ${{ matrix.os }}-py${{ matrix.python-version }}-pip- - name: Cache pip - uses: actions/cache@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0 + uses: actions/cache@9255dc7a253b0ccc959486e2bca901246202afeb # v5.0.1 if: startsWith(runner.os, 'macOS') with: path: ~/Library/Caches/pip @@ -194,7 +194,7 @@ jobs: restore-keys: | ${{ matrix.os }}-py${{ matrix.python-version }}-pip- - name: Cache ccache - uses: actions/cache@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0 + uses: actions/cache@9255dc7a253b0ccc959486e2bca901246202afeb # v5.0.1 with: path: | ~/.ccache @@ -202,7 +202,7 @@ jobs: restore-keys: | ${{ matrix.os }}-py${{ matrix.python-version }}-ccache- - name: Cache Matplotlib - uses: actions/cache@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0 + uses: actions/cache@9255dc7a253b0ccc959486e2bca901246202afeb # v5.0.1 with: path: | ~/.cache/matplotlib @@ -389,12 +389,12 @@ jobs: fi - name: Upload code coverage if: ${{ !cancelled() && github.event_name != 'schedule' }} - uses: codecov/codecov-action@5a1091511ad55cbe89839c7260b706298ca349f7 # v5.5.1 + uses: codecov/codecov-action@671740ac38dd9b0130fbe1cec585b89eea48d3de # v5.5.2 with: name: "${{ matrix.python-version }} ${{ matrix.os }} ${{ matrix.name-suffix }}" token: ${{ secrets.CODECOV_TOKEN }} - - uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4 # v5.0.0 + - uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0 if: failure() with: name: "${{ matrix.python-version }} ${{ matrix.os }} ${{ matrix.name-suffix }} result images" From babeefaccd62c6a07d277ed3c7aade2439c7dbb3 Mon Sep 17 00:00:00 2001 From: ee25b003 Date: Tue, 30 Dec 2025 22:02:12 +0530 Subject: [PATCH 101/329] Fix outdated documentation links for violin/boxplot example --- galleries/examples/statistics/boxplot_vs_violin.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/galleries/examples/statistics/boxplot_vs_violin.py b/galleries/examples/statistics/boxplot_vs_violin.py index f277e737e65c..06aa2693f446 100644 --- a/galleries/examples/statistics/boxplot_vs_violin.py +++ b/galleries/examples/statistics/boxplot_vs_violin.py @@ -12,12 +12,15 @@ the whole range of the data. A good general reference on boxplots and their history can be found -here: http://vita.had.co.nz/papers/boxplots.pdf +here: https://vita.had.co.nz/papers/boxplots.pdf Violin plots require matplotlib >= 1.4. -For more information on violin plots, the scikit-learn docs have a great -section: https://scikit-learn.org/stable/modules/density.html +Violin plots show the distribution of the data as a rotated kernel density +estimate (KDE) along with summary statistics similar to a box plot. + +For more information on violin plots, see: +https://en.wikipedia.org/wiki/Violin_plot """ import matplotlib.pyplot as plt From 2a94a7ff1338708e49dbc23ed48734b260faafd2 Mon Sep 17 00:00:00 2001 From: Thomas A Caswell Date: Wed, 31 Dec 2025 09:55:20 -0500 Subject: [PATCH 102/329] TST: account for asyncio changes in py314 An EventLoop will no longer be implicitly created by `get_event_loop()` Closes #30917 --- lib/matplotlib/tests/test_backends_interactive.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/lib/matplotlib/tests/test_backends_interactive.py b/lib/matplotlib/tests/test_backends_interactive.py index 6bc7de433825..101c1cb81cad 100644 --- a/lib/matplotlib/tests/test_backends_interactive.py +++ b/lib/matplotlib/tests/test_backends_interactive.py @@ -208,6 +208,10 @@ def check_alt_backend(alt_backend): if fig.canvas.toolbar: # i.e toolbar2. fig.canvas.toolbar.draw_rubberband(None, 1., 1, 2., 2) + if backend == 'webagg' and sys.version_info >= (3, 14): + import asyncio + asyncio.set_event_loop(asyncio.new_event_loop()) + timer = fig.canvas.new_timer(1.) # Test that floats are cast to int. timer.add_callback(KeyEvent("key_press_event", fig.canvas, "q")._process) # Trigger quitting upon draw. From c5ba854ec91736fdb84793f739ddd5d85f927f11 Mon Sep 17 00:00:00 2001 From: Thomas A Caswell Date: Wed, 31 Dec 2025 10:03:44 -0500 Subject: [PATCH 103/329] CI: add py314 to test matrix on GHA --- .github/workflows/tests.yml | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml index 048f11be14d2..bd18ceca9f7b 100644 --- a/.github/workflows/tests.yml +++ b/.github/workflows/tests.yml @@ -73,6 +73,8 @@ jobs: pygobject-ver: '<3.52.0' - os: ubuntu-24.04 python-version: '3.12' + - os: ubuntu-24.04 + python-version: '3.14' - os: ubuntu-24.04-arm python-version: '3.12' - os: macos-14 # This runner is on M1 (arm64) chips. @@ -87,6 +89,10 @@ jobs: python-version: '3.13' # https://github.com/matplotlib/matplotlib/issues/29732 pygobject-ver: '<3.52.0' + - os: macos-15 # This runner is on M1 (arm64) chips. + python-version: '3.14' + # https://github.com/matplotlib/matplotlib/issues/29732 + pygobject-ver: '<3.52.0' steps: - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0 From 6463594e511147dd2c89ac6bd7beddfde0a611d2 Mon Sep 17 00:00:00 2001 From: Thomas A Caswell Date: Wed, 31 Dec 2025 10:56:42 -0500 Subject: [PATCH 104/329] CI: only try to install pyside2 on py311 --- .github/workflows/tests.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml index bd18ceca9f7b..679fa230783b 100644 --- a/.github/workflows/tests.yml +++ b/.github/workflows/tests.yml @@ -270,8 +270,8 @@ jobs: # Even though PySide2 wheels can be installed on Python 3.12+, they are broken and since PySide2 is # deprecated, they are unlikely to be fixed. For the same deprecation reason, there are no wheels # on M1 macOS, so don't bother there either. - if [[ "${{ matrix.os }}" != 'macos-14' - && "${{ matrix.python-version }}" != '3.12' && "${{ matrix.python-version }}" != '3.13' ]]; then + if [[ "${{ matrix.os }}" != 'macos-14' && "${{ matrix.python-version }}" == '3.11' + ]]; then python -mpip install --upgrade pyside2 && python -c 'import PySide2.QtCore' && echo 'PySide2 is available' || From 75b27f8ce39c2b27f894b431b278b68756e6f1f0 Mon Sep 17 00:00:00 2001 From: star1327p Date: Wed, 31 Dec 2025 15:49:05 -0800 Subject: [PATCH 105/329] DOC: Correct typos on a/an usage including print messages --- doc/devel/contribute.rst | 2 +- doc/devel/license.rst | 2 +- doc/release/next_whats_new/README.rst | 2 +- galleries/examples/color/color_demo.py | 2 +- galleries/examples/text_labels_and_annotations/multiline.py | 2 +- galleries/users_explain/figure/event_handling.rst | 2 +- galleries/users_explain/toolkits/axisartist.rst | 4 ++-- lib/matplotlib/backends/qt_editor/figureoptions.py | 2 +- lib/matplotlib/dates.py | 2 +- lib/matplotlib/figure.py | 2 +- lib/matplotlib/lines.py | 2 +- lib/matplotlib/pyplot.py | 2 +- lib/matplotlib/tests/test_agg.py | 2 +- lib/matplotlib/tests/test_dates.py | 2 +- lib/matplotlib/widgets.py | 2 +- lib/mpl_toolkits/axisartist/axislines.py | 2 +- 16 files changed, 17 insertions(+), 17 deletions(-) diff --git a/doc/devel/contribute.rst b/doc/devel/contribute.rst index 3667d6e20a5d..bd4fe8e64c52 100644 --- a/doc/devel/contribute.rst +++ b/doc/devel/contribute.rst @@ -337,7 +337,7 @@ Start a pull request The preferred way to contribute to Matplotlib is to fork the `main repository `__ on GitHub, -then submit a "pull request" (PR). To work on a a pull request: +then submit a "pull request" (PR). To work on a pull request: #. **First** set up a development environment, either by cloning a copy of the Matplotlib repository to your own computer or by using Github codespaces, by diff --git a/doc/devel/license.rst b/doc/devel/license.rst index 7596f2f92348..ebdfd494f832 100644 --- a/doc/devel/license.rst +++ b/doc/devel/license.rst @@ -10,7 +10,7 @@ another project make sure it has a PSF, BSD, MIT or compatible license licenses). If it doesn't, you may consider contacting the author and asking them to relicense it. GPL and LGPL code are not acceptable in the main code base, though we are considering an alternative way of -distributing L/GPL code through an separate channel, possibly a +distributing L/GPL code through a separate channel, possibly a toolkit. If you include code, make sure you include a copy of that code's license in the license directory if the code's license requires you to distribute the license with it. Non-BSD compatible licenses diff --git a/doc/release/next_whats_new/README.rst b/doc/release/next_whats_new/README.rst index a680f5120f52..1a7039a4a5db 100644 --- a/doc/release/next_whats_new/README.rst +++ b/doc/release/next_whats_new/README.rst @@ -34,7 +34,7 @@ Include contents of the form:: details should be left out when they do not impact usage, for example implementation details. - The description may include a a short instructive example, if it helps to + The description may include a short instructive example, if it helps to understand the feature. Please avoid using references in section titles, as it causes links to be diff --git a/galleries/examples/color/color_demo.py b/galleries/examples/color/color_demo.py index 6822efc3faa7..b8b06c9091e3 100644 --- a/galleries/examples/color/color_demo.py +++ b/galleries/examples/color/color_demo.py @@ -16,7 +16,7 @@ 5) a single letter string, i.e. one of ``{'b', 'g', 'r', 'c', 'm', 'y', 'k', 'w'}``, which are short-hand notations for shades of blue, green, red, cyan, magenta, yellow, black, and white; -6) a X11/CSS4 ("html") color name, e.g. ``"blue"``; +6) an X11/CSS4 ("html") color name, e.g. ``"blue"``; 7) a name from the `xkcd color survey `__, prefixed with ``'xkcd:'`` (e.g., ``'xkcd:sky blue'``); 8) a "Cn" color spec, i.e. ``'C'`` followed by a number, which is an index into diff --git a/galleries/examples/text_labels_and_annotations/multiline.py b/galleries/examples/text_labels_and_annotations/multiline.py index 2aa6fea8c1af..e9ce81fe6526 100644 --- a/galleries/examples/text_labels_and_annotations/multiline.py +++ b/galleries/examples/text_labels_and_annotations/multiline.py @@ -11,7 +11,7 @@ ax0.set_aspect(1) ax0.plot(np.arange(10)) -ax0.set_xlabel('this is a xlabel\n(with newlines!)') +ax0.set_xlabel('this is an xlabel\n(with newlines!)') ax0.set_ylabel('this is vertical\ntest', multialignment='center') ax0.text(2, 7, 'this is\nyet another test', rotation=45, diff --git a/galleries/users_explain/figure/event_handling.rst b/galleries/users_explain/figure/event_handling.rst index caf987e3d6da..8b4928eafb52 100644 --- a/galleries/users_explain/figure/event_handling.rst +++ b/galleries/users_explain/figure/event_handling.rst @@ -605,7 +605,7 @@ Picking exercise Create a data set of 100 arrays of 1000 Gaussian random numbers and compute the sample mean and standard deviation of each of them (hint: -NumPy arrays have a mean and std method) and make a xy marker plot of +NumPy arrays have a mean and std method) and make an xy marker plot of the 100 means vs. the 100 standard deviations. Connect the line created by the plot command to the pick event, and plot the original time series of the data that generated the clicked on points. If more diff --git a/galleries/users_explain/toolkits/axisartist.rst b/galleries/users_explain/toolkits/axisartist.rst index 7ff0897f23d8..a5a1b6cbcd78 100644 --- a/galleries/users_explain/toolkits/axisartist.rst +++ b/galleries/users_explain/toolkits/axisartist.rst @@ -131,7 +131,7 @@ few things that mpl_toolkits.axisartist.Axes is different from original Axes from Matplotlib. * Axis elements (axis line(spine), ticks, ticklabel and axis labels) - are drawn by a AxisArtist instance. Unlike Axis, left, right, top + are drawn by an AxisArtist instance. Unlike Axis, left, right, top and bottom axis are drawn by separate artists. And each of them may have different tick location and different tick labels. @@ -569,7 +569,7 @@ See the first example of this page. Current limitations and TODO's ============================== -The code need more refinement. Here is a incomplete list of issues and TODO's +The code need more refinement. Here is an incomplete list of issues and TODO's * No easy way to support a user customized tick location (for curvilinear grid). A new Locator class needs to be created. diff --git a/lib/matplotlib/backends/qt_editor/figureoptions.py b/lib/matplotlib/backends/qt_editor/figureoptions.py index 9c57b7c4e968..cd4e9583cce5 100644 --- a/lib/matplotlib/backends/qt_editor/figureoptions.py +++ b/lib/matplotlib/backends/qt_editor/figureoptions.py @@ -92,7 +92,7 @@ def prepare_data(d, init): `"None"`, `"none"` and `""` are synonyms); *init* is one shorthand of the initial style. - This function returns an list suitable for initializing a + This function returns a list suitable for initializing a FormLayout combobox, namely `[initial_name, (shorthand, style_name), (shorthand, style_name), ...]`. """ diff --git a/lib/matplotlib/dates.py b/lib/matplotlib/dates.py index 511e1c6df6cc..6a2bd0194bd4 100644 --- a/lib/matplotlib/dates.py +++ b/lib/matplotlib/dates.py @@ -537,7 +537,7 @@ def drange(dstart, dend, delta): # calculate end of the interval which will be generated dinterval_end = dstart + num * delta - # ensure, that an half open interval will be generated [dstart, dend) + # ensure, that a half open interval will be generated [dstart, dend) if dinterval_end >= dend: # if the endpoint is greater than or equal to dend, # just subtract one delta diff --git a/lib/matplotlib/figure.py b/lib/matplotlib/figure.py index 4cd7fd01a995..85b378fcd422 100644 --- a/lib/matplotlib/figure.py +++ b/lib/matplotlib/figure.py @@ -2766,7 +2766,7 @@ def show(self, warn=True): .. warning:: - This does not manage an GUI event loop. Consequently, the figure + This does not manage a GUI event loop. Consequently, the figure may only be shown briefly or not shown at all if you or your environment are not managing an event loop. diff --git a/lib/matplotlib/lines.py b/lib/matplotlib/lines.py index 72c57bf77b5c..49560925b082 100644 --- a/lib/matplotlib/lines.py +++ b/lib/matplotlib/lines.py @@ -183,7 +183,7 @@ def _slice_or_none(in_v, slc): if ax is None: raise ValueError( "markevery is specified relative to the Axes size, but " - "the line does not have a Axes as parent") + "the line does not have an Axes as parent") # calc cumulative distance along path (in display coords): fin = np.isfinite(verts).all(axis=1) diff --git a/lib/matplotlib/pyplot.py b/lib/matplotlib/pyplot.py index 225684d068f4..61f5f48f1224 100644 --- a/lib/matplotlib/pyplot.py +++ b/lib/matplotlib/pyplot.py @@ -1842,7 +1842,7 @@ def subplots( axs[0, 0].plot(x, y) axs[1, 1].scatter(x, y) - # Share a X axis with each column of subplots + # Share an X axis with each column of subplots plt.subplots(2, 2, sharex='col') # Share a Y axis with each row of subplots diff --git a/lib/matplotlib/tests/test_agg.py b/lib/matplotlib/tests/test_agg.py index 100f632a9306..69434fd393ec 100644 --- a/lib/matplotlib/tests/test_agg.py +++ b/lib/matplotlib/tests/test_agg.py @@ -374,7 +374,7 @@ def test_chunksize_fails(): def test_non_tuple_rgbaface(): - # This passes rgbaFace as a ndarray to draw_path. + # This passes rgbaFace as an ndarray to draw_path. fig = plt.figure() fig.add_subplot(projection="3d").scatter( [0, 1, 2], [0, 1, 2], path_effects=[patheffects.Stroke(linewidth=4)]) diff --git a/lib/matplotlib/tests/test_dates.py b/lib/matplotlib/tests/test_dates.py index 23b35e78c1f5..d5b47ac567b4 100644 --- a/lib/matplotlib/tests/test_dates.py +++ b/lib/matplotlib/tests/test_dates.py @@ -373,7 +373,7 @@ def test_drange(): end = datetime.datetime(2011, 1, 2, tzinfo=mdates.UTC) delta = datetime.timedelta(hours=1) # We expect 24 values in drange(start, end, delta), because drange returns - # dates from an half open interval [start, end) + # dates from a half open interval [start, end) assert len(mdates.drange(start, end, delta)) == 24 # Same if interval ends slightly earlier diff --git a/lib/matplotlib/widgets.py b/lib/matplotlib/widgets.py index ac09bb353c7a..79b2e3b7651c 100644 --- a/lib/matplotlib/widgets.py +++ b/lib/matplotlib/widgets.py @@ -3177,7 +3177,7 @@ def onselect(eclick: MouseEvent, erelease: MouseEvent) (when already existing) or cancelled. minspany : float, default: 0 - Selections with an y-span less than or equal to *minspanx* are removed + Selections with a y-span less than or equal to *minspanx* are removed (when already existing) or cancelled. useblit : bool, default: False diff --git a/lib/mpl_toolkits/axisartist/axislines.py b/lib/mpl_toolkits/axisartist/axislines.py index c921ea597cb4..e0057d4f6c1e 100644 --- a/lib/mpl_toolkits/axisartist/axislines.py +++ b/lib/mpl_toolkits/axisartist/axislines.py @@ -16,7 +16,7 @@ In the new axes class, xaxis and yaxis is set to not visible by default, and new set of artist (AxisArtist) are defined to draw axis line, ticks, ticklabels and axis label. Axes.axis attribute serves as -a dictionary of these artists, i.e., ax.axis["left"] is a AxisArtist +a dictionary of these artists, i.e., ax.axis["left"] is an AxisArtist instance responsible to draw left y-axis. The default Axes.axis contains "bottom", "left", "top" and "right". From 0bf4d39580234710738dbef3f51b6770e1f61fac Mon Sep 17 00:00:00 2001 From: Abhiroop Batabyal Date: Thu, 1 Jan 2026 15:52:11 +0530 Subject: [PATCH 106/329] Docs: Remove outdated annotate_transform example, link to annotation tutorial (#30916) * Docs: Remove outdated annotate_transform example, link to annotation tutorial instead * Docs: remove annotate_transform example and redirect to annotations tutorial * DOC: Add redirect for removed annotate_transform example --------- Co-authored-by: ee25b003 --- .../annotate_transform.py | 54 ------------------- galleries/users_explain/text/annotations.py | 1 + 2 files changed, 1 insertion(+), 54 deletions(-) delete mode 100644 galleries/examples/text_labels_and_annotations/annotate_transform.py diff --git a/galleries/examples/text_labels_and_annotations/annotate_transform.py b/galleries/examples/text_labels_and_annotations/annotate_transform.py deleted file mode 100644 index e7d4e11d9d38..000000000000 --- a/galleries/examples/text_labels_and_annotations/annotate_transform.py +++ /dev/null @@ -1,54 +0,0 @@ -""" -================== -Annotate transform -================== - -This example shows how to use different coordinate systems for annotations. -For a complete overview of the annotation capabilities, also see the -:ref:`annotation tutorial`. - -.. redirect-from:: /gallery/pyplots/annotate_transform -""" - -import matplotlib.pyplot as plt -import numpy as np - -x = np.arange(0, 10, 0.005) -y = np.exp(-x/2.) * np.sin(2*np.pi*x) - -fig, ax = plt.subplots() -ax.plot(x, y) -ax.set_xlim(0, 10) -ax.set_ylim(-1, 1) - -xdata, ydata = 5, 0 -xdisplay, ydisplay = ax.transData.transform((xdata, ydata)) - -bbox = dict(boxstyle="round", fc="0.8") -arrowprops = dict( - arrowstyle="->", - connectionstyle="angle,angleA=0,angleB=90,rad=10") - -offset = 72 -ax.annotate( - f'data = ({xdata:.1f}, {ydata:.1f})', - (xdata, ydata), - xytext=(-2*offset, offset), textcoords='offset points', - bbox=bbox, arrowprops=arrowprops) -ax.annotate( - f'display = ({xdisplay:.1f}, {ydisplay:.1f})', - xy=(xdisplay, ydisplay), xycoords='figure pixels', - xytext=(0.5*offset, -offset), textcoords='offset points', - bbox=bbox, arrowprops=arrowprops) - -plt.show() - -# %% -# -# .. admonition:: References -# -# The use of the following functions, methods, classes and modules is shown -# in this example: -# -# - `matplotlib.transforms.Transform.transform` -# - `matplotlib.axes.Axes.annotate` / `matplotlib.pyplot.annotate` diff --git a/galleries/users_explain/text/annotations.py b/galleries/users_explain/text/annotations.py index 5cfb16c12715..b0eff8d19f7d 100644 --- a/galleries/users_explain/text/annotations.py +++ b/galleries/users_explain/text/annotations.py @@ -12,6 +12,7 @@ .. redirect-from:: /gallery/userdemo/connect_simple01 .. redirect-from:: /gallery/userdemo/connectionstyle_demo .. redirect-from:: /tutorials/text/annotations +.. redirect-from:: /gallery/text_labels_and_annotations/annotate_transform .. _annotations: From e032e2524f24e1dcb9315dcb31e72ee05bb0d99d Mon Sep 17 00:00:00 2001 From: ee25b003 Date: Thu, 1 Jan 2026 22:03:04 +0530 Subject: [PATCH 107/329] FIX: Increase reruns for flaky test_invisible_Line_rendering (#30809) --- lib/matplotlib/tests/test_lines.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/lib/matplotlib/tests/test_lines.py b/lib/matplotlib/tests/test_lines.py index fe92547c5963..8bf6fea2cdf7 100644 --- a/lib/matplotlib/tests/test_lines.py +++ b/lib/matplotlib/tests/test_lines.py @@ -33,7 +33,7 @@ def test_segment_hits(): # Runtimes on a loaded system are inherently flaky. Not so much that a rerun # won't help, hopefully. -@pytest.mark.flaky(reruns=3) +@pytest.mark.flaky(reruns=5) def test_invisible_Line_rendering(): """ GitHub issue #1256 identified a bug in Line.draw method From b2dc2a6a56f7c089b34ece316109100a20bf2ed1 Mon Sep 17 00:00:00 2001 From: Sanchit Rishi Date: Fri, 2 Jan 2026 16:59:36 +0530 Subject: [PATCH 108/329] Pcolormesh Doc Fix (#30912) --------- Co-authored-by: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> --- lib/matplotlib/axes/_axes.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/lib/matplotlib/axes/_axes.py b/lib/matplotlib/axes/_axes.py index 85c83d847782..f85497968a9d 100644 --- a/lib/matplotlib/axes/_axes.py +++ b/lib/matplotlib/axes/_axes.py @@ -6805,9 +6805,12 @@ def pcolormesh(self, *args, alpha=None, norm=None, cmap=None, vmin=None, See :doc:`/gallery/images_contours_and_fields/pcolormesh_grids` for more description. - snap : bool, default: False + snap : bool, default: :rc:`pcolormesh.snap` Whether to snap the mesh to pixel boundaries. + .. versionchanged:: 3.4.0 + The default value changed from *False* to *True* to improve transparency + handling. See :ref:`whats-new-3-4-0` for details. rasterized : bool, optional Rasterize the pcolormesh when drawing vector graphics. This can speed up rendering and produce smaller files for large data sets. From 789153aa20ebcdcbfa4a5c376bd418c443dfccea Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Fri, 2 Jan 2026 13:37:52 +0100 Subject: [PATCH 109/329] Reduce stale bot to run once per week I have the impression that we are not systematically reviewing the issues marked as inactive. We had multiple cases of re-opening issues, which means they haven't been identified as "keep" during the stale phase. IMHO this should not happen as it increases the danger of overlooking the closing of relevant issues. --- .github/workflows/stale.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/stale.yml b/.github/workflows/stale.yml index bbc58eca4fb0..ca9092f0ab9e 100644 --- a/.github/workflows/stale.yml +++ b/.github/workflows/stale.yml @@ -2,7 +2,7 @@ name: 'Label inactive PRs' on: schedule: - - cron: '30 1 * * 1,3,5' + - cron: '30 1 * * 1' jobs: stale: From a9ed0e1f98a279503bd08522a47afc741c70b190 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Fri, 2 Jan 2026 21:55:48 +0100 Subject: [PATCH 110/329] MNT: Make transforms helper functions private (#30889) * MNT: Make transforms.nonsingular private * MNT: Make transforms.interval_contains_open private * MNT: Make transforms.interval_contains private * Update doc/api/next_api_changes/deprecations/30889-TH.rst Co-authored-by: Thomas A Caswell * Copy docstring via decorator ... to play nicely with deprecation warnings in docstrings --------- Co-authored-by: Thomas A Caswell --- .../deprecations/30889-TH.rst | 10 +++++++ galleries/examples/specialty_plots/skewt.py | 4 +-- lib/matplotlib/axes/_axes.py | 4 +-- lib/matplotlib/colorbar.py | 2 +- lib/matplotlib/projections/polar.py | 2 +- lib/matplotlib/tests/test_skew.py | 4 +-- lib/matplotlib/tests/test_transforms.py | 26 +++++++++---------- lib/matplotlib/ticker.py | 18 ++++++------- lib/matplotlib/transforms.py | 26 ++++++++++++++++--- lib/matplotlib/transforms.pyi | 9 +++++++ 10 files changed, 71 insertions(+), 34 deletions(-) create mode 100644 doc/api/next_api_changes/deprecations/30889-TH.rst diff --git a/doc/api/next_api_changes/deprecations/30889-TH.rst b/doc/api/next_api_changes/deprecations/30889-TH.rst new file mode 100644 index 000000000000..d221ae30d4fb --- /dev/null +++ b/doc/api/next_api_changes/deprecations/30889-TH.rst @@ -0,0 +1,10 @@ +Transforms helper functions +~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +The following functions in the `.transforms` module are deprecated, +because they are considerer internal functionality and should not be used +by end users: + +- ``matplotlib.transforms.nonsingular`` +- ``matplotlib.transforms.interval_contains`` +- ``matplotlib.transforms.interval_contains_open`` diff --git a/galleries/examples/specialty_plots/skewt.py b/galleries/examples/specialty_plots/skewt.py index 04d36c79f067..3a9c14ca6111 100644 --- a/galleries/examples/specialty_plots/skewt.py +++ b/galleries/examples/specialty_plots/skewt.py @@ -34,9 +34,9 @@ def draw(self, renderer): for artist in [self.gridline, self.tick1line, self.tick2line, self.label1, self.label2]: stack.callback(artist.set_visible, artist.get_visible()) - needs_lower = transforms.interval_contains( + needs_lower = transforms._interval_contains( self.axes.lower_xlim, self.get_loc()) - needs_upper = transforms.interval_contains( + needs_upper = transforms._interval_contains( self.axes.upper_xlim, self.get_loc()) self.tick1line.set_visible( self.tick1line.get_visible() and needs_lower) diff --git a/lib/matplotlib/axes/_axes.py b/lib/matplotlib/axes/_axes.py index f85497968a9d..a25e1f8f9f5a 100644 --- a/lib/matplotlib/axes/_axes.py +++ b/lib/matplotlib/axes/_axes.py @@ -5662,8 +5662,8 @@ def reduce_C_function(C: array) -> float ymin, ymax = (ty.min(), ty.max()) if len(y) else (0, 1) # to avoid issues with singular data, expand the min/max pairs - xmin, xmax = mtransforms.nonsingular(xmin, xmax, expander=0.1) - ymin, ymax = mtransforms.nonsingular(ymin, ymax, expander=0.1) + xmin, xmax = mtransforms._nonsingular(xmin, xmax, expander=0.1) + ymin, ymax = mtransforms._nonsingular(ymin, ymax, expander=0.1) nx1 = nx + 1 ny1 = ny + 1 diff --git a/lib/matplotlib/colorbar.py b/lib/matplotlib/colorbar.py index 2a11477ed1c2..a4292a323035 100644 --- a/lib/matplotlib/colorbar.py +++ b/lib/matplotlib/colorbar.py @@ -1098,7 +1098,7 @@ def _process_values(self): # If we still aren't scaled after autoscaling, use 0, 1 as default self.norm.vmin = 0 self.norm.vmax = 1 - self.norm.vmin, self.norm.vmax = mtransforms.nonsingular( + self.norm.vmin, self.norm.vmax = mtransforms._nonsingular( self.norm.vmin, self.norm.vmax, expander=0.1) if (not isinstance(self.norm, colors.BoundaryNorm) and (self.boundaries is None)): diff --git a/lib/matplotlib/projections/polar.py b/lib/matplotlib/projections/polar.py index 8b0a01f556e3..75e1295f77f1 100644 --- a/lib/matplotlib/projections/polar.py +++ b/lib/matplotlib/projections/polar.py @@ -469,7 +469,7 @@ def view_limits(self, vmin, vmax): if self._zero_in_bounds() and vmax > vmin: # this allows inverted r/y-lims vmin = min(0, vmin) - return mtransforms.nonsingular(vmin, vmax) + return mtransforms._nonsingular(vmin, vmax) class _ThetaShift(mtransforms.ScaledTranslation): diff --git a/lib/matplotlib/tests/test_skew.py b/lib/matplotlib/tests/test_skew.py index 8527e474fa21..125ecd7ff606 100644 --- a/lib/matplotlib/tests/test_skew.py +++ b/lib/matplotlib/tests/test_skew.py @@ -25,9 +25,9 @@ def draw(self, renderer): for artist in [self.gridline, self.tick1line, self.tick2line, self.label1, self.label2]: stack.callback(artist.set_visible, artist.get_visible()) - needs_lower = transforms.interval_contains( + needs_lower = transforms._interval_contains( self.axes.lower_xlim, self.get_loc()) - needs_upper = transforms.interval_contains( + needs_upper = transforms._interval_contains( self.axes.upper_xlim, self.get_loc()) self.tick1line.set_visible( self.tick1line.get_visible() and needs_lower) diff --git a/lib/matplotlib/tests/test_transforms.py b/lib/matplotlib/tests/test_transforms.py index 59a765107d7b..2b4351a5cfbb 100644 --- a/lib/matplotlib/tests/test_transforms.py +++ b/lib/matplotlib/tests/test_transforms.py @@ -977,7 +977,7 @@ def test_nonsingular(): zero_expansion = np.array([-0.001, 0.001]) cases = [(0, np.nan), (0, 0), (0, 7.9e-317)] for args in cases: - out = np.array(mtransforms.nonsingular(*args)) + out = np.array(mtransforms._nonsingular(*args)) assert_array_equal(out, zero_expansion) @@ -1093,21 +1093,21 @@ def test_transformedbbox_contains(): def test_interval_contains(): - assert mtransforms.interval_contains((0, 1), 0.5) - assert mtransforms.interval_contains((0, 1), 0) - assert mtransforms.interval_contains((0, 1), 1) - assert not mtransforms.interval_contains((0, 1), -1) - assert not mtransforms.interval_contains((0, 1), 2) - assert mtransforms.interval_contains((1, 0), 0.5) + assert mtransforms._interval_contains((0, 1), 0.5) + assert mtransforms._interval_contains((0, 1), 0) + assert mtransforms._interval_contains((0, 1), 1) + assert not mtransforms._interval_contains((0, 1), -1) + assert not mtransforms._interval_contains((0, 1), 2) + assert mtransforms._interval_contains((1, 0), 0.5) def test_interval_contains_open(): - assert mtransforms.interval_contains_open((0, 1), 0.5) - assert not mtransforms.interval_contains_open((0, 1), 0) - assert not mtransforms.interval_contains_open((0, 1), 1) - assert not mtransforms.interval_contains_open((0, 1), -1) - assert not mtransforms.interval_contains_open((0, 1), 2) - assert mtransforms.interval_contains_open((1, 0), 0.5) + assert mtransforms._interval_contains_open((0, 1), 0.5) + assert not mtransforms._interval_contains_open((0, 1), 0) + assert not mtransforms._interval_contains_open((0, 1), 1) + assert not mtransforms._interval_contains_open((0, 1), -1) + assert not mtransforms._interval_contains_open((0, 1), 2) + assert mtransforms._interval_contains_open((1, 0), 0.5) def test_scaledrotation_initialization(): diff --git a/lib/matplotlib/ticker.py b/lib/matplotlib/ticker.py index f82eeedc8918..e27d71974471 100644 --- a/lib/matplotlib/ticker.py +++ b/lib/matplotlib/ticker.py @@ -1029,7 +1029,7 @@ def __call__(self, x, pos=None): return '' vmin, vmax = self.axis.get_view_interval() - vmin, vmax = mtransforms.nonsingular(vmin, vmax, expander=0.05) + vmin, vmax = mtransforms._nonsingular(vmin, vmax, expander=0.05) s = self._num_to_string(x, vmin, vmax) return self.fix_minus(s) @@ -1730,7 +1730,7 @@ def nonsingular(self, v0, v1): default view limits. - Otherwise, ``(v0, v1)`` is returned without modification. """ - return mtransforms.nonsingular(v0, v1, expander=.05) + return mtransforms._nonsingular(v0, v1, expander=.05) def view_limits(self, vmin, vmax): """ @@ -1738,7 +1738,7 @@ def view_limits(self, vmin, vmax): Subclasses should override this method to change locator behaviour. """ - return mtransforms.nonsingular(vmin, vmax) + return mtransforms._nonsingular(vmin, vmax) class IndexLocator(Locator): @@ -1881,7 +1881,7 @@ def __call__(self): return self.tick_values(vmin, vmax) def tick_values(self, vmin, vmax): - vmin, vmax = mtransforms.nonsingular(vmin, vmax, expander=0.05) + vmin, vmax = mtransforms._nonsingular(vmin, vmax, expander=0.05) if (vmin, vmax) in self.presets: return self.presets[(vmin, vmax)] @@ -1910,7 +1910,7 @@ def view_limits(self, vmin, vmax): vmin = math.floor(scale * vmin) / scale vmax = math.ceil(scale * vmax) / scale - return mtransforms.nonsingular(vmin, vmax) + return mtransforms._nonsingular(vmin, vmax) class MultipleLocator(Locator): @@ -1980,7 +1980,7 @@ def view_limits(self, dmin, dmax): vmin = dmin vmax = dmax - return mtransforms.nonsingular(vmin, vmax) + return mtransforms._nonsingular(vmin, vmax) def scale_range(vmin, vmax, n=1, threshold=100): @@ -2236,7 +2236,7 @@ def tick_values(self, vmin, vmax): if self._symmetric: vmax = max(abs(vmin), abs(vmax)) vmin = -vmax - vmin, vmax = mtransforms.nonsingular( + vmin, vmax = mtransforms._nonsingular( vmin, vmax, expander=1e-13, tiny=1e-14) locs = self._raw_ticks(vmin, vmax) @@ -2254,7 +2254,7 @@ def view_limits(self, dmin, dmax): dmax = max(abs(dmin), abs(dmax)) dmin = -dmax - dmin, dmax = mtransforms.nonsingular( + dmin, dmax = mtransforms._nonsingular( dmin, dmax, expander=1e-12, tiny=1e-13) if mpl.rcParams['axes.autolimit_mode'] == 'round_numbers': @@ -2718,7 +2718,7 @@ def view_limits(self, vmin, vmax): vmin = _decade_less(vmin, b) vmax = _decade_greater(vmax, b) - return mtransforms.nonsingular(vmin, vmax) + return mtransforms._nonsingular(vmin, vmax) class AsinhLocator(Locator): diff --git a/lib/matplotlib/transforms.py b/lib/matplotlib/transforms.py index 6ffc82edac3e..44d01926f2e8 100644 --- a/lib/matplotlib/transforms.py +++ b/lib/matplotlib/transforms.py @@ -44,7 +44,7 @@ import numpy as np from numpy.linalg import inv -from matplotlib import _api +from matplotlib import _api, _docstring from matplotlib._path import affine_transform, count_bboxes_overlapping_bbox from .path import Path @@ -2865,7 +2865,7 @@ def _revalidate(self): super()._revalidate() -def nonsingular(vmin, vmax, expander=0.001, tiny=1e-15, increasing=True): +def _nonsingular(vmin, vmax, expander=0.001, tiny=1e-15, increasing=True): """ Modify the endpoints of a range as needed to avoid singularities. @@ -2923,7 +2923,13 @@ def nonsingular(vmin, vmax, expander=0.001, tiny=1e-15, increasing=True): return vmin, vmax -def interval_contains(interval, val): +@_api.deprecated("3.11") +@_docstring.copy(_nonsingular) +def nonsingular(vmin, vmax, expander=0.001, tiny=1e-15, increasing=True): + return _nonsingular(vmin, vmax, expander, tiny, increasing) + + +def _interval_contains(interval, val): """ Check, inclusively, whether an interval includes a given value. @@ -2945,6 +2951,12 @@ def interval_contains(interval, val): return a <= val <= b +@_api.deprecated("3.11") +@_docstring.copy(_interval_contains) +def interval_contains(interval, val): + return _interval_contains(interval, val) + + def _interval_contains_close(interval, val, rtol=1e-10): """ Check, inclusively, whether an interval includes a given value, with the @@ -2974,7 +2986,7 @@ def _interval_contains_close(interval, val, rtol=1e-10): return a - rtol <= val <= b + rtol -def interval_contains_open(interval, val): +def _interval_contains_open(interval, val): """ Check, excluding endpoints, whether an interval includes a given value. @@ -2994,6 +3006,12 @@ def interval_contains_open(interval, val): return a < val < b or a > val > b +@_api.deprecated("3.11") +@_docstring.copy(_interval_contains_open) +def interval_contains_open(interval, val): + return _interval_contains_open(interval, val) + + def offset_copy(trans, fig=None, x=0.0, y=0.0, units='inches'): """ Return a new transform with an added offset. diff --git a/lib/matplotlib/transforms.pyi b/lib/matplotlib/transforms.pyi index da73a8127cc3..ebee3954a3a7 100644 --- a/lib/matplotlib/transforms.pyi +++ b/lib/matplotlib/transforms.pyi @@ -316,6 +316,13 @@ class TransformedPath(TransformNode): class TransformedPatchPath(TransformedPath): def __init__(self, patch: Patch) -> None: ... +def _nonsingular( + vmin: float, + vmax: float, + expander: float = ..., + tiny: float = ..., + increasing: bool = ..., +) -> tuple[float, float]: ... def nonsingular( vmin: float, vmax: float, @@ -323,7 +330,9 @@ def nonsingular( tiny: float = ..., increasing: bool = ..., ) -> tuple[float, float]: ... +def _interval_contains(interval: tuple[float, float], val: float) -> bool: ... def interval_contains(interval: tuple[float, float], val: float) -> bool: ... +def _interval_contains_open(interval: tuple[float, float], val: float) -> bool: ... def interval_contains_open(interval: tuple[float, float], val: float) -> bool: ... def offset_copy( trans: Transform, From 6688d5d1a51ed8cd0c7d838681a39bf84a5f2fd0 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Fri, 2 Jan 2026 21:57:18 +0100 Subject: [PATCH 111/329] DOC: Improve writer parameter docs of Animation.save() (#30910) Closes #24159. --- lib/matplotlib/animation.py | 18 +++++++++++++++--- 1 file changed, 15 insertions(+), 3 deletions(-) diff --git a/lib/matplotlib/animation.py b/lib/matplotlib/animation.py index 1a398c91dbef..be69dce4e927 100644 --- a/lib/matplotlib/animation.py +++ b/lib/matplotlib/animation.py @@ -955,9 +955,21 @@ def save(self, filename, writer=None, fps=None, dpi=None, codec=None, filename : str The output filename, e.g., :file:`mymovie.mp4`. - writer : `MovieWriter` or str, default: :rc:`animation.writer` - A `MovieWriter` instance to use or a key that identifies a - class to use, such as 'ffmpeg'. + writer : `AbstractMovieWriter` subclass or str, default: :rc:`animation.writer` + The writer used to grab the frames and create the movie file. + This can be an instance of an `AbstractMovieWriter` subclass or a + string. The builtin writers are + + ================== ============================== + str class + ================== ============================== + 'ffmpeg' `.FFMpegWriter` + 'ffmpeg_file' `.FFMpegFileWriter` + 'imagemagick' `.ImageMagickWriter` + 'imagemagick_file' `.ImageMagickFileWriter` + 'pillow' `.PillowWriter` + 'html' `.HTMLWriter` + ================== ============================== fps : int, optional Movie frame rate (per second). If not set, the frame rate from the From 5f66224a59a1b34f075fbafd8e56fae8931af815 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Fri, 2 Jan 2026 21:57:18 +0100 Subject: [PATCH 112/329] Backport PR #30910: DOC: Improve writer parameter docs of Animation.save() --- lib/matplotlib/animation.py | 18 +++++++++++++++--- 1 file changed, 15 insertions(+), 3 deletions(-) diff --git a/lib/matplotlib/animation.py b/lib/matplotlib/animation.py index a87f00201124..a4eb80ad1b34 100644 --- a/lib/matplotlib/animation.py +++ b/lib/matplotlib/animation.py @@ -951,9 +951,21 @@ def save(self, filename, writer=None, fps=None, dpi=None, codec=None, filename : str The output filename, e.g., :file:`mymovie.mp4`. - writer : `MovieWriter` or str, default: :rc:`animation.writer` - A `MovieWriter` instance to use or a key that identifies a - class to use, such as 'ffmpeg'. + writer : `AbstractMovieWriter` subclass or str, default: :rc:`animation.writer` + The writer used to grab the frames and create the movie file. + This can be an instance of an `AbstractMovieWriter` subclass or a + string. The builtin writers are + + ================== ============================== + str class + ================== ============================== + 'ffmpeg' `.FFMpegWriter` + 'ffmpeg_file' `.FFMpegFileWriter` + 'imagemagick' `.ImageMagickWriter` + 'imagemagick_file' `.ImageMagickFileWriter` + 'pillow' `.PillowWriter` + 'html' `.HTMLWriter` + ================== ============================== fps : int, optional Movie frame rate (per second). If not set, the frame rate from the From b9b5d627b1d9a87cadafd842512bd3d730990df6 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Fri, 2 Jan 2026 13:44:58 +0100 Subject: [PATCH 113/329] Exclude confirmed bugs from stale-tidy bot We should not close confirmed bugs through a timeout mechanism. The bug exists and should be tracked as open bug as long as we don't fix it or explicitly decide to not handle this, in which case, we'd manually close as "won't fix". --- .github/workflows/stale-tidy.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/stale-tidy.yml b/.github/workflows/stale-tidy.yml index 85c8fec38e63..1602c7ccca54 100644 --- a/.github/workflows/stale-tidy.yml +++ b/.github/workflows/stale-tidy.yml @@ -20,5 +20,5 @@ jobs: close-issue-label: "status: closed as inactive" days-before-issue-close: 30 ascending: true - exempt-issue-labels: "keep" + exempt-issue-labels: "keep,status: confirmed bug" exempt-pr-labels: "keep,status: orphaned PR" From ca3a030bc3a236477ff57fecabfed5315debdec0 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Sun, 4 Jan 2026 07:14:22 +0100 Subject: [PATCH 114/329] DOC: Clarify and unify set_linestyle (#30855) * DOC: Clarify and unify set_linestyle Closes #26784. * Update lib/matplotlib/collections.py Co-authored-by: Elliott Sales de Andrade * Update lib/matplotlib/collections.py Co-authored-by: Elliott Sales de Andrade --------- Co-authored-by: Elliott Sales de Andrade --- lib/matplotlib/collections.py | 50 +++++++++++++++++++++++------------ lib/matplotlib/inset.py | 46 +++++++++++++++++++++----------- lib/matplotlib/lines.py | 20 ++++++++++---- lib/matplotlib/patches.py | 46 +++++++++++++++++++++----------- 4 files changed, 108 insertions(+), 54 deletions(-) diff --git a/lib/matplotlib/collections.py b/lib/matplotlib/collections.py index 684e15cdf854..ceae9fc308a0 100644 --- a/lib/matplotlib/collections.py +++ b/lib/matplotlib/collections.py @@ -670,27 +670,43 @@ def set_linestyle(self, ls): """ Set the linestyle(s) for the collection. - =========================== ================= - linestyle description - =========================== ================= - ``'-'`` or ``'solid'`` solid line - ``'--'`` or ``'dashed'`` dashed line - ``'-.'`` or ``'dashdot'`` dash-dotted line - ``':'`` or ``'dotted'`` dotted line - =========================== ================= + Parameters + ---------- + ls : {'-', '--', '-.', ':', '', ...} or (offset, on-off-seq) or list thereof + If a list, the individual elements are assigned to the elements of the + collection. - Alternatively a dash tuple of the following form can be provided:: + Possible values: - (offset, onoffseq), + - A string: - where ``onoffseq`` is an even length tuple of on and off ink in points. + ======================================================= ================ + linestyle description + ======================================================= ================ + ``'-'`` or ``'solid'`` solid line + ``'--'`` or ``'dashed'`` dashed line + ``'-.'`` or ``'dashdot'`` dash-dotted line + ``':'`` or ``'dotted'`` dotted line + ``''`` or ``'none'`` (discouraged: ``'None'``, ``' '``) draw nothing + ======================================================= ================ - Parameters - ---------- - ls : str or tuple or list thereof - Valid values for individual linestyles include {'-', '--', '-.', - ':', '', (offset, on-off-seq)}. See `.Line2D.set_linestyle` for a - complete description. + - A tuple describing the start position and lengths of dashes and spaces: + + (offset, onoffseq) + + where + + - *offset* is a float specifying the offset (in points); i.e. how much + is the dash pattern shifted. + - *onoffseq* is a sequence of on and off ink in points. There can be + arbitrary many pairs of on and off values. + + Example: The tuple ``(0, (10, 5, 1, 5))`` means that the pattern starts + at the beginning of the line. It draws a 10 point long dash, + then a 5 point long space, then a 1 point long dash, followed by a 5 point + long space, and then the pattern repeats. + + For examples see :doc:`/gallery/lines_bars_and_markers/linestyles`. """ # get the list of raw 'unscaled' dash patterns self._us_linestyles = mlines._get_dash_patterns(ls) diff --git a/lib/matplotlib/inset.py b/lib/matplotlib/inset.py index fb5bfacff924..aae640db6f81 100644 --- a/lib/matplotlib/inset.py +++ b/lib/matplotlib/inset.py @@ -126,26 +126,40 @@ def set_linestyle(self, ls): """ Set the linestyle of the rectangle and the connectors. - ======================================================= ================ - linestyle description - ======================================================= ================ - ``'-'`` or ``'solid'`` solid line - ``'--'`` or ``'dashed'`` dashed line - ``'-.'`` or ``'dashdot'`` dash-dotted line - ``':'`` or ``'dotted'`` dotted line - ``''`` or ``'none'`` (discouraged: ``'None'``, ``' '``) draw nothing - ======================================================= ================ + Parameters + ---------- + ls : {'-', '--', '-.', ':', '', ...} or (offset, on-off-seq) + Possible values: - Alternatively a dash tuple of the following form can be provided:: + - A string: - (offset, onoffseq) + ======================================================= ================ + linestyle description + ======================================================= ================ + ``'-'`` or ``'solid'`` solid line + ``'--'`` or ``'dashed'`` dashed line + ``'-.'`` or ``'dashdot'`` dash-dotted line + ``':'`` or ``'dotted'`` dotted line + ``''`` or ``'none'`` (discouraged: ``'None'``, ``' '``) draw nothing + ======================================================= ================ - where ``onoffseq`` is an even length tuple of on and off ink in points. + - A tuple describing the start position and lengths of dashes and spaces: - Parameters - ---------- - ls : {'-', '--', '-.', ':', '', (offset, on-off-seq), ...} - The line style. + (offset, onoffseq) + + where + + - *offset* is a float specifying the offset (in points); i.e. how much + is the dash pattern shifted. + - *onoffseq* is a sequence of on and off ink in points. There can be + arbitrary many pairs of on and off values. + + Example: The tuple ``(0, (10, 5, 1, 5))`` means that the pattern starts + at the beginning of the line. It draws a 10 point long dash, + then a 5 point long space, then a 1 point long dash, followed by a 5 point + long space, and then the pattern repeats. + + For examples see :doc:`/gallery/lines_bars_and_markers/linestyles`. """ self._shared_setter('linestyle', ls) diff --git a/lib/matplotlib/lines.py b/lib/matplotlib/lines.py index 49560925b082..7c374843b5c1 100644 --- a/lib/matplotlib/lines.py +++ b/lib/matplotlib/lines.py @@ -1149,7 +1149,7 @@ def set_linestyle(self, ls): Parameters ---------- - ls : {'-', '--', '-.', ':', '', (offset, on-off-seq), ...} + ls : {'-', '--', '-.', ':', '', ...} or (offset, on-off-seq) Possible values: - A string: @@ -1164,13 +1164,23 @@ def set_linestyle(self, ls): ``''`` or ``'none'`` (discouraged: ``'None'``, ``' '``) draw nothing ======================================================= ================ - - Alternatively a dash tuple of the following form can be - provided:: + - A tuple describing the start position and lengths of dashes and spaces: (offset, onoffseq) - where ``onoffseq`` is an even length tuple of on and off ink - in points. See also :meth:`set_dashes`. + where + + - *offset* is a float specifying the offset (in points); i.e. how much + is the dash pattern shifted. + - *onoffseq* is a sequence of on and off ink in points. There can be + arbitrary many pairs of on and off values. + + Example: The tuple ``(0, (10, 5, 1, 5))`` means that the pattern starts + at the beginning of the line. It draws a 10 point long dash, + then a 5 point long space, then a 1 point long dash, followed by a 5 point + long space, and then the pattern repeats. + + See also :meth:`set_dashes`. For examples see :doc:`/gallery/lines_bars_and_markers/linestyles`. """ diff --git a/lib/matplotlib/patches.py b/lib/matplotlib/patches.py index 45def2df17b8..0c8d6b5fee15 100644 --- a/lib/matplotlib/patches.py +++ b/lib/matplotlib/patches.py @@ -468,26 +468,40 @@ def set_linestyle(self, ls): """ Set the patch linestyle. - ======================================================= ================ - linestyle description - ======================================================= ================ - ``'-'`` or ``'solid'`` solid line - ``'--'`` or ``'dashed'`` dashed line - ``'-.'`` or ``'dashdot'`` dash-dotted line - ``':'`` or ``'dotted'`` dotted line - ``''`` or ``'none'`` (discouraged: ``'None'``, ``' '``) draw nothing - ======================================================= ================ + Parameters + ---------- + ls : {'-', '--', '-.', ':', '', ...} or (offset, on-off-seq) + Possible values: - Alternatively a dash tuple of the following form can be provided:: + - A string: - (offset, onoffseq) + ======================================================= ================ + linestyle description + ======================================================= ================ + ``'-'`` or ``'solid'`` solid line + ``'--'`` or ``'dashed'`` dashed line + ``'-.'`` or ``'dashdot'`` dash-dotted line + ``':'`` or ``'dotted'`` dotted line + ``''`` or ``'none'`` (discouraged: ``'None'``, ``' '``) draw nothing + ======================================================= ================ - where ``onoffseq`` is an even length tuple of on and off ink in points. + - A tuple describing the start position and lengths of dashes and spaces: - Parameters - ---------- - ls : {'-', '--', '-.', ':', '', (offset, on-off-seq), ...} - The line style. + (offset, onoffseq) + + where + + - *offset* is a float specifying the offset (in points); i.e. how much + is the dash pattern shifted. + - *onoffseq* is a sequence of on and off ink in points. There can be + arbitrary many pairs of on and off values. + + Example: The tuple ``(0, (10, 5, 1, 5))`` means that the pattern starts + at the beginning of the line. It draws a 10 point long dash, + then a 5 point long space, then a 1 point long dash, followed by a 5 point + long space, and then the pattern repeats. + + For examples see :doc:`/gallery/lines_bars_and_markers/linestyles`. """ if ls is None: ls = "solid" From 5a245bab0d1d2dc5891a5719257a0372936fcc14 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Tue, 6 Jan 2026 12:55:44 +0100 Subject: [PATCH 115/329] DOC: Clarify data inputs for boxplot() and violinplot() --- lib/matplotlib/axes/_axes.py | 18 ++++++++++++------ lib/matplotlib/cbook.py | 8 ++++++-- 2 files changed, 18 insertions(+), 8 deletions(-) diff --git a/lib/matplotlib/axes/_axes.py b/lib/matplotlib/axes/_axes.py index a25e1f8f9f5a..2bdb6ffd6a3f 100644 --- a/lib/matplotlib/axes/_axes.py +++ b/lib/matplotlib/axes/_axes.py @@ -4325,10 +4325,12 @@ def boxplot(self, x, notch=None, sym=None, vert=None, Parameters ---------- - x : Array or a sequence of vectors. - The input data. If a 2D array, a boxplot is drawn for each column - in *x*. If a sequence of 1D arrays, a boxplot is drawn for each - array in *x*. + x : 1D array or sequence of 1D arrays or 2D array + The input data. Possible values: + + - 1D array: A single box is drawn. + - sequence of 1D arrays: A box is drawn for each array in the sequence. + - 2D array: A box is drawn for each column in the array. notch : bool, default: :rc:`boxplot.notch` Whether to draw a notched boxplot (`True`), or a rectangular @@ -8862,8 +8864,12 @@ def violinplot(self, dataset, positions=None, vert=None, Parameters ---------- - dataset : Array or a sequence of vectors. - The input data. + dataset : 1D array or sequence of 1D arrays or 2D array + The input data. Possible values: + + - 1D array: A single violin is drawn. + - sequence of 1D arrays: A violin is drawn for each array in the sequence. + - 2D array: A violin is drawn for each column in the array. positions : array-like, default: [1, 2, ..., n] The positions of the violins; i.e. coordinates on the x-axis for diff --git a/lib/matplotlib/cbook.py b/lib/matplotlib/cbook.py index a2a9e54792d9..2e416486baf4 100644 --- a/lib/matplotlib/cbook.py +++ b/lib/matplotlib/cbook.py @@ -1463,9 +1463,13 @@ def violin_stats(X, method=("GaussianKDE", "scott"), points=100, quantiles=None) Parameters ---------- - X : array-like + X : 1D array or sequence of 1D arrays or 2D array Sample data that will be used to produce the gaussian kernel density - estimates. Must have 2 or fewer dimensions. + estimates. Possible values: + + - 1D array: Statistics are computed for that array. + - sequence of 1D arrays: Statistics are computed for each array in the sequence. + - 2D array: Statistics are computed for each column in the array. method : (name, bw_method) or callable, The method used to calculate the kernel density estimate for each From a0b3aa6b6c388e3909e1e22e66243730ffe9f7a3 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 7 Jan 2026 16:08:35 +0000 Subject: [PATCH 116/329] Bump pypa/cibuildwheel from 3.3.0 to 3.3.1 in the actions group Bumps the actions group with 1 update: [pypa/cibuildwheel](https://github.com/pypa/cibuildwheel). Updates `pypa/cibuildwheel` from 3.3.0 to 3.3.1 - [Release notes](https://github.com/pypa/cibuildwheel/releases) - [Changelog](https://github.com/pypa/cibuildwheel/blob/main/docs/changelog.md) - [Commits](https://github.com/pypa/cibuildwheel/compare/63fd63b352a9a8bdcc24791c9dbee952ee9a8abc...298ed2fb2c105540f5ed055e8a6ad78d82dd3a7e) --- updated-dependencies: - dependency-name: pypa/cibuildwheel dependency-version: 3.3.1 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: actions ... Signed-off-by: dependabot[bot] --- .github/workflows/cibuildwheel.yml | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/.github/workflows/cibuildwheel.yml b/.github/workflows/cibuildwheel.yml index 6920b4cee2de..fd8dc309a61c 100644 --- a/.github/workflows/cibuildwheel.yml +++ b/.github/workflows/cibuildwheel.yml @@ -143,7 +143,7 @@ jobs: path: dist/ - name: Build wheels for CPython 3.14 - uses: pypa/cibuildwheel@63fd63b352a9a8bdcc24791c9dbee952ee9a8abc # v3.3.0 + uses: pypa/cibuildwheel@298ed2fb2c105540f5ed055e8a6ad78d82dd3a7e # v3.3.1 with: package-dir: dist/${{ needs.build_sdist.outputs.SDIST_NAME }} env: @@ -153,7 +153,7 @@ jobs: CIBW_MANYLINUX_X86_64_IMAGE: manylinux_2_28 - name: Build wheels for CPython 3.13 - uses: pypa/cibuildwheel@63fd63b352a9a8bdcc24791c9dbee952ee9a8abc # v3.3.0 + uses: pypa/cibuildwheel@298ed2fb2c105540f5ed055e8a6ad78d82dd3a7e # v3.3.1 with: package-dir: dist/${{ needs.build_sdist.outputs.SDIST_NAME }} env: @@ -162,7 +162,7 @@ jobs: CIBW_ARCHS: ${{ matrix.cibw_archs }} - name: Build wheels for CPython 3.12 - uses: pypa/cibuildwheel@63fd63b352a9a8bdcc24791c9dbee952ee9a8abc # v3.3.0 + uses: pypa/cibuildwheel@298ed2fb2c105540f5ed055e8a6ad78d82dd3a7e # v3.3.1 with: package-dir: dist/${{ needs.build_sdist.outputs.SDIST_NAME }} env: @@ -170,7 +170,7 @@ jobs: CIBW_ARCHS: ${{ matrix.cibw_archs }} - name: Build wheels for CPython 3.11 - uses: pypa/cibuildwheel@63fd63b352a9a8bdcc24791c9dbee952ee9a8abc # v3.3.0 + uses: pypa/cibuildwheel@298ed2fb2c105540f5ed055e8a6ad78d82dd3a7e # v3.3.1 with: package-dir: dist/${{ needs.build_sdist.outputs.SDIST_NAME }} env: @@ -178,7 +178,7 @@ jobs: CIBW_ARCHS: ${{ matrix.cibw_archs }} - name: Build wheels for PyPy - uses: pypa/cibuildwheel@63fd63b352a9a8bdcc24791c9dbee952ee9a8abc # v3.3.0 + uses: pypa/cibuildwheel@298ed2fb2c105540f5ed055e8a6ad78d82dd3a7e # v3.3.1 with: package-dir: dist/${{ needs.build_sdist.outputs.SDIST_NAME }} env: From 5d219d08d4827aa96cb23dd041f539260ce26468 Mon Sep 17 00:00:00 2001 From: "Albert Y. Shih" Date: Thu, 8 Jan 2026 10:35:20 -0500 Subject: [PATCH 117/329] Merge pull request #30824 from ayshih/segmentedbivarcolormap_fix Fixed bilinear interpolation for `SegmentedBivarColormap` --- .../next_api_changes/behavior/30824-AYS.rst | 6 ++ lib/matplotlib/_cm_bivar.py | 34 ++----- lib/matplotlib/colors.py | 41 ++++++--- .../bivariate_cmap_shapes.png | Bin 5157 -> 5084 bytes lib/matplotlib/tests/test_colors.py | 32 +++---- .../tests/test_multivariate_colormaps.py | 85 ++++++++++++------ 6 files changed, 115 insertions(+), 83 deletions(-) create mode 100644 doc/api/next_api_changes/behavior/30824-AYS.rst diff --git a/doc/api/next_api_changes/behavior/30824-AYS.rst b/doc/api/next_api_changes/behavior/30824-AYS.rst new file mode 100644 index 000000000000..a190bd537126 --- /dev/null +++ b/doc/api/next_api_changes/behavior/30824-AYS.rst @@ -0,0 +1,6 @@ +Bivariate colormaps now fully span the intended range of colors +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Bivariate colormaps generated by ``SegmentedBivarColormap`` (e.g., ``BiOrangeBlue``) +from a set of input colors now fully span that range of colors. There had been a bug +with the numerical interpolation such that the colormap did not actually include the +first or last colors. diff --git a/lib/matplotlib/_cm_bivar.py b/lib/matplotlib/_cm_bivar.py index 53c0d48d7d6c..688e243accda 100644 --- a/lib/matplotlib/_cm_bivar.py +++ b/lib/matplotlib/_cm_bivar.py @@ -1,9 +1,8 @@ -# auto-generated by https://github.com/trygvrad/multivariate_colormaps -# date: 2024-05-24 - import numpy as np from matplotlib.colors import SegmentedBivarColormap +# auto-generated by https://github.com/trygvrad/multivariate_colormaps +# date: 2024-05-24 BiPeak = np.array( [0.000, 0.674, 0.931, 0.000, 0.680, 0.922, 0.000, 0.685, 0.914, 0.000, 0.691, 0.906, 0.000, 0.696, 0.898, 0.000, 0.701, 0.890, 0.000, 0.706, @@ -1276,32 +1275,9 @@ ]).reshape((65, 65, 3)) BiOrangeBlue = np.array( - [0.000, 0.000, 0.000, 0.000, 0.062, 0.125, 0.000, 0.125, 0.250, 0.000, - 0.188, 0.375, 0.000, 0.250, 0.500, 0.000, 0.312, 0.625, 0.000, 0.375, - 0.750, 0.000, 0.438, 0.875, 0.000, 0.500, 1.000, 0.125, 0.062, 0.000, - 0.125, 0.125, 0.125, 0.125, 0.188, 0.250, 0.125, 0.250, 0.375, 0.125, - 0.312, 0.500, 0.125, 0.375, 0.625, 0.125, 0.438, 0.750, 0.125, 0.500, - 0.875, 0.125, 0.562, 1.000, 0.250, 0.125, 0.000, 0.250, 0.188, 0.125, - 0.250, 0.250, 0.250, 0.250, 0.312, 0.375, 0.250, 0.375, 0.500, 0.250, - 0.438, 0.625, 0.250, 0.500, 0.750, 0.250, 0.562, 0.875, 0.250, 0.625, - 1.000, 0.375, 0.188, 0.000, 0.375, 0.250, 0.125, 0.375, 0.312, 0.250, - 0.375, 0.375, 0.375, 0.375, 0.438, 0.500, 0.375, 0.500, 0.625, 0.375, - 0.562, 0.750, 0.375, 0.625, 0.875, 0.375, 0.688, 1.000, 0.500, 0.250, - 0.000, 0.500, 0.312, 0.125, 0.500, 0.375, 0.250, 0.500, 0.438, 0.375, - 0.500, 0.500, 0.500, 0.500, 0.562, 0.625, 0.500, 0.625, 0.750, 0.500, - 0.688, 0.875, 0.500, 0.750, 1.000, 0.625, 0.312, 0.000, 0.625, 0.375, - 0.125, 0.625, 0.438, 0.250, 0.625, 0.500, 0.375, 0.625, 0.562, 0.500, - 0.625, 0.625, 0.625, 0.625, 0.688, 0.750, 0.625, 0.750, 0.875, 0.625, - 0.812, 1.000, 0.750, 0.375, 0.000, 0.750, 0.438, 0.125, 0.750, 0.500, - 0.250, 0.750, 0.562, 0.375, 0.750, 0.625, 0.500, 0.750, 0.688, 0.625, - 0.750, 0.750, 0.750, 0.750, 0.812, 0.875, 0.750, 0.875, 1.000, 0.875, - 0.438, 0.000, 0.875, 0.500, 0.125, 0.875, 0.562, 0.250, 0.875, 0.625, - 0.375, 0.875, 0.688, 0.500, 0.875, 0.750, 0.625, 0.875, 0.812, 0.750, - 0.875, 0.875, 0.875, 0.875, 0.938, 1.000, 1.000, 0.500, 0.000, 1.000, - 0.562, 0.125, 1.000, 0.625, 0.250, 1.000, 0.688, 0.375, 1.000, 0.750, - 0.500, 1.000, 0.812, 0.625, 1.000, 0.875, 0.750, 1.000, 0.938, 0.875, - 1.000, 1.000, 1.000, - ]).reshape((9, 9, 3)) + [0.0, 0.0, 0.0, 0.0, 0.5, 1.0, + 1.0, 0.5, 0.0, 1.0, 1.0, 1.0, + ]).reshape((2, 2, 3)) cmaps = { "BiPeak": SegmentedBivarColormap( diff --git a/lib/matplotlib/colors.py b/lib/matplotlib/colors.py index 47e6cd1a2b89..c5dd5d3b13fe 100644 --- a/lib/matplotlib/colors.py +++ b/lib/matplotlib/colors.py @@ -55,7 +55,7 @@ import matplotlib as mpl import numpy as np -from matplotlib import _api, _cm, cbook, scale, _image +from matplotlib import _api, _cm, cbook, scale from ._color_data import BASE_COLORS, TABLEAU_COLORS, CSS4_COLORS, XKCD_COLORS @@ -2212,16 +2212,37 @@ def __init__(self, patch, N=256, shape='square', origin=(0, 0), super().__init__(N, N, shape, origin, name=name) def _init(self): + # Perform bilinear interpolation + s = self.patch.shape - _patch = np.empty((s[0], s[1], 4)) - _patch[:, :, :3] = self.patch - _patch[:, :, 3] = 1 - transform = mpl.transforms.Affine2D().translate(-0.5, -0.5)\ - .scale(self.N / (s[1] - 1), self.N / (s[0] - 1)) - self._lut = np.empty((self.N, self.N, 4)) - - _image.resample(_patch, self._lut, transform, _image.BILINEAR, - resample=False, alpha=1) + + # Indices (whole and fraction) of the new grid points + row = np.linspace(0, s[0] - 1, self.N)[:, np.newaxis] + col = np.linspace(0, s[1] - 1, self.N)[np.newaxis, :] + left = row.astype(int) # floor not needed because all values are nonnegative + top = col.astype(int) # floor not needed because all values are nonnegative + row_frac = (row - left)[:, :, np.newaxis] + col_frac = (col - top)[:, :, np.newaxis] + + # Indices of the next edges, clipping where needed + right = np.clip(left + 1, 0, s[0] - 1) + bottom = np.clip(top + 1, 0, s[1] - 1) + + # Values at the corners + tl = self.patch[left, top, :] + tr = self.patch[right, top, :] + bl = self.patch[left, bottom, :] + br = self.patch[right, bottom, :] + + # Interpolate between the corners + lut = (tl * (1 - row_frac) * (1 - col_frac) + + tr * row_frac * (1 - col_frac) + + bl * (1 - row_frac) * col_frac + + br * row_frac * col_frac) + + # Add the alpha channel + self._lut = np.concatenate([lut, np.ones((self.N, self.N, 1))], axis=2) + self._isinit = True diff --git a/lib/matplotlib/tests/baseline_images/test_multivariate_colormaps/bivariate_cmap_shapes.png b/lib/matplotlib/tests/baseline_images/test_multivariate_colormaps/bivariate_cmap_shapes.png index 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z+BkP2G;eAtytHpFzh1TW>PhNWu>il=F&zsB!l)ZtXLvnCvXmK%`X(^b?^g;*@s%wUlI8q5!06E(a0xRnK$)AKn49b5j|`^WQi`4(-{Svl$!n~E9@z_S zB8vGM>Li4`KiW)DF*{q0+bSHKd8qKPKxEbW{)T|iXls=)Os;#xoDK! zuilx?qE7R+sU`KqQ=dM~$B{U?b%p#p{`e`cU+^kNrdWcV$=Fpv7@e4-)0ov*@$SkA z-ksoY+fX!W8aE-;8f!T%Y$ul~z1W5%Z7!xDI$eXHK4(h3d{<4cD=pJ3MPTUK<-e!< zs4AHIbQ=n(tJs1h3))aZ-b}^dBM95=Epiz-95{8D<=v749HVp~KWCM&V9*Nvf_|UD zCf@3#v`O@8VibeYxw(0FEo@0QA|e8hp1Wz7D vp0ob#c;Q!X*!=x;`=5W(|JCW!J@H=m_ojV*YCSK2K|rtz))v+0Za?^Mik4j< diff --git a/lib/matplotlib/tests/test_colors.py b/lib/matplotlib/tests/test_colors.py index a5c7a14bf9d5..985a7b024ed4 100644 --- a/lib/matplotlib/tests/test_colors.py +++ b/lib/matplotlib/tests/test_colors.py @@ -2132,30 +2132,30 @@ def test_colorizer_multinorm_implicit(): # test call with two single values data = [0.1, 0.2] - res = (0.10009765625, 0.1510859375, 0.20166015625, 1.0) + res = (0.098039, 0.149020, 0.2, 1.0) assert_array_almost_equal(ca.to_rgba(data), res) # test call with two 1d arrays data = [[0.1, 0.2], [0.3, 0.4]] - res = [[0.10009766, 0.19998877, 0.29931641, 1.], - [0.20166016, 0.30098633, 0.40087891, 1.]] + res = [[0.09803922, 0.19803922, 0.29803922, 1.], + [0.2, 0.3, 0.4, 1.]] assert_array_almost_equal(ca.to_rgba(data), res) # test call with two 2d arrays data = [np.linspace(0, 1, 12).reshape(3, 4), np.linspace(1, 0, 12).reshape(3, 4)] - res = np.array([[[0.00244141, 0.50048437, 0.99853516, 1.], - [0.09228516, 0.50048437, 0.90869141, 1.], - [0.18212891, 0.50048437, 0.81884766, 1.], - [0.27197266, 0.50048437, 0.72900391, 1.]], - [[0.36572266, 0.50048437, 0.63525391, 1.], - [0.45556641, 0.50048438, 0.54541016, 1.], - [0.54541016, 0.50048438, 0.45556641, 1.], - [0.63525391, 0.50048437, 0.36572266, 1.]], - [[0.72900391, 0.50048437, 0.27197266, 1.], - [0.81884766, 0.50048437, 0.18212891, 1.], - [0.90869141, 0.50048437, 0.09228516, 1.], - [0.99853516, 0.50048437, 0.00244141, 1.]]]) + res = np.array([[[0., 0.5, 1., 1.], + [0.09019608, 0.5, 0.90980392, 1.], + [0.18039216, 0.5, 0.81960784, 1.], + [0.27058824, 0.5, 0.72941176, 1.]], + [[0.36470588, 0.5, 0.63529412, 1.], + [0.45490196, 0.5, 0.54509804, 1.], + [0.54509804, 0.5, 0.45490196, 1.], + [0.63529412, 0.5, 0.36470588, 1.]], + [[0.72941176, 0.5, 0.27058824, 1.], + [0.81960784, 0.5, 0.18039216, 1.], + [0.90980392, 0.5, 0.09019608, 1.], + [1., 0.5, 0., 1.]]]) assert_array_almost_equal(ca.to_rgba(data), res) with pytest.raises(ValueError, match=("This MultiNorm has 2 components, " @@ -2196,7 +2196,7 @@ def test_colorizer_multinorm_explicit(): # test call with two single values data = [0.1, 0.2] - res = (0.100098, 0.375492, 0.650879, 1.) + res = (0.098039, 0.374510, 0.65098, 1.) assert_array_almost_equal(ca.to_rgba(data), res) diff --git a/lib/matplotlib/tests/test_multivariate_colormaps.py b/lib/matplotlib/tests/test_multivariate_colormaps.py index 81a2e6adeb35..592058212a24 100644 --- a/lib/matplotlib/tests/test_multivariate_colormaps.py +++ b/lib/matplotlib/tests/test_multivariate_colormaps.py @@ -212,9 +212,26 @@ def test_multivar_resample(): def test_bivar_cmap_call_tuple(): cmap = mpl.bivar_colormaps['BiOrangeBlue'] - assert_allclose(cmap((1.0, 1.0)), (1, 1, 1, 1), atol=0.01) - assert_allclose(cmap((0.0, 0.0)), (0, 0, 0, 1), atol=0.1) - assert_allclose(cmap((0.0, 0.0), alpha=0.1), (0, 0, 0, 0.1), atol=0.1) + assert_allclose(cmap((1.0, 1.0)), (1, 1, 1, 1)) + assert_allclose(cmap((0.0, 0.0)), (0, 0, 0, 1)) + assert_allclose(cmap((0.2, 0.8)), (0.2, 0.5, 0.8, 1)) + assert_allclose(cmap((0.0, 0.0), alpha=0.1), (0, 0, 0, 0.1)) + + +def test_bivar_cmap_lut_smooth(): + cmap = mpl.bivar_colormaps['BiOrangeBlue'] + + assert_allclose(cmap.lut[:, 0, 0], np.linspace(0, 1, 256)) + assert_allclose(cmap.lut[:, 255, 0], np.linspace(0, 1, 256)) + assert_allclose(cmap.lut[:, 0, 1], np.linspace(0, 0.5, 256)) + assert_allclose(cmap.lut[:, 153, 1], np.linspace(0.3, 0.8, 256)) + assert_allclose(cmap.lut[:, 255, 1], np.linspace(0.5, 1, 256)) + + assert_allclose(cmap.lut[0, :, 1], np.linspace(0, 0.5, 256)) + assert_allclose(cmap.lut[102, :, 1], np.linspace(0.2, 0.7, 256)) + assert_allclose(cmap.lut[255, :, 1], np.linspace(0.5, 1, 256)) + assert_allclose(cmap.lut[0, :, 2], np.linspace(0, 1, 256)) + assert_allclose(cmap.lut[255, :, 2], np.linspace(0, 1, 256)) def test_bivar_cmap_call(): @@ -312,20 +329,36 @@ def test_bivar_cmap_call(): match="only implemented for use with with floats"): cs = cmap([(0, 5, 9, 0, 0, 9), (0, 0, 0, 5, 11, 11)]) - # test origin - cmap = mpl.bivar_colormaps['BiOrangeBlue'].with_extremes(origin=(0.5, 0.5)) - assert_allclose(cmap[0](0.5), - (0.50244140625, 0.5024222412109375, 0.50244140625, 1)) - assert_allclose(cmap[1](0.5), - (0.50244140625, 0.5024222412109375, 0.50244140625, 1)) - cmap = mpl.bivar_colormaps['BiOrangeBlue'].with_extremes(origin=(1, 1)) - assert_allclose(cmap[0](1.), - (0.99853515625, 0.9985467529296875, 0.99853515625, 1.0)) - assert_allclose(cmap[1](1.), - (0.99853515625, 0.9985467529296875, 0.99853515625, 1.0)) + +def test_bivar_cmap_1d_origin(): + """ + Test getting 1D colormaps with different origins + """ + cmap0 = mpl.bivar_colormaps['BiOrangeBlue'] + assert_allclose(cmap0[0].colors[:, 0], np.linspace(0, 1, 256)) + assert_allclose(cmap0[0].colors[:, 1], np.linspace(0, 0.5, 256)) + assert_allclose(cmap0[0].colors[:, 2], 0) + assert_allclose(cmap0[1].colors[:, 0], 0) + assert_allclose(cmap0[1].colors[:, 1], np.linspace(0, 0.5, 256)) + assert_allclose(cmap0[1].colors[:, 2], np.linspace(0, 1, 256)) + + cmap1 = cmap0.with_extremes(origin=(0, 1)) + assert_allclose(cmap1[0].colors[:, 0], np.linspace(0, 1, 256)) + assert_allclose(cmap1[0].colors[:, 1], np.linspace(0.5, 1, 256)) + assert_allclose(cmap1[0].colors[:, 2], 1) + assert_allclose(cmap1[1].colors, cmap0[1].colors) + + cmap2 = cmap0.with_extremes(origin=(0.2, 0.4)) + assert_allclose(cmap2[0].colors[:, 0], np.linspace(0, 1, 256)) + assert_allclose(cmap2[0].colors[:, 1], np.linspace(0.2, 0.7, 256)) + assert_allclose(cmap2[0].colors[:, 2], 0.4) + assert_allclose(cmap2[1].colors[:, 0], 0.2) + assert_allclose(cmap2[1].colors[:, 1], np.linspace(0.1, 0.6, 256)) + assert_allclose(cmap2[1].colors[:, 2], np.linspace(0, 1, 256)) + with pytest.raises(KeyError, match="only 0 or 1 are valid keys"): - cs = cmap[2] + cs = cmap0[2] def test_bivar_getitem(): @@ -433,22 +466,18 @@ def test_bivar_cmap_from_image(): def test_bivar_resample(): - cmap = mpl.bivar_colormaps['BiOrangeBlue'].resampled((2, 2)) - assert_allclose(cmap((0.25, 0.25)), (0, 0, 0, 1), atol=1e-2) - - cmap = mpl.bivar_colormaps['BiOrangeBlue'].resampled((-2, 2)) - assert_allclose(cmap((0.25, 0.25)), (1., 0.5, 0., 1.), atol=1e-2) + cmap = mpl.bivar_colormaps['BiOrangeBlue'] - cmap = mpl.bivar_colormaps['BiOrangeBlue'].resampled((2, -2)) - assert_allclose(cmap((0.25, 0.25)), (0., 0.5, 1., 1.), atol=1e-2) + assert_allclose(cmap.resampled((2, 2))((0.25, 0.25)), (0, 0, 0, 1)) + assert_allclose(cmap.resampled((-2, 2))((0.25, 0.25)), (1., 0.5, 0., 1.)) + assert_allclose(cmap.resampled((2, -2))((0.25, 0.25)), (0., 0.5, 1., 1.)) + assert_allclose(cmap.resampled((-2, -2))((0.25, 0.25)), (1, 1, 1, 1)) - cmap = mpl.bivar_colormaps['BiOrangeBlue'].resampled((-2, -2)) - assert_allclose(cmap((0.25, 0.25)), (1, 1, 1, 1), atol=1e-2) + assert_allclose(cmap((0.8, 0.4)), (0.8, 0.6, 0.4, 1.)) + assert_allclose(cmap.reversed()((1 - 0.8, 1 - 0.4)), (0.8, 0.6, 0.4, 1.)) - cmap = mpl.bivar_colormaps['BiOrangeBlue'].reversed() - assert_allclose(cmap((0.25, 0.25)), (0.748535, 0.748547, 0.748535, 1.), atol=1e-2) - cmap = mpl.bivar_colormaps['BiOrangeBlue'].transposed() - assert_allclose(cmap((0.25, 0.25)), (0.252441, 0.252422, 0.252441, 1.), atol=1e-2) + assert_allclose(cmap((0.6, 0.2)), (0.6, 0.4, 0.2, 1.)) + assert_allclose(cmap.transposed()((0.2, 0.6)), (0.6, 0.4, 0.2, 1.)) with pytest.raises(ValueError, match="lutshape must be of length"): cmap = cmap.resampled(4) From 71bb56fde11d15608f869ba655c0aa00311ac5bf Mon Sep 17 00:00:00 2001 From: "Albert Y. Shih" Date: Wed, 18 Jun 2025 00:10:34 -0400 Subject: [PATCH 118/329] Fix bugs in the calculation of the weight array --- extern/agg24-svn/include/agg_image_filters.h | 14 ++++++++++++++ extern/agg24-svn/src/agg_image_filters.cpp | 2 ++ lib/matplotlib/tests/test_image.py | 19 +++++++++++++------ 3 files changed, 29 insertions(+), 6 deletions(-) diff --git a/extern/agg24-svn/include/agg_image_filters.h b/extern/agg24-svn/include/agg_image_filters.h index 8e1bc8f0dba4..f3984a9faa9d 100644 --- a/extern/agg24-svn/include/agg_image_filters.h +++ b/extern/agg24-svn/include/agg_image_filters.h @@ -20,6 +20,8 @@ #ifndef AGG_IMAGE_FILTERS_INCLUDED #define AGG_IMAGE_FILTERS_INCLUDED +#define MPL_FIX_IMAGE_FILTER_LUT_BUGS + #include "agg_array.h" #include "agg_math.h" @@ -53,6 +55,7 @@ namespace agg double r = filter.radius(); realloc_lut(r); unsigned i; +#ifndef MPL_FIX_IMAGE_FILTER_LUT_BUGS unsigned pivot = diameter() << (image_subpixel_shift - 1); for(i = 0; i < pivot; i++) { @@ -63,6 +66,17 @@ namespace agg } unsigned end = (diameter() << image_subpixel_shift) - 1; m_weight_array[0] = m_weight_array[end]; +#else + unsigned pivot = (diameter() << (image_subpixel_shift - 1)) - 1; + for(i = 0; i <= pivot + 1; i++) + { + double x = double(i) / double(image_subpixel_scale); + double y = filter.calc_weight(x); + int16 value = iround(y * image_filter_scale); + m_weight_array[pivot + i] = value; + if(i <= pivot) m_weight_array[pivot - i] = value; + } +#endif if(normalization) { normalize(); diff --git a/extern/agg24-svn/src/agg_image_filters.cpp b/extern/agg24-svn/src/agg_image_filters.cpp index 549d9adbf5af..93a6ae260d4b 100644 --- a/extern/agg24-svn/src/agg_image_filters.cpp +++ b/extern/agg24-svn/src/agg_image_filters.cpp @@ -88,6 +88,7 @@ namespace agg } } +#ifndef MPL_FIX_IMAGE_FILTER_LUT_BUGS unsigned pivot = m_diameter << (image_subpixel_shift - 1); for(i = 0; i < pivot; i++) @@ -96,6 +97,7 @@ namespace agg } unsigned end = (diameter() << image_subpixel_shift) - 1; m_weight_array[0] = m_weight_array[end]; +#endif } diff --git a/lib/matplotlib/tests/test_image.py b/lib/matplotlib/tests/test_image.py index 9b598fbf7193..e6d9beed0234 100644 --- a/lib/matplotlib/tests/test_image.py +++ b/lib/matplotlib/tests/test_image.py @@ -1663,19 +1663,26 @@ def test__resample_valid_output(): [(np.array([[0.1, 0.3, 0.2]]), mimage.NEAREST, np.array([[0.1, 0.1, 0.1, 0.3, 0.3, 0.3, 0.3, 0.2, 0.2, 0.2]])), (np.array([[0.1, 0.3, 0.2]]), mimage.BILINEAR, - np.array([[0.1, 0.1, 0.15078125, 0.21096191, 0.27033691, - 0.28476562, 0.2546875, 0.22460938, 0.20002441, 0.20002441]])), + np.array([[0.1, 0.1, 0.15, 0.21, 0.27, 0.285, 0.255, 0.225, 0.2, 0.2]])), + (np.array([[0.1, 0.9]]), mimage.BILINEAR, + np.array([[0.1, 0.1, 0.1, 0.1, 0.1, 0.14, 0.22, 0.3, 0.38, 0.46, + 0.54, 0.62, 0.7, 0.78, 0.86, 0.9, 0.9, 0.9, 0.9, 0.9]])), + (np.array([[0.1, 0.1]]), mimage.BILINEAR, np.full((1, 10), 0.1)), ] ) def test_resample_nonaffine(data, interpolation, expected): - # Test that equivalent affine and nonaffine transforms resample the same + # Test that both affine and nonaffine transforms resample to the correct answer + + # If the array is constant, the tolerance can be tight + # Otherwise, the tolerance is limited by the subpixel approach in the agg backend + atol = 0 if np.all(data == data.ravel()[0]) else 2e-3 # Create a simple affine transform for scaling the input array affine_transform = Affine2D().scale(sx=expected.shape[1] / data.shape[1], sy=1) affine_result = np.empty_like(expected) mimage.resample(data, affine_result, affine_transform, interpolation=interpolation) - assert_allclose(affine_result, expected) + assert_allclose(affine_result, expected, atol=atol) # Create a nonaffine version of the same transform # by compositing with a nonaffine identity transform @@ -1684,13 +1691,13 @@ class NonAffineIdentityTransform(Transform): output_dims = 2 def inverted(self): - return self + return self nonaffine_transform = NonAffineIdentityTransform() + affine_transform nonaffine_result = np.empty_like(expected) mimage.resample(data, nonaffine_result, nonaffine_transform, interpolation=interpolation) - assert_allclose(nonaffine_result, expected, atol=5e-3) + assert_allclose(nonaffine_result, expected, atol=atol) def test_axesimage_get_shape(): From ca634d515f8849f04f2ab70be4b5f403dd33aa8e Mon Sep 17 00:00:00 2001 From: "Albert Y. Shih" Date: Wed, 18 Jun 2025 00:20:54 -0400 Subject: [PATCH 119/329] Fix bug with using the distortion table for nonaffine transformations --- src/_image_resample.h | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/_image_resample.h b/src/_image_resample.h index 6b325c8aa14b..ad4c95573ac9 100644 --- a/src/_image_resample.h +++ b/src/_image_resample.h @@ -584,8 +584,8 @@ class lookup_distortion if (dx >= 0 && dx < m_out_width && dy >= 0 && dy < m_out_height) { const double *coord = m_mesh + (int(dy) * m_out_width + int(dx)) * 2; - *x = int(coord[0] * agg::image_subpixel_scale); - *y = int(coord[1] * agg::image_subpixel_scale); + *x = int(coord[0] * agg::image_subpixel_scale + 0.5); // round + *y = int(coord[1] * agg::image_subpixel_scale + 0.5); // round } } } From e2f1a5fb1e6f9aa4eb7f12eb59517bfb213ca84d Mon Sep 17 00:00:00 2001 From: "Albert Y. Shih" Date: Wed, 10 Sep 2025 23:36:56 -0400 Subject: [PATCH 120/329] Move macro-guard definition to meson.build --- extern/agg24-svn/include/agg_image_filters.h | 4 +--- extern/agg24-svn/src/agg_image_filters.cpp | 2 +- meson.build | 3 +++ 3 files changed, 5 insertions(+), 4 deletions(-) diff --git a/extern/agg24-svn/include/agg_image_filters.h b/extern/agg24-svn/include/agg_image_filters.h index f3984a9faa9d..162ec69b46bf 100644 --- a/extern/agg24-svn/include/agg_image_filters.h +++ b/extern/agg24-svn/include/agg_image_filters.h @@ -20,8 +20,6 @@ #ifndef AGG_IMAGE_FILTERS_INCLUDED #define AGG_IMAGE_FILTERS_INCLUDED -#define MPL_FIX_IMAGE_FILTER_LUT_BUGS - #include "agg_array.h" #include "agg_math.h" @@ -55,7 +53,7 @@ namespace agg double r = filter.radius(); realloc_lut(r); unsigned i; -#ifndef MPL_FIX_IMAGE_FILTER_LUT_BUGS +#ifndef MPL_FIX_AGG_IMAGE_FILTER_LUT_BUGS unsigned pivot = diameter() << (image_subpixel_shift - 1); for(i = 0; i < pivot; i++) { diff --git a/extern/agg24-svn/src/agg_image_filters.cpp b/extern/agg24-svn/src/agg_image_filters.cpp index 93a6ae260d4b..1571308be55a 100644 --- a/extern/agg24-svn/src/agg_image_filters.cpp +++ b/extern/agg24-svn/src/agg_image_filters.cpp @@ -88,7 +88,7 @@ namespace agg } } -#ifndef MPL_FIX_IMAGE_FILTER_LUT_BUGS +#ifndef MPL_FIX_AGG_IMAGE_FILTER_LUT_BUGS unsigned pivot = m_diameter << (image_subpixel_shift - 1); for(i = 0; i < pivot; i++) diff --git a/meson.build b/meson.build index 54249473fe8e..2fb9cf752ea8 100644 --- a/meson.build +++ b/meson.build @@ -31,6 +31,9 @@ project( ], ) +# Enable bug fixes in Agg +add_project_arguments('-DMPL_FIX_AGG_IMAGE_FILTER_LUT_BUGS', language : 'cpp') + cc = meson.get_compiler('c') cpp = meson.get_compiler('cpp') From 632e4e381ccdc14bfe405bfa50e635d7fa264369 Mon Sep 17 00:00:00 2001 From: "Albert Y. Shih" Date: Mon, 29 Sep 2025 09:58:39 -0400 Subject: [PATCH 121/329] Fix bug where the interpolation endpoint was one step further than correct --- extern/agg24-svn/include/agg_span_interpolator_linear.h | 8 ++++++++ meson.build | 1 + 2 files changed, 9 insertions(+) diff --git a/extern/agg24-svn/include/agg_span_interpolator_linear.h b/extern/agg24-svn/include/agg_span_interpolator_linear.h index ef10505ce11a..39cc7610b00c 100644 --- a/extern/agg24-svn/include/agg_span_interpolator_linear.h +++ b/extern/agg24-svn/include/agg_span_interpolator_linear.h @@ -53,6 +53,10 @@ namespace agg //---------------------------------------------------------------- void begin(double x, double y, unsigned len) { +#ifdef MPL_FIX_AGG_INTERPOLATION_ENDPOINT_BUG + len -= 1; +#endif + double tx; double ty; @@ -75,6 +79,10 @@ namespace agg //---------------------------------------------------------------- void resynchronize(double xe, double ye, unsigned len) { +#ifdef MPL_FIX_AGG_INTERPOLATION_ENDPOINT_BUG + len -= 1; +#endif + m_trans->transform(&xe, &ye); m_li_x = dda2_line_interpolator(m_li_x.y(), iround(xe * subpixel_scale), len); m_li_y = dda2_line_interpolator(m_li_y.y(), iround(ye * subpixel_scale), len); diff --git a/meson.build b/meson.build index 2fb9cf752ea8..47244656705f 100644 --- a/meson.build +++ b/meson.build @@ -33,6 +33,7 @@ project( # Enable bug fixes in Agg add_project_arguments('-DMPL_FIX_AGG_IMAGE_FILTER_LUT_BUGS', language : 'cpp') +add_project_arguments('-DMPL_FIX_AGG_INTERPOLATION_ENDPOINT_BUG', language : 'cpp') cc = meson.get_compiler('c') cpp = meson.get_compiler('cpp') From 072f1a4f36104af7f0c779434f5e53b00917dadf Mon Sep 17 00:00:00 2001 From: "Albert Y. Shih" Date: Mon, 29 Sep 2025 15:58:36 -0400 Subject: [PATCH 122/329] Adjust test to use the downsampled image as reference --- lib/matplotlib/tests/test_image.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/lib/matplotlib/tests/test_image.py b/lib/matplotlib/tests/test_image.py index e6d9beed0234..aa9ec110b179 100644 --- a/lib/matplotlib/tests/test_image.py +++ b/lib/matplotlib/tests/test_image.py @@ -1604,8 +1604,8 @@ def test_large_image(fig_test, fig_ref, dim, size, msg, origin): 'accurately displayed.'): fig_test.canvas.draw() - array = np.zeros((1, 2)) - array[:, 1] = 1 + array = np.zeros((1, size // 2 + 1)) + array[:, array.size // 2:] = 1 if dim == 'col': array = array.T im = ax_ref.imshow(array, vmin=0, vmax=1, aspect='auto', From 7b591870a63956ce284034f8708652594bd06dc9 Mon Sep 17 00:00:00 2001 From: "Albert Y. Shih" Date: Thu, 10 Jul 2025 16:29:56 -0400 Subject: [PATCH 123/329] Loosen tolerances for text-only image differences --- lib/matplotlib/tests/test_axes.py | 18 ++++++++++------ lib/matplotlib/tests/test_colorbar.py | 6 ++++-- lib/matplotlib/tests/test_contour.py | 6 ++++-- lib/matplotlib/tests/test_dates.py | 12 +++++++---- lib/matplotlib/tests/test_figure.py | 12 +++++++---- lib/matplotlib/tests/test_polar.py | 6 ++++-- lib/matplotlib/tests/test_text.py | 21 ++++++++++++------- lib/matplotlib/tests/test_units.py | 6 ++++-- lib/matplotlib/tests/test_usetex.py | 3 ++- .../axisartist/tests/test_axis_artist.py | 9 +++++--- .../axisartist/tests/test_axislines.py | 9 +++++--- .../tests/test_grid_helper_curvelinear.py | 5 +++-- lib/mpl_toolkits/mplot3d/tests/test_axes3d.py | 9 +++++--- 13 files changed, 81 insertions(+), 41 deletions(-) diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py index 88bc9932de07..e55e02d2ee27 100644 --- a/lib/matplotlib/tests/test_axes.py +++ b/lib/matplotlib/tests/test_axes.py @@ -239,8 +239,9 @@ def test_matshow(fig_test, fig_ref): ax_ref.xaxis.set_ticks_position('both') +# TODO: tighten tolerance after baseline image is regenerated for text overhaul @image_comparison([f'formatter_ticker_{i:03d}.png' for i in range(1, 6)], - tol=0 if platform.machine() == 'x86_64' else 0.031) + tol=0.02 if platform.machine() == 'x86_64' else 0.04) def test_formatter_ticker(): import matplotlib.testing.jpl_units as units units.register() @@ -809,7 +810,8 @@ def test_annotate_signature(): assert p1 == p2 -@image_comparison(['fill_units.png'], savefig_kwarg={'dpi': 60}) +# TODO: tighten tolerance after baseline image is regenerated for text overhaul +@image_comparison(['fill_units.png'], savefig_kwarg={'dpi': 60}, tol=0.2) def test_fill_units(): import matplotlib.testing.jpl_units as units units.register() @@ -1516,7 +1518,8 @@ def test_pcolormesh_log_scale(fig_test, fig_ref): ax.set_xscale('log') -@image_comparison(['pcolormesh_datetime_axis.png'], style='mpl20') +# TODO: tighten tolerance after baseline image is regenerated for text overhaul +@image_comparison(['pcolormesh_datetime_axis.png'], style='mpl20', tol=0.3) def test_pcolormesh_datetime_axis(): # Remove this line when this test image is regenerated. plt.rcParams['pcolormesh.snap'] = False @@ -1544,7 +1547,8 @@ def test_pcolormesh_datetime_axis(): label.set_rotation(30) -@image_comparison(['pcolor_datetime_axis.png'], style='mpl20') +# TODO: tighten tolerance after baseline image is regenerated for text overhaul +@image_comparison(['pcolor_datetime_axis.png'], style='mpl20', tol=0.3) def test_pcolor_datetime_axis(): fig = plt.figure() fig.subplots_adjust(hspace=0.4, top=0.98, bottom=.15) @@ -2762,7 +2766,8 @@ def test_stairs_options(): ax.legend(loc=0) -@image_comparison(['test_stairs_datetime.png']) +# TODO: tighten tolerance after baseline image is regenerated for text overhaul +@image_comparison(['test_stairs_datetime.png'], tol=0.2) def test_stairs_datetime(): f, ax = plt.subplots(constrained_layout=True) ax.stairs(np.arange(36), @@ -6501,7 +6506,8 @@ def test_pie_frame_grid(): plt.axis('equal') -@image_comparison(['pie_rotatelabels_true.png'], style='mpl20', tol=0.009) +# TODO: tighten tolerance after baseline image is regenerated for text overhaul +@image_comparison(['pie_rotatelabels_true.png'], style='mpl20', tol=0.1) def test_pie_rotatelabels_true(): # The slices will be ordered and plotted counter-clockwise. labels = 'Hogwarts', 'Frogs', 'Dogs', 'Logs' diff --git a/lib/matplotlib/tests/test_colorbar.py b/lib/matplotlib/tests/test_colorbar.py index 614c7ae5c20c..72e38d32e82f 100644 --- a/lib/matplotlib/tests/test_colorbar.py +++ b/lib/matplotlib/tests/test_colorbar.py @@ -152,6 +152,7 @@ def test_colorbar_extension_inverted_axis(orientation, extend, expected): assert len(cbar._extend_patches) == 1 +# TODO: tighten tolerance after baseline image is regenerated for text overhaul @pytest.mark.parametrize('use_gridspec', [True, False]) @image_comparison(['cbar_with_orientation', 'cbar_locationing', @@ -159,7 +160,7 @@ def test_colorbar_extension_inverted_axis(orientation, extend, expected): 'cbar_sharing', ], extensions=['png'], remove_text=True, - savefig_kwarg={'dpi': 40}) + savefig_kwarg={'dpi': 40}, tol=0.05) def test_colorbar_positioning(use_gridspec): # Remove this line when this test image is regenerated. plt.rcParams['pcolormesh.snap'] = False @@ -731,7 +732,8 @@ def test_colorbar_label(): assert cbar3.ax.get_xlabel() == 'horizontal cbar' -@image_comparison(['colorbar_keeping_xlabel.png'], style='mpl20') +# TODO: tighten tolerance after baseline image is regenerated for text overhaul +@image_comparison(['colorbar_keeping_xlabel.png'], style='mpl20', tol=0.03) def test_keeping_xlabel(): # github issue #23398 - xlabels being ignored in colorbar axis arr = np.arange(25).reshape((5, 5)) diff --git a/lib/matplotlib/tests/test_contour.py b/lib/matplotlib/tests/test_contour.py index 87e2d0ce182e..f397aee2c9c4 100644 --- a/lib/matplotlib/tests/test_contour.py +++ b/lib/matplotlib/tests/test_contour.py @@ -127,8 +127,9 @@ def test_contour_manual_moveto(): assert clabels[0].get_text() == "0" +# TODO: tighten tolerance after baseline image is regenerated for text overhaul @image_comparison(['contour_disconnected_segments'], - remove_text=True, style='mpl20', extensions=['png']) + remove_text=True, style='mpl20', extensions=['png'], tol=0.01) def test_contour_label_with_disconnected_segments(): x, y = np.mgrid[-1:1:21j, -1:1:21j] z = 1 / np.sqrt(0.01 + (x + 0.3) ** 2 + y ** 2) @@ -229,7 +230,8 @@ def test_lognorm_levels(n_levels): assert len(visible_levels) <= n_levels + 1 -@image_comparison(['contour_datetime_axis.png'], style='mpl20') +# TODO: tighten tolerance after baseline image is regenerated for text overhaul +@image_comparison(['contour_datetime_axis.png'], style='mpl20', tol=0.3) def test_contour_datetime_axis(): fig = plt.figure() fig.subplots_adjust(hspace=0.4, top=0.98, bottom=.15) diff --git a/lib/matplotlib/tests/test_dates.py b/lib/matplotlib/tests/test_dates.py index d5b47ac567b4..d3f64d73002e 100644 --- a/lib/matplotlib/tests/test_dates.py +++ b/lib/matplotlib/tests/test_dates.py @@ -152,7 +152,8 @@ def test_date_axhspan(): fig.subplots_adjust(left=0.25) -@image_comparison(['date_axvspan.png']) +# TODO: tighten tolerance after baseline image is regenerated for text overhaul +@image_comparison(['date_axvspan.png'], tol=0.07) def test_date_axvspan(): # test axvspan with date inputs t0 = datetime.datetime(2000, 1, 20) @@ -176,7 +177,8 @@ def test_date_axhline(): fig.subplots_adjust(left=0.25) -@image_comparison(['date_axvline.png']) +# TODO: tighten tolerance after baseline image is regenerated for text overhaul +@image_comparison(['date_axvline.png'], tol=0.09) def test_date_axvline(): # test axvline with date inputs t0 = datetime.datetime(2000, 1, 20) @@ -226,7 +228,8 @@ def wrapper(): return wrapper -@image_comparison(['RRuleLocator_bounds.png']) +# TODO: tighten tolerance after baseline image is regenerated for text overhaul +@image_comparison(['RRuleLocator_bounds.png'], tol=0.07) def test_RRuleLocator(): import matplotlib.testing.jpl_units as units units.register() @@ -270,7 +273,8 @@ def test_RRuleLocator_close_minmax(): assert list(map(str, mdates.num2date(loc.tick_values(d1, d2)))) == expected -@image_comparison(['DateFormatter_fractionalSeconds.png']) +# TODO: tighten tolerance after baseline image is regenerated for text overhaul +@image_comparison(['DateFormatter_fractionalSeconds.png'], tol=0.11) def test_DateFormatter(): import matplotlib.testing.jpl_units as units units.register() diff --git a/lib/matplotlib/tests/test_figure.py b/lib/matplotlib/tests/test_figure.py index e666a3b99f7f..95568d237b91 100644 --- a/lib/matplotlib/tests/test_figure.py +++ b/lib/matplotlib/tests/test_figure.py @@ -25,8 +25,9 @@ import matplotlib.dates as mdates +# TODO: tighten tolerance after baseline image is regenerated for text overhaul @image_comparison(['figure_align_labels'], extensions=['png', 'svg'], - tol=0 if platform.machine() == 'x86_64' else 0.01) + tol=0.1 if platform.machine() == 'x86_64' else 0.1) def test_align_labels(): fig = plt.figure(layout='tight') gs = gridspec.GridSpec(3, 3) @@ -66,9 +67,10 @@ def test_align_labels(): fig.align_labels() +# TODO: tighten tolerance after baseline image is regenerated for text overhaul @image_comparison(['figure_align_titles_tight.png', 'figure_align_titles_constrained.png'], - tol=0 if platform.machine() == 'x86_64' else 0.022, + tol=0.3 if platform.machine() == 'x86_64' else 0.04, style='mpl20') def test_align_titles(): for layout in ['tight', 'constrained']: @@ -320,7 +322,8 @@ def test_add_subplot_invalid(): fig.add_subplot(ax) -@image_comparison(['figure_suptitle.png']) +# TODO: tighten tolerance after baseline image is regenerated for text overhaul +@image_comparison(['figure_suptitle.png'], tol=0.02) def test_suptitle(): fig, _ = plt.subplots() fig.suptitle('hello', color='r') @@ -1396,8 +1399,9 @@ def test_subfigure_ss(): fig.suptitle('Figure suptitle', fontsize='xx-large') +# TODO: tighten tolerance after baseline image is regenerated for text overhaul @image_comparison(['test_subfigure_double.png'], style='mpl20', - savefig_kwarg={'facecolor': 'teal'}) + savefig_kwarg={'facecolor': 'teal'}, tol=0.02) def test_subfigure_double(): # test assigning the subfigure via subplotspec np.random.seed(19680801) diff --git a/lib/matplotlib/tests/test_polar.py b/lib/matplotlib/tests/test_polar.py index 4f9e63380490..4cbb099e3293 100644 --- a/lib/matplotlib/tests/test_polar.py +++ b/lib/matplotlib/tests/test_polar.py @@ -214,7 +214,8 @@ def test_polar_theta_position(): ax.set_theta_direction('clockwise') -@image_comparison(['polar_rlabel_position.png'], style='default') +# TODO: tighten tolerance after baseline image is regenerated for text overhaul +@image_comparison(['polar_rlabel_position.png'], style='default', tol=0.07) def test_polar_rlabel_position(): fig = plt.figure() ax = fig.add_subplot(projection='polar') @@ -229,7 +230,8 @@ def test_polar_title_position(): ax.set_title('foo') -@image_comparison(['polar_theta_wedge.png'], style='default') +# TODO: tighten tolerance after baseline image is regenerated for text overhaul +@image_comparison(['polar_theta_wedge.png'], style='default', tol=0.2) def test_polar_theta_limits(): r = np.arange(0, 3.0, 0.01) theta = 2*np.pi*r diff --git a/lib/matplotlib/tests/test_text.py b/lib/matplotlib/tests/test_text.py index 97b37b91f697..551adbedbc61 100644 --- a/lib/matplotlib/tests/test_text.py +++ b/lib/matplotlib/tests/test_text.py @@ -139,7 +139,8 @@ def test_multiline(): ax.set_yticks([]) -@image_comparison(['multiline2'], style='mpl20') +# TODO: tighten tolerance after baseline image is regenerated for text overhaul +@image_comparison(['multiline2'], style='mpl20', tol=0.05) def test_multiline2(): # Remove this line when this test image is regenerated. plt.rcParams['text.kerning_factor'] = 6 @@ -210,7 +211,8 @@ def test_antialiasing(): mpl.rcParams['text.antialiased'] = False # Should not affect existing text. -@image_comparison(['text_contains.png']) +# TODO: tighten tolerance after baseline image is regenerated for text overhaul +@image_comparison(['text_contains.png'], tol=0.05) def test_contains(): fig = plt.figure() ax = plt.axes() @@ -279,7 +281,8 @@ def test_titles(): ax.set_yticks([]) -@image_comparison(['text_alignment'], style='mpl20') +# TODO: tighten tolerance after baseline image is regenerated for text overhaul +@image_comparison(['text_alignment'], style='mpl20', tol=0.08) def test_alignment(): plt.figure() ax = plt.subplot(1, 1, 1) @@ -1132,8 +1135,9 @@ def test_empty_annotation_get_window_extent(): assert points[0, 1] == 50.0 +# TODO: tighten tolerance after baseline image is regenerated for text overhaul @image_comparison(baseline_images=['basictext_wrap'], - extensions=['png']) + extensions=['png'], tol=0.3) def test_basic_wrap(): fig = plt.figure() plt.axis([0, 10, 0, 10]) @@ -1149,8 +1153,9 @@ def test_basic_wrap(): plt.text(-1, 0, t, ha='left', rotation=-15, wrap=True) +# TODO: tighten tolerance after baseline image is regenerated for text overhaul @image_comparison(baseline_images=['fonttext_wrap'], - extensions=['png']) + extensions=['png'], tol=0.3) def test_font_wrap(): fig = plt.figure() plt.axis([0, 10, 0, 10]) @@ -1182,8 +1187,9 @@ def test_va_for_angle(): assert alignment in ['center', 'top', 'baseline'] +# TODO: tighten tolerance after baseline image is regenerated for text overhaul @image_comparison(baseline_images=['xtick_rotation_mode'], - remove_text=False, extensions=['png'], style='mpl20') + remove_text=False, extensions=['png'], style='mpl20', tol=0.3) def test_xtick_rotation_mode(): fig, ax = plt.subplots(figsize=(12, 1)) ax.set_yticks([]) @@ -1202,8 +1208,9 @@ def test_xtick_rotation_mode(): plt.subplots_adjust(left=0.01, right=0.99, top=.6, bottom=.4) +# TODO: tighten tolerance after baseline image is regenerated for text overhaul @image_comparison(baseline_images=['ytick_rotation_mode'], - remove_text=False, extensions=['png'], style='mpl20') + remove_text=False, extensions=['png'], style='mpl20', tol=0.3) def test_ytick_rotation_mode(): fig, ax = plt.subplots(figsize=(1, 12)) ax.set_xticks([]) diff --git a/lib/matplotlib/tests/test_units.py b/lib/matplotlib/tests/test_units.py index d2350667e94f..c13c54a101fc 100644 --- a/lib/matplotlib/tests/test_units.py +++ b/lib/matplotlib/tests/test_units.py @@ -80,8 +80,9 @@ def default_units(value, axis): # Tests that the conversion machinery works properly for classes that # work as a facade over numpy arrays (like pint) +# TODO: tighten tolerance after baseline image is regenerated for text overhaul @image_comparison(['plot_pint.png'], style='mpl20', - tol=0 if platform.machine() == 'x86_64' else 0.03) + tol=0.03 if platform.machine() == 'x86_64' else 0.04) def test_numpy_facade(quantity_converter): # use former defaults to match existing baseline image plt.rcParams['axes.formatter.limits'] = -7, 7 @@ -142,8 +143,9 @@ def test_jpl_bar_units(): ax.set_ylim([b - 1 * day, b + w[-1] + (1.001) * day]) +# TODO: tighten tolerance after baseline image is regenerated for text overhaul @image_comparison(['jpl_barh_units.png'], - savefig_kwarg={'dpi': 120}, style='mpl20') + savefig_kwarg={'dpi': 120}, style='mpl20', tol=0.02) def test_jpl_barh_units(): import matplotlib.testing.jpl_units as units units.register() diff --git a/lib/matplotlib/tests/test_usetex.py b/lib/matplotlib/tests/test_usetex.py index cd9f2597361b..78d9fd6cc948 100644 --- a/lib/matplotlib/tests/test_usetex.py +++ b/lib/matplotlib/tests/test_usetex.py @@ -226,8 +226,9 @@ def test_pdf_type1_font_subsetting(): _old_gs_version = True +# TODO: tighten tolerance after baseline image is regenerated for text overhaul @image_comparison(baseline_images=['rotation'], extensions=['eps', 'pdf', 'png', 'svg'], - style='mpl20', tol=3.91 if _old_gs_version else 0) + style='mpl20', tol=3.91 if _old_gs_version else 0.2) def test_rotation(): mpl.rcParams['text.usetex'] = True diff --git a/lib/mpl_toolkits/axisartist/tests/test_axis_artist.py b/lib/mpl_toolkits/axisartist/tests/test_axis_artist.py index d44a61b6dd4a..96d8a2cde0f3 100644 --- a/lib/mpl_toolkits/axisartist/tests/test_axis_artist.py +++ b/lib/mpl_toolkits/axisartist/tests/test_axis_artist.py @@ -24,7 +24,8 @@ def test_ticks(): ax.add_artist(ticks_out) -@image_comparison(['axis_artist_labelbase.png'], style='default') +# TODO: tighten tolerance after baseline image is regenerated for text overhaul +@image_comparison(['axis_artist_labelbase.png'], style='default', tol=0.02) def test_labelbase(): # Remove this line when this test image is regenerated. plt.rcParams['text.kerning_factor'] = 6 @@ -41,7 +42,8 @@ def test_labelbase(): ax.add_artist(label) -@image_comparison(['axis_artist_ticklabels.png'], style='default') +# TODO: tighten tolerance after baseline image is regenerated for text overhaul +@image_comparison(['axis_artist_ticklabels.png'], style='default', tol=0.03) def test_ticklabels(): # Remove this line when this test image is regenerated. plt.rcParams['text.kerning_factor'] = 6 @@ -76,7 +78,8 @@ def test_ticklabels(): ax.set_ylim(0, 1) -@image_comparison(['axis_artist.png'], style='default') +# TODO: tighten tolerance after baseline image is regenerated for text overhaul +@image_comparison(['axis_artist.png'], style='default', tol=0.03) def test_axis_artist(): # Remove this line when this test image is regenerated. plt.rcParams['text.kerning_factor'] = 6 diff --git a/lib/mpl_toolkits/axisartist/tests/test_axislines.py b/lib/mpl_toolkits/axisartist/tests/test_axislines.py index a1485d4f436b..a47ab2ea8a31 100644 --- a/lib/mpl_toolkits/axisartist/tests/test_axislines.py +++ b/lib/mpl_toolkits/axisartist/tests/test_axislines.py @@ -7,7 +7,8 @@ from mpl_toolkits.axisartist import Axes, SubplotHost -@image_comparison(['SubplotZero.png'], style='default') +# TODO: tighten tolerance after baseline image is regenerated for text overhaul +@image_comparison(['SubplotZero.png'], style='default', tol=0.02) def test_SubplotZero(): # Remove this line when this test image is regenerated. plt.rcParams['text.kerning_factor'] = 6 @@ -28,7 +29,8 @@ def test_SubplotZero(): ax.set_ylabel("Test") -@image_comparison(['Subplot.png'], style='default') +# TODO: tighten tolerance after baseline image is regenerated for text overhaul +@image_comparison(['Subplot.png'], style='default', tol=0.02) def test_Subplot(): # Remove this line when this test image is regenerated. plt.rcParams['text.kerning_factor'] = 6 @@ -130,7 +132,8 @@ def test_axisline_style_tight(): ax.axis[direction].set_visible(False) -@image_comparison(['subplotzero_ylabel.png'], style='mpl20') +# TODO: tighten tolerance after baseline image is regenerated for text overhaul +@image_comparison(['subplotzero_ylabel.png'], style='mpl20', tol=0.02) def test_subplotzero_ylabel(): fig = plt.figure() ax = fig.add_subplot(111, axes_class=SubplotZero) diff --git a/lib/mpl_toolkits/axisartist/tests/test_grid_helper_curvelinear.py b/lib/mpl_toolkits/axisartist/tests/test_grid_helper_curvelinear.py index 7d6554782fe6..ac31b8b30c97 100644 --- a/lib/mpl_toolkits/axisartist/tests/test_grid_helper_curvelinear.py +++ b/lib/mpl_toolkits/axisartist/tests/test_grid_helper_curvelinear.py @@ -76,7 +76,8 @@ def inverted(self): ax1.grid(True) -@image_comparison(['polar_box.png'], style='default', tol=0.04) +# TODO: tighten tolerance after baseline image is regenerated for text overhaul +@image_comparison(['polar_box.png'], style='default', tol=0.09) def test_polar_box(): fig = plt.figure(figsize=(5, 5)) @@ -136,7 +137,7 @@ def test_polar_box(): # Remove tol & kerning_factor when this test image is regenerated. -@image_comparison(['axis_direction.png'], style='default', tol=0.13) +@image_comparison(['axis_direction.png'], style='default', tol=0.15) def test_axis_direction(): plt.rcParams['text.kerning_factor'] = 6 diff --git a/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py b/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py index 546659d05177..387a2e6763ce 100644 --- a/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py +++ b/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py @@ -645,7 +645,8 @@ def test_surface3d(): fig.colorbar(surf, shrink=0.5, aspect=5) -@image_comparison(['surface3d_label_offset_tick_position.png'], style='mpl20') +# TODO: tighten tolerance after baseline image is regenerated for text overhaul +@image_comparison(['surface3d_label_offset_tick_position.png'], style='mpl20', tol=0.07) def test_surface3d_label_offset_tick_position(): plt.rcParams['axes3d.automargin'] = True # Remove when image is regenerated ax = plt.figure().add_subplot(projection="3d") @@ -741,7 +742,8 @@ def test_surface3d_masked_strides(): ax.view_init(60, -45, 0) -@mpl3d_image_comparison(['text3d.png'], remove_text=False, style='mpl20') +# TODO: tighten tolerance after baseline image is regenerated for text overhaul +@mpl3d_image_comparison(['text3d.png'], remove_text=False, style='mpl20', tol=0.1) def test_text3d(): fig = plt.figure() ax = fig.add_subplot(projection='3d') @@ -1120,8 +1122,9 @@ def test_poly3dCollection_autoscaling(): assert np.allclose(ax.get_zlim3d(), (-0.0833333333333333, 4.083333333333333)) +# TODO: tighten tolerance after baseline image is regenerated for text overhaul @mpl3d_image_comparison(['axes3d_labelpad.png'], - remove_text=False, style='mpl20') + remove_text=False, style='mpl20', tol=0.06) def test_axes3d_labelpad(): fig = plt.figure() ax = fig.add_axes(Axes3D(fig)) From 131648aa1218eabd2442485f9e9a86dfc0249577 Mon Sep 17 00:00:00 2001 From: "Albert Y. Shih" Date: Mon, 29 Sep 2025 14:59:10 -0400 Subject: [PATCH 124/329] Refactor bug fixes in the calculation of the weight array --- extern/agg24-svn/include/agg_image_filters.h | 15 ++++++--------- 1 file changed, 6 insertions(+), 9 deletions(-) diff --git a/extern/agg24-svn/include/agg_image_filters.h b/extern/agg24-svn/include/agg_image_filters.h index 162ec69b46bf..e5b813dfc8a6 100644 --- a/extern/agg24-svn/include/agg_image_filters.h +++ b/extern/agg24-svn/include/agg_image_filters.h @@ -56,6 +56,10 @@ namespace agg #ifndef MPL_FIX_AGG_IMAGE_FILTER_LUT_BUGS unsigned pivot = diameter() << (image_subpixel_shift - 1); for(i = 0; i < pivot; i++) +#else + unsigned pivot = (diameter() << (image_subpixel_shift - 1)) - 1; + for(i = 0; i < pivot + 1; i++) +#endif { double x = double(i) / double(image_subpixel_scale); double y = filter.calc_weight(x); @@ -63,17 +67,10 @@ namespace agg m_weight_array[pivot - i] = (int16)iround(y * image_filter_scale); } unsigned end = (diameter() << image_subpixel_shift) - 1; +#ifndef MPL_FIX_AGG_IMAGE_FILTER_LUT_BUGS m_weight_array[0] = m_weight_array[end]; #else - unsigned pivot = (diameter() << (image_subpixel_shift - 1)) - 1; - for(i = 0; i <= pivot + 1; i++) - { - double x = double(i) / double(image_subpixel_scale); - double y = filter.calc_weight(x); - int16 value = iround(y * image_filter_scale); - m_weight_array[pivot + i] = value; - if(i <= pivot) m_weight_array[pivot - i] = value; - } + m_weight_array[end] = (int16)iround(filter.calc_weight(diameter() / 2) * image_filter_scale); #endif if(normalization) { From acbedc617fb5572959dacc4417cc58140b2222df Mon Sep 17 00:00:00 2001 From: "Albert Y. Shih" Date: Wed, 8 Oct 2025 00:01:06 -0400 Subject: [PATCH 125/329] Support differing subpixel alignment for nonaffine distortion table --- lib/matplotlib/tests/test_image.py | 5 +++++ src/_image_resample.h | 18 ++++++++++++------ 2 files changed, 17 insertions(+), 6 deletions(-) diff --git a/lib/matplotlib/tests/test_image.py b/lib/matplotlib/tests/test_image.py index aa9ec110b179..18a9ae129585 100644 --- a/lib/matplotlib/tests/test_image.py +++ b/lib/matplotlib/tests/test_image.py @@ -1668,6 +1668,11 @@ def test__resample_valid_output(): np.array([[0.1, 0.1, 0.1, 0.1, 0.1, 0.14, 0.22, 0.3, 0.38, 0.46, 0.54, 0.62, 0.7, 0.78, 0.86, 0.9, 0.9, 0.9, 0.9, 0.9]])), (np.array([[0.1, 0.1]]), mimage.BILINEAR, np.full((1, 10), 0.1)), + # Test at the subpixel level + (np.array([[0.1, 0.9]]), mimage.BILINEAR, + np.concatenate([np.full(256, 0.1), + np.linspace(0.5, 256, 512).astype(int) / 256 * 0.8 + 0.1, + np.full(256, 0.9)]).reshape(1, -1)), ] ) def test_resample_nonaffine(data, interpolation, expected): diff --git a/src/_image_resample.h b/src/_image_resample.h index ad4c95573ac9..1b7af133de31 100644 --- a/src/_image_resample.h +++ b/src/_image_resample.h @@ -569,23 +569,28 @@ class lookup_distortion { public: lookup_distortion(const double *mesh, int in_width, int in_height, - int out_width, int out_height) : + int out_width, int out_height, bool edge_aligned_subpixels) : m_mesh(mesh), m_in_width(in_width), m_in_height(in_height), m_out_width(out_width), - m_out_height(out_height) + m_out_height(out_height), + m_edge_aligned_subpixels(edge_aligned_subpixels) {} void calculate(int* x, int* y) { if (m_mesh) { + // Nearest-neighbor interpolation needs edge-aligned subpixels + // All other interpolation approaches need center-aligned subpixels + double offset = m_edge_aligned_subpixels ? 0 : 0.5; + double dx = double(*x) / agg::image_subpixel_scale; double dy = double(*y) / agg::image_subpixel_scale; if (dx >= 0 && dx < m_out_width && dy >= 0 && dy < m_out_height) { const double *coord = m_mesh + (int(dy) * m_out_width + int(dx)) * 2; - *x = int(coord[0] * agg::image_subpixel_scale + 0.5); // round - *y = int(coord[1] * agg::image_subpixel_scale + 0.5); // round + *x = int(coord[0] * agg::image_subpixel_scale + offset); + *y = int(coord[1] * agg::image_subpixel_scale + offset); } } } @@ -596,6 +601,7 @@ class lookup_distortion int m_in_height; int m_out_width; int m_out_height; + bool m_edge_aligned_subpixels; }; @@ -781,7 +787,7 @@ void resample( using span_conv_t = agg::span_converter; using nn_renderer_t = agg::renderer_scanline_aa; lookup_distortion dist( - params.transform_mesh, in_width, in_height, out_width, out_height); + params.transform_mesh, in_width, in_height, out_width, out_height, true); arbitrary_interpolator_t interpolator(inverted, dist); span_gen_t span_gen(input_accessor, interpolator); span_conv_t span_conv(span_gen, conv_alpha); @@ -806,7 +812,7 @@ void resample( using span_conv_t = agg::span_converter; using int_renderer_t = agg::renderer_scanline_aa; lookup_distortion dist( - params.transform_mesh, in_width, in_height, out_width, out_height); + params.transform_mesh, in_width, in_height, out_width, out_height, false); arbitrary_interpolator_t interpolator(inverted, dist); span_gen_t span_gen(input_accessor, interpolator, filter); span_conv_t span_conv(span_gen, conv_alpha); From 86100aa3900f2a4c9b89ca6c57059f862ab6d019 Mon Sep 17 00:00:00 2001 From: "Albert Y. Shih" Date: Wed, 8 Oct 2025 00:02:45 -0400 Subject: [PATCH 126/329] Avoid affine code path when scaling will make subpixels visible --- lib/matplotlib/tests/test_image.py | 2 ++ src/_image_wrapper.cpp | 11 ++++++++--- 2 files changed, 10 insertions(+), 3 deletions(-) diff --git a/lib/matplotlib/tests/test_image.py b/lib/matplotlib/tests/test_image.py index 18a9ae129585..da7a198a2a94 100644 --- a/lib/matplotlib/tests/test_image.py +++ b/lib/matplotlib/tests/test_image.py @@ -1669,6 +1669,8 @@ def test__resample_valid_output(): 0.54, 0.62, 0.7, 0.78, 0.86, 0.9, 0.9, 0.9, 0.9, 0.9]])), (np.array([[0.1, 0.1]]), mimage.BILINEAR, np.full((1, 10), 0.1)), # Test at the subpixel level + (np.array([[0.1, 0.9]]), mimage.NEAREST, + np.concatenate([np.full(512, 0.1), np.full(512, 0.9)]).reshape(1, -1)), (np.array([[0.1, 0.9]]), mimage.BILINEAR, np.concatenate([np.full(256, 0.1), np.linspace(0.5, 256, 512).astype(int) / 256 * 0.8 + 0.1, diff --git a/src/_image_wrapper.cpp b/src/_image_wrapper.cpp index 6528c4a9270c..c062ef14a8f1 100644 --- a/src/_image_wrapper.cpp +++ b/src/_image_wrapper.cpp @@ -167,12 +167,17 @@ image_resample(py::array input_array, if (is_affine) { convert_trans_affine(transform, params.affine); - params.is_affine = true; - } else { + // If affine parameters will make subpixels visible, treat as nonaffine instead + if (params.affine.sx >= agg::image_subpixel_scale / 2 || params.affine.sy >= agg::image_subpixel_scale / 2) { + is_affine = false; + params.affine = agg::trans_affine(); // reset to identity affine parameters + } + } + if (!is_affine) { transform_mesh = _get_transform_mesh(transform, output_array.shape()); params.transform_mesh = transform_mesh.data(); - params.is_affine = false; } + params.is_affine = is_affine; } if (auto resampler = From c19b295a51b35b8c7cd71371a8bf6b5cfe5cac52 Mon Sep 17 00:00:00 2001 From: "Albert Y. Shih" Date: Thu, 8 Jan 2026 10:47:57 -0500 Subject: [PATCH 127/329] Update baseline images --- .../baseline_images/test_axes/imshow.pdf | Bin 12487 -> 12439 bytes .../baseline_images/test_axes/imshow.png | Bin 18300 -> 18272 bytes .../baseline_images/test_axes/imshow.svg | 71 ++-- .../baseline_images/test_axes/imshow_clip.png | Bin 21410 -> 21410 bytes .../baseline_images/test_axes/imshow_clip.svg | 137 +++--- .../test_axes/use_colorizer_keyword.png | Bin 32836 -> 32870 bytes .../test_colors/light_source_shading_topo.png | Bin 624921 -> 622500 bytes .../test_colors/test_norm_abc.png | Bin 16129 -> 16041 bytes .../test_image/bbox_image_inverted.pdf | Bin 3467 -> 3467 bytes .../test_image/bbox_image_inverted.png | Bin 3946 -> 3928 bytes .../test_image/bbox_image_inverted.svg | 73 ++-- .../test_image/downsampling.png | Bin 253288 -> 253331 bytes .../test_image/image_cliprect.png | Bin 6212 -> 6181 bytes .../test_image/image_cliprect.svg | 397 +++++++++--------- .../test_image/image_composite_alpha.pdf | Bin 38178 -> 56177 bytes .../test_image/image_composite_alpha.png | Bin 54263 -> 56022 bytes .../test_image/image_composite_alpha.svg | 107 ++--- .../test_image/imshow_bignumbers.png | Bin 3302 -> 3266 bytes .../test_image/imshow_bignumbers_real.png | Bin 3312 -> 3272 bytes .../imshow_masked_interpolation.pdf | Bin 42076 -> 42807 bytes .../imshow_masked_interpolation.png | Bin 31942 -> 32032 bytes .../imshow_masked_interpolation.svg | 112 ++--- .../test_image/interp_alpha.png | Bin 14969 -> 14887 bytes .../test_image/log_scale_image.pdf | Bin 3776 -> 4050 bytes .../test_image/log_scale_image.png | Bin 7942 -> 7939 bytes .../test_image/log_scale_image.svg | 6 +- .../test_image/rgba_antialias.png | Bin 105513 -> 109664 bytes .../test_image/rotate_image.png | Bin 24068 -> 24038 bytes .../baseline_images/test_image/upsampling.png | Bin 68096 -> 68190 bytes .../test_patheffects/patheffect1.pdf | Bin 7402 -> 7113 bytes 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From a326d0700a467a677d7accf719aeb494ae5b3676 Mon Sep 17 00:00:00 2001 From: Sanchit Rishi Date: Fri, 9 Jan 2026 02:04:09 +0530 Subject: [PATCH 128/329] BUG: Fix Windows subprocess timeouts with CREATE_NO_WINDOW flag (#30886) * Added CREATE_NO_WINDOW flag on Windows to prevent console window overhead * Fixed Ruff Failed check error * Fixed Ruff error * Update lib/matplotlib/testing/__init__.py Co-authored-by: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> --------- Co-authored-by: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> --- lib/matplotlib/testing/__init__.py | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/lib/matplotlib/testing/__init__.py b/lib/matplotlib/testing/__init__.py index eff079efe887..f430b0609644 100644 --- a/lib/matplotlib/testing/__init__.py +++ b/lib/matplotlib/testing/__init__.py @@ -92,6 +92,13 @@ def subprocess_run_for_testing(command, env=None, timeout=60, stdout=None, """ if capture_output: stdout = stderr = subprocess.PIPE + # Add CREATE_NO_WINDOW flag on Windows to prevent console window overhead + # This is added in an attempt to fix flaky timeouts of subprocesses on Windows + if sys.platform == 'win32': + if 'creationflags' not in kwargs: + kwargs['creationflags'] = subprocess.CREATE_NO_WINDOW + else: + kwargs['creationflags'] |= subprocess.CREATE_NO_WINDOW try: proc = subprocess.run( command, env=env, From d3507858778ab911a927393bef82c249440207cd Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Fri, 9 Jan 2026 01:32:47 +0100 Subject: [PATCH 129/329] Prevent blitting errors after canvas swap in RadioButtons and CheckButtons This guards blitting-related functionality of RadioButtons and CheckButtons behind a `self.canvas.supports_blit` check, so that we don't get errors when trying to call blitting functionality on canvases that don't support it. Note: RadioButtons and CheckButtons do still not fully support canvas swapping as they carry persitent state that depends on blitting capability ("animated"). This is currently not updated when canvases are changed. However, this should at most lead to incorrect rendering in some edge cases after canvas swap. It will not error out anymore. In other words the "# TODO: make dynamic" is partially solved, and reduced to a smaller problem outlined in the new TODO. --- lib/matplotlib/widgets.py | 25 +++++++++++++++++-------- 1 file changed, 17 insertions(+), 8 deletions(-) diff --git a/lib/matplotlib/widgets.py b/lib/matplotlib/widgets.py index 79b2e3b7651c..bd36c855a606 100644 --- a/lib/matplotlib/widgets.py +++ b/lib/matplotlib/widgets.py @@ -1108,7 +1108,7 @@ def __init__(self, ax, labels, actives=None, *, useblit=True, if actives is None: actives = [False] * len(labels) - self._useblit = useblit and self.canvas.supports_blit # TODO: make dynamic + self._useblit = useblit ys = np.linspace(1, 0, len(labels)+2)[1:-1] @@ -1136,7 +1136,10 @@ def __init__(self, ax, labels, actives=None, *, useblit=True, **cbook.normalize_kwargs(check_props, collections.PathCollection), 'marker': 'x', 'transform': ax.transAxes, - 'animated': self._useblit, + 'animated': self._useblit and self.canvas.supports_blit, + # TODO: This may need an update when switching out the canvas. + # Can set this to `_useblit` only and live with the animated=True + # overhead on unsupported backends. } check_props.setdefault('facecolor', check_props.pop('color', 'black')) self._checks = ax.scatter([0.15] * len(ys), ys, **check_props) @@ -1155,7 +1158,8 @@ def _clear(self, event): """Internal event handler to clear the buttons.""" if self.ignore(event) or self.canvas.is_saving(): return - self._save_blit_background(self.canvas.copy_from_bbox(self.ax.bbox)) + if self._useblit and self.canvas.supports_blit: + self._save_blit_background(self.canvas.copy_from_bbox(self.ax.bbox)) self.ax.draw_artist(self._checks) @_call_with_reparented_event @@ -1260,7 +1264,7 @@ def set_active(self, index, state=None): self._checks.set_facecolor(facecolors) if self.drawon: - if self._useblit: + if self._useblit and self.canvas.supports_blit: background = self._load_blit_background() if background is not None: self.canvas.restore_region(background) @@ -1701,7 +1705,7 @@ def __init__(self, ax, labels, active=0, activecolor=None, *, ys = np.linspace(1, 0, len(labels) + 2)[1:-1] - self._useblit = useblit and self.canvas.supports_blit # TODO: make dynamic + self._useblit = useblit label_props = _expand_text_props(label_props) self.labels = [ @@ -1716,7 +1720,11 @@ def __init__(self, ax, labels, active=0, activecolor=None, *, **radio_props, 'marker': 'o', 'transform': ax.transAxes, - 'animated': self._useblit, + 'animated': self._useblit and self.canvas.supports_blit, + # TODO: This may need an update when switching out the canvas. + # Can set this to `_useblit` only and live with the animated=True + # overhead on unsupported backends. + } radio_props.setdefault('edgecolor', radio_props.get('color', 'black')) radio_props.setdefault('facecolor', @@ -1743,7 +1751,8 @@ def _clear(self, event): """Internal event handler to clear the buttons.""" if self.ignore(event) or self.canvas.is_saving(): return - self._save_blit_background(self.canvas.copy_from_bbox(self.ax.bbox)) + if self._useblit and self.canvas.supports_blit: + self._save_blit_background(self.canvas.copy_from_bbox(self.ax.bbox)) self.ax.draw_artist(self._buttons) @_call_with_reparented_event @@ -1836,7 +1845,7 @@ def set_active(self, index): self._buttons.set_facecolor(button_facecolors) if self.drawon: - if self._useblit: + if self._useblit and self.canvas.supports_blit: background = self._load_blit_background() if background is not None: self.canvas.restore_region(background) From 239598a4ab38c4de76d5a59ab0c800bbeb2d57db Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Thu, 8 Jun 2023 01:41:28 +0200 Subject: [PATCH 130/329] Define the supported rcParams as code Until now, the parameter definition was dispersed: valid names and defaults are loaded from the canonical `matplotlibrc` data file. Docs are only available as comments in there. Validators are attached ad-hoc in `rcsetup.py`. This makes for a more formal definition of parameters, including meta-information, like validators, docs in a single place. It will simplify the rcParams related code in `matplotlib.__init__.py` and `matplotlib.rcsetup.py`. It also enables us to generate sphinx documentation on the parameters. --- doc/users/_rcparams_generated.rst | 1006 ++++++++++++ doc/users/index.rst | 1 + galleries/users_explain/configuration.py | 14 + lib/matplotlib/rcsetup.py | 1890 +++++++++++++++++++++- lib/matplotlib/rcsetup.pyi | 1 + lib/matplotlib/sphinxext/roles.py | 19 +- lib/matplotlib/tests/test_rcparams.py | 19 + 7 files changed, 2947 insertions(+), 3 deletions(-) create mode 100644 doc/users/_rcparams_generated.rst create mode 100644 galleries/users_explain/configuration.py diff --git a/doc/users/_rcparams_generated.rst b/doc/users/_rcparams_generated.rst new file mode 100644 index 000000000000..42a8575413bf --- /dev/null +++ b/doc/users/_rcparams_generated.rst @@ -0,0 +1,1006 @@ +.. + autogenerated rcParams documentation. Update via + > python -c "from matplotlib import rcsetup; rcsetup._write_rcParam_rst()" + + +webagg.port: ``8988`` + The port to use for the web server in the WebAgg backend. + +webagg.address: ``'127.0.0.1'`` + The address on which the WebAgg web server should be reachable. + +webagg.port_retries: ``50`` + If webagg.port is unavailable, a number of other random ports will be tried until one that is available is found. + +webagg.open_in_browser: ``True`` + When True, open the web browser to the plot that is shown + +backend_fallback: ``True`` + If you are running pyplot inside a GUI and your backend choice conflicts, we will automatically try to find a compatible one for you if backend_fallback is True + +interactive: ``False`` + *no description* + +figure.hooks: ``[]`` + list of dotted.module.name:dotted.callable.name + +toolbar: ``'toolbar2'`` + {None, toolbar2, toolmanager} + +timezone: ``'UTC'`` + a pytz timezone string, e.g., US/Central or Europe/Paris + +lines.linewidth: ``1.5`` + line width in points + +lines.linestyle: ``'-'`` + solid line + +lines.color: ``'C0'`` + has no affect on plot(); see axes.prop_cycle + +lines.marker: ``'None'`` + the default marker + +lines.markerfacecolor: ``'auto'`` + the default marker face color + +lines.markeredgecolor: ``'auto'`` + the default marker edge color + +lines.markeredgewidth: ``1.0`` + the line width around the marker symbol + +lines.markersize: ``6.0`` + marker size, in points + +lines.dash_joinstyle: ``'round'`` + {miter, round, bevel} + +lines.dash_capstyle: ``'butt'`` + {butt, round, projecting} + +lines.solid_joinstyle: ``'round'`` + {miter, round, bevel} + +lines.solid_capstyle: ``'projecting'`` + {butt, round, projecting} + +lines.antialiased: ``True`` + render lines in antialiased (no jaggies) + +lines.dashed_pattern: ``[3.7, 1.6]`` + The dash pattern for linestyle 'dashed' + +lines.dashdot_pattern: ``[6.4, 1.6, 1.0, 1.6]`` + The dash pattern for linestyle 'dashdot' + +lines.dotted_pattern: ``[1.0, 1.65]`` + The dash pattern for linestyle 'dotted' + +lines.scale_dashes: ``True`` + *no description* + +markers.fillstyle: ``'full'`` + {full, left, right, bottom, top, none} + +pcolor.shading: ``'auto'`` + *no description* + +pcolormesh.snap: ``True`` + Whether to snap the mesh to pixel boundaries. This is provided solely to allow old test images to remain unchanged. Set to False to obtain the previous behavior. + +patch.linewidth: ``1.0`` + edge width in points. + +patch.facecolor: ``'C0'`` + *no description* + +patch.edgecolor: ``'black'`` + By default, Patches and Collections do not draw edges. This value is only used if facecolor is "none" (an Artist without facecolor and edgecolor would be invisible) or if patch.force_edgecolor is True. + +patch.force_edgecolor: ``False`` + By default, Patches and Collections do not draw edges. Set this to True to draw edges with patch.edgedcolor as the default edgecolor. This is mainly relevant for styles. + +patch.antialiased: ``True`` + render patches in antialiased (no jaggies) + +hatch.color: ``'edge'`` + *no description* + +hatch.linewidth: ``1.0`` + *no description* + +boxplot.notch: ``False`` + *no description* + +boxplot.vertical: ``True`` + *no description* + +boxplot.whiskers: ``1.5`` + *no description* + +boxplot.bootstrap: ``None`` + *no description* + +boxplot.patchartist: ``False`` + *no description* + +boxplot.showmeans: ``False`` + *no description* + +boxplot.showcaps: ``True`` + *no description* + +boxplot.showbox: ``True`` + *no description* + +boxplot.showfliers: ``True`` + *no description* + +boxplot.meanline: ``False`` + *no description* + +boxplot.flierprops.color: ``'black'`` + *no description* + +boxplot.flierprops.marker: ``'o'`` + *no description* + +boxplot.flierprops.markerfacecolor: ``'none'`` + *no description* + +boxplot.flierprops.markeredgecolor: ``'black'`` + *no description* + +boxplot.flierprops.markeredgewidth: ``1.0`` + *no description* + +boxplot.flierprops.markersize: ``6.0`` + *no description* + +boxplot.flierprops.linestyle: ``'none'`` + *no description* + +boxplot.flierprops.linewidth: ``1.0`` + *no description* + +boxplot.boxprops.color: ``'black'`` + *no description* + +boxplot.boxprops.linewidth: ``1.0`` + *no description* + +boxplot.boxprops.linestyle: ``'-'`` + *no description* + +boxplot.whiskerprops.color: ``'black'`` + *no description* + +boxplot.whiskerprops.linewidth: ``1.0`` + *no description* + +boxplot.whiskerprops.linestyle: ``'-'`` + *no description* + +boxplot.capprops.color: ``'black'`` + *no description* + +boxplot.capprops.linewidth: ``1.0`` + *no description* + +boxplot.capprops.linestyle: ``'-'`` + *no description* + +boxplot.medianprops.color: ``'C1'`` + *no description* + +boxplot.medianprops.linewidth: ``1.0`` + *no description* + +boxplot.medianprops.linestyle: ``'-'`` + *no description* + +boxplot.meanprops.color: ``'C2'`` + *no description* + +boxplot.meanprops.marker: ``'^'`` + *no description* + +boxplot.meanprops.markerfacecolor: ``'C2'`` + *no description* + +boxplot.meanprops.markeredgecolor: ``'C2'`` + *no description* + +boxplot.meanprops.markersize: ``6.0`` + *no description* + +boxplot.meanprops.linestyle: ``'--'`` + *no description* + +boxplot.meanprops.linewidth: ``1.0`` + *no description* + +font.family: ``['sans-serif']`` + *no description* + +font.style: ``'normal'`` + *no description* + +font.variant: ``'normal'`` + *no description* + +font.weight: ``'normal'`` + *no description* + +font.stretch: ``'normal'`` + *no description* + +font.size: ``10.0`` + *no description* + +font.serif: ``['DejaVu Serif', 'Bitstream Vera Serif', 'Computer Modern Roman', 'New Century Schoolbook', 'Century Schoolbook L', 'Utopia', 'ITC Bookman', 'Bookman', 'Nimbus Roman No9 L', 'Times New Roman', 'Times', 'Palatino', 'Charter', 'serif']`` + *no description* + +font.sans-serif: ``['DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', 'sans-serif']`` + *no description* + +font.cursive: ``['Apple Chancery', 'Textile', 'Zapf Chancery', 'Sand', 'Script MT', 'Felipa', 'Comic Neue', 'Comic Sans MS', 'cursive']`` + *no description* + +font.fantasy: ``['Chicago', 'Charcoal', 'Impact', 'Western', 'xkcd script', 'fantasy']`` + *no description* + +font.monospace: ``['DejaVu Sans Mono', 'Bitstream Vera Sans Mono', 'Computer Modern Typewriter', 'Andale Mono', 'Nimbus Mono L', 'Courier New', 'Courier', 'Fixed', 'Terminal', 'monospace']`` + *no description* + +font.enable_last_resort: ``True`` + If True, then Unicode Consortium's Last Resort font will be appended to all font selections. This ensures that there will always be a glyph displayed. + +text.color: ``'black'`` + *no description* + +text.hinting: ``'force_autohint'`` + FreeType hinting flag ("foo" corresponds to FT_LOAD_FOO); may be one of the following (Proprietary Matplotlib-specific synonyms are given in parentheses, but their use is discouraged): - default: Use the font's native hinter if possible, else FreeType's auto-hinter. ("either" is a synonym).- no_autohint: Use the font's native hinter if possible, else don't hint. ("native" is a synonym.)- force_autohint: Use FreeType's auto-hinter. ("auto" is a synonym.)- no_hinting: Disable hinting. ("none" is a synonym.) + +text.hinting_factor: ``8`` + Specifies the amount of softness for hinting in the horizontal direction. A value of 1 will hint to full pixels. A value of 2 will hint to half pixels etc. + +text.kerning_factor: ``0`` + Specifies the scaling factor for kerning values. This is provided solely to allow old test images to remain unchanged. Set to 6 to obtain previous behavior. Values other than 0 or 6 have no defined meaning. + +text.antialiased: ``True`` + If True (default), the text will be antialiased. This only affects raster outputs. + +text.parse_math: ``True`` + Use mathtext if there is an even number of unescaped dollar signs. + +text.usetex: ``False`` + use latex for all text handling. The following fonts are supported through the usual rc parameter settings: new century schoolbook, bookman, times, palatino, zapf chancery, charter, serif, sans-serif, helvetica, avant garde, courier, monospace, computer modern roman, computer modern sans serif, computer modern typewriter + +text.latex.preamble: ``''`` + IMPROPER USE OF THIS FEATURE WILL LEAD TO LATEX FAILURES AND IS THEREFORE UNSUPPORTED. PLEASE DO NOT ASK FOR HELP IF THIS FEATURE DOES NOT DO WHAT YOU EXPECT IT TO. text.latex.preamble is a single line of LaTeX code that will be passed on to the LaTeX system. It may contain any code that is valid for the LaTeX "preamble", i.e. between the "\documentclass" and "\begin{document}" statements. Note that it has to be put on a single line, which may become quite long. The following packages are always loaded with usetex, so beware of package collisions: color, fix-cm, geometry, graphicx, textcomp. PostScript (PSNFSS) font packages may also be loaded, depending on your font settings. + +mathtext.fontset: ``'dejavusans'`` + Should be 'dejavusans' (default), 'dejavuserif', 'cm' (Computer Modern), 'stix', 'stixsans' or 'custom' + +mathtext.bf: ``'sans:bold'`` + *no description* + +mathtext.bfit: ``'sans:italic:bold'`` + *no description* + +mathtext.cal: ``'cursive'`` + *no description* + +mathtext.it: ``'sans:italic'`` + *no description* + +mathtext.rm: ``'sans'`` + *no description* + +mathtext.sf: ``'sans'`` + *no description* + +mathtext.tt: ``'monospace'`` + *no description* + +mathtext.fallback: ``'cm'`` + Select fallback font from ['cm' (Computer Modern), 'stix', 'stixsans'] when a symbol cannot be found in one of the custom math fonts. Select 'None' to not perform fallback and replace the missing character by a dummy symbol. + +mathtext.default: ``'it'`` + The default font to use for math. Can be any of the LaTeX font names, including the special name "regular" for the same font used in regular text. + +axes.facecolor: ``'white'`` + axes background color + +axes.edgecolor: ``'black'`` + axes edge color + +axes.linewidth: ``0.8`` + edge line width + +axes.grid: ``False`` + display grid or not + +axes.grid.axis: ``'both'`` + which axis the grid should apply to + +axes.grid.which: ``'major'`` + grid lines at {major, minor, both} ticks + +axes.titlelocation: ``'center'`` + alignment of the title: {left, right, center} + +axes.titlesize: ``'large'`` + font size of the axes title + +axes.titleweight: ``'normal'`` + font weight of title + +axes.titlecolor: ``'auto'`` + color of the axes title, auto falls back to text.color as default value + +axes.titley: ``None`` + position title (axes relative units). None implies auto + +axes.titlepad: ``6.0`` + pad between axes and title in points + +axes.labelsize: ``'medium'`` + font size of the x and y labels + +axes.labelpad: ``4.0`` + space between label and axis + +axes.labelweight: ``'normal'`` + weight of the x and y labels + +axes.labelcolor: ``'black'`` + *no description* + +axes.axisbelow: ``'line'`` + draw axis gridlines and ticks: - below patches (True) - above patches but below lines ('line') - above all (False) + +axes.formatter.limits: ``[-5, 6]`` + use scientific notation if log10 of the axis range is smaller than the first or larger than the second + +axes.formatter.use_locale: ``False`` + When True, format tick labels according to the user's locale. For example, use ',' as a decimal separator in the fr_FR locale. + +axes.formatter.use_mathtext: ``False`` + When True, use mathtext for scientific notation. + +axes.formatter.min_exponent: ``0`` + minimum exponent to format in scientific notation + +axes.formatter.useoffset: ``True`` + If True, the tick label formatter will default to labeling ticks relative to an offset when the data range is small compared to the minimum absolute value of the data. + +axes.formatter.offset_threshold: ``4`` + When useoffset is True, the offset will be used when it can remove at least this number of significant digits from tick labels. + +axes.spines.left: ``True`` + display axis spines + +axes.spines.bottom: ``True`` + *no description* + +axes.spines.top: ``True`` + *no description* + +axes.spines.right: ``True`` + *no description* + +axes.unicode_minus: ``True`` + use Unicode for the minus symbol rather than hyphen. See https://en.wikipedia.org/wiki/Plus_and_minus_signs#Character_codes + +axes.prop_cycle: ``cycler('color', [(0.12156862745098039, 0.4666666666666667, 0.7058823529411765), (1.0, 0.4980392156862745, 0.054901960784313725), (0.17254901960784313, 0.6274509803921569, 0.17254901960784313), (0.8392156862745098, 0.15294117647058825, 0.1568627450980392), (0.5803921568627451, 0.403921568627451, 0.7411764705882353), (0.5490196078431373, 0.33725490196078434, 0.29411764705882354), (0.8901960784313725, 0.4666666666666667, 0.7607843137254902), (0.4980392156862745, 0.4980392156862745, 0.4980392156862745), (0.7372549019607844, 0.7411764705882353, 0.13333333333333333), (0.09019607843137255, 0.7450980392156863, 0.8117647058823529)])`` + *no description* + +axes.xmargin: ``0.05`` + x margin. See `~.axes.Axes.margins` + +axes.ymargin: ``0.05`` + y margin. See `~.axes.Axes.margins` + +axes.zmargin: ``0.05`` + z margin. See `~.axes.Axes.margins` + +axes.autolimit_mode: ``'data'`` + If "data", use axes.xmargin and axes.ymargin as is. If "round_numbers", after application of margins, axis limits are further expanded to the nearest "round" number. + +polaraxes.grid: ``True`` + display grid on polar axes + +axes3d.grid: ``True`` + display grid on 3D axes + +axes3d.automargin: ``False`` + automatically add margin when manually setting 3D axis limits + +axes3d.xaxis.panecolor: ``(0.95, 0.95, 0.95, 0.5)`` + background pane on 3D axes + +axes3d.yaxis.panecolor: ``(0.9, 0.9, 0.9, 0.5)`` + background pane on 3D axes + +axes3d.zaxis.panecolor: ``(0.925, 0.925, 0.925, 0.5)`` + background pane on 3D axes + +axes3d.depthshade: ``True`` + depth shade for 3D scatter plots + +axes3d.depthshade_minalpha: ``0.3`` + minimum alpha value for depth shading + +axes3d.mouserotationstyle: ``'arcball'`` + {azel, trackball, sphere, arcball} See also https://matplotlib.org/stable/api/toolkits/mplot3d/view_angles.html#rotation-with-mouse + +axes3d.trackballsize: ``0.667`` + trackball diameter, in units of the Axes bbox + +axes3d.trackballborder: ``0.2`` + trackball border width, in units of the Axes bbox (only for 'sphere' and 'arcball' style) + +xaxis.labellocation: ``'center'`` + alignment of the xaxis label: {left, right, center} + +yaxis.labellocation: ``'center'`` + alignment of the yaxis label: {bottom, top, center} + +date.autoformatter.year: ``'%Y'`` + *no description* + +date.autoformatter.month: ``'%Y-%m'`` + *no description* + +date.autoformatter.day: ``'%Y-%m-%d'`` + *no description* + +date.autoformatter.hour: ``'%m-%d %H'`` + *no description* + +date.autoformatter.minute: ``'%d %H:%M'`` + *no description* + +date.autoformatter.second: ``'%H:%M:%S'`` + *no description* + +date.autoformatter.microsecond: ``'%M:%S.%f'`` + *no description* + +date.epoch: ``'1970-01-01T00:00:00'`` + The reference date for Matplotlib's internal date representation. See https://matplotlib.org/stable/gallery/ticks/date_precision_and_epochs.html + +date.converter: ``'auto'`` + 'auto', 'concise' + +date.interval_multiples: ``True`` + For auto converter whether to use interval_multiples + +xtick.top: ``False`` + draw ticks on the top side + +xtick.bottom: ``True`` + draw ticks on the bottom side + +xtick.labeltop: ``False`` + draw label on the top + +xtick.labelbottom: ``True`` + draw label on the bottom + +xtick.major.size: ``3.5`` + major tick size in points + +xtick.minor.size: ``2.0`` + minor tick size in points + +xtick.major.width: ``0.8`` + major tick width in points + +xtick.minor.width: ``0.6`` + minor tick width in points + +xtick.major.pad: ``3.5`` + distance to major tick label in points + +xtick.minor.pad: ``3.4`` + distance to the minor tick label in points + +xtick.color: ``'black'`` + color of the ticks + +xtick.labelcolor: ``'inherit'`` + color of the tick labels or inherit from xtick.color + +xtick.labelsize: ``'medium'`` + font size of the tick labels + +xtick.direction: ``'out'`` + direction: {in, out, inout} + +xtick.minor.visible: ``False`` + visibility of minor ticks on x-axis + +xtick.major.top: ``True`` + draw x axis top major ticks + +xtick.major.bottom: ``True`` + draw x axis bottom major ticks + +xtick.minor.top: ``True`` + draw x axis top minor ticks + +xtick.minor.bottom: ``True`` + draw x axis bottom minor ticks + +xtick.minor.ndivs: ``'auto'`` + number of minor ticks between the major ticks on x-axis + +xtick.alignment: ``'center'`` + alignment of xticks + +ytick.left: ``True`` + draw ticks on the left side + +ytick.right: ``False`` + draw ticks on the right side + +ytick.labelleft: ``True`` + draw tick labels on the left side + +ytick.labelright: ``False`` + draw tick labels on the right side + +ytick.major.size: ``3.5`` + major tick size in points + +ytick.minor.size: ``2.0`` + minor tick size in points + +ytick.major.width: ``0.8`` + major tick width in points + +ytick.minor.width: ``0.6`` + minor tick width in points + +ytick.major.pad: ``3.5`` + distance to major tick label in points + +ytick.minor.pad: ``3.4`` + distance to the minor tick label in points + +ytick.color: ``'black'`` + color of the ticks + +ytick.labelcolor: ``'inherit'`` + color of the tick labels or inherit from ytick.color + +ytick.labelsize: ``'medium'`` + font size of the tick labels + +ytick.direction: ``'out'`` + direction: {in, out, inout} + +ytick.minor.visible: ``False`` + visibility of minor ticks on y-axis + +ytick.major.left: ``True`` + draw y axis left major ticks + +ytick.major.right: ``True`` + draw y axis right major ticks + +ytick.minor.left: ``True`` + draw y axis left minor ticks + +ytick.minor.right: ``True`` + draw y axis right minor ticks + +ytick.minor.ndivs: ``'auto'`` + number of minor ticks between the major ticks on y-axis + +ytick.alignment: ``'center_baseline'`` + alignment of yticks + +grid.color: ``'#b0b0b0'`` + b0b0b0" # grid color + +grid.linestyle: ``'-'`` + solid + +grid.linewidth: ``0.8`` + in points + +grid.alpha: ``1.0`` + transparency, between 0.0 and 1.0 + +grid.major.color: ``None`` + If None defaults to grid.color + +grid.major.linestyle: ``None`` + If None defaults to grid.linestyle + +grid.major.linewidth: ``None`` + If None defaults to grid.linewidth + +grid.major.alpha: ``None`` + If None defaults to grid.alpha + +grid.minor.color: ``None`` + If None defaults to grid.color + +grid.minor.linestyle: ``None`` + If None defaults to grid.linestyle + +grid.minor.linewidth: ``None`` + If None defaults to grid.linewidth + +grid.minor.alpha: ``None`` + If None defaults to grid.alpha + +legend.loc: ``'best'`` + *no description* + +legend.frameon: ``True`` + if True, draw the legend on a background patch + +legend.framealpha: ``0.8`` + legend patch transparency + +legend.facecolor: ``'inherit'`` + inherit from axes.facecolor; or color spec + +legend.edgecolor: ``'0.8'`` + background patch boundary color + +legend.linewidth: ``None`` + line width of the legend frame, None means inherit from patch.linewidth + +legend.fancybox: ``True`` + if True, use a rounded box for the legend background, else a rectangle + +legend.shadow: ``False`` + if True, give background a shadow effect + +legend.numpoints: ``1`` + the number of marker points in the legend line + +legend.scatterpoints: ``1`` + number of scatter points + +legend.markerscale: ``1.0`` + the relative size of legend markers vs. original + +legend.fontsize: ``'medium'`` + *no description* + +legend.labelcolor: ``'None'`` + *no description* + +legend.title_fontsize: ``None`` + None sets to the same as the default axes. + +legend.borderpad: ``0.4`` + border whitespace + +legend.labelspacing: ``0.5`` + the vertical space between the legend entries + +legend.handlelength: ``2.0`` + the length of the legend lines + +legend.handleheight: ``0.7`` + the height of the legend handle + +legend.handletextpad: ``0.8`` + the space between the legend line and legend text + +legend.borderaxespad: ``0.5`` + the border between the axes and legend edge + +legend.columnspacing: ``2.0`` + column separation + +figure.titlesize: ``'large'`` + size of the figure title (``Figure.suptitle()``) + +figure.titleweight: ``'normal'`` + weight of the figure title + +figure.labelsize: ``'large'`` + size of the figure label (``Figure.sup[x|y]label()``) + +figure.labelweight: ``'normal'`` + weight of the figure label + +figure.figsize: ``[6.4, 4.8]`` + figure size in inches + +figure.dpi: ``100.0`` + figure dots per inch + +figure.facecolor: ``'white'`` + figure face color + +figure.edgecolor: ``'white'`` + figure edge color + +figure.frameon: ``True`` + enable figure frame + +figure.max_open_warning: ``20`` + The maximum number of figures to open through the pyplot interface before emitting a warning. If less than one this feature is disabled. + +figure.raise_window: ``True`` + Raise the GUI window to front when show() is called. If set to False, we currently do not take any further actions and whether the window appears on the front may depend on the GUI framework and window manager. + +figure.subplot.left: ``0.125`` + the left side of the subplots of the figure + +figure.subplot.right: ``0.9`` + the right side of the subplots of the figure + +figure.subplot.bottom: ``0.11`` + the bottom of the subplots of the figure + +figure.subplot.top: ``0.88`` + the top of the subplots of the figure + +figure.subplot.wspace: ``0.2`` + the amount of width reserved for space between subplots, expressed as a fraction of the average axis width + +figure.subplot.hspace: ``0.2`` + the amount of height reserved for space between subplots, expressed as a fraction of the average axis height + +figure.autolayout: ``False`` + When True, automatically adjust subplot parameters to make the plot fit the figure using `~.Figure.tight_layout` + +figure.constrained_layout.use: ``False`` + When True, automatically make plot elements fit on the figure. (Not compatible with "figure.autolayout", above). + +figure.constrained_layout.h_pad: ``0.04167`` + Padding (in inches) around axes; defaults to 3/72 inches, i.e. 3 points + +figure.constrained_layout.w_pad: ``0.04167`` + Padding (in inches) around axes; defaults to 3/72 inches, i.e. 3 points + +figure.constrained_layout.hspace: ``0.02`` + Spacing between subplots, relative to the subplot sizes. Much smaller than for tight_layout (figure.subplot.hspace, figure.subplot.wspace) as constrained_layout already takes surrounding texts (titles, labels, # ticklabels) into account. + +figure.constrained_layout.wspace: ``0.02`` + Spacing between subplots, relative to the subplot sizes. Much smaller than for tight_layout (figure.subplot.hspace, figure.subplot.wspace) as constrained_layout already takes surrounding texts (titles, labels, # ticklabels) into account. + +image.aspect: ``'equal'`` + {equal, auto} or a number + +image.interpolation: ``'auto'`` + see help(imshow) for options + +image.interpolation_stage: ``'auto'`` + see help(imshow) for options + +image.cmap: ``'viridis'`` + A colormap name (plasma, magma, etc.) + +image.lut: ``256`` + the size of the colormap lookup table + +image.origin: ``'upper'`` + {lower, upper} + +image.resample: ``True`` + *no description* + +image.composite_image: ``True`` + When True, all the images on a set of axes are combined into a single composite image before saving a figure as a vector graphics file, such as a PDF. + +contour.negative_linestyle: ``'dashed'`` + string or on-off ink sequence + +contour.corner_mask: ``True`` + {True, False} + +contour.linewidth: ``None`` + {float, None} Size of the contour line widths. If set to None, it falls back to "line.linewidth". + +contour.algorithm: ``'mpl2014'`` + {mpl2005, mpl2014, serial, threaded} + +errorbar.capsize: ``0.0`` + length of end cap on error bars in pixels + +hist.bins: ``10`` + The default number of histogram bins or 'auto'. + +scatter.marker: ``'o'`` + The default marker type for scatter plots. + +scatter.edgecolors: ``'face'`` + The default edge colors for scatter plots. + +agg.path.chunksize: ``0`` + 0 to disable; values in the range 10000 to 100000 can improve speed slightly and prevent an Agg rendering failure when plotting very large data sets, especially if they are very gappy. It may cause minor artifacts, though. A value of 20000 is probably a good starting point. + +path.simplify: ``True`` + When True, simplify paths by removing "invisible" points to reduce file size and increase rendering speed + +path.simplify_threshold: ``0.111111111111`` + The threshold of similarity below which vertices will be removed in the simplification process. + +path.snap: ``True`` + When True, rectilinear axis-aligned paths will be snapped to the nearest pixel when certain criteria are met. When False, paths will never be snapped. + +path.sketch: ``None`` + May be None, or a tuple of the form:path.sketch: (scale, length, randomness)- *scale* is the amplitude of the wiggle perpendicular to the line (in pixels).- *length* is the length of the wiggle along the line (in pixels).- *randomness* is the factor by which the length is randomly scaled. + +path.effects: ``[]`` + *no description* + +savefig.dpi: ``'figure'`` + figure dots per inch or 'figure' + +savefig.facecolor: ``'auto'`` + figure face color when saving + +savefig.edgecolor: ``'auto'`` + figure edge color when saving + +savefig.format: ``'png'`` + {png, ps, pdf, svg} + +savefig.bbox: ``None`` + {tight, standard} 'tight' is incompatible with generating frames for animation + +savefig.pad_inches: ``0.1`` + padding to be used, when bbox is set to 'tight' + +savefig.directory: ``'~'`` + default directory in savefig dialog, gets updated after interactive saves, unless set to the empty string (i.e. the current directory); use '.' to start at the current directory but update after interactive saves + +savefig.transparent: ``False`` + whether figures are saved with a transparent background by default + +savefig.orientation: ``'portrait'`` + orientation of saved figure, for PostScript output only + +macosx.window_mode: ``'system'`` + How to open new figures (system, tab, window) system uses the MacOS system preferences + +tk.window_focus: ``False`` + Maintain shell focus for TkAgg + +ps.papersize: ``'letter'`` + {figure, letter, legal, ledger, A0-A10, B0-B10} + +ps.useafm: ``False`` + use AFM fonts, results in small files + +ps.usedistiller: ``None`` + {ghostscript, xpdf, None} Experimental: may produce smaller files. xpdf intended for production of publication quality files, but requires ghostscript, xpdf and ps2eps + +ps.distiller.res: ``6000`` + dpi + +ps.fonttype: ``3`` + Output Type 3 (Type3) or Type 42 (TrueType) + +pdf.compression: ``6`` + integer from 0 to 9 0 disables compression (good for debugging) + +pdf.fonttype: ``3`` + Output Type 3 (Type3) or Type 42 (TrueType) + +pdf.use14corefonts: ``False`` + *no description* + +pdf.inheritcolor: ``False`` + *no description* + +svg.image_inline: ``True`` + Write raster image data directly into the SVG file + +svg.fonttype: ``'path'`` + How to handle SVG fonts: path: Embed characters as paths -- supported by most SVG renderersnone: Assume fonts are installed on the machine where the SVG will be viewed. + +svg.hashsalt: ``None`` + If not None, use this string as hash salt instead of uuid4 + +svg.id: ``None`` + If not None, use this string as the value for the `id` attribute in the top tag + +pgf.rcfonts: ``True`` + *no description* + +pgf.preamble: ``''`` + See text.latex.preamble for documentation + +pgf.texsystem: ``'xelatex'`` + *no description* + +docstring.hardcopy: ``False`` + set this when you want to generate hardcopy docstring + +keymap.fullscreen: ``['f', 'ctrl+f']`` + toggling + +keymap.home: ``['h', 'r', 'home']`` + home or reset mnemonic + +keymap.back: ``['left', 'c', 'backspace', 'MouseButton.BACK']`` + forward / backward keys + +keymap.forward: ``['right', 'v', 'MouseButton.FORWARD']`` + for quick navigation + +keymap.pan: ``['p']`` + pan mnemonic + +keymap.zoom: ``['o']`` + zoom mnemonic + +keymap.save: ``['s', 'ctrl+s']`` + saving current figure + +keymap.help: ``['f1']`` + display help about active tools + +keymap.quit: ``['ctrl+w', 'cmd+w', 'q']`` + close the current figure + +keymap.quit_all: ``[]`` + close all figures + +keymap.grid: ``['g']`` + switching on/off major grids in current axes + +keymap.grid_minor: ``['G']`` + switching on/off minor grids in current axes + +keymap.yscale: ``['l']`` + toggle scaling of y-axes ('log'/'linear') + +keymap.xscale: ``['k', 'L']`` + toggle scaling of x-axes ('log'/'linear') + +keymap.copy: ``['ctrl+c', 'cmd+c']`` + copy figure to clipboard + +animation.html: ``'none'`` + How to display the animation as HTML in the IPython notebook: - 'html5' uses HTML5 video tag - 'jshtml' creates a JavaScript animation + +animation.writer: ``'ffmpeg'`` + MovieWriter 'backend' to use + +animation.codec: ``'h264'`` + Codec to use for writing movie + +animation.bitrate: ``-1`` + Controls size/quality trade-off for movie. -1 implies let utility auto-determine + +animation.frame_format: ``'png'`` + Controls frame format used by temp files + +animation.ffmpeg_path: ``'ffmpeg'`` + Path to ffmpeg binary. Unqualified paths are resolved by subprocess.Popen. + +animation.ffmpeg_args: ``[]`` + Additional arguments to pass to ffmpeg + +animation.convert_path: ``'convert'`` + Path to ImageMagick's convert binary. Unqualified paths are resolved by subprocess.Popen, except that on Windows, we look up an install of ImageMagick in the registry (as convert is also the name of a system tool). + +animation.convert_args: ``['-layers', 'OptimizePlus']`` + Additional arguments to pass to convert + +animation.embed_limit: ``20.0`` + Limit, in MB, of size of base64 encoded animation in HTML (i.e. IPython notebook) + +_internal.classic_mode: ``False`` + *no description* + +backend: ``None`` + *no description* diff --git a/doc/users/index.rst b/doc/users/index.rst index 733f176e556c..b98bda824a7e 100644 --- a/doc/users/index.rst +++ b/doc/users/index.rst @@ -59,6 +59,7 @@ Using Matplotlib :maxdepth: 2 :includehidden: + explain/configuration explain/customizing .. grid-item-card:: diff --git a/galleries/users_explain/configuration.py b/galleries/users_explain/configuration.py new file mode 100644 index 000000000000..d5f7f38e98ff --- /dev/null +++ b/galleries/users_explain/configuration.py @@ -0,0 +1,14 @@ +""" +.. _rcparams_reference: + +Matplotlib configuration - rcParams +=================================== +Matplotlib's configuration parameters (rcParams) control the behavior and +appearance of plots. These parameters are stored in a dict-like variable +called :data:`matplotlib.rcParams` (also accessible via ``plt.rcParams``). + +The following is a comprehensive reference of all available rcParams and their +default values. + +.. include:: /users/_rcparams_generated.rst +""" diff --git a/lib/matplotlib/rcsetup.py b/lib/matplotlib/rcsetup.py index a088274b3439..cbfd8f6afca6 100644 --- a/lib/matplotlib/rcsetup.py +++ b/lib/matplotlib/rcsetup.py @@ -13,12 +13,17 @@ root source directory. """ + import ast +from dataclasses import dataclass from functools import lru_cache, reduce from numbers import Real import operator import os +from pathlib import Path import re +from typing import Any +from collections.abc import Callable import numpy as np @@ -67,6 +72,36 @@ def __call__(self, s): msg += "; remove quotes surrounding your string" raise ValueError(msg) + def __repr__(self): + return (f"{self.__class__.__name__}(" + f"key={self.key!r}, valid={[*self.valid.values()]}, " + f"ignorecase={self.ignorecase})") + + def __eq__(self, other): + if self is other: + return True + if not isinstance(other, ValidateInStrings): + return NotImplemented + return ( + self.key, + self.ignorecase, + self._deprecated_since, + tuple(sorted(self.valid.items())) + ) == ( + other.key, + other.ignorecase, + other._deprecated_since, + tuple(sorted(other.valid.items())) + ) + + def __hash__(self): + return hash(( + self.key, + self.ignorecase, + self._deprecated_since, + tuple(sorted(self.valid.items())) + )) + def _single_string_color_list(s, scalar_validator): """ @@ -215,10 +250,11 @@ def validator(s): validate_string, doc='return a list of strings') validate_int = _make_type_validator(int) validate_int_or_None = _make_type_validator(int, allow_none=True) +validate_intlist = _listify_validator(validate_int, n=2) validate_float = _make_type_validator(float) validate_float_or_None = _make_type_validator(float, allow_none=True) validate_floatlist = _listify_validator( - validate_float, doc='return a list of floats') + validate_float) def _validate_marker(s): @@ -1112,7 +1148,7 @@ def _convert_validator_spec(key, conv): "axes.labelcolor": validate_color, # color of axis label # use scientific notation if log10 of the axis range is smaller than the # first or larger than the second - "axes.formatter.limits": _listify_validator(validate_int, n=2), + "axes.formatter.limits": validate_intlist, # use current locale to format ticks "axes.formatter.use_locale": validate_bool, "axes.formatter.use_mathtext": validate_bool, @@ -1405,3 +1441,1853 @@ def _convert_validator_spec(key, conv): } _validators = {k: _convert_validator_spec(k, conv) for k, conv in _validators.items()} + + +@dataclass +class _Param: + name: str + default: Any + validator: Callable[[Any], Any] + description: str = None + + +_params = [ + _Param( + "webagg.port", + default=8988, + validator=validate_int, + description="The port to use for the web server in the WebAgg backend." + ), + _Param( + "webagg.address", + default="127.0.0.1", + validator=validate_string, + description="The address on which the WebAgg web server should be reachable." + ), + _Param( + "webagg.port_retries", + default=50, + validator=validate_int, + description="If webagg.port is unavailable, a number of other random ports " + "will be tried until one that is available is found." + ), + _Param( + "webagg.open_in_browser", + default=True, + validator=validate_bool, + description="When True, open the web browser to the plot that is shown" + ), + _Param( + "backend_fallback", + default=True, + validator=validate_bool, + description="If you are running pyplot inside a GUI and your backend choice " + "conflicts, we will automatically try to find a compatible one for " + "you if backend_fallback is True" + ), + _Param( + "interactive", + default=False, + validator=validate_bool + ), + _Param( + "figure.hooks", + default=[], + validator=validate_stringlist, + description="list of dotted.module.name:dotted.callable.name" + ), + _Param( + "toolbar", + default="toolbar2", + validator=_validate_toolbar, + description="{None, toolbar2, toolmanager}" + ), + _Param( + "timezone", + default="UTC", + validator=validate_string, + description="a pytz timezone string, e.g., US/Central or Europe/Paris" + ), + _Param( + "lines.linewidth", + default=1.5, + validator=validate_float, + description="line width in points" + ), + _Param( + "lines.linestyle", + default="-", + validator=_validate_linestyle, + description="solid line" + ), + _Param( + "lines.color", + default="C0", + validator=validate_color, + description="has no affect on plot(); see axes.prop_cycle" + ), + _Param( + "lines.marker", + default="None", + validator=_validate_marker, + description="the default marker" + ), + _Param( + "lines.markerfacecolor", + default="auto", + validator=validate_color_or_auto, + description="the default marker face color" + ), + _Param( + "lines.markeredgecolor", + default="auto", + validator=validate_color_or_auto, + description="the default marker edge color" + ), + _Param( + "lines.markeredgewidth", + default=1.0, + validator=validate_float, + description="the line width around the marker symbol" + ), + _Param( + "lines.markersize", + default=6.0, + validator=validate_float, + description="marker size, in points" + ), + _Param( + "lines.dash_joinstyle", + default="round", + validator=JoinStyle, + description="{miter, round, bevel}" + ), + _Param( + "lines.dash_capstyle", + default="butt", + validator=CapStyle, + description="{butt, round, projecting}" + ), + _Param( + "lines.solid_joinstyle", + default="round", + validator=JoinStyle, + description="{miter, round, bevel}" + ), + _Param( + "lines.solid_capstyle", + default="projecting", + validator=CapStyle, + description="{butt, round, projecting}" + ), + _Param( + "lines.antialiased", + default=True, + validator=validate_bool, + description="render lines in antialiased (no jaggies)" + ), + _Param( + "lines.dashed_pattern", + default=[3.7, 1.6], + validator=validate_floatlist, + description="The dash pattern for linestyle 'dashed'" + ), + _Param( + "lines.dashdot_pattern", + default=[6.4, 1.6, 1.0, 1.6], + validator=validate_floatlist, + description="The dash pattern for linestyle 'dashdot'" + ), + _Param( + "lines.dotted_pattern", + default=[1.0, 1.65], + validator=validate_floatlist, + description="The dash pattern for linestyle 'dotted'" + ), + _Param( + "lines.scale_dashes", + default=True, + validator=validate_bool + ), + _Param( + "markers.fillstyle", + default="full", + validator=validate_fillstyle, + description="{full, left, right, bottom, top, none}" + ), + _Param( + "pcolor.shading", + default="auto", + validator=["auto", "flat", "nearest", "gouraud"] + ), + _Param( + "pcolormesh.snap", + default=True, + validator=validate_bool, + description="Whether to snap the mesh to pixel boundaries. This is provided " + "solely to allow old test images to remain unchanged. Set to False " + "to obtain the previous behavior." + ), + _Param( + "patch.linewidth", + default=1.0, + validator=validate_float, + description="edge width in points." + ), + _Param( + "patch.facecolor", + default="C0", + validator=validate_color + ), + _Param( + "patch.edgecolor", + default="black", + validator=validate_color, + description='By default, Patches and Collections do not draw edges. This value ' + 'is only used if facecolor is "none" (an Artist without facecolor ' + 'and edgecolor would be invisible) or if patch.force_edgecolor ' + 'is True.' + ), + _Param( + "patch.force_edgecolor", + default=False, + validator=validate_bool, + description="By default, Patches and Collections do not draw edges. Set this " + "to True to draw edges with patch.edgedcolor as the default " + "edgecolor. This is mainly relevant for styles." + ), + _Param( + "patch.antialiased", + default=True, + validator=validate_bool, + description="render patches in antialiased (no jaggies)" + ), + _Param("hatch.color", "edge", _validate_color_or_edge), + _Param("hatch.linewidth", 1.0, validate_float), + _Param("boxplot.notch", False, validate_bool), + _Param("boxplot.vertical", True, validate_bool), + _Param("boxplot.whiskers", 1.5, validate_whiskers), + _Param("boxplot.bootstrap", None, validate_int_or_None), + _Param("boxplot.patchartist", False, validate_bool), + _Param("boxplot.showmeans", False, validate_bool), + _Param("boxplot.showcaps", True, validate_bool), + _Param("boxplot.showbox", True, validate_bool), + _Param("boxplot.showfliers", True, validate_bool), + _Param("boxplot.meanline", False, validate_bool), + _Param("boxplot.flierprops.color", "black", validate_color), + _Param("boxplot.flierprops.marker", "o", _validate_marker), + _Param("boxplot.flierprops.markerfacecolor", "none", validate_color_or_auto), + _Param("boxplot.flierprops.markeredgecolor", "black", validate_color), + _Param("boxplot.flierprops.markeredgewidth", 1.0, validate_float), + _Param("boxplot.flierprops.markersize", 6.0, validate_float), + _Param("boxplot.flierprops.linestyle", "none", _validate_linestyle), + _Param("boxplot.flierprops.linewidth", 1.0, validate_float), + _Param("boxplot.boxprops.color", "black", validate_color), + _Param("boxplot.boxprops.linewidth", 1.0, validate_float), + _Param("boxplot.boxprops.linestyle", "-", _validate_linestyle), + _Param("boxplot.whiskerprops.color", "black", validate_color), + _Param("boxplot.whiskerprops.linewidth", 1.0, validate_float), + _Param("boxplot.whiskerprops.linestyle", "-", _validate_linestyle), + _Param("boxplot.capprops.color", "black", validate_color), + _Param("boxplot.capprops.linewidth", 1.0, validate_float), + _Param("boxplot.capprops.linestyle", "-", _validate_linestyle), + _Param("boxplot.medianprops.color", "C1", validate_color), + _Param("boxplot.medianprops.linewidth", 1.0, validate_float), + _Param("boxplot.medianprops.linestyle", "-", _validate_linestyle), + _Param("boxplot.meanprops.color", "C2", validate_color), + _Param("boxplot.meanprops.marker", "^", _validate_marker), + _Param("boxplot.meanprops.markerfacecolor", "C2", validate_color), + _Param("boxplot.meanprops.markeredgecolor", "C2", validate_color), + _Param("boxplot.meanprops.markersize", 6.0, validate_float), + _Param("boxplot.meanprops.linestyle", "--", _validate_linestyle), + _Param("boxplot.meanprops.linewidth", 1.0, validate_float), + _Param("font.family", ["sans-serif"], validate_stringlist), + _Param("font.style", "normal", validate_string), + _Param("font.variant", "normal", validate_string), + _Param("font.weight", "normal", validate_fontweight), + _Param("font.stretch", "normal", validate_fontstretch), + _Param("font.size", 10.0, validate_float), + _Param( + "font.serif", + default=[ + "DejaVu Serif", "Bitstream Vera Serif", "Computer Modern Roman", + "New Century Schoolbook", "Century Schoolbook L", "Utopia", "ITC Bookman", + "Bookman", "Nimbus Roman No9 L", "Times New Roman", "Times", "Palatino", + "Charter", "serif", + ], + validator=validate_stringlist + ), + _Param( + "font.sans-serif", + default=[ + "DejaVu Sans", "Bitstream Vera Sans", "Computer Modern Sans Serif", + "Lucida Grande", "Verdana", "Geneva", "Lucid", "Arial", "Helvetica", + "Avant Garde", "sans-serif", + ], + validator=validate_stringlist + ), + _Param( + "font.cursive", + default=[ + "Apple Chancery", "Textile", "Zapf Chancery", "Sand", "Script MT", "Felipa", + "Comic Neue", "Comic Sans MS", "cursive", + ], + validator=validate_stringlist + ), + _Param( + "font.fantasy", + default=["Chicago", "Charcoal", "Impact", "Western", "xkcd script", "fantasy"], + validator=validate_stringlist + ), + _Param( + "font.monospace", + default=[ + "DejaVu Sans Mono", "Bitstream Vera Sans Mono", + "Computer Modern Typewriter", "Andale Mono", "Nimbus Mono L", "Courier New", + "Courier", "Fixed", "Terminal", "monospace", + ], + validator=validate_stringlist + ), + _Param( + "font.enable_last_resort", + default=True, + validator=validate_bool, + description="If True, then Unicode Consortium's Last Resort font will be " + "appended to all font selections. This ensures that there will " + "always be a glyph displayed." + ), + _Param( + "text.color", + default="black", + validator=validate_color + ), + _Param("text.hinting", + default="force_autohint", + validator=[ + "default", "no_autohint", "force_autohint", "no_hinting", "auto", "native", + "either", "none", + ], + description="FreeType hinting flag (\"foo\" corresponds to FT_LOAD_FOO); may " + "be one of the following (Proprietary Matplotlib-specific synonyms " + "are given in parentheses, but their use is discouraged): " + "- default: Use the font's native hinter if possible, else " + " FreeType's auto-hinter. (\"either\" is a synonym)." + "- no_autohint: Use the font's native hinter if possible, else " + " don't hint. (\"native\" is a synonym.)" + "- force_autohint: Use FreeType's auto-hinter. (\"auto\" is a " + " synonym.)" + "- no_hinting: Disable hinting. (\"none\" is a synonym.)" + ), + _Param( + "text.hinting_factor", + default=8, + validator=validate_int, + description="Specifies the amount of softness for hinting in the horizontal " + "direction. A value of 1 will hint to full pixels. A value of 2 " + "will hint to half pixels etc." + ), + _Param( + "text.kerning_factor", + default=0, + validator=validate_int, + description="Specifies the scaling factor for kerning values. This is " + "provided solely to allow old test images to remain unchanged. " + "Set to 6 to obtain previous behavior. Values other than 0 or 6 " + "have no defined meaning." + ), + _Param( + "text.antialiased", + default=True, + validator=validate_bool, + description="If True (default), the text will be antialiased. This only " + "affects raster outputs." + ), + _Param( + "text.parse_math", + default=True, + validator=validate_bool, + description="Use mathtext if there is an even number of unescaped dollar signs." + + ), + _Param( + "text.usetex", + default=False, + validator=validate_bool, + description="use latex for all text handling. The following fonts are " + "supported through the usual rc parameter settings: " + "new century schoolbook, bookman, times, palatino, zapf chancery, " + "charter, serif, sans-serif, helvetica, avant garde, courier, " + "monospace, computer modern roman, computer modern sans serif, " + "computer modern typewriter" + ), + _Param( + "text.latex.preamble", + default="", + validator=validate_string, + description='IMPROPER USE OF THIS FEATURE WILL LEAD TO LATEX FAILURES AND IS ' + 'THEREFORE UNSUPPORTED. PLEASE DO NOT ASK FOR HELP IF THIS FEATURE ' + 'DOES NOT DO WHAT YOU EXPECT IT TO. text.latex.preamble is a ' + 'single line of LaTeX code that will be passed on to the LaTeX ' + 'system. It may contain any code that is valid for the LaTeX ' + '"preamble", i.e. between the "\\documentclass" and ' + '"\\begin{document}" statements. Note that it has to be put on a ' + 'single line, which may become quite long. The following packages ' + 'are always loaded with usetex, so beware of package collisions: ' + ' color, fix-cm, geometry, graphicx, textcomp. PostScript ' + '(PSNFSS) font packages may also be loaded, depending on your font ' + 'settings.' + ), + _Param( + "mathtext.fontset", + default="dejavusans", + validator=["dejavusans", "dejavuserif", "cm", "stix", "stixsans", "custom"], + description="Should be 'dejavusans' (default), 'dejavuserif', " + "'cm' (Computer Modern), 'stix', 'stixsans' or 'custom'" + ), + _Param("mathtext.bf", "sans:bold", validate_font_properties), + _Param("mathtext.bfit", "sans:italic:bold", validate_font_properties), + _Param("mathtext.cal", "cursive", validate_font_properties), + _Param("mathtext.it", "sans:italic", validate_font_properties), + _Param("mathtext.rm", "sans", validate_font_properties), + _Param("mathtext.sf", "sans", validate_font_properties), + _Param("mathtext.tt", "monospace", validate_font_properties), + _Param( + "mathtext.fallback", + default="cm", + validator=_validate_mathtext_fallback, + description="Select fallback font from ['cm' (Computer Modern), 'stix', " + "'stixsans'] when a symbol cannot be found in one of the custom " + "math fonts. Select 'None' to not perform fallback and replace the " + "missing character by a dummy symbol." + ), + _Param("mathtext.default", "it", + ["rm", "cal", "bfit", "it", "tt", "sf", "bf", "default", "bb", "frak", "scr", + "regular", ], + description='The default font to use for math. Can be any of the LaTeX font ' + 'names, including the special name "regular" for the same font ' + 'used in regular text.', + ), + _Param( + "axes.facecolor", + default="white", + validator=validate_color, + description="axes background color" + ), + _Param( + "axes.edgecolor", + default="black", + validator=validate_color, + description="axes edge color" + ), + _Param( + "axes.linewidth", + default=0.8, + validator=validate_float, + description="edge line width" + ), + _Param( + "axes.grid", + default=False, + validator=validate_bool, + description="display grid or not" + ), + _Param( + "axes.grid.axis", + default="both", + validator=["x", "y", "both"], + description="which axis the grid should apply to" + ), + _Param( + "axes.grid.which", + default="major", + validator=["minor", "both", "major"], + description="grid lines at {major, minor, both} ticks" + ), + _Param( + "axes.titlelocation", + default="center", + validator=["left", "center", "right"], + description="alignment of the title: {left, right, center}" + ), + _Param( + "axes.titlesize", + default="large", + validator=validate_fontsize, + description="font size of the axes title" + ), + _Param( + "axes.titleweight", + default="normal", + validator=validate_fontweight, + description="font weight of title" + ), + _Param( + "axes.titlecolor", + default="auto", + validator=validate_color_or_auto, + description="color of the axes title, auto falls back to text.color as default " + "value" + ), + _Param( + "axes.titley", + default=None, + validator=validate_float_or_None, + description="position title (axes relative units). None implies auto" + ), + _Param( + "axes.titlepad", + default=6.0, + validator=validate_float, + description="pad between axes and title in points" + ), + _Param( + "axes.labelsize", + default="medium", + validator=validate_fontsize, + description="font size of the x and y labels" + ), + _Param( + "axes.labelpad", + default=4.0, + validator=validate_float, + description="space between label and axis" + ), + _Param( + "axes.labelweight", + default="normal", + validator=validate_fontweight, + description="weight of the x and y labels" + ), + _Param( + "axes.labelcolor", + default="black", + validator=validate_color + ), + _Param( + "axes.axisbelow", + default="line", + validator=validate_axisbelow, + description="draw axis gridlines and ticks: " + "- below patches (True) " + "- above patches but below lines ('line') " + "- above all (False)" + ), + _Param( + "axes.formatter.limits", + default=[-5, 6], + validator=validate_intlist, + description="use scientific notation if log10 of the axis range is smaller " + "than the first or larger than the second" + ), + _Param( + "axes.formatter.use_locale", + default=False, + validator=validate_bool, + description="When True, format tick labels according to the user's locale. " + "For example, use ',' as a decimal separator in the fr_FR locale." + ), + _Param( + "axes.formatter.use_mathtext", + default=False, + validator=validate_bool, + description="When True, use mathtext for scientific notation." + ), + _Param( + "axes.formatter.min_exponent", + default=0, + validator=validate_int, + description="minimum exponent to format in scientific notation" + ), + _Param( + "axes.formatter.useoffset", + default=True, + validator=validate_bool, + description="If True, the tick label formatter will default to labeling ticks " + "relative to an offset when the data range is small compared to " + "the minimum absolute value of the data." + ), + _Param( + "axes.formatter.offset_threshold", + default=4, + validator=validate_int, + description="When useoffset is True, the offset will be used when it can " + "remove at least this number of significant digits from tick " + "labels." + ), + _Param( + "axes.spines.left", + default=True, + validator=validate_bool, + description="display axis spines" + ), + _Param("axes.spines.bottom", True, validate_bool), + _Param("axes.spines.top", True, validate_bool), + _Param( + "axes.spines.right", + default=True, + validator=validate_bool + ), + _Param( + "axes.unicode_minus", + default=True, + validator=validate_bool, + description="use Unicode for the minus symbol rather than hyphen. See " + "https://en.wikipedia.org/wiki/Plus_and_minus_signs#Character_codes" + + ), + _Param("axes.prop_cycle", + default=cycler( + "color", + [(0.12156862745098039, 0.4666666666666667, 0.7058823529411765), + (1.0, 0.4980392156862745, 0.054901960784313725), + (0.17254901960784313, 0.6274509803921569, 0.17254901960784313), + (0.8392156862745098, 0.15294117647058825, 0.1568627450980392), + (0.5803921568627451, 0.403921568627451, 0.7411764705882353), + (0.5490196078431373, 0.33725490196078434, 0.29411764705882354), + (0.8901960784313725, 0.4666666666666667, 0.7607843137254902), + (0.4980392156862745, 0.4980392156862745, 0.4980392156862745), + (0.7372549019607844, 0.7411764705882353, 0.13333333333333333), + (0.09019607843137255, 0.7450980392156863, 0.8117647058823529), + ], + ), + validator=validate_cycler + ), + _Param( + "axes.xmargin", + default=0.05, + validator=_validate_greaterthan_minushalf, + description="x margin. See `~.axes.Axes.margins`" + ), + _Param( + "axes.ymargin", + default=0.05, + validator=_validate_greaterthan_minushalf, + description="y margin. See `~.axes.Axes.margins`" + ), + _Param( + "axes.zmargin", + default=0.05, + validator=_validate_greaterthan_minushalf, + description="z margin. See `~.axes.Axes.margins`" + ), + _Param( + "axes.autolimit_mode", + default="data", + validator=["data", "round_numbers"], + description='If "data", use axes.xmargin and axes.ymargin as is. If ' + '"round_numbers", after application of margins, axis limits are ' + 'further expanded to the nearest "round" number.', + ), + _Param( + "polaraxes.grid", + default=True, + validator=validate_bool, + description="display grid on polar axes" + ), + _Param( + "axes3d.grid", + default=True, + validator=validate_bool, description="display grid on 3D axes" + ), + _Param( + "axes3d.automargin", + default=False, + validator=validate_bool, + description="automatically add margin when manually setting 3D axis limits" + ), + _Param( + "axes3d.xaxis.panecolor", + default=(0.95, 0.95, 0.95, 0.5), + validator=validate_color, + description="background pane on 3D axes" + ), + _Param( + "axes3d.yaxis.panecolor", + default=(0.9, 0.9, 0.9, 0.5), + validator=validate_color, + description="background pane on 3D axes" + ), + _Param( + "axes3d.zaxis.panecolor", + default=(0.925, 0.925, 0.925, 0.5), + validator=validate_color, + description="background pane on 3D axes" + ), + _Param( + "axes3d.depthshade", + default=True, + validator=validate_bool, + description="depth shade for 3D scatter plots" + ), + _Param( + "axes3d.depthshade_minalpha", + default=0.3, + validator=validate_float, + description="minimum alpha value for depth shading" + ), + _Param( + "axes3d.mouserotationstyle", + default="arcball", + validator=["azel", "trackball", "sphere", "arcball"], + description="{azel, trackball, sphere, arcball} See also " + "https://matplotlib.org/stable/api/toolkits/mplot3d/view_angles.html#rotation-with-mouse"), # noqa + _Param( + "axes3d.trackballsize", + default=0.667, + validator=validate_float, + description="trackball diameter, in units of the Axes bbox" + ), + _Param( + "axes3d.trackballborder", + default=0.2, + validator=validate_float, + description="trackball border width, in units of the Axes bbox (only for " + "'sphere' and 'arcball' style)" + ), + _Param( + "xaxis.labellocation", + default="center", + validator=["left", "center", "right"], + description="alignment of the xaxis label: {left, right, center}" + ), + _Param( + "yaxis.labellocation", + default="center", + validator=["bottom", "center", "top"], + description="alignment of the yaxis label: {bottom, top, center}" + ), + _Param("date.autoformatter.year", "%Y", validate_string), + _Param("date.autoformatter.month", "%Y-%m", validate_string), + _Param("date.autoformatter.day", "%Y-%m-%d", validate_string), + _Param("date.autoformatter.hour", "%m-%d %H", validate_string), + _Param("date.autoformatter.minute", "%d %H:%M", validate_string), + _Param("date.autoformatter.second", "%H:%M:%S", validate_string), + _Param("date.autoformatter.microsecond", "%M:%S.%f", validate_string), + _Param( + "date.epoch", + default="1970-01-01T00:00:00", + validator=_validate_date, + description="The reference date for Matplotlib's internal date representation. " + "See https://matplotlib.org/stable/gallery/ticks/date_precision_and_epochs.html"), #noqa + _Param( + "date.converter", + default="auto", + validator=["auto", "concise"], + description="'auto', 'concise'" + ), + _Param( + "date.interval_multiples", + default=True, + validator=validate_bool, + description="For auto converter whether to use interval_multiples" + ), + _Param( + "xtick.top", + default=False, + validator=validate_bool, + description="draw ticks on the top side" + ), + _Param( + "xtick.bottom", + default=True, + validator=validate_bool, + description="draw ticks on the bottom side" + ), + _Param( + "xtick.labeltop", + default=False, + validator=validate_bool, + description="draw label on the top" + ), + _Param( + "xtick.labelbottom", + default=True, + validator=validate_bool, + description="draw label on the bottom" + ), + _Param( + "xtick.major.size", + default=3.5, + validator=validate_float, + description="major tick size in points" + ), + _Param( + "xtick.minor.size", + default=2.0, + validator=validate_float, + description="minor tick size in points" + ), + _Param( + "xtick.major.width", + default=0.8, + validator=validate_float, + description="major tick width in points" + ), + _Param( + "xtick.minor.width", + default=0.6, + validator=validate_float, + description="minor tick width in points" + ), + _Param( + "xtick.major.pad", + default=3.5, + validator=validate_float, + description="distance to major tick label in points" + ), + _Param( + "xtick.minor.pad", + default=3.4, + validator=validate_float, + description="distance to the minor tick label in points" + ), + _Param( + "xtick.color", + default="black", + validator=validate_color, + description="color of the ticks" + ), + _Param( + "xtick.labelcolor", + default="inherit", + validator=validate_color_or_inherit, + description="color of the tick labels or inherit from xtick.color" + ), + _Param( + "xtick.labelsize", + default="medium", + validator=validate_fontsize, + description="font size of the tick labels" + ), + _Param( + "xtick.direction", + default="out", + validator=["out", "in", "inout"], + description="direction: {in, out, inout}" + ), + _Param( + "xtick.minor.visible", + default=False, + validator=validate_bool, + description="visibility of minor ticks on x-axis" + ), + _Param( + "xtick.major.top", + default=True, + validator=validate_bool, + description="draw x axis top major ticks" + ), + _Param( + "xtick.major.bottom", + default=True, + validator=validate_bool, + description="draw x axis bottom major ticks" + ), + _Param( + "xtick.minor.top", + default=True, + validator=validate_bool, + description="draw x axis top minor ticks" + ), + _Param( + "xtick.minor.bottom", + default=True, + validator=validate_bool, + description="draw x axis bottom minor ticks" + ), + _Param( + "xtick.minor.ndivs", + default="auto", + validator=_validate_minor_tick_ndivs, + description="number of minor ticks between the major ticks on x-axis" + ), + _Param( + "xtick.alignment", + default="center", + validator=["center", "right", "left"], + description="alignment of xticks" + ), + _Param( + "ytick.left", + default=True, + validator=validate_bool, + description="draw ticks on the left side" + ), + _Param( + "ytick.right", + default=False, + validator=validate_bool, + description="draw ticks on the right side" + ), + _Param( + "ytick.labelleft", + default=True, + validator=validate_bool, + description="draw tick labels on the left side" + ), + _Param( + "ytick.labelright", + default=False, + validator=validate_bool, + description="draw tick labels on the right side" + ), + _Param( + "ytick.major.size", + default=3.5, + validator=validate_float, + description="major tick size in points" + ), + _Param( + "ytick.minor.size", + default=2.0, + validator=validate_float, + description="minor tick size in points" + ), + _Param( + "ytick.major.width", + default=0.8, + validator=validate_float, + description="major tick width in points" + ), + _Param( + "ytick.minor.width", + default=0.6, + validator=validate_float, + description="minor tick width in points" + ), + _Param( + "ytick.major.pad", + default=3.5, + validator=validate_float, + description="distance to major tick label in points" + ), + _Param( + "ytick.minor.pad", + default=3.4, + validator=validate_float, + description="distance to the minor tick label in points" + ), + _Param( + "ytick.color", + default="black", + validator=validate_color, + description="color of the ticks" + ), + _Param( + "ytick.labelcolor", + default="inherit", + validator=validate_color_or_inherit, + description="color of the tick labels or inherit from ytick.color" + ), + _Param( + "ytick.labelsize", + default="medium", + validator=validate_fontsize, + description="font size of the tick labels" + ), + _Param( + "ytick.direction", + default="out", + validator=["out", "in", "inout"], + description="direction: {in, out, inout}" + ), + _Param( + "ytick.minor.visible", + default=False, + validator=validate_bool, + description="visibility of minor ticks on y-axis" + ), + _Param( + "ytick.major.left", + default=True, + validator=validate_bool, + description="draw y axis left major ticks" + ), + _Param( + "ytick.major.right", + default=True, + validator=validate_bool, + description="draw y axis right major ticks" + ), + _Param( + "ytick.minor.left", + default=True, + validator=validate_bool, + description="draw y axis left minor ticks" + ), + _Param( + "ytick.minor.right", + default=True, + validator=validate_bool, + description="draw y axis right minor ticks" + ), + _Param( + "ytick.minor.ndivs", + default="auto", + validator=_validate_minor_tick_ndivs, + description="number of minor ticks between the major ticks on y-axis" + ), + _Param("ytick.alignment", "center_baseline", + ["center", "top", "bottom", "baseline", "center_baseline"], + description="alignment of yticks" + ), + _Param( + "grid.color", + default="#b0b0b0", + validator=validate_color, + description='b0b0b0" # grid color' + ), + _Param( + "grid.linestyle", + default="-", + validator=_validate_linestyle, + description="solid" + ), + _Param( + "grid.linewidth", + default=0.8, + validator=validate_float, + description="in points" + ), + _Param( + "grid.alpha", + default=1.0, + validator=validate_float, + description="transparency, between 0.0 and 1.0" + ), + _Param( + "grid.major.color", + default=None, + validator=_validate_color_or_None, + description="If None defaults to grid.color" + ), + _Param( + "grid.major.linestyle", + default=None, + validator=_validate_linestyle_or_None, + description="If None defaults to grid.linestyle" + ), + _Param( + "grid.major.linewidth", + default=None, + validator=validate_float_or_None, + description="If None defaults to grid.linewidth" + ), + _Param( + "grid.major.alpha", + default=None, + validator=validate_float_or_None, + description="If None defaults to grid.alpha" + ), + _Param( + "grid.minor.color", + default=None, + validator=_validate_color_or_None, + description="If None defaults to grid.color" + ), + _Param( + "grid.minor.linestyle", + default=None, + validator=_validate_linestyle_or_None, + description="If None defaults to grid.linestyle" + ), + _Param( + "grid.minor.linewidth", + default=None, + validator=validate_float_or_None, + description="If None defaults to grid.linewidth" + ), + _Param( + "grid.minor.alpha", + default=None, + validator=validate_float_or_None, + description="If None defaults to grid.alpha" + ), + _Param( + "legend.loc", + default="best", + validator=_validate_legend_loc + ), + _Param( + "legend.frameon", + default=True, + validator=validate_bool, + description="if True, draw the legend on a background patch" + ), + _Param( + "legend.framealpha", + default=0.8, + validator=validate_float_or_None, + description="legend patch transparency" + ), + _Param( + "legend.facecolor", + default="inherit", + validator=validate_color_or_inherit, + description="inherit from axes.facecolor; or color spec" + ), + _Param( + "legend.edgecolor", + default="0.8", + validator=validate_color_or_inherit, + description="background patch boundary color" + ), + _Param( + "legend.linewidth", + default=None, + validator=validate_float_or_None, + description="line width of the legend frame, None means inherit from " + "patch.linewidth" + ), + _Param( + "legend.fancybox", + default=True, + validator=validate_bool, + description="if True, use a rounded box for the legend background, else a " + "rectangle" + ), + _Param( + "legend.shadow", + default=False, + validator=validate_bool, + description="if True, give background a shadow effect" + ), + _Param( + "legend.numpoints", + default=1, + validator=validate_int, + description="the number of marker points in the legend line" + ), + _Param( + "legend.scatterpoints", + default=1, + validator=validate_int, + description="number of scatter points" + ), + _Param( + "legend.markerscale", + default=1.0, + validator=validate_float, + description="the relative size of legend markers vs. original" + ), + _Param( + "legend.fontsize", + default="medium", + validator=validate_fontsize + ), + _Param( + "legend.labelcolor", + default="None", + validator=_validate_color_or_linecolor + ), + _Param( + "legend.title_fontsize", + default=None, + validator=validate_fontsize_None, + description="None sets to the same as the default axes." + ), + _Param( + "legend.borderpad", + default=0.4, + validator=validate_float, + description="border whitespace" + ), + _Param( + "legend.labelspacing", + default=0.5, + validator=validate_float, + description="the vertical space between the legend entries" + ), + _Param( + "legend.handlelength", + default=2.0, + validator=validate_float, + description="the length of the legend lines" + ), + _Param( + "legend.handleheight", + default=0.7, + validator=validate_float, + description="the height of the legend handle" + ), + _Param( + "legend.handletextpad", + default=0.8, + validator=validate_float, + description="the space between the legend line and legend text" + ), + _Param( + "legend.borderaxespad", + default=0.5, + validator=validate_float, + description="the border between the axes and legend edge" + ), + _Param( + "legend.columnspacing", + default=2.0, + validator=validate_float, description="column separation" + ), + _Param( + "figure.titlesize", + default="large", + validator=validate_fontsize, + description="size of the figure title (``Figure.suptitle()``)" + ), + _Param( + "figure.titleweight", + default="normal", + validator=validate_fontweight, + description="weight of the figure title" + ), + _Param( + "figure.labelsize", + default="large", + validator=validate_fontsize, + description="size of the figure label (``Figure.sup[x|y]label()``)" + ), + _Param( + "figure.labelweight", + default="normal", + validator=validate_fontweight, + description="weight of the figure label" + ), + _Param( + "figure.figsize", + default=[6.4, 4.8], + validator=_listify_validator(validate_float, n=2), + description="figure size in inches" + ), + _Param( + "figure.dpi", + default=100.0, + validator=validate_float, description="figure dots per inch" + ), + _Param( + "figure.facecolor", + default="white", + validator=validate_color, description="figure face color" + ), + _Param( + "figure.edgecolor", + default="white", + validator=validate_color, description="figure edge color" + ), + _Param( + "figure.frameon", + default=True, + validator=validate_bool, description="enable figure frame" + ), + _Param( + "figure.max_open_warning", + default=20, + validator=validate_int, + description="The maximum number of figures to open through the pyplot " + "interface before emitting a warning. If less than one this " + "feature is disabled." + ), + _Param( + "figure.raise_window", + default=True, + validator=validate_bool, + description="Raise the GUI window to front when show() is called. If set to " + "False, we currently do not take any further actions and whether " + "the window appears on the front may depend on the GUI framework " + "and window manager." + ), + _Param( + "figure.subplot.left", + default=0.125, + validator=validate_float, + description="the left side of the subplots of the figure" + ), + _Param( + "figure.subplot.right", + default=0.9, + validator=validate_float, + description="the right side of the subplots of the figure" + ), + _Param( + "figure.subplot.bottom", + default=0.11, + validator=validate_float, + description="the bottom of the subplots of the figure" + ), + _Param( + "figure.subplot.top", + default=0.88, + validator=validate_float, + description="the top of the subplots of the figure" + ), + _Param( + "figure.subplot.wspace", + default=0.2, + validator=validate_float, + description="the amount of width reserved for space between subplots, " + "expressed as a fraction of the average axis width" + ), + _Param( + "figure.subplot.hspace", + default=0.2, + validator=validate_float, + description="the amount of height reserved for space between subplots, " + "expressed as a fraction of the average axis height" + ), + _Param( + "figure.autolayout", + default=False, + validator=validate_bool, + description="When True, automatically adjust subplot parameters to make the " + "plot fit the figure using `~.Figure.tight_layout`" + ), + _Param( + "figure.constrained_layout.use", + default=False, + validator=validate_bool, + description="When True, automatically make plot elements fit on the figure. " + '(Not compatible with "figure.autolayout", above).' + ), + _Param( + "figure.constrained_layout.h_pad", + default=0.04167, + validator=validate_float, + description="Padding (in inches) around axes; defaults to 3/72 inches, " + "i.e. 3 points" + ), + _Param( + "figure.constrained_layout.w_pad", + default=0.04167, + validator=validate_float, + description="Padding (in inches) around axes; defaults to 3/72 inches, " + "i.e. 3 points" + ), + _Param( + "figure.constrained_layout.hspace", + default=0.02, + validator=validate_float, + description="Spacing between subplots, relative to the subplot sizes. Much " + "smaller than for tight_layout (figure.subplot.hspace, " + "figure.subplot.wspace) as constrained_layout already takes " + "surrounding texts (titles, labels, # ticklabels) into account." + ), + _Param( + "figure.constrained_layout.wspace", + default=0.02, + validator=validate_float, + description="Spacing between subplots, relative to the subplot sizes. Much " + "smaller than for tight_layout (figure.subplot.hspace, " + "figure.subplot.wspace) as constrained_layout already takes " + "surrounding texts (titles, labels, # ticklabels) into account." + ), + _Param( + "image.aspect", + default="equal", + validator=validate_aspect, + description="{equal, auto} or a number" + ), + _Param( + "image.interpolation", + default="auto", + validator=validate_string, + description="see help(imshow) for options" + ), + _Param( + "image.interpolation_stage", + default="auto", + validator=["auto", "data", "rgba"], + description="see help(imshow) for options" + ), + _Param( + "image.cmap", + default="viridis", + validator=_validate_cmap, + description="A colormap name (plasma, magma, etc.)" + ), + _Param( + "image.lut", + default=256, + validator=validate_int, + description="the size of the colormap lookup table" + ), + _Param( + "image.origin", + default="upper", + validator=["upper", "lower"], description="{lower, upper}" + ), + _Param( + "image.resample", + default=True, + validator=validate_bool + ), + _Param( + "image.composite_image", + default=True, + validator=validate_bool, + description="When True, all the images on a set of axes are combined into a " + "single composite image before saving a figure as a vector " + "graphics file, such as a PDF." + ), + _Param( + "contour.negative_linestyle", + default="dashed", + validator=_validate_linestyle, + description="string or on-off ink sequence" + ), + _Param( + "contour.corner_mask", + default=True, + validator=validate_bool, description="{True, False}" + ), + _Param( + "contour.linewidth", + default=None, + validator=validate_float_or_None, + description="{float, None} Size of the contour line widths. If set to None, it " + 'falls back to "line.linewidth".' + ), + _Param( + "contour.algorithm", + default="mpl2014", + validator=["mpl2005", "mpl2014", "serial", "threaded"], + description="{mpl2005, mpl2014, serial, threaded}" + ), + _Param( + "errorbar.capsize", + default=0.0, + validator=validate_float, + description="length of end cap on error bars in pixels" + ), + _Param( + "hist.bins", + default=10, + validator=validate_hist_bins, + description="The default number of histogram bins or 'auto'." + ), + _Param( + "scatter.marker", + default="o", + validator=_validate_marker, + description="The default marker type for scatter plots." + ), + _Param( + "scatter.edgecolors", + default="face", + validator=validate_string, + description="The default edge colors for scatter plots." + ), + _Param( + "agg.path.chunksize", + default=0, + validator=validate_int, + description="0 to disable; values in the range 10000 to 100000 can improve " + "speed slightly and prevent an Agg rendering failure when plotting " + "very large data sets, especially if they are very gappy. It may " + "cause minor artifacts, though. A value of 20000 is probably a " + "good starting point." + ), + _Param( + "path.simplify", + default=True, + validator=validate_bool, + description='When True, simplify paths by removing "invisible" points to ' + 'reduce file size and increase rendering speed', + ), + _Param( + "path.simplify_threshold", + default=0.111111111111, + validator=_validate_greaterequal0_lessequal1, + description="The threshold of similarity below which vertices will be removed " + "in the simplification process." + ), + _Param( + "path.snap", + default=True, + validator=validate_bool, + description="When True, rectilinear axis-aligned paths will be snapped to the " + "nearest pixel when certain criteria are met. When False, paths " + "will never be snapped." + ), + _Param( + "path.sketch", + default=None, + validator=validate_sketch, + description="May be None, or a tuple of the form:" + "path.sketch: (scale, length, randomness)" + "- *scale* is the amplitude of the wiggle perpendicular to the line" + " (in pixels)." + "- *length* is the length of the wiggle along the line (in pixels)." + "- *randomness* is the factor by which the length is randomly " + " scaled." + ), + _Param( + "path.effects", + default=[], + validator=validate_anylist + ), + _Param( + "savefig.dpi", + default="figure", + validator=validate_dpi, + description="figure dots per inch or 'figure'" + ), + _Param( + "savefig.facecolor", + default="auto", + validator=validate_color_or_auto, + description="figure face color when saving" + ), + _Param( + "savefig.edgecolor", + default="auto", + validator=validate_color_or_auto, + description="figure edge color when saving" + ), + _Param( + "savefig.format", + default="png", + validator=validate_string, description="{png, ps, pdf, svg}" + ), + _Param( + "savefig.bbox", + default=None, + validator=validate_bbox, + description="{tight, standard} 'tight' is incompatible with generating frames " + "for animation" + ), + _Param( + "savefig.pad_inches", + default=0.1, + validator=validate_float, + description="padding to be used, when bbox is set to 'tight'" + ), + _Param( + "savefig.directory", + default="~", + validator=_validate_pathlike, + description="default directory in savefig dialog, gets updated after " + "interactive saves, unless set to the empty string (i.e. the " + "current directory); use '.' to start at the current directory but " + "update after interactive saves" + ), + _Param( + "savefig.transparent", + default=False, + validator=validate_bool, + description="whether figures are saved with a transparent background by default" + + ), + _Param( + "savefig.orientation", + default="portrait", + validator=["landscape", "portrait"], + description="orientation of saved figure, for PostScript output only" + ), + _Param( + "macosx.window_mode", + default="system", + validator=["system", "tab", "window"], + description="How to open new figures (system, tab, window) system uses " + "the MacOS system preferences" + ), + _Param( + "tk.window_focus", + default=False, + validator=validate_bool, + description="Maintain shell focus for TkAgg" + ), + _Param( + "ps.papersize", + default="letter", + validator=_ignorecase( + ["figure", "letter", "legal", "ledger", + *[f"{ab}{i}" for ab in "ab" for i in range(11)], + ], + ), + description="{figure, letter, legal, ledger, A0-A10, B0-B10}" + ), + _Param( + "ps.useafm", + default=False, + validator=validate_bool, + description="use AFM fonts, results in small files" + ), + _Param( + "ps.usedistiller", + default=None, + validator=validate_ps_distiller, + description="{ghostscript, xpdf, None} Experimental: may produce smaller " + "files. xpdf intended for production of publication quality files, " + "but requires ghostscript, xpdf and ps2eps" + ), + _Param( + "ps.distiller.res", + default=6000, + validator=validate_int, description="dpi" + ), + _Param( + "ps.fonttype", + default=3, + validator=validate_fonttype, + description="Output Type 3 (Type3) or Type 42 (TrueType)" + ), + _Param( + "pdf.compression", + default=6, + validator=validate_int, + description="integer from 0 to 9 0 disables compression (good for debugging)" + ), + _Param( + "pdf.fonttype", + default=3, + validator=validate_fonttype, + description="Output Type 3 (Type3) or Type 42 (TrueType)" + ), + _Param( + "pdf.use14corefonts", + default=False, + validator=validate_bool + ), + _Param( + "pdf.inheritcolor", + default=False, + validator=validate_bool + ), + _Param( + "svg.image_inline", + default=True, + validator=validate_bool, + description="Write raster image data directly into the SVG file" + ), + _Param( + "svg.fonttype", + default="path", + validator=["none", "path"], + description="How to handle SVG fonts: " + "path: Embed characters as paths -- supported by most SVG " + " renderers" + "none: Assume fonts are installed on the machine where the SVG " + "will be viewed." + ), + _Param( + "svg.hashsalt", + default=None, + validator=validate_string_or_None, + description="If not None, use this string as hash salt instead of uuid4" + ), + _Param( + "svg.id", + default=None, + validator=validate_string_or_None, + description="If not None, use this string as the value for the `id` attribute " + "in the top tag" + ), + _Param( + "pgf.rcfonts", + default=True, + validator=validate_bool + ), + _Param( + "pgf.preamble", + default="", + validator=validate_string, + description="See text.latex.preamble for documentation" + ), + _Param( + "pgf.texsystem", + default="xelatex", + validator=["xelatex", "lualatex", "pdflatex"] + ), + _Param( + "docstring.hardcopy", + default=False, + validator=validate_bool, + description="set this when you want to generate hardcopy docstring" + ), + _Param( + "keymap.fullscreen", + default=["f", "ctrl+f"], + validator=validate_stringlist, + description="toggling" + ), + _Param( + "keymap.home", + default=["h", "r", "home"], + validator=validate_stringlist, + description="home or reset mnemonic" + ), + _Param( + "keymap.back", + default=["left", "c", "backspace", "MouseButton.BACK"], + validator=validate_stringlist, description="forward / backward keys" + ), + _Param( + "keymap.forward", + default=["right", "v", "MouseButton.FORWARD"], + validator=validate_stringlist, + description="for quick navigation" + ), + _Param( + "keymap.pan", + default=["p"], + validator=validate_stringlist, description="pan mnemonic" + ), + _Param( + "keymap.zoom", + default=["o"], + validator=validate_stringlist, description="zoom mnemonic" + ), + _Param( + "keymap.save", + default=["s", "ctrl+s"], + validator=validate_stringlist, + description="saving current figure" + ), + _Param( + "keymap.help", + default=["f1"], + validator=validate_stringlist, + description="display help about active tools" + ), + _Param( + "keymap.quit", + default=["ctrl+w", "cmd+w", "q"], + validator=validate_stringlist, + description="close the current figure" + ), + _Param( + "keymap.quit_all", + default=[], + validator=validate_stringlist, description="close all figures" + ), + _Param( + "keymap.grid", + default=["g"], + validator=validate_stringlist, + description="switching on/off major grids in current axes" + ), + _Param( + "keymap.grid_minor", + default=["G"], + validator=validate_stringlist, + description="switching on/off minor grids in current axes" + ), + _Param( + "keymap.yscale", + default=["l"], + validator=validate_stringlist, + description="toggle scaling of y-axes ('log'/'linear')" + ), + _Param( + "keymap.xscale", + default=["k", "L"], + validator=validate_stringlist, + description="toggle scaling of x-axes ('log'/'linear')" + ), + _Param( + "keymap.copy", + default=["ctrl+c", "cmd+c"], + validator=validate_stringlist, + description="copy figure to clipboard" + ), + _Param( + "animation.html", + default="none", + validator=["html5", "jshtml", "none"], + description="How to display the animation as HTML in the IPython notebook: " + "- 'html5' uses HTML5 video tag " + "- 'jshtml' creates a JavaScript animation" + ), + _Param( + "animation.writer", + default="ffmpeg", + validator=validate_string, + description="MovieWriter 'backend' to use" + ), + _Param( + "animation.codec", + default="h264", + validator=validate_string, + description="Codec to use for writing movie" + ), + _Param( + "animation.bitrate", + default=-1, + validator=validate_int, + description="Controls size/quality trade-off for movie. -1 implies let " + "utility auto-determine" + ), + _Param("animation.frame_format", "png", + ["png", "jpeg", "tiff", "raw", "rgba", "ppm", "sgi", "bmp", "pbm", "svg"], + description="Controls frame format used by temp files" + ), + _Param( + "animation.ffmpeg_path", + default="ffmpeg", + validator=_validate_pathlike, + description="Path to ffmpeg binary. Unqualified paths are resolved by " + "subprocess.Popen." + ), + _Param( + "animation.ffmpeg_args", + default=[], + validator=validate_stringlist, + description="Additional arguments to pass to ffmpeg" + ), + _Param( + "animation.convert_path", + default="convert", + validator=_validate_pathlike, + description="Path to ImageMagick's convert binary. Unqualified paths are " + "resolved by subprocess.Popen, except that on Windows, we look up " + "an install of ImageMagick in the registry (as convert is also the " + "name of a system tool)." + ), + _Param( + "animation.convert_args", + default=["-layers", "OptimizePlus"], + validator=validate_stringlist, + description="Additional arguments to pass to convert" + ), + _Param( + "animation.embed_limit", + default=20.0, + validator=validate_float, + description="Limit, in MB, of size of base64 encoded animation in HTML (i.e. " + "IPython notebook)" + ), + _Param( + "_internal.classic_mode", + default=False, + validator=validate_bool + ), + _Param("backend", None, validate_backend), +] + + +def _generate_rst(): # pragma: no cover + """ + Generate rst documentation for rcParams. + + Note: The style is very simple, but will be refined later. + """ + + text = """\ +.. + autogenerated rcParams documentation. Update via + > python -c "from matplotlib import rcsetup; rcsetup._write_rcParam_rst()" + +""" + for param in _params: + text += f""" +{param.name}: ``{param.default!r}`` + {param.description if param.description else "*no description*"} +""" + return text + + +def _write_rcParam_rst(): # pragma: no cover + """Write the generated rst documentation to /users/_rcparams_generated.rst.""" + docpath = Path(os.path.dirname(__file__)) / "../../doc" + if not docpath.exists(): + raise RuntimeError("Cannot find the doc/api/ directory") + + (docpath / "users/_rcparams_generated.rst").write_text(_generate_rst()) diff --git a/lib/matplotlib/rcsetup.pyi b/lib/matplotlib/rcsetup.pyi index c6611845723d..120c0c93bec9 100644 --- a/lib/matplotlib/rcsetup.pyi +++ b/lib/matplotlib/rcsetup.pyi @@ -33,6 +33,7 @@ def validate_string_or_None(s: Any) -> str | None: ... def validate_stringlist(s: Any) -> list[str]: ... def validate_int(s: Any) -> int: ... def validate_int_or_None(s: Any) -> int | None: ... +def validate_intlist(s: Any) -> list[int]: ... def validate_float(s: Any) -> float: ... def validate_float_or_None(s: Any) -> float | None: ... def validate_floatlist(s: Any) -> list[float]: ... diff --git a/lib/matplotlib/sphinxext/roles.py b/lib/matplotlib/sphinxext/roles.py index c3e57ebc3aec..0b696f830543 100644 --- a/lib/matplotlib/sphinxext/roles.py +++ b/lib/matplotlib/sphinxext/roles.py @@ -78,6 +78,22 @@ def _depart_query_reference_node(self, node): self.depart_literal(node) +# We sometimes want to use special notation in rcParam references, e.g. +# to use wildcards. This mapping maps such special notations to real rcParams, +# typically to the first relevant parameter in the group. +_RC_WILDCARD_LINK_MAPPING = { + "animation.[name-of-encoder]_args": "animation.ffmpeg_args", + "figure.subplot.*": "figure.subplot.left", + "figure.subplot.[name]": "figure.subplot.left", + "font.*": "font.family", + "lines.*": "lines.linewidth", + "patch.*": "patch.edgecolor", + "grid.major.*": "grid.major.color", + "grid.minor.*": "grid.minor.color", + "grid.*": "grid.color", +} + + def _rcparam_role(name, rawtext, text, lineno, inliner, options=None, content=None): """ Sphinx role ``:rc:`` to highlight and link ``rcParams`` entries. @@ -89,7 +105,8 @@ def _rcparam_role(name, rawtext, text, lineno, inliner, options=None, content=No # Generate a pending cross-reference so that Sphinx will ensure this link # isn't broken at some point in the future. title = f'rcParams["{text}"]' - target = 'matplotlibrc-sample' + rc_param_name = _RC_WILDCARD_LINK_MAPPING.get(text, text) + target = f'rcparam_{rc_param_name.replace(".", "_")}' ref_nodes, messages = inliner.interpreted(title, f'{title} <{target}>', 'ref', lineno) diff --git a/lib/matplotlib/tests/test_rcparams.py b/lib/matplotlib/tests/test_rcparams.py index 2235f98b720f..eb9d3bc8866b 100644 --- a/lib/matplotlib/tests/test_rcparams.py +++ b/lib/matplotlib/tests/test_rcparams.py @@ -13,6 +13,7 @@ import matplotlib.pyplot as plt import matplotlib.colors as mcolors import numpy as np +from matplotlib import rcsetup from matplotlib.rcsetup import ( validate_bool, validate_color, @@ -672,3 +673,21 @@ def test_rc_aliases(group, option, alias, value): rcParams_key = f"{group}.{option}" assert mpl.rcParams[rcParams_key] == value + + +def test_all_params_defined_as_code(): + assert set(p.name for p in rcsetup._params) == set(mpl.rcParams.keys()) + + +def test_validators_defined_as_code(): + for param in rcsetup._params: + validator = rcsetup._convert_validator_spec(param.name, param.validator) + assert validator == rcsetup._validators[param.name] + + +def test_defaults_as_code(): + for param in rcsetup._params: + if param.name == 'backend': + # backend has special handling and no meaningful default + continue + assert param.default == mpl.rcParamsDefault[param.name], param.name From f8971f1cf2a9d7aace18ac63bdf8f2b39314ce2f Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Fri, 19 Dec 2025 13:32:57 +0100 Subject: [PATCH 131/329] Link to individual rcParams descriptions --- doc/users/_rcparams_generated.rst | 668 ++++++++++++++++++++++++++++++ lib/matplotlib/rcsetup.py | 2 + 2 files changed, 670 insertions(+) diff --git a/doc/users/_rcparams_generated.rst b/doc/users/_rcparams_generated.rst index 42a8575413bf..19f972771ea9 100644 --- a/doc/users/_rcparams_generated.rst +++ b/doc/users/_rcparams_generated.rst @@ -3,1004 +3,1672 @@ > python -c "from matplotlib import rcsetup; rcsetup._write_rcParam_rst()" +.. _rcparam_webagg_port: + webagg.port: ``8988`` The port to use for the web server in the WebAgg backend. +.. _rcparam_webagg_address: + webagg.address: ``'127.0.0.1'`` The address on which the WebAgg web server should be reachable. +.. _rcparam_webagg_port_retries: + webagg.port_retries: ``50`` If webagg.port is unavailable, a number of other random ports will be tried until one that is available is found. +.. _rcparam_webagg_open_in_browser: + webagg.open_in_browser: ``True`` When True, open the web browser to the plot that is shown +.. _rcparam_backend_fallback: + backend_fallback: ``True`` If you are running pyplot inside a GUI and your backend choice conflicts, we will automatically try to find a compatible one for you if backend_fallback is True +.. _rcparam_interactive: + interactive: ``False`` *no description* +.. _rcparam_figure_hooks: + figure.hooks: ``[]`` list of dotted.module.name:dotted.callable.name +.. _rcparam_toolbar: + toolbar: ``'toolbar2'`` {None, toolbar2, toolmanager} +.. _rcparam_timezone: + timezone: ``'UTC'`` a pytz timezone string, e.g., US/Central or Europe/Paris +.. _rcparam_lines_linewidth: + lines.linewidth: ``1.5`` line width in points +.. _rcparam_lines_linestyle: + lines.linestyle: ``'-'`` solid line +.. _rcparam_lines_color: + lines.color: ``'C0'`` has no affect on plot(); see axes.prop_cycle +.. _rcparam_lines_marker: + lines.marker: ``'None'`` the default marker +.. _rcparam_lines_markerfacecolor: + lines.markerfacecolor: ``'auto'`` the default marker face color +.. _rcparam_lines_markeredgecolor: + lines.markeredgecolor: ``'auto'`` the default marker edge color +.. _rcparam_lines_markeredgewidth: + lines.markeredgewidth: ``1.0`` the line width around the marker symbol +.. _rcparam_lines_markersize: + lines.markersize: ``6.0`` marker size, in points +.. _rcparam_lines_dash_joinstyle: + lines.dash_joinstyle: ``'round'`` {miter, round, bevel} +.. _rcparam_lines_dash_capstyle: + lines.dash_capstyle: ``'butt'`` {butt, round, projecting} +.. _rcparam_lines_solid_joinstyle: + lines.solid_joinstyle: ``'round'`` {miter, round, bevel} +.. _rcparam_lines_solid_capstyle: + lines.solid_capstyle: ``'projecting'`` {butt, round, projecting} +.. _rcparam_lines_antialiased: + lines.antialiased: ``True`` render lines in antialiased (no jaggies) +.. _rcparam_lines_dashed_pattern: + lines.dashed_pattern: ``[3.7, 1.6]`` The dash pattern for linestyle 'dashed' +.. _rcparam_lines_dashdot_pattern: + lines.dashdot_pattern: ``[6.4, 1.6, 1.0, 1.6]`` The dash pattern for linestyle 'dashdot' +.. _rcparam_lines_dotted_pattern: + lines.dotted_pattern: ``[1.0, 1.65]`` The dash pattern for linestyle 'dotted' +.. _rcparam_lines_scale_dashes: + lines.scale_dashes: ``True`` *no description* +.. _rcparam_markers_fillstyle: + markers.fillstyle: ``'full'`` {full, left, right, bottom, top, none} +.. _rcparam_pcolor_shading: + pcolor.shading: ``'auto'`` *no description* +.. _rcparam_pcolormesh_snap: + pcolormesh.snap: ``True`` Whether to snap the mesh to pixel boundaries. This is provided solely to allow old test images to remain unchanged. Set to False to obtain the previous behavior. +.. _rcparam_patch_linewidth: + patch.linewidth: ``1.0`` edge width in points. +.. _rcparam_patch_facecolor: + patch.facecolor: ``'C0'`` *no description* +.. _rcparam_patch_edgecolor: + patch.edgecolor: ``'black'`` By default, Patches and Collections do not draw edges. This value is only used if facecolor is "none" (an Artist without facecolor and edgecolor would be invisible) or if patch.force_edgecolor is True. +.. _rcparam_patch_force_edgecolor: + patch.force_edgecolor: ``False`` By default, Patches and Collections do not draw edges. Set this to True to draw edges with patch.edgedcolor as the default edgecolor. This is mainly relevant for styles. +.. _rcparam_patch_antialiased: + patch.antialiased: ``True`` render patches in antialiased (no jaggies) +.. _rcparam_hatch_color: + hatch.color: ``'edge'`` *no description* +.. _rcparam_hatch_linewidth: + hatch.linewidth: ``1.0`` *no description* +.. _rcparam_boxplot_notch: + boxplot.notch: ``False`` *no description* +.. _rcparam_boxplot_vertical: + boxplot.vertical: ``True`` *no description* +.. _rcparam_boxplot_whiskers: + boxplot.whiskers: ``1.5`` *no description* +.. _rcparam_boxplot_bootstrap: + boxplot.bootstrap: ``None`` *no description* +.. _rcparam_boxplot_patchartist: + boxplot.patchartist: ``False`` *no description* +.. _rcparam_boxplot_showmeans: + boxplot.showmeans: ``False`` *no description* +.. _rcparam_boxplot_showcaps: + boxplot.showcaps: ``True`` *no description* +.. _rcparam_boxplot_showbox: + boxplot.showbox: ``True`` *no description* +.. _rcparam_boxplot_showfliers: + boxplot.showfliers: ``True`` *no description* +.. _rcparam_boxplot_meanline: + boxplot.meanline: ``False`` *no description* +.. _rcparam_boxplot_flierprops_color: + boxplot.flierprops.color: ``'black'`` *no description* +.. _rcparam_boxplot_flierprops_marker: + boxplot.flierprops.marker: ``'o'`` *no description* +.. _rcparam_boxplot_flierprops_markerfacecolor: + boxplot.flierprops.markerfacecolor: ``'none'`` *no description* +.. _rcparam_boxplot_flierprops_markeredgecolor: + boxplot.flierprops.markeredgecolor: ``'black'`` *no description* +.. _rcparam_boxplot_flierprops_markeredgewidth: + boxplot.flierprops.markeredgewidth: ``1.0`` *no description* +.. _rcparam_boxplot_flierprops_markersize: + boxplot.flierprops.markersize: ``6.0`` *no description* +.. _rcparam_boxplot_flierprops_linestyle: + boxplot.flierprops.linestyle: ``'none'`` *no description* +.. _rcparam_boxplot_flierprops_linewidth: + boxplot.flierprops.linewidth: ``1.0`` *no description* +.. _rcparam_boxplot_boxprops_color: + boxplot.boxprops.color: ``'black'`` *no description* +.. _rcparam_boxplot_boxprops_linewidth: + boxplot.boxprops.linewidth: ``1.0`` *no description* +.. _rcparam_boxplot_boxprops_linestyle: + boxplot.boxprops.linestyle: ``'-'`` *no description* +.. _rcparam_boxplot_whiskerprops_color: + boxplot.whiskerprops.color: ``'black'`` *no description* +.. _rcparam_boxplot_whiskerprops_linewidth: + boxplot.whiskerprops.linewidth: ``1.0`` *no description* +.. _rcparam_boxplot_whiskerprops_linestyle: + boxplot.whiskerprops.linestyle: ``'-'`` *no description* +.. _rcparam_boxplot_capprops_color: + boxplot.capprops.color: ``'black'`` *no description* +.. _rcparam_boxplot_capprops_linewidth: + boxplot.capprops.linewidth: ``1.0`` *no description* +.. _rcparam_boxplot_capprops_linestyle: + boxplot.capprops.linestyle: ``'-'`` *no description* +.. _rcparam_boxplot_medianprops_color: + boxplot.medianprops.color: ``'C1'`` *no description* +.. _rcparam_boxplot_medianprops_linewidth: + boxplot.medianprops.linewidth: ``1.0`` *no description* +.. _rcparam_boxplot_medianprops_linestyle: + boxplot.medianprops.linestyle: ``'-'`` *no description* +.. _rcparam_boxplot_meanprops_color: + boxplot.meanprops.color: ``'C2'`` *no description* +.. _rcparam_boxplot_meanprops_marker: + boxplot.meanprops.marker: ``'^'`` *no description* +.. _rcparam_boxplot_meanprops_markerfacecolor: + boxplot.meanprops.markerfacecolor: ``'C2'`` *no description* +.. _rcparam_boxplot_meanprops_markeredgecolor: + boxplot.meanprops.markeredgecolor: ``'C2'`` *no description* +.. _rcparam_boxplot_meanprops_markersize: + boxplot.meanprops.markersize: ``6.0`` *no description* +.. _rcparam_boxplot_meanprops_linestyle: + boxplot.meanprops.linestyle: ``'--'`` *no description* +.. _rcparam_boxplot_meanprops_linewidth: + boxplot.meanprops.linewidth: ``1.0`` *no description* +.. _rcparam_font_family: + font.family: ``['sans-serif']`` *no description* +.. _rcparam_font_style: + font.style: ``'normal'`` *no description* +.. _rcparam_font_variant: + font.variant: ``'normal'`` *no description* +.. _rcparam_font_weight: + font.weight: ``'normal'`` *no description* +.. _rcparam_font_stretch: + font.stretch: ``'normal'`` *no description* +.. _rcparam_font_size: + font.size: ``10.0`` *no description* +.. _rcparam_font_serif: + font.serif: ``['DejaVu Serif', 'Bitstream Vera Serif', 'Computer Modern Roman', 'New Century Schoolbook', 'Century Schoolbook L', 'Utopia', 'ITC Bookman', 'Bookman', 'Nimbus Roman No9 L', 'Times New Roman', 'Times', 'Palatino', 'Charter', 'serif']`` *no description* +.. _rcparam_font_sans-serif: + font.sans-serif: ``['DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', 'sans-serif']`` *no description* +.. _rcparam_font_cursive: + font.cursive: ``['Apple Chancery', 'Textile', 'Zapf Chancery', 'Sand', 'Script MT', 'Felipa', 'Comic Neue', 'Comic Sans MS', 'cursive']`` *no description* +.. _rcparam_font_fantasy: + font.fantasy: ``['Chicago', 'Charcoal', 'Impact', 'Western', 'xkcd script', 'fantasy']`` *no description* +.. _rcparam_font_monospace: + font.monospace: ``['DejaVu Sans Mono', 'Bitstream Vera Sans Mono', 'Computer Modern Typewriter', 'Andale Mono', 'Nimbus Mono L', 'Courier New', 'Courier', 'Fixed', 'Terminal', 'monospace']`` *no description* +.. _rcparam_font_enable_last_resort: + font.enable_last_resort: ``True`` If True, then Unicode Consortium's Last Resort font will be appended to all font selections. This ensures that there will always be a glyph displayed. +.. _rcparam_text_color: + text.color: ``'black'`` *no description* +.. _rcparam_text_hinting: + text.hinting: ``'force_autohint'`` FreeType hinting flag ("foo" corresponds to FT_LOAD_FOO); may be one of the following (Proprietary Matplotlib-specific synonyms are given in parentheses, but their use is discouraged): - default: Use the font's native hinter if possible, else FreeType's auto-hinter. ("either" is a synonym).- no_autohint: Use the font's native hinter if possible, else don't hint. ("native" is a synonym.)- force_autohint: Use FreeType's auto-hinter. ("auto" is a synonym.)- no_hinting: Disable hinting. ("none" is a synonym.) +.. _rcparam_text_hinting_factor: + text.hinting_factor: ``8`` Specifies the amount of softness for hinting in the horizontal direction. A value of 1 will hint to full pixels. A value of 2 will hint to half pixels etc. +.. _rcparam_text_kerning_factor: + text.kerning_factor: ``0`` Specifies the scaling factor for kerning values. This is provided solely to allow old test images to remain unchanged. Set to 6 to obtain previous behavior. Values other than 0 or 6 have no defined meaning. +.. _rcparam_text_antialiased: + text.antialiased: ``True`` If True (default), the text will be antialiased. This only affects raster outputs. +.. _rcparam_text_parse_math: + text.parse_math: ``True`` Use mathtext if there is an even number of unescaped dollar signs. +.. _rcparam_text_usetex: + text.usetex: ``False`` use latex for all text handling. The following fonts are supported through the usual rc parameter settings: new century schoolbook, bookman, times, palatino, zapf chancery, charter, serif, sans-serif, helvetica, avant garde, courier, monospace, computer modern roman, computer modern sans serif, computer modern typewriter +.. _rcparam_text_latex_preamble: + text.latex.preamble: ``''`` IMPROPER USE OF THIS FEATURE WILL LEAD TO LATEX FAILURES AND IS THEREFORE UNSUPPORTED. PLEASE DO NOT ASK FOR HELP IF THIS FEATURE DOES NOT DO WHAT YOU EXPECT IT TO. text.latex.preamble is a single line of LaTeX code that will be passed on to the LaTeX system. It may contain any code that is valid for the LaTeX "preamble", i.e. between the "\documentclass" and "\begin{document}" statements. Note that it has to be put on a single line, which may become quite long. The following packages are always loaded with usetex, so beware of package collisions: color, fix-cm, geometry, graphicx, textcomp. PostScript (PSNFSS) font packages may also be loaded, depending on your font settings. +.. _rcparam_mathtext_fontset: + mathtext.fontset: ``'dejavusans'`` Should be 'dejavusans' (default), 'dejavuserif', 'cm' (Computer Modern), 'stix', 'stixsans' or 'custom' +.. _rcparam_mathtext_bf: + mathtext.bf: ``'sans:bold'`` *no description* +.. _rcparam_mathtext_bfit: + mathtext.bfit: ``'sans:italic:bold'`` *no description* +.. _rcparam_mathtext_cal: + mathtext.cal: ``'cursive'`` *no description* +.. _rcparam_mathtext_it: + mathtext.it: ``'sans:italic'`` *no description* +.. _rcparam_mathtext_rm: + mathtext.rm: ``'sans'`` *no description* +.. _rcparam_mathtext_sf: + mathtext.sf: ``'sans'`` *no description* +.. _rcparam_mathtext_tt: + mathtext.tt: ``'monospace'`` *no description* +.. _rcparam_mathtext_fallback: + mathtext.fallback: ``'cm'`` Select fallback font from ['cm' (Computer Modern), 'stix', 'stixsans'] when a symbol cannot be found in one of the custom math fonts. Select 'None' to not perform fallback and replace the missing character by a dummy symbol. +.. _rcparam_mathtext_default: + mathtext.default: ``'it'`` The default font to use for math. Can be any of the LaTeX font names, including the special name "regular" for the same font used in regular text. +.. _rcparam_axes_facecolor: + axes.facecolor: ``'white'`` axes background color +.. _rcparam_axes_edgecolor: + axes.edgecolor: ``'black'`` axes edge color +.. _rcparam_axes_linewidth: + axes.linewidth: ``0.8`` edge line width +.. _rcparam_axes_grid: + axes.grid: ``False`` display grid or not +.. _rcparam_axes_grid_axis: + axes.grid.axis: ``'both'`` which axis the grid should apply to +.. _rcparam_axes_grid_which: + axes.grid.which: ``'major'`` grid lines at {major, minor, both} ticks +.. _rcparam_axes_titlelocation: + axes.titlelocation: ``'center'`` alignment of the title: {left, right, center} +.. _rcparam_axes_titlesize: + axes.titlesize: ``'large'`` font size of the axes title +.. _rcparam_axes_titleweight: + axes.titleweight: ``'normal'`` font weight of title +.. _rcparam_axes_titlecolor: + axes.titlecolor: ``'auto'`` color of the axes title, auto falls back to text.color as default value +.. _rcparam_axes_titley: + axes.titley: ``None`` position title (axes relative units). None implies auto +.. _rcparam_axes_titlepad: + axes.titlepad: ``6.0`` pad between axes and title in points +.. _rcparam_axes_labelsize: + axes.labelsize: ``'medium'`` font size of the x and y labels +.. _rcparam_axes_labelpad: + axes.labelpad: ``4.0`` space between label and axis +.. _rcparam_axes_labelweight: + axes.labelweight: ``'normal'`` weight of the x and y labels +.. _rcparam_axes_labelcolor: + axes.labelcolor: ``'black'`` *no description* +.. _rcparam_axes_axisbelow: + axes.axisbelow: ``'line'`` draw axis gridlines and ticks: - below patches (True) - above patches but below lines ('line') - above all (False) +.. _rcparam_axes_formatter_limits: + axes.formatter.limits: ``[-5, 6]`` use scientific notation if log10 of the axis range is smaller than the first or larger than the second +.. _rcparam_axes_formatter_use_locale: + axes.formatter.use_locale: ``False`` When True, format tick labels according to the user's locale. For example, use ',' as a decimal separator in the fr_FR locale. +.. _rcparam_axes_formatter_use_mathtext: + axes.formatter.use_mathtext: ``False`` When True, use mathtext for scientific notation. +.. _rcparam_axes_formatter_min_exponent: + axes.formatter.min_exponent: ``0`` minimum exponent to format in scientific notation +.. _rcparam_axes_formatter_useoffset: + axes.formatter.useoffset: ``True`` If True, the tick label formatter will default to labeling ticks relative to an offset when the data range is small compared to the minimum absolute value of the data. +.. _rcparam_axes_formatter_offset_threshold: + axes.formatter.offset_threshold: ``4`` When useoffset is True, the offset will be used when it can remove at least this number of significant digits from tick labels. +.. _rcparam_axes_spines_left: + axes.spines.left: ``True`` display axis spines +.. _rcparam_axes_spines_bottom: + axes.spines.bottom: ``True`` *no description* +.. _rcparam_axes_spines_top: + axes.spines.top: ``True`` *no description* +.. _rcparam_axes_spines_right: + axes.spines.right: ``True`` *no description* +.. _rcparam_axes_unicode_minus: + axes.unicode_minus: ``True`` use Unicode for the minus symbol rather than hyphen. See https://en.wikipedia.org/wiki/Plus_and_minus_signs#Character_codes +.. _rcparam_axes_prop_cycle: + axes.prop_cycle: ``cycler('color', [(0.12156862745098039, 0.4666666666666667, 0.7058823529411765), (1.0, 0.4980392156862745, 0.054901960784313725), (0.17254901960784313, 0.6274509803921569, 0.17254901960784313), (0.8392156862745098, 0.15294117647058825, 0.1568627450980392), (0.5803921568627451, 0.403921568627451, 0.7411764705882353), (0.5490196078431373, 0.33725490196078434, 0.29411764705882354), (0.8901960784313725, 0.4666666666666667, 0.7607843137254902), (0.4980392156862745, 0.4980392156862745, 0.4980392156862745), (0.7372549019607844, 0.7411764705882353, 0.13333333333333333), (0.09019607843137255, 0.7450980392156863, 0.8117647058823529)])`` *no description* +.. _rcparam_axes_xmargin: + axes.xmargin: ``0.05`` x margin. See `~.axes.Axes.margins` +.. _rcparam_axes_ymargin: + axes.ymargin: ``0.05`` y margin. See `~.axes.Axes.margins` +.. _rcparam_axes_zmargin: + axes.zmargin: ``0.05`` z margin. See `~.axes.Axes.margins` +.. _rcparam_axes_autolimit_mode: + axes.autolimit_mode: ``'data'`` If "data", use axes.xmargin and axes.ymargin as is. If "round_numbers", after application of margins, axis limits are further expanded to the nearest "round" number. +.. _rcparam_polaraxes_grid: + polaraxes.grid: ``True`` display grid on polar axes +.. _rcparam_axes3d_grid: + axes3d.grid: ``True`` display grid on 3D axes +.. _rcparam_axes3d_automargin: + axes3d.automargin: ``False`` automatically add margin when manually setting 3D axis limits +.. _rcparam_axes3d_xaxis_panecolor: + axes3d.xaxis.panecolor: ``(0.95, 0.95, 0.95, 0.5)`` background pane on 3D axes +.. _rcparam_axes3d_yaxis_panecolor: + axes3d.yaxis.panecolor: ``(0.9, 0.9, 0.9, 0.5)`` background pane on 3D axes +.. _rcparam_axes3d_zaxis_panecolor: + axes3d.zaxis.panecolor: ``(0.925, 0.925, 0.925, 0.5)`` background pane on 3D axes +.. _rcparam_axes3d_depthshade: + axes3d.depthshade: ``True`` depth shade for 3D scatter plots +.. _rcparam_axes3d_depthshade_minalpha: + axes3d.depthshade_minalpha: ``0.3`` minimum alpha value for depth shading +.. _rcparam_axes3d_mouserotationstyle: + axes3d.mouserotationstyle: ``'arcball'`` {azel, trackball, sphere, arcball} See also https://matplotlib.org/stable/api/toolkits/mplot3d/view_angles.html#rotation-with-mouse +.. _rcparam_axes3d_trackballsize: + axes3d.trackballsize: ``0.667`` trackball diameter, in units of the Axes bbox +.. _rcparam_axes3d_trackballborder: + axes3d.trackballborder: ``0.2`` trackball border width, in units of the Axes bbox (only for 'sphere' and 'arcball' style) +.. _rcparam_xaxis_labellocation: + xaxis.labellocation: ``'center'`` alignment of the xaxis label: {left, right, center} +.. _rcparam_yaxis_labellocation: + yaxis.labellocation: ``'center'`` alignment of the yaxis label: {bottom, top, center} +.. _rcparam_date_autoformatter_year: + date.autoformatter.year: ``'%Y'`` *no description* +.. _rcparam_date_autoformatter_month: + date.autoformatter.month: ``'%Y-%m'`` *no description* +.. _rcparam_date_autoformatter_day: + date.autoformatter.day: ``'%Y-%m-%d'`` *no description* +.. _rcparam_date_autoformatter_hour: + date.autoformatter.hour: ``'%m-%d %H'`` *no description* +.. _rcparam_date_autoformatter_minute: + date.autoformatter.minute: ``'%d %H:%M'`` *no description* +.. _rcparam_date_autoformatter_second: + date.autoformatter.second: ``'%H:%M:%S'`` *no description* +.. _rcparam_date_autoformatter_microsecond: + date.autoformatter.microsecond: ``'%M:%S.%f'`` *no description* +.. _rcparam_date_epoch: + date.epoch: ``'1970-01-01T00:00:00'`` The reference date for Matplotlib's internal date representation. See https://matplotlib.org/stable/gallery/ticks/date_precision_and_epochs.html +.. _rcparam_date_converter: + date.converter: ``'auto'`` 'auto', 'concise' +.. _rcparam_date_interval_multiples: + date.interval_multiples: ``True`` For auto converter whether to use interval_multiples +.. _rcparam_xtick_top: + xtick.top: ``False`` draw ticks on the top side +.. _rcparam_xtick_bottom: + xtick.bottom: ``True`` draw ticks on the bottom side +.. _rcparam_xtick_labeltop: + xtick.labeltop: ``False`` draw label on the top +.. _rcparam_xtick_labelbottom: + xtick.labelbottom: ``True`` draw label on the bottom +.. _rcparam_xtick_major_size: + xtick.major.size: ``3.5`` major tick size in points +.. _rcparam_xtick_minor_size: + xtick.minor.size: ``2.0`` minor tick size in points +.. _rcparam_xtick_major_width: + xtick.major.width: ``0.8`` major tick width in points +.. _rcparam_xtick_minor_width: + xtick.minor.width: ``0.6`` minor tick width in points +.. _rcparam_xtick_major_pad: + xtick.major.pad: ``3.5`` distance to major tick label in points +.. _rcparam_xtick_minor_pad: + xtick.minor.pad: ``3.4`` distance to the minor tick label in points +.. _rcparam_xtick_color: + xtick.color: ``'black'`` color of the ticks +.. _rcparam_xtick_labelcolor: + xtick.labelcolor: ``'inherit'`` color of the tick labels or inherit from xtick.color +.. _rcparam_xtick_labelsize: + xtick.labelsize: ``'medium'`` font size of the tick labels +.. _rcparam_xtick_direction: + xtick.direction: ``'out'`` direction: {in, out, inout} +.. _rcparam_xtick_minor_visible: + xtick.minor.visible: ``False`` visibility of minor ticks on x-axis +.. _rcparam_xtick_major_top: + xtick.major.top: ``True`` draw x axis top major ticks +.. _rcparam_xtick_major_bottom: + xtick.major.bottom: ``True`` draw x axis bottom major ticks +.. _rcparam_xtick_minor_top: + xtick.minor.top: ``True`` draw x axis top minor ticks +.. _rcparam_xtick_minor_bottom: + xtick.minor.bottom: ``True`` draw x axis bottom minor ticks +.. _rcparam_xtick_minor_ndivs: + xtick.minor.ndivs: ``'auto'`` number of minor ticks between the major ticks on x-axis +.. _rcparam_xtick_alignment: + xtick.alignment: ``'center'`` alignment of xticks +.. _rcparam_ytick_left: + ytick.left: ``True`` draw ticks on the left side +.. _rcparam_ytick_right: + ytick.right: ``False`` draw ticks on the right side +.. _rcparam_ytick_labelleft: + ytick.labelleft: ``True`` draw tick labels on the left side +.. _rcparam_ytick_labelright: + ytick.labelright: ``False`` draw tick labels on the right side +.. _rcparam_ytick_major_size: + ytick.major.size: ``3.5`` major tick size in points +.. _rcparam_ytick_minor_size: + ytick.minor.size: ``2.0`` minor tick size in points +.. _rcparam_ytick_major_width: + ytick.major.width: ``0.8`` major tick width in points +.. _rcparam_ytick_minor_width: + ytick.minor.width: ``0.6`` minor tick width in points +.. _rcparam_ytick_major_pad: + ytick.major.pad: ``3.5`` distance to major tick label in points +.. _rcparam_ytick_minor_pad: + ytick.minor.pad: ``3.4`` distance to the minor tick label in points +.. _rcparam_ytick_color: + ytick.color: ``'black'`` color of the ticks +.. _rcparam_ytick_labelcolor: + ytick.labelcolor: ``'inherit'`` color of the tick labels or inherit from ytick.color +.. _rcparam_ytick_labelsize: + ytick.labelsize: ``'medium'`` font size of the tick labels +.. _rcparam_ytick_direction: + ytick.direction: ``'out'`` direction: {in, out, inout} +.. _rcparam_ytick_minor_visible: + ytick.minor.visible: ``False`` visibility of minor ticks on y-axis +.. _rcparam_ytick_major_left: + ytick.major.left: ``True`` draw y axis left major ticks +.. _rcparam_ytick_major_right: + ytick.major.right: ``True`` draw y axis right major ticks +.. _rcparam_ytick_minor_left: + ytick.minor.left: ``True`` draw y axis left minor ticks +.. _rcparam_ytick_minor_right: + ytick.minor.right: ``True`` draw y axis right minor ticks +.. _rcparam_ytick_minor_ndivs: + ytick.minor.ndivs: ``'auto'`` number of minor ticks between the major ticks on y-axis +.. _rcparam_ytick_alignment: + ytick.alignment: ``'center_baseline'`` alignment of yticks +.. _rcparam_grid_color: + grid.color: ``'#b0b0b0'`` b0b0b0" # grid color +.. _rcparam_grid_linestyle: + grid.linestyle: ``'-'`` solid +.. _rcparam_grid_linewidth: + grid.linewidth: ``0.8`` in points +.. _rcparam_grid_alpha: + grid.alpha: ``1.0`` transparency, between 0.0 and 1.0 +.. _rcparam_grid_major_color: + grid.major.color: ``None`` If None defaults to grid.color +.. _rcparam_grid_major_linestyle: + grid.major.linestyle: ``None`` If None defaults to grid.linestyle +.. _rcparam_grid_major_linewidth: + grid.major.linewidth: ``None`` If None defaults to grid.linewidth +.. _rcparam_grid_major_alpha: + grid.major.alpha: ``None`` If None defaults to grid.alpha +.. _rcparam_grid_minor_color: + grid.minor.color: ``None`` If None defaults to grid.color +.. _rcparam_grid_minor_linestyle: + grid.minor.linestyle: ``None`` If None defaults to grid.linestyle +.. _rcparam_grid_minor_linewidth: + grid.minor.linewidth: ``None`` If None defaults to grid.linewidth +.. _rcparam_grid_minor_alpha: + grid.minor.alpha: ``None`` If None defaults to grid.alpha +.. _rcparam_legend_loc: + legend.loc: ``'best'`` *no description* +.. _rcparam_legend_frameon: + legend.frameon: ``True`` if True, draw the legend on a background patch +.. _rcparam_legend_framealpha: + legend.framealpha: ``0.8`` legend patch transparency +.. _rcparam_legend_facecolor: + legend.facecolor: ``'inherit'`` inherit from axes.facecolor; or color spec +.. _rcparam_legend_edgecolor: + legend.edgecolor: ``'0.8'`` background patch boundary color +.. _rcparam_legend_linewidth: + legend.linewidth: ``None`` line width of the legend frame, None means inherit from patch.linewidth +.. _rcparam_legend_fancybox: + legend.fancybox: ``True`` if True, use a rounded box for the legend background, else a rectangle +.. _rcparam_legend_shadow: + legend.shadow: ``False`` if True, give background a shadow effect +.. _rcparam_legend_numpoints: + legend.numpoints: ``1`` the number of marker points in the legend line +.. _rcparam_legend_scatterpoints: + legend.scatterpoints: ``1`` number of scatter points +.. _rcparam_legend_markerscale: + legend.markerscale: ``1.0`` the relative size of legend markers vs. original +.. _rcparam_legend_fontsize: + legend.fontsize: ``'medium'`` *no description* +.. _rcparam_legend_labelcolor: + legend.labelcolor: ``'None'`` *no description* +.. _rcparam_legend_title_fontsize: + legend.title_fontsize: ``None`` None sets to the same as the default axes. +.. _rcparam_legend_borderpad: + legend.borderpad: ``0.4`` border whitespace +.. _rcparam_legend_labelspacing: + legend.labelspacing: ``0.5`` the vertical space between the legend entries +.. _rcparam_legend_handlelength: + legend.handlelength: ``2.0`` the length of the legend lines +.. _rcparam_legend_handleheight: + legend.handleheight: ``0.7`` the height of the legend handle +.. _rcparam_legend_handletextpad: + legend.handletextpad: ``0.8`` the space between the legend line and legend text +.. _rcparam_legend_borderaxespad: + legend.borderaxespad: ``0.5`` the border between the axes and legend edge +.. _rcparam_legend_columnspacing: + legend.columnspacing: ``2.0`` column separation +.. _rcparam_figure_titlesize: + figure.titlesize: ``'large'`` size of the figure title (``Figure.suptitle()``) +.. _rcparam_figure_titleweight: + figure.titleweight: ``'normal'`` weight of the figure title +.. _rcparam_figure_labelsize: + figure.labelsize: ``'large'`` size of the figure label (``Figure.sup[x|y]label()``) +.. _rcparam_figure_labelweight: + figure.labelweight: ``'normal'`` weight of the figure label +.. _rcparam_figure_figsize: + figure.figsize: ``[6.4, 4.8]`` figure size in inches +.. _rcparam_figure_dpi: + figure.dpi: ``100.0`` figure dots per inch +.. _rcparam_figure_facecolor: + figure.facecolor: ``'white'`` figure face color +.. _rcparam_figure_edgecolor: + figure.edgecolor: ``'white'`` figure edge color +.. _rcparam_figure_frameon: + figure.frameon: ``True`` enable figure frame +.. _rcparam_figure_max_open_warning: + figure.max_open_warning: ``20`` The maximum number of figures to open through the pyplot interface before emitting a warning. If less than one this feature is disabled. +.. _rcparam_figure_raise_window: + figure.raise_window: ``True`` Raise the GUI window to front when show() is called. If set to False, we currently do not take any further actions and whether the window appears on the front may depend on the GUI framework and window manager. +.. _rcparam_figure_subplot_left: + figure.subplot.left: ``0.125`` the left side of the subplots of the figure +.. _rcparam_figure_subplot_right: + figure.subplot.right: ``0.9`` the right side of the subplots of the figure +.. _rcparam_figure_subplot_bottom: + figure.subplot.bottom: ``0.11`` the bottom of the subplots of the figure +.. _rcparam_figure_subplot_top: + figure.subplot.top: ``0.88`` the top of the subplots of the figure +.. _rcparam_figure_subplot_wspace: + figure.subplot.wspace: ``0.2`` the amount of width reserved for space between subplots, expressed as a fraction of the average axis width +.. _rcparam_figure_subplot_hspace: + figure.subplot.hspace: ``0.2`` the amount of height reserved for space between subplots, expressed as a fraction of the average axis height +.. _rcparam_figure_autolayout: + figure.autolayout: ``False`` When True, automatically adjust subplot parameters to make the plot fit the figure using `~.Figure.tight_layout` +.. _rcparam_figure_constrained_layout_use: + figure.constrained_layout.use: ``False`` When True, automatically make plot elements fit on the figure. (Not compatible with "figure.autolayout", above). +.. _rcparam_figure_constrained_layout_h_pad: + figure.constrained_layout.h_pad: ``0.04167`` Padding (in inches) around axes; defaults to 3/72 inches, i.e. 3 points +.. _rcparam_figure_constrained_layout_w_pad: + figure.constrained_layout.w_pad: ``0.04167`` Padding (in inches) around axes; defaults to 3/72 inches, i.e. 3 points +.. _rcparam_figure_constrained_layout_hspace: + figure.constrained_layout.hspace: ``0.02`` Spacing between subplots, relative to the subplot sizes. Much smaller than for tight_layout (figure.subplot.hspace, figure.subplot.wspace) as constrained_layout already takes surrounding texts (titles, labels, # ticklabels) into account. +.. _rcparam_figure_constrained_layout_wspace: + figure.constrained_layout.wspace: ``0.02`` Spacing between subplots, relative to the subplot sizes. Much smaller than for tight_layout (figure.subplot.hspace, figure.subplot.wspace) as constrained_layout already takes surrounding texts (titles, labels, # ticklabels) into account. +.. _rcparam_image_aspect: + image.aspect: ``'equal'`` {equal, auto} or a number +.. _rcparam_image_interpolation: + image.interpolation: ``'auto'`` see help(imshow) for options +.. _rcparam_image_interpolation_stage: + image.interpolation_stage: ``'auto'`` see help(imshow) for options +.. _rcparam_image_cmap: + image.cmap: ``'viridis'`` A colormap name (plasma, magma, etc.) +.. _rcparam_image_lut: + image.lut: ``256`` the size of the colormap lookup table +.. _rcparam_image_origin: + image.origin: ``'upper'`` {lower, upper} +.. _rcparam_image_resample: + image.resample: ``True`` *no description* +.. _rcparam_image_composite_image: + image.composite_image: ``True`` When True, all the images on a set of axes are combined into a single composite image before saving a figure as a vector graphics file, such as a PDF. +.. _rcparam_contour_negative_linestyle: + contour.negative_linestyle: ``'dashed'`` string or on-off ink sequence +.. _rcparam_contour_corner_mask: + contour.corner_mask: ``True`` {True, False} +.. _rcparam_contour_linewidth: + contour.linewidth: ``None`` {float, None} Size of the contour line widths. If set to None, it falls back to "line.linewidth". +.. _rcparam_contour_algorithm: + contour.algorithm: ``'mpl2014'`` {mpl2005, mpl2014, serial, threaded} +.. _rcparam_errorbar_capsize: + errorbar.capsize: ``0.0`` length of end cap on error bars in pixels +.. _rcparam_hist_bins: + hist.bins: ``10`` The default number of histogram bins or 'auto'. +.. _rcparam_scatter_marker: + scatter.marker: ``'o'`` The default marker type for scatter plots. +.. _rcparam_scatter_edgecolors: + scatter.edgecolors: ``'face'`` The default edge colors for scatter plots. +.. _rcparam_agg_path_chunksize: + agg.path.chunksize: ``0`` 0 to disable; values in the range 10000 to 100000 can improve speed slightly and prevent an Agg rendering failure when plotting very large data sets, especially if they are very gappy. It may cause minor artifacts, though. A value of 20000 is probably a good starting point. +.. _rcparam_path_simplify: + path.simplify: ``True`` When True, simplify paths by removing "invisible" points to reduce file size and increase rendering speed +.. _rcparam_path_simplify_threshold: + path.simplify_threshold: ``0.111111111111`` The threshold of similarity below which vertices will be removed in the simplification process. +.. _rcparam_path_snap: + path.snap: ``True`` When True, rectilinear axis-aligned paths will be snapped to the nearest pixel when certain criteria are met. When False, paths will never be snapped. +.. _rcparam_path_sketch: + path.sketch: ``None`` May be None, or a tuple of the form:path.sketch: (scale, length, randomness)- *scale* is the amplitude of the wiggle perpendicular to the line (in pixels).- *length* is the length of the wiggle along the line (in pixels).- *randomness* is the factor by which the length is randomly scaled. +.. _rcparam_path_effects: + path.effects: ``[]`` *no description* +.. _rcparam_savefig_dpi: + savefig.dpi: ``'figure'`` figure dots per inch or 'figure' +.. _rcparam_savefig_facecolor: + savefig.facecolor: ``'auto'`` figure face color when saving +.. _rcparam_savefig_edgecolor: + savefig.edgecolor: ``'auto'`` figure edge color when saving +.. _rcparam_savefig_format: + savefig.format: ``'png'`` {png, ps, pdf, svg} +.. _rcparam_savefig_bbox: + savefig.bbox: ``None`` {tight, standard} 'tight' is incompatible with generating frames for animation +.. _rcparam_savefig_pad_inches: + savefig.pad_inches: ``0.1`` padding to be used, when bbox is set to 'tight' +.. _rcparam_savefig_directory: + savefig.directory: ``'~'`` default directory in savefig dialog, gets updated after interactive saves, unless set to the empty string (i.e. the current directory); use '.' to start at the current directory but update after interactive saves +.. _rcparam_savefig_transparent: + savefig.transparent: ``False`` whether figures are saved with a transparent background by default +.. _rcparam_savefig_orientation: + savefig.orientation: ``'portrait'`` orientation of saved figure, for PostScript output only +.. _rcparam_macosx_window_mode: + macosx.window_mode: ``'system'`` How to open new figures (system, tab, window) system uses the MacOS system preferences +.. _rcparam_tk_window_focus: + tk.window_focus: ``False`` Maintain shell focus for TkAgg +.. _rcparam_ps_papersize: + ps.papersize: ``'letter'`` {figure, letter, legal, ledger, A0-A10, B0-B10} +.. _rcparam_ps_useafm: + ps.useafm: ``False`` use AFM fonts, results in small files +.. _rcparam_ps_usedistiller: + ps.usedistiller: ``None`` {ghostscript, xpdf, None} Experimental: may produce smaller files. xpdf intended for production of publication quality files, but requires ghostscript, xpdf and ps2eps +.. _rcparam_ps_distiller_res: + ps.distiller.res: ``6000`` dpi +.. _rcparam_ps_fonttype: + ps.fonttype: ``3`` Output Type 3 (Type3) or Type 42 (TrueType) +.. _rcparam_pdf_compression: + pdf.compression: ``6`` integer from 0 to 9 0 disables compression (good for debugging) +.. _rcparam_pdf_fonttype: + pdf.fonttype: ``3`` Output Type 3 (Type3) or Type 42 (TrueType) +.. _rcparam_pdf_use14corefonts: + pdf.use14corefonts: ``False`` *no description* +.. _rcparam_pdf_inheritcolor: + pdf.inheritcolor: ``False`` *no description* +.. _rcparam_svg_image_inline: + svg.image_inline: ``True`` Write raster image data directly into the SVG file +.. _rcparam_svg_fonttype: + svg.fonttype: ``'path'`` How to handle SVG fonts: path: Embed characters as paths -- supported by most SVG renderersnone: Assume fonts are installed on the machine where the SVG will be viewed. +.. _rcparam_svg_hashsalt: + svg.hashsalt: ``None`` If not None, use this string as hash salt instead of uuid4 +.. _rcparam_svg_id: + svg.id: ``None`` If not None, use this string as the value for the `id` attribute in the top tag +.. _rcparam_pgf_rcfonts: + pgf.rcfonts: ``True`` *no description* +.. _rcparam_pgf_preamble: + pgf.preamble: ``''`` See text.latex.preamble for documentation +.. _rcparam_pgf_texsystem: + pgf.texsystem: ``'xelatex'`` *no description* +.. _rcparam_docstring_hardcopy: + docstring.hardcopy: ``False`` set this when you want to generate hardcopy docstring +.. _rcparam_keymap_fullscreen: + keymap.fullscreen: ``['f', 'ctrl+f']`` toggling +.. _rcparam_keymap_home: + keymap.home: ``['h', 'r', 'home']`` home or reset mnemonic +.. _rcparam_keymap_back: + keymap.back: ``['left', 'c', 'backspace', 'MouseButton.BACK']`` forward / backward keys +.. _rcparam_keymap_forward: + keymap.forward: ``['right', 'v', 'MouseButton.FORWARD']`` for quick navigation +.. _rcparam_keymap_pan: + keymap.pan: ``['p']`` pan mnemonic +.. _rcparam_keymap_zoom: + keymap.zoom: ``['o']`` zoom mnemonic +.. _rcparam_keymap_save: + keymap.save: ``['s', 'ctrl+s']`` saving current figure +.. _rcparam_keymap_help: + keymap.help: ``['f1']`` display help about active tools +.. _rcparam_keymap_quit: + keymap.quit: ``['ctrl+w', 'cmd+w', 'q']`` close the current figure +.. _rcparam_keymap_quit_all: + keymap.quit_all: ``[]`` close all figures +.. _rcparam_keymap_grid: + keymap.grid: ``['g']`` switching on/off major grids in current axes +.. _rcparam_keymap_grid_minor: + keymap.grid_minor: ``['G']`` switching on/off minor grids in current axes +.. _rcparam_keymap_yscale: + keymap.yscale: ``['l']`` toggle scaling of y-axes ('log'/'linear') +.. _rcparam_keymap_xscale: + keymap.xscale: ``['k', 'L']`` toggle scaling of x-axes ('log'/'linear') +.. _rcparam_keymap_copy: + keymap.copy: ``['ctrl+c', 'cmd+c']`` copy figure to clipboard +.. _rcparam_animation_html: + animation.html: ``'none'`` How to display the animation as HTML in the IPython notebook: - 'html5' uses HTML5 video tag - 'jshtml' creates a JavaScript animation +.. _rcparam_animation_writer: + animation.writer: ``'ffmpeg'`` MovieWriter 'backend' to use +.. _rcparam_animation_codec: + animation.codec: ``'h264'`` Codec to use for writing movie +.. _rcparam_animation_bitrate: + animation.bitrate: ``-1`` Controls size/quality trade-off for movie. -1 implies let utility auto-determine +.. _rcparam_animation_frame_format: + animation.frame_format: ``'png'`` Controls frame format used by temp files +.. _rcparam_animation_ffmpeg_path: + animation.ffmpeg_path: ``'ffmpeg'`` Path to ffmpeg binary. Unqualified paths are resolved by subprocess.Popen. +.. _rcparam_animation_ffmpeg_args: + animation.ffmpeg_args: ``[]`` Additional arguments to pass to ffmpeg +.. _rcparam_animation_convert_path: + animation.convert_path: ``'convert'`` Path to ImageMagick's convert binary. Unqualified paths are resolved by subprocess.Popen, except that on Windows, we look up an install of ImageMagick in the registry (as convert is also the name of a system tool). +.. _rcparam_animation_convert_args: + animation.convert_args: ``['-layers', 'OptimizePlus']`` Additional arguments to pass to convert +.. _rcparam_animation_embed_limit: + animation.embed_limit: ``20.0`` Limit, in MB, of size of base64 encoded animation in HTML (i.e. IPython notebook) +.. _rcparam__internal_classic_mode: + _internal.classic_mode: ``False`` *no description* +.. _rcparam_backend: + backend: ``None`` *no description* diff --git a/lib/matplotlib/rcsetup.py b/lib/matplotlib/rcsetup.py index cbfd8f6afca6..5cd42750d27f 100644 --- a/lib/matplotlib/rcsetup.py +++ b/lib/matplotlib/rcsetup.py @@ -3278,6 +3278,8 @@ def _generate_rst(): # pragma: no cover """ for param in _params: text += f""" +.. _rcparam_{param.name.replace('.', '_')}: + {param.name}: ``{param.default!r}`` {param.description if param.description else "*no description*"} """ From 28841c897ac0ac3bfd911febb0dd3c324e456c35 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Fri, 19 Dec 2025 14:48:21 +0100 Subject: [PATCH 132/329] Fix incorrect rcParams references --- doc/api/next_api_changes/behavior/28437-CH.rst | 2 +- doc/api/prev_api_changes/api_changes_3.10.1.rst | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/api/next_api_changes/behavior/28437-CH.rst b/doc/api/next_api_changes/behavior/28437-CH.rst index 6121dfec8163..bb303bbe9d3b 100644 --- a/doc/api/next_api_changes/behavior/28437-CH.rst +++ b/doc/api/next_api_changes/behavior/28437-CH.rst @@ -2,7 +2,7 @@ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ When passing and array to ``imshow(..., alpha=...)``, the parameter was silently ignored -if the image data was a RGB or RBGA image or if :rc:`interpolation_state` +if the image data was an RGB or RBGA image or if :rc:`image.interpolation_stage` resolved to "rbga". This is now fixed, and the alpha array overwrites any previous transparency information. diff --git a/doc/api/prev_api_changes/api_changes_3.10.1.rst b/doc/api/prev_api_changes/api_changes_3.10.1.rst index 26d43ddf8b17..71a2f71efc94 100644 --- a/doc/api/prev_api_changes/api_changes_3.10.1.rst +++ b/doc/api/prev_api_changes/api_changes_3.10.1.rst @@ -8,7 +8,7 @@ Behaviour ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ When passing and array to ``imshow(..., alpha=...)``, the parameter was silently ignored -if the image data was a RGB or RBGA image or if :rc:`interpolation_state` +if the image data was an RGB or RBGA image or if :rc:`image.interpolation_stage` resolved to "rbga". This is now fixed, and the alpha array overwrites any previous transparency information. From ff522aefe51232797a717cb7ecacbe77fe975194 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Sat, 10 Jan 2026 11:28:04 +0100 Subject: [PATCH 133/329] DOC: Improve linkage between rcParams-related documentation (#30948) --- doc/api/matplotlib_configuration_api.rst | 18 +++++++++++++++++- galleries/users_explain/customizing.py | 7 +++++-- lib/matplotlib/__init__.py | 16 +++------------- 3 files changed, 25 insertions(+), 16 deletions(-) diff --git a/doc/api/matplotlib_configuration_api.rst b/doc/api/matplotlib_configuration_api.rst index d5dc60c80613..b2fafc08e5fc 100644 --- a/doc/api/matplotlib_configuration_api.rst +++ b/doc/api/matplotlib_configuration_api.rst @@ -24,8 +24,24 @@ Default values and styling ========================== .. py:data:: rcParams + :type: RcParams + + The global configuration settings for Matplotlib. + + This is a dictionary-like variable that stores the current configuration + settings. Many of the values control styling, but others control + various aspects of Matplotlib's behavior. + + See :doc:`/users/explain/configuration` for a full list of config + parameters. + + See :ref:`customizing` for usage information. + + Notes + ----- + This object is also available as ``plt.rcParams`` via the + `matplotlib.pyplot` module (which by convention is imported as ``plt``). - An instance of `RcParams` for handling default Matplotlib values. .. autoclass:: RcParams :no-members: diff --git a/galleries/users_explain/customizing.py b/galleries/users_explain/customizing.py index 05b75ba7d0a4..948727c6a165 100644 --- a/galleries/users_explain/customizing.py +++ b/galleries/users_explain/customizing.py @@ -8,9 +8,12 @@ Customizing Matplotlib with style sheets and rcParams ===================================================== -Tips for customizing the properties and default styles of Matplotlib. +Many aspects of Matplotlib's behavior and default styles can be customized +through the use of rc (runtime configuration) settings. The current values +are stored in `~matplotlib.rcParams`. -There are three ways to customize Matplotlib: +There are three ways to customize Matplotlib, all of which effectively change +`~matplotlib.rcParams`: 1. :ref:`Setting rcParams at runtime`. 2. :ref:`Using style sheets`. diff --git a/lib/matplotlib/__init__.py b/lib/matplotlib/__init__.py index 0b1b0e57dc6d..167d6924a72e 100644 --- a/lib/matplotlib/__init__.py +++ b/lib/matplotlib/__init__.py @@ -158,7 +158,7 @@ # cbook must import matplotlib only within function # definitions, so it is safe to import from it here. -from . import _api, _version, cbook, _docstring, rcsetup +from . import _api, _version, cbook, rcsetup from matplotlib._api import MatplotlibDeprecationWarning from matplotlib.colors import _color_sequences as color_sequences from matplotlib.rcsetup import cycler # noqa: F401 @@ -658,23 +658,13 @@ def gen_candidates(): "install is broken") -@_docstring.Substitution( - "\n".join(map("- {}".format, sorted(rcsetup._validators, key=str.lower))) -) class RcParams(MutableMapping, dict): """ A dict-like key-value store for config parameters, including validation. - Validating functions are defined and associated with rc parameters in - :mod:`matplotlib.rcsetup`. + This is the data structure behind `matplotlib.rcParams`. - The list of rcParams is: - - %s - - See Also - -------- - :ref:`customizing-with-matplotlibrc-files` + The complete list of rcParams can be found in :doc:`/users/explain/configuration`. """ validate = rcsetup._validators From d8099725e7f4a8b5c0d1bedd119a6ceccc98b1f3 Mon Sep 17 00:00:00 2001 From: Ruth Comer <10599679+rcomer@users.noreply.github.com> Date: Sun, 11 Jan 2026 09:03:00 +0000 Subject: [PATCH 134/329] TST: account for flakiness with Numpy v1 --- lib/matplotlib/tests/test_axes.py | 3 +++ lib/matplotlib/tests/test_ticker.py | 7 +++++-- lib/mpl_toolkits/mplot3d/tests/test_axes3d.py | 4 +++- 3 files changed, 11 insertions(+), 3 deletions(-) diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py index 88bc9932de07..e066292f92a2 100644 --- a/lib/matplotlib/tests/test_axes.py +++ b/lib/matplotlib/tests/test_axes.py @@ -1576,6 +1576,9 @@ def test_pcolor_log_scale(fig_test, fig_ref): when using pcolor. """ x = np.linspace(0, 1, 11) + # Ensuring second x value always falls slightly above 0.1 prevents flakiness with + # numpy v1 #30882 + x[1] += 0.00001 y = np.linspace(1, 2, 5) X, Y = np.meshgrid(x, y) C = X[:-1, :-1] + Y[:-1, :-1] diff --git a/lib/matplotlib/tests/test_ticker.py b/lib/matplotlib/tests/test_ticker.py index a9104cc1b839..c3c53ebaea73 100644 --- a/lib/matplotlib/tests/test_ticker.py +++ b/lib/matplotlib/tests/test_ticker.py @@ -6,7 +6,7 @@ from packaging.version import parse as parse_version import numpy as np -from numpy.testing import assert_almost_equal, assert_array_equal +from numpy.testing import assert_almost_equal, assert_array_equal, assert_allclose import pytest import matplotlib as mpl @@ -1935,7 +1935,10 @@ def test_bad_locator_subs(sub): @mpl.style.context('default') def test_small_range_loglocator(numticks, lims, ticks): ll = mticker.LogLocator(numticks=numticks) - assert_array_equal(ll.tick_values(*lims), ticks) + if parse_version(np.version.version).major < 2: + assert_allclose(ll.tick_values(*lims), ticks, rtol=2e-16) + else: + assert_array_equal(ll.tick_values(*lims), ticks) @mpl.style.context('default') diff --git a/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py b/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py index 546659d05177..164a8e819e89 100644 --- a/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py +++ b/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py @@ -3,6 +3,7 @@ import platform import sys +from packaging.version import parse as parse_version import pytest from mpl_toolkits.mplot3d import Axes3D, axes3d, proj3d, art3d @@ -181,7 +182,8 @@ def test_bar3d_shaded(): fig.canvas.draw() -@mpl3d_image_comparison(['bar3d_notshaded.png'], style='mpl20') +@mpl3d_image_comparison(['bar3d_notshaded.png'], style='mpl20', + tol=0.01 if parse_version(np.version.version).major < 2 else 0) def test_bar3d_notshaded(): fig = plt.figure() ax = fig.add_subplot(projection='3d') From f7d261acc185f974f62645d8c8ef10788f8e6c34 Mon Sep 17 00:00:00 2001 From: David Stansby Date: Sun, 11 Jan 2026 18:56:10 +0100 Subject: [PATCH 135/329] Add uv.lock to .gitignore (#30949) --- .gitignore | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/.gitignore b/.gitignore index 9389a1612b14..0460152a792f 100644 --- a/.gitignore +++ b/.gitignore @@ -104,6 +104,10 @@ __conda_version__.txt lib/png.lib lib/z.lib +# uv files # +############ +uv.lock + # Environments # ################ .env From df1351cc66b83d381638af2efb023166b762fdde Mon Sep 17 00:00:00 2001 From: Ruth Comer <10599679+rcomer@users.noreply.github.com> Date: Mon, 12 Jan 2026 07:50:14 +0000 Subject: [PATCH 136/329] Expand comment with instructions Co-authored-by: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> --- lib/matplotlib/tests/test_axes.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py index e066292f92a2..f8a35ec578ad 100644 --- a/lib/matplotlib/tests/test_axes.py +++ b/lib/matplotlib/tests/test_axes.py @@ -1577,7 +1577,7 @@ def test_pcolor_log_scale(fig_test, fig_ref): """ x = np.linspace(0, 1, 11) # Ensuring second x value always falls slightly above 0.1 prevents flakiness with - # numpy v1 #30882 + # numpy v1 #30882. This can be removed once we require numpy >= 2. x[1] += 0.00001 y = np.linspace(1, 2, 5) X, Y = np.meshgrid(x, y) From 64cda24252180ee6196f5c825550331e98eace77 Mon Sep 17 00:00:00 2001 From: Thomas A Caswell Date: Mon, 12 Jan 2026 02:57:06 -0500 Subject: [PATCH 137/329] TST: always force the SETUPTOOLS_SCM version in test subprocesses (#30947) * TST: always force the SETUPTOOLS_SCM version in test subprocesses This will reduce the number of (sub)subprocess calls we make by at least one per subprocess test. This may help reduce resource contention on CI that causes flaky tests. --- lib/matplotlib/testing/__init__.py | 21 +++++++++++++++++---- lib/matplotlib/tests/test_pickle.py | 10 +--------- 2 files changed, 18 insertions(+), 13 deletions(-) diff --git a/lib/matplotlib/testing/__init__.py b/lib/matplotlib/testing/__init__.py index f430b0609644..a838a6b09b32 100644 --- a/lib/matplotlib/testing/__init__.py +++ b/lib/matplotlib/testing/__init__.py @@ -151,13 +151,26 @@ def subprocess_run_helper(func, *args, timeout, extra_env=None): f"_module = importlib.util.module_from_spec(_spec);" f"_spec.loader.exec_module(_module);" f"_module.{target}()", - *args + *args, ], - env={**os.environ, "SOURCE_DATE_EPOCH": "0", **(extra_env or {})}, - timeout=timeout, check=True, + env={ + **os.environ, + "SOURCE_DATE_EPOCH": "0", + # subprocess_run_helper sets SOURCE_DATE_EPOCH=0 above, so for a dirty tree, + # the version will have the date 19700101 which breaks pickle tests with a + # warning if the working tree is dirty. + # + # This will also avoid at least one additional subprocess call for + # setuptools-scm query git, so we tell the subprocess what version + # to report as the test process. + "SETUPTOOLS_SCM_PRETEND_VERSION_FOR_MATPLOTLIB": mpl.__version__, + **(extra_env or {}), + }, + timeout=timeout, + check=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE, - text=True + text=True, ) return proc diff --git a/lib/matplotlib/tests/test_pickle.py b/lib/matplotlib/tests/test_pickle.py index 82fc60e186c7..1590990cdeb0 100644 --- a/lib/matplotlib/tests/test_pickle.py +++ b/lib/matplotlib/tests/test_pickle.py @@ -150,15 +150,7 @@ def test_pickle_load_from_subprocess(fig_test, fig_ref, tmp_path): proc = subprocess_run_helper( _pickle_load_subprocess, timeout=60, - extra_env={ - "PICKLE_FILE_PATH": str(fp), - "MPLBACKEND": "Agg", - # subprocess_run_helper will set SOURCE_DATE_EPOCH=0, so for a dirty tree, - # the version will have the date 19700101. As we aren't trying to test the - # version compatibility warning, force setuptools-scm to use the same - # version as us. - "SETUPTOOLS_SCM_PRETEND_VERSION_FOR_MATPLOTLIB": mpl.__version__, - }, + extra_env={"PICKLE_FILE_PATH": str(fp), "MPLBACKEND": "Agg"}, ) loaded_fig = pickle.loads(ast.literal_eval(proc.stdout)) From 172f67e79ad5ea5075ebcc9ded66290147496c81 Mon Sep 17 00:00:00 2001 From: Antony Lee Date: Mon, 12 Jan 2026 16:38:36 +0100 Subject: [PATCH 138/329] Fix trivial typo in example. --- galleries/examples/mplot3d/intersecting_planes.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/galleries/examples/mplot3d/intersecting_planes.py b/galleries/examples/mplot3d/intersecting_planes.py index a5a92caf5c6b..4f42e7bbeb94 100644 --- a/galleries/examples/mplot3d/intersecting_planes.py +++ b/galleries/examples/mplot3d/intersecting_planes.py @@ -12,7 +12,7 @@ example, we lift the problem of mutual overlap by segmenting the planes at their intersections, making four parts out of each plane. -This examples only works correctly for planes that cut each other in haves. This +This examples only works correctly for planes that cut each other in halves. This limitation is intentional to keep the code more readable. Cutting at arbitrary positions would of course be possible but makes the code even more complex. Thus, this example is more a demonstration of the concept how to work around From 1f9e4776d650320bf0008399ac7ca2052585cec7 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Tue, 13 Jan 2026 16:04:36 +0100 Subject: [PATCH 139/329] DOC: Clarify matplotlib vs. matplotlib-base in conda --- doc/install/dependencies.rst | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/doc/install/dependencies.rst b/doc/install/dependencies.rst index 11317669817f..d0567900ea4c 100644 --- a/doc/install/dependencies.rst +++ b/doc/install/dependencies.rst @@ -31,6 +31,16 @@ reference. * `Pillow `_ (>= 9.0) * `pyparsing `_ (>= 3) +.. note:: + + With **conda packages**, this set of minimal dependencies is realized in + the ``matplotlib-base`` conda package. Other packages in the conda + ecosystem that depend on Matplotlib should depend on ``matplotlib-base``. + + The ``matplotlib`` conda package additionally comes with ``pyside6`` + to have a working GUI backend out of the box for end users. This should + primarily be used to define end-user environments. See also the + `conda forge documentation `__. .. _optional_dependencies: From 8cc21b4312c1020d54432168a9d28cf107a1a354 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Tue, 13 Jan 2026 10:26:39 +0100 Subject: [PATCH 140/329] DOC: Some small additions to the API docs --- doc/api/artist_api.rst | 1 + doc/api/axes_api.rst | 2 ++ doc/missing-references.json | 6 +++--- lib/matplotlib/artist.py | 22 ++++++++++++++++++---- 4 files changed, 24 insertions(+), 7 deletions(-) diff --git a/doc/api/artist_api.rst b/doc/api/artist_api.rst index 0ca3fb364c41..f256d2b7164e 100644 --- a/doc/api/artist_api.rst +++ b/doc/api/artist_api.rst @@ -122,6 +122,7 @@ Figure and Axes Artist.set_figure Artist.get_figure + Artist.figure Children -------- diff --git a/doc/api/axes_api.rst b/doc/api/axes_api.rst index f5af8744a2bc..1868794dd921 100644 --- a/doc/api/axes_api.rst +++ b/doc/api/axes_api.rst @@ -628,6 +628,8 @@ Other Axes.get_transformed_clip_path_and_affine Axes.has_data Axes.set + Axes.get_figure + Axes.figure Axes.remove .. autoclass:: matplotlib.axes.Axes.ArtistList diff --git a/doc/missing-references.json b/doc/missing-references.json index 1a3693c990e5..d27d2fa067ce 100644 --- a/doc/missing-references.json +++ b/doc/missing-references.json @@ -4,7 +4,7 @@ ":1" ], "matplotlib.axes._base._AxesBase": [ - "doc/api/artist_api.rst:202" + "doc/api/artist_api.rst:203" ], "matplotlib.backend_bases._Backend": [ "lib/matplotlib/backend_bases.py:docstring of matplotlib.backend_bases.ShowBase:1" @@ -18,7 +18,7 @@ "lib/matplotlib/backends/backend_tkcairo.py:docstring of matplotlib.backends.backend_tkcairo.FigureCanvasTkCairo:1" ], "matplotlib.image._ImageBase": [ - "doc/api/artist_api.rst:202", + "doc/api/artist_api.rst:203", "lib/matplotlib/image.py:docstring of matplotlib.image.AxesImage:1", "lib/matplotlib/image.py:docstring of matplotlib.image.BboxImage:1", "lib/matplotlib/image.py:docstring of matplotlib.image.FigureImage:1" @@ -67,7 +67,7 @@ "lib/matplotlib/projections/geo.py:docstring of matplotlib.projections.geo.MollweideAxes.MollweideTransform:1" ], "matplotlib.text._AnnotationBase": [ - "doc/api/artist_api.rst:202", + "doc/api/artist_api.rst:203", "lib/matplotlib/offsetbox.py:docstring of matplotlib.offsetbox.AnnotationBbox:1", "lib/matplotlib/text.py:docstring of matplotlib.text.Annotation:1" ], diff --git a/lib/matplotlib/artist.py b/lib/matplotlib/artist.py index eaaae43e283a..79a629e9f4c6 100644 --- a/lib/matplotlib/artist.py +++ b/lib/matplotlib/artist.py @@ -165,10 +165,24 @@ def _update_set_signature_and_docstring(cls): if prop not in Artist._PROPERTIES_EXCLUDED_FROM_SET]]) cls.set._autogenerated_signature = True - cls.set.__doc__ = ( - "Set multiple properties at once.\n\n" - "Supported properties are\n\n" - + kwdoc(cls)) + cls.set.__doc__ = ("""\ +Set multiple properties at once. + +:: + a.set(a=A, b=B, c=C) + +is equivalent to :: + + a.set_a(A) + a.set_b(B) + a.set_c(C) + +The order of operations is not guaranteed, however most properties do not +depend on each other. + +Supported properties are + +""" + kwdoc(cls)) def __init__(self): self._stale = True From 3a1df7d67ef48359f131b9eade5573cdacfd5279 Mon Sep 17 00:00:00 2001 From: Steve Berardi <6608085+steveberardi@users.noreply.github.com> Date: Wed, 14 Jan 2026 09:28:51 -0800 Subject: [PATCH 141/329] SVG backend - handle font weight as integer (#30960) * weight is int * comments * test * docstring * Update lib/matplotlib/backends/backend_svg.py Co-authored-by: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> * revert --------- Co-authored-by: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> --- lib/matplotlib/backends/backend_svg.py | 3 ++- lib/matplotlib/font_manager.py | 2 +- lib/matplotlib/tests/test_backend_svg.py | 6 ++++-- 3 files changed, 7 insertions(+), 4 deletions(-) diff --git a/lib/matplotlib/backends/backend_svg.py b/lib/matplotlib/backends/backend_svg.py index 0cb6430ec823..c1f824007a56 100644 --- a/lib/matplotlib/backends/backend_svg.py +++ b/lib/matplotlib/backends/backend_svg.py @@ -1134,7 +1134,8 @@ def _draw_text_as_text(self, gc, x, y, s, prop, angle, ismath, mtext=None): font_style['font-style'] = prop.get_style() if prop.get_variant() != 'normal': font_style['font-variant'] = prop.get_variant() - weight = fm.weight_dict[prop.get_weight()] + weight = prop.get_weight() + weight = fm.weight_dict.get(weight, weight) # convert to int if weight != 400: font_style['font-weight'] = f'{weight}' diff --git a/lib/matplotlib/font_manager.py b/lib/matplotlib/font_manager.py index ab6b495631de..98361eaa01e8 100644 --- a/lib/matplotlib/font_manager.py +++ b/lib/matplotlib/font_manager.py @@ -748,7 +748,7 @@ def get_variant(self): def get_weight(self): """ - Set the font weight. Options are: A numeric value in the + Get the font weight. Options are: A numeric value in the range 0-1000 or one of 'light', 'normal', 'regular', 'book', 'medium', 'roman', 'semibold', 'demibold', 'demi', 'bold', 'heavy', 'extra bold', 'black' diff --git a/lib/matplotlib/tests/test_backend_svg.py b/lib/matplotlib/tests/test_backend_svg.py index 2c64b7c24b3e..7864b3bb68bd 100644 --- a/lib/matplotlib/tests/test_backend_svg.py +++ b/lib/matplotlib/tests/test_backend_svg.py @@ -74,7 +74,8 @@ def test_bold_font_output(): ax.plot(np.arange(10), np.arange(10)) ax.set_xlabel('nonbold-xlabel') ax.set_ylabel('bold-ylabel', fontweight='bold') - ax.set_title('bold-title', fontweight='bold') + # set weight as integer to assert it's handled properly + ax.set_title('bold-title', fontweight=600) @image_comparison(['bold_font_output_with_none_fonttype.svg']) @@ -84,7 +85,8 @@ def test_bold_font_output_with_none_fonttype(): ax.plot(np.arange(10), np.arange(10)) ax.set_xlabel('nonbold-xlabel') ax.set_ylabel('bold-ylabel', fontweight='bold') - ax.set_title('bold-title', fontweight='bold') + # set weight as integer to assert it's handled properly + ax.set_title('bold-title', fontweight=600) @check_figures_equal(extensions=['svg'], tol=20) From ea0fb5bc4f3adbb2ae472e71fc8328cc5e7df9b7 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Thu, 15 Jan 2026 11:07:29 +0100 Subject: [PATCH 142/329] DOC: Tutorial on API shortcuts (#30952) * DOC: Tutorial on coding shortcuts * Apply suggestions from code review Co-authored-by: Ruth Comer <10599679+rcomer@users.noreply.github.com> --------- Co-authored-by: Ruth Comer <10599679+rcomer@users.noreply.github.com> --- galleries/tutorials/coding_shortcuts.py | 172 ++++++++++++++++++++++++ galleries/tutorials/index.rst | 18 +++ 2 files changed, 190 insertions(+) create mode 100644 galleries/tutorials/coding_shortcuts.py diff --git a/galleries/tutorials/coding_shortcuts.py b/galleries/tutorials/coding_shortcuts.py new file mode 100644 index 000000000000..46868482598f --- /dev/null +++ b/galleries/tutorials/coding_shortcuts.py @@ -0,0 +1,172 @@ +""" +================ +Coding shortcuts +================ + +Matplotlib's primary and universal API is the :ref:`Axes interface `. +While it is clearly structured and powerful, it can sometimes feel overly verbose and +thus cumbersome to write. This page collects patterns for condensing the code +of the Axes-based API and achieving the same results with less typing for many simpler +plots. + +.. note:: + + The :ref:`pyplot interface ` is an alternative more compact + interface, and was historically modeled to be similar to MATLAB. It remains a + valid approach for those who want to use it. However, it has the disadvantage that + it achieves its brevity through implicit assumptions that you have to understand. + + Since it follows a different paradigm, switching between the Axes interface and + the pyplot interface requires a shift of the mental model, and some code rewrite, + if the code develops to a point at which pyplot no longer provides enough + flexibility. + +This tutorial goes the other way round, starting from the standard verbose Axes +interface and using its capabilities for shortcuts when you don't need all the +generality. + +Let's assume we want to make a plot of the number of daylight hours per day over the +year in London. + +The standard approach with the Axes interface looks like this. +""" + +import matplotlib.pyplot as plt +import numpy as np + +day = np.arange(365) +hours = 4.276 * np.sin(2 * np.pi * (day - 80)/365) + 12.203 + +fig, ax = plt.subplots() +ax.plot(day, hours, color="orange") +ax.set_xlabel("day") +ax.set_ylabel("daylight hours") +ax.set_title("London") +plt.show() + +# %% +# Note that we've included ``plt.show()`` here. This is needed to show the plot window +# when running from a command line or in a Python script. If you run a Jupyter notebook, +# this command is automatically executed at the end of each cell. +# +# For the rest of the tutorial, we'll assume that we are in a notebook and leave this +# out for brevity. Depending on your context you may still need it. +# +# If you instead want to save to a file, use ``fig.savefig("daylight.png")``. +# +# +# Collect Axes properties into a single ``set()`` call +# ==================================================== +# +# The properties of Matplotlib Artists can be modified through their respective +# ``set_*()`` methods. Artists additionally have a generic ``set()`` method, that takes +# keyword arguments and is equivalent to calling all the respective ``set_*()`` methods. +# :: +# +# ax.set_xlabel("day") +# ax.set_ylabel("daylight hours") +# +# can also be written as :: +# +# ax.set(xlabel="day", ylabel="daylight hours") +# +# This is the most simple and effective reduction you can do. With that we can shorten +# the above plot to + +fig, ax = plt.subplots() +ax.plot(day, hours, color="orange") +ax.set(xlabel="day", ylabel="daylight hours", title="London") + +# %% +# +# This works as long as you only need to pass one parameter to the ``set_*()`` function. +# The individual functions are still necessary if you want more control, e.g. +# ``set_title("London", fontsize=16)``. +# +# +# Not storing a reference to the figure +# ===================================== +# Another nuisance of ``fig, ax = plt.subplots()`` is that you always create a ``fig`` +# variable, even if you don't use it. A slightly shorter version would be using the +# standard variable for unused value in Python (``_``): ``_, ax = plt.subplots()``. +# However, that's only marginally better. +# +# You can work around this by separating figure and Axes creation and chaining them :: +# +# ax = plt.figure().add_subplot() +# +# This is a bit cleaner logically and has the slight advantage that you could set +# figure properties inline as well; e.g. ``plt.figure(facecolor="lightgoldenrod")``. +# But it has the disadvantage that it's longer than ``fig, ax = plt.subplots()``. +# +# You can still obtain the figure from the Axes if needed, e.g. :: +# +# ax.figure.savefig("daylight_hours.png") +# +# The example code now looks like this: + +ax = plt.figure().add_subplot() +ax.plot(day, hours, color="orange") +ax.set(xlabel="day", ylabel="daylight hours", title="London") + +# %% +# Define Axes properties during axes creation +# =========================================== +# The ``set_*`` methods as well as ``set`` modify existing objects. You can +# alternatively define them right at creation. Since you typically don't instantiate +# classes yourself in Matplotlib, but rather call some factory function that creates +# the object and wires it up correctly with the plot, this may seem less obvious. But +# in fact you just pass the desired properties to the factory functions. You are likely +# doing this already in some places without realizing. Consider the function to create +# a line :: +# +# ax.plot(x, y, color="orange") +# +# This is equivalent to :: +# +# line, = ax.plot(x, y) +# line.set_color("orange") +# +# The same can be done with functions that create Axes. + +ax = plt.figure().add_subplot(xlabel="day", ylabel="daylight hours", title="London") +ax.plot(day, hours, color="orange") + +# %% +# .. important:: +# The Axes properties are only accepted as keyword arguments by +# `.Figure.add_subplot`, which creates a single Axes. +# +# For `.Figure.subplots` and `.pyplot.subplots`, you'd have to pass the properties +# as a dict via the keyword argument ``subplot_kw``. The limitation here is that +# such parameters are given to all Axes. For example, if you need two subplots +# (``fig, (ax1, ax2) = plt.subplots(1, 2)``) with different labels, you have to +# set them individually. +# +# Defining Axes properties during creation is best used for single subplots or when +# all subplots share the same properties. +# +# +# Using implicit figure creation +# ============================== +# You can go even further by tapping into the pyplot logic and use `.pyplot.axes` to +# create the axes: + +ax = plt.axes(xlabel="day", ylabel="daylight hours", title="London") +ax.plot(day, hours, color="orange") + +# %% +# .. warning:: +# When using this, you have to be aware of the implicit figure semantics of pyplot. +# ``plt.axes()`` will only create a new figure if no figure exists. Otherwise, it +# will add the Axes to the current existing figure, which is likely not what you +# want. +# +# Not storing a reference to the Axes +# =================================== +# If you only need to visualize one dataset, you can append the plot command +# directly to the Axes creation. This may be useful e.g. in notebooks, +# where you want to create a plot with some configuration, but as little distracting +# code as possible: + +plt.axes(xlabel="day", ylabel="daylight hours").plot(day, hours, color="orange") diff --git a/galleries/tutorials/index.rst b/galleries/tutorials/index.rst index 48187a862a2e..76c0037dca11 100644 --- a/galleries/tutorials/index.rst +++ b/galleries/tutorials/index.rst @@ -32,6 +32,23 @@ a :ref:`FAQ ` in our :ref:`user guide `. +.. raw:: html + +

      + +.. only:: html + + .. image:: /tutorials/images/thumb/sphx_glr_coding_shortcuts_thumb.png + :alt: Coding shortcuts + + :ref:`sphx_glr_tutorials_coding_shortcuts.py` + +.. raw:: html + +
      Coding shortcuts
      +
      + + .. raw:: html
      @@ -92,6 +109,7 @@ a :ref:`FAQ ` in our :ref:`user guide `. :hidden: /tutorials/pyplot + /tutorials/coding_shortcuts /tutorials/images /tutorials/lifecycle /tutorials/artists From a3dc2bf970027d4b1c017dde92b838ab6368913a Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Thu, 15 Jan 2026 14:51:37 +0100 Subject: [PATCH 143/329] DOC: Simplify barh() example Directly use categorical data as positions instead of numeric data + tick adjustment --- galleries/examples/lines_bars_and_markers/barh.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/galleries/examples/lines_bars_and_markers/barh.py b/galleries/examples/lines_bars_and_markers/barh.py index 5493c7456c75..c8834e252cb6 100644 --- a/galleries/examples/lines_bars_and_markers/barh.py +++ b/galleries/examples/lines_bars_and_markers/barh.py @@ -15,12 +15,10 @@ # Example data people = ('Tom', 'Dick', 'Harry', 'Slim', 'Jim') -y_pos = np.arange(len(people)) performance = 3 + 10 * np.random.rand(len(people)) error = np.random.rand(len(people)) -ax.barh(y_pos, performance, xerr=error, align='center') -ax.set_yticks(y_pos, labels=people) +ax.barh(people, performance, xerr=error, align='center') ax.invert_yaxis() # labels read top-to-bottom ax.set_xlabel('Performance') ax.set_title('How fast do you want to go today?') From 2febe7415def11a90a0e98c430e28d0f4b9ff6ce Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Thu, 15 Jan 2026 15:04:51 +0100 Subject: [PATCH 144/329] DOC: Move spectral plots from lines to statistics In fact these are statistical quantities, and with hist, boxplot etc. they share the property that they do not directly visualize the input data but some quantity derived from them. --- .../examples/{lines_bars_and_markers => statistics}/cohere.py | 0 .../examples/{lines_bars_and_markers => statistics}/csd_demo.py | 0 .../examples/{lines_bars_and_markers => statistics}/psd_demo.py | 0 .../{lines_bars_and_markers => statistics}/xcorr_acorr_demo.py | 0 4 files changed, 0 insertions(+), 0 deletions(-) rename galleries/examples/{lines_bars_and_markers => statistics}/cohere.py (100%) rename galleries/examples/{lines_bars_and_markers => statistics}/csd_demo.py (100%) rename galleries/examples/{lines_bars_and_markers => statistics}/psd_demo.py (100%) rename galleries/examples/{lines_bars_and_markers => statistics}/xcorr_acorr_demo.py (100%) diff --git a/galleries/examples/lines_bars_and_markers/cohere.py b/galleries/examples/statistics/cohere.py similarity index 100% rename from galleries/examples/lines_bars_and_markers/cohere.py rename to galleries/examples/statistics/cohere.py diff --git a/galleries/examples/lines_bars_and_markers/csd_demo.py b/galleries/examples/statistics/csd_demo.py similarity index 100% rename from galleries/examples/lines_bars_and_markers/csd_demo.py rename to galleries/examples/statistics/csd_demo.py diff --git a/galleries/examples/lines_bars_and_markers/psd_demo.py b/galleries/examples/statistics/psd_demo.py similarity index 100% rename from galleries/examples/lines_bars_and_markers/psd_demo.py rename to galleries/examples/statistics/psd_demo.py diff --git a/galleries/examples/lines_bars_and_markers/xcorr_acorr_demo.py b/galleries/examples/statistics/xcorr_acorr_demo.py similarity index 100% rename from galleries/examples/lines_bars_and_markers/xcorr_acorr_demo.py rename to galleries/examples/statistics/xcorr_acorr_demo.py From def8e73f54a10a0d7284d43c0bda11013422a92d Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Wed, 7 Jan 2026 11:14:45 +0100 Subject: [PATCH 145/329] DOC: Improve widgets API documentation - Structure the page into widgets and helpers. This requires explicit listing of the classes, but is bearable as we don't often add new classes - Limit the inheritance diagram to the Widget subclasses instead of also showning the helper classes there - Add documentation for `_SelectorWidget`. It's important to understand its subclasses. This also results in correctly showing the selector inheritance in the inheritance diagram --- doc/api/widgets_api.rst | 52 +++++++++++++++++++++++++++++++++++---- lib/matplotlib/widgets.py | 28 +++++++++++++++------ 2 files changed, 67 insertions(+), 13 deletions(-) diff --git a/doc/api/widgets_api.rst b/doc/api/widgets_api.rst index 014361e70377..739b0f8931e0 100644 --- a/doc/api/widgets_api.rst +++ b/doc/api/widgets_api.rst @@ -2,11 +2,53 @@ ``matplotlib.widgets`` ********************** -.. inheritance-diagram:: matplotlib.widgets +.. currentmodule:: matplotlib.widgets + +.. automodule:: matplotlib.widgets + :no-members: + :no-undoc-members: + + +Widget classes +============== + +.. inheritance-diagram:: matplotlib.widgets.Widget :parts: 1 + :private-bases: + :include-subclasses: +.. autosummary:: + :toctree: _as_gen + :template: autosummary.rst + :nosignatures: -.. automodule:: matplotlib.widgets - :members: - :undoc-members: - :show-inheritance: + Widget + AxesWidget + Cursor + MultiCursor + Button + CheckButtons + RadioButtons + SliderBase + Slider + RangeSlider + TextBox + _SelectorWidget + RectangleSelector + EllipseSelector + Lasso + LassoSelector + PolygonSelector + SpanSelector + SubplotTool + +Helper classes +============== + +.. autosummary:: + :toctree: _as_gen + :nosignatures: + + LockDraw + ToolHandles + ToolLineHandles diff --git a/lib/matplotlib/widgets.py b/lib/matplotlib/widgets.py index 79b2e3b7651c..f4107f1b62df 100644 --- a/lib/matplotlib/widgets.py +++ b/lib/matplotlib/widgets.py @@ -1,8 +1,6 @@ """ -GUI neutral widgets -=================== - Widgets that are designed to work for any of the GUI backends. + All of these widgets require you to predefine an `~.axes.Axes` instance and pass that as the first parameter. Matplotlib doesn't try to be too smart with respect to layout -- you will have to figure out how @@ -2193,6 +2191,16 @@ def onmove(self, event): class _SelectorWidget(AxesWidget): + """ + The base class for selector widgets. + + This class provides common functionality for selector widgets, + such as handling mouse and keyboard events, managing state modifier keys, etc. + + The class itself is private and may be changed or removed without prior warning. + However, the public API it provides to subclasses is stable and considered + public on the subclasses. + """ def __init__(self, ax, onselect=None, useblit=False, button=None, state_modifier_keys=None, use_data_coordinates=False): @@ -2497,7 +2505,7 @@ def set_props(self, **props): def set_handle_props(self, **handle_props): """ Set the properties of the handles selector artist. See the - `handle_props` argument in the selector docstring to know which + *handle_props* argument in the selector docstring to know which properties are supported. """ if not hasattr(self, '_handles_artists'): @@ -2521,13 +2529,15 @@ def _validate_state(self, state): def add_state(self, state): """ Add a state to define the widget's behavior. See the - `state_modifier_keys` parameters for details. + *state_modifier_keys* parameter in the constructor of the concrete + selector class for details. Parameters ---------- state : str Must be a supported state of the selector. See the - `state_modifier_keys` parameters for details. + *state_modifier_keys* parameter in the constructor of the concrete + selector class for details. Raises ------ @@ -2541,13 +2551,15 @@ def add_state(self, state): def remove_state(self, state): """ Remove a state to define the widget's behavior. See the - `state_modifier_keys` parameters for details. + *state_modifier_keys* parameter in the constructor of the concrete + selector class for details. Parameters ---------- state : str Must be a supported state of the selector. See the - `state_modifier_keys` parameters for details. + *state_modifier_keys* parameter in the constructor of the concrete + selector class for details. Raises ------ From 9c0dc4597e1a34016b51425f2778519d7998e0e2 Mon Sep 17 00:00:00 2001 From: Ruth Comer <10599679+rcomer@users.noreply.github.com> Date: Thu, 15 Jan 2026 14:52:24 +0000 Subject: [PATCH 146/329] DOC: modernise barh example --- galleries/examples/lines_bars_and_markers/barh.py | 10 +++------- 1 file changed, 3 insertions(+), 7 deletions(-) diff --git a/galleries/examples/lines_bars_and_markers/barh.py b/galleries/examples/lines_bars_and_markers/barh.py index c8834e252cb6..9e81b7613e25 100644 --- a/galleries/examples/lines_bars_and_markers/barh.py +++ b/galleries/examples/lines_bars_and_markers/barh.py @@ -6,20 +6,16 @@ This example showcases a simple horizontal bar chart. """ import matplotlib.pyplot as plt -import numpy as np - -# Fixing random state for reproducibility -np.random.seed(19680801) fig, ax = plt.subplots() # Example data people = ('Tom', 'Dick', 'Harry', 'Slim', 'Jim') -performance = 3 + 10 * np.random.rand(len(people)) -error = np.random.rand(len(people)) +performance = [5, 7, 6, 4, 9] +error = [0.2, 0.4, 0.3, 0.6, 0.2] ax.barh(people, performance, xerr=error, align='center') -ax.invert_yaxis() # labels read top-to-bottom +ax.yaxis.set_inverted(True) # labels read top-to-bottom ax.set_xlabel('Performance') ax.set_title('How fast do you want to go today?') From a25d9913f11ba5133b3ed2d23c81490aa1df1a43 Mon Sep 17 00:00:00 2001 From: Ruth Comer <10599679+rcomer@users.noreply.github.com> Date: Thu, 15 Jan 2026 16:29:10 +0000 Subject: [PATCH 147/329] Clarify code comment Co-authored-by: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> --- galleries/examples/lines_bars_and_markers/barh.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/galleries/examples/lines_bars_and_markers/barh.py b/galleries/examples/lines_bars_and_markers/barh.py index 9e81b7613e25..8529698c1ddb 100644 --- a/galleries/examples/lines_bars_and_markers/barh.py +++ b/galleries/examples/lines_bars_and_markers/barh.py @@ -15,7 +15,7 @@ error = [0.2, 0.4, 0.3, 0.6, 0.2] ax.barh(people, performance, xerr=error, align='center') -ax.yaxis.set_inverted(True) # labels read top-to-bottom +ax.yaxis.set_inverted(True) # arrange data from top to bottom ax.set_xlabel('Performance') ax.set_title('How fast do you want to go today?') From 985f018c23a5dc6e90a392a6e43fd7bfdb8470b7 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Thu, 15 Jan 2026 15:07:48 +0100 Subject: [PATCH 148/329] Add redirects from old locations --- doc/release/prev_whats_new/whats_new_0.98.4.rst | 2 +- galleries/examples/statistics/cohere.py | 2 ++ galleries/examples/statistics/csd_demo.py | 2 ++ galleries/examples/statistics/psd_demo.py | 2 ++ galleries/examples/statistics/xcorr_acorr_demo.py | 2 ++ 5 files changed, 9 insertions(+), 1 deletion(-) diff --git a/doc/release/prev_whats_new/whats_new_0.98.4.rst b/doc/release/prev_whats_new/whats_new_0.98.4.rst index fb08b8355971..8091c1277a5d 100644 --- a/doc/release/prev_whats_new/whats_new_0.98.4.rst +++ b/doc/release/prev_whats_new/whats_new_0.98.4.rst @@ -138,7 +138,7 @@ psd amplitude scaling Ryan May did a lot of work to rationalize the amplitude scaling of :func:`~matplotlib.pyplot.psd` and friends. See -:doc:`/gallery/lines_bars_and_markers/psd_demo`. +:doc:`/gallery/statistics/psd_demo`. The changes should increase MATLAB compatibility and increase scaling options. diff --git a/galleries/examples/statistics/cohere.py b/galleries/examples/statistics/cohere.py index f02788ea1d69..4fd76d66a06a 100644 --- a/galleries/examples/statistics/cohere.py +++ b/galleries/examples/statistics/cohere.py @@ -4,6 +4,8 @@ ===================================== An example showing how to plot the coherence of two signals using `~.Axes.cohere`. + +.. redirect-from:: /gallery/lines_bars_and_markers/cohere """ import matplotlib.pyplot as plt import numpy as np diff --git a/galleries/examples/statistics/csd_demo.py b/galleries/examples/statistics/csd_demo.py index 76d9f0825223..31c657f6b47f 100644 --- a/galleries/examples/statistics/csd_demo.py +++ b/galleries/examples/statistics/csd_demo.py @@ -4,6 +4,8 @@ ============================ Plot the cross spectral density (CSD) of two signals using `~.Axes.csd`. + +.. redirect-from:: /gallery/lines_bars_and_markers/csd_demo """ import matplotlib.pyplot as plt import numpy as np diff --git a/galleries/examples/statistics/psd_demo.py b/galleries/examples/statistics/psd_demo.py index edbfc79289af..bf564df7542c 100644 --- a/galleries/examples/statistics/psd_demo.py +++ b/galleries/examples/statistics/psd_demo.py @@ -8,6 +8,8 @@ The PSD is a common plot in the field of signal processing. NumPy has many useful libraries for computing a PSD. Below we demo a few examples of how this can be accomplished and visualized with Matplotlib. + +.. redirect-from:: /gallery/lines_bars_and_markers/psd_demo """ import matplotlib.pyplot as plt import numpy as np diff --git a/galleries/examples/statistics/xcorr_acorr_demo.py b/galleries/examples/statistics/xcorr_acorr_demo.py index 7878ef8d7468..f0cd0ecaf8ed 100644 --- a/galleries/examples/statistics/xcorr_acorr_demo.py +++ b/galleries/examples/statistics/xcorr_acorr_demo.py @@ -5,6 +5,8 @@ Example use of cross-correlation (`~.Axes.xcorr`) and auto-correlation (`~.Axes.acorr`) plots. + +.. redirect-from:: /gallery/lines_bars_and_markers/xcorr_acorr_demo """ import matplotlib.pyplot as plt import numpy as np From fafa950be6cef062e47ed4030d6b37de78c30cfb Mon Sep 17 00:00:00 2001 From: Anton <138380708+r3kste@users.noreply.github.com> Date: Sat, 17 Jan 2026 00:41:08 +0530 Subject: [PATCH 149/329] Revert exception handling after numpy minver bump to 1.25 --- lib/matplotlib/backends/backend_pdf.py | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) diff --git a/lib/matplotlib/backends/backend_pdf.py b/lib/matplotlib/backends/backend_pdf.py index d63808eb3925..4d64eaccb358 100644 --- a/lib/matplotlib/backends/backend_pdf.py +++ b/lib/matplotlib/backends/backend_pdf.py @@ -2632,10 +2632,7 @@ def delta(self, other): different = ours is not theirs else: different = bool(ours != theirs) - except (ValueError, DeprecationWarning): - # numpy version < 1.25 raises DeprecationWarning when array shapes - # mismatch, unlike numpy >= 1.25 which raises ValueError. - # This should be removed when numpy < 1.25 is no longer supported. + except ValueError: ours = np.asarray(ours) theirs = np.asarray(theirs) different = (ours.shape != theirs.shape or From e2c45726902e14455ae35c67964248e3b148b216 Mon Sep 17 00:00:00 2001 From: Ruth Comer <10599679+rcomer@users.noreply.github.com> Date: Sat, 17 Jan 2026 15:52:36 +0000 Subject: [PATCH 150/329] DOC: update interactive rebase instructions --- doc/devel/development_workflow.rst | 128 ++++++++++++++++------------- 1 file changed, 70 insertions(+), 58 deletions(-) diff --git a/doc/devel/development_workflow.rst b/doc/devel/development_workflow.rst index c0300acf1f7f..c26b5eb9ae4e 100644 --- a/doc/devel/development_workflow.rst +++ b/doc/devel/development_workflow.rst @@ -40,7 +40,7 @@ workflow is: #. Start a new *feature branch* from ``upstream/main``:: - git checkout -b my-feature upstream/main + git checkout -b my-new-feature upstream/main #. When you're done editing, e.g., ``lib/matplotlib/collections.py``, record your changes in Git:: @@ -49,7 +49,7 @@ workflow is: #. Push the changes to your GitHub fork:: - git push -u origin my-feature + git push -u origin my-new-feature .. _update-mirror-main: @@ -250,15 +250,15 @@ If you notice you messed up after the rebase:: If you forgot to make a backup branch:: # look at the reflog of the branch - git reflog show cool-feature + git reflog show my-new-feature - 8630830 cool-feature@{0}: commit: BUG: io: close file handles immediately - 278dd2a cool-feature@{1}: rebase finished: refs/heads/my-feature-branch onto 11ee694744f2552d - 26aa21a cool-feature@{2}: commit: BUG: lib: make seek_gzip_factory not leak gzip obj + 8630830 my-new-feature@{0}: commit: BUG: io: close file handles immediately + 278dd2a my-new-feature@{1}: rebase finished: refs/heads/my-new-feature onto 11ee694744f2552d + 26aa21a my-new-feature@{2}: commit: BUG: lib: make seek_gzip_factory not leak gzip obj ... # reset the branch to where it was before the botched rebase - git reset --hard cool-feature@{2} + git reset --hard my-new-feature@{2} .. _rewriting-commit-history: @@ -276,73 +276,85 @@ This can be done via *interactive rebasing*. Suppose that the commit history looks like this:: - git log --oneline - eadc391 Fix some remaining bugs - a815645 Modify it so that it works - 2dec1ac Fix a few bugs + disable - 13d7934 First implementation - 6ad92e5 * masked is now an instance of a new object, MaskedConstant - 29001ed Add pre-nep for a copule of structured_array_extensions. + $ git log --oneline + b7e99a8659 (HEAD -> my-new-feature) Fix some remaining bugs + 8a5de78b17 Modify it so that it works + 34448c69eb Fix a few bugs + disable + 9a5d1ca186 First implementation + d1da6fbf0b (upstream/main) Merge pull request #30778 from timhoffm/decorator-tracebackhide + 6ad937ad83 Merge pull request #30838 from has2k1/fix-numpy-integer-markers ... -and ``6ad92e5`` is the last commit in the ``cool-feature`` branch. Suppose we +and ``b7e99a8659`` is the most recent commit in the ``my-new-feature`` branch. Suppose we want to make the following changes: -* Rewrite the commit message for ``13d7934`` to something more sensible. -* Combine the commits ``2dec1ac``, ``a815645``, ``eadc391`` into a single one. +* Rewrite the commit message for ``9a5d1ca186`` to something more specific. +* Combine the commits ``34448c69eb``, ``8a5de78b17``, ``b7e99a8659`` into a single one. We do as follows:: # make a backup of the current state git branch tmp HEAD # interactive rebase - git rebase -i 6ad92e5 + git rebase -i d1da6fbf0b This will open an editor with the following text in it:: - pick 13d7934 First implementation - pick 2dec1ac Fix a few bugs + disable - pick a815645 Modify it so that it works - pick eadc391 Fix some remaining bugs + pick 9a5d1ca186 First implementation + pick 34448c69eb Fix a few bugs + disable + pick 8a5de78b17 Modify it so that it works + pick b7e99a8659 Fix some remaining bugs - # Rebase 6ad92e5..eadc391 onto 6ad92e5 + # Rebase d1da6fbf0b..b7e99a8659 onto d1da6fbf0b (4 commands) # # Commands: - # p, pick = use commit - # r, reword = use commit, but edit the commit message - # e, edit = use commit, but stop for amending - # s, squash = use commit, but meld into previous commit - # f, fixup = like "squash", but discard this commit's log message + # p, pick = use commit + # r, reword = use commit, but edit the commit message + # e, edit = use commit, but stop for amending + # s, squash = use commit, but meld into previous commit + # f, fixup [-C | -c] = like "squash" but keep only the previous + # commit's log message, unless -C is used, in which case + # keep only this commit's message; -c is same as -C but + # opens the editor + # x, exec = run command (the rest of the line) using shell + # b, break = stop here (continue rebase later with 'git rebase --continue') + # d, drop = remove commit + # l, label

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zew-MyZ13(ig$ktv1A17R5)&OA3S9XSFaDYCg=LmNny4(Jvdu-FAx7D5-_D*+bOQ9! z5K?qdaK^!>$y9SYCYLd1twgkfh4$G7p;9R#nKlu41>E3>GecsHcsmtZOs@pQgvb~tnPToQ z-LiBV1q%ZmQ799%O%B%G5GzPxbImq^q&%1L=48gqcIbF!xsEmWr-L!=XZ(FW$U5&f zoP`5auepV9#K|MtF6r)SQ3}D$E!ETMkR=ac487KHMBA%-d^O2&Ld;Q$ewW22^Bm_Pc<@H%>&!G$7?@2x=f@5Q7Xt Date: Tue, 27 Jan 2026 12:59:37 -0500 Subject: [PATCH 227/329] Follow up from #30848 discussion, added note in first time contributor bot encouraging disclosing AI use. MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Co-authored-by: Melissa Weber Mendonça --- .github/workflows/pr_welcome.yml | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/.github/workflows/pr_welcome.yml b/.github/workflows/pr_welcome.yml index 4778db07b2cd..0827fa1da02d 100644 --- a/.github/workflows/pr_welcome.yml +++ b/.github/workflows/pr_welcome.yml @@ -34,7 +34,10 @@ jobs: For details on testing, writing docs, and our review process, please see [the developer - guide](https://matplotlib.org/devdocs/devel/index.html) + guide](https://matplotlib.org/devdocs/devel/index.html). + + **Please let us know if (and how) you use AI, it will help us give you + better feedback on your PR.** We strive to be a welcoming and open project. Please follow our From 529d37ccacdf985a2ae9adb08c56a78a218d354d Mon Sep 17 00:00:00 2001 From: Archil Jain Date: Tue, 10 Feb 2026 14:07:46 +0530 Subject: [PATCH 228/329] Fix relim() to update limits for scatter PathCollection and add regression test --- lib/matplotlib/axes/_base.py | 5 +++++ lib/matplotlib/tests/test_axes.py | 23 +++++++++++++++++++++++ 2 files changed, 28 insertions(+) diff --git a/lib/matplotlib/axes/_base.py b/lib/matplotlib/axes/_base.py index f89c231815dc..64faf463a014 100644 --- a/lib/matplotlib/axes/_base.py +++ b/lib/matplotlib/axes/_base.py @@ -29,6 +29,7 @@ import matplotlib.text as mtext import matplotlib.ticker as mticker import matplotlib.transforms as mtransforms +import matplotlib.collections as mcollections _log = logging.getLogger(__name__) @@ -2605,6 +2606,10 @@ def relim(self, visible_only=False): self._update_patch_limits(artist) elif isinstance(artist, mimage.AxesImage): self._update_image_limits(artist) + elif isinstance(artist, mcollections.Collection): + offsets = artist.get_offsets() + if offsets is not None and len(offsets): + self.update_datalim(offsets) def update_datalim(self, xys, updatex=True, updatey=True): """ diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py index 46843841fe93..59050e59d3be 100644 --- a/lib/matplotlib/tests/test_axes.py +++ b/lib/matplotlib/tests/test_axes.py @@ -10159,3 +10159,26 @@ def test_animated_artists_not_drawn_by_default(): mocked_im_draw.assert_not_called() mocked_ln_draw.assert_not_called() + +def test_relim_updates_scatter_offsets(): + import numpy as np + import matplotlib.pyplot as plt + + fig, ax = plt.subplots() + + xs = np.linspace(0, 10, 100) + ys = np.sin(xs) + scatter = ax.scatter(xs, ys) + + # Shift scatter upward + new_ys = np.sin(xs) + 5 + scatter.set_offsets(np.column_stack((xs, new_ys))) + + ax.relim() + ax.autoscale_view() + + ymin, ymax = ax.get_ylim() + + # New limits should reflect shifted data + assert ymin > 3 + assert ymax > 5 From defd13eaa16f88b59192dd20aa762270022c3c0d Mon Sep 17 00:00:00 2001 From: Archil Jain Date: Tue, 10 Feb 2026 16:45:48 +0530 Subject: [PATCH 229/329] Refactor: use _update_collection_limits for scatter handling in relim --- lib/matplotlib/axes/_base.py | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/lib/matplotlib/axes/_base.py b/lib/matplotlib/axes/_base.py index 64faf463a014..9e515a7a8aa0 100644 --- a/lib/matplotlib/axes/_base.py +++ b/lib/matplotlib/axes/_base.py @@ -2416,6 +2416,12 @@ def _update_image_limits(self, image): xmin, xmax, ymin, ymax = image.get_extent() self.axes.update_datalim(((xmin, ymin), (xmax, ymax))) + def _update_collection_limits(self, collection): + offsets = collection.get_offsets() + if offsets is not None and len(offsets): + self.update_datalim(offsets) + + def add_line(self, line): """ Add a `.Line2D` to the Axes; return the line. @@ -2607,9 +2613,7 @@ def relim(self, visible_only=False): elif isinstance(artist, mimage.AxesImage): self._update_image_limits(artist) elif isinstance(artist, mcollections.Collection): - offsets = artist.get_offsets() - if offsets is not None and len(offsets): - self.update_datalim(offsets) + self._update_collection_limits(artist) def update_datalim(self, xys, updatex=True, updatey=True): """ From fbb623e7f8cf25595a4c8bc1e852f4a7d22f39ab Mon Sep 17 00:00:00 2001 From: Archil Jain Date: Wed, 11 Feb 2026 00:37:34 +0530 Subject: [PATCH 230/329] Fix ruff E302: add missing blank line before test --- lib/matplotlib/tests/test_axes.py | 1 + 1 file changed, 1 insertion(+) diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py index 59050e59d3be..6e6614090311 100644 --- a/lib/matplotlib/tests/test_axes.py +++ b/lib/matplotlib/tests/test_axes.py @@ -10160,6 +10160,7 @@ def test_animated_artists_not_drawn_by_default(): mocked_im_draw.assert_not_called() mocked_ln_draw.assert_not_called() + def test_relim_updates_scatter_offsets(): import numpy as np import matplotlib.pyplot as plt From ce0f53c8c29d90a79b782175f379c166df7d7de9 Mon Sep 17 00:00:00 2001 From: Hannah Date: Tue, 10 Feb 2026 17:19:41 -0500 Subject: [PATCH 231/329] added don't use AI note to gfi bot --- .github/workflows/good-first-issue.yml | 15 +++++++++------ 1 file changed, 9 insertions(+), 6 deletions(-) diff --git a/.github/workflows/good-first-issue.yml b/.github/workflows/good-first-issue.yml index 5bb69db0595c..db0965b039ce 100644 --- a/.github/workflows/good-first-issue.yml +++ b/.github/workflows/good-first-issue.yml @@ -18,13 +18,16 @@ jobs: body: | ### Good first issue - notes for new contributors - This issue is suited to new contributors because it does not require understanding of the - Matplotlib internals. To get started, please see our [contributing - guide](https://matplotlib.org/stable/devel/index). + This issue is suited to new contributors because it does not require + understanding of the Matplotlib internals. This is a low priority task + intended for human contributors to learn how to contribute; therefore please + do not try to automate a solution using AI. To get started, please see our + [contributing guide](https://matplotlib.org/stable/devel/index). - **We do not assign issues**. Check the *Development* section in the sidebar for linked pull - requests (PRs). If there are none, feel free to start working on it. If there is an open PR, please - collaborate on the work by reviewing it rather than duplicating it in a competing PR. + **We do not assign issues**. Check the *Development* section in the sidebar + for linked pull requests (PRs). If there are none, feel free to start + working on it. If there is an open PR, please collaborate on the work by + reviewing it rather than duplicating it in a competing PR. If something is unclear, please reach out on any of our [communication channels](https://matplotlib.org/stable/devel/contributing.html#get-connected). From f7538b85ad99331bd14f039a4efef1d6548e5033 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Thu, 12 Feb 2026 15:08:17 +0100 Subject: [PATCH 232/329] DOC: Document set_figure() is a low-level API Closes #31135. --- doc/api/axes_api.rst | 1 + lib/matplotlib/artist.py | 13 +++++++++++++ 2 files changed, 14 insertions(+) diff --git a/doc/api/axes_api.rst b/doc/api/axes_api.rst index 1868794dd921..1f5f3e403bee 100644 --- a/doc/api/axes_api.rst +++ b/doc/api/axes_api.rst @@ -450,6 +450,7 @@ Units Axes.convert_yunits Axes.have_units +.. _axes-api-adding-artists: Adding artists ============== diff --git a/lib/matplotlib/artist.py b/lib/matplotlib/artist.py index f27e1c2f7452..9546b9a8f7c5 100644 --- a/lib/matplotlib/artist.py +++ b/lib/matplotlib/artist.py @@ -767,6 +767,19 @@ def set_figure(self, fig): """ Set the `.Figure` or `.SubFigure` instance the artist belongs to. + .. warning:: + + This function should typically not be called by users. + + This is a low-level API and only modifies the internal state of the + Artist. Only modifying this is not enough and will typically lead + to an inconsistent state, because the state of the figure has to + be changed as well. + + Users should typically instead call one of the high-level APIs, i.e. + `.Figure.add_artist` or one of the Axes methods + :ref:`axes-api-adding-artists`. + Parameters ---------- fig : `~matplotlib.figure.Figure` or `~matplotlib.figure.SubFigure` From 60dd2e20fd7961d5364e41710be560a017b0d35a Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Thu, 12 Feb 2026 21:44:09 +0100 Subject: [PATCH 233/329] DOC: Explicitly prohibit bots/agents to post contents (#31026) * DOC: Explicitly prohibit bots/agents to post contents * Apply suggestion from @rcomer Co-authored-by: Ruth Comer <10599679+rcomer@users.noreply.github.com> --------- Co-authored-by: Ruth Comer <10599679+rcomer@users.noreply.github.com> --- doc/devel/contribute.rst | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/doc/devel/contribute.rst b/doc/devel/contribute.rst index bd4fe8e64c52..b4d13dbd84fe 100644 --- a/doc/devel/contribute.rst +++ b/doc/devel/contribute.rst @@ -203,6 +203,10 @@ result is not of value to the project. To preserve precious core developer capacity, we reserve the right to rigorously reject seemingly AI generated low-value contributions. +In particular, it is also strictly forbidden to post AI generated +content to issues or PRs via automated tooling such as bots or agents. We +may ban such users and/or report them to GitHub. + .. _new_contributors: New contributors From fded0d55b5fb3c07adbb8d363951c083fb3e6db2 Mon Sep 17 00:00:00 2001 From: Luka Aladashvili <115102487+llukito@users.noreply.github.com> Date: Fri, 13 Feb 2026 07:52:12 +0000 Subject: [PATCH 234/329] Fix mutable default arguments in XMLWriter --- lib/matplotlib/backends/backend_svg.py | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/lib/matplotlib/backends/backend_svg.py b/lib/matplotlib/backends/backend_svg.py index c1f824007a56..9e6a41d2b883 100644 --- a/lib/matplotlib/backends/backend_svg.py +++ b/lib/matplotlib/backends/backend_svg.py @@ -133,7 +133,7 @@ def __flush(self, indent=True): self.__write(_escape_cdata(data)) self.__data = [] - def start(self, tag, attrib={}, **extra): + def start(self, tag, attrib=None, **extra): """ Open a new element. Attributes can be given as keyword arguments, or as a string/string dictionary. The method returns @@ -152,6 +152,8 @@ def start(self, tag, attrib={}, **extra): ------- An element identifier. """ + if attrib is None: + attrib = {} self.__flush() tag = _escape_cdata(tag) self.__data = [] @@ -232,12 +234,14 @@ def close(self, id): while len(self.__tags) > id: self.end() - def element(self, tag, text=None, attrib={}, **extra): + def element(self, tag, text=None, attrib=None, **extra): """ Add an entire element. This is the same as calling :meth:`start`, :meth:`data`, and :meth:`end` in sequence. The *text* argument can be omitted. """ + if attrib is None: + attrib = {} self.start(tag, attrib, **extra) if text: self.data(text) From 0009acf921b0be045738cc3d16b6a1aa8708a68d Mon Sep 17 00:00:00 2001 From: Zhongqi LUO Date: Fri, 13 Feb 2026 23:59:53 +0800 Subject: [PATCH 235/329] Add `_is_mlx_array` and update `_unpack_to_numpy` --- lib/matplotlib/cbook.py | 17 ++++++++++++++++- 1 file changed, 16 insertions(+), 1 deletion(-) diff --git a/lib/matplotlib/cbook.py b/lib/matplotlib/cbook.py index 343cdbc24259..903c374b3468 100644 --- a/lib/matplotlib/cbook.py +++ b/lib/matplotlib/cbook.py @@ -2411,6 +2411,18 @@ def _is_jax_array(x): and isinstance(x, tp)) +def _is_mlx_array(x): + """Return whether *x* is a MLX Array.""" + try: + # We're intentionally not attempting to import mlx. If somebody + # has created a mlx array, mlx should already be in sys.modules. + tp = sys.modules.get("mlx.core").array + except AttributeError: + return False # Module not imported or a nonstandard module with no Array attr. + return (isinstance(tp, type) # Just in case it's a very nonstandard module. + and isinstance(x, tp)) + + def _is_pandas_dataframe(x): """Check if *x* is a Pandas DataFrame.""" try: @@ -2454,7 +2466,10 @@ def _unpack_to_numpy(x): # so in this case we do not want to return a function if isinstance(xtmp, np.ndarray): return xtmp - if _is_torch_array(x) or _is_jax_array(x) or _is_tensorflow_array(x): + if _is_torch_array(x) \ + or _is_jax_array(x) \ + or _is_tensorflow_array(x) \ + or _is_mlx_array(x): # using np.asarray() instead of explicitly __array__(), as the latter is # only _one_ of many methods, and it's the last resort, see also # https://numpy.org/devdocs/user/basics.interoperability.html#using-arbitrary-objects-in-numpy From 9f5d729ac50a7d573ae5544da2caff61a0c21d69 Mon Sep 17 00:00:00 2001 From: Zhongqi LUO Date: Sat, 14 Feb 2026 00:02:19 +0800 Subject: [PATCH 236/329] Add test for mlx array as pr`#25887` --- lib/matplotlib/tests/test_cbook.py | 31 ++++++++++++++++++++++++++++++ 1 file changed, 31 insertions(+) diff --git a/lib/matplotlib/tests/test_cbook.py b/lib/matplotlib/tests/test_cbook.py index 6c784ed3f552..7345e762a96d 100644 --- a/lib/matplotlib/tests/test_cbook.py +++ b/lib/matplotlib/tests/test_cbook.py @@ -1077,3 +1077,34 @@ def __array__(self): # if not mocked, and the implementation does not guarantee it # is the same Python object, just the same values. assert_array_equal(result, data) + + +def test_unpack_to_numpy_from_mlx(): + """ + Test that mlx arrays are converted to NumPy arrays. + + We don't want to create a dependency on mlx in the test suite, so we mock it. + """ + class Array: + def __init__(self, data): + self.data = data + + def __array__(self): + return self.data + + # mlx is something peculiar + # class `array` is in `mlx.core` + mlx_core = ModuleType('mlx.core') + mlx_core.array = Array + + sys.modules['mlx.core'] = mlx_core + + data = np.arange(10) + mlx_array = mlx_core.array(data) + + result = cbook._unpack_to_numpy(mlx_array) + assert isinstance(result, np.ndarray) + # compare results, do not check for identity: the latter would fail + # if not mocked, and the implementation does not guarantee it + # is the same Python object, just the same values. + assert_array_equal(result, data) From 63207bbc8c5f791d1ca5565db39a8e2400165e7b Mon Sep 17 00:00:00 2001 From: Elliott Sales de Andrade Date: Fri, 13 Feb 2026 23:21:46 +0530 Subject: [PATCH 237/329] TST: Use correct method of clearing mock objects In Python 3.13.12 and 3.14.3, fixes for thread-safety of mock `call_count` meant that manually changing it no longer works [1]. Instead use the more correct `reset_mock` method. [1] https://github.com/python/cpython/issues/142651#issuecomment-3872242970 --- lib/matplotlib/tests/test_backends_interactive.py | 2 +- lib/matplotlib/tests/test_colors.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/lib/matplotlib/tests/test_backends_interactive.py b/lib/matplotlib/tests/test_backends_interactive.py index 101c1cb81cad..188983816372 100644 --- a/lib/matplotlib/tests/test_backends_interactive.py +++ b/lib/matplotlib/tests/test_backends_interactive.py @@ -669,7 +669,7 @@ def _impl_test_interactive_timers(): assert mock.call_count > 1 # Now turn it into a single shot timer and verify only one gets triggered - mock.call_count = 0 + mock.reset_mock() timer.single_shot = True timer.start() plt.pause(pause_time) diff --git a/lib/matplotlib/tests/test_colors.py b/lib/matplotlib/tests/test_colors.py index 1c4cebf037e4..0aef16428f9f 100644 --- a/lib/matplotlib/tests/test_colors.py +++ b/lib/matplotlib/tests/test_colors.py @@ -1646,7 +1646,7 @@ def test_norm_callback(): assert increment.call_count == 2 # We only want autoscale() calls to send out one update signal - increment.call_count = 0 + increment.reset_mock() norm.autoscale([0, 1, 2]) assert increment.call_count == 1 From c58e81a90d756d489d739a8b9d615b930816ad2a Mon Sep 17 00:00:00 2001 From: hannah Date: Sun, 22 Dec 2024 18:39:29 -0500 Subject: [PATCH 238/329] breaks up annotationbbox demo, adds annotationbbox to annotation guide, and documents the OffsetImage class Co-authored-by: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Co-authored-by: Elliott Sales de Andrade --- .../demo_annotation_box.py | 176 +++++++++++------- galleries/users_explain/text/annotations.py | 44 +++++ lib/matplotlib/image.py | 4 +- lib/matplotlib/offsetbox.py | 64 ++++++- 4 files changed, 220 insertions(+), 68 deletions(-) diff --git a/galleries/examples/text_labels_and_annotations/demo_annotation_box.py b/galleries/examples/text_labels_and_annotations/demo_annotation_box.py index e6c21bd69107..43e92f0570e9 100644 --- a/galleries/examples/text_labels_and_annotations/demo_annotation_box.py +++ b/galleries/examples/text_labels_and_annotations/demo_annotation_box.py @@ -1,89 +1,99 @@ """ -=================== -AnnotationBbox demo -=================== - -`.AnnotationBbox` creates an annotation using an `.OffsetBox`, and -provides more fine-grained control than `.Axes.annotate`. This example -demonstrates the use of AnnotationBbox together with three different -OffsetBoxes: `.TextArea`, `.DrawingArea`, and `.OffsetImage`. +====================== +Artists as annotations +====================== + +`.AnnotationBbox` facilitates using arbitrary artists as annotations, i.e. data at +position *xy* is annotated by a box containing an artist at position *xybox*. The +coordinate systems for these points are set via the *xycoords* and *boxcoords* +parameters, respectively; see the *xycoords* and *textcoords* parameters of +`.Axes.annotate` for a full listing of supported coordinate systems. +The box containing the artist is a subclass of `.OffsetBox`, which is a container +artist for positioning an artist relative to a parent artist. """ +from pathlib import Path + +import PIL import matplotlib.pyplot as plt import numpy as np -from matplotlib.cbook import get_sample_data +from matplotlib import get_data_path from matplotlib.offsetbox import AnnotationBbox, DrawingArea, OffsetImage, TextArea -from matplotlib.patches import Circle +from matplotlib.patches import Annulus, Circle, ConnectionPatch -fig, ax = plt.subplots() +# %%%% +# Text +# ==== +# +# `.AnnotationBbox` supports positioning annotations relative to data, Artists, and +# callables, as described in :ref:`annotations`. The `.TextArea` is used to create a +# textbox that is not explicitly attached to an axes, which allows it to be used for +# annotating figure objects. When annotating an axes element (such as a plot) with text, +# use `.Axes.annotate` because it will create the text artist for you. -# Define a 1st position to annotate (display it with a marker) -xy = (0.5, 0.7) -ax.plot(xy[0], xy[1], ".r") +fig, axd = plt.subplot_mosaic([['t1', '.', 't2']], layout='compressed') -# Annotate the 1st position with a text box ('Test 1') +# Define a 1st position to annotate (display it with a marker) +xy1 = (.25, .75) +xy2 = (.75, .25) +axd['t1'].plot(*xy1, ".r") +axd['t2'].plot(*xy2, ".r") +axd['t1'].set(xlim=(0, 1), ylim=(0, 1), aspect='equal') +axd['t2'].set(xlim=(0, 1), ylim=(0, 1), aspect='equal') + +# Draw a connection patch arrow between the points +c = ConnectionPatch(xyA=xy1, xyB=xy2, + coordsA=axd['t1'].transData, coordsB=axd['t2'].transData, + arrowstyle='->') +fig.add_artist(c) + +# Annotate the ConnectionPatch position ('Test 1') offsetbox = TextArea("Test 1") -ab = AnnotationBbox(offsetbox, xy, - xybox=(-20, 40), - xycoords='data', - boxcoords="offset points", - arrowprops=dict(arrowstyle="->"), - bboxprops=dict(boxstyle="sawtooth")) -ax.add_artist(ab) - -# Annotate the 1st position with another text box ('Test') -offsetbox = TextArea("Test") - -ab = AnnotationBbox(offsetbox, xy, - xybox=(1.02, xy[1]), - xycoords='data', - boxcoords=("axes fraction", "data"), - box_alignment=(0., 0.5), - arrowprops=dict(arrowstyle="->")) -ax.add_artist(ab) - -# Define a 2nd position to annotate (don't display with a marker this time) -xy = [0.3, 0.55] - -# Annotate the 2nd position with a circle patch -da = DrawingArea(20, 20, 0, 0) -p = Circle((10, 10), 10) -da.add_artist(p) - -ab = AnnotationBbox(da, xy, - xybox=(1., xy[1]), - xycoords='data', - boxcoords=("axes fraction", "data"), - box_alignment=(0.2, 0.5), - arrowprops=dict(arrowstyle="->"), - bboxprops=dict(alpha=0.5)) +# place the annotation above the midpoint of c +ab1 = AnnotationBbox(offsetbox, + xy=(.5, .5), + xybox=(0, 30), + xycoords=c, + boxcoords="offset points", + arrowprops=dict(arrowstyle="->"), + bboxprops=dict(boxstyle="sawtooth")) +fig.add_artist(ab1) + +# %%%% +# Images +# ====== +# The `.OffsetImage` container facilitates using images as annotations -ax.add_artist(ab) +fig, ax = plt.subplots() +# Define a position to annotate +xy = (0.3, 0.55) +ax.scatter(*xy, s=200, marker='X') -# Annotate the 2nd position with an image (a generated array of pixels) +# Annotate a position with an image generated from an array of pixels arr = np.arange(100).reshape((10, 10)) -im = OffsetImage(arr, zoom=2) +im = OffsetImage(arr, zoom=2, cmap='viridis') im.image.axes = ax -ab = AnnotationBbox(im, xy, +# place the image NW of xy +ab = AnnotationBbox(im, xy=xy, xybox=(-50., 50.), xycoords='data', boxcoords="offset points", pad=0.3, arrowprops=dict(arrowstyle="->")) - ax.add_artist(ab) -# Annotate the 2nd position with another image (a Grace Hopper portrait) -with get_sample_data("grace_hopper.jpg") as file: - arr_img = plt.imread(file) +# Annotate the position with an image from file (a Grace Hopper portrait) +img_fp = Path(get_data_path(), "sample_data", "grace_hopper.jpg") +with PIL.Image.open(img_fp) as arr_img: + imagebox = OffsetImage(arr_img, zoom=0.2) -imagebox = OffsetImage(arr_img, zoom=0.2) imagebox.image.axes = ax -ab = AnnotationBbox(imagebox, xy, +# place the image SE of xy +ab = AnnotationBbox(imagebox, xy=xy, xybox=(120., -80.), xycoords='data', boxcoords="offset points", @@ -96,8 +106,45 @@ ax.add_artist(ab) # Fix the display limits to see everything -ax.set_xlim(0, 1) -ax.set_ylim(0, 1) +ax.set(xlim=(0, 1), ylim=(0, 1)) + +plt.show() + +# %%%% +# Arbitrary Artists +# ================= +# +# Multiple and arbitrary artists can be placed inside a `.DrawingArea`. + +# make this the thumbnail image +# sphinx_gallery_thumbnail_number = 3 +fig, ax = plt.subplots() + +# Define a position to annotate +xy = (0.05, 0.5) +ax.scatter(*xy, s=500, marker='X') + +# Annotate the position with a circle and annulus +da = DrawingArea(120, 120) +p = Circle((30, 30), 25, color='C0') +da.add_artist(p) +q = Annulus((65, 65), 50, 5, color='C1') +da.add_artist(q) + + +# Use the drawing area as an annotation +ab = AnnotationBbox(da, xy=xy, + xybox=(.55, xy[1]), + xycoords='data', + boxcoords=("axes fraction", "data"), + box_alignment=(0, 0.5), + arrowprops=dict(arrowstyle="->"), + bboxprops=dict(alpha=0.5)) + +ax.add_artist(ab) + +# Fix the display limits to see everything +ax.set(xlim=(0, 1), ylim=(0, 1)) plt.show() @@ -108,11 +155,10 @@ # The use of the following functions, methods, classes and modules is shown # in this example: # -# - `matplotlib.patches.Circle` # - `matplotlib.offsetbox.TextArea` # - `matplotlib.offsetbox.DrawingArea` # - `matplotlib.offsetbox.OffsetImage` # - `matplotlib.offsetbox.AnnotationBbox` -# - `matplotlib.cbook.get_sample_data` -# - `matplotlib.pyplot.subplots` -# - `matplotlib.pyplot.imread` +# +# .. tags:: +# component: annotation, styling: position diff --git a/galleries/users_explain/text/annotations.py b/galleries/users_explain/text/annotations.py index b0eff8d19f7d..7c25aa9eed9a 100644 --- a/galleries/users_explain/text/annotations.py +++ b/galleries/users_explain/text/annotations.py @@ -697,6 +697,50 @@ def __call__(self, x0, y0, width, height, mutation_size): # Note that, unlike in `.Legend`, the ``bbox_transform`` is set to # `.IdentityTransform` by default # +# .. _annotations-bbox: +# +# Using an Artist as an annotation +# ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +# `.AnnotationBbox` uses artists in `.OffsetBox` container artists as the annotations +# and supports positioning these annotations using the same coordinate systems as the +# other annotation methods. For more examples, see +# :doc:`/gallery/text_labels_and_annotations/demo_annotation_box` + +from matplotlib.offsetbox import AnnotationBbox, DrawingArea, OffsetImage +from matplotlib.patches import Annulus + +fig, ax = plt.subplots() + +text = ax.text(.2, .8, "Green!", color='green') + +da = DrawingArea(20, 20) +annulus = Annulus((10, 10), 10, 5, color='tab:green') +da.add_artist(annulus) + +# position annulus relative to text +ab1 = AnnotationBbox(da, xy=(.5, 0), + xybox=(.5, .25), + xycoords=text, + boxcoords=(text, "data"), + arrowprops=dict(arrowstyle="->"), + bboxprops=dict(alpha=0.5)) +ax.add_artist(ab1) + +N = 25 +arr = np.repeat(np.linspace(0, 1, N), N).reshape(N, N) +im = OffsetImage(arr, cmap='Greens') +im.image.axes = ax + +# position gradient relative to text and annulus +ab2 = AnnotationBbox(im, xy=(.5, 0), + xybox=(.75, 0), + xycoords=text, + boxcoords=('data', annulus), + arrowprops=dict(arrowstyle="->"), + bboxprops=dict(alpha=0.5)) +ax.add_artist(ab2) + +# %%%% # .. _annotating_coordinate_systems: # # Coordinate systems for annotations diff --git a/lib/matplotlib/image.py b/lib/matplotlib/image.py index c1846f92608c..483526fcd0a0 100644 --- a/lib/matplotlib/image.py +++ b/lib/matplotlib/image.py @@ -1404,9 +1404,9 @@ class BboxImage(_ImageBase): cmap : str or `~matplotlib.colors.Colormap`, default: :rc:`image.cmap` The Colormap instance or registered colormap name used to map scalar - data to colors. + data to colors. This parameter is ignored if X is RGB(A). norm : str or `~matplotlib.colors.Normalize` - Maps luminance to 0-1. + Maps luminance to 0-1. This parameter is ignored if X is RGB(A). interpolation : str, default: :rc:`image.interpolation` Supported values are 'none', 'auto', 'nearest', 'bilinear', 'bicubic', 'spline16', 'spline36', 'hanning', 'hamming', 'hermite', diff --git a/lib/matplotlib/offsetbox.py b/lib/matplotlib/offsetbox.py index a410a6cfe990..9b9c7a69f35f 100644 --- a/lib/matplotlib/offsetbox.py +++ b/lib/matplotlib/offsetbox.py @@ -1155,7 +1155,70 @@ def __init__(self, s, loc, *, pad=0.4, borderpad=0.5, prop=None, **kwargs): class OffsetImage(OffsetBox): + """ + Container artist for images. + + Image data is displayed using `.BboxImage`. This image is meant to be positioned + relative to a parent artist. + + Parameters + ---------- + arr: array-like or `PIL.Image.Image` + The data to be color-coded. The interpretation depends on the + shape: + + - (M, N) `~numpy.ndarray` or masked array: values to be colormapped + - (M, N, 3): RGB array + - (M, N, 4): RGBA array + + zoom: float, default: 1 + zoom factor: + + - no zoom: factor =1 + - zoom in: factor > 1 + - zoom out: 0< factor < 1 + + cmap : str or `~matplotlib.colors.Colormap`, default: :rc:`image.cmap` + The Colormap instance or registered colormap name used to map scalar + data to colors. This parameter is ignored if X is RGB(A). + + norm : str or `~matplotlib.colors.Normalize`, default: None + Maps luminance to 0-1. This parameter is ignored if X is RGB(A). + interpolation : str, default: :rc:`image.interpolation` + Supported values are 'none', 'auto', 'nearest', 'bilinear', + 'bicubic', 'spline16', 'spline36', 'hanning', 'hamming', 'hermite', + 'kaiser', 'quadric', 'catrom', 'gaussian', 'bessel', 'mitchell', + 'sinc', 'lanczos', 'blackman'. + + origin : {'upper', 'lower'}, default: :rc:`image.origin` + Place the [0, 0] index of the array in the upper left or lower left + corner of the Axes. The convention 'upper' is typically used for + matrices and images. + + filternorm : bool, default: True + A parameter for the antigrain image resize filter + (see the antigrain documentation). + If filternorm is set, the filter normalizes integer values and corrects + the rounding errors. It doesn't do anything with the source floating + point values, it corrects only integers according to the rule of 1.0 + which means that any sum of pixel weights must be equal to 1.0. So, + the filter function must produce a graph of the proper shape. + + filterrad : float > 0, default: 4 + The filter radius for filters that have a radius parameter, i.e. when + interpolation is one of: 'sinc', 'lanczos' or 'blackman'. + + resample : bool, default: False + When True, use a full resampling method. When False, only resample when + the output image is larger than the input image. + + dpi_cor: bool, default: True + Correct for the backend DPI setting + + **kwargs : `.BboxImage` properties + + """ def __init__(self, arr, *, zoom=1, cmap=None, @@ -1168,7 +1231,6 @@ def __init__(self, arr, *, dpi_cor=True, **kwargs ): - super().__init__() self._dpi_cor = dpi_cor From 5bf5273fb2648ee6644e83e59642fb9cd7235525 Mon Sep 17 00:00:00 2001 From: Archil Jain Date: Mon, 16 Feb 2026 19:00:25 +0530 Subject: [PATCH 239/329] Add private Artist-level autoscale participation flag --- lib/matplotlib/artist.py | 23 +++++++++++++++++++++++ lib/matplotlib/axes/_base.py | 6 +++--- 2 files changed, 26 insertions(+), 3 deletions(-) diff --git a/lib/matplotlib/artist.py b/lib/matplotlib/artist.py index 5b6fadfd364f..7c7b80935bb4 100644 --- a/lib/matplotlib/artist.py +++ b/lib/matplotlib/artist.py @@ -225,6 +225,7 @@ def __init__(self): self._path_effects = mpl.rcParams['path.effects'] self._sticky_edges = _XYPair([], []) self._in_layout = True + self._in_autoscale = True def __getstate__(self): d = self.__dict__.copy() @@ -902,7 +903,17 @@ def get_in_layout(self): ``fig.savefig(fname, bbox_inches='tight')``. """ return self._in_layout + + def get_in_autoscale(self): + """ + Return boolean flag, ``True`` if artist is included in autoscaling + calculations. + E.g. :ref:`autoscaling_guide` and + `.Axes.relim()`. + """ + return self._in_autoscale + def _fully_clipped_to_axes(self): """ Return a boolean flag, ``True`` if the artist is clipped to the Axes @@ -1132,6 +1143,18 @@ def set_in_layout(self, in_layout): """ self._in_layout = in_layout + def set_in_autoscale(self, in_autoscale): + """ + Set if artist is to be included in autoscaling calculations, + E.g. :ref:`autoscaling_guide` and + `.Axes.relim()`. + + Parameters + ---------- + in_autoscale : bool + """ + self._in_autoscale = in_autoscale + def get_label(self): """Return the label used for this artist in the legend.""" return self._label diff --git a/lib/matplotlib/axes/_base.py b/lib/matplotlib/axes/_base.py index 9e515a7a8aa0..558df2d01bbd 100644 --- a/lib/matplotlib/axes/_base.py +++ b/lib/matplotlib/axes/_base.py @@ -2606,15 +2606,15 @@ def relim(self, visible_only=False): for artist in self._children: if not visible_only or artist.get_visible(): + if not artist.get_in_autoscale(): + continue if isinstance(artist, mlines.Line2D): self._update_line_limits(artist) elif isinstance(artist, mpatches.Patch): self._update_patch_limits(artist) elif isinstance(artist, mimage.AxesImage): self._update_image_limits(artist) - elif isinstance(artist, mcollections.Collection): - self._update_collection_limits(artist) - + def update_datalim(self, xys, updatex=True, updatey=True): """ Extend the `~.Axes.dataLim` Bbox to include the given points. From 3807a6590d398bcf9a8f1474ac64f78e652d31f2 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 16 Feb 2026 19:40:28 +0000 Subject: [PATCH 240/329] Bump the actions group across 1 directory with 4 updates Bumps the actions group with 4 updates in the / directory: [github/codeql-action](https://github.com/github/codeql-action), [cygwin/cygwin-install-action](https://github.com/cygwin/cygwin-install-action), [j178/prek-action](https://github.com/j178/prek-action) and [plbstl/first-contribution](https://github.com/plbstl/first-contribution). Updates `github/codeql-action` from 4.32.1 to 4.32.3 - [Release notes](https://github.com/github/codeql-action/releases) - [Changelog](https://github.com/github/codeql-action/blob/main/CHANGELOG.md) - [Commits](https://github.com/github/codeql-action/compare/6bc82e05fd0ea64601dd4b465378bbcf57de0314...9e907b5e64f6b83e7804b09294d44122997950d6) Updates `cygwin/cygwin-install-action` from 6.0 to 6.1 - [Release notes](https://github.com/cygwin/cygwin-install-action/releases) - [Commits](https://github.com/cygwin/cygwin-install-action/compare/f2009323764960f80959895c7bc3bb30210afe4d...711d29f3da23c9f4a1798e369a6f01198c13b11a) Updates `j178/prek-action` from 1.1.0 to 1.1.1 - [Release notes](https://github.com/j178/prek-action/releases) - [Commits](https://github.com/j178/prek-action/compare/564dda4cfa5e96aafdc4a5696c4bf7b46baae5ac...0bb87d7f00b0c99306c8bcb8b8beba1eb581c037) Updates `plbstl/first-contribution` from 4.1.0 to 4.2.0 - [Release notes](https://github.com/plbstl/first-contribution/releases) - [Commits](https://github.com/plbstl/first-contribution/compare/4b2b042fffa26792504a18e49aa9543a87bec077...4fb1541ce2706255850d56c5684552607be1ae9b) --- updated-dependencies: - dependency-name: github/codeql-action dependency-version: 4.32.3 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: actions - dependency-name: cygwin/cygwin-install-action dependency-version: '6.1' dependency-type: direct:production update-type: version-update:semver-minor dependency-group: actions - dependency-name: j178/prek-action dependency-version: 1.1.1 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: actions - dependency-name: plbstl/first-contribution dependency-version: 4.2.0 dependency-type: direct:production update-type: version-update:semver-minor dependency-group: actions ... Signed-off-by: dependabot[bot] --- .github/workflows/codeql-analysis.yml | 4 ++-- .github/workflows/cygwin.yml | 2 +- .github/workflows/linting.yml | 2 +- .github/workflows/pr_welcome.yml | 2 +- 4 files changed, 5 insertions(+), 5 deletions(-) diff --git a/.github/workflows/codeql-analysis.yml b/.github/workflows/codeql-analysis.yml index a7fa5f4d133c..18a659e43459 100644 --- a/.github/workflows/codeql-analysis.yml +++ b/.github/workflows/codeql-analysis.yml @@ -32,7 +32,7 @@ jobs: persist-credentials: false - name: Initialize CodeQL - uses: github/codeql-action/init@6bc82e05fd0ea64601dd4b465378bbcf57de0314 # v4.32.1 + uses: github/codeql-action/init@9e907b5e64f6b83e7804b09294d44122997950d6 # v4.32.3 with: languages: ${{ matrix.language }} @@ -43,4 +43,4 @@ jobs: pip install --user -v . - name: Perform CodeQL Analysis - uses: github/codeql-action/analyze@6bc82e05fd0ea64601dd4b465378bbcf57de0314 # v4.32.1 + uses: github/codeql-action/analyze@9e907b5e64f6b83e7804b09294d44122997950d6 # v4.32.3 diff --git a/.github/workflows/cygwin.yml b/.github/workflows/cygwin.yml index f35bd89c0d64..ada03702831c 100644 --- a/.github/workflows/cygwin.yml +++ b/.github/workflows/cygwin.yml @@ -84,7 +84,7 @@ jobs: fetch-depth: 0 persist-credentials: false - - uses: cygwin/cygwin-install-action@f2009323764960f80959895c7bc3bb30210afe4d # v6 + - uses: cygwin/cygwin-install-action@711d29f3da23c9f4a1798e369a6f01198c13b11a # v6 with: packages: >- ccache gcc-g++ gdb git graphviz libcairo-devel libffi-devel diff --git a/.github/workflows/linting.yml b/.github/workflows/linting.yml index 0d4569d0444b..90401fcda184 100644 --- a/.github/workflows/linting.yml +++ b/.github/workflows/linting.yml @@ -17,7 +17,7 @@ jobs: - uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0 with: python-version: "3.x" - - uses: j178/prek-action@564dda4cfa5e96aafdc4a5696c4bf7b46baae5ac # v1.1.0 + - uses: j178/prek-action@0bb87d7f00b0c99306c8bcb8b8beba1eb581c037 # v1.1.1 with: extra_args: --hook-stage manual --all-files diff --git a/.github/workflows/pr_welcome.yml b/.github/workflows/pr_welcome.yml index 0827fa1da02d..ed67d2204562 100644 --- a/.github/workflows/pr_welcome.yml +++ b/.github/workflows/pr_welcome.yml @@ -14,7 +14,7 @@ jobs: issues: write pull-requests: write steps: - - uses: plbstl/first-contribution@4b2b042fffa26792504a18e49aa9543a87bec077 # v4.1.0 + - uses: plbstl/first-contribution@4fb1541ce2706255850d56c5684552607be1ae9b # v4.2.0 with: labels: first-contribution pr-opened-msg: >+ From 72fdeb67a57e8e0112a38c1def9fdf58362ebd9a Mon Sep 17 00:00:00 2001 From: Antony Lee Date: Mon, 16 Feb 2026 21:48:23 +0100 Subject: [PATCH 241/329] Copy-edit the transform tutorial. --- .../artists/transforms_tutorial.py | 25 +++++++++---------- 1 file changed, 12 insertions(+), 13 deletions(-) diff --git a/galleries/users_explain/artists/transforms_tutorial.py b/galleries/users_explain/artists/transforms_tutorial.py index 1a25f1f87c88..30880f5c907a 100644 --- a/galleries/users_explain/artists/transforms_tutorial.py +++ b/galleries/users_explain/artists/transforms_tutorial.py @@ -563,19 +563,18 @@ # you call ``ax.set_xscale('log')``, the xaxis updates its scale to a # :class:`matplotlib.scale.LogScale` instance. # -# For non-separable axes the PolarAxes, there is one more piece to -# consider, the projection transformation. The ``transData`` -# :class:`matplotlib.projections.polar.PolarAxes` is similar to that for -# the typical separable matplotlib Axes, with one additional piece -# ``transProjection``:: -# -# self.transData = ( -# self.transScale + self.transShift + self.transProjection + -# (self.transProjectionAffine + self.transWedge + self.transAxes)) -# -# ``transProjection`` handles the projection from the space, -# e.g., latitude and longitude for map data, or radius and theta for polar -# data, to a separable Cartesian coordinate system. There are several +# For non-separable axes, there are some more pieces to consider, in +# particular the projection transformation. For example, the ``transData`` +# of `matplotlib.projections.polar.PolarAxes` is more complex than that of a +# typical separable Axes:: +# +# self.transData = ( +# self.transScale + self.transShift + self.transProjection + +# (self.transProjectionAffine + self.transWedge + self.transAxes)) +# +# ``transProjection`` handles the projection from data coordinates +# (e.g., latitude and longitude for map data, or radius and theta for polar +# data), to a separable Cartesian coordinate system. There are several # projection examples in the :mod:`matplotlib.projections` package, and the # best way to learn more is to open the source for those packages and # see how to make your own, since Matplotlib supports extensible axes From 30c8b8c9c1efe7b12f8d78d672759afeef6cb365 Mon Sep 17 00:00:00 2001 From: Andrea Alberti Date: Tue, 17 Feb 2026 17:05:19 +0100 Subject: [PATCH 242/329] Fix docstring `lib/matplotlib/pyplot.py` and related `lib/matplotlib/__init__.py` (#31168) * DOC: Remove inaccurate claim that switch_backend closes all figures The switch_backend docstring claimed that all open figures would be closed via plt.close('all') when switching to a different backend, but the implementation never actually does this. * DOC: Remove same inaccurate close-all claim from matplotlib.use docstring The matplotlib.use docstring also claimed figures would be closed when switching backends, which is equally incorrect. --- lib/matplotlib/__init__.py | 3 +-- lib/matplotlib/pyplot.py | 3 --- 2 files changed, 1 insertion(+), 5 deletions(-) diff --git a/lib/matplotlib/__init__.py b/lib/matplotlib/__init__.py index e15bf43fac9b..6b7296e85dca 100644 --- a/lib/matplotlib/__init__.py +++ b/lib/matplotlib/__init__.py @@ -1192,8 +1192,7 @@ def use(backend, *, force=True): Select the backend used for rendering and GUI integration. If pyplot is already imported, `~matplotlib.pyplot.switch_backend` is used - and if the new backend is different than the current backend, all Figures - will be closed. + to switch the backend. Parameters ---------- diff --git a/lib/matplotlib/pyplot.py b/lib/matplotlib/pyplot.py index 98ff6d2bd94b..9cec08a15c16 100644 --- a/lib/matplotlib/pyplot.py +++ b/lib/matplotlib/pyplot.py @@ -398,9 +398,6 @@ def switch_backend(newbackend: str) -> None: another interactive backend has started. Switching to and from non-interactive backends is always possible. - If the new backend is different than the current backend then all open - Figures will be closed via ``plt.close('all')``. - Parameters ---------- newbackend : str From e0b151a3f554940714b10d2a1b08e47a77aceb91 Mon Sep 17 00:00:00 2001 From: Antony Lee Date: Tue, 17 Feb 2026 17:39:03 +0100 Subject: [PATCH 243/329] Cleanup QuiverKey init and deprecate some attributes. Ensure that QuiverKey.vector exists as soon as the constructor exits, rather than waiting for the first draw. Deprecate the `fontproperties`, `labelcolor`, and `verts` attribute (overwriting them would not actually update the underlying artist (except before the first draw) anyways). Also deprecate `kw` (which *could* be updated with effect, but it seems simpler to directly update the underlying artist here too, if really needed; moreover the old version, which mutated `self.Q.polykw` *in-place*, likely led to weird side-effects e.g. if a key is first added to `kw`, a draw is triggered, mutating `self.Q.polykw`, then the key is removed). --- .../deprecations/31170-AL.rst | 6 ++ lib/matplotlib/quiver.py | 68 +++++++++++-------- lib/matplotlib/quiver.pyi | 11 ++- lib/matplotlib/tests/test_quiver.py | 6 +- 4 files changed, 56 insertions(+), 35 deletions(-) create mode 100644 doc/api/next_api_changes/deprecations/31170-AL.rst diff --git a/doc/api/next_api_changes/deprecations/31170-AL.rst b/doc/api/next_api_changes/deprecations/31170-AL.rst new file mode 100644 index 000000000000..ecf1f31f1cff --- /dev/null +++ b/doc/api/next_api_changes/deprecations/31170-AL.rst @@ -0,0 +1,6 @@ +``kw``, ``fontproperties``, ``labelcolor``, and ``verts`` attributes of ``QuiverKey`` +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +These attributes are deprecated (note that ``fontproperties``, ``labelcolor``, +or ``verts`` after the first draw had no effect previously). Directly +access the relevant attributes on the sub-artists ``QuiverKey.vector`` and +``QuiverKey.text``, instead. diff --git a/lib/matplotlib/quiver.py b/lib/matplotlib/quiver.py index 6d6c53fd61a5..2afc32581901 100644 --- a/lib/matplotlib/quiver.py +++ b/lib/matplotlib/quiver.py @@ -345,47 +345,57 @@ def __init__(self, Q, X, Y, U, label, self._labelsep_inches = labelsep self.labelpos = labelpos - self.labelcolor = labelcolor - self.fontproperties = fontproperties or dict() - self.kw = kwargs + self._kw = kwargs # Remove when kw deprecation elapses. + self.vector = mcollections.PolyCollection( + [], **{**self.Q.polykw, **kwargs}) self.text = mtext.Text( text=label, horizontalalignment=self.halign[self.labelpos], verticalalignment=self.valign[self.labelpos], - fontproperties=self.fontproperties) - if self.labelcolor is not None: - self.text.set_color(self.labelcolor) + fontproperties=fontproperties or {}) + if labelcolor is not None: + self.text.set_color(labelcolor) self._dpi_at_last_init = None self.zorder = zorder if zorder is not None else Q.zorder + 0.1 + kw = _api.deprecated("3.11")( # Also remove self._kw when deprecation elapses. + property(lambda self: self._kw)) + fontproperties = _api.deprecated( + "3.11", alternative="quiverkey.text.get_fontproperties()")( + property(lambda self: self.text.get_fontproperties())) + labelcolor = _api.deprecated( + "3.11", alternative="quiverkey.text.get_color()")( + property(lambda self: self.text.get_color())) + verts = _api.deprecated( + "3.11", alternative="[p.vertices for p in quiverkey.vector.get_paths()]")( + property(lambda self: [p.vertices for p in self.vector.get_paths()])) + @property def labelsep(self): return self._labelsep_inches * self.Q.axes.get_figure(root=True).dpi def _init(self): - if True: # self._dpi_at_last_init != self.axes.get_figure().dpi - if self.Q._dpi_at_last_init != self.Q.axes.get_figure(root=True).dpi: - self.Q._init() - self._set_transform() - with cbook._setattr_cm(self.Q, pivot=self.pivot[self.labelpos], - # Hack: save and restore the Umask - Umask=ma.nomask): - u = self.U * np.cos(np.radians(self.angle)) - v = self.U * np.sin(np.radians(self.angle)) - self.verts = self.Q._make_verts([[0., 0.]], - np.array([u]), np.array([v]), 'uv') - kwargs = self.Q.polykw - kwargs.update(self.kw) - self.vector = mcollections.PolyCollection( - self.verts, - offsets=[(self.X, self.Y)], - offset_transform=self.get_transform(), - **kwargs) - if self.color is not None: - self.vector.set_color(self.color) - self.vector.set_transform(self.Q.get_transform()) - self.vector.set_figure(self.get_figure()) - self._dpi_at_last_init = self.Q.axes.get_figure(root=True).dpi + if False: # self._dpi_at_last_init == self.axes.get_figure().dpi + return + if self.Q._dpi_at_last_init != self.Q.axes.get_figure(root=True).dpi: + self.Q._init() + self._set_transform() + with cbook._setattr_cm(self.Q, pivot=self.pivot[self.labelpos], + # Hack: save and restore the Umask + Umask=ma.nomask): + u = self.U * np.cos(np.radians([self.angle])) + v = self.U * np.sin(np.radians([self.angle])) + verts = self.Q._make_verts([[0., 0.]], u, v, 'uv') + self.vector.set( + verts=verts, + offsets=[(self.X, self.Y)], + offset_transform=self.get_transform(), + transform=self.Q.get_transform(), + figure=self.get_figure(), + ) + if self.color is not None: + self.vector.set_color(self.color) + self._dpi_at_last_init = self.Q.axes.get_figure(root=True).dpi def _text_shift(self): return { diff --git a/lib/matplotlib/quiver.pyi b/lib/matplotlib/quiver.pyi index 8a14083c4348..02d622f6bb5c 100644 --- a/lib/matplotlib/quiver.pyi +++ b/lib/matplotlib/quiver.pyi @@ -25,9 +25,6 @@ class QuiverKey(martist.Artist): color: ColorType | None label: str labelpos: Literal["N", "S", "E", "W"] - labelcolor: ColorType | None - fontproperties: dict[str, Any] - kw: dict[str, Any] text: Text zorder: float def __init__( @@ -49,6 +46,14 @@ class QuiverKey(martist.Artist): **kwargs ) -> None: ... @property + def kw(self) -> dict[str, Any]: ... + @property + def fontproperties(self) -> dict[str, Any]: ... + @property + def labelcolor(self) -> ColorType | None: ... + @property + def verts(self) -> Sequence[ArrayLike]: ... + @property def labelsep(self) -> float: ... def set_figure(self, fig: Figure | SubFigure) -> None: ... diff --git a/lib/matplotlib/tests/test_quiver.py b/lib/matplotlib/tests/test_quiver.py index 1205487cfe94..ef4d7a0598eb 100644 --- a/lib/matplotlib/tests/test_quiver.py +++ b/lib/matplotlib/tests/test_quiver.py @@ -266,7 +266,7 @@ def test_quiverkey_angles(): qk = ax.quiverkey(q, 1, 1, 2, 'Label') # The arrows are only created when the key is drawn fig.canvas.draw() - assert len(qk.verts) == 1 + assert len(qk.vector.get_paths()) == 1 def test_quiverkey_angles_xy_aitoff(): @@ -295,7 +295,7 @@ def test_quiverkey_angles_xy_aitoff(): qk = ax.quiverkey(q, 0, 0, 1, '1 units') fig.canvas.draw() - assert len(qk.verts) == 1 + assert len(qk.vector.get_paths()) == 1 def test_quiverkey_angles_scale_units_cartesian(): @@ -322,7 +322,7 @@ def test_quiverkey_angles_scale_units_cartesian(): qk = ax.quiverkey(q, 0, 0, 1, '1 units') fig.canvas.draw() - assert len(qk.verts) == 1 + assert len(qk.vector.get_paths()) == 1 def test_quiver_setuvc_numbers(): From 2823c43668b132070a9afeb8a15bb4ef9ad8ad49 Mon Sep 17 00:00:00 2001 From: Elliott Sales de Andrade Date: Thu, 12 Feb 2026 18:03:43 +0530 Subject: [PATCH 244/329] TST: Simplify image testing decorator calls If a single extension is being tested, then as a shortcut, it can be specified in the basename directly. Also, the default for `check_figures_equal` is to test only `.png` now, so no need to specify that. --- doc/devel/testing.rst | 13 +++++++-- lib/matplotlib/tests/test_axes.py | 20 ++++++------- lib/matplotlib/tests/test_bbox_tight.py | 9 +++--- lib/matplotlib/tests/test_collections.py | 5 ++-- lib/matplotlib/tests/test_colorbar.py | 11 ++++---- lib/matplotlib/tests/test_colors.py | 3 +- lib/matplotlib/tests/test_contour.py | 28 ++++++++----------- lib/matplotlib/tests/test_patches.py | 6 ++-- lib/matplotlib/tests/test_text.py | 14 ++++------ .../axes_grid1/tests/test_axes_grid1.py | 2 +- lib/mpl_toolkits/mplot3d/tests/test_axes3d.py | 4 +-- 11 files changed, 53 insertions(+), 62 deletions(-) diff --git a/doc/devel/testing.rst b/doc/devel/testing.rst index eae53c8602d4..0f78fa4d99b3 100644 --- a/doc/devel/testing.rst +++ b/doc/devel/testing.rst @@ -147,8 +147,8 @@ tests it:: from matplotlib.testing.decorators import image_comparison import matplotlib.pyplot as plt - @image_comparison(baseline_images=['line_dashes'], remove_text=True, - extensions=['png'], style='mpl20') + @image_comparison(baseline_images=['line_dashes.png'], remove_text=True, + style='mpl20') def test_line_dashes(): fig, ax = plt.subplots() ax.plot(range(10), linestyle=(0, (3, 3)), lw=5) @@ -161,6 +161,15 @@ case :file:`lib/matplotlib/tests/baseline_images/test_lines`). Put this new file under source code revision control (with ``git add``). When rerunning the tests, they should now pass. +If you wish to compare multiple file formats, then omit the extension from the +baseline image name and optionally pass the *extensions* argument:: + + @image_comparison(baseline_images=['line_dashes'], remove_text=True, + extensions=['png', 'svg'], style='mpl20') + def test_line_dashes(): + fig, ax = plt.subplots() + ax.plot(range(10), linestyle=(0, (3, 3)), lw=5) + It is preferred that new tests use ``style='mpl20'`` as this leads to smaller figures and reflects the newer look of default Matplotlib plots. Also, if the texts (labels, tick labels, etc) are not really part of what is tested, use the diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py index 46843841fe93..a58b6f88e5ea 100644 --- a/lib/matplotlib/tests/test_axes.py +++ b/lib/matplotlib/tests/test_axes.py @@ -919,8 +919,7 @@ def test_structured_data(): axs[1].plot("ones", "twos", "r", data=pts) -@image_comparison(['aitoff_proj'], extensions=["png"], - remove_text=True, style='mpl20') +@image_comparison(['aitoff_proj.png'], remove_text=True, style='mpl20') def test_aitoff_proj(): """ Test aitoff projection ref.: @@ -1410,7 +1409,7 @@ def test_pcolormesh(): ax3.pcolormesh(Qx, Qz, Zm, shading="gouraud") -@image_comparison(['pcolormesh_small'], extensions=["eps"]) +@image_comparison(['pcolormesh_small.eps']) def test_pcolormesh_small(): n = 3 x = np.linspace(-1.5, 1.5, n) @@ -2915,7 +2914,7 @@ def test_scatter_marker(self): edgecolors=['k', 'r', 'g', 'b'], marker=verts) - @image_comparison(['scatter_2D'], remove_text=True, extensions=['png']) + @image_comparison(['scatter_2D.png'], remove_text=True) def test_scatter_2D(self): x = np.arange(3) y = np.arange(2) @@ -5683,8 +5682,7 @@ def test_axline_args(): plt.draw() -@image_comparison(['vlines_basic', 'vlines_with_nan', 'vlines_masked'], - extensions=['png']) +@image_comparison(['vlines_basic.png', 'vlines_with_nan.png', 'vlines_masked.png']) def test_vlines(): # normal x1 = [2, 3, 4, 5, 7] @@ -5730,8 +5728,7 @@ def test_vlines_default(): assert mpl.colors.same_color(lines.get_color(), 'red') -@image_comparison(['hlines_basic', 'hlines_with_nan', 'hlines_masked'], - extensions=['png']) +@image_comparison(['hlines_basic.png', 'hlines_with_nan.png', 'hlines_masked.png']) def test_hlines(): # normal y1 = [2, 3, 4, 5, 7] @@ -5795,8 +5792,7 @@ def test_lines_with_colors(fig_test, fig_ref, data): colors=expect_color, linewidth=5) -@image_comparison(['vlines_hlines_blended_transform'], - extensions=['png'], style='mpl20') +@image_comparison(['vlines_hlines_blended_transform.png'], style='mpl20') def test_vlines_hlines_blended_transform(): t = np.arange(5.0, 10.0, 0.1) s = np.exp(-t) + np.sin(2 * np.pi * t) + 10 @@ -6492,8 +6488,8 @@ def test_pie_default(): autopct='%1.1f%%', shadow=True, startangle=90) -@image_comparison(['pie_linewidth_0', 'pie_linewidth_0', 'pie_linewidth_0'], - extensions=['png'], style='mpl20', tol=0.01) +@image_comparison(['pie_linewidth_0.png', 'pie_linewidth_0.png', 'pie_linewidth_0.png'], + style='mpl20', tol=0.01) def test_pie_linewidth_0(): # The slices will be ordered and plotted counter-clockwise. labels = 'Frogs', 'Hogs', 'Dogs', 'Logs' diff --git a/lib/matplotlib/tests/test_bbox_tight.py b/lib/matplotlib/tests/test_bbox_tight.py index 9d430b78d5de..0bda0b6fbec3 100644 --- a/lib/matplotlib/tests/test_bbox_tight.py +++ b/lib/matplotlib/tests/test_bbox_tight.py @@ -167,8 +167,8 @@ def test_noop_tight_bbox(): assert im.shape == (7, 10, 4) -@image_comparison(['bbox_inches_fixed_aspect'], extensions=['png'], - remove_text=True, savefig_kwarg={'bbox_inches': 'tight'}) +@image_comparison(['bbox_inches_fixed_aspect.png'], remove_text=True, + savefig_kwarg={'bbox_inches': 'tight'}) def test_bbox_inches_fixed_aspect(): with plt.rc_context({'figure.constrained_layout.use': True}): fig, ax = plt.subplots() @@ -177,9 +177,8 @@ def test_bbox_inches_fixed_aspect(): ax.set_aspect('equal') -@image_comparison(['bbox_inches_inset_rasterized'], extensions=['pdf'], - remove_text=True, savefig_kwarg={'bbox_inches': 'tight'}, - style='mpl20') +@image_comparison(['bbox_inches_inset_rasterized.pdf'], remove_text=True, + savefig_kwarg={'bbox_inches': 'tight'}, style='mpl20') def test_bbox_inches_inset_rasterized(): fig, ax = plt.subplots() diff --git a/lib/matplotlib/tests/test_collections.py b/lib/matplotlib/tests/test_collections.py index c062e8c12b9c..c0ac4ac28c8b 100644 --- a/lib/matplotlib/tests/test_collections.py +++ b/lib/matplotlib/tests/test_collections.py @@ -491,7 +491,7 @@ def test_polycollection_close(): ax.set_ylim3d(0, 4) -@check_figures_equal(extensions=["png"]) +@check_figures_equal() def test_scalarmap_change_cmap(fig_test, fig_ref): # Ensure that changing the colormap of a 3D scatter after draw updates the colors. @@ -1314,8 +1314,7 @@ def test_set_offset_units(): np.testing.assert_allclose(off0, sc.get_offsets()) -@image_comparison(baseline_images=["test_check_masked_offsets"], - extensions=["png"], remove_text=True, style="mpl20") +@image_comparison(["test_check_masked_offsets.png"], remove_text=True, style="mpl20") def test_check_masked_offsets(): # Check if masked data is respected by scatter # Ref: Issue #24545 diff --git a/lib/matplotlib/tests/test_colorbar.py b/lib/matplotlib/tests/test_colorbar.py index 72e38d32e82f..f28ecb2d9bce 100644 --- a/lib/matplotlib/tests/test_colorbar.py +++ b/lib/matplotlib/tests/test_colorbar.py @@ -154,13 +154,12 @@ def test_colorbar_extension_inverted_axis(orientation, extend, expected): # TODO: tighten tolerance after baseline image is regenerated for text overhaul @pytest.mark.parametrize('use_gridspec', [True, False]) -@image_comparison(['cbar_with_orientation', - 'cbar_locationing', - 'double_cbar', - 'cbar_sharing', +@image_comparison(['cbar_with_orientation.png', + 'cbar_locationing.png', + 'double_cbar.png', + 'cbar_sharing.png', ], - extensions=['png'], remove_text=True, - savefig_kwarg={'dpi': 40}, tol=0.05) + remove_text=True, savefig_kwarg={'dpi': 40}, tol=0.05) def test_colorbar_positioning(use_gridspec): # Remove this line when this test image is regenerated. plt.rcParams['pcolormesh.snap'] = False diff --git a/lib/matplotlib/tests/test_colors.py b/lib/matplotlib/tests/test_colors.py index 0aef16428f9f..24a2f31f7594 100644 --- a/lib/matplotlib/tests/test_colors.py +++ b/lib/matplotlib/tests/test_colors.py @@ -847,8 +847,7 @@ def test_cmap_and_norm_from_levels_and_colors(): ax.tick_params(labelleft=False, labelbottom=False) -@image_comparison(baseline_images=['boundarynorm_and_colorbar'], - extensions=['png'], tol=1.0) +@image_comparison(['boundarynorm_and_colorbar.png'], tol=1.0) def test_boundarynorm_and_colorbarbase(): # Remove this line when this test image is regenerated. plt.rcParams['pcolormesh.snap'] = False diff --git a/lib/matplotlib/tests/test_contour.py b/lib/matplotlib/tests/test_contour.py index f397aee2c9c4..e242c219df10 100644 --- a/lib/matplotlib/tests/test_contour.py +++ b/lib/matplotlib/tests/test_contour.py @@ -128,8 +128,8 @@ def test_contour_manual_moveto(): # TODO: tighten tolerance after baseline image is regenerated for text overhaul -@image_comparison(['contour_disconnected_segments'], - remove_text=True, style='mpl20', extensions=['png'], tol=0.01) +@image_comparison(['contour_disconnected_segments.png'], + remove_text=True, style='mpl20', tol=0.01) def test_contour_label_with_disconnected_segments(): x, y = np.mgrid[-1:1:21j, -1:1:21j] z = 1 / np.sqrt(0.01 + (x + 0.3) ** 2 + y ** 2) @@ -172,8 +172,7 @@ def test_given_colors_levels_and_extends(): plt.colorbar(c, ax=ax) -@image_comparison(['contourf_hatch_colors'], - remove_text=True, style='mpl20', extensions=['png']) +@image_comparison(['contourf_hatch_colors.png'], remove_text=True, style='mpl20') def test_hatch_colors(): fig, ax = plt.subplots() cf = ax.contourf([[0, 1], [1, 2]], hatches=['-', '/', '\\', '//'], cmap='gray') @@ -455,8 +454,7 @@ def test_contour_addlines(): assert_array_almost_equal(cb.ax.get_ylim(), [114.3091, 9972.30735], 3) -@image_comparison(baseline_images=['contour_uneven'], - extensions=['png'], remove_text=True, style='mpl20') +@image_comparison(['contour_uneven.png'], remove_text=True, style='mpl20') def test_contour_uneven(): # Remove this line when this test image is regenerated. plt.rcParams['pcolormesh.snap'] = False @@ -494,8 +492,7 @@ def test_label_nonagg(): plt.clabel(plt.contour([[1, 2], [3, 4]])) -@image_comparison(baseline_images=['contour_closed_line_loop'], - extensions=['png'], remove_text=True) +@image_comparison(['contour_closed_line_loop.png'], remove_text=True) def test_contour_closed_line_loop(): # github issue 19568. z = [[0, 0, 0], [0, 2, 0], [0, 0, 0], [2, 1, 2]] @@ -519,8 +516,7 @@ def test_quadcontourset_reuse(): assert qcs3._contour_generator == qcs1._contour_generator -@image_comparison(baseline_images=['contour_manual'], - extensions=['png'], remove_text=True, tol=0.89) +@image_comparison(['contour_manual.png'], remove_text=True, tol=0.89) def test_contour_manual(): # Manually specifying contour lines/polygons to plot. from matplotlib.contour import ContourSet @@ -545,8 +541,7 @@ def test_contour_manual(): ContourSet(ax, [2], [segs], [kinds], colors='k', linewidths=3) -@image_comparison(baseline_images=['contour_line_start_on_corner_edge'], - extensions=['png'], remove_text=True) +@image_comparison(['contour_line_start_on_corner_edge.png'], remove_text=True) def test_contour_line_start_on_corner_edge(): fig, ax = plt.subplots(figsize=(6, 5)) @@ -680,8 +675,7 @@ def test_algorithm_supports_corner_mask(algorithm): plt.contourf(z, algorithm=algorithm, corner_mask=True) -@image_comparison(baseline_images=['contour_all_algorithms'], - extensions=['png'], remove_text=True, tol=0.06) +@image_comparison(['contour_all_algorithms.png'], remove_text=True, tol=0.06) def test_all_algorithms(): algorithms = ['mpl2005', 'mpl2014', 'serial', 'threaded'] @@ -858,8 +852,8 @@ def test_allsegs_allkinds(): assert len(result[1]) == 4 -@image_comparison(baseline_images=['contour_rasterization'], - extensions=['pdf'], style='mpl20', savefig_kwarg={'dpi': 25}) +@image_comparison(['contour_rasterization.pdf'], savefig_kwarg={'dpi': 25}, + style='mpl20') def test_contourf_rasterize(): fig, ax = plt.subplots() data = [[0, 1], [1, 0]] @@ -868,7 +862,7 @@ def test_contourf_rasterize(): assert cs._rasterized -@check_figures_equal(extensions=["png"]) +@check_figures_equal() def test_contour_aliases(fig_test, fig_ref): data = np.arange(100).reshape((10, 10)) ** 2 fig_test.add_subplot().contour(data, linestyle=":") diff --git a/lib/matplotlib/tests/test_patches.py b/lib/matplotlib/tests/test_patches.py index ed608eebb6a7..b70701095bca 100644 --- a/lib/matplotlib/tests/test_patches.py +++ b/lib/matplotlib/tests/test_patches.py @@ -813,7 +813,7 @@ def test_boxstyle_errors(fmt, match): BoxStyle(fmt) -@image_comparison(baseline_images=['annulus'], extensions=['png']) +@image_comparison(['annulus.png']) def test_annulus(): fig, ax = plt.subplots() @@ -825,7 +825,7 @@ def test_annulus(): ax.set_aspect('equal') -@image_comparison(baseline_images=['annulus'], extensions=['png']) +@image_comparison(['annulus.png']) def test_annulus_setters(): fig, ax = plt.subplots() @@ -846,7 +846,7 @@ def test_annulus_setters(): ell.angle = 45 -@image_comparison(baseline_images=['annulus'], extensions=['png']) +@image_comparison(['annulus.png']) def test_annulus_setters2(): fig, ax = plt.subplots() diff --git a/lib/matplotlib/tests/test_text.py b/lib/matplotlib/tests/test_text.py index 551adbedbc61..0efb73a3a833 100644 --- a/lib/matplotlib/tests/test_text.py +++ b/lib/matplotlib/tests/test_text.py @@ -1136,8 +1136,7 @@ def test_empty_annotation_get_window_extent(): # TODO: tighten tolerance after baseline image is regenerated for text overhaul -@image_comparison(baseline_images=['basictext_wrap'], - extensions=['png'], tol=0.3) +@image_comparison(['basictext_wrap.png'], tol=0.3) def test_basic_wrap(): fig = plt.figure() plt.axis([0, 10, 0, 10]) @@ -1154,8 +1153,7 @@ def test_basic_wrap(): # TODO: tighten tolerance after baseline image is regenerated for text overhaul -@image_comparison(baseline_images=['fonttext_wrap'], - extensions=['png'], tol=0.3) +@image_comparison(['fonttext_wrap.png'], tol=0.3) def test_font_wrap(): fig = plt.figure() plt.axis([0, 10, 0, 10]) @@ -1188,8 +1186,8 @@ def test_va_for_angle(): # TODO: tighten tolerance after baseline image is regenerated for text overhaul -@image_comparison(baseline_images=['xtick_rotation_mode'], - remove_text=False, extensions=['png'], style='mpl20', tol=0.3) +@image_comparison(['xtick_rotation_mode.png'], remove_text=False, style='mpl20', + tol=0.3) def test_xtick_rotation_mode(): fig, ax = plt.subplots(figsize=(12, 1)) ax.set_yticks([]) @@ -1209,8 +1207,8 @@ def test_xtick_rotation_mode(): # TODO: tighten tolerance after baseline image is regenerated for text overhaul -@image_comparison(baseline_images=['ytick_rotation_mode'], - remove_text=False, extensions=['png'], style='mpl20', tol=0.3) +@image_comparison(['ytick_rotation_mode.png'], remove_text=False, style='mpl20', + tol=0.3) def test_ytick_rotation_mode(): fig, ax = plt.subplots(figsize=(1, 12)) ax.set_xticks([]) diff --git a/lib/mpl_toolkits/axes_grid1/tests/test_axes_grid1.py b/lib/mpl_toolkits/axes_grid1/tests/test_axes_grid1.py index f550dc9f531e..7f54466a3cce 100644 --- a/lib/mpl_toolkits/axes_grid1/tests/test_axes_grid1.py +++ b/lib/mpl_toolkits/axes_grid1/tests/test_axes_grid1.py @@ -62,7 +62,7 @@ def test_divider_append_axes(): # Update style when regenerating the test image -@image_comparison(['twin_axes_empty_and_removed'], extensions=["png"], tol=1, +@image_comparison(['twin_axes_empty_and_removed.png'], tol=1, style=('classic', '_classic_test_patch')) def test_twin_axes_empty_and_removed(): # Purely cosmetic font changes (avoid overlap) diff --git a/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py b/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py index e9809ce2a106..7002a495c5d7 100644 --- a/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py +++ b/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py @@ -2200,9 +2200,7 @@ def test_subfigure_simple(): ax = sf[1].add_subplot(1, 1, 1, projection='3d', label='other') -# Update style when regenerating the test image -@image_comparison(baseline_images=['computed_zorder'], remove_text=True, - extensions=['png'], style=('mpl20')) +@image_comparison(['computed_zorder.png'], remove_text=True, style='mpl20') def test_computed_zorder(): plt.rcParams['axes3d.automargin'] = True # Remove when image is regenerated fig = plt.figure() From 71f86ab6b922dda6130b1f2ebc5e0e4a169aff04 Mon Sep 17 00:00:00 2001 From: Sanchit Rishi Date: Wed, 18 Feb 2026 12:57:09 +0530 Subject: [PATCH 245/329] MNT: Normalize internal set_foreground calls to RGBA (#31119) * MNT: Normalize internal set_foreground calls to RGBA (#31105) * Update lib/matplotlib/collections.py Co-authored-by: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> * MNT: Apply review suggestions from rcomer * MNT: Simplify edgecolor handling in _iter_collection * MNT: Normalize edgecolor via to_rgba in _iter_collection --------- Co-authored-by: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> --- lib/matplotlib/backend_bases.py | 6 ++++-- lib/matplotlib/collections.py | 2 +- lib/matplotlib/patheffects.py | 4 ++-- lib/matplotlib/text.py | 4 ++-- lib/mpl_toolkits/axisartist/axis_artist.py | 3 ++- 5 files changed, 11 insertions(+), 8 deletions(-) diff --git a/lib/matplotlib/backend_bases.py b/lib/matplotlib/backend_bases.py index 7f6c01089d0d..fc19f6108d13 100644 --- a/lib/matplotlib/backend_bases.py +++ b/lib/matplotlib/backend_bases.py @@ -411,10 +411,12 @@ def cycle_or_default(seq, default=None): gc0.set_linewidth(lw) if Nlinestyles: gc0.set_dashes(*ls) - if len(ec) == 4 and ec[3] == 0.0: + ec_rgba = colors.to_rgba(ec) + # Fully transparent edges are treated as "no stroke". + if ec_rgba[3] == 0.0: gc0.set_linewidth(0) else: - gc0.set_foreground(ec) + gc0.set_foreground(ec_rgba, isRGBA=True) if Nhatchcolors: gc0.set_hatch_color(hc) if fc is not None and len(fc) == 4 and fc[3] == 0: diff --git a/lib/matplotlib/collections.py b/lib/matplotlib/collections.py index 23f516aa6337..bbc8e57d7a05 100644 --- a/lib/matplotlib/collections.py +++ b/lib/matplotlib/collections.py @@ -411,7 +411,7 @@ def draw(self, renderer): gc.set_capstyle(self._capstyle) if do_single_path_optimization: - gc.set_foreground(tuple(edgecolors[0])) + gc.set_foreground(tuple(edgecolors[0]), isRGBA=True) gc.set_linewidth(self._linewidths[0]) gc.set_dashes(*self._linestyles[0]) gc.set_antialiased(self._antialiaseds[0]) diff --git a/lib/matplotlib/patheffects.py b/lib/matplotlib/patheffects.py index f700feac6292..ae808eb62fbe 100644 --- a/lib/matplotlib/patheffects.py +++ b/lib/matplotlib/patheffects.py @@ -269,7 +269,7 @@ def draw_path(self, renderer, gc, tpath, affine, rgbFace): else: shadow_rgbFace = self._shadow_rgbFace - gc0.set_foreground("none") + gc0.set_foreground(mcolors.to_rgba("none"), isRGBA=True) gc0.set_alpha(self._alpha) gc0.set_linewidth(0) @@ -331,7 +331,7 @@ def draw_path(self, renderer, gc, tpath, affine, rgbFace): else: shadow_rgbFace = self._shadow_color - gc0.set_foreground(shadow_rgbFace) + gc0.set_foreground(mcolors.to_rgba(shadow_rgbFace), isRGBA=True) gc0.set_alpha(self._alpha) gc0 = self._update_gc(gc0, self._gc) diff --git a/lib/matplotlib/text.py b/lib/matplotlib/text.py index d794cab1339b..cbeba1f84307 100644 --- a/lib/matplotlib/text.py +++ b/lib/matplotlib/text.py @@ -11,7 +11,7 @@ import numpy as np import matplotlib as mpl -from . import _api, artist, cbook, _docstring +from . import _api, artist, cbook, _docstring, colors as mcolors from .artist import Artist from .font_manager import FontProperties from .patches import FancyArrowPatch, FancyBboxPatch, Rectangle @@ -864,7 +864,7 @@ def draw(self, renderer): self._bbox_patch.draw(renderer) gc = renderer.new_gc() - gc.set_foreground(self.get_color()) + gc.set_foreground(mcolors.to_rgba(self.get_color()), isRGBA=True) gc.set_alpha(self.get_alpha()) gc.set_url(self._url) gc.set_antialiased(self._antialiased) diff --git a/lib/mpl_toolkits/axisartist/axis_artist.py b/lib/mpl_toolkits/axisartist/axis_artist.py index e4628f99e420..dd0ed6b583f7 100644 --- a/lib/mpl_toolkits/axisartist/axis_artist.py +++ b/lib/mpl_toolkits/axisartist/axis_artist.py @@ -178,7 +178,8 @@ def draw(self, renderer): return gc = renderer.new_gc() - gc.set_foreground(self.get_markeredgecolor()) + edgecolor = mcolors.to_rgba(self.get_markeredgecolor()) + gc.set_foreground(edgecolor, isRGBA=True) gc.set_linewidth(self.get_markeredgewidth()) gc.set_alpha(self._alpha) From 7247fa57011efe9655c67bb105a5450bab1d340a Mon Sep 17 00:00:00 2001 From: Archil Jain Date: Thu, 19 Feb 2026 00:27:47 +0530 Subject: [PATCH 246/329] Make autoscale participation fully artist-driven and Remove scatter relim regression test (to be added in follow-up PR) --- lib/matplotlib/artist.py | 19 ++++++++----------- lib/matplotlib/axes/_base.py | 7 ++++++- lib/matplotlib/tests/test_axes.py | 26 +------------------------- 3 files changed, 15 insertions(+), 37 deletions(-) diff --git a/lib/matplotlib/artist.py b/lib/matplotlib/artist.py index 7c7b80935bb4..e922dd045aed 100644 --- a/lib/matplotlib/artist.py +++ b/lib/matplotlib/artist.py @@ -225,7 +225,7 @@ def __init__(self): self._path_effects = mpl.rcParams['path.effects'] self._sticky_edges = _XYPair([], []) self._in_layout = True - self._in_autoscale = True + self._in_autoscale = False def __getstate__(self): d = self.__dict__.copy() @@ -904,16 +904,14 @@ def get_in_layout(self): """ return self._in_layout - def get_in_autoscale(self): + def _get_in_autoscale(self): """ Return boolean flag, ``True`` if artist is included in autoscaling calculations. - E.g. :ref:`autoscaling_guide` and - `.Axes.relim()`. + E.g. `.axes.Axes.autoscale_view()`. """ - return self._in_autoscale - + return self._in_autoscale def _fully_clipped_to_axes(self): """ Return a boolean flag, ``True`` if the artist is clipped to the Axes @@ -1143,17 +1141,16 @@ def set_in_layout(self, in_layout): """ self._in_layout = in_layout - def set_in_autoscale(self, in_autoscale): + def _set_in_autoscale(self, b): """ Set if artist is to be included in autoscaling calculations, - E.g. :ref:`autoscaling_guide` and - `.Axes.relim()`. + E.g. `.axes.Axes.autoscale_view()`. Parameters ---------- - in_autoscale : bool + b : bool """ - self._in_autoscale = in_autoscale + self._in_autoscale = b def get_label(self): """Return the label used for this artist in the legend.""" diff --git a/lib/matplotlib/axes/_base.py b/lib/matplotlib/axes/_base.py index 558df2d01bbd..00bd8debd3c4 100644 --- a/lib/matplotlib/axes/_base.py +++ b/lib/matplotlib/axes/_base.py @@ -2317,6 +2317,7 @@ def add_artist(self, a): if a.get_clip_path() is None: a.set_clip_path(self.patch) self.stale = True + a._set_in_autoscale(False) return a def add_child_axes(self, ax): @@ -2397,6 +2398,7 @@ def add_collection(self, collection, autolim=True): self._request_autoscale_view() self.stale = True + collection._set_in_autoscale(autolim) return collection def add_image(self, image): @@ -2410,6 +2412,7 @@ def add_image(self, image): self._children.append(image) image._remove_method = self._children.remove self.stale = True + image._set_in_autoscale(True) return image def _update_image_limits(self, image): @@ -2437,6 +2440,7 @@ def add_line(self, line): self._children.append(line) line._remove_method = self._children.remove self.stale = True + line._set_in_autoscale(True) return line def _add_text(self, txt): @@ -2509,6 +2513,7 @@ def add_patch(self, p): self._update_patch_limits(p) self._children.append(p) p._remove_method = self._children.remove + p._set_in_autoscale(True) return p def _update_patch_limits(self, patch): @@ -2606,7 +2611,7 @@ def relim(self, visible_only=False): for artist in self._children: if not visible_only or artist.get_visible(): - if not artist.get_in_autoscale(): + if not artist._get_in_autoscale(): continue if isinstance(artist, mlines.Line2D): self._update_line_limits(artist) diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py index 6e6614090311..9db6eabb523d 100644 --- a/lib/matplotlib/tests/test_axes.py +++ b/lib/matplotlib/tests/test_axes.py @@ -10158,28 +10158,4 @@ def test_animated_artists_not_drawn_by_default(): fig.draw_without_rendering() mocked_im_draw.assert_not_called() - mocked_ln_draw.assert_not_called() - - -def test_relim_updates_scatter_offsets(): - import numpy as np - import matplotlib.pyplot as plt - - fig, ax = plt.subplots() - - xs = np.linspace(0, 10, 100) - ys = np.sin(xs) - scatter = ax.scatter(xs, ys) - - # Shift scatter upward - new_ys = np.sin(xs) + 5 - scatter.set_offsets(np.column_stack((xs, new_ys))) - - ax.relim() - ax.autoscale_view() - - ymin, ymax = ax.get_ylim() - - # New limits should reflect shifted data - assert ymin > 3 - assert ymax > 5 + mocked_ln_draw.assert_not_called() \ No newline at end of file From b527465d6db60815c8920b86ad3bae4b9b978623 Mon Sep 17 00:00:00 2001 From: Archil Jain Date: Thu, 19 Feb 2026 01:43:20 +0530 Subject: [PATCH 247/329] fixing CI fails --- lib/matplotlib/artist.py | 4 ++-- lib/matplotlib/axes/_base.py | 3 +-- lib/matplotlib/tests/test_axes.py | 2 +- 3 files changed, 4 insertions(+), 5 deletions(-) diff --git a/lib/matplotlib/artist.py b/lib/matplotlib/artist.py index e922dd045aed..834b79d97b44 100644 --- a/lib/matplotlib/artist.py +++ b/lib/matplotlib/artist.py @@ -903,7 +903,7 @@ def get_in_layout(self): ``fig.savefig(fname, bbox_inches='tight')``. """ return self._in_layout - + def _get_in_autoscale(self): """ Return boolean flag, ``True`` if artist is included in autoscaling @@ -911,7 +911,7 @@ def _get_in_autoscale(self): E.g. `.axes.Axes.autoscale_view()`. """ - return self._in_autoscale + return self._in_autoscale def _fully_clipped_to_axes(self): """ Return a boolean flag, ``True`` if the artist is clipped to the Axes diff --git a/lib/matplotlib/axes/_base.py b/lib/matplotlib/axes/_base.py index 00bd8debd3c4..16b41ea523fd 100644 --- a/lib/matplotlib/axes/_base.py +++ b/lib/matplotlib/axes/_base.py @@ -29,7 +29,6 @@ import matplotlib.text as mtext import matplotlib.ticker as mticker import matplotlib.transforms as mtransforms -import matplotlib.collections as mcollections _log = logging.getLogger(__name__) @@ -2619,7 +2618,7 @@ def relim(self, visible_only=False): self._update_patch_limits(artist) elif isinstance(artist, mimage.AxesImage): self._update_image_limits(artist) - + def update_datalim(self, xys, updatex=True, updatey=True): """ Extend the `~.Axes.dataLim` Bbox to include the given points. diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py index 9db6eabb523d..46843841fe93 100644 --- a/lib/matplotlib/tests/test_axes.py +++ b/lib/matplotlib/tests/test_axes.py @@ -10158,4 +10158,4 @@ def test_animated_artists_not_drawn_by_default(): fig.draw_without_rendering() mocked_im_draw.assert_not_called() - mocked_ln_draw.assert_not_called() \ No newline at end of file + mocked_ln_draw.assert_not_called() From b86010772b7af5ead163c9c513c0bb87839cc261 Mon Sep 17 00:00:00 2001 From: Hannah Date: Thu, 12 Feb 2026 15:33:49 -0500 Subject: [PATCH 248/329] explain that gfi is for training, add no AI policy, move difficulty under issues [ci doc] Co-authored-by: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Co-authored-by: Ruth Comer <10599679+rcomer@users.noreply.github.com> --- .github/workflows/good-first-issue.yml | 2 +- doc/devel/contribute.rst | 41 +++++++++++++++----------- 2 files changed, 25 insertions(+), 18 deletions(-) diff --git a/.github/workflows/good-first-issue.yml b/.github/workflows/good-first-issue.yml index db0965b039ce..4437ee4a7a2c 100644 --- a/.github/workflows/good-first-issue.yml +++ b/.github/workflows/good-first-issue.yml @@ -19,7 +19,7 @@ jobs: ### Good first issue - notes for new contributors This issue is suited to new contributors because it does not require - understanding of the Matplotlib internals. This is a low priority task + understanding of the Matplotlib internals. This is a non-urgent task intended for human contributors to learn how to contribute; therefore please do not try to automate a solution using AI. To get started, please see our [contributing guide](https://matplotlib.org/stable/devel/index). diff --git a/doc/devel/contribute.rst b/doc/devel/contribute.rst index b4d13dbd84fe..69d4bfe31420 100644 --- a/doc/devel/contribute.rst +++ b/doc/devel/contribute.rst @@ -260,23 +260,14 @@ To join, please go to our public `community gitter`_ channel, and ask to be adde Good first issues ----------------- -While any contributions are welcome, we have marked some issues as -particularly suited for new contributors by the label `good first issue -`_. These -are well documented issues, that do not require a deep understanding of the -internals of Matplotlib. The issues may additionally be tagged with a -difficulty. ``Difficulty: Easy`` is suited for people with little Python -experience. ``Difficulty: Medium`` and ``Difficulty: Hard`` require more -programming experience. This could be for a variety of reasons, among them, -though not necessarily all at the same time: - -- The issue is in areas of the code base which have more interdependencies, - or legacy code. -- It has less clearly defined tasks, which require some independent - exploration, making suggestions, or follow-up discussions to clarify a good - path to resolve the issue. -- It involves Python features such as decorators and context managers, which - have subtleties due to our implementation decisions. +We have marked some issues as `good first issue +`_ because we +think they are a good entry point into the process of contributing to Matplotlib. These +issues are well documented, do not require a deep understanding of the internals of +Matplotlib, and do not need urgent resolution. Good first issues are intended to onboard +newcomers with a genuine interest in improving Matplotlib, in the hopes that they will +continue to participate in our development community; therefore, pull requests that are +:ref:`AI generated ` will be closed. .. _first_contribution: @@ -334,6 +325,22 @@ a new PR; duplicate PRs are subject to being closed. However, if the existing PR is an outline, unlikely to work, or stalled, and the original author is unresponsive, feel free to open a new PR referencing the old one. +Difficulty +---------- +Issues may additionally be tagged with a difficulty. ``Difficulty: Easy`` is suitable +for people with beginner scientific Python experience, i.e. fluency with Python syntax +and some experience using libraries like Numpy, Pandas, or Xarray. ``Difficulty: Medium`` +and ``Difficulty: Hard`` require more programming experience. This could be for a variety +of reasons, for example: + +- requires understanding intermediate to advanced Python features, such as decorators, + context managers, or meta-programming +- is in areas of the code base which have more interdependencies or is legacy code. +- involves complex or significant changes to algorithms or architecture. + +Generally, the difficulty level is correlated with how much conceptual (and contextual) +understanding of Matplotlib is required to resolve it. + .. _how-to-pull-request: Start a pull request From ad15a4c3dc6914b48a3d563b4a00c14a83d5d22b Mon Sep 17 00:00:00 2001 From: Pirzada Ahmad Faraz <136244856+pirzada-ahmadfaraz@users.noreply.github.com> Date: Sat, 21 Feb 2026 01:23:46 +0530 Subject: [PATCH 249/329] ENH: Implement gapcolor for patch edges (#30967) * ENH: Implement gapcolor for patch edges Add support for gapcolor property in Patches, similar to the existing gapcolor feature in Line2D and LineCollection. This allows drawing 'stripey' patch edges with two alternating colors in dashed patterns. Use case: Drawing unfilled patches on backgrounds of unknown color, where alternating black/white edges ensure visibility. Changes: - Add gapcolor parameter to Patch.__init__ - Add get_gapcolor() and set_gapcolor() methods - Add is_dashed() method to check if edge is dashed - Modify _draw_paths_with_artist_properties() to draw gaps first with inverse dash pattern when gapcolor is set - Update update_from() to copy gapcolor - Add tests for the new functionality Closes #30934 * Add baseline image for patch gapcolor visual test * Add gapcolor methods to patches.pyi type stubs * Address review feedback for patch gapcolor implementation - Renamed gapcolor to edgegapcolor for API clarity (parameter, getter, setter) - Made is_dashed() private as _has_dashed_edge() since it's only used internally - Fixed linestyle detection to handle custom linestyles by checking for non-solid styles instead of specific dashed patterns - Moved RGBA conversion to set_edgegapcolor() for better performance (avoids redundant conversions on window resize) - Moved _gapcolor initialization next to _dash_pattern for code organization - Updated type stubs and tests accordingly * Add What's New entry and versionadded directives for edgegapcolor * Use visible colors in What's New edgegapcolor example Change edgecolor/edgegapcolor from black/white to orange/blue so the gap color is actually visible against the default white background. --- .../next_whats_new/patch_edgegapcolor.rst | 24 ++++++ lib/matplotlib/patches.py | 66 ++++++++++++++- lib/matplotlib/patches.pyi | 3 + .../test_patches/patch_edgegapcolor.png | Bin 0 -> 11813 bytes lib/matplotlib/tests/test_patches.py | 78 ++++++++++++++++++ 5 files changed, 168 insertions(+), 3 deletions(-) create mode 100644 doc/release/next_whats_new/patch_edgegapcolor.rst create mode 100644 lib/matplotlib/tests/baseline_images/test_patches/patch_edgegapcolor.png diff --git a/doc/release/next_whats_new/patch_edgegapcolor.rst b/doc/release/next_whats_new/patch_edgegapcolor.rst new file mode 100644 index 000000000000..b981116fbb76 --- /dev/null +++ b/doc/release/next_whats_new/patch_edgegapcolor.rst @@ -0,0 +1,24 @@ +``edgegapcolor`` for Patches +---------------------------- + +`~matplotlib.patches.Patch` now supports an *edgegapcolor* parameter, +similar to the existing *gapcolor* in `.Line2D`. This allows patches with +dashed edges to display a secondary color in the gaps, creating a "striped" +edge effect. + +This is useful when drawing unfilled patches on backgrounds of unknown color, +where alternating edge colors ensure the patch boundary remains visible. + +.. plot:: + :include-source: true + :alt: A rectangle with a dashed orange edge and blue gaps, demonstrating the edgegapcolor feature. + + import matplotlib.pyplot as plt + from matplotlib.patches import Rectangle + + fig, ax = plt.subplots() + rect = Rectangle((0.1, 0.1), 0.6, 0.6, fill=False, + edgecolor='orange', edgegapcolor='blue', + linestyle='--', linewidth=3) + ax.add_patch(rect) + plt.show() diff --git a/lib/matplotlib/patches.py b/lib/matplotlib/patches.py index 0c8d6b5fee15..4a4bd698db04 100644 --- a/lib/matplotlib/patches.py +++ b/lib/matplotlib/patches.py @@ -57,6 +57,7 @@ def __init__(self, *, capstyle=None, joinstyle=None, hatchcolor=None, + edgegapcolor=None, **kwargs): """ The following kwarg properties are supported @@ -88,6 +89,7 @@ def __init__(self, *, self._linewidth = 0 self._unscaled_dash_pattern = (0, None) # offset, dash self._dash_pattern = (0, None) # offset, dash (scaled by linewidth) + self._gapcolor = None self.set_linestyle(linestyle) self.set_linewidth(linewidth) @@ -95,6 +97,7 @@ def __init__(self, *, self.set_hatch(hatch) self.set_capstyle(capstyle) self.set_joinstyle(joinstyle) + self.set_edgegapcolor(edgegapcolor) if len(kwargs): self._internal_update(kwargs) @@ -294,6 +297,7 @@ def update_from(self, other): self._hatch_color = other._hatch_color self._original_hatchcolor = other._original_hatchcolor self._unscaled_dash_pattern = other._unscaled_dash_pattern + self._gapcolor = other._gapcolor self.set_linewidth(other._linewidth) # also sets scaled dashes self.set_transform(other.get_data_transform()) # If the transform of other needs further initialization, then it will @@ -442,6 +446,42 @@ def set_hatchcolor(self, color): self._original_hatchcolor = color self._set_hatchcolor(color) + def get_edgegapcolor(self): + """ + Return the edge gap color. + + .. versionadded:: 3.11 + + See also `~.Patch.set_edgegapcolor`. + """ + return self._gapcolor + + def set_edgegapcolor(self, edgegapcolor): + """ + Set a color to fill the gaps in the dashed edge style. + + .. versionadded:: 3.11 + + .. note:: + + Striped edges are created by drawing two interleaved dashed lines. + There can be overlaps between those two, which may result in + artifacts when using transparency. + + This functionality is experimental and may change. + + Parameters + ---------- + edgegapcolor : :mpltype:`color` or None + The color with which to fill the gaps. If None, the gaps are + unfilled. + """ + if edgegapcolor is not None: + self._gapcolor = colors.to_rgba(edgegapcolor, self._alpha) + else: + self._gapcolor = None + self.stale = True + def set_alpha(self, alpha): # docstring inherited super().set_alpha(alpha) @@ -618,6 +658,17 @@ def get_hatch_linewidth(self): """Return the hatch linewidth.""" return self._hatch_linewidth + def _has_dashed_edge(self): + """ + Return whether the patch edge has a dashed linestyle. + + A custom linestyle is assumed to be dashed, we do not inspect the + ``onoffseq`` directly. + + See also `~.Patch.set_linestyle`. + """ + return self._linestyle not in ('solid', '-') + def _draw_paths_with_artist_properties( self, renderer, draw_path_args_list): """ @@ -632,13 +683,10 @@ def _draw_paths_with_artist_properties( renderer.open_group('patch', self.get_gid()) gc = renderer.new_gc() - gc.set_foreground(self._edgecolor, isRGBA=True) - lw = self._linewidth if self._edgecolor[3] == 0 or self._linestyle == 'None': lw = 0 gc.set_linewidth(lw) - gc.set_dashes(*self._dash_pattern) gc.set_capstyle(self._capstyle) gc.set_joinstyle(self._joinstyle) @@ -661,6 +709,18 @@ def _draw_paths_with_artist_properties( from matplotlib.patheffects import PathEffectRenderer renderer = PathEffectRenderer(self.get_path_effects(), renderer) + # Draw the gaps first if gapcolor is set + if self._has_dashed_edge() and self._gapcolor is not None: + gc.set_foreground(self._gapcolor, isRGBA=True) + offset_gaps, gaps = mlines._get_inverse_dash_pattern( + *self._dash_pattern) + gc.set_dashes(offset_gaps, gaps) + for draw_path_args in draw_path_args_list: + renderer.draw_path(gc, *draw_path_args) + + # Draw the main edge + gc.set_foreground(self._edgecolor, isRGBA=True) + gc.set_dashes(*self._dash_pattern) for draw_path_args in draw_path_args_list: renderer.draw_path(gc, *draw_path_args) diff --git a/lib/matplotlib/patches.pyi b/lib/matplotlib/patches.pyi index c95f20e35812..4f44d142074f 100644 --- a/lib/matplotlib/patches.pyi +++ b/lib/matplotlib/patches.pyi @@ -26,6 +26,7 @@ class Patch(artist.Artist): capstyle: CapStyleType | None = ..., joinstyle: JoinStyleType | None = ..., hatchcolor: ColorType | Literal["edge"] | None = ..., + edgegapcolor: ColorType | None = ..., **kwargs, ) -> None: ... def get_verts(self) -> ArrayLike: ... @@ -43,6 +44,7 @@ class Patch(artist.Artist): def get_antialiased(self) -> bool: ... def get_edgecolor(self) -> ColorType: ... def get_facecolor(self) -> ColorType: ... + def get_edgegapcolor(self) -> ColorType | None: ... def get_hatchcolor(self) -> ColorType: ... def get_linewidth(self) -> float: ... def get_linestyle(self) -> LineStyleType: ... @@ -50,6 +52,7 @@ class Patch(artist.Artist): def set_edgecolor(self, color: ColorType | None) -> None: ... def set_facecolor(self, color: ColorType | None) -> None: ... def set_color(self, c: ColorType | None) -> None: ... + def set_edgegapcolor(self, edgegapcolor: ColorType | None) -> None: ... def set_hatchcolor(self, color: ColorType | Literal["edge"] | None) -> None: ... def set_alpha(self, alpha: float | None) -> None: ... def set_linewidth(self, w: float | None) -> None: ... diff --git a/lib/matplotlib/tests/baseline_images/test_patches/patch_edgegapcolor.png b/lib/matplotlib/tests/baseline_images/test_patches/patch_edgegapcolor.png new file mode 100644 index 0000000000000000000000000000000000000000..a3738e3f79735473ddf05d1cf1e727e84877771e GIT binary patch literal 11813 zcmeHtcTkgEw{Pf373tDcf)KiZ^rEjK1Vp;@F4DV5s0kJn1S63uNbg8TYJdm`3J8J- zQbTzo8d@lUPy*-4`@P?H&%Jl<`RB};xpU^s$Yk8l-fQi>%5Sf=_KG*TqsPj0o(Tj3 zu|oB4nt?#n2oQ*Bfsq~f3~XK9~FO5ATuN0aMn@ry13%mW$M?Sw`cb~ zl@iW#+`N`o=+<`q*L|6Y@_nRtTV(~a*PCi>OJbDHq@|VSh*~IqL$c}^Kf9t?Dj|&Q zPXIuc5$DtwE3k6vf3ylLrhsvmk(>*ef6d6qv5>e?I(YMDklGlxl#z&N|Ur zdZKA|Y^?ievugwsO9PRVOsG|WnpyQO2Pymhz|^|*NXYKNOgvc-_>`#z4@IAecV&aG zz@ZIq-kjf?^2jY4G+~!Y=wIF{dttI+s6%b-9; zvFVD@vb3}`O)nJw$#E^zz{?9#TwE;FCnY7tia@3GYbJ@`Rwj!#$UQ>9b^Y=c7&-2l+5T`UYyXhv%s;8ep65K6MLwM?sKj1*Ot(7jizx8v5GQFlU zk#r_rC2A@y=QrW-q2Jd!?r)~}`O+Ag!B`Mxv4DP$fBwXt^?6>Ln5*&|o#H-&L2(Jw zDeHa!4{Hh!XfA<&VLd4zgcQbB`VP(yTDh$%j#HxuL7M(rIR>q{;(qJI z5A5DCINc}v<^hL!-yJVI?a1RP$VeTlG}Hya1-g4jPeyuT)Dr_{k677i)U#cgLs>1TW z#z95KBo>n^?;d@gG@4%wp&YFR*mTZ|{^i;5<+nnYqjDl<#+xc*!g~J}Gp<#Qd4=$? 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z5=#Ig*0&0gd%pL-y!q}DMItP6SOD!RvObg5#T6Bjc!lwvgr!^X&_512FvQhK#o#~n z@76f3^Y$|Ub!2B?I#9nhv9aL~RZ|<>FAs^zRqqFW@T;r*S6pdVC#nkJrzihcQ)XpF z#qp!{Cj$cp*wQfX6o{fG0Te*-?KwXpyI literal 0 HcmV?d00001 diff --git a/lib/matplotlib/tests/test_patches.py b/lib/matplotlib/tests/test_patches.py index b70701095bca..51144a7652f3 100644 --- a/lib/matplotlib/tests/test_patches.py +++ b/lib/matplotlib/tests/test_patches.py @@ -1101,3 +1101,81 @@ def test_empty_fancyarrow(): fig, ax = plt.subplots() arrow = ax.arrow([], [], [], []) assert arrow is not None + + +def test_patch_edgegapcolor_getter_setter(): + """Test that edgegapcolor can be set and retrieved.""" + patch = Rectangle((0, 0), 1, 1) + # Default is None + assert patch.get_edgegapcolor() is None + + # Set to a color + patch.set_edgegapcolor('red') + assert mcolors.same_color(patch.get_edgegapcolor(), 'red') + + # Set back to None + patch.set_edgegapcolor(None) + assert patch.get_edgegapcolor() is None + + +def test_patch_edgegapcolor_init(): + """Test that edgegapcolor can be passed in __init__.""" + patch = Rectangle((0, 0), 1, 1, edgegapcolor='blue') + assert mcolors.same_color(patch.get_edgegapcolor(), 'blue') + + +def test_patch_has_dashed_edge(): + """Test _has_dashed_edge method for patches.""" + patch = Rectangle((0, 0), 1, 1) + patch.set_linestyle('solid') + assert not patch._has_dashed_edge() + + patch.set_linestyle('--') + assert patch._has_dashed_edge() + + patch.set_linestyle(':') + assert patch._has_dashed_edge() + + patch.set_linestyle('-.') + assert patch._has_dashed_edge() + + # Test custom linestyle + patch.set_linestyle((0, (2, 2, 10, 2))) + assert patch._has_dashed_edge() + + +def test_patch_edgegapcolor_update_from(): + """Test that edgegapcolor is copied in update_from.""" + patch1 = Rectangle((0, 0), 1, 1, edgegapcolor='green') + patch2 = Rectangle((1, 1), 2, 2) + + patch2.update_from(patch1) + assert mcolors.same_color(patch2.get_edgegapcolor(), 'green') + + +@image_comparison(['patch_edgegapcolor.png'], remove_text=True, style='mpl20') +def test_patch_edgegapcolor_visual(): + """Visual test for patch edgegapcolor (striped edges).""" + fig, ax = plt.subplots() + + # Rectangle with edgegapcolor + rect = Rectangle((0.1, 0.1), 0.3, 0.3, fill=False, + edgecolor='blue', edgegapcolor='orange', + linestyle='--', linewidth=3) + ax.add_patch(rect) + + # Ellipse with edgegapcolor + ellipse = Ellipse((0.7, 0.3), 0.3, 0.2, fill=False, + edgecolor='red', edgegapcolor='yellow', + linestyle=':', linewidth=3) + ax.add_patch(ellipse) + + # Polygon with edgegapcolor + polygon = Polygon([[0.1, 0.6], [0.3, 0.9], [0.4, 0.6]], fill=False, + edgecolor='green', edgegapcolor='purple', + linestyle='-.', linewidth=3) + ax.add_patch(polygon) + + ax.set_xlim(0, 1) + ax.set_ylim(0, 1) + ax.set_aspect('equal') From 54d385671c984293000548521a7c1209cf342157 Mon Sep 17 00:00:00 2001 From: Elliott Sales de Andrade Date: Fri, 20 Feb 2026 14:55:23 -0500 Subject: [PATCH 250/329] TST: Skip tests that use a large amount of memory by default (#31007) * TST: Reduce memory usage of test_downsample_interpolation_stage By cutting the grid by one-tenth in each dimension, this cuts memory usage from 1.0GiB to 65.2MiB. I temporarily added an assert in `_ImageBase._make_image` to confirm that the interpolation stage did correctly switch to 'rgba' as well. * TST: Delete test_invisible_Line_rendering This test tries to check for slowdowns, which is inherently flaky (as noted by the comment), and we don't check `set_visible` for other artists. * TST: Skip tests that use a large amount of memory by default According to memray, these tests use fairly large amounts of memory: - lib/matplotlib/tests/test_simplification.py::test_throw_rendering_complexity_exceeded: 2.2GiB - lib/matplotlib/tests/test_agg.py::test_chunksize_fails: 2.0GiB - lib/matplotlib/tests/test_image.py::test_large_image[png-col-16777216-2\\*\\*24 rows-upper]: 1.0GiB - lib/matplotlib/tests/test_image.py::test_large_image[png-col-16777216-2\\*\\*24 rows-lower]: 1.0GiB - lib/matplotlib/tests/test_image.py::test_large_image[png-row-8388608-2\\*\\*23 columns-lower]: 537.8MiB - lib/matplotlib/tests/test_image.py::test_large_image[png-row-8388608-2\\*\\*23 columns-upper]: 537.8MiB The next closest tests use just 216MiB, then 145.5MiB, etc. and then the majority under 100MiB. If you're unlucky, with 4-way xdist you might use upwards of 6GiB RAM if you get all these on separate processes. The above tests are all fairly low-level checks for Agg renderer limits that are not likely to change often, so skip them by default unless on CI. --- doc/devel/testing.rst | 3 ++ lib/matplotlib/testing/conftest.py | 12 ++++- lib/matplotlib/testing/conftest.pyi | 2 + lib/matplotlib/tests/conftest.py | 3 +- lib/matplotlib/tests/test_agg.py | 2 +- lib/matplotlib/tests/test_image.py | 4 +- lib/matplotlib/tests/test_lines.py | 47 ------------------- lib/matplotlib/tests/test_simplification.py | 2 +- lib/mpl_toolkits/axes_grid1/tests/conftest.py | 5 +- lib/mpl_toolkits/axisartist/tests/conftest.py | 5 +- lib/mpl_toolkits/mplot3d/tests/conftest.py | 5 +- 11 files changed, 31 insertions(+), 59 deletions(-) diff --git a/doc/devel/testing.rst b/doc/devel/testing.rst index 0f78fa4d99b3..cbde2bed7979 100644 --- a/doc/devel/testing.rst +++ b/doc/devel/testing.rst @@ -52,6 +52,9 @@ In the root directory of your development repository run:: ``--capture=no`` or ``-s`` Do not capture stdout ============================= =========== +Some tests may use a large amount of memory (>0.5GiB); to enable those tests, set the +environment variable ``MPL_TEST_EXPENSIVE``. + To run a single test from the command line, you can provide a file path, optionally followed by the function separated by two colons, e.g., (tests do not need to be installed, but Matplotlib should be):: diff --git a/lib/matplotlib/testing/conftest.py b/lib/matplotlib/testing/conftest.py index 2961e7f02f3f..6f87d9826cc3 100644 --- a/lib/matplotlib/testing/conftest.py +++ b/lib/matplotlib/testing/conftest.py @@ -1,5 +1,8 @@ -import pytest +import os import sys + +import pytest + import matplotlib from matplotlib import _api @@ -80,6 +83,13 @@ def mpl_test_settings(request): matplotlib.use(prev_backend) +@pytest.fixture +def high_memory(pytestconfig): + from matplotlib.testing import is_ci_environment + if not (os.environ.get('MPL_TEST_EXPENSIVE') or is_ci_environment()): + pytest.skip('Test uses too much memory') + + @pytest.fixture def pd(): """ diff --git a/lib/matplotlib/testing/conftest.pyi b/lib/matplotlib/testing/conftest.pyi index f5d90bc88f73..df9f3bdeb36f 100644 --- a/lib/matplotlib/testing/conftest.pyi +++ b/lib/matplotlib/testing/conftest.pyi @@ -7,6 +7,8 @@ def pytest_unconfigure(config: pytest.Config) -> None: ... @pytest.fixture def mpl_test_settings(request: pytest.FixtureRequest) -> None: ... @pytest.fixture +def high_memory(pytestconfig: pytest.Config) -> None: ... +@pytest.fixture def pd() -> ModuleType: ... @pytest.fixture def xr() -> ModuleType: ... diff --git a/lib/matplotlib/tests/conftest.py b/lib/matplotlib/tests/conftest.py index 6afd566750e9..3f38f50ccc7f 100644 --- a/lib/matplotlib/tests/conftest.py +++ b/lib/matplotlib/tests/conftest.py @@ -1,2 +1,3 @@ from matplotlib.testing.conftest import ( # noqa - mpl_test_settings, pytest_configure, pytest_unconfigure, pd, text_placeholders, xr) + pytest_configure, pytest_unconfigure, + high_memory, mpl_test_settings, pd, text_placeholders, xr) diff --git a/lib/matplotlib/tests/test_agg.py b/lib/matplotlib/tests/test_agg.py index c0e224c49801..6eebde1da92b 100644 --- a/lib/matplotlib/tests/test_agg.py +++ b/lib/matplotlib/tests/test_agg.py @@ -328,7 +328,7 @@ def test_draw_path_collection_error_handling(): fig.canvas.draw() -def test_chunksize_fails(): +def test_chunksize_fails(high_memory): # NOTE: This test covers multiple independent test scenarios in a single # function, because each scenario uses ~2GB of memory and we don't # want parallel test executors to accidentally run multiple of these diff --git a/lib/matplotlib/tests/test_image.py b/lib/matplotlib/tests/test_image.py index da7a198a2a94..d9eb49a745f2 100644 --- a/lib/matplotlib/tests/test_image.py +++ b/lib/matplotlib/tests/test_image.py @@ -1555,7 +1555,7 @@ def test_downsample_interpolation_stage(fig_test, fig_ref): # Fixing random state for reproducibility np.random.seed(19680801) - grid = np.random.rand(4000, 4000) + grid = np.random.rand(400, 400) ax = fig_ref.subplots() ax.imshow(grid, interpolation='auto', cmap='viridis', interpolation_stage='rgba') @@ -1583,7 +1583,7 @@ def test_rc_interpolation_stage(): 'dim, size, msg', [['row', 2**23, r'2\*\*23 columns'], ['col', 2**24, r'2\*\*24 rows']]) @check_figures_equal() -def test_large_image(fig_test, fig_ref, dim, size, msg, origin): +def test_large_image(fig_test, fig_ref, dim, size, msg, origin, high_memory): # Check that Matplotlib downsamples images that are too big for AGG # See issue #19276. Currently the fix only works for png output but not # pdf or svg output. diff --git a/lib/matplotlib/tests/test_lines.py b/lib/matplotlib/tests/test_lines.py index 8bf6fea2cdf7..a5b42d5de874 100644 --- a/lib/matplotlib/tests/test_lines.py +++ b/lib/matplotlib/tests/test_lines.py @@ -4,7 +4,6 @@ import itertools import platform -import timeit from types import SimpleNamespace from cycler import cycler @@ -31,52 +30,6 @@ def test_segment_hits(): assert_array_equal(mlines.segment_hits(cx, cy, x, y, radius), [0]) -# Runtimes on a loaded system are inherently flaky. Not so much that a rerun -# won't help, hopefully. -@pytest.mark.flaky(reruns=5) -def test_invisible_Line_rendering(): - """ - GitHub issue #1256 identified a bug in Line.draw method - - Despite visibility attribute set to False, the draw method was not - returning early enough and some pre-rendering code was executed - though not necessary. - - Consequence was an excessive draw time for invisible Line instances - holding a large number of points (Npts> 10**6) - """ - # Creates big x and y data: - N = 10**7 - x = np.linspace(0, 1, N) - y = np.random.normal(size=N) - - # Create a plot figure: - fig = plt.figure() - ax = plt.subplot() - - # Create a "big" Line instance: - l = mlines.Line2D(x, y) - l.set_visible(False) - # but don't add it to the Axis instance `ax` - - # [here Interactive panning and zooming is pretty responsive] - # Time the canvas drawing: - t_no_line = min(timeit.repeat(fig.canvas.draw, number=1, repeat=3)) - # (gives about 25 ms) - - # Add the big invisible Line: - ax.add_line(l) - - # [Now interactive panning and zooming is very slow] - # Time the canvas drawing: - t_invisible_line = min(timeit.repeat(fig.canvas.draw, number=1, repeat=3)) - # gives about 290 ms for N = 10**7 pts - - slowdown_factor = t_invisible_line / t_no_line - slowdown_threshold = 2 # trying to avoid false positive failures - assert slowdown_factor < slowdown_threshold - - def test_set_line_coll_dash(): fig, ax = plt.subplots() np.random.seed(0) diff --git a/lib/matplotlib/tests/test_simplification.py b/lib/matplotlib/tests/test_simplification.py index 41d01addd622..98d3728b1d34 100644 --- a/lib/matplotlib/tests/test_simplification.py +++ b/lib/matplotlib/tests/test_simplification.py @@ -455,7 +455,7 @@ def test_start_with_moveto(): assert segs[0][1] == Path.MOVETO -def test_throw_rendering_complexity_exceeded(): +def test_throw_rendering_complexity_exceeded(high_memory): plt.rcParams['path.simplify'] = False xx = np.arange(2_000_000) yy = np.random.rand(2_000_000) diff --git a/lib/mpl_toolkits/axes_grid1/tests/conftest.py b/lib/mpl_toolkits/axes_grid1/tests/conftest.py index 61c2de3e07ba..12eaac9ce2f4 100644 --- a/lib/mpl_toolkits/axes_grid1/tests/conftest.py +++ b/lib/mpl_toolkits/axes_grid1/tests/conftest.py @@ -1,2 +1,3 @@ -from matplotlib.testing.conftest import (mpl_test_settings, # noqa - pytest_configure, pytest_unconfigure) +from matplotlib.testing.conftest import ( # noqa + pytest_configure, pytest_unconfigure, + high_memory, mpl_test_settings) diff --git a/lib/mpl_toolkits/axisartist/tests/conftest.py b/lib/mpl_toolkits/axisartist/tests/conftest.py index 61c2de3e07ba..12eaac9ce2f4 100644 --- a/lib/mpl_toolkits/axisartist/tests/conftest.py +++ b/lib/mpl_toolkits/axisartist/tests/conftest.py @@ -1,2 +1,3 @@ -from matplotlib.testing.conftest import (mpl_test_settings, # noqa - pytest_configure, pytest_unconfigure) +from matplotlib.testing.conftest import ( # noqa + pytest_configure, pytest_unconfigure, + high_memory, mpl_test_settings) diff --git a/lib/mpl_toolkits/mplot3d/tests/conftest.py b/lib/mpl_toolkits/mplot3d/tests/conftest.py index 61c2de3e07ba..12eaac9ce2f4 100644 --- a/lib/mpl_toolkits/mplot3d/tests/conftest.py +++ b/lib/mpl_toolkits/mplot3d/tests/conftest.py @@ -1,2 +1,3 @@ -from matplotlib.testing.conftest import (mpl_test_settings, # noqa - pytest_configure, pytest_unconfigure) +from matplotlib.testing.conftest import ( # noqa + pytest_configure, pytest_unconfigure, + high_memory, mpl_test_settings) From 62730924e9d6f07926f7c3017b8ba63067a57af9 Mon Sep 17 00:00:00 2001 From: Hannah Date: Mon, 9 Feb 2026 16:10:23 -0500 Subject: [PATCH 251/329] AI disclosure --- .github/PULL_REQUEST_TEMPLATE.md | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md index bf483dbdd4f4..06cd0d2fd3bf 100644 --- a/.github/PULL_REQUEST_TEMPLATE.md +++ b/.github/PULL_REQUEST_TEMPLATE.md @@ -14,13 +14,15 @@ Additionally, please summarize the changes in the title, for example "Raise Valu non-numeric input to set_xlim" and avoid non-descriptive titles such as "Addresses issue #8576". -If possible, please provide a minimum self-contained example. If you have used -generative AI as an aid in preparing this PR, see +If possible, please provide a minimum self-contained example. +--> +## AI Disclosure + - ## PR checklist From b07312cab850db2ab198eca45b20688e909c65a0 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 23 Feb 2026 20:54:30 +0000 Subject: [PATCH 252/329] Bump the actions group with 2 updates Bumps the actions group with 2 updates: [github/codeql-action](https://github.com/github/codeql-action) and [actions/stale](https://github.com/actions/stale). Updates `github/codeql-action` from 4.32.3 to 4.32.4 - [Release notes](https://github.com/github/codeql-action/releases) - [Changelog](https://github.com/github/codeql-action/blob/main/CHANGELOG.md) - [Commits](https://github.com/github/codeql-action/compare/9e907b5e64f6b83e7804b09294d44122997950d6...89a39a4e59826350b863aa6b6252a07ad50cf83e) Updates `actions/stale` from 10.1.1 to 10.2.0 - [Release notes](https://github.com/actions/stale/releases) - [Changelog](https://github.com/actions/stale/blob/main/CHANGELOG.md) - [Commits](https://github.com/actions/stale/compare/997185467fa4f803885201cee163a9f38240193d...b5d41d4e1d5dceea10e7104786b73624c18a190f) --- updated-dependencies: - dependency-name: github/codeql-action dependency-version: 4.32.4 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: actions - dependency-name: actions/stale dependency-version: 10.2.0 dependency-type: direct:production update-type: version-update:semver-minor dependency-group: actions ... Signed-off-by: dependabot[bot] --- .github/workflows/codeql-analysis.yml | 4 ++-- .github/workflows/stale-tidy.yml | 2 +- .github/workflows/stale.yml | 2 +- 3 files changed, 4 insertions(+), 4 deletions(-) diff --git a/.github/workflows/codeql-analysis.yml b/.github/workflows/codeql-analysis.yml index 18a659e43459..fcd5a66e2c8f 100644 --- a/.github/workflows/codeql-analysis.yml +++ b/.github/workflows/codeql-analysis.yml @@ -32,7 +32,7 @@ jobs: persist-credentials: false - name: Initialize CodeQL - uses: github/codeql-action/init@9e907b5e64f6b83e7804b09294d44122997950d6 # v4.32.3 + uses: github/codeql-action/init@89a39a4e59826350b863aa6b6252a07ad50cf83e # v4.32.4 with: languages: ${{ matrix.language }} @@ -43,4 +43,4 @@ jobs: pip install --user -v . - name: Perform CodeQL Analysis - uses: github/codeql-action/analyze@9e907b5e64f6b83e7804b09294d44122997950d6 # v4.32.3 + uses: github/codeql-action/analyze@89a39a4e59826350b863aa6b6252a07ad50cf83e # v4.32.4 diff --git a/.github/workflows/stale-tidy.yml b/.github/workflows/stale-tidy.yml index 1d0d42ce761b..2212c8fe0815 100644 --- a/.github/workflows/stale-tidy.yml +++ b/.github/workflows/stale-tidy.yml @@ -9,7 +9,7 @@ jobs: if: github.repository == 'matplotlib/matplotlib' runs-on: ubuntu-latest steps: - - uses: actions/stale@997185467fa4f803885201cee163a9f38240193d # v10.1.1 + - uses: actions/stale@b5d41d4e1d5dceea10e7104786b73624c18a190f # v10.2.0 with: repo-token: ${{ secrets.GITHUB_TOKEN }} operations-per-run: 300 diff --git a/.github/workflows/stale.yml b/.github/workflows/stale.yml index a61a0b2e92c8..91ffc82f8b70 100644 --- a/.github/workflows/stale.yml +++ b/.github/workflows/stale.yml @@ -9,7 +9,7 @@ jobs: if: github.repository == 'matplotlib/matplotlib' runs-on: ubuntu-latest steps: - - uses: actions/stale@997185467fa4f803885201cee163a9f38240193d # v10.1.1 + - uses: actions/stale@b5d41d4e1d5dceea10e7104786b73624c18a190f # v10.2.0 with: repo-token: ${{ secrets.GITHUB_TOKEN }} operations-per-run: 20 From cb63559d6115d20dcdb58f64fc2b4e9ebc963639 Mon Sep 17 00:00:00 2001 From: Antony Lee Date: Mon, 23 Feb 2026 22:41:41 +0100 Subject: [PATCH 253/329] Remove use of the discouraged plt.imread() in the docs. (#31188) --- .../images_contours_and_fields/image_clip_path.py | 6 ++++-- .../examples/images_contours_and_fields/image_demo.py | 5 +++-- galleries/examples/misc/demo_ribbon_box.py | 7 +++++-- .../text_labels_and_annotations/demo_text_path.py | 9 +++++---- .../text_labels_and_annotations/mathtext_asarray.py | 7 +++++-- galleries/examples/user_interfaces/mplcvd.py | 4 ++-- 6 files changed, 24 insertions(+), 14 deletions(-) diff --git a/galleries/examples/images_contours_and_fields/image_clip_path.py b/galleries/examples/images_contours_and_fields/image_clip_path.py index d66ec535b1c3..d2c221b725e7 100644 --- a/galleries/examples/images_contours_and_fields/image_clip_path.py +++ b/galleries/examples/images_contours_and_fields/image_clip_path.py @@ -5,13 +5,15 @@ Demo of image that's been clipped by a circular patch. """ + +from PIL import Image + import matplotlib.pyplot as plt import matplotlib.cbook as cbook import matplotlib.patches as patches -with cbook.get_sample_data('grace_hopper.jpg') as image_file: - image = plt.imread(image_file) +image = Image.open(cbook.get_sample_data("grace_hopper.jpg")) fig, ax = plt.subplots() im = ax.imshow(image) diff --git a/galleries/examples/images_contours_and_fields/image_demo.py b/galleries/examples/images_contours_and_fields/image_demo.py index 4111adfa2c4e..768eedb20778 100644 --- a/galleries/examples/images_contours_and_fields/image_demo.py +++ b/galleries/examples/images_contours_and_fields/image_demo.py @@ -8,6 +8,8 @@ functionality of imshow and the many images you can create. """ +from PIL import Image + import matplotlib.pyplot as plt import numpy as np @@ -40,8 +42,7 @@ # It is also possible to show images of pictures. # A sample image -with cbook.get_sample_data('grace_hopper.jpg') as image_file: - image = plt.imread(image_file) +image = Image.open(cbook.get_sample_data("grace_hopper.jpg")) # And another image, using 256x256 16-bit integers. w, h = 256, 256 diff --git a/galleries/examples/misc/demo_ribbon_box.py b/galleries/examples/misc/demo_ribbon_box.py index 5400a2a0063e..bedea86edcea 100644 --- a/galleries/examples/misc/demo_ribbon_box.py +++ b/galleries/examples/misc/demo_ribbon_box.py @@ -5,6 +5,8 @@ """ +from PIL import Image + import matplotlib.pyplot as plt import numpy as np @@ -16,8 +18,9 @@ class RibbonBox: - original_image = plt.imread( - cbook.get_sample_data("Minduka_Present_Blue_Pack.png")) + # Image.open reads this image as 8-bit; divide by 255 to convert to 0-1. + original_image = np.asarray(Image.open( + cbook.get_sample_data("Minduka_Present_Blue_Pack.png"))) / 255 cut_location = 70 b_and_h = original_image[:, :, 2:3] color = original_image[:, :, 2:3] - original_image[:, :, 0:1] diff --git a/galleries/examples/text_labels_and_annotations/demo_text_path.py b/galleries/examples/text_labels_and_annotations/demo_text_path.py index ae79ff937093..7110d1807ea2 100644 --- a/galleries/examples/text_labels_and_annotations/demo_text_path.py +++ b/galleries/examples/text_labels_and_annotations/demo_text_path.py @@ -3,11 +3,12 @@ Using a text as a Path ====================== -`~matplotlib.text.TextPath` creates a `.Path` that is the outline of the -characters of a text. The resulting path can be employed e.g. as a clip path -for an image. +`.TextPath` creates a `.Path` that is the outline of the characters of a text. +The resulting path can be employed e.g. as a clip path for an image. """ +from PIL import Image + import matplotlib.pyplot as plt import numpy as np @@ -50,7 +51,7 @@ def draw(self, renderer=None): # EXAMPLE 1 - arr = plt.imread(get_sample_data("grace_hopper.jpg")) + arr = Image.open(get_sample_data("grace_hopper.jpg")) text_path = TextPath((0, 0), "!?", size=150) p = PathClippedImagePatch(text_path, arr, ec="k") diff --git a/galleries/examples/text_labels_and_annotations/mathtext_asarray.py b/galleries/examples/text_labels_and_annotations/mathtext_asarray.py index 3c8a763451ea..b16ceee1c4b4 100644 --- a/galleries/examples/text_labels_and_annotations/mathtext_asarray.py +++ b/galleries/examples/text_labels_and_annotations/mathtext_asarray.py @@ -6,7 +6,10 @@ from io import BytesIO +from PIL import Image + import matplotlib.pyplot as plt +import numpy as np from matplotlib.figure import Figure from matplotlib.transforms import IdentityTransform @@ -17,7 +20,7 @@ def text_to_rgba(s, *, dpi, **kwargs): # - draw it on an empty and transparent figure; # - save the figure to a temporary buffer using ``bbox_inches="tight", # pad_inches=0`` which will pick the correct area to save; - # - load the buffer using ``plt.imread``. + # - load the buffer using ``PIL.Image.open``. # # (If desired, one can also directly save the image to the filesystem.) fig = Figure(facecolor="none") @@ -26,7 +29,7 @@ def text_to_rgba(s, *, dpi, **kwargs): fig.savefig(buf, dpi=dpi, format="png", bbox_inches="tight", pad_inches=0) buf.seek(0) - rgba = plt.imread(buf) + rgba = np.asarray(Image.open(buf)) return rgba diff --git a/galleries/examples/user_interfaces/mplcvd.py b/galleries/examples/user_interfaces/mplcvd.py index 78decd8a4927..967cb7a38779 100644 --- a/galleries/examples/user_interfaces/mplcvd.py +++ b/galleries/examples/user_interfaces/mplcvd.py @@ -10,6 +10,7 @@ import functools from pathlib import Path +from PIL import Image import colorspacious import numpy as np @@ -289,8 +290,7 @@ def _setup_wx(tb): fig.colorbar(imt) # A sample image - with cbook.get_sample_data('grace_hopper.jpg') as image_file: - photo = plt.imread(image_file) + photo = Image.open(cbook.get_sample_data("grace_hopper.jpg")) axd['photo'].imshow(photo) th = np.linspace(0, 2*np.pi, 1024) From 371fcb29cd7a8ac71f613af30f0c7fcecc9dde68 Mon Sep 17 00:00:00 2001 From: Scott Shambaugh <14363975+scottshambaugh@users.noreply.github.com> Date: Tue, 24 Feb 2026 21:50:15 -0700 Subject: [PATCH 254/329] Update lib/matplotlib/text.py Co-authored-by: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> --- lib/matplotlib/text.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/lib/matplotlib/text.py b/lib/matplotlib/text.py index c4c960757215..02c9e5d08449 100644 --- a/lib/matplotlib/text.py +++ b/lib/matplotlib/text.py @@ -1063,8 +1063,8 @@ def get_window_extent(self, renderer=None, dpi=None): def get_tightbbox(self, renderer=None): # Exclude text at data coordinates outside the valid domain of the axes # scales (e.g., negative coordinates with a log scale). - if (self._outside_axes_domain(*self.get_unitless_position()) - and self.get_transform() == self.axes.transData): + if (self.axes and self.get_transform() == self.axes.transData # text is a data Artist + and self._outside_axes_domain(*self.get_unitless_position())): return Bbox.null() return super().get_tightbbox(renderer) From c224d484330cff6d58f6d1fbdc65e31093786059 Mon Sep 17 00:00:00 2001 From: "Albert Y. Shih" Date: Wed, 25 Feb 2026 07:02:47 -0500 Subject: [PATCH 255/329] Avoid using pyplot for check_figures_equal (#31076) * Avoid using pyplot for check_figures_equal * Fix tests * Add a check for both figures being empty * Fix tests for empty-figure check * Add suggested comment * Revise comment about cairo backend --- lib/matplotlib/testing/decorators.py | 37 ++++++++++------------ lib/matplotlib/tests/test_backend_cairo.py | 5 +++ lib/matplotlib/tests/test_colorbar.py | 9 +++--- lib/matplotlib/tests/test_image.py | 4 ++- lib/matplotlib/tests/test_polar.py | 4 +-- lib/matplotlib/tests/test_testing.py | 16 +++------- 6 files changed, 36 insertions(+), 39 deletions(-) diff --git a/lib/matplotlib/testing/decorators.py b/lib/matplotlib/testing/decorators.py index 17509449e768..b26f3ed4a446 100644 --- a/lib/matplotlib/testing/decorators.py +++ b/lib/matplotlib/testing/decorators.py @@ -15,6 +15,7 @@ import matplotlib.units import matplotlib.testing from matplotlib import _pylab_helpers, cbook, ft2font, pyplot as plt, ticker +from matplotlib.figure import Figure from .compare import comparable_formats, compare_images, make_test_filename from .exceptions import ImageComparisonFailure @@ -410,27 +411,21 @@ def wrapper(*args, ext, request, **kwargs): file_name = "".join(c for c in request.node.name if c in ALLOWED_CHARS) - try: - fig_test = plt.figure("test") - fig_ref = plt.figure("reference") - with _collect_new_figures() as figs: - func(*args, fig_test=fig_test, fig_ref=fig_ref, **kwargs) - if figs: - raise RuntimeError('Number of open figures changed during ' - 'test. Make sure you are plotting to ' - 'fig_test or fig_ref, or if this is ' - 'deliberate explicitly close the ' - 'new figure(s) inside the test.') - test_image_path = result_dir / (file_name + "." + ext) - ref_image_path = result_dir / (file_name + "-expected." + ext) - fig_test.savefig(test_image_path) - fig_ref.savefig(ref_image_path) - _raise_on_image_difference( - ref_image_path, test_image_path, tol=tol - ) - finally: - plt.close(fig_test) - plt.close(fig_ref) + fig_test = Figure() + fig_ref = Figure() + func(*args, fig_test=fig_test, fig_ref=fig_ref, **kwargs) + if len(fig_test.get_children()) == 1 and len(fig_ref.get_children()) == 1: + # no artists have been added. The only child is fig.patch. + raise RuntimeError("Both figures are empty. Make sure you are " + "plotting to fig_test or fig_ref.") + + test_image_path = result_dir / (file_name + "." + ext) + ref_image_path = result_dir / (file_name + "-expected." + ext) + fig_test.savefig(test_image_path) + fig_ref.savefig(ref_image_path) + _raise_on_image_difference( + ref_image_path, test_image_path, tol=tol + ) parameters = [ param diff --git a/lib/matplotlib/tests/test_backend_cairo.py b/lib/matplotlib/tests/test_backend_cairo.py index c5712cc50d5b..4eaa8fc1ca3c 100644 --- a/lib/matplotlib/tests/test_backend_cairo.py +++ b/lib/matplotlib/tests/test_backend_cairo.py @@ -2,6 +2,7 @@ import pytest +import matplotlib.pyplot as plt from matplotlib.testing.decorators import check_figures_equal from matplotlib import ( collections as mcollections, patches as mpatches, path as mpath) @@ -46,3 +47,7 @@ def test_patch_alpha_coloring(fig_test, fig_ref): facecolor=(1, 0, 0, 0.5), edgecolor=(0, 0, 1, 0.75)) ax.add_collection(col) + + # Have pyplot manage the figures to ensure the cairo backend is used + plt.figure(fig_ref) + plt.figure(fig_test) diff --git a/lib/matplotlib/tests/test_colorbar.py b/lib/matplotlib/tests/test_colorbar.py index f28ecb2d9bce..77ff797be11d 100644 --- a/lib/matplotlib/tests/test_colorbar.py +++ b/lib/matplotlib/tests/test_colorbar.py @@ -895,11 +895,12 @@ def test_twoslope_colorbar(): fig.colorbar(pc) -@check_figures_equal() -def test_remove_cb_whose_mappable_has_no_figure(fig_ref, fig_test): - ax = fig_test.add_subplot() - cb = fig_test.colorbar(cm.ScalarMappable(), cax=ax) +def test_remove_cb_whose_mappable_has_no_figure(): + fig, ax = plt.subplots() + assert fig.get_axes() != [] + cb = fig.colorbar(cm.ScalarMappable(), cax=ax) cb.remove() + assert fig.get_axes() == [] def test_aspects(): diff --git a/lib/matplotlib/tests/test_image.py b/lib/matplotlib/tests/test_image.py index d9eb49a745f2..02af308963a3 100644 --- a/lib/matplotlib/tests/test_image.py +++ b/lib/matplotlib/tests/test_image.py @@ -1602,7 +1602,9 @@ def test_large_image(fig_test, fig_ref, dim, size, msg, origin, high_memory): with pytest.warns(UserWarning, match=f'Data with more than {msg} cannot be ' 'accurately displayed.'): - fig_test.canvas.draw() + with io.BytesIO() as buffer: + # Write to a buffer to trigger the warning + fig_test.savefig(buffer) array = np.zeros((1, size // 2 + 1)) array[:, array.size // 2:] = 1 diff --git a/lib/matplotlib/tests/test_polar.py b/lib/matplotlib/tests/test_polar.py index 4cbb099e3293..f688f384479b 100644 --- a/lib/matplotlib/tests/test_polar.py +++ b/lib/matplotlib/tests/test_polar.py @@ -117,7 +117,7 @@ def test_polar_units_1(fig_test, fig_ref): xs = [30.0, 45.0, 60.0, 90.0] ys = [1.0, 2.0, 3.0, 4.0] - plt.figure(fig_test.number) + plt.figure(fig_test) plt.polar([x * units.deg for x in xs], ys) ax = fig_ref.add_subplot(projection="polar") @@ -134,7 +134,7 @@ def test_polar_units_2(fig_test, fig_ref): ys = [1.0, 2.0, 3.0, 4.0] ys_km = [y * units.km for y in ys] - plt.figure(fig_test.number) + plt.figure(fig_test) # test {theta,r}units. plt.polar(xs_deg, ys_km, thetaunits="rad", runits="km") assert isinstance(plt.gca().xaxis.get_major_formatter(), diff --git a/lib/matplotlib/tests/test_testing.py b/lib/matplotlib/tests/test_testing.py index c438c54d26fa..5c6bbf8ccc61 100644 --- a/lib/matplotlib/tests/test_testing.py +++ b/lib/matplotlib/tests/test_testing.py @@ -2,7 +2,6 @@ import pytest -import matplotlib.pyplot as plt from matplotlib.testing.decorators import check_figures_equal @@ -17,6 +16,8 @@ def test_warn_to_fail(): @check_figures_equal() @pytest.mark.parametrize("b", [1]) def test_parametrize_with_check_figure_equal(a, fig_ref, b, fig_test): + fig_ref.add_subplot() + fig_test.add_subplot() assert a == b @@ -28,14 +29,7 @@ def should_fail(test, ref): @pytest.mark.xfail(raises=RuntimeError, strict=True, - reason='Test for check_figures_equal test creating ' - 'new figures') + reason="Both figures are empty") @check_figures_equal() -def test_check_figures_equal_extra_fig(fig_test, fig_ref): - plt.figure() - - -@check_figures_equal() -def test_check_figures_equal_closed_fig(fig_test, fig_ref): - fig = plt.figure() - plt.close(fig) +def test_check_figures_equal_empty_figs(fig_test, fig_ref): + pass From 2bed91eeb213a1d6fe3e0fbbe76e297a8e496096 Mon Sep 17 00:00:00 2001 From: Hannah Date: Sun, 15 Feb 2026 18:45:03 -0500 Subject: [PATCH 256/329] added contrib timeline + complexity + funnel into ncm + use direct translations Co-authored-by: Ruth Comer <10599679+rcomer@users.noreply.github.com> Co-authored-by: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> --- doc/devel/contribute.rst | 21 ++++++++++++++++----- 1 file changed, 16 insertions(+), 5 deletions(-) diff --git a/doc/devel/contribute.rst b/doc/devel/contribute.rst index b4d13dbd84fe..8033f31c5260 100644 --- a/doc/devel/contribute.rst +++ b/doc/devel/contribute.rst @@ -62,10 +62,12 @@ Ways to contribute Understanding the entire codebase is a long-term project, and nobody expects you to do this right away. If you are determined to get started with - Matplotlib and want to learn, going through the basic functionality, - choosing something to focus on (3d, testing, documentation, animations, etc.) - and gaining context on this area by reading the issues and pull requests - touching these subjects is a reasonable approach. + Matplotlib and want to learn, go through the basic functionality and choose + something to focus on related to your interests, for example 3d, testing, + documentation, or animations. Please gain understanding and context of this area + by reading the issues and pull requests touching these subjects and then reach out + to us at the :ref:`new contributor ` meeting or discourse + channel (incubator) to discuss what you would like to work on. .. _contribute_code: @@ -196,6 +198,10 @@ We expect authentic engagement in our community. - If you use generative AI tools as an aid in developing code or documentation changes, ensure that you fully understand the proposed changes and can explain why they are the correct approach. +- If you use AI for translation or grammar correction, please keep the wording as close + as possible to the original wording. It is much easier to come to a mutual + understanding when we are working off a direct translation of your words/thoughts + rather than a text an LLM may have embellished with possibly spurious information. Make sure you have added value based on your personal competency to your contributions. Just taking some input, feeding it to an AI and posting the @@ -292,7 +298,12 @@ guide you through each step: & `"Good first Issue" `_ (optional). 3. Click on an issue you would like to work on, and check to see if the issue has a pull request opened to resolve it. - * A good way to judge if you chose a suitable issue is by asking yourself, "Can I independently submit a PR in 1-2 weeks?" + * A good way to judge if you chose a suitable issue is by asking yourself, "Can I + independently submit a PR in a reasonable time frame?" This should (at most) + be a few days for an easy issue. If it takes longer, let us know why. + * If you are new to open source, we strongly recommend that you do not choose a + complicated issue for your first contribution - please ask in the incubator + channel if you need help gauging the complexity of the work. 4. Check existing pull requests (e.g., :ghpull:`28476`) and filter by the issue number to make sure the issue is not in progress: * If the issue has a pull request (is in progress), tag the user working on the issue, and ask to collaborate (optional). From 3eb9d14429fd876fc59f1ae5dbd9cc6755bd20b4 Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Tue, 24 Feb 2026 21:40:50 -0700 Subject: [PATCH 257/329] Document which files need to be updated for new rcparams Add rcparams to the API change docs Remove instructions from matplotlibrc --- doc/devel/api_changes.rst | 14 ++++++++++++++ doc/release/next_whats_new/README.rst | 4 ++-- lib/matplotlib/rcsetup.py | 3 ++- 3 files changed, 18 insertions(+), 3 deletions(-) diff --git a/doc/devel/api_changes.rst b/doc/devel/api_changes.rst index 5fed9f683a48..6880cf10ae62 100644 --- a/doc/devel/api_changes.rst +++ b/doc/devel/api_changes.rst @@ -32,6 +32,20 @@ take particular care when adding new API: __ https://emptysqua.re/blog/api-evolution-the-right-way/#adding-parameters +Add new rcParams +^^^^^^^^^^^^^^^^ + +When adding a new rcParam, the following files must be updated: + +1. :file:`lib/matplotlib/rcsetup.py` - Add a validator entry to the + ``_validators`` dict and a corresponding ``_Param`` entry with default value + and description. +2. :file:`lib/matplotlib/mpl-data/matplotlibrc` - Add a commented-out entry + showing the default value. +3. :file:`lib/matplotlib/typing.py` - Add the key to the ``RcKeyType`` Literal + so that it is recognized as a valid rcParam key. + + Add or change colormaps, color sequences, and styles ---------------------------------------------------- Visual changes are considered an API break. Therefore, we generally do not modify diff --git a/doc/release/next_whats_new/README.rst b/doc/release/next_whats_new/README.rst index 1a7039a4a5db..e87efc9b6f74 100644 --- a/doc/release/next_whats_new/README.rst +++ b/doc/release/next_whats_new/README.rst @@ -11,8 +11,8 @@ Instructions for writing "What's new" entries ============================================= .. whats-new-guide-start -Each new feature (e.g. function, parameter, config value, behavior, ...) must -be described through a "What's new" entry. +Each new feature (e.g. function, parameter, rcParam, config value, behavior, +...) must be described through a "What's new" entry. Each entry is written into a separate file in the :file:`doc/release/next_whats_new/` directory. They are sorted and merged into diff --git a/lib/matplotlib/rcsetup.py b/lib/matplotlib/rcsetup.py index e0867fc3d999..1f006d0615aa 100644 --- a/lib/matplotlib/rcsetup.py +++ b/lib/matplotlib/rcsetup.py @@ -10,7 +10,8 @@ The default values of the rc settings are set in the default matplotlibrc file. Any additions or deletions to the parameter set listed here should also be propagated to the :file:`lib/matplotlib/mpl-data/matplotlibrc` in Matplotlib's -root source directory. +root source directory. New rcparams also need to be added to the RcKeyType enum +in :file:`lib/matplotlib/typing.py`. """ From d1bd978aa28cd21352e888016c913f457766559a Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Wed, 25 Feb 2026 15:34:36 -0700 Subject: [PATCH 258/329] Move domain check to axes --- lib/matplotlib/artist.py | 17 ----------------- lib/matplotlib/axes/_base.py | 14 ++++++++++++++ lib/matplotlib/text.py | 5 +++-- 3 files changed, 17 insertions(+), 19 deletions(-) diff --git a/lib/matplotlib/artist.py b/lib/matplotlib/artist.py index 6e64d36c5765..5c7d68557e0f 100644 --- a/lib/matplotlib/artist.py +++ b/lib/matplotlib/artist.py @@ -375,23 +375,6 @@ def get_window_extent(self, renderer=None): """ return Bbox([[0, 0], [0, 0]]) - def _outside_axes_domain(self, x, y): - """ - Check if the data point (x, y) is outside the valid domain of the axes - scales. - - Returns True if the artist is in an Axes but the point is outside its - data range (eg. negative coordinates with a log scale). - """ - ax = self.axes - if ax is None: - return False - for val, axis in [(x, ax.xaxis), (y, ax.yaxis)]: - vmin, vmax = axis.limit_range_for_scale(val, val) - if vmin != val or vmax != val: - return True - return False - def get_tightbbox(self, renderer=None): """ Get the artist's bounding box in display space, taking clipping into account. diff --git a/lib/matplotlib/axes/_base.py b/lib/matplotlib/axes/_base.py index ecff24540690..b8d6d74403f0 100644 --- a/lib/matplotlib/axes/_base.py +++ b/lib/matplotlib/axes/_base.py @@ -2443,6 +2443,20 @@ def _add_text(self, txt): self.stale = True return txt + def _point_in_data_domain(self, x, y): + """ + Check if the data point (x, y) is within the valid domain of the axes + scales. + + Returns False if the point is outside the data range + (e.g. negative coordinates with a log scale). + """ + for val, axis in [(x, self.xaxis), (y, self.yaxis)]: + vmin, vmax = axis.limit_range_for_scale(val, val) + if vmin != val or vmax != val: + return False + return True + def _update_line_limits(self, line): """ Figures out the data limit of the given line, updating `.Axes.dataLim`. diff --git a/lib/matplotlib/text.py b/lib/matplotlib/text.py index 02c9e5d08449..7422affab2cb 100644 --- a/lib/matplotlib/text.py +++ b/lib/matplotlib/text.py @@ -1063,8 +1063,9 @@ def get_window_extent(self, renderer=None, dpi=None): def get_tightbbox(self, renderer=None): # Exclude text at data coordinates outside the valid domain of the axes # scales (e.g., negative coordinates with a log scale). - if (self.axes and self.get_transform() == self.axes.transData # text is a data Artist - and self._outside_axes_domain(*self.get_unitless_position())): + if (self.axes + and self.get_transform() == self.axes.transData + and not self.axes._point_in_data_domain(*self.get_unitless_position())): return Bbox.null() return super().get_tightbbox(renderer) From 8cf4cd4a8742f0cc5a2857b3312ca8083554ca7f Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Wed, 25 Feb 2026 23:47:15 +0100 Subject: [PATCH 259/329] DOC: Add sections to rcParams documentation --- doc/sphinxext/rcparams.py | 29 ++++++--- lib/matplotlib/rcsetup.py | 86 ++++++++++++++++++++++++++- lib/matplotlib/tests/test_rcparams.py | 6 +- 3 files changed, 108 insertions(+), 13 deletions(-) diff --git a/doc/sphinxext/rcparams.py b/doc/sphinxext/rcparams.py index f5b18d6bf621..71bffe83a40c 100644 --- a/doc/sphinxext/rcparams.py +++ b/doc/sphinxext/rcparams.py @@ -19,15 +19,26 @@ def run(self): self.state.document.settings.env.note_dependency(__file__) self.state.document.settings.env.note_dependency(rcsetup.__file__) lines = [] - for param in rcsetup._params: - if param.name[0] == '_': - continue - lines += [ - f'.. _rcparam_{param.name.replace(".", "_")}:', - '', - f'{param.name}: ``{param.default!r}``', - f' {param.description if param.description else "*no description*"}' - ] + for elem in rcsetup._DEFINITION: + if isinstance(elem, (rcsetup._Section, rcsetup._Subsection)): + title_char = '-' if isinstance(elem, rcsetup._Section) else '~' + lines += [ + '', + elem.title, + title_char * len(elem.title), + '', + elem.description or "", + '', + ] + elif isinstance(elem, rcsetup._Param): + if elem.name[0] == '_': + continue + lines += [ + f'.. _rcparam_{elem.name.replace(".", "_")}:', + '', + f'{elem.name}: ``{elem.default!r}``', + f' {elem.description if elem.description else "*no description*"}' + ] self.state_machine.insert_input(lines, 'rcParams table') return [] diff --git a/lib/matplotlib/rcsetup.py b/lib/matplotlib/rcsetup.py index e0867fc3d999..78f92f63e715 100644 --- a/lib/matplotlib/rcsetup.py +++ b/lib/matplotlib/rcsetup.py @@ -1450,7 +1450,33 @@ class _Param: description: str = None -_params = [ +@dataclass +class _Section: + title: str + description: str = None + + +@dataclass +class _Subsection: + title: str + description: str = None + + +# Definition of all rcParams. This is currently only used to generate the documentation. +# +# Actual runtime values do still come from the historic sources: +# - available parameters and defaults: lib/matplotlib/mpl-data/matplotlibrc +# - validators: _validators, see above +# +# The structure and format of this definition is not fixed and may change in the future. +# It's a work-in-progress state towards a consistent and more structured definition of +# rcParams that can be used both for documentation and runtime. The goal is to +# eventually eliminate the old sources of defaults and validators and have this be the +# single source of truth. +# +# In the transition phase, consistency is ensured via tests. +_DEFINITION = [ + _Section("Backends"), _Param( "webagg.port", default=8988, @@ -1507,6 +1533,11 @@ class _Param: validator=validate_string, description="a pytz timezone string, e.g., US/Central or Europe/Paris" ), + _Section( + "Lines", + description="Default properties for line objects, such as those returned by " + "plot()." + ), _Param( "lines.linewidth", default=1.5, @@ -1627,6 +1658,7 @@ class _Param: "solely to allow old test images to remain unchanged. Set to False " "to obtain the previous behavior." ), + _Section("Patches"), _Param( "patch.linewidth", default=1.0, @@ -1661,8 +1693,10 @@ class _Param: validator=validate_bool, description="render patches in antialiased (no jaggies)" ), + _Section("Hatches"), _Param("hatch.color", "edge", _validate_color_or_edge), _Param("hatch.linewidth", 1.0, validate_float), + _Section("Boxplot"), _Param("boxplot.notch", False, validate_bool), _Param("boxplot.vertical", True, validate_bool), _Param("boxplot.whiskers", 1.5, validate_whiskers), @@ -1700,6 +1734,13 @@ class _Param: _Param("boxplot.meanprops.markersize", 6.0, validate_float), _Param("boxplot.meanprops.linestyle", "--", _validate_linestyle), _Param("boxplot.meanprops.linewidth", 1.0, validate_float), + _Section( + "Font", + description="The font properties used by `text.Text` " + "See https://matplotlib.org/stable/api/font_manager_api.html for " + "more information on font properties. The 6 font properties used " + "for font matching are given below with their default values." + ), _Param("font.family", ["sans-serif"], validate_stringlist), _Param("font.style", "normal", validate_string), _Param("font.variant", "normal", validate_string), @@ -1755,6 +1796,7 @@ class _Param: "appended to all font selections. This ensures that there will " "always be a glyph displayed." ), + _Section("Text properties"), _Param( "text.color", default="black", @@ -1808,6 +1850,7 @@ class _Param: description="Use mathtext if there is an even number of unescaped dollar signs." ), + _Section("Mathtext and LaTeX"), _Param( "text.usetex", default=False, @@ -1866,6 +1909,7 @@ class _Param: 'names, including the special name "regular" for the same font ' 'used in regular text.', ), + _Section("Axes"), _Param( "axes.facecolor", default="white", @@ -2077,12 +2121,14 @@ class _Param: '"round_numbers", after application of margins, axis limits are ' 'further expanded to the nearest "round" number.', ), + _Subsection("Polar Axes"), _Param( "polaraxes.grid", default=True, validator=validate_bool, description="display grid on polar axes" ), + _Subsection("3D Axes"), _Param( "axes3d.grid", default=True, @@ -2143,6 +2189,7 @@ class _Param: description="trackball border width, in units of the Axes bbox (only for " "'sphere' and 'arcball' style)" ), + _Section("Axis"), _Param( "xaxis.labellocation", default="center", @@ -2155,6 +2202,14 @@ class _Param: validator=["bottom", "center", "top"], description="alignment of the yaxis label: {bottom, top, center}" ), + _Section( + "Dates", + description="Default properties for date tick labels. These are used by the " + "`.AutoDateFormatter` when the appropriate time unit is detected." + "See " + "https://matplotlib.org/stable/api/dates_api.html#date-formatters " + "for more information." + ), _Param("date.autoformatter.year", "%Y", validate_string), _Param("date.autoformatter.month", "%Y-%m", validate_string), _Param("date.autoformatter.day", "%Y-%m-%d", validate_string), @@ -2180,6 +2235,7 @@ class _Param: validator=validate_bool, description="For auto converter whether to use interval_multiples" ), + _Section("Ticks"), _Param( "xtick.top", default=False, @@ -2430,6 +2486,7 @@ class _Param: ["center", "top", "bottom", "baseline", "center_baseline"], description="alignment of yticks" ), + _Section("Grid"), _Param( "grid.color", default="#b0b0b0", @@ -2502,6 +2559,7 @@ class _Param: validator=validate_float_or_None, description="If None defaults to grid.alpha" ), + _Section("Legend"), _Param( "legend.loc", default="best", @@ -2626,6 +2684,7 @@ class _Param: default=2.0, validator=validate_float, description="column separation" ), + _Section("Figure"), _Param( "figure.titlesize", default="large", @@ -2777,6 +2836,7 @@ class _Param: "figure.subplot.wspace) as constrained_layout already takes " "surrounding texts (titles, labels, # ticklabels) into account." ), + _Section("Images"), _Param( "image.aspect", default="equal", @@ -2825,6 +2885,7 @@ class _Param: "single composite image before saving a figure as a vector " "graphics file, such as a PDF." ), + _Section("Contour plots"), _Param( "contour.negative_linestyle", default="dashed", @@ -2849,18 +2910,21 @@ class _Param: validator=["mpl2005", "mpl2014", "serial", "threaded"], description="{mpl2005, mpl2014, serial, threaded}" ), + _Section("Errorbar plots"), _Param( "errorbar.capsize", default=0.0, validator=validate_float, description="length of end cap on error bars in pixels" ), + _Section("Histogram plots"), _Param( "hist.bins", default=10, validator=validate_hist_bins, description="The default number of histogram bins or 'auto'." ), + _Section("Scatter plots"), _Param( "scatter.marker", default="o", @@ -2873,6 +2937,7 @@ class _Param: validator=validate_string, description="The default edge colors for scatter plots." ), + _Section("AGG rendering"), _Param( "agg.path.chunksize", default=0, @@ -2883,6 +2948,7 @@ class _Param: "cause minor artifacts, though. A value of 20000 is probably a " "good starting point." ), + _Section("Paths"), _Param( "path.simplify", default=True, @@ -2922,6 +2988,7 @@ class _Param: default=[], validator=validate_anylist ), + _Section("Saving figures"), _Param( "savefig.dpi", default="figure", @@ -2980,6 +3047,7 @@ class _Param: validator=["landscape", "portrait"], description="orientation of saved figure, for PostScript output only" ), + _Subsection("Mac OSX backend parameters"), _Param( "macosx.window_mode", default="system", @@ -2987,12 +3055,14 @@ class _Param: description="How to open new figures (system, tab, window) system uses " "the MacOS system preferences" ), + _Subsection("Tk backend parameters"), _Param( "tk.window_focus", default=False, validator=validate_bool, description="Maintain shell focus for TkAgg" ), + _Subsection("PS backend parameters"), _Param( "ps.papersize", default="letter", @@ -3028,6 +3098,7 @@ class _Param: validator=validate_fonttype, description="Output Type 3 (Type3) or Type 42 (TrueType)" ), + _Subsection("PDF backend parameters"), _Param( "pdf.compression", default=6, @@ -3050,6 +3121,7 @@ class _Param: default=False, validator=validate_bool ), + _Subsection("SVG backend parameters"), _Param( "svg.image_inline", default=True, @@ -3079,6 +3151,7 @@ class _Param: description="If not None, use this string as the value for the `id` attribute " "in the top tag" ), + _Subsection("PGF parameters"), _Param( "pgf.rcfonts", default=True, @@ -3095,12 +3168,18 @@ class _Param: default="xelatex", validator=["xelatex", "lualatex", "pdflatex"] ), + _Subsection("Docstring parameters"), _Param( "docstring.hardcopy", default=False, validator=validate_bool, description="set this when you want to generate hardcopy docstring" ), + _Section( + "Interactive keymaps", + description="Default key mappings for interactive navigation. See " + ":ref:`key-event-handling`." + ), _Param( "keymap.fullscreen", default=["f", "ctrl+f"], @@ -3187,6 +3266,7 @@ class _Param: validator=validate_stringlist, description="copy figure to clipboard" ), + _Section("Animation"), _Param( "animation.html", default="none", @@ -3260,3 +3340,7 @@ class _Param: ), _Param("backend", None, validate_backend), ] + + +def _params_list(): + return [elem for elem in _DEFINITION if isinstance(elem, _Param)] diff --git a/lib/matplotlib/tests/test_rcparams.py b/lib/matplotlib/tests/test_rcparams.py index eb9d3bc8866b..525a9ff60d1a 100644 --- a/lib/matplotlib/tests/test_rcparams.py +++ b/lib/matplotlib/tests/test_rcparams.py @@ -676,17 +676,17 @@ def test_rc_aliases(group, option, alias, value): def test_all_params_defined_as_code(): - assert set(p.name for p in rcsetup._params) == set(mpl.rcParams.keys()) + assert set(p.name for p in rcsetup._params_list()) == set(mpl.rcParams.keys()) def test_validators_defined_as_code(): - for param in rcsetup._params: + for param in rcsetup._params_list(): validator = rcsetup._convert_validator_spec(param.name, param.validator) assert validator == rcsetup._validators[param.name] def test_defaults_as_code(): - for param in rcsetup._params: + for param in rcsetup._params_list(): if param.name == 'backend': # backend has special handling and no meaningful default continue From a7fb38dcde3200f3265b3b79ad115202b0250cc5 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Thu, 26 Feb 2026 10:41:46 +0100 Subject: [PATCH 260/329] Apply suggestion from @timhoffm --- lib/matplotlib/rcsetup.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/lib/matplotlib/rcsetup.py b/lib/matplotlib/rcsetup.py index 78f92f63e715..8b8fb4b12dfb 100644 --- a/lib/matplotlib/rcsetup.py +++ b/lib/matplotlib/rcsetup.py @@ -1736,7 +1736,7 @@ class _Subsection: _Param("boxplot.meanprops.linewidth", 1.0, validate_float), _Section( "Font", - description="The font properties used by `text.Text` " + description="The font properties used by `.Text` " "See https://matplotlib.org/stable/api/font_manager_api.html for " "more information on font properties. The 6 font properties used " "for font matching are given below with their default values." From 0ad2c0af104eeb1d28b77182ab8ecfef98350546 Mon Sep 17 00:00:00 2001 From: Archil Jain Date: Thu, 26 Feb 2026 18:14:08 +0530 Subject: [PATCH 261/329] removed the set_in_autoscale from add_artist --- lib/matplotlib/axes/_base.py | 1 - 1 file changed, 1 deletion(-) diff --git a/lib/matplotlib/axes/_base.py b/lib/matplotlib/axes/_base.py index 16b41ea523fd..152ac802e77f 100644 --- a/lib/matplotlib/axes/_base.py +++ b/lib/matplotlib/axes/_base.py @@ -2316,7 +2316,6 @@ def add_artist(self, a): if a.get_clip_path() is None: a.set_clip_path(self.patch) self.stale = True - a._set_in_autoscale(False) return a def add_child_axes(self, ax): From 6c702b6f2684974b7d2acd33cdfc34ed1541db0f Mon Sep 17 00:00:00 2001 From: Archil Jain Date: Thu, 26 Feb 2026 18:19:37 +0530 Subject: [PATCH 262/329] Update lib/matplotlib/artist.py Co-authored-by: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> --- lib/matplotlib/artist.py | 1 + 1 file changed, 1 insertion(+) diff --git a/lib/matplotlib/artist.py b/lib/matplotlib/artist.py index 834b79d97b44..a91ea4f18cb6 100644 --- a/lib/matplotlib/artist.py +++ b/lib/matplotlib/artist.py @@ -912,6 +912,7 @@ def _get_in_autoscale(self): E.g. `.axes.Axes.autoscale_view()`. """ return self._in_autoscale + def _fully_clipped_to_axes(self): """ Return a boolean flag, ``True`` if the artist is clipped to the Axes From bcf2fc2f7a5b243e17b557e5ade16d3fc5bf54ba Mon Sep 17 00:00:00 2001 From: Archil Jain Date: Thu, 26 Feb 2026 18:19:56 +0530 Subject: [PATCH 263/329] Update lib/matplotlib/artist.py Co-authored-by: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> --- lib/matplotlib/artist.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/lib/matplotlib/artist.py b/lib/matplotlib/artist.py index a91ea4f18cb6..6e917851f91d 100644 --- a/lib/matplotlib/artist.py +++ b/lib/matplotlib/artist.py @@ -906,8 +906,7 @@ def get_in_layout(self): def _get_in_autoscale(self): """ - Return boolean flag, ``True`` if artist is included in autoscaling - calculations. + Return whether the artist is included in autoscaling calculations. E.g. `.axes.Axes.autoscale_view()`. """ From 31f59f466c3de88aac8a5e054fca7e5846f6554c Mon Sep 17 00:00:00 2001 From: Archil Jain Date: Thu, 26 Feb 2026 18:30:20 +0530 Subject: [PATCH 264/329] Removed update limit function and autolim --- lib/matplotlib/axes/_base.py | 7 ------- 1 file changed, 7 deletions(-) diff --git a/lib/matplotlib/axes/_base.py b/lib/matplotlib/axes/_base.py index 152ac802e77f..179774e2b7a2 100644 --- a/lib/matplotlib/axes/_base.py +++ b/lib/matplotlib/axes/_base.py @@ -2396,7 +2396,6 @@ def add_collection(self, collection, autolim=True): self._request_autoscale_view() self.stale = True - collection._set_in_autoscale(autolim) return collection def add_image(self, image): @@ -2417,12 +2416,6 @@ def _update_image_limits(self, image): xmin, xmax, ymin, ymax = image.get_extent() self.axes.update_datalim(((xmin, ymin), (xmax, ymax))) - def _update_collection_limits(self, collection): - offsets = collection.get_offsets() - if offsets is not None and len(offsets): - self.update_datalim(offsets) - - def add_line(self, line): """ Add a `.Line2D` to the Axes; return the line. From f19aaf100237271ba9129668ff0a8f0dc4c57f98 Mon Sep 17 00:00:00 2001 From: Antony Lee Date: Thu, 26 Feb 2026 21:20:11 +0100 Subject: [PATCH 265/329] Reword the "fully-new contributor" section. (#31204) Essentially, one should either be a Matplotlib user, or a domain (visualization, statistics, technical writing/documentation, etc.) expert, to make a meaningful contribution. Also remove the "Take a look at the following section" sentence which adds nothing. --- doc/devel/contribute.rst | 23 +++++++++++------------ 1 file changed, 11 insertions(+), 12 deletions(-) diff --git a/doc/devel/contribute.rst b/doc/devel/contribute.rst index 1a15d77d7ba1..ca9232d8e842 100644 --- a/doc/devel/contribute.rst +++ b/doc/devel/contribute.rst @@ -21,10 +21,9 @@ Ways to contribute :open: :icon: person-fill - 100% yes! There are so many ways to contribute to our community. Take a look - at the following sections to learn more. - - There are a few typical new contributor profiles: + Here are a few typical new contributor profiles. If you + don't fit into one of them, come talk to us on `Discourse + `_ about how you might contribute. * **You are a Matplotlib user, and you see a bug, a potential improvement, or something that annoys you, and you can fix it.** @@ -60,14 +59,14 @@ Ways to contribute chance it is a unique context in any given conversation) and make it easier to understand where other people are coming from. - Understanding the entire codebase is a long-term project, and nobody expects - you to do this right away. If you are determined to get started with - Matplotlib and want to learn, go through the basic functionality and choose - something to focus on related to your interests, for example 3d, testing, - documentation, or animations. Please gain understanding and context of this area - by reading the issues and pull requests touching these subjects and then reach out - to us at the :ref:`new contributor ` meeting or discourse - channel (incubator) to discuss what you would like to work on. + Understanding the entire codebase is a long-term project, and nobody + expects you to do this right away. Start by building your experience in + using Matplotlib: make complicated visualizations, use niche features, + dive deep into one part of the library. This will help you build the + context to then look at the existing issues and pull requests. You can + then reach out to us at the :ref:`new contributor ` + meeting or Discourse channel (incubator) to discuss what you would like + to work on. .. _contribute_code: From b74e9b8b8b98c92f72e68bbe033b40a722cedc2a Mon Sep 17 00:00:00 2001 From: Ruth Comer <10599679+rcomer@users.noreply.github.com> Date: Fri, 27 Feb 2026 13:51:12 +0000 Subject: [PATCH 266/329] DOC: discourage pivot='mid' for quiver [ci doc] --- lib/matplotlib/quiver.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/lib/matplotlib/quiver.py b/lib/matplotlib/quiver.py index 6d6c53fd61a5..f3d7e2fa1aef 100644 --- a/lib/matplotlib/quiver.py +++ b/lib/matplotlib/quiver.py @@ -113,11 +113,14 @@ Note: inverting a data axis will correspondingly invert the arrows only with ``angles='xy'``. -pivot : {'tail', 'mid', 'middle', 'tip'}, default: 'tail' +pivot : {'tail', 'middle', 'tip'}, default: 'tail' The part of the arrow that is anchored to the *X*, *Y* grid. The arrow rotates about this point. - 'mid' is a synonym for 'middle'. + .. admonition:: Discouraged + + 'mid' is a synonym for 'middle', which is retained for backwards + compatibility. New code should use 'middle'. scale : float, optional Scales the length of the arrow inversely. From cf9037e41e0f0ebdc899f411c70ae96891ce9115 Mon Sep 17 00:00:00 2001 From: Fazeel Usmani Date: Fri, 28 Nov 2025 17:32:08 +0530 Subject: [PATCH 267/329] Fix array alpha to multiply (not replace) existing RGBA alpha --- doc/api/next_api_changes/behavior/28437-CH.rst | 11 +++++++---- lib/matplotlib/image.py | 6 ++++-- lib/matplotlib/tests/test_image.py | 7 ++++--- 3 files changed, 15 insertions(+), 9 deletions(-) diff --git a/doc/api/next_api_changes/behavior/28437-CH.rst b/doc/api/next_api_changes/behavior/28437-CH.rst index bb303bbe9d3b..9d0161b6aac9 100644 --- a/doc/api/next_api_changes/behavior/28437-CH.rst +++ b/doc/api/next_api_changes/behavior/28437-CH.rst @@ -1,8 +1,11 @@ *alpha* parameter handling on images ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ -When passing and array to ``imshow(..., alpha=...)``, the parameter was silently ignored -if the image data was an RGB or RBGA image or if :rc:`image.interpolation_stage` -resolved to "rbga". +Prior to Matplotlib 3.10.1, when passing an array to ``imshow(..., alpha=...)``, the +parameter was silently ignored if the image data was an RGB or RGBA image or if +:rc:`image.interpolation_stage` resolved to "rbga". -This is now fixed, and the alpha array overwrites any previous transparency information. +Matplotlib 3.10.1 changed this to apply the alpha array as the alpha channel, +overwriting any existing transparency information in the image data. Matplotlib v3.11.0 +further fixes the handling for RGBA images: the existing alpha channel is now multiplied +by the alpha array, consistent with how scalar alpha values are handled. diff --git a/lib/matplotlib/image.py b/lib/matplotlib/image.py index 483526fcd0a0..e4d6eebcc5c0 100644 --- a/lib/matplotlib/image.py +++ b/lib/matplotlib/image.py @@ -512,8 +512,10 @@ def _make_image(self, A, in_bbox, out_bbox, clip_bbox, magnification=1.0, if A.shape[2] == 3: # image has no alpha channel A = np.dstack([A, np.ones(A.shape[:2])]) elif np.ndim(alpha) > 0: # Array alpha - # user-specified array alpha overrides the existing alpha channel - A = np.dstack([A[..., :3], alpha]) + if A.shape[2] == 3: # RGB: use array alpha directly + A = np.dstack([A, alpha]) + else: # RGBA: multiply existing alpha by array alpha + A = np.dstack([A[..., :3], A[..., 3] * alpha]) else: # Scalar alpha if A.shape[2] == 3: # broadcast scalar alpha A = np.dstack([A, np.full(A.shape[:2], alpha, np.float32)]) diff --git a/lib/matplotlib/tests/test_image.py b/lib/matplotlib/tests/test_image.py index 02af308963a3..0f051afbc894 100644 --- a/lib/matplotlib/tests/test_image.py +++ b/lib/matplotlib/tests/test_image.py @@ -1857,7 +1857,7 @@ def test_interpolation_stage_rgba_respects_alpha_param(fig_test, fig_ref, intp_s axs_ref[0][2].imshow(im_rgba, interpolation_stage=intp_stage) # When the image already has an alpha channel, multiply it by the - # scalar alpha param, or replace it by the array alpha param + # alpha param (both scalar and array alpha multiply the existing alpha) axs_tst[1][0].imshow(im_rgba) axs_ref[1][0].imshow(im_rgb, alpha=array_alpha) axs_tst[1][1].imshow(im_rgba, interpolation_stage=intp_stage, alpha=scalar_alpha) @@ -1869,7 +1869,8 @@ def test_interpolation_stage_rgba_respects_alpha_param(fig_test, fig_ref, intp_s new_array_alpha = np.random.rand(ny, nx) axs_tst[1][2].imshow(im_rgba, interpolation_stage=intp_stage, alpha=new_array_alpha) axs_ref[1][2].imshow( - np.concatenate( # combine rgb channels with new array alpha - (im_rgb, new_array_alpha.reshape((ny, nx, 1))), axis=-1 + np.concatenate( # combine rgb channels with multiplied array alpha + (im_rgb, array_alpha.reshape((ny, nx, 1)) + * new_array_alpha.reshape((ny, nx, 1))), axis=-1 ), interpolation_stage=intp_stage ) From af8352d80bad9b6e97b622b5b182e90e18217fd5 Mon Sep 17 00:00:00 2001 From: Ruth Comer <10599679+rcomer@users.noreply.github.com> Date: Sat, 28 Feb 2026 09:30:29 +0000 Subject: [PATCH 268/329] DOC: use pivot='middle' instead of 'mid' in quiver demo --- galleries/examples/images_contours_and_fields/quiver_demo.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/galleries/examples/images_contours_and_fields/quiver_demo.py b/galleries/examples/images_contours_and_fields/quiver_demo.py index 784cfb0dbc79..563a62b1380e 100644 --- a/galleries/examples/images_contours_and_fields/quiver_demo.py +++ b/galleries/examples/images_contours_and_fields/quiver_demo.py @@ -30,9 +30,9 @@ # %% fig2, ax2 = plt.subplots() -ax2.set_title("pivot='mid'; every third arrow; units='inches'") +ax2.set_title("pivot='middle'; every third arrow; units='inches'") Q = ax2.quiver(X[::3, ::3], Y[::3, ::3], U[::3, ::3], V[::3, ::3], - pivot='mid', units='inches') + pivot='middle', units='inches') qk = ax2.quiverkey(Q, 0.9, 0.9, 1, r'$1 \frac{m}{s}$', labelpos='E', coordinates='figure') ax2.scatter(X[::3, ::3], Y[::3, ::3], color='r', s=5) From 47874b40356e97d4ed8c6a076bc3bfc4219ef5b6 Mon Sep 17 00:00:00 2001 From: JOD Date: Sun, 1 Mar 2026 13:00:20 +0530 Subject: [PATCH 269/329] DOC: Clarify computed_zorder applies to Collections and Patches only (#31193) * DOC: Clarify computed_zorder applies to Collections and Patches only * Fix indentation in computed_zorder docstring --- lib/mpl_toolkits/mplot3d/axes3d.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/lib/mpl_toolkits/mplot3d/axes3d.py b/lib/mpl_toolkits/mplot3d/axes3d.py index 53beaf97ffeb..3f191f4d5112 100644 --- a/lib/mpl_toolkits/mplot3d/axes3d.py +++ b/lib/mpl_toolkits/mplot3d/axes3d.py @@ -106,12 +106,13 @@ def __init__( If None, defaults to 4:4:3 computed_zorder : bool, default: True If True, the draw order is computed based on the average position - of the `.Artist`\\s along the view direction. + along the view direction for supported artist types (currently + Collections and Patches only). Set to False if you want to manually control the order in which Artists are drawn on top of each other using their *zorder* attribute. This can be used for fine-tuning if the automatic order does not produce the desired result. Note however, that a manual - zorder will only be correct for a limited view angle. If the figure + order will only be correct for a limited view angle. If the figure is rotated by the user, it will look wrong from certain angles. **kwargs From 89bbd1c7a442bea71be76347db5b3162ae206ef3 Mon Sep 17 00:00:00 2001 From: "Albert Y. Shih" Date: Thu, 22 Jan 2026 16:42:39 -0500 Subject: [PATCH 270/329] Fix making an image that is to be placed at a fractional pixel The code now specifies the resampling with the foreknowledge that the resampled image will be placed at the nearest display pixel. This fixes situations where the rendered image can appear to be shifted by up to one display pixel. --- lib/matplotlib/image.py | 38 ++++++++++++++++---------------------- 1 file changed, 16 insertions(+), 22 deletions(-) diff --git a/lib/matplotlib/image.py b/lib/matplotlib/image.py index 483526fcd0a0..9525d7173b8d 100644 --- a/lib/matplotlib/image.py +++ b/lib/matplotlib/image.py @@ -3,7 +3,6 @@ operations. """ -import math import os import logging from pathlib import Path @@ -393,10 +392,15 @@ def _make_image(self, A, in_bbox, out_bbox, clip_bbox, magnification=1.0, if clipped_bbox is None: return None, 0, 0, None - out_width_base = clipped_bbox.width * magnification - out_height_base = clipped_bbox.height * magnification + # Define the magnified bbox after clipping + magnified_extents = clipped_bbox.extents * magnification + if ((not unsampled) and round_to_pixel_border): + # Round to the nearest output pixel + magnified_bbox = Bbox.from_extents((magnified_extents + 0.5).astype(int)) + else: + magnified_bbox = Bbox.from_extents(magnified_extents) - if out_width_base == 0 or out_height_base == 0: + if magnified_bbox.width == 0 or magnified_bbox.height == 0: return None, 0, 0, None if self.origin == 'upper': @@ -417,23 +421,10 @@ def _make_image(self, A, in_bbox, out_bbox, clip_bbox, magnification=1.0, t = (t0 + (Affine2D() - .translate(-clipped_bbox.x0, -clipped_bbox.y0) - .scale(magnification))) - - # So that the image is aligned with the edge of the Axes, we want to - # round up the output width to the next integer. This also means - # scaling the transform slightly to account for the extra subpixel. - if ((not unsampled) and t.is_affine and round_to_pixel_border and - (out_width_base % 1.0 != 0.0 or out_height_base % 1.0 != 0.0)): - out_width = math.ceil(out_width_base) - out_height = math.ceil(out_height_base) - extra_width = (out_width - out_width_base) / out_width_base - extra_height = (out_height - out_height_base) / out_height_base - t += Affine2D().scale(1.0 + extra_width, 1.0 + extra_height) - else: - out_width = int(out_width_base) - out_height = int(out_height_base) - out_shape = (out_height, out_width) + .scale(magnification) + .translate(-magnified_bbox.x0, -magnified_bbox.y0))) + + out_shape = (int(magnified_bbox.height), int(magnified_bbox.width)) if not unsampled: if not (A.ndim == 2 or A.ndim == 3 and A.shape[-1] in (3, 4)): @@ -560,7 +551,10 @@ def _make_image(self, A, in_bbox, out_bbox, clip_bbox, magnification=1.0, t = Affine2D().translate( int(max(subset.xmin, 0)), int(max(subset.ymin, 0))) + t - return output, clipped_bbox.x0, clipped_bbox.y0, t + return (output, + magnified_bbox.x0 / magnification, + magnified_bbox.y0 / magnification, + t) def make_image(self, renderer, magnification=1.0, unsampled=False): """ From 0ecf6604063ae2ddf1ee80fe45c252143de2e14c Mon Sep 17 00:00:00 2001 From: "Albert Y. Shih" Date: Thu, 29 Jan 2026 10:21:19 -0500 Subject: [PATCH 271/329] Fix affine resampling when using nearest-neighbor interpolation The built-in Agg interpolator for determining the nearest-neighbor pixels under an affine transform uses integer-based math, but that results in slight inaccuracies that can become visible at even a minor level of magnification. A custom interpolator that uses floating-point-based math is now used instead. --- src/_image_resample.h | 5 ++- src/_image_wrapper.cpp | 11 ++---- src/agg_workaround.h | 84 ++++++++++++++++++++++++++++++++++++++++++ 3 files changed, 90 insertions(+), 10 deletions(-) diff --git a/src/_image_resample.h b/src/_image_resample.h index 1b7af133de31..112ccd07bd4e 100644 --- a/src/_image_resample.h +++ b/src/_image_resample.h @@ -713,6 +713,7 @@ void resample( using span_alloc_t = agg::span_allocator; using span_conv_alpha_t = span_conv_alpha; + using nn_affine_interpolator_t = accurate_interpolator_affine_nn<>; using affine_interpolator_t = agg::span_interpolator_linear<>; using arbitrary_interpolator_t = agg::span_interpolator_adaptor, lookup_distortion>; @@ -774,10 +775,10 @@ void resample( if (params.interpolation == NEAREST) { if (params.is_affine) { - using span_gen_t = typename type_mapping_t::template span_gen_nn_type; + using span_gen_t = typename type_mapping_t::template span_gen_nn_type; using span_conv_t = agg::span_converter; using nn_renderer_t = agg::renderer_scanline_aa; - affine_interpolator_t interpolator(inverted); + nn_affine_interpolator_t interpolator(inverted); span_gen_t span_gen(input_accessor, interpolator); span_conv_t span_conv(span_gen, conv_alpha); nn_renderer_t nn_renderer(renderer, span_alloc, span_conv); diff --git a/src/_image_wrapper.cpp b/src/_image_wrapper.cpp index c062ef14a8f1..8944a2d44041 100644 --- a/src/_image_wrapper.cpp +++ b/src/_image_wrapper.cpp @@ -167,17 +167,12 @@ image_resample(py::array input_array, if (is_affine) { convert_trans_affine(transform, params.affine); - // If affine parameters will make subpixels visible, treat as nonaffine instead - if (params.affine.sx >= agg::image_subpixel_scale / 2 || params.affine.sy >= agg::image_subpixel_scale / 2) { - is_affine = false; - params.affine = agg::trans_affine(); // reset to identity affine parameters - } - } - if (!is_affine) { + params.is_affine = is_affine; + } else { transform_mesh = _get_transform_mesh(transform, output_array.shape()); params.transform_mesh = transform_mesh.data(); + params.is_affine = false; } - params.is_affine = is_affine; } if (auto resampler = diff --git a/src/agg_workaround.h b/src/agg_workaround.h index a167be97e171..ef989ac198a3 100644 --- a/src/agg_workaround.h +++ b/src/agg_workaround.h @@ -2,6 +2,7 @@ #define MPL_AGG_WORKAROUND_H #include "agg_pixfmt_rgba.h" +#include "agg_trans_affine.h" /********************************************************************** WORKAROUND: This class is to workaround a bug in Agg SVN where the @@ -42,4 +43,87 @@ struct fixed_blender_rgba_plain : agg::conv_rgba_plain } }; + +/********************************************************************** + This class provides higher-accuracy nearest-neighbor interpolation for + affine transforms than span_interpolator_linear by using + floating-point-based interpolation instead of integer-based +*/ + +template +class accurate_interpolator_affine_nn +{ +public: + typedef Transformer trans_type; + + enum subpixel_scale_e + { + subpixel_shift = SubpixelShift, + subpixel_scale = 1 << subpixel_shift + }; + + //-------------------------------------------------------------------- + accurate_interpolator_affine_nn() {} + accurate_interpolator_affine_nn(trans_type& trans) : m_trans(&trans) {} + accurate_interpolator_affine_nn(trans_type& trans, + double x, double y, unsigned len) : + m_trans(&trans) + { + begin(x, y, len); + } + + //---------------------------------------------------------------- + const trans_type& transformer() const { return *m_trans; } + void transformer(trans_type& trans) { m_trans = &trans; } + + //---------------------------------------------------------------- + void begin(double x, double y, unsigned len) + { + m_len = len - 1; + + m_stx1 = x; + m_sty1 = y; + m_trans->transform(&m_stx1, &m_sty1); + m_stx1 *= subpixel_scale; + m_sty1 *= subpixel_scale; + + m_stx2 = x + m_len; + m_sty2 = y; + m_trans->transform(&m_stx2, &m_sty2); + m_stx2 *= subpixel_scale; + m_sty2 *= subpixel_scale; + } + + //---------------------------------------------------------------- + void resynchronize(double xe, double ye, unsigned len) + { + m_len = len - 1; + + m_trans->transform(&xe, &ye); + m_stx2 = xe * subpixel_scale; + m_sty2 = ye * subpixel_scale; + } + + //---------------------------------------------------------------- + void operator++() + { + m_stx1 += (m_stx2 - m_stx1) / m_len; + m_sty1 += (m_sty2 - m_sty1) / m_len; + m_len--; + } + + //---------------------------------------------------------------- + void coordinates(int* x, int* y) const + { + // Truncate instead of round because this interpolator needs to + // match the definitions for nearest-neighbor interpolation + *x = int(m_stx1); + *y = int(m_sty1); + } + +private: + trans_type* m_trans; + unsigned m_len; + double m_stx1, m_sty1, m_stx2, m_sty2; +}; #endif From d9d7d15407859a877757d1dcb01e977b4dc3d58a Mon Sep 17 00:00:00 2001 From: "Albert Y. Shih" Date: Thu, 29 Jan 2026 10:14:26 -0500 Subject: [PATCH 272/329] Fix the handling of image resampling beyond the image bounds For nearest-neighbor interpolation, the code no longer applies any antialiasing of edges under an affine transform for more accurate edges and no longer shows data beyond the image bounds under a non-affine transform. --- src/_image_resample.h | 24 +++++++++++++----------- 1 file changed, 13 insertions(+), 11 deletions(-) diff --git a/src/_image_resample.h b/src/_image_resample.h index 112ccd07bd4e..27a90772a812 100644 --- a/src/_image_resample.h +++ b/src/_image_resample.h @@ -708,7 +708,8 @@ void resample( using scanline_t = agg::scanline32_u8; using reflect_t = agg::wrap_mode_reflect; - using image_accessor_t = agg::image_accessor_wrap; + using image_accessor_wrap_t = agg::image_accessor_wrap; + using image_accessor_clip_t = agg::image_accessor_clip; using span_alloc_t = agg::span_allocator; using span_conv_alpha_t = span_conv_alpha; @@ -742,7 +743,8 @@ void resample( input_buffer.attach( (unsigned char *)input, in_width, in_height, in_width * itemsize); input_pixfmt_t input_pixfmt(input_buffer); - image_accessor_t input_accessor(input_pixfmt); + image_accessor_wrap_t input_accessor_wrap(input_pixfmt); + image_accessor_clip_t input_accessor_clip(input_pixfmt, color_type::no_color()); agg::rendering_buffer output_buffer; output_buffer.attach( @@ -756,7 +758,7 @@ void resample( rasterizer.clip_box(0, 0, out_width, out_height); agg::path_storage path; - if (params.is_affine) { + if (params.is_affine && params.interpolation != NEAREST) { path.move_to(0, 0); path.line_to(in_width, 0); path.line_to(in_width, in_height); @@ -775,22 +777,22 @@ void resample( if (params.interpolation == NEAREST) { if (params.is_affine) { - using span_gen_t = typename type_mapping_t::template span_gen_nn_type; + using span_gen_t = typename type_mapping_t::template span_gen_nn_type; using span_conv_t = agg::span_converter; using nn_renderer_t = agg::renderer_scanline_aa; nn_affine_interpolator_t interpolator(inverted); - span_gen_t span_gen(input_accessor, interpolator); + span_gen_t span_gen(input_accessor_clip, interpolator); span_conv_t span_conv(span_gen, conv_alpha); nn_renderer_t nn_renderer(renderer, span_alloc, span_conv); agg::render_scanlines(rasterizer, scanline, nn_renderer); } else { - using span_gen_t = typename type_mapping_t::template span_gen_nn_type; + using span_gen_t = typename type_mapping_t::template span_gen_nn_type; using span_conv_t = agg::span_converter; using nn_renderer_t = agg::renderer_scanline_aa; lookup_distortion dist( params.transform_mesh, in_width, in_height, out_width, out_height, true); arbitrary_interpolator_t interpolator(inverted, dist); - span_gen_t span_gen(input_accessor, interpolator); + span_gen_t span_gen(input_accessor_clip, interpolator); span_conv_t span_conv(span_gen, conv_alpha); nn_renderer_t nn_renderer(renderer, span_alloc, span_conv); agg::render_scanlines(rasterizer, scanline, nn_renderer); @@ -800,22 +802,22 @@ void resample( get_filter(params, filter); if (params.is_affine && params.resample) { - using span_gen_t = typename type_mapping_t::template span_gen_affine_type; + using span_gen_t = typename type_mapping_t::template span_gen_affine_type; using span_conv_t = agg::span_converter; using int_renderer_t = agg::renderer_scanline_aa; affine_interpolator_t interpolator(inverted); - span_gen_t span_gen(input_accessor, interpolator, filter); + span_gen_t span_gen(input_accessor_wrap, interpolator, filter); span_conv_t span_conv(span_gen, conv_alpha); int_renderer_t int_renderer(renderer, span_alloc, span_conv); agg::render_scanlines(rasterizer, scanline, int_renderer); } else { - using span_gen_t = typename type_mapping_t::template span_gen_filter_type; + using span_gen_t = typename type_mapping_t::template span_gen_filter_type; using span_conv_t = agg::span_converter; using int_renderer_t = agg::renderer_scanline_aa; lookup_distortion dist( params.transform_mesh, in_width, in_height, out_width, out_height, false); arbitrary_interpolator_t interpolator(inverted, dist); - span_gen_t span_gen(input_accessor, interpolator, filter); + span_gen_t span_gen(input_accessor_wrap, interpolator, filter); span_conv_t span_conv(span_gen, conv_alpha); int_renderer_t int_renderer(renderer, span_alloc, span_conv); agg::render_scanlines(rasterizer, scanline, int_renderer); From 2d37c647cf528e7293e87c9ca2dde015357dfd09 Mon Sep 17 00:00:00 2001 From: "Albert Y. Shih" Date: Fri, 30 Jan 2026 00:24:30 -0500 Subject: [PATCH 273/329] Fix pixel alignment for PcolorImage and NonUniformImage Calculations now take into account that rendering will be to the nearest display pixel. --- lib/matplotlib/image.py | 51 ++++++++++++++++++++++------------------- 1 file changed, 28 insertions(+), 23 deletions(-) diff --git a/lib/matplotlib/image.py b/lib/matplotlib/image.py index 9525d7173b8d..dc408885002a 100644 --- a/lib/matplotlib/image.py +++ b/lib/matplotlib/image.py @@ -1055,21 +1055,24 @@ def make_image(self, renderer, magnification=1.0, unsampled=False): B[:, :, 0:3] = A B[:, :, 3] = 255 A = B - l, b, r, t = self.axes.bbox.extents - width = int(((round(r) + 0.5) - (round(l) - 0.5)) * magnification) - height = int(((round(t) + 0.5) - (round(b) - 0.5)) * magnification) + magnified_extents = (self.axes.bbox.extents * magnification + 0.5).astype(int) + l, b, r, t = magnified_extents / magnification + width = int((r - l) * magnification) + height = int((t - b) * magnification) invertedTransform = self.axes.transData.inverted() - x_pix = invertedTransform.transform( - [(x, b) for x in np.linspace(l, r, width)])[:, 0] - y_pix = invertedTransform.transform( - [(l, y) for y in np.linspace(b, t, height)])[:, 1] + x_pix_edges = invertedTransform.transform( + [(x, b) for x in np.linspace(l, r, width + 1)])[:, 0] + y_pix_edges = invertedTransform.transform( + [(l, y) for y in np.linspace(b, t, height + 1)])[:, 1] + x_pix_centers = (x_pix_edges[:-1] + x_pix_edges[1:]) / 2 + y_pix_centers = (y_pix_edges[:-1] + y_pix_edges[1:]) / 2 if self._interpolation == "nearest": x_mid = (self._Ax[:-1] + self._Ax[1:]) / 2 y_mid = (self._Ay[:-1] + self._Ay[1:]) / 2 - x_int = x_mid.searchsorted(x_pix) - y_int = y_mid.searchsorted(y_pix) + x_int = x_mid.searchsorted(x_pix_centers) + y_int = y_mid.searchsorted(y_pix_centers) # The following is equal to `A[y_int[:, None], x_int[None, :]]`, # but many times faster. Both casting to uint32 (to have an # effectively 1D array) and manual index flattening matter. @@ -1080,16 +1083,16 @@ def make_image(self, renderer, magnification=1.0, unsampled=False): else: # self._interpolation == "bilinear" # Use np.interp to compute x_int/x_float has similar speed. x_int = np.clip( - self._Ax.searchsorted(x_pix) - 1, 0, len(self._Ax) - 2) + self._Ax.searchsorted(x_pix_centers) - 1, 0, len(self._Ax) - 2) y_int = np.clip( - self._Ay.searchsorted(y_pix) - 1, 0, len(self._Ay) - 2) + self._Ay.searchsorted(y_pix_centers) - 1, 0, len(self._Ay) - 2) idx_int = np.add.outer(y_int * A.shape[1], x_int) x_frac = np.clip( - np.divide(x_pix - self._Ax[x_int], np.diff(self._Ax)[x_int], + np.divide(x_pix_centers - self._Ax[x_int], np.diff(self._Ax)[x_int], dtype=np.float32), # Downcasting helps with speed. 0, 1) y_frac = np.clip( - np.divide(y_pix - self._Ay[y_int], np.diff(self._Ay)[y_int], + np.divide(y_pix_centers - self._Ay[y_int], np.diff(self._Ay)[y_int], dtype=np.float32), 0, 1) f00 = np.outer(1 - y_frac, 1 - x_frac) @@ -1242,22 +1245,24 @@ def make_image(self, renderer, magnification=1.0, unsampled=False): if (padded_A[0, 0] != bg).all(): padded_A[[0, -1], :] = padded_A[:, [0, -1]] = bg - l, b, r, t = self.axes.bbox.extents - width = (round(r) + 0.5) - (round(l) - 0.5) - height = (round(t) + 0.5) - (round(b) - 0.5) - width = round(width * magnification) - height = round(height * magnification) + # Round to the nearest output pixels after magnification + l, b, r, t = (self.axes.bbox.extents * magnification + 0.5).astype(int) + width = r - l + height = t - b + vl = self.axes.viewLim - x_pix = np.linspace(vl.x0, vl.x1, width) - y_pix = np.linspace(vl.y0, vl.y1, height) - x_int = self._Ax.searchsorted(x_pix) - y_int = self._Ay.searchsorted(y_pix) + x_pix_edges = np.linspace(vl.x0, vl.x1, width + 1) + y_pix_edges = np.linspace(vl.y0, vl.y1, height + 1) + x_pix_centers = (x_pix_edges[:-1] + x_pix_edges[1:]) / 2 + y_pix_centers = (y_pix_edges[:-1] + y_pix_edges[1:]) / 2 + x_int = self._Ax.searchsorted(x_pix_centers) + y_int = self._Ay.searchsorted(y_pix_centers) im = ( # See comment in NonUniformImage.make_image re: performance. padded_A.view(np.uint32).ravel()[ np.add.outer(y_int * padded_A.shape[1], x_int)] .view(np.uint8).reshape((height, width, 4))) - return im, l, b, IdentityTransform() + return im, l / magnification, b / magnification, IdentityTransform() def _check_unsampled_image(self): return False From dd24e05a30cff3f89572df8a8ca554cf8b9ac9e4 Mon Sep 17 00:00:00 2001 From: "Albert Y. Shih" Date: Tue, 3 Feb 2026 14:42:04 -0500 Subject: [PATCH 274/329] Switch to premultiplied space inside Agg for RGBA blending Premultiplied image data is passed to the Agg resampler so that the interpolation is handled correctly. This code now tells Agg that the image is premultiplied so that the antialiasing of edges is handled correctly. --- src/_image_resample.h | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/_image_resample.h b/src/_image_resample.h index 27a90772a812..452b76c78ee5 100644 --- a/src/_image_resample.h +++ b/src/_image_resample.h @@ -511,7 +511,7 @@ struct type_mapping std::conditional_t< std::is_same_v, fixed_blender_rgba_plain, - agg::blender_rgba_plain + agg::blender_rgba_pre > >; using pixfmt_type = std::conditional_t< From 35ccd4c7df126054db048434c864545d4849da07 Mon Sep 17 00:00:00 2001 From: "Albert Y. Shih" Date: Wed, 4 Feb 2026 00:59:22 -0500 Subject: [PATCH 275/329] Adjust to favor the left input pixel for nearest-neighbor interpolation This fixes a subtle issue where a resampled pixel falling exactly between two input pixels would normally round half up, but would also be rendered with rounding half up, resulting in the resampled pixel having the wrong value. The code now functionally rounds half down, which cancels out the effect of rendering rounding half up in these situations, and otherwise makes no difference. --- lib/matplotlib/image.py | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/lib/matplotlib/image.py b/lib/matplotlib/image.py index dc408885002a..898d55633d41 100644 --- a/lib/matplotlib/image.py +++ b/lib/matplotlib/image.py @@ -206,12 +206,24 @@ def _resample( out = np.zeros(out_shape + data.shape[2:], data.dtype) # 2D->2D, 3D->3D. if resample is None: resample = image_obj.get_resample() + + # When an output pixel falls exactly on the edge between two input pixels, the Agg + # resampler will use the right input pixel as the nearest neighbor. We want the + # left input pixel to be chosen instead, so we flip the supplied transform. + if interpolation == 'nearest': + transform += Affine2D().translate(-out.shape[1], -out.shape[0]).scale(-1, -1) + _image.resample(data, out, transform, _interpd_[interpolation], resample, alpha, image_obj.get_filternorm(), image_obj.get_filterrad()) + + # Because we flipped the supplied transform, we then flip the output image back. + if interpolation == 'nearest': + out = np.flip(out, axis=(0, 1)) + return out From f1a1fb426a0a5ab2f39b99464afc7c4c060873dc Mon Sep 17 00:00:00 2001 From: "Albert Y. Shih" Date: Fri, 6 Feb 2026 14:30:13 -0500 Subject: [PATCH 276/329] Bump rendering edges to fill axes when rendering affine non-NN interpolation This fixes a visual issue where there can appear to be a slight gap between an image and the axes spines even when it is supposed to fill the axes. The code now expands the rendering edges to fill the axes without degrading the placement accuracy within the image. --- src/_image_resample.h | 39 ++++++++++++++++++++++++++++++++------- 1 file changed, 32 insertions(+), 7 deletions(-) diff --git a/src/_image_resample.h b/src/_image_resample.h index 452b76c78ee5..217f4a6ce86e 100644 --- a/src/_image_resample.h +++ b/src/_image_resample.h @@ -759,13 +759,38 @@ void resample( agg::path_storage path; if (params.is_affine && params.interpolation != NEAREST) { - path.move_to(0, 0); - path.line_to(in_width, 0); - path.line_to(in_width, in_height); - path.line_to(0, in_height); - path.close_polygon(); - agg::conv_transform rectangle(path, params.affine); - rasterizer.add_path(rectangle); + if (params.affine.shx != 0 || params.affine.shy != 0) { + path.move_to(0, 0); + path.line_to(in_width, 0); + path.line_to(in_width, in_height); + path.line_to(0, in_height); + path.close_polygon(); + agg::conv_transform rectangle(path, params.affine); + rasterizer.add_path(rectangle); + } else { + // If there is no shear/rotation, bump out the rendering edges that are + // within a half pixel of a full pixel so that axes are visually filled. + // This bumping out is equivalent to treating any edge pixel that is at + // least half-covered by the source as fully covered by the source. + double left = 0; + double right = in_width; + double bottom = 0; + double top = in_height; + params.affine.transform(&left, &bottom); + params.affine.transform(&right, &top); + if (left > right) { std::swap(left, right); } + if (bottom > top) { std::swap(top, bottom); } + if (round(left) < left) { left = round(left); } + if (round(right) > right) { right = round(right); } + if (round(bottom) < bottom) { bottom = round(bottom); } + if (round(top) > top) { top = round(top); } + path.move_to(left, bottom); + path.line_to(right, bottom); + path.line_to(right, top); + path.line_to(left, top); + path.close_polygon(); + rasterizer.add_path(path); + } } else { path.move_to(0, 0); path.line_to(out_width, 0); From ae239eab48c7c6a924d59809174825a9dfd219d6 Mon Sep 17 00:00:00 2001 From: "Albert Y. Shih" Date: Wed, 28 Jan 2026 13:38:49 -0500 Subject: [PATCH 277/329] Add four figure tests and changelog entry --- .../next_api_changes/behavior/31021-AYS.rst | 7 + .../test_image/affine_fill_to_edges.png | Bin 0 -> 86862 bytes .../test_image/image_bounds_handling.png | Bin 0 -> 95730 bytes .../test_image/nn_pixel_alignment.png | Bin 0 -> 17869 bytes .../test_image/rgba_clean_edges.png | Bin 0 -> 104720 bytes lib/matplotlib/tests/test_image.py | 135 ++++++++++++++++-- 6 files changed, 134 insertions(+), 8 deletions(-) create mode 100644 doc/api/next_api_changes/behavior/31021-AYS.rst create mode 100644 lib/matplotlib/tests/baseline_images/test_image/affine_fill_to_edges.png create mode 100644 lib/matplotlib/tests/baseline_images/test_image/image_bounds_handling.png create mode 100644 lib/matplotlib/tests/baseline_images/test_image/nn_pixel_alignment.png create mode 100644 lib/matplotlib/tests/baseline_images/test_image/rgba_clean_edges.png diff --git a/doc/api/next_api_changes/behavior/31021-AYS.rst b/doc/api/next_api_changes/behavior/31021-AYS.rst new file mode 100644 index 000000000000..aa5dc598cb26 --- /dev/null +++ b/doc/api/next_api_changes/behavior/31021-AYS.rst @@ -0,0 +1,7 @@ +Rendering of images now more accurate +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +There have been several fixes to improve the accuracy of how images are +resampled and placed during rendering. Some inaccuracies were up to a pixel off +in the output. The most apparent improvement is that the alignment of data +pixels with tick marks and grid lines is now reliable. 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z`@Zh{eT<_Lw5yUM^Um%)eE&cF+uwfP=40NGnjMuEl70{T<^Rvstxazc_;l#O#sbZM z$Jzh0{X45HenA0*rGepn37TR^U3;0^Z);mf3VKjoSEUCn^>)2jl>VIi8PA=+|JfEa%>Gw?{@ity7MtV@_xaWHO0BsV z_-oiIUUVOL{r}_U@1~rUjlhz(wsOkLz+1k8?vZ_yZ z0-IGp4=Mt~!1M+)nBl~6Q%XbuB06C$&=8R9sNiUTj3$QBj4)a<087Ksj4)&~!pHqg X(Qm%necGa#%K!wPu6{1-oD!M<^^CZt literal 0 HcmV?d00001 diff --git a/lib/matplotlib/tests/test_image.py b/lib/matplotlib/tests/test_image.py index 02af308963a3..99f38e968e2e 100644 --- a/lib/matplotlib/tests/test_image.py +++ b/lib/matplotlib/tests/test_image.py @@ -16,6 +16,7 @@ colors, image as mimage, patches, pyplot as plt, style, rcParams) from matplotlib.image import (AxesImage, BboxImage, FigureImage, NonUniformImage, PcolorImage) +from matplotlib.patches import Rectangle from matplotlib.testing.decorators import check_figures_equal, image_comparison from matplotlib.transforms import Bbox, Affine2D, Transform, TransformedBbox import matplotlib.ticker as mticker @@ -23,6 +24,18 @@ import pytest +@pytest.fixture +def nonaffine_identity(): + """Non-affine identity transform for compositing with any affine transform""" + class NonAffineIdentityTransform(Transform): + input_dims = 2 + output_dims = 2 + + def inverted(self): + return self + return NonAffineIdentityTransform() + + @image_comparison(['interp_alpha.png'], remove_text=True) def test_alpha_interp(): """Test the interpolation of the alpha channel on RGBA images""" @@ -1679,7 +1692,7 @@ def test__resample_valid_output(): np.full(256, 0.9)]).reshape(1, -1)), ] ) -def test_resample_nonaffine(data, interpolation, expected): +def test_resample_nonaffine(data, interpolation, expected, nonaffine_identity): # Test that both affine and nonaffine transforms resample to the correct answer # If the array is constant, the tolerance can be tight @@ -1695,13 +1708,7 @@ def test_resample_nonaffine(data, interpolation, expected): # Create a nonaffine version of the same transform # by compositing with a nonaffine identity transform - class NonAffineIdentityTransform(Transform): - input_dims = 2 - output_dims = 2 - - def inverted(self): - return self - nonaffine_transform = NonAffineIdentityTransform() + affine_transform + nonaffine_transform = nonaffine_identity + affine_transform nonaffine_result = np.empty_like(expected) mimage.resample(data, nonaffine_result, nonaffine_transform, @@ -1873,3 +1880,115 @@ def test_interpolation_stage_rgba_respects_alpha_param(fig_test, fig_ref, intp_s (im_rgb, new_array_alpha.reshape((ny, nx, 1))), axis=-1 ), interpolation_stage=intp_stage ) + + +@image_comparison(['nn_pixel_alignment.png']) +def test_nn_pixel_alignment(nonaffine_identity): + fig, axs = plt.subplots(2, 3) + + for j, N in enumerate([3, 7, 11]): + # In each column, the plots use the same data array + data = np.arange(N**2).reshape((N, N)) % 4 + seps = np.arange(-0.5, N) + + for i in range(2): + if i == 0: + # Top row uses an affine transform + axs[i, j].imshow(data, cmap='Grays', interpolation='nearest') + else: + # Bottom row uses a non-affine transform + axs[i, j].imshow(data, cmap='Grays', interpolation='nearest', + transform=nonaffine_identity + axs[i, j].transData) + + axs[i, j].set_axis_off() + axs[i, j].vlines(seps, -1, N, lw=0.5, color='red', ls='dashed') + axs[i, j].hlines(seps, -1, N, lw=0.5, color='red', ls='dashed') + + +@image_comparison(['image_bounds_handling.png'], tol=0.006) +def test_image_bounds_handling(nonaffine_identity): + # TODO: The second and third panels in the bottom row show that the handling of + # image bounds is bugged for non-affine transforms and non-nearest-neighbor + # interpolation. If this bug gets fixed, the baseline image should be updated. + + fig, axs = plt.subplots(2, 3) + + N = 11 + + for j, interpolation in enumerate(['nearest', 'hanning', 'bilinear']): + data = np.arange(N**2).reshape((N, N)) + data = data / N**2 + (data % 4) / 6 + rotation = Affine2D().rotate_around(N/2-0.5, N/2-0.5, 1) + + for i in range(2): + transform = rotation + axs[i, j].transData + if i == 1: + # Bottom row uses a non-affine transform + transform = nonaffine_identity + transform + + axs[i, j].imshow(data, cmap='Grays', interpolation=interpolation, + transform=transform) + + axs[i, j].set_axis_off() + box = Rectangle((-0.5, -0.5), N, N, + edgecolor='red', facecolor='none', lw=0.5, ls='dashed', + transform=rotation + axs[i, j].transData) + axs[i, j].add_artist(box) + + +@image_comparison(['rgba_clean_edges.png'], tol=0.003) +def test_rgba_clean_edges(): + np.random.seed(19680801+9) # same as in test_upsampling() + data = np.random.rand(8, 8) + data = np.stack([data, data]) + data[1, 2:4, 2:4] = np.nan + + rotation = Affine2D().rotate_around(3.5, 3.5, 1) + + fig, axs = plt.subplots(1, 2) + + for i in range(2): + # Add background patches to check the fading to non-white colors + black = Rectangle((3.75, 2), 5, 5, color='black', zorder=0) + gray = Rectangle((0, -2), 3.75, 4, color='gray', zorder=0) + partly_black = Rectangle((3.75, -2), 5, 4, fc='black', ec='none', + alpha=0.5, zorder=0) + axs[i].add_patch(black) + axs[i].add_patch(gray) + axs[i].add_patch(partly_black) + + axs[i].imshow(data[i, ...], + interpolation='bilinear', interpolation_stage='rgba', + transform=rotation + axs[i].transData) + + axs[i].set_axis_off() + axs[i].set_xlim(-2.5, 9.5) + axs[i].set_ylim(-2.5, 9.5) + + +@image_comparison(['affine_fill_to_edges.png']) +def test_affine_fill_to_edges(): + # The two rows show the two settings of origin + # The three columns show the original and the two mirror flips + fig, axs = plt.subplots(2, 3) + + N = 7 + data = np.arange(N**2).reshape((N, N)) % 3 + + transform = [Affine2D(), + Affine2D().translate(0, -N + 1).scale(1, -1), + Affine2D().translate(-N + 1, 0).scale(-1, 1)] + + for j in range(3): + for i in range(2): + origin = 'upper' if i == 0 else 'lower' + + axs[i, j].imshow(data, cmap='Grays', + interpolation='hanning', origin=origin, + transform=transform[j] + axs[i, j].transData) + + axs[i, j].set_axis_off() + axs[i, j].vlines([-0.5, N - 0.5], -1, 2, lw=0.5, color='red') + axs[i, j].vlines([-0.5, N - 0.5], N - 3, N, lw=0.5, color='red') + axs[i, j].hlines([-0.5, N - 0.5], -1, 2, lw=0.5, color='red') + axs[i, j].hlines([-0.5, N - 0.5], N - 3, N, lw=0.5, color='red') From 800185c8002aaa9eab791781ea760bda5071f7af Mon Sep 17 00:00:00 2001 From: "Albert Y. Shih" Date: Tue, 3 Feb 2026 14:42:55 -0500 Subject: [PATCH 278/329] Adjust existing figure test and update baseline images --- .../test_axes/extent_units.png | Bin 66654 -> 67140 bytes .../baseline_images/test_axes/imshow.pdf | Bin 12439 -> 12485 bytes .../baseline_images/test_axes/imshow.png | Bin 18272 -> 18227 bytes .../baseline_images/test_axes/imshow.svg | 34 +- .../baseline_images/test_axes/imshow_clip.pdf | Bin 18410 -> 18407 bytes .../baseline_images/test_axes/imshow_clip.png | Bin 21410 -> 21354 bytes .../baseline_images/test_axes/imshow_clip.svg | 38 +- .../test_axes/specgram_angle_freqs.png | Bin 132870 -> 131731 bytes .../test_axes/specgram_angle_noise.png | Bin 51810 -> 51672 bytes .../test_axes/specgram_freqs.png | Bin 60039 -> 59467 bytes .../test_axes/specgram_freqs_linear.png | Bin 60039 -> 59467 bytes .../test_axes/specgram_magnitude_freqs.png | Bin 25618 -> 25956 bytes .../specgram_magnitude_freqs_linear.png | Bin 25618 -> 25956 bytes .../test_axes/specgram_magnitude_noise.png | Bin 53115 -> 52820 bytes .../specgram_magnitude_noise_linear.png | Bin 53115 -> 52820 bytes .../test_axes/specgram_noise.png | Bin 53193 -> 52848 bytes .../test_axes/specgram_noise_linear.png | Bin 53193 -> 52848 bytes .../test_axes/specgram_phase_freqs.png | Bin 43715 -> 43206 bytes .../test_axes/specgram_phase_noise.png | Bin 40374 -> 40366 bytes .../test_axes/use_colorizer_keyword.png | Bin 32870 -> 31962 bytes .../bbox_inches_inset_rasterized.pdf | Bin 3487 -> 3494 bytes .../test_colorbar/colorbar_extend_alpha.png | Bin 2071 -> 2074 bytes .../test_colorbar/colorbar_keeping_xlabel.png | Bin 13087 -> 13075 bytes .../test_colors/light_source_shading_topo.png | Bin 622500 -> 623499 bytes .../test_colors/test_norm_abc.png | Bin 16041 -> 16087 bytes .../test_colorbars_no_overlapH.png | Bin 2050 -> 2476 bytes .../test_colorbars_no_overlapV.png | Bin 3548 -> 4467 bytes .../test_compressed_suptitle_colorbar.png | Bin 3532 -> 3713 bytes .../test_compressed_supylabel_colorbar.png | Bin 5018 -> 5133 bytes .../test_image/bbox_image_inverted.pdf | Bin 3467 -> 3494 bytes .../test_image/bbox_image_inverted.png | Bin 3928 -> 3886 bytes .../test_image/bbox_image_inverted.svg | 36 +- .../test_image/downsampling.png | Bin 253331 -> 387263 bytes .../test_image/downsampling_speckle.png | Bin 3778 -> 3413 bytes .../test_image/image_alpha.pdf | Bin 4239 -> 4235 bytes .../test_image/image_alpha.png | Bin 5950 -> 6057 bytes .../test_image/image_alpha.svg | 18 +- .../baseline_images/test_image/image_clip.svg | 448 +++++++++--------- .../test_image/image_cliprect.svg | 38 +- .../test_image/image_composite_alpha.pdf | Bin 56177 -> 37696 bytes .../test_image/image_composite_alpha.png | Bin 56022 -> 52634 bytes .../test_image/image_composite_alpha.svg | 6 +- .../test_image/image_composite_background.pdf | Bin 3448 -> 2737 bytes .../test_image/image_composite_background.png | Bin 3442 -> 3422 bytes .../test_image/image_composite_background.svg | 81 ++-- .../test_image/imshow_endianess.png | Bin 5309 -> 5443 bytes .../imshow_masked_interpolation.pdf | Bin 42807 -> 42462 bytes .../imshow_masked_interpolation.png | Bin 32032 -> 31754 bytes .../imshow_masked_interpolation.svg | 112 ++--- .../test_image/interp_alpha.png | Bin 14887 -> 14829 bytes .../test_image/interp_nearest_vs_none.pdf | Bin 2488 -> 2395 bytes .../test_image/interp_nearest_vs_none.svg | 14 +- .../baseline_images/test_image/mask_image.png | Bin 4038 -> 4114 bytes .../baseline_images/test_image/mask_image.svg | 159 ++++--- .../test_image/mask_image_over_under.png | Bin 33322 -> 34377 bytes .../test_image/no_interpolation_origin.png | Bin 5528 -> 5588 bytes .../test_image/nonuniform_and_pcolor.png | Bin 4223 -> 4315 bytes .../test_image/nonuniform_logscale.png | Bin 10262 -> 10224 bytes .../test_image/rasterize_10dpi.pdf | Bin 2425 -> 2449 bytes .../test_image/rasterize_10dpi.svg | 51 +- .../test_image/rgba_antialias.png | Bin 109664 -> 109806 bytes .../test_image/rotate_image.png | Bin 24038 -> 22365 bytes .../baseline_images/test_image/upsampling.png | Bin 68190 -> 68096 bytes .../bivariate_cmap_shapes.png | Bin 5084 -> 5044 bytes .../test_patheffects/patheffect1.pdf | Bin 7113 -> 8852 bytes .../test_patheffects/patheffect1.png | Bin 32077 -> 33152 bytes .../test_patheffects/patheffect1.svg | 6 +- .../test_patheffects/patheffect2.png | Bin 16310 -> 16330 bytes .../test_patheffects/patheffect2.svg | 186 ++++---- .../baseline_images/test_png/pngsuite.png | Bin 49593 -> 18026 bytes .../test_tightlayout/tight_layout5.png | Bin 2271 -> 3795 bytes lib/matplotlib/tests/test_png.py | 7 +- .../anchored_locator_base_call.png | Bin 2272 -> 2269 bytes .../test_axes_grid1/image_grid.png | Bin 3786 -> 3732 bytes .../image_grid_each_left_label_mode_all.png | Bin 9986 -> 10424 bytes .../test_axes_grid1/imagegrid_cbar_mode.png | Bin 33936 -> 33968 bytes .../test_axes_grid1/inset_axes.png | Bin 9928 -> 9897 bytes .../test_axes_grid1/inset_locator.png | Bin 9547 -> 9553 bytes .../test_axes_grid1/rgb_axes.png | Bin 6880 -> 6870 bytes 79 files changed, 640 insertions(+), 594 deletions(-) diff --git a/lib/matplotlib/tests/baseline_images/test_axes/extent_units.png b/lib/matplotlib/tests/baseline_images/test_axes/extent_units.png index 28bde8bf76ece8a1f22d06a2b900ad5940e20f66..605203b3c733be73868ef7f22f1ab19791891662 100644 GIT binary patch literal 67140 zcmd?S2{@PQzCZj(Q6iFL$kZSS5h3$XG-*&vLdHUwhYS%)QW;w^l%kSU5-L;XgiMJt z6roI^%yWkS=eG7fdp!Hv=lsukulK#)ec5Z3AHU&w?)&@wOy7H5J#;{miGhoOq9~?4 zyLW0+)FK~>qG?-7hwp5!Y3{(kw48V8Iv=q!cXl;#JVj}lINMv>Ia{AL<###d=ycl7 zR#HqtLQGujknQc3^SV)-5n3x7$CyxEp-XoKqe=#>&4|_?XI0mXB?IKKD(F zU6wyctUGghv$n}^Z28X`(s{S&^?t55t1EvJpRLz)Cdoqa`V)2d*p_K#7UQ~&)a01v z!fYw>r={*Wmeg+Y&Dyf}R4Be7@F46S4L^Bo_a=2(6@24T=z+_0KIDf5?l3Y@%NCx2 zlZ#>{k2!CXqBfAndQSfT>WNa%)iUv4c64&O9uxB}H$5%Q@5KvAI%Zx*KEBvZjoZ|2 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7N3bErNv9bZBhklK0/TjII78p7d7JC66MbZJmH7pwD/fk11qbo5FPqqV1a9LKvPPK19kPzS/Wv6FM7Z3h2BWoYCmMpWgLcomTWgrlZfWWYqxc51a4jmGpFG2YH2rT+rUF6YgncgCAzeEgBwDYHA5yAIDNSe2HY2labz/8+T63H+p40LlFJ9b2be+iR48t2WRONPNeJ8tK0w46uNoPK93uV9Lubcf6xy2F5bZqhVR6r6fPLYUrrd7Wytiu2A9NGdtk7XSfE7lpmn24sIxf5rq3Tdkv6N42Jb+1UcsOXeY1dr60oq9nOnclnT/stWKDPAmeyAEANoeDHABgczjIAQA2504Z27kOnrVk+2W84U4jD6VnTbs2HQfdW/X0Pu0+6NpmHHRun7Lfz5fS7lPteq49LqXO2/R+v7Z/7S9vXrs+Wh73Y/y4B/00H7mLVZ17Ie2+UsbWabCXbCNX19bp562oe3fvo3rMS+nwC7p3pVRtyRu+ATyRAwBsDgc5AMDmXGNKvnT96aQX1+WnteMVDTU2drefp9LHLj9txMglIe1+iNV9xqGVWpa63R9Puy/FlkoBFCyFJblnpfqhWZvZD42tsfarvP+F/KwuQCtdfzT2YtLu71zp86tK15+KXBLkqsdlmezt7aWwW5bv/kWdfCwFG6O+TTyRAwBsDgc5AMDmcJADAGzO1XX5aU0shabLT2uj1h1Lz17mscZe2NodzXxIux+mQrf7m0u7N12AogZ+3H5ou92fmXbvYguaedCUS3q6iy2k2Uv8WuxcB492Q1PWVvcRrCZe0VlXuv7oo5lJww8d68Prm5dctRbDiu5dtR+eFfvN4IkcAGBzOMgBADaHgxwAYHNCGduQSt8Jaa5dW2tjWn7Wru3dpegHH7l6xU1pWqeDh3Zt4/BiU/Q1dj4udbtf8neb2LKP/Gbm5msz7bpP4a/o3Dqf6/aVcrP9a620ekuE1mfpsKa6bChjq/eo092Pu5Zb9pq53oTRwUs+ch8a2F3rriQX9G95so4ncgCAzeEgBwDYnJCi7yoaugqGH+PP3wVWuvzcjJTS2mgpjFJKm4+D5DFP2a9UJdT5UkXDJ6Xdp1KKS7sv3FNW/XDcd8F+6KQUXasWQiefZOn8Tk5JrIuHUbnEPW5l3e01vnsvxGnspZYFuSS+L3P/pL7fNrV+ofrkH8FKZyFS9AEAvhcc5AAAm8NBDgCwOXdS9I+Xph0shUmXn3dnIbypZm7GRuf+CO517yTN3urEoj0ai1vUoxf09LPsh5k+bfT1lxWrokmdD/q608Ezq2Jvc0x0b2spzOyIwz4LdkRbilbGWoaib/IjOnfQ7UMXoP5nR/Ro3av/2dHXqj9L3RtVKhmbNTj6Ezr5VLTsE3Xvyl48kQMAbA4HOQDA5nCQAwBszvUt8ZEfLU2btWt7f5vr6bZdm451TvYa9Omgszrt+vHysrp3aW2STj6WvK3EPq6J67zTxMN1Mt3bpdn/Sq5jU/Rdadosdq6nu1K1USc+UbHttGvbyq21dulj9f0OKfnzshThMq6tWqFk7Ep3+x3Ivj8D/ng6vA8+cgCAbwYHOQDA5kT7oUnDP7WiYd/l502llUJFw0KKfrABBnlkLsNk4xcj4cRU7n7dOLVW/dBUGkxkmZdBLvG2QBsbrltIsw92xMe7/gyyR5B3CvbDsG+/LrMbOr2hYMlTbeJlLj0GKUUrGAbpqI/Vnx1XOXGhC73Q39NTZZYvsg0OhR8L+7jGSdW9eCIHANgcDnIAgM3hIAcA2Jyrsxu2NurgQfc+qTRtLFMr/79UStNaPV33mWvmLgX//nXu73N/7f11d2NtNx5jCyxo4rqX08SzWL2nl1/H0uw/rnubxtpU+rDv+zw2dHxXzbxft6LoSjp8KFXbvdYgfMtWfTr868ts6mNe36c+DT/86eDxkrG23Oyf6C9c0a5P0s/DfZx4TzyRAwBsDgc5AMDmcJADAGzONStN23vHNdal4VdK06bt2s4qTZvp0b2/uKJzV69jdG9fWjcr+zrft5J2X0vRN5p4a8PriWVrvd970OLDvnMfeUjJf5c3w+nebqzfqwrq7w46uEnRf5HX+tJtplq1fn7Ug25u0aXW/4my91ne73vjw/cRNPGKwd6sTfbliRwAYHM4yAEANoeDHABgc6KP3NRTifVT5vVUSqVpnfe7teeVpnXt2oKunZSmHXTX+VyITTzb7STtfal+itHMVRO39V8yjdxp5pk3vJ8P+2ivNONtzzTzo+jPg9HBVT+/BYHd6PZatlbp4wu68O9qubZWMvag8J21XFtoyeb19OOxPJEDAGwOBzkAwOYEacWl4Wddf/o0/KwU7a0irTiLXhp7rDRttUNQyX5oYmN5XFfKdT7OO9Tr+FjafVqato8Nc0YeCffkLYXDvJtrbZRLsq4/K9JK/6u92ACt/VC62Yd0+KEMr+4zj/34h2FnM/c8nmb1q1zzpNT5QGJrHEretvlciE3uiSdyAIDN4SAHANgcDnIAgM25BrthqTTtPA0/b9c2+bq1Umnakh5dKU1baNcWrlNI709tgm7fBZ2+0u3eWQydJq7zqSbu5jNL4fC3BJ0z9sOC3VDvN7RKCwuMyKkaeV+OVj/v+sHt58Oc3EN2j8/gd1gGW7Fk7IklZK2WXbon12rP78sTOQDA5nCQAwBsDgc5AMDm5D7yIUVf9HOXhp96w+fCUlqatvfRZin6NnY+rsTqPdY853OtOt235Dn31+m91q4Ure7lNPGP+c/FMSW/oJln3vB+XjVxXft+TCNXwvdK9d1uHPT0F3mG6svwJl7wft62Z/sIOIWntTvLOEuPTqh4tr3unejch1P0/b48kQMAbA4HOQDA5lxVHvFdf8Zz31kMo93QjFOrn7MuVtL5xylfKVFiCxUNXZcfnV+Te5xVMZFSXIXDzKpoutsHC2Efq1JKGMub3MsymaWwm9d9Q4egofrhQkq+Sikqn3TzF3lmugXb4JB3L3Pm9+hwvwsaSEmK0Nfaz1X28fdQsRQ662LaEeio5CHj1KpYuKebfa10CAIA+FZwkAMAbA4HOQDA5lzz0rSd7h3shmacpLT3xFKcMl/RjW3Xn4KeXtHEk3uy9r3SvpnuPZ8LOvcvd0+Pd/JJ0+7f5tq108Q/9urGv8TDGeyIc6uiTdHX2ArBQmjS7jOb41mdiJSzbINLpV3lnLDar66djzMt3t7/is5d0LLXrIrdvD5yv9ghAADsBgc5AMDmcJADAGzONejeZuzbRjWf51ooY5u2WevL2K7o6Us6d+U6Rts+tWyA0d6zlmyD3ztJu6/4yF27NqeJtzbq4qqJq2ZuNfIx9uZ85A5t16Y/EK/So815w8+iWva1j8/0abuPri3sOxwTcz/6vbX2Hkue85P2bW383pY08sdjQ96BwBM5AMDmcJADAGxOsB/+lq4/qS2wcB0nw2TSRKFSopVEQrW6eeySXOJS9E1H+rt79dUPM2nFWRWd1FKRUprIJ0lsL5/cEmnlsNVPZUeRUsLrMbJH7DZ07JYCpkzAx3xhLyeX6D7OFlhKPfdrh+uE1zrfa61zjx+761TU51rZAFL0AQC+FRzkAACbw0EOALA5MUX/N3T9qXbjqXQIquj2Y43J+TXvjdtwT8dT6b3uPd9H16rd0JUJiNdRnXtecjVYCk3nnkwTDzq4S9FXS+Ggp/vYw5ZDZy9srfRYFPRdew+ydtCuNf398X1D7IvuZWKt7m1S8mVttcuP1ddNGrvOhfFCin5NX3dWRZOyn+zLEzkAwOZwkAMAbA4HOQDA5lzT9m2lFP0H51oTUcrMFa/jtOxM515L0Z/7vd3aU8vYvrnYpDRtPx907nlp2tih3pSqzbrbqw7ej50m3tqoi/8ca/TeKj5y0XcvrdPFRSI/FaN7Oy94qZRrO55Kn7ZVK/nIH7+H2j2ZcUWLT0rG3l7mOQDhHow27zT9cB09rOQeeCIHANgcDnIAgM3hIAcA2JxrUAv1H2xNlLkolbVVK+nEv6F920qtlXPbt1VqrbgyttpaTOY73Tj+LcFcp+Ajt+3ZWosael8/xWnirQ26+O1XopEbLuoVX6Gke3d/i8pi+7H60XX8Kn/zGq5j7rc1qWuisePwaP2Uuo/c3b8ZF/T0kk6fXMd7w7NWbw/ONZ7IAQC2h4McAGBzrllp2ltFWjnY9SfMrUggBfvhmq3RSBWVdP7kni5uX1dyQOWQsNZIIolVcYxNStN2ckmQUlxKfpNytEZKaW2UU1RKuUnscL8/rtO5lCBraGvzgrQyyCXjlJNadM7aDVsbZY0gu8jaXobR9H0bO5/T+TR1fiXt3ln9VKp4MXMnSiBe7nG2WD/miRwAYHM4yAEANoeDHABgc66l9Pik+ufFpt2bcSW2NZ/eb3Tjmi3Q7/u0bvcntW+zKfjJfKZl9zp41M/NWqOff4xN+VnVvc04aOKqr78Yi6Er7arp+wXdO7YlM+OkPZtPPZ9r4nFtEmt04xVLYSV13v4NoKBHV0rTVnX7ca1v4TfMJyn6Qxq+7HshRR8A4HvBQQ4AsDkc5AAAm5P6yH2KfpuOnW9c5yu+cR2npWkPavEl33iytuQNty3k/L7NpNm72HCd9O8Ot/tf3xkP2nwSe3Pz6nt3pWgV0cR777im5IcU/X7s5lpr7VV95C/3v74T23u6b8GPrrEvXaz8/JqU/Hid5mMPe8Mzz/ljc621O6VdH1/rNP7wCHs0dT6sfTzW+sbTfdHIAQC+FRzkAACbcy114xEuFavikv3QXCeRG45WJazYDfPrVCyF87V5h6BexpC5LGXfyCVBVhoqSiaSh5NHQop+QS4xZGn3vXxyuUqsru1kmUsieTgJJEgpbq3KIzIeLJGZlOLsic5uKPMrlsKVzkMrHesrFQ1Lkk1Ye5vHik1weHR2dkMZq90Q+yEAwDeDgxwAYHM4yAEANucaXFxnadkrqf8FS2FmPzx6nYrdMFy3YinM9jUdjlypWlumtrU7enXBUlixBTqr4gqaLu86+7hYo4m31trl6uyHRhNvLbEfOlug6sRz3diVqdV9P/buv0709ZKl0FkV5+OK3TBba0vVFjrW55r44/fkrhN++I1GHuYoYwsA8L3gIAcA2BwOcgCAzbmm7ds6gSjrWF/ybJvU8+w6zerG8/GKnl5Zm+nrXk83axfuIc0Gtt78L9K9HaLRXlqh233oLN+tdZq4xsrcTWNNGn7Uqud6etTa9f6Nnp75ynstW27/d+jemfZeStFf8JHX0uyNXn1iW7ixsjE+cgCAbw0HOQDA5tzpEGTGJUthIfW/KGNY++FC2n3FFrhmP7yZOV1rYjVlvyBzRAnnNp/T98ntu5JmrxJC/xkK1r/CvmrRezVp93qdXj7JUvRVejloP9T34XY9XpUwSBOv89ia1c9ZFef7hLWFzj0hPpNATDq86+RTsRuGcZai3/8QO7uhjC9BbUNaAQD4VnCQAwBsDgc5AMDm3Clj+3gqfUm7lgu72DNL4FauM3azeXxfnV/qEOTK8lasfpmF8KSSsYpqp8PrCd3hx+cI1eZvvV5duV+9B6ORp517nEbuNPHWWrt2lsKr7Gu78XgL4XtvPzQp+Pl1stjH5mKszLkuOSsp+qXUedWfzXXT8rLz+aiJP34dV6oW+yEAwDeHgxwAYHM4yAEANif6yIWLLU1rxqXYlXZzfly6p6P7Nm2V9vjatFyuwb/Wogb+rFT7Xp92PvHWgof70reCqzxyqFYdNPK5v9uWoi1o4h97Gd3baOZpmr3VyDW2ybyJXSkZ+yTPeSlFfyV20O3nHvN78yV9vfCHRJuij48cAOB7wUEOALA5d6oftvk4lUCOyTCVlPwwXriOUtm3Zj9ckC0K9//oPqcSOtTY3w/HOZUx1GKo8Y/eh0o4xvZopRS5x4qUonvrdZzUEvcpWBWl4dG77RDUpnPxOlns/XWttdPkkdbal3T9Kd1Da+3mfjCN/dDZDVsb5ZNgN8R+CADwveAgBwDYHA5yAIDNueo/XIwOXiovG/Y14xNT9FPb4DBnrH9l++H8OvG6bp/CRmfq3oOOnKQk34wefZvruZcgYi68iYrR4qNm291HopGP5WU1fT/RvV2HoIL9UHXuweoX7IWJpfDV6d4revr9+7sX662KMi5p2RVboI5v87nQ7d7slZSmHdLuM4385fMPlEETRyMHAPhecJADAGwOBzkAwOY80OrtWSn6hX0FW5rWUdC509K6hessSb9n6eAFS/ZNNGYtA3u7zOesZ1tfTPL3gL6scNC5Q7Dxqxv/evCGu273WTq8070zPf16mc7p49b7da6nV3Rv5zEP4xXPuSkTUClbq+NSbNDa52n4oexupsU/q31bF/vy8i5zMm4AALA1HOQAAJvDQQ4AsDm5Ru7mCm3hKnp0xQseWPCcV1gpP/u0uicVgv+7n9PXpprtbT6nvuz+fdJaKolGHvzHPUGLf1wjt97w4Nk2XvCkJdtQP8Vo4jqvmvK7i1X9vKB7p1r2q4ld8ZybfW1rNBmn5WZNSzn/9wDd15ebfVr7tkEjH+deKWMLAPC94CAHANica0jJF0oSiJtbsfMpK+Vmj+5b4DTLYHohN6fywjiMnc37X/nmdkOd11/HtSzyIEGd+caEe+zlkiS2Yikcugk93rlHx5VOPk5K0dg8JX8cv9sU/fnYlQnQ2CULobMqNpE50rT7/usszb6yr7MUZmn3faxaCo20EqyJ2A8BAL4VHOQAAJvDQQ4AsDmhjO1a2r2Zc6yUsS1wasf6L2JIh8+CXRssbeGn9Fqrvla1Y3Wbh/dU3qhhWtsKVkh0736sJQaixmkshcbW6CyDd8fd3pnG/G5S9F2p2ndjGbx/jy7WjIPNcX7dWsf6JPbVpNKnJW9v81ijmes1YxlbMw6auIR2e0VNfJ6G/ypzr5SxBQD4XnCQAwBsDgc5AMDm3EnRd2n3Zi6jks5fYCmdX/kTUucN0ftth3btRbXTXoILqcOad9xpj/qeOR/5wmNDqnu7Vm/60XPecH0TX+fadUiHd15xo4lrbKZz9/p0JfZj/v7Xd/cynnPrIy9o76XUednbtYHLrmNL0+ohopq5ScMPvnGThp+1b+vT8FUTV82cJ3IAgM3hIAcA2JwgrZxWefDUSoMLe/2JconRQGJ3nsdfwLBWpRT9dfdNfwXs5lwFw9YGK2Mo8aD2w/5GkmqHwVJo5mIXF2M/DL+Cd/+Q2A9955vHpRUnW+jeqTxiUvSdlBLWnmhVbBW5pN8rsQVa66KWh3Bp+JWKhokMc3kdZQ0rrZg0/CCtmDT8YD+k+iEAwPeCgxwAYHM4yAEANiem6Btc2dp784/u9WWWwS/Sy4Ns7IIrWeuZBa/ToEMndknR1616LTI0u9f0/leje9tSAMUUfad721i9rCkvq+9TsCqa1Pmsa87VzJnOPnlpV5OiXygLm5cCeHzf4T4KXX7eE2tfpTRt/DvEwdK0hVK0rbV26a4Tde657q0p+S4NX+eu2A8BAL4XHOQAAJvDQQ4AsDl3UvST8YOstHb7XSVjn4VLrQ/Kr4nNUvQr+6qPuX/Pg8dcdeR+n1DytlDGIZPMjS5uU+kLPvKYvv94mn2mMfu2ahXPtknRr7ZKG9rPZbGP7zt8ThfatVXWPq00rStT25LStK+Pt29TL7hLw4+xaOQAAN8KDnIAgM25xt9RDSfJLuW1f4DUkloKL27S7auWQvX+fc6HdP1gq+sGb/rrYSJ59Gn3+uuthA4WwzO/N5m9sr+sSaUPUoqTT8I+EluoSmir75mUfB2HqoorlQZDGQEXa65TqFKYdvlx92C6/GRrlyoaduPUblioaPiqUsvQISixHw7VD8V+eEFaAQD4VnCQAwBsDgc5AMDmxBT9b9xhJ7e7Pb5VKDfrXnyww/XaXXIPRntXjfDyPtdzVTPXywx6b/Z9vEwHaxTK+zodXHVhq4O7ErdNNdliir7RjZ0OXtKuM92+tHZ+3VLnHtXEV/R0d92gvS+Upu1L0b4mGvlCadrr69v//zrr+tOn4WtKPvZDAIBvBgc5AMDmcJADAGxOXsb2VtBOZ+t2pHj7N6NlV3Tv6KXu33TR5d/neuLl3Wul0UfepT7rddz3vfKZSN5T+5HJut1375tLH/+YP5g6X4iNa5PYo3p0QRNPr7NQxrYUezGxydo2pOgndbWHMraPl6bVOfV7n1Wa9kenl7fW2g+z9vVCGVsAgG8NBzkAwOZwkAMAbM71u5WMDTjdNdOyK7Eljbyv9eF1vlED1W/WXDMPOnEoYpHco4s9ifTPKL3uXXj/S37vxJvv9fQT15Y08mP76nxeMrYQ2+nRThPX+eD9di3YND6Jbc4bLjVQ+tK0Wbs2rZ/Sj88sTfvj5VNDV038ehn1dZ7IAQA2h4McAGBzgv2wJLV8lSxTkTwMlbT6yq/yH+PH5RIrw4S0++6eQqceo4+EhijyK2p46fO14SqF77uVTwolE/KuP/3XhdgsRf80++E4F0uufn6t6fsutmI3zO6pZlWcW1+dlNJak248fl+bWq9SSljr7IcS2kkX0X6YSC3dD8RVZZeF0rS9nPLXy6/pXGs8kQMAbA8HOQDA5nCQAwBsTp6ivxlpSzYTO3ShL2vkx2KDnvs+1whFQrujBXdrQwp+Yj8ctvEi+NE/jQSdO1xY4l25WaOZ5+3DKvbDybokNq7NYru9Q8nbcdzcvhVLYcmqWChN6zRxmc808Thf6HbfrX1R+6Fp1+bsha3dsyd2lkJTira1MS0/K03ba+Ya+9cL9kMAgG8FBzkAwOZwkAMAbM4fqZFnOrcrGetiS7q3aSWWrzXadWs13ft97rkNYrUrOZyZvwd5/UkliNMytkb3Tt7/sTTqV/nI5Z5KGnnhOk73zvR099orafeVUgBGE/9YW/CRh5+dbhzS7k1pWtW1Vfc+2K6ttTENP9PI+/EP0bljbKenX+bp+63xRA4AsD0c5AAAm7Mmrdj066S8Xim1vrC0JJcYCUSnVmSZglxipZYgpZhc+jAl5QnO6vqjmG9OXu3QxMs3wEktz7MfPh4brnOmVdGkzofXs2Ip7K9TSLu3UkprrTn7oX4wdb4buy4/rY0Siet835pUMCx0+WlttBS6Lj+tjZ1+oqXwl4x7q6LIMBdS9AEAvhUc5AAAm8NBDgCwOX+E/TBo4JlGW0mHP0rB7hbmK7q3Scn/CJ58fe8mhtjH7YbPxJexLejeX2Y/lOs47Tr7W8hZXehPKo/7cV1jKXTd7itp90YT13tINXH9WXJdf4Jm3uner3NNvLUkzX6hNK2zGGqXH2c//Fv2wX4IAPDN4CAHANgcDnIAgM05VyMvtPW6za28+b5HPeiJN9xq1+nabiCaeKl9W8Eb7se+bO1K+7Zhn6I33K61PnKdWylja/YtlLGtrM21azNXSLOP13FadnKdo2n3ThNvbfywZZq4drs3PvIX1a77MrbBRz5PnVefeNS9TWla066ttdEr/ter94b/6MaqiavnnCdyAIDN4SAHANicIK3YdPhQWnC+8Wlp9cXrWAmkItFkv/ZbuUTWOqllxVKYSS2PzuXTj7MkpZxV/TCJLUkrx9L5dbxWKdGMQ/XDpONOqRTAsW73pbT7gpTS2iinRLnEdO5RC+FF5ZPPsVY3zNLue0nkRyKXjPbDce5vkUvG6odyTxfshwAA3woOcgCAzeEgBwDYnNx+OGhJJ5aiddp1svZot/uwj9O5dWNN/w1p94/NffzD5Ots7PRzGV6yFP0nEd63nkqZA50vrK1o5PH77GJl3xNL0w73n3XuGfbNutDLeLiOL2NrdW+nmRfS7oMmnpamfe++9mn3Q2na0OVH0/DfprGqiWsH+1eje//1Oi9NG9P3x3Gvmat+jkYOAPDN4CAHANgcDnIAgM25Lvm9VaO12nXS+m2yT7q0oJ1eVNdTf7eNfVwzDx5zfZ8Oa+RJ7DA13u/RFPy7e1dKBR/0gof5BY3c6eClMraFWJ1fKpdrtOxyGdu+JVuip7ej3e4LafdZKVr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`%LOCALAPPDATA%\matplotlib` instead of `%USERPROFILE%\.matplotlib`, following Windows application data storage conventions. This PR adds backwards compatibility by checking if `%USERPROFILE%\.matplotlib` already exists before using the new location. Closes #20779 --- .../next_api_changes/behavior/30975-VM.rst | 9 ++++ lib/matplotlib/__init__.py | 30 ++++++++++-- lib/matplotlib/tests/test_matplotlib.py | 46 +++++++++++++++++++ 3 files changed, 82 insertions(+), 3 deletions(-) create mode 100644 doc/api/next_api_changes/behavior/30975-VM.rst diff --git a/doc/api/next_api_changes/behavior/30975-VM.rst b/doc/api/next_api_changes/behavior/30975-VM.rst new file mode 100644 index 000000000000..185b57ac5de6 --- /dev/null +++ b/doc/api/next_api_changes/behavior/30975-VM.rst @@ -0,0 +1,9 @@ +Windows configuration directory location +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +On Windows, the default configuration and cache directories now use +``%LOCALAPPDATA%\matplotlib`` instead of ``%USERPROFILE%\.matplotlib``. +This follows Windows application data storage conventions. + +The ``MPLCONFIGDIR`` environment variable can still be used to override +this default. diff --git a/lib/matplotlib/__init__.py b/lib/matplotlib/__init__.py index 6b7296e85dca..b4f3cc7d21df 100644 --- a/lib/matplotlib/__init__.py +++ b/lib/matplotlib/__init__.py @@ -536,6 +536,28 @@ def _get_config_or_cache_dir(xdg_base_getter): configdir = Path(xdg_base_getter(), "matplotlib") except RuntimeError: # raised if Path.home() is not available pass + elif sys.platform == 'win32': + # On Windows, prefer %LOCALAPPDATA%\matplotlib which is the proper + # location for non-roaming application data (cache and config). + # See: https://docs.microsoft.com/en-us/windows/apps/design/app-settings/store-and-retrieve-app-data + # + # However, for backwards compatibility, if the old location + # (%USERPROFILE%\.matplotlib) exists, continue using it so existing + # users don't lose their config. + try: + old_configdir = Path.home() / ".matplotlib" + if old_configdir.is_dir(): + configdir = old_configdir + else: + localappdata = os.environ.get('LOCALAPPDATA') + if localappdata: + configdir = Path(localappdata) / "matplotlib" + else: + configdir = old_configdir + except RuntimeError: # raised if Path.home() is not available + localappdata = os.environ.get('LOCALAPPDATA') + if localappdata: + configdir = Path(localappdata) / "matplotlib" else: try: configdir = Path.home() / ".matplotlib" @@ -586,8 +608,9 @@ def get_configdir(): 1. If the MPLCONFIGDIR environment variable is supplied, choose that. 2. On Linux, follow the XDG specification and look first in - ``$XDG_CONFIG_HOME``, if defined, or ``$HOME/.config``. On other - platforms, choose ``$HOME/.matplotlib``. + ``$XDG_CONFIG_HOME``, if defined, or ``$HOME/.config``. On Windows, + use ``%LOCALAPPDATA%\\matplotlib``. On other platforms, choose + ``$HOME/.matplotlib``. 3. If the chosen directory exists and is writable, use that as the configuration directory. 4. Else, create a temporary directory, and use it as the configuration @@ -602,7 +625,8 @@ def get_cachedir(): Return the string path of the cache directory. The procedure used to find the directory is the same as for - `get_configdir`, except using ``$XDG_CACHE_HOME``/``$HOME/.cache`` instead. + `get_configdir`, except using ``$XDG_CACHE_HOME``/``$HOME/.cache`` instead + on Linux. On Windows, uses ``%LOCALAPPDATA%\\matplotlib`` (same as config). """ return _get_config_or_cache_dir(_get_xdg_cache_dir) diff --git a/lib/matplotlib/tests/test_matplotlib.py b/lib/matplotlib/tests/test_matplotlib.py index d0a3f8c617e1..f17dc2e42354 100644 --- a/lib/matplotlib/tests/test_matplotlib.py +++ b/lib/matplotlib/tests/test_matplotlib.py @@ -94,3 +94,49 @@ def test_get_executable_info_timeout(mock_check_output): with pytest.raises(matplotlib.ExecutableNotFoundError, match='Timed out'): matplotlib._get_executable_info.__wrapped__('inkscape') + + +@pytest.mark.skipif(sys.platform != "win32", reason="Windows-specific test") +def test_configdir_uses_localappdata_on_windows(tmp_path): + """Test that on Windows, config/cache dir uses LOCALAPPDATA for fresh installs.""" + localappdata = tmp_path / "AppData/Local" + localappdata.mkdir(parents=True) + # Set USERPROFILE to tmp_path so the old location check finds nothing + fake_home = tmp_path / "home" + fake_home.mkdir() + + proc = subprocess_run_for_testing( + [sys.executable, "-c", + "import matplotlib; print(matplotlib.get_configdir())"], + env={**os.environ, "LOCALAPPDATA": str(localappdata), + "USERPROFILE": str(fake_home), "MPLCONFIGDIR": ""}, + capture_output=True, text=True, check=True) + + configdir = proc.stdout.strip() + # On Windows with no existing old config, should use LOCALAPPDATA\matplotlib + assert configdir == str(localappdata / "matplotlib") + + +@pytest.mark.skipif(sys.platform != "win32", reason="Windows-specific test") +def test_configdir_uses_userprofile_on_windows_if_exists(tmp_path): + """ + Test that on Windows, config/cache dir uses %USERPROFILE% if .matplotlib + exists. + """ + localappdata = tmp_path / "AppData/Local" + localappdata.mkdir(parents=True) + fake_home = tmp_path / "home" + fake_home.mkdir() + old_configdir = fake_home / ".matplotlib" + old_configdir.mkdir() + + proc = subprocess_run_for_testing( + [sys.executable, "-c", + "import matplotlib; print(matplotlib.get_configdir())"], + env={**os.environ, "LOCALAPPDATA": str(localappdata), + "USERPROFILE": str(fake_home), "MPLCONFIGDIR": ""}, + capture_output=True, text=True, check=True) + + configdir = proc.stdout.strip() + # On Windows with existing old config, should continue using it + assert configdir == str(old_configdir) From 2bd2c45ccded91fabe12d84adecf728a79445314 Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Mon, 2 Mar 2026 17:34:22 +0100 Subject: [PATCH 280/329] DOC: Rewrite tickabel rotation example to use rotation_mode (#31222) Closes #31221. --- doc/devel/tag_glossary.rst | 2 - .../examples/ticks/ticklabels_rotation.py | 41 +++++++++++++------ 2 files changed, 28 insertions(+), 15 deletions(-) diff --git a/doc/devel/tag_glossary.rst b/doc/devel/tag_glossary.rst index b3d0ec2bcbda..b71646269c2c 100644 --- a/doc/devel/tag_glossary.rst +++ b/doc/devel/tag_glossary.rst @@ -33,8 +33,6 @@ API tags: what content from the API reference is in the example? +-----------------------------------+---------------------------------------------+ |``component: annotation`` | | +-----------------------------------+---------------------------------------------+ -|``component: label`` | | -+-----------------------------------+---------------------------------------------+ |``component: ticks`` | | +-----------------------------------+---------------------------------------------+ |``component: spines`` |frequently paired with ``component: axis`` | diff --git a/galleries/examples/ticks/ticklabels_rotation.py b/galleries/examples/ticks/ticklabels_rotation.py index d337ca827cde..c17312a61d48 100644 --- a/galleries/examples/ticks/ticklabels_rotation.py +++ b/galleries/examples/ticks/ticklabels_rotation.py @@ -2,24 +2,38 @@ =================== Rotated tick labels =================== + +Rotating tick labels can be useful when the labels are long and overlap with each other. +Adjust the tick properties using `~.Axes.tick_params`: Set the angle in degrees via +the *rotation* parameter. Set the *rotation_mode* parameter to "xtick" / "ytick" to +make the text point towards the tick, see also `~.Text.set_rotation_mode`. """ import matplotlib.pyplot as plt -x = [1, 2, 3, 4] -y = [1, 4, 9, 6] -labels = ['Frogs', 'Hogs', 'Bogs', 'Slogs'] +population = { + 'India': 1417.492, + 'China': 1404.89, + 'United States': 341.784857, + 'Indonesia': 284.438782, + 'Pakistan': 241.499431, + 'Nigeria': 223.8, + 'Brazil': 213.421037, + 'Bangladesh': 169.828911, + 'Russia': 146.028325, + 'Mexico': 131.001723, + 'Japan': 122.95, + 'Philippines': 114.1236, + 'DR Congo': 112.832, + 'Ethiopia': 111.652998, + 'Egypt': 107.868296, + 'Vietnam': 102.3, +} fig, ax = plt.subplots() -ax.plot(x, y) -# A tick label rotation can be set using Axes.tick_params. -ax.tick_params("y", rotation=45) -# Alternatively, if setting custom labels with set_xticks/set_yticks, it can -# be set at the same time as the labels. -# For both APIs, the rotation can be an angle in degrees, or one of the strings -# "horizontal" or "vertical". -ax.set_xticks(x, labels, rotation='vertical') - +ax.bar(population.keys(), population.values()) +ax.tick_params("x", rotation=45, rotation_mode="xtick") +ax.set_ylabel("population (millions)") plt.show() # %% @@ -30,4 +44,5 @@ # in this example: # # - `matplotlib.axes.Axes.tick_params` / `matplotlib.pyplot.tick_params` -# - `matplotlib.axes.Axes.set_xticks` / `matplotlib.pyplot.xticks` +# +# .. tags:: component: ticks, plot-type: bar From 2bd2bec4d04fd579c99415cd0a5e896017d3b4fa Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 2 Mar 2026 21:03:17 +0000 Subject: [PATCH 281/329] Bump the actions group with 3 updates Bumps the actions group with 3 updates: [actions/upload-artifact](https://github.com/actions/upload-artifact), [actions/download-artifact](https://github.com/actions/download-artifact) and [github/codeql-action](https://github.com/github/codeql-action). Updates `actions/upload-artifact` from 6.0.0 to 7.0.0 - [Release notes](https://github.com/actions/upload-artifact/releases) - [Commits](https://github.com/actions/upload-artifact/compare/b7c566a772e6b6bfb58ed0dc250532a479d7789f...bbbca2ddaa5d8feaa63e36b76fdaad77386f024f) Updates `actions/download-artifact` from 7.0.0 to 8.0.0 - [Release notes](https://github.com/actions/download-artifact/releases) - [Commits](https://github.com/actions/download-artifact/compare/37930b1c2abaa49bbe596cd826c3c89aef350131...70fc10c6e5e1ce46ad2ea6f2b72d43f7d47b13c3) Updates `github/codeql-action` from 4.32.4 to 4.32.5 - [Release notes](https://github.com/github/codeql-action/releases) - [Changelog](https://github.com/github/codeql-action/blob/main/CHANGELOG.md) - [Commits](https://github.com/github/codeql-action/compare/89a39a4e59826350b863aa6b6252a07ad50cf83e...c793b717bc78562f491db7b0e93a3a178b099162) --- updated-dependencies: - dependency-name: actions/upload-artifact dependency-version: 7.0.0 dependency-type: direct:production update-type: version-update:semver-major dependency-group: actions - dependency-name: actions/download-artifact dependency-version: 8.0.0 dependency-type: direct:production update-type: version-update:semver-major dependency-group: actions - dependency-name: github/codeql-action dependency-version: 4.32.5 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: actions ... Signed-off-by: dependabot[bot] --- .github/workflows/cibuildwheel.yml | 6 +++--- .github/workflows/codeql-analysis.yml | 4 ++-- .github/workflows/tests.yml | 2 +- 3 files changed, 6 insertions(+), 6 deletions(-) diff --git a/.github/workflows/cibuildwheel.yml b/.github/workflows/cibuildwheel.yml index 59c1c912b5e7..73f00d707627 100644 --- a/.github/workflows/cibuildwheel.yml +++ b/.github/workflows/cibuildwheel.yml @@ -72,7 +72,7 @@ jobs: run: twine check dist/* - name: Upload sdist result - uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0 + uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0 with: name: cibw-sdist path: dist/*.tar.gz @@ -137,7 +137,7 @@ jobs: steps: - name: Download sdist - uses: actions/download-artifact@37930b1c2abaa49bbe596cd826c3c89aef350131 # v7.0.0 + uses: actions/download-artifact@70fc10c6e5e1ce46ad2ea6f2b72d43f7d47b13c3 # v8.0.0 with: name: cibw-sdist path: dist/ @@ -187,7 +187,7 @@ jobs: CIBW_ENABLE: pypy if: matrix.cibw_archs != 'aarch64' && matrix.os != 'windows-latest' && matrix.os != 'windows-11-arm' - - uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0 + - uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0 with: name: cibw-wheels-${{ runner.os }}-${{ matrix.cibw_archs }} path: ./wheelhouse/*.whl diff --git a/.github/workflows/codeql-analysis.yml b/.github/workflows/codeql-analysis.yml index fcd5a66e2c8f..a5137cf1ce38 100644 --- a/.github/workflows/codeql-analysis.yml +++ b/.github/workflows/codeql-analysis.yml @@ -32,7 +32,7 @@ jobs: persist-credentials: false - name: Initialize CodeQL - uses: github/codeql-action/init@89a39a4e59826350b863aa6b6252a07ad50cf83e # v4.32.4 + uses: github/codeql-action/init@c793b717bc78562f491db7b0e93a3a178b099162 # v4.32.5 with: languages: ${{ matrix.language }} @@ -43,4 +43,4 @@ jobs: pip install --user -v . - name: Perform CodeQL Analysis - uses: github/codeql-action/analyze@89a39a4e59826350b863aa6b6252a07ad50cf83e # v4.32.4 + uses: github/codeql-action/analyze@c793b717bc78562f491db7b0e93a3a178b099162 # v4.32.5 diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml index 6f79beae1bd5..2e02ef83edc7 100644 --- a/.github/workflows/tests.yml +++ b/.github/workflows/tests.yml @@ -400,7 +400,7 @@ jobs: name: "${{ matrix.python-version }} ${{ matrix.os }} ${{ matrix.name-suffix }}" token: ${{ secrets.CODECOV_TOKEN }} - - uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0 + - uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0 if: failure() with: name: "${{ matrix.python-version }} ${{ matrix.os }} ${{ matrix.name-suffix }} result images" From e3d6dfc7035370d3416d9a940224b1598ebb412e Mon Sep 17 00:00:00 2001 From: Muhammad Hannan Akram <135500332+Hannan7812@users.noreply.github.com> Date: Tue, 3 Mar 2026 06:25:17 +0500 Subject: [PATCH 282/329] ENH: Adds `errorbar.capthick` and `errorbar.elinewidth` to mplstyle (#31202) * Added 2 new rcparams: errorbar.capthick and errorbar.elinewidth * Modified _axes.py to properly render the rcparams * Fixed minor formatting to pass linter tests * Update lib/matplotlib/mpl-data/matplotlibrc Fixed documentation formatting Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Adressed reviewer comments and added a test * DOC: Add sections to rcParams documentation * Apply suggestion from @timhoffm * Update lib/matplotlib/tests/test_axes.py Incorporated suggestion to satisfy linting rule Co-authored-by: AlbertUnruh <73029826+AlbertUnruh@users.noreply.github.com> * Update lib/matplotlib/tests/test_axes.py Incorporated suggestion to pass linting test W291 Co-authored-by: AlbertUnruh <73029826+AlbertUnruh@users.noreply.github.com> * Moved capthick to line 4174 --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> Co-authored-by: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Co-authored-by: AlbertUnruh <73029826+AlbertUnruh@users.noreply.github.com> --- lib/matplotlib/axes/_axes.py | 3 +++ lib/matplotlib/mpl-data/matplotlibrc | 2 ++ lib/matplotlib/rcsetup.py | 13 +++++++++++++ lib/matplotlib/tests/test_axes.py | 19 +++++++++++++++++++ lib/matplotlib/typing.py | 2 ++ 5 files changed, 39 insertions(+) diff --git a/lib/matplotlib/axes/_axes.py b/lib/matplotlib/axes/_axes.py index be4a1b12cc39..1a88a1cd7300 100644 --- a/lib/matplotlib/axes/_axes.py +++ b/lib/matplotlib/axes/_axes.py @@ -4154,6 +4154,7 @@ def _upcast_err(err): # Make the style dict for the line collections (the bars). eb_lines_style = {**base_style, 'color': ecolor} + elinewidth = mpl._val_or_rc(elinewidth, "errorbar.elinewidth") if elinewidth is not None: eb_lines_style['linewidth'] = elinewidth @@ -4170,6 +4171,8 @@ def _upcast_err(err): # Make the style dict for caps (the "hats"). eb_cap_style = {**base_style, 'linestyle': 'none'} capsize = mpl._val_or_rc(capsize, "errorbar.capsize") + capthick = mpl._val_or_rc(capthick, "errorbar.capthick") + if capsize > 0: eb_cap_style['markersize'] = 2. * capsize if capthick is not None: diff --git a/lib/matplotlib/mpl-data/matplotlibrc b/lib/matplotlib/mpl-data/matplotlibrc index 17705fe60347..777de295fae6 100644 --- a/lib/matplotlib/mpl-data/matplotlibrc +++ b/lib/matplotlib/mpl-data/matplotlibrc @@ -662,6 +662,8 @@ ## * ERRORBAR PLOTS * ## *************************************************************************** #errorbar.capsize: 0 # length of end cap on error bars in pixels +#errorbar.capthick: None # thickness of end cap on error bars in points +#errorbar.elinewidth: None # line width of error bar lines in points ## *************************************************************************** diff --git a/lib/matplotlib/rcsetup.py b/lib/matplotlib/rcsetup.py index ce6633868091..33cc3447b70b 100644 --- a/lib/matplotlib/rcsetup.py +++ b/lib/matplotlib/rcsetup.py @@ -1114,6 +1114,8 @@ def _convert_validator_spec(key, conv): # errorbar props "errorbar.capsize": validate_float, + "errorbar.capthick": validate_float_or_None, + "errorbar.elinewidth": validate_float_or_None, # axis props # alignment of x/y axis title @@ -2918,6 +2920,17 @@ class _Subsection: validator=validate_float, description="length of end cap on error bars in pixels" ), + _Param( + "errorbar.capthick", + default=None, + validator=validate_float_or_None, + description="thickness of end cap on error bars in points."), + _Param( + "errorbar.elinewidth", + default=None, + validator=validate_float_or_None, + description="line width of the error bar lines in points." + ), _Section("Histogram plots"), _Param( "hist.bins", diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py index a58b6f88e5ea..74d48a89d0c0 100644 --- a/lib/matplotlib/tests/test_axes.py +++ b/lib/matplotlib/tests/test_axes.py @@ -10155,3 +10155,22 @@ def test_animated_artists_not_drawn_by_default(): mocked_im_draw.assert_not_called() mocked_ln_draw.assert_not_called() + + +def test_errorbar_uses_rcparams(): + with mpl.rc_context({ + "errorbar.capsize": 5.0, + "errorbar.capthick": 2.5, + "errorbar.elinewidth": 1.75, + }): + fig, ax = plt.subplots() + eb = ax.errorbar([0, 1, 2], [1, 2, 3], yerr=[0.1, 0.2, 0.3], fmt="none") + + data_line, caplines, barlinecols = eb.lines + assert data_line is None + assert caplines + + assert_allclose([cap.get_markersize() for cap in caplines], 10.0) + assert_allclose([cap.get_markeredgewidth() for cap in caplines], 2.5) + for barcol in barlinecols: + assert_allclose(barcol.get_linewidths(), 1.75) diff --git a/lib/matplotlib/typing.py b/lib/matplotlib/typing.py index d2e12c6e08d9..6a1dc3e4a1d3 100644 --- a/lib/matplotlib/typing.py +++ b/lib/matplotlib/typing.py @@ -281,6 +281,8 @@ "date.interval_multiples", "docstring.hardcopy", "errorbar.capsize", + "errorbar.capthick", + "errorbar.elinewidth", "figure.autolayout", "figure.constrained_layout.h_pad", "figure.constrained_layout.hspace", From 1fe898104c3c83217d52ecd3f8e829b68682e853 Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Tue, 3 Mar 2026 22:10:51 -0700 Subject: [PATCH 283/329] Code review updates --- lib/matplotlib/collections.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/lib/matplotlib/collections.py b/lib/matplotlib/collections.py index 35fc1c09121e..b6283e0bab27 100644 --- a/lib/matplotlib/collections.py +++ b/lib/matplotlib/collections.py @@ -1518,7 +1518,7 @@ def _make_verts(self, t, f1, f2, where): if n > 0: pts = np.empty((2 * n, 2)) # Preallocate and fill for speed pts[:n, 0], pts[:n, 1] = t_where, f1_where - pts[n:, 0], pts[n:, 1] = t_where[::-1], f2_where[::-1] + pts[n:, 0], pts[n:, 1] = t_where, f2_where self._bbox.update_from_data_xy(self._fix_pts_xy_order(pts)) return [ @@ -1581,8 +1581,9 @@ def _make_verts_for_region(self, t, f1, f2, idx0, idx1): # Preallocate and fill for speed n = len(t_slice) pts = np.empty((2 * n + 2, 2)) - pts[0], pts[n+1] = start, end + pts[0, :] = start pts[1:n+1, 0], pts[1:n+1, 1] = t_slice, f1_slice + pts[n+1, :] = end pts[n+2:, 0], pts[n+2:, 1] = t_slice[::-1], f2_slice[::-1] return self._fix_pts_xy_order(pts) From 726af3868cd83b731045c8c17920ce324254b2c9 Mon Sep 17 00:00:00 2001 From: Chirag Sharma <160767827+Chirag3841@users.noreply.github.com> Date: Wed, 4 Mar 2026 13:08:16 +0530 Subject: [PATCH 284/329] ENH: Snap 3D view angle changes when holding Control key (#31145) * Snap 3D rotation to 5 degree increments with Ctrl * Snap 3D rotation to 5 degree increments with Ctrl * Trigger CI rerun * Add rcParam axes3d.snap_rotation for configurable 3D rotation snapping * Add axes3d.snap_rotation rcParam and rotation snapping test * Add axes3d.snap_rotation rcParam and rotation snapping test * Update snap rotation test using MouseEvent interaction * Update snap rotation test * Add snap rotation interaction test * update test file * Include roll in snap_rotation and simplify snapping test * changes in test file * test update * set default to five * set default to five * use test_pan method * test file updated * test file debug * add next whats new * Re-trigger CI for coverage sync * test exact val --- doc/release/next_whats_new/snap_rotation.rst | 16 +++++ lib/matplotlib/mpl-data/matplotlibrc | 2 +- lib/matplotlib/rcsetup.py | 7 +++ lib/matplotlib/typing.py | 1 + lib/mpl_toolkits/mplot3d/axes3d.py | 5 ++ lib/mpl_toolkits/mplot3d/tests/test_axes3d.py | 61 +++++++++++++++++++ 6 files changed, 91 insertions(+), 1 deletion(-) create mode 100644 doc/release/next_whats_new/snap_rotation.rst diff --git a/doc/release/next_whats_new/snap_rotation.rst b/doc/release/next_whats_new/snap_rotation.rst new file mode 100644 index 000000000000..144a4fa96011 --- /dev/null +++ b/doc/release/next_whats_new/snap_rotation.rst @@ -0,0 +1,16 @@ +Snapping 3D rotation angles with Control key +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +3D axes rotation now supports snapping to fixed angular increments +when holding the ``Control`` key during mouse rotation. + +The snap step size is controlled by the new +``axes3d.snap_rotation`` rcParam (default: 5.0 degrees). +Setting it to 0 disables snapping. + +For example:: + + mpl.rcParams["axes3d.snap_rotation"] = 10 + +will snap elevation, azimuth, and roll angles to multiples +of 10 degrees while rotating with the mouse. diff --git a/lib/matplotlib/mpl-data/matplotlibrc b/lib/matplotlib/mpl-data/matplotlibrc index 777de295fae6..e934109ee492 100644 --- a/lib/matplotlib/mpl-data/matplotlibrc +++ b/lib/matplotlib/mpl-data/matplotlibrc @@ -451,7 +451,7 @@ # See also https://matplotlib.org/stable/api/toolkits/mplot3d/view_angles.html#rotation-with-mouse #axes3d.trackballsize: 0.667 # trackball diameter, in units of the Axes bbox #axes3d.trackballborder: 0.2 # trackball border width, in units of the Axes bbox (only for 'sphere' and 'arcball' style) - +#axes3d.snap_rotation: 5.0 # Snap angle (degrees) for 3D rotation when holding Control. ## *************************************************************************** ## * AXIS * ## *************************************************************************** diff --git a/lib/matplotlib/rcsetup.py b/lib/matplotlib/rcsetup.py index 33cc3447b70b..e56da5200386 100644 --- a/lib/matplotlib/rcsetup.py +++ b/lib/matplotlib/rcsetup.py @@ -1184,6 +1184,7 @@ def _convert_validator_spec(key, conv): "axes3d.mouserotationstyle": ["azel", "trackball", "sphere", "arcball"], "axes3d.trackballsize": validate_float, "axes3d.trackballborder": validate_float, + "axes3d.snap_rotation": validate_float, # scatter props "scatter.marker": _validate_marker, @@ -2193,6 +2194,12 @@ class _Subsection: "'sphere' and 'arcball' style)" ), _Section("Axis"), + _Param( + "axes3d.snap_rotation", + default=5.0, + validator=validate_float, + description="Snap angle (in degrees) for 3D rotation when holding Control." + ), _Param( "xaxis.labellocation", default="center", diff --git a/lib/matplotlib/typing.py b/lib/matplotlib/typing.py index 6a1dc3e4a1d3..87016984da12 100644 --- a/lib/matplotlib/typing.py +++ b/lib/matplotlib/typing.py @@ -222,6 +222,7 @@ "axes3d.grid", "axes3d.mouserotationstyle", "axes3d.trackballborder", + "axes3d.snap_rotation", "axes3d.trackballsize", "axes3d.xaxis.panecolor", "axes3d.yaxis.panecolor", diff --git a/lib/mpl_toolkits/mplot3d/axes3d.py b/lib/mpl_toolkits/mplot3d/axes3d.py index 3f191f4d5112..b9323897c4d3 100644 --- a/lib/mpl_toolkits/mplot3d/axes3d.py +++ b/lib/mpl_toolkits/mplot3d/axes3d.py @@ -1598,6 +1598,11 @@ def _on_move(self, event): q = dq * q elev, azim, roll = np.rad2deg(q.as_cardan_angles()) + step = mpl.rcParams["axes3d.snap_rotation"] + if step > 0 and getattr(event, "key", None) == "control": + elev = step * round(elev / step) + azim = step * round(azim / step) + roll = step * round(roll / step) # update view vertical_axis = self._axis_names[self._vertical_axis] diff --git a/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py b/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py index 7002a495c5d7..ec7295981969 100644 --- a/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py +++ b/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py @@ -2783,3 +2783,64 @@ def test_axis_get_tightbbox_includes_offset_text(): f"bbox.x1 ({bbox.x1}) should be >= offset_bbox.x1 ({offset_bbox.x1})" assert bbox.y1 >= offset_bbox.y1 - 1e-6, \ f"bbox.y1 ({bbox.y1}) should be >= offset_bbox.y1 ({offset_bbox.y1})" + + +def test_ctrl_rotation_snaps_to_5deg(): + fig = plt.figure() + ax = fig.add_subplot(projection='3d') + + initial = (12.3, 33.7, 2.2) + ax.view_init(*initial) + fig.canvas.draw() + + s = 0.25 + step = plt.rcParams["axes3d.snap_rotation"] + + # First rotation without Ctrl + with mpl.rc_context({'axes3d.mouserotationstyle': 'azel'}): + MouseEvent._from_ax_coords( + "button_press_event", ax, (0, 0), MouseButton.LEFT + )._process() + + MouseEvent._from_ax_coords( + "motion_notify_event", + ax, + (s * ax._pseudo_w, s * ax._pseudo_h), + MouseButton.LEFT, + )._process() + + fig.canvas.draw() + + rotated_elev = ax.elev + rotated_azim = ax.azim + rotated_roll = ax.roll + + # Reset before ctrl rotation + ax.view_init(*initial) + fig.canvas.draw() + + # Now rotate with Ctrl + with mpl.rc_context({'axes3d.mouserotationstyle': 'azel'}): + MouseEvent._from_ax_coords( + "button_press_event", ax, (0, 0), MouseButton.LEFT + )._process() + + MouseEvent._from_ax_coords( + "motion_notify_event", + ax, + (s * ax._pseudo_w, s * ax._pseudo_h), + MouseButton.LEFT, + key="control" + )._process() + + fig.canvas.draw() + + expected_elev = step * round(rotated_elev / step) + expected_azim = step * round(rotated_azim / step) + expected_roll = step * round(rotated_roll / step) + + assert ax.elev == pytest.approx(expected_elev) + assert ax.azim == pytest.approx(expected_azim) + assert ax.roll == pytest.approx(expected_roll) + + plt.close(fig) From 29b35646743753b5b0cf04908d5d498a55b453b9 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Melissa=20Weber=20Mendon=C3=A7a?= Date: Wed, 4 Mar 2026 19:00:42 -0300 Subject: [PATCH 285/329] DOC: Remove gitter links and direct folks to Discourse chat (#31236) --- doc/devel/communication_guide.rst | 5 ++--- doc/devel/contribute.rst | 33 ++++++++++++++++-------------- doc/devel/development_setup.rst | 2 +- doc/devel/development_workflow.rst | 3 +-- 4 files changed, 22 insertions(+), 21 deletions(-) diff --git a/doc/devel/communication_guide.rst b/doc/devel/communication_guide.rst index c90d1d93b99d..dc5669719442 100644 --- a/doc/devel/communication_guide.rst +++ b/doc/devel/communication_guide.rst @@ -40,7 +40,7 @@ The following venues are managed by Matplotlib maintainers and contributors: * library and docs: https://github.com/matplotlib/matplotlib * forum: https://discourse.matplotlib.org/ -* chat: `https://matrix.to/#/#matplotlib:matrix.org `_ +* chat: `https://discourse.matplotlib.org/chat/c/community/3 `_ * blog: https://blog.scientific-python.org/ .. _social-media: @@ -77,8 +77,7 @@ Mailing lists Social media coordination ------------------------- * Team mailing list: matplotlib-social@numfocus.org -* Public chat room: `https://matrix.to/#/#matplotlib_community:gitter.im `_ - +* Public chat room on Discourse: `Community `_ Maintenance ----------- diff --git a/doc/devel/contribute.rst b/doc/devel/contribute.rst index ca9232d8e842..96bc5d157518 100644 --- a/doc/devel/contribute.rst +++ b/doc/devel/contribute.rst @@ -32,7 +32,7 @@ Ways to contribute for an existing issue that describes your problem or open a new issue to inform us of the problem you observed and discuss the best approach to fix it. If your contributions would not be captured on GitHub (social media, - communication, educational content), you can also reach out to us on gitter_, + communication, educational content), you can also reach out to us on `Discourse `__ or attend any of our `community meetings `__. @@ -164,7 +164,7 @@ we mean by triage are: Our triage process is discussed in detail in :ref:`bug_triaging`. If you have any questions about the process, please reach out on the -:ref:`contributor_incubator` +:ref:`contributor_incubator`. .. _other_ways_to_contribute: @@ -238,8 +238,8 @@ you can browse previous meeting notes on `GitHub `_. We recommend joining the meeting to clarify any doubts, or lingering questions you might have, and to get to know a few of the people behind the -GitHub handles 😉. You can reach out to us on gitter_ for any clarifications or -suggestions. We ❤ feedback! +GitHub handles 😉. You can reach out to us on `incubator chat`_ for any +clarifications or suggestions. We ❤ feedback! .. _contributor_incubator: @@ -247,18 +247,20 @@ Contributor incubator --------------------- The incubator is our non-public communication channel for new contributors. It -is a private gitter_ (chat) room moderated by core Matplotlib developers where -you can get guidance and support for your first few PRs. It's a place where you -can ask questions about anything: how to use git, GitHub, how our PR review -process works, technical questions about the code, what makes for good +is a public chat room on Discourse_ moderated by core Matplotlib developers +where you can get guidance and support for your first few PRs. It's a place +where you can ask questions about anything: how to use git, GitHub, how our PR +review process works, technical questions about the code, what makes for good documentation or a blog post, how to get involved in community work, or get a "pre-review" on your PR. -To join, please go to our public `community gitter`_ channel, and ask to be added to -``#incubator``. One of our core developers will see your message and will add you. +To join, go to Discourse_ and click on the chat bubble icon next to the search +icon at the top right of the page. Then, find the "Incubator" channel. -.. _gitter: https://gitter.im/matplotlib/matplotlib -.. _community gitter: https://gitter.im/matplotlib/community +.. _Discourse: https://discourse.matplotlib.org/ +.. _development chat: https://discourse.matplotlib.org/chat/c/matplotlib/2 +.. _community chat: https://discourse.matplotlib.org/chat/c/community/3 +.. _incubator chat: https://discourse.matplotlib.org/chat/c/incubator/4 .. _good_first_issues: @@ -316,9 +318,10 @@ Get connected When in doubt, we recommend going together! Get connected with our community of active contributors, many of whom felt just like you when they started out and are happy to welcome you and support you as you get to know how we work, and -where things are. You can reach out on any of our :ref:`communication-channels`. -For development questions we recommend reaching out on our development gitter_ -chat room and for community questions reach out at `community gitter`_. +where things are. You can reach out on any of our :ref:`communication-channels`, +including the chat space on Discourse_. For development questions we recommend +reaching out on our `development chat`_ and for community questions reach out at +the `community chat`_. .. _managing_issues_prs: diff --git a/doc/devel/development_setup.rst b/doc/devel/development_setup.rst index 91a3f612d497..55bf98b4d380 100644 --- a/doc/devel/development_setup.rst +++ b/doc/devel/development_setup.rst @@ -282,7 +282,7 @@ have :ghpull:`26621` in its history (log), you will have to reinstall from sourc each time you change any compiled extension code. If the installation is not working, please consult the :ref:`troubleshooting guide `. -If the guide does not offer a solution, please reach out via `chat `_ +If the guide does not offer a solution, please reach out via `discourse `_ or :ref:`open an issue `. diff --git a/doc/devel/development_workflow.rst b/doc/devel/development_workflow.rst index c26b5eb9ae4e..99c7e29234aa 100644 --- a/doc/devel/development_workflow.rst +++ b/doc/devel/development_workflow.rst @@ -22,8 +22,7 @@ why you did it, we recommend the following: * Make a new branch for each feature or bug fix — "one task, one branch". * Name your branch for the purpose of the changes - e.g. ``bugfix-for-issue-14`` or ``refactor-database-code``. -* If you get stuck, reach out on Gitter or - `discourse `__. +* If you get stuck, reach out on `discourse `__. * When you're ready or need feedback on your code, open a pull request so that the Matplotlib developers can give feedback and eventually include your suggested code into the ``main`` branch. From d9afaf67d07f0c07c79587f2ffd154e02d11d6c9 Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Fri, 16 Jan 2026 22:19:51 -0700 Subject: [PATCH 286/329] Fix 3D axes to properly support non-linear scales (log, symlog, etc.) This fixes a long-standing issue where 3D plots ignored scale transforms. The methods set_xscale(), set_yscale(), set_zscale() existed but the transforms were never applied to data or coordinates. Key changes: - axes3d.py: Add _get_scaled_limits() to transform axis limits through scale transforms. Modify get_proj() to use scaled limits for world transformation. Override _update_transScale() to use identity transforms since 3D projection handles scales internally. Update autoscale_view() and _set_lim3d() to apply margins in transformed space. - art3d.py: Add _apply_scale_transforms() utility function. Update all do_3d_projection() methods to apply scale transforms before projection. - axis3d.py: Update _get_coord_info() to return scaled-space bounds. Modify _draw_ticks() to transform tick locations to scaled space. Update draw() and draw_grid() for proper coordinate handling. The fix ensures that: - Data coordinates are transformed through scale transforms before projection (e.g., log10 for log scale) - World transformation matrix maps scaled coordinates to unit cube - Axis ticks, labels, and grid lines position correctly - 2D display transforms remain linear (no double-transformation) Co-Authored-By: Claude Opus 4.5 --- lib/mpl_toolkits/mplot3d/art3d.py | 103 +++++++++- lib/mpl_toolkits/mplot3d/axes3d.py | 302 +++++++++++++++++++++++++---- lib/mpl_toolkits/mplot3d/axis3d.py | 83 +++++++- 3 files changed, 436 insertions(+), 52 deletions(-) diff --git a/lib/mpl_toolkits/mplot3d/art3d.py b/lib/mpl_toolkits/mplot3d/art3d.py index d06d157db4ce..7d2ba7bd03c5 100644 --- a/lib/mpl_toolkits/mplot3d/art3d.py +++ b/lib/mpl_toolkits/mplot3d/art3d.py @@ -72,6 +72,60 @@ def get_dir_vector(zdir): raise ValueError("'x', 'y', 'z', None or vector of length 3 expected") +def _apply_scale_transforms(xs, ys, zs, axes): + """ + Apply scale transforms to 3D coordinates. + + This transforms data coordinates through the axis scale transforms + (log, symlog, etc.) to get scaled coordinates that can be properly + projected through the world transformation. + + Parameters + ---------- + xs, ys, zs : array-like + The x, y, z coordinates in data space. + axes : Axes3D + The axes providing the scale transforms. + + Returns + ------- + xs_scaled, ys_scaled, zs_scaled : np.ndarray + The coordinates in scaled space. + """ + xs = np.asarray(xs) + ys = np.asarray(ys) + zs = np.asarray(zs) + + # Get the scale transforms for each axis + x_trans = axes.xaxis.get_transform() + y_trans = axes.yaxis.get_transform() + z_trans = axes.zaxis.get_transform() + + # Handle masked arrays by preserving the mask + x_mask = np.ma.getmask(xs) if np.ma.isMA(xs) else False + y_mask = np.ma.getmask(ys) if np.ma.isMA(ys) else False + z_mask = np.ma.getmask(zs) if np.ma.isMA(zs) else False + + # Get the data (without mask) for transformation + xs_data = np.ma.getdata(xs).ravel() if np.ma.isMA(xs) else xs.ravel() + ys_data = np.ma.getdata(ys).ravel() if np.ma.isMA(ys) else ys.ravel() + zs_data = np.ma.getdata(zs).ravel() if np.ma.isMA(zs) else zs.ravel() + + # Transform through scale + xs_scaled = x_trans.transform(xs_data).reshape(xs.shape) + ys_scaled = y_trans.transform(ys_data).reshape(ys.shape) + zs_scaled = z_trans.transform(zs_data).reshape(zs.shape) + + # Reapply masks if needed + if x_mask is not False or y_mask is not False or z_mask is not False: + combined_mask = x_mask | y_mask | z_mask + xs_scaled = np.ma.array(xs_scaled, mask=combined_mask) + ys_scaled = np.ma.array(ys_scaled, mask=combined_mask) + zs_scaled = np.ma.array(zs_scaled, mask=combined_mask) + + return xs_scaled, ys_scaled, zs_scaled + + def _viewlim_mask(xs, ys, zs, axes): """ Return the mask of the points outside the axes view limits. @@ -79,7 +133,7 @@ def _viewlim_mask(xs, ys, zs, axes): Parameters ---------- xs, ys, zs : array-like - The points to mask. + The points to mask. These should be in data coordinates. axes : Axes3D The axes to use for the view limits. @@ -198,7 +252,16 @@ def draw(self, renderer): else: pos3d = np.array([self._x, self._y, self._z], dtype=float) - proj = proj3d._proj_trans_points([pos3d, pos3d + self._dir_vec], self.axes.M) + # Apply scale transforms before projection + pos3d_scaled = np.array(_apply_scale_transforms( + pos3d[0], pos3d[1], pos3d[2], self.axes)) + # Also scale the direction vector endpoint + dir_end = pos3d + self._dir_vec + dir_end_scaled = np.array(_apply_scale_transforms( + dir_end[0], dir_end[1], dir_end[2], self.axes)) + + proj = proj3d._proj_trans_points( + [pos3d_scaled, dir_end_scaled], self.axes.M) dx = proj[0][1] - proj[0][0] dy = proj[1][1] - proj[1][0] angle = math.degrees(math.atan2(dy, dx)) @@ -334,6 +397,8 @@ def draw(self, renderer): dtype=float, mask=mask).filled(np.nan) else: xs3d, ys3d, zs3d = self._verts3d + # Apply scale transforms before projection + xs3d, ys3d, zs3d = _apply_scale_transforms(xs3d, ys3d, zs3d, self.axes) xs, ys, zs, tis = proj3d._proj_transform_clip(xs3d, ys3d, zs3d, self.axes.M, self.axes._focal_length) @@ -427,7 +492,13 @@ def do_3d_projection(self): vs_list = [np.ma.array(vs, mask=np.broadcast_to( _viewlim_mask(*vs.T, self.axes), vs.shape)) for vs in vs_list] - xyzs_list = [proj3d.proj_transform(*vs.T, self.axes.M) for vs in vs_list] + # Apply scale transforms before projection + xyzs_list = [] + for vs in vs_list: + xs_scaled, ys_scaled, zs_scaled = _apply_scale_transforms( + vs[:, 0], vs[:, 1], vs[:, 2], self.axes) + xyzs_list.append(proj3d.proj_transform( + xs_scaled, ys_scaled, zs_scaled, self.axes.M)) self._paths = [mpath.Path(np.ma.column_stack([xs, ys]), cs) for (xs, ys, _), (_, cs) in zip(xyzs_list, self._3dverts_codes)] zs = np.concatenate([zs for _, _, zs in xyzs_list]) @@ -511,7 +582,13 @@ def do_3d_projection(self): viewlim_mask = np.broadcast_to(viewlim_mask[..., np.newaxis], (*viewlim_mask.shape, 3)) mask = mask | viewlim_mask - xyzs = np.ma.array(proj3d._proj_transform_vectors(segments, self.axes.M), + + # Apply scale transforms before projection + xs_scaled, ys_scaled, zs_scaled = _apply_scale_transforms( + segments[..., 0], segments[..., 1], segments[..., 2], self.axes) + segments_scaled = np.stack([xs_scaled, ys_scaled, zs_scaled], axis=-1) + + xyzs = np.ma.array(proj3d._proj_transform_vectors(segments_scaled, self.axes.M), mask=mask) segments_2d = xyzs[..., 0:2] LineCollection.set_segments(self, segments_2d) @@ -595,6 +672,8 @@ def do_3d_projection(self): dtype=float, mask=mask).filled(np.nan) else: xs, ys, zs = zip(*s) + # Apply scale transforms before projection + xs, ys, zs = _apply_scale_transforms(xs, ys, zs, self.axes) vxs, vys, vzs, vis = proj3d._proj_transform_clip(xs, ys, zs, self.axes.M, self.axes._focal_length) @@ -657,6 +736,8 @@ def do_3d_projection(self): dtype=float, mask=mask).filled(np.nan) else: xs, ys, zs = zip(*s) + # Apply scale transforms before projection + xs, ys, zs = _apply_scale_transforms(xs, ys, zs, self.axes) vxs, vys, vzs, vis = proj3d._proj_transform_clip(xs, ys, zs, self.axes.M, self.axes._focal_length) @@ -802,6 +883,8 @@ def do_3d_projection(self): xs, ys, zs = np.ma.array(self._offsets3d, mask=mask) else: xs, ys, zs = self._offsets3d + # Apply scale transforms before projection + xs, ys, zs = _apply_scale_transforms(xs, ys, zs, self.axes) vxs, vys, vzs, vis = proj3d._proj_transform_clip(xs, ys, zs, self.axes.M, self.axes._focal_length) @@ -1020,7 +1103,9 @@ def do_3d_projection(self): xyzs = np.ma.array(self._offsets3d, mask=mask) else: xyzs = self._offsets3d - vxs, vys, vzs, vis = proj3d._proj_transform_clip(*xyzs, + # Apply scale transforms before projection + xyzs_scaled = _apply_scale_transforms(*xyzs, self.axes) + vxs, vys, vzs, vis = proj3d._proj_transform_clip(*xyzs_scaled, self.axes.M, self.axes._focal_length) self._data_scale = _get_data_scale(vxs, vys, vzs) @@ -1353,10 +1438,16 @@ def do_3d_projection(self): num_faces = len(self._faces) mask = self._invalid_vertices + # Apply scale transforms to faces before projection + xs_scaled, ys_scaled, zs_scaled = _apply_scale_transforms( + self._faces[..., 0], self._faces[..., 1], self._faces[..., 2], + self.axes) + faces_scaled = np.stack([xs_scaled, ys_scaled, zs_scaled], axis=-1) + # Some faces might contain masked vertices, so we want to ignore any # errors that those might cause with np.errstate(invalid='ignore', divide='ignore'): - pfaces = proj3d._proj_transform_vectors(self._faces, self.axes.M) + pfaces = proj3d._proj_transform_vectors(faces_scaled, self.axes.M) if self._axlim_clip: viewlim_mask = _viewlim_mask(self._faces[..., 0], self._faces[..., 1], diff --git a/lib/mpl_toolkits/mplot3d/axes3d.py b/lib/mpl_toolkits/mplot3d/axes3d.py index b9323897c4d3..bbd04c4935d2 100644 --- a/lib/mpl_toolkits/mplot3d/axes3d.py +++ b/lib/mpl_toolkits/mplot3d/axes3d.py @@ -233,8 +233,19 @@ def get_zaxis(self): get_zticklines = _axis_method_wrapper("zaxis", "get_ticklines") def _transformed_cube(self, vals): - """Return cube with limits from *vals* transformed by self.M.""" + """Return cube with limits from *vals* transformed by self.M. + + The vals are in data space and are first transformed through the + axis scale transforms before being projected. + """ minx, maxx, miny, maxy, minz, maxz = vals + # Transform from data space to scaled space + x_trans = self.xaxis.get_transform() + y_trans = self.yaxis.get_transform() + z_trans = self.zaxis.get_transform() + minx, maxx = x_trans.transform([minx, maxx]) + miny, maxy = y_trans.transform([miny, maxy]) + minz, maxz = z_trans.transform([minz, maxz]) xyzs = [(minx, miny, minz), (maxx, miny, minz), (maxx, maxy, minz), @@ -245,6 +256,24 @@ def _transformed_cube(self, vals): (minx, maxy, maxz)] return proj3d._proj_points(xyzs, self.M) + def _update_transScale(self): + """ + Override transScale to always use identity/linear transforms. + + In 3D axes, scale transforms (log, symlog, etc.) are applied during the + 3D projection in do_3d_projection() methods. The resulting 2D coordinates + are already in normalized display space and should NOT go through + additional log transforms. Using linear transforms here ensures that + negative projected coordinates (which are valid in 3D projection) are + not clipped by log transforms. + """ + # Always use identity transforms for 2D display, since 3D projection + # already handles scale transforms internally + self.transScale.set( + mtransforms.blended_transform_factory( + mtransforms.IdentityTransform(), + mtransforms.IdentityTransform())) + @_api.delete_parameter("3.11", "share") @_api.delete_parameter("3.11", "anchor") def set_aspect(self, aspect, adjustable=None, anchor=None, share=False): @@ -630,10 +659,18 @@ def autoscale_view(self, tight=None, x0, x1 = self.xy_dataLim.intervalx xlocator = self.xaxis.get_major_locator() x0, x1 = xlocator.nonsingular(x0, x1) + # Validate limits for the scale (e.g., positive for log scale) + minpos = self.xy_dataLim.minposx + x0, x1 = self.xaxis._scale.limit_range_for_scale(x0, x1, minpos) if self._xmargin > 0: - delta = (x1 - x0) * self._xmargin - x0 -= delta - x1 += delta + # Apply margin in transformed space to handle non-linear scales + transform = self.xaxis.get_transform() + inverse_trans = transform.inverted() + x0t, x1t = transform.transform([x0, x1]) + delta = (x1t - x0t) * self._xmargin + if not np.isfinite(delta): + delta = 0 + x0, x1 = inverse_trans.transform([x0t - delta, x1t + delta]) if not _tight: x0, x1 = xlocator.view_limits(x0, x1) self.set_xbound(x0, x1, self._view_margin) @@ -642,10 +679,18 @@ def autoscale_view(self, tight=None, y0, y1 = self.xy_dataLim.intervaly ylocator = self.yaxis.get_major_locator() y0, y1 = ylocator.nonsingular(y0, y1) + # Validate limits for the scale (e.g., positive for log scale) + minpos = self.xy_dataLim.minposy + y0, y1 = self.yaxis._scale.limit_range_for_scale(y0, y1, minpos) if self._ymargin > 0: - delta = (y1 - y0) * self._ymargin - y0 -= delta - y1 += delta + # Apply margin in transformed space to handle non-linear scales + transform = self.yaxis.get_transform() + inverse_trans = transform.inverted() + y0t, y1t = transform.transform([y0, y1]) + delta = (y1t - y0t) * self._ymargin + if not np.isfinite(delta): + delta = 0 + y0, y1 = inverse_trans.transform([y0t - delta, y1t + delta]) if not _tight: y0, y1 = ylocator.view_limits(y0, y1) self.set_ybound(y0, y1, self._view_margin) @@ -654,10 +699,18 @@ def autoscale_view(self, tight=None, z0, z1 = self.zz_dataLim.intervalx zlocator = self.zaxis.get_major_locator() z0, z1 = zlocator.nonsingular(z0, z1) + # Validate limits for the scale (e.g., positive for log scale) + minpos = self.zz_dataLim.minposx + z0, z1 = self.zaxis._scale.limit_range_for_scale(z0, z1, minpos) if self._zmargin > 0: - delta = (z1 - z0) * self._zmargin - z0 -= delta - z1 += delta + # Apply margin in transformed space to handle non-linear scales + transform = self.zaxis.get_transform() + inverse_trans = transform.inverted() + z0t, z1t = transform.transform([z0, z1]) + delta = (z1t - z0t) * self._zmargin + if not np.isfinite(delta): + delta = 0 + z0, z1 = inverse_trans.transform([z0t - delta, z1t + delta]) if not _tight: z0, z1 = zlocator.view_limits(z0, z1) self.set_zbound(z0, z1, self._view_margin) @@ -787,9 +840,21 @@ def _set_lim3d(self, axis, lower=None, upper=None, *, emit=True, view_margin = self._view_margin else: view_margin = 0 - delta = (upper - lower) * view_margin - lower -= delta - upper += delta + # Apply margin in transformed space to handle non-linear scales properly + if view_margin > 0 and hasattr(axis, '_scale') and axis._scale is not None: + transform = axis.get_transform() + inverse_trans = transform.inverted() + # For log scale, need valid limits before transforming + minpos = max(1e-300, abs(lower) if lower > 0 else 1e-5) + lower, upper = axis._scale.limit_range_for_scale(lower, upper, minpos) + lower_t, upper_t = transform.transform([lower, upper]) + delta = (upper_t - lower_t) * view_margin + if np.isfinite(delta): + lower, upper = inverse_trans.transform([lower_t - delta, upper_t + delta]) + else: + delta = (upper - lower) * view_margin + lower -= delta + upper += delta return axis._set_lim(lower, upper, emit=emit, auto=auto) def set_xlim(self, left=None, right=None, *, emit=True, auto=False, @@ -1044,25 +1109,75 @@ def get_zlim(self): get_zscale = _axis_method_wrapper("zaxis", "get_scale") - # Redefine all three methods to overwrite their docstrings. - set_xscale = _axis_method_wrapper("xaxis", "_set_axes_scale") - set_yscale = _axis_method_wrapper("yaxis", "_set_axes_scale") - set_zscale = _axis_method_wrapper("zaxis", "_set_axes_scale") - set_xscale.__doc__, set_yscale.__doc__, set_zscale.__doc__ = map( + # Custom scale setters that handle limit validation for non-linear scales + def set_xscale(self, value, **kwargs): + """ + Set the x-axis scale. + + Parameters + ---------- + value : {"linear", "log", "symlog", "logit", ...} + The axis scale type to apply. See `~.scale.ScaleBase` for + the list of available scales. + + **kwargs + Keyword arguments are forwarded to the scale class. + For example, ``base=2`` can be passed when using a log scale. + """ + # For non-linear scales, set valid limits before changing scale + # to avoid warnings about invalid limits + if value != 'linear': + vmin, vmax = self.get_xlim() + if vmin <= 0 or vmax <= 0: + # Set temporary valid limits before scale change + self.set_xlim(1, 10, auto=True) + self.xaxis._set_axes_scale(value, **kwargs) + + def set_yscale(self, value, **kwargs): """ - Set the {}-axis scale. + Set the y-axis scale. Parameters ---------- - value : {{"linear"}} - The axis scale type to apply. 3D Axes currently only support - linear scales; other scales yield nonsensical results. + value : {"linear", "log", "symlog", "logit", ...} + The axis scale type to apply. See `~.scale.ScaleBase` for + the list of available scales. **kwargs - Keyword arguments are nominally forwarded to the scale class, but - none of them is applicable for linear scales. - """.format, - ["x", "y", "z"]) + Keyword arguments are forwarded to the scale class. + For example, ``base=2`` can be passed when using a log scale. + """ + # For non-linear scales, set valid limits before changing scale + # to avoid warnings about invalid limits + if value != 'linear': + vmin, vmax = self.get_ylim() + if vmin <= 0 or vmax <= 0: + # Set temporary valid limits before scale change + self.set_ylim(1, 10, auto=True) + self.yaxis._set_axes_scale(value, **kwargs) + + def set_zscale(self, value, **kwargs): + """ + Set the z-axis scale. + + Parameters + ---------- + value : {"linear", "log", "symlog", "logit", ...} + The axis scale type to apply. See `~.scale.ScaleBase` for + the list of available scales. + + **kwargs + Keyword arguments are forwarded to the scale class. + For example, ``base=2`` can be passed when using a log scale. + """ + # For non-linear scales, set valid limits before changing scale + # to avoid warnings about invalid limits + if value != 'linear': + vmin, vmax = self.get_zlim() + if vmin <= 0 or vmax <= 0: + # Set temporary valid limits before scale change + self.set_zlim(1, 10, auto=True) + self.zaxis._set_axes_scale(value, **kwargs) get_zticks = _axis_method_wrapper("zaxis", "get_ticklocs") set_zticks = _axis_method_wrapper("zaxis", "set_ticks") @@ -1210,15 +1325,114 @@ def _roll_to_vertical( else: return np.roll(arr, (self._vertical_axis - 2)) + def _get_scale_transform(self, axis): + """ + Return the scale transform for the given axis. + + For non-linear scales (log, symlog, etc.), this returns the + transform that maps data coordinates to scaled coordinates. + For linear scales, returns an IdentityTransform. + """ + return axis.get_transform() + + def _transform_limit_to_scale(self, limit, transform): + """ + Transform a limit value through the scale transform. + + Parameters + ---------- + limit : float + The limit value in data coordinates. + transform : Transform + The scale transform to apply. + + Returns + ------- + float + The limit value in scaled coordinates. + """ + # Transform the limit through the scale + return transform.transform([limit])[0] + + def _get_scaled_limits(self): + """ + Get axis limits transformed through their respective scale transforms. + + Returns + ------- + tuple + (xmin_scaled, xmax_scaled, ymin_scaled, ymax_scaled, + zmin_scaled, zmax_scaled) + """ + x_trans = self._get_scale_transform(self.xaxis) + y_trans = self._get_scale_transform(self.yaxis) + z_trans = self._get_scale_transform(self.zaxis) + + xmin, xmax = self.get_xlim3d() + ymin, ymax = self.get_ylim3d() + zmin, zmax = self.get_zlim3d() + + return ( + self._transform_limit_to_scale(xmin, x_trans), + self._transform_limit_to_scale(xmax, x_trans), + self._transform_limit_to_scale(ymin, y_trans), + self._transform_limit_to_scale(ymax, y_trans), + self._transform_limit_to_scale(zmin, z_trans), + self._transform_limit_to_scale(zmax, z_trans), + ) + + def _inverse_scale_transform(self, x, y, z): + """ + Apply inverse scale transforms to coordinates. + + Converts from scaled space back to data space. + + Parameters + ---------- + x, y, z : float or array-like + Coordinates in scaled space. + + Returns + ------- + x_data, y_data, z_data : float or ndarray + Coordinates in data space. + """ + x_inv = self.xaxis.get_transform().inverted() + y_inv = self.yaxis.get_transform().inverted() + z_inv = self.zaxis.get_transform().inverted() + + x_arr = np.atleast_1d(x) + y_arr = np.atleast_1d(y) + z_arr = np.atleast_1d(z) + + x_data = x_inv.transform(x_arr.ravel()).reshape(x_arr.shape) + y_data = y_inv.transform(y_arr.ravel()).reshape(y_arr.shape) + z_data = z_inv.transform(z_arr.ravel()).reshape(z_arr.shape) + + # Return scalars if input was scalar (check original input) + if np.ndim(x) == 0: + x_data = float(x_data.flat[0]) + if np.ndim(y) == 0: + y_data = float(y_data.flat[0]) + if np.ndim(z) == 0: + z_data = float(z_data.flat[0]) + + return x_data, y_data, z_data + def get_proj(self): """Create the projection matrix from the current viewing position.""" # Transform to uniform world coordinates 0-1, 0-1, 0-1 + # For non-linear scales, we use the scaled limits so the world + # transformation maps scaled coordinates (not data coordinates) + # to the unit cube box_aspect = self._roll_to_vertical(self._box_aspect) + # Use scaled limits for the world transformation. This ensures that + # for non-linear scales (log, symlog, etc.), the world transformation + # maps scaled coordinates to the unit cube. + scaled_limits = self._get_scaled_limits() worldM = proj3d.world_transformation( - *self.get_xlim3d(), - *self.get_ylim3d(), - *self.get_zlim3d(), + *scaled_limits, pb_aspect=box_aspect, ) @@ -1477,17 +1691,25 @@ def _calc_coord(self, xv, yv, renderer=None): else: # perspective projection zv = -1 / self._focal_length - # Convert point on view plane to data coordinates + # Convert point on view plane to scaled coordinates + # (inv_transform returns scaled coords because M was built with scaled limits) p1 = np.array(proj3d.inv_transform(xv, yv, zv, self.invM)).ravel() # Get the vector from the camera to the point on the view plane - vec = self._get_camera_loc() - p1 - - # Get the pane locations for each of the axes - pane_locs = [] + # Camera location is in data space, so transform it to scaled space + cam_data = self._get_camera_loc() + cam_scaled = np.array(art3d._apply_scale_transforms( + cam_data[0], cam_data[1], cam_data[2], self)).ravel() + vec = cam_scaled - p1 + + # Get the pane locations for each of the axes (in data space) + # and transform to scaled space + pane_locs_data = [] for axis in self._axis_map.values(): xys, loc = axis.active_pane() - pane_locs.append(loc) + pane_locs_data.append(loc) + pane_locs_scaled = np.array(art3d._apply_scale_transforms( + pane_locs_data[0], pane_locs_data[1], pane_locs_data[2], self)).ravel() # Find the distance to the nearest pane by projecting the view vector scales = np.zeros(3) @@ -1495,12 +1717,16 @@ def _calc_coord(self, xv, yv, renderer=None): if vec[i] == 0: scales[i] = np.inf else: - scales[i] = (p1[i] - pane_locs[i]) / vec[i] + scales[i] = (p1[i] - pane_locs_scaled[i]) / vec[i] pane_idx = np.argmin(abs(scales)) scale = scales[pane_idx] - # Calculate the point on the closest pane - p2 = p1 - scale*vec + # Calculate the point on the closest pane (in scaled space) + p2_scaled = p1 - scale*vec + + # Convert back to data coordinates + p2 = np.array(self._inverse_scale_transform( + p2_scaled[0], p2_scaled[1], p2_scaled[2])) return p2, pane_idx def _arcball(self, x: float, y: float) -> np.ndarray: diff --git a/lib/mpl_toolkits/mplot3d/axis3d.py b/lib/mpl_toolkits/mplot3d/axis3d.py index fdd22b717f67..6e37f57e20aa 100644 --- a/lib/mpl_toolkits/mplot3d/axis3d.py +++ b/lib/mpl_toolkits/mplot3d/axis3d.py @@ -22,6 +22,33 @@ def _move_from_center(coord, centers, deltas, axmask=(True, True, True)): return coord + axmask * np.copysign(1, coord - centers) * deltas +def _apply_scale_to_coord(coord, axes): + """ + Apply scale transforms to a 3D coordinate. + + Parameters + ---------- + coord : array-like of length 3 + The (x, y, z) coordinate in data space. + axes : Axes3D + The axes providing the scale transforms. + + Returns + ------- + array of length 3 + The coordinate in scaled space. + """ + coord = np.asarray(coord) + x_trans = axes.xaxis.get_transform() + y_trans = axes.yaxis.get_transform() + z_trans = axes.zaxis.get_transform() + return np.array([ + x_trans.transform([coord[0]])[0], + y_trans.transform([coord[1]])[0], + z_trans.transform([coord[2]])[0], + ]) + + def _tick_update_position(tick, tickxs, tickys, labelpos): """Update tick line and label position and style.""" @@ -267,14 +294,32 @@ def get_rotate_label(self, text): return len(text) > 4 def _get_coord_info(self): - mins, maxs = np.array([ + # Get the data-space bounds + data_mins, data_maxs = np.array([ self.axes.get_xbound(), self.axes.get_ybound(), self.axes.get_zbound(), ]).T + # Transform to scaled space for proper positioning with non-linear scales + x_trans = self.axes.xaxis.get_transform() + y_trans = self.axes.yaxis.get_transform() + z_trans = self.axes.zaxis.get_transform() + + mins = np.array([ + x_trans.transform([data_mins[0]])[0], + y_trans.transform([data_mins[1]])[0], + z_trans.transform([data_mins[2]])[0], + ]) + maxs = np.array([ + x_trans.transform([data_maxs[0]])[0], + y_trans.transform([data_maxs[1]])[0], + z_trans.transform([data_maxs[2]])[0], + ]) + # Project the bounds along the current position of the cube: - bounds = mins[0], maxs[0], mins[1], maxs[1], mins[2], maxs[2] + # Note: _transformed_cube expects data-space bounds and transforms them internally + bounds = data_mins[0], data_maxs[0], data_mins[1], data_maxs[1], data_mins[2], data_maxs[2] bounds_proj = self.axes._transformed_cube(bounds) # Determine which one of the parallel planes are higher up: @@ -443,6 +488,9 @@ def _draw_ticks(self, renderer, edgep1, centers, deltas, highs, mins, maxs, tc, highs = self._get_coord_info() centers, deltas = self._calc_centers_deltas(maxs, mins) + # Get the scale transform for this axis to transform tick locations + axis_trans = [self.axes.xaxis, self.axes.yaxis, self.axes.zaxis][index].get_transform() + # Draw ticks: tickdir = self._get_tickdir(pos) tickdelta = deltas[tickdir] if highs[tickdir] else -deltas[tickdir] @@ -459,9 +507,13 @@ def _draw_ticks(self, renderer, edgep1, centers, deltas, highs, points = deltas_per_point * deltas for tick in ticks: # Get tick line positions + # edgep1 is already in scaled space (from _get_coord_info) pos = edgep1.copy() - pos[index] = tick.get_loc() + # Transform tick location from data space to scaled space + tick_loc_scaled = axis_trans.transform([tick.get_loc()])[0] + pos[index] = tick_loc_scaled pos[tickdir] = out_tickdir + # pos is already in scaled space, project directly x1, y1, z1 = proj3d.proj_transform(*pos, self.axes.M) pos[tickdir] = in_tickdir x2, y2, z2 = proj3d.proj_transform(*pos, self.axes.M) @@ -471,6 +523,7 @@ def _draw_ticks(self, renderer, edgep1, centers, deltas, highs, pos[tickdir] = edgep1_tickdir pos = _move_from_center(pos, centers, labeldeltas, self._axmask()) + # pos is already in scaled space, project directly lx, ly, lz = proj3d.proj_transform(*pos, self.axes.M) _tick_update_position(tick, (x1, x2), (y1, y2), (lx, ly)) @@ -496,6 +549,7 @@ def _draw_offset_text(self, renderer, edgep1, edgep2, labeldeltas, centers, pos = _move_from_center(outeredgep, centers, labeldeltas, self._axmask()) + # pos is already in scaled space, project directly olx, oly, olz = proj3d.proj_transform(*pos, self.axes.M) self.offsetText.set_text(self.major.formatter.get_offset()) self.offsetText.set_position((olx, oly)) @@ -520,7 +574,9 @@ def _draw_offset_text(self, renderer, edgep1, edgep2, labeldeltas, centers, # Three-letters (e.g., TFT, FTT) are short-hand for the array of bools # from the variable 'highs'. # --------------------------------------------------------------------- - centpt = proj3d.proj_transform(*centers, self.axes.M) + # Apply scale transforms before projection + centers_scaled = _apply_scale_to_coord(centers, self.axes) + centpt = proj3d.proj_transform(*centers_scaled, self.axes.M) if centpt[tickdir] > pep[tickdir, outerindex]: # if FT and if highs has an even number of Trues if (centpt[index] <= pep[index, outerindex] @@ -552,8 +608,10 @@ def _draw_labels(self, renderer, edgep1, edgep2, labeldeltas, centers, dx, dy): label = self._axinfo["label"] # Draw labels + # edgep1, edgep2, and centers are already in scaled space lxyz = 0.5 * (edgep1 + edgep2) lxyz = _move_from_center(lxyz, centers, labeldeltas, self._axmask()) + # lxyz is in scaled space, project directly tlx, tly, tlz = proj3d.proj_transform(*lxyz, self.axes.M) self.label.set_position((tlx, tly)) if self.get_rotate_label(self.label.get_text()): @@ -589,7 +647,7 @@ def draw(self, renderer): for edgep1, edgep2, pos in zip(*self._get_all_axis_line_edge_points( minmax, maxmin, self._tick_position)): - # Project the edge points along the current position + # Edge points are already in scaled space (from _get_coord_info) pep = proj3d._proj_trans_points([edgep1, edgep2], self.axes.M) pep = np.asarray(pep) @@ -617,7 +675,7 @@ def draw(self, renderer): for edgep1, edgep2, pos in zip(*self._get_all_axis_line_edge_points( minmax, maxmin, self._label_position)): - # See comments above + # Edge points are already in scaled space (from _get_coord_info) pep = proj3d._proj_trans_points([edgep1, edgep2], self.axes.M) pep = np.asarray(pep) dx, dy = (self.axes.transAxes.transform([pep[0:2, 1]]) - @@ -642,10 +700,19 @@ def draw_grid(self, renderer): info = self._axinfo index = info["i"] + # For grid lines, we need data-space bounds since Line3DCollection + # applies scale transforms in do_3d_projection + data_mins, data_maxs = np.array([ + self.axes.get_xbound(), + self.axes.get_ybound(), + self.axes.get_zbound(), + ]).T + + # Get highs from the scaled-space projection mins, maxs, tc, highs = self._get_coord_info() - minmax = np.where(highs, maxs, mins) - maxmin = np.where(~highs, maxs, mins) + minmax = np.where(highs, data_maxs, data_mins) + maxmin = np.where(~highs, data_maxs, data_mins) # Grid points where the planes meet xyz0 = np.tile(minmax, (len(ticks), 1)) From 1afb165da37e265ce46ed7913a688bb8815c5574 Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Fri, 16 Jan 2026 23:13:52 -0700 Subject: [PATCH 287/329] Cleanup and linting --- lib/mpl_toolkits/mplot3d/axes3d.py | 3 ++- lib/mpl_toolkits/mplot3d/axis3d.py | 42 +++++++----------------------- 2 files changed, 12 insertions(+), 33 deletions(-) diff --git a/lib/mpl_toolkits/mplot3d/axes3d.py b/lib/mpl_toolkits/mplot3d/axes3d.py index bbd04c4935d2..f26fb99f8c8c 100644 --- a/lib/mpl_toolkits/mplot3d/axes3d.py +++ b/lib/mpl_toolkits/mplot3d/axes3d.py @@ -850,7 +850,8 @@ def _set_lim3d(self, axis, lower=None, upper=None, *, emit=True, lower_t, upper_t = transform.transform([lower, upper]) delta = (upper_t - lower_t) * view_margin if np.isfinite(delta): - lower, upper = inverse_trans.transform([lower_t - delta, upper_t + delta]) + new_range = [lower_t - delta, upper_t + delta] + lower, upper = inverse_trans.transform(new_range) else: delta = (upper - lower) * view_margin lower -= delta diff --git a/lib/mpl_toolkits/mplot3d/axis3d.py b/lib/mpl_toolkits/mplot3d/axis3d.py index 6e37f57e20aa..cadbe6b4f3d9 100644 --- a/lib/mpl_toolkits/mplot3d/axis3d.py +++ b/lib/mpl_toolkits/mplot3d/axis3d.py @@ -22,32 +22,6 @@ def _move_from_center(coord, centers, deltas, axmask=(True, True, True)): return coord + axmask * np.copysign(1, coord - centers) * deltas -def _apply_scale_to_coord(coord, axes): - """ - Apply scale transforms to a 3D coordinate. - - Parameters - ---------- - coord : array-like of length 3 - The (x, y, z) coordinate in data space. - axes : Axes3D - The axes providing the scale transforms. - - Returns - ------- - array of length 3 - The coordinate in scaled space. - """ - coord = np.asarray(coord) - x_trans = axes.xaxis.get_transform() - y_trans = axes.yaxis.get_transform() - z_trans = axes.zaxis.get_transform() - return np.array([ - x_trans.transform([coord[0]])[0], - y_trans.transform([coord[1]])[0], - z_trans.transform([coord[2]])[0], - ]) - def _tick_update_position(tick, tickxs, tickys, labelpos): """Update tick line and label position and style.""" @@ -318,8 +292,12 @@ def _get_coord_info(self): ]) # Project the bounds along the current position of the cube: - # Note: _transformed_cube expects data-space bounds and transforms them internally - bounds = data_mins[0], data_maxs[0], data_mins[1], data_maxs[1], data_mins[2], data_maxs[2] + # Note: _transformed_cube expects data-space bounds and transforms them + # internally + bounds = (data_mins[0], data_maxs[0], + data_mins[1], data_maxs[1], + data_mins[2], data_maxs[2] + ) bounds_proj = self.axes._transformed_cube(bounds) # Determine which one of the parallel planes are higher up: @@ -489,7 +467,8 @@ def _draw_ticks(self, renderer, edgep1, centers, deltas, highs, centers, deltas = self._calc_centers_deltas(maxs, mins) # Get the scale transform for this axis to transform tick locations - axis_trans = [self.axes.xaxis, self.axes.yaxis, self.axes.zaxis][index].get_transform() + axis = [self.axes.xaxis, self.axes.yaxis, self.axes.zaxis][index] + axis_trans = axis.get_transform() # Draw ticks: tickdir = self._get_tickdir(pos) @@ -574,9 +553,8 @@ def _draw_offset_text(self, renderer, edgep1, edgep2, labeldeltas, centers, # Three-letters (e.g., TFT, FTT) are short-hand for the array of bools # from the variable 'highs'. # --------------------------------------------------------------------- - # Apply scale transforms before projection - centers_scaled = _apply_scale_to_coord(centers, self.axes) - centpt = proj3d.proj_transform(*centers_scaled, self.axes.M) + # centers is already in scaled space (from _get_coord_info) + centpt = proj3d.proj_transform(*centers, self.axes.M) if centpt[tickdir] > pep[tickdir, outerindex]: # if FT and if highs has an even number of Trues if (centpt[index] <= pep[index, outerindex] From 0fb87fcd683b7886b8f4a9426d948cbec1ab2956 Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Fri, 16 Jan 2026 23:24:06 -0700 Subject: [PATCH 288/329] Have zoom and pan work with 3D log scales --- lib/mpl_toolkits/mplot3d/axes3d.py | 70 ++++++++++++++++++++++++------ 1 file changed, 56 insertions(+), 14 deletions(-) diff --git a/lib/mpl_toolkits/mplot3d/axes3d.py b/lib/mpl_toolkits/mplot3d/axes3d.py index f26fb99f8c8c..477aefa9bbd1 100644 --- a/lib/mpl_toolkits/mplot3d/axes3d.py +++ b/lib/mpl_toolkits/mplot3d/axes3d.py @@ -1887,16 +1887,33 @@ def drag_pan(self, button, key, x, y): R = -R / self._box_aspect * self._dist duvw_projected = R.T @ np.array([du, dv, dw]) - # Calculate pan distance - minx, maxx, miny, maxy, minz, maxz = self.get_w_lims() + # Calculate pan distance in scaled space for proper non-linear scale handling + minx, maxx, miny, maxy, minz, maxz = self._get_scaled_limits() dx = (maxx - minx) * duvw_projected[0] dy = (maxy - miny) * duvw_projected[1] dz = (maxz - minz) * duvw_projected[2] + # Compute new limits in scaled space + new_xmin_scaled = minx + dx + new_xmax_scaled = maxx + dx + new_ymin_scaled = miny + dy + new_ymax_scaled = maxy + dy + new_zmin_scaled = minz + dz + new_zmax_scaled = maxz + dz + + # Transform back to data space + x_inv = self.xaxis.get_transform().inverted() + y_inv = self.yaxis.get_transform().inverted() + z_inv = self.zaxis.get_transform().inverted() + + new_xmin, new_xmax = x_inv.transform([new_xmin_scaled, new_xmax_scaled]) + new_ymin, new_ymax = y_inv.transform([new_ymin_scaled, new_ymax_scaled]) + new_zmin, new_zmax = z_inv.transform([new_zmin_scaled, new_zmax_scaled]) + # Set the new axis limits - self.set_xlim3d(minx + dx, maxx + dx, auto=None) - self.set_ylim3d(miny + dy, maxy + dy, auto=None) - self.set_zlim3d(minz + dz, maxz + dz, auto=None) + self.set_xlim3d(new_xmin, new_xmax, auto=None) + self.set_ylim3d(new_ymin, new_ymax, auto=None) + self.set_zlim3d(new_zmin, new_zmax, auto=None) def _calc_view_axes(self, eye): """ @@ -2012,6 +2029,9 @@ def _scale_axis_limits(self, scale_x, scale_y, scale_z): limits by scale factors. A scale factor > 1 zooms out and a scale factor < 1 zooms in. + For non-linear scales, the scaling happens in scaled space to ensure + uniform zoom behavior. + Parameters ---------- scale_x : float @@ -2021,23 +2041,45 @@ def _scale_axis_limits(self, scale_x, scale_y, scale_z): scale_z : float Scale factor for the z data axis. """ - # Get the axis centers and ranges + # Get the axis centers and ranges (in scaled space for non-linear scales) cx, cy, cz, dx, dy, dz = self._get_w_centers_ranges() - # Set the scaled axis limits - self.set_xlim3d(cx - dx*scale_x/2, cx + dx*scale_x/2, auto=None) - self.set_ylim3d(cy - dy*scale_y/2, cy + dy*scale_y/2, auto=None) - self.set_zlim3d(cz - dz*scale_z/2, cz + dz*scale_z/2, auto=None) + # Compute new limits in scaled space + new_xmin_scaled = cx - dx*scale_x/2 + new_xmax_scaled = cx + dx*scale_x/2 + new_ymin_scaled = cy - dy*scale_y/2 + new_ymax_scaled = cy + dy*scale_y/2 + new_zmin_scaled = cz - dz*scale_z/2 + new_zmax_scaled = cz + dz*scale_z/2 + + # Transform back to data space + x_inv = self.xaxis.get_transform().inverted() + y_inv = self.yaxis.get_transform().inverted() + z_inv = self.zaxis.get_transform().inverted() + + new_xmin, new_xmax = x_inv.transform([new_xmin_scaled, new_xmax_scaled]) + new_ymin, new_ymax = y_inv.transform([new_ymin_scaled, new_ymax_scaled]) + new_zmin, new_zmax = z_inv.transform([new_zmin_scaled, new_zmax_scaled]) + + # Set the new axis limits + self.set_xlim3d(new_xmin, new_xmax, auto=None) + self.set_ylim3d(new_ymin, new_ymax, auto=None) + self.set_zlim3d(new_zmin, new_zmax, auto=None) def _get_w_centers_ranges(self): - """Get 3D world centers and axis ranges.""" - # Calculate center of axis limits - minx, maxx, miny, maxy, minz, maxz = self.get_w_lims() + """ + Get 3D world centers and axis ranges in scaled space. + + For non-linear scales (log, symlog, etc.), centers and ranges are + computed in scaled coordinates to ensure uniform zoom/pan behavior. + """ + # Get limits in scaled space for proper zoom/pan with non-linear scales + minx, maxx, miny, maxy, minz, maxz = self._get_scaled_limits() cx = (maxx + minx)/2 cy = (maxy + miny)/2 cz = (maxz + minz)/2 - # Calculate range of axis limits + # Calculate range of axis limits in scaled space dx = (maxx - minx) dy = (maxy - miny) dz = (maxz - minz) From 657942a51cc8a746408d340a8940823610ab5e73 Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Fri, 16 Jan 2026 23:43:11 -0700 Subject: [PATCH 289/329] Fix test regressions --- lib/mpl_toolkits/mplot3d/art3d.py | 12 +++++++++--- 1 file changed, 9 insertions(+), 3 deletions(-) diff --git a/lib/mpl_toolkits/mplot3d/art3d.py b/lib/mpl_toolkits/mplot3d/art3d.py index 7d2ba7bd03c5..16218293e80a 100644 --- a/lib/mpl_toolkits/mplot3d/art3d.py +++ b/lib/mpl_toolkits/mplot3d/art3d.py @@ -92,9 +92,10 @@ def _apply_scale_transforms(xs, ys, zs, axes): xs_scaled, ys_scaled, zs_scaled : np.ndarray The coordinates in scaled space. """ - xs = np.asarray(xs) - ys = np.asarray(ys) - zs = np.asarray(zs) + # Use asanyarray to preserve masked arrays + xs = np.asanyarray(xs) + ys = np.asanyarray(ys) + zs = np.asanyarray(zs) # Get the scale transforms for each axis x_trans = axes.xaxis.get_transform() @@ -568,6 +569,11 @@ def do_3d_projection(self): """ segments = np.asanyarray(self._segments3d) + # Handle empty segments + if segments.size == 0: + LineCollection.set_segments(self, []) + return np.nan + mask = False if np.ma.isMA(segments): mask = segments.mask From 51129984d4fb2dc0206cb3bd76e26d785da44acf Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Fri, 16 Jan 2026 23:57:42 -0700 Subject: [PATCH 290/329] Respect limit_range_for_scale in 3d --- lib/mpl_toolkits/mplot3d/axes3d.py | 67 ++++++++++++++++++++---------- 1 file changed, 46 insertions(+), 21 deletions(-) diff --git a/lib/mpl_toolkits/mplot3d/axes3d.py b/lib/mpl_toolkits/mplot3d/axes3d.py index 477aefa9bbd1..2f9ae6013866 100644 --- a/lib/mpl_toolkits/mplot3d/axes3d.py +++ b/lib/mpl_toolkits/mplot3d/axes3d.py @@ -1125,14 +1125,15 @@ def set_xscale(self, value, **kwargs): Keyword arguments are forwarded to the scale class. For example, ``base=2`` can be passed when using a log scale. """ - # For non-linear scales, set valid limits before changing scale - # to avoid warnings about invalid limits - if value != 'linear': - vmin, vmax = self.get_xlim() - if vmin <= 0 or vmax <= 0: - # Set temporary valid limits before scale change - self.set_xlim(1, 10, auto=True) self.xaxis._set_axes_scale(value, **kwargs) + # After setting scale, constrain limits using scale's limit_range_for_scale + if hasattr(self.xaxis, '_scale') and self.xaxis._scale is not None: + vmin, vmax = self.get_xlim() + minpos = getattr(self.xaxis, '_minpos', 1e-300) + new_vmin, new_vmax = self.xaxis._scale.limit_range_for_scale( + vmin, vmax, minpos) + if (new_vmin, new_vmax) != (vmin, vmax): + self.set_xlim(new_vmin, new_vmax, auto=True) def set_yscale(self, value, **kwargs): """ @@ -1148,14 +1149,15 @@ def set_yscale(self, value, **kwargs): Keyword arguments are forwarded to the scale class. For example, ``base=2`` can be passed when using a log scale. """ - # For non-linear scales, set valid limits before changing scale - # to avoid warnings about invalid limits - if value != 'linear': - vmin, vmax = self.get_ylim() - if vmin <= 0 or vmax <= 0: - # Set temporary valid limits before scale change - self.set_ylim(1, 10, auto=True) self.yaxis._set_axes_scale(value, **kwargs) + # After setting scale, constrain limits using scale's limit_range_for_scale + if hasattr(self.yaxis, '_scale') and self.yaxis._scale is not None: + vmin, vmax = self.get_ylim() + minpos = getattr(self.yaxis, '_minpos', 1e-300) + new_vmin, new_vmax = self.yaxis._scale.limit_range_for_scale( + vmin, vmax, minpos) + if (new_vmin, new_vmax) != (vmin, vmax): + self.set_ylim(new_vmin, new_vmax, auto=True) def set_zscale(self, value, **kwargs): """ @@ -1171,14 +1173,15 @@ def set_zscale(self, value, **kwargs): Keyword arguments are forwarded to the scale class. For example, ``base=2`` can be passed when using a log scale. """ - # For non-linear scales, set valid limits before changing scale - # to avoid warnings about invalid limits - if value != 'linear': - vmin, vmax = self.get_zlim() - if vmin <= 0 or vmax <= 0: - # Set temporary valid limits before scale change - self.set_zlim(1, 10, auto=True) self.zaxis._set_axes_scale(value, **kwargs) + # After setting scale, constrain limits using scale's limit_range_for_scale + if hasattr(self.zaxis, '_scale') and self.zaxis._scale is not None: + vmin, vmax = self.get_zlim() + minpos = getattr(self.zaxis, '_minpos', 1e-300) + new_vmin, new_vmax = self.zaxis._scale.limit_range_for_scale( + vmin, vmax, minpos) + if (new_vmin, new_vmax) != (vmin, vmax): + self.set_zlim(new_vmin, new_vmax, auto=True) get_zticks = _axis_method_wrapper("zaxis", "get_ticklocs") set_zticks = _axis_method_wrapper("zaxis", "set_ticks") @@ -1910,6 +1913,17 @@ def drag_pan(self, button, key, x, y): new_ymin, new_ymax = y_inv.transform([new_ymin_scaled, new_ymax_scaled]) new_zmin, new_zmax = z_inv.transform([new_zmin_scaled, new_zmax_scaled]) + # Validate limits for scale constraints (e.g., positive for log scale) + minpos = self.xy_dataLim.minposx + new_xmin, new_xmax = self.xaxis._scale.limit_range_for_scale( + new_xmin, new_xmax, minpos) + minpos = self.xy_dataLim.minposy + new_ymin, new_ymax = self.yaxis._scale.limit_range_for_scale( + new_ymin, new_ymax, minpos) + minpos = self.zz_dataLim.minposx + new_zmin, new_zmax = self.zaxis._scale.limit_range_for_scale( + new_zmin, new_zmax, minpos) + # Set the new axis limits self.set_xlim3d(new_xmin, new_xmax, auto=None) self.set_ylim3d(new_ymin, new_ymax, auto=None) @@ -2061,6 +2075,17 @@ def _scale_axis_limits(self, scale_x, scale_y, scale_z): new_ymin, new_ymax = y_inv.transform([new_ymin_scaled, new_ymax_scaled]) new_zmin, new_zmax = z_inv.transform([new_zmin_scaled, new_zmax_scaled]) + # Validate limits for scale constraints (e.g., positive for log scale) + minpos = self.xy_dataLim.minposx + new_xmin, new_xmax = self.xaxis._scale.limit_range_for_scale( + new_xmin, new_xmax, minpos) + minpos = self.xy_dataLim.minposy + new_ymin, new_ymax = self.yaxis._scale.limit_range_for_scale( + new_ymin, new_ymax, minpos) + minpos = self.zz_dataLim.minposx + new_zmin, new_zmax = self.zaxis._scale.limit_range_for_scale( + new_zmin, new_zmax, minpos) + # Set the new axis limits self.set_xlim3d(new_xmin, new_xmax, auto=None) self.set_ylim3d(new_ymin, new_ymax, auto=None) From 98217710daa80447de98cae051e8a3f16c087c0c Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Sat, 17 Jan 2026 00:19:05 -0700 Subject: [PATCH 291/329] Break repeated code out to a helper function --- lib/mpl_toolkits/mplot3d/axes3d.py | 108 ++++++++++++----------------- 1 file changed, 45 insertions(+), 63 deletions(-) diff --git a/lib/mpl_toolkits/mplot3d/axes3d.py b/lib/mpl_toolkits/mplot3d/axes3d.py index 2f9ae6013866..c5fb5029344e 100644 --- a/lib/mpl_toolkits/mplot3d/axes3d.py +++ b/lib/mpl_toolkits/mplot3d/axes3d.py @@ -1423,6 +1423,42 @@ def _inverse_scale_transform(self, x, y, z): return x_data, y_data, z_data + def _set_lims_from_scaled(self, xmin_s, xmax_s, ymin_s, ymax_s, + zmin_s, zmax_s): + """ + Transform scaled limits back to data space, validate, and set. + + Takes limits in scaled (transformed) space, converts back to data + space, applies limit_range_for_scale validation, and sets the axis + limits. + + Parameters + ---------- + xmin_s, xmax_s, ymin_s, ymax_s, zmin_s, zmax_s : float + Axis limits in scaled space. + """ + # Transform back to data space + x_inv = self.xaxis.get_transform().inverted() + y_inv = self.yaxis.get_transform().inverted() + z_inv = self.zaxis.get_transform().inverted() + + xmin, xmax = x_inv.transform([xmin_s, xmax_s]) + ymin, ymax = y_inv.transform([ymin_s, ymax_s]) + zmin, zmax = z_inv.transform([zmin_s, zmax_s]) + + # Validate limits for scale constraints (e.g., positive for log scale) + xmin, xmax = self.xaxis._scale.limit_range_for_scale( + xmin, xmax, self.xy_dataLim.minposx) + ymin, ymax = self.yaxis._scale.limit_range_for_scale( + ymin, ymax, self.xy_dataLim.minposy) + zmin, zmax = self.zaxis._scale.limit_range_for_scale( + zmin, zmax, self.zz_dataLim.minposx) + + # Set the new axis limits + self.set_xlim3d(xmin, xmax, auto=None) + self.set_ylim3d(ymin, ymax, auto=None) + self.set_zlim3d(zmin, zmax, auto=None) + def get_proj(self): """Create the projection matrix from the current viewing position.""" @@ -1897,37 +1933,10 @@ def drag_pan(self, button, key, x, y): dz = (maxz - minz) * duvw_projected[2] # Compute new limits in scaled space - new_xmin_scaled = minx + dx - new_xmax_scaled = maxx + dx - new_ymin_scaled = miny + dy - new_ymax_scaled = maxy + dy - new_zmin_scaled = minz + dz - new_zmax_scaled = maxz + dz - - # Transform back to data space - x_inv = self.xaxis.get_transform().inverted() - y_inv = self.yaxis.get_transform().inverted() - z_inv = self.zaxis.get_transform().inverted() - - new_xmin, new_xmax = x_inv.transform([new_xmin_scaled, new_xmax_scaled]) - new_ymin, new_ymax = y_inv.transform([new_ymin_scaled, new_ymax_scaled]) - new_zmin, new_zmax = z_inv.transform([new_zmin_scaled, new_zmax_scaled]) - - # Validate limits for scale constraints (e.g., positive for log scale) - minpos = self.xy_dataLim.minposx - new_xmin, new_xmax = self.xaxis._scale.limit_range_for_scale( - new_xmin, new_xmax, minpos) - minpos = self.xy_dataLim.minposy - new_ymin, new_ymax = self.yaxis._scale.limit_range_for_scale( - new_ymin, new_ymax, minpos) - minpos = self.zz_dataLim.minposx - new_zmin, new_zmax = self.zaxis._scale.limit_range_for_scale( - new_zmin, new_zmax, minpos) - - # Set the new axis limits - self.set_xlim3d(new_xmin, new_xmax, auto=None) - self.set_ylim3d(new_ymin, new_ymax, auto=None) - self.set_zlim3d(new_zmin, new_zmax, auto=None) + self._set_lims_from_scaled( + minx + dx, maxx + dx, + miny + dy, maxy + dy, + minz + dz, maxz + dz) def _calc_view_axes(self, eye): """ @@ -2058,38 +2067,11 @@ def _scale_axis_limits(self, scale_x, scale_y, scale_z): # Get the axis centers and ranges (in scaled space for non-linear scales) cx, cy, cz, dx, dy, dz = self._get_w_centers_ranges() - # Compute new limits in scaled space - new_xmin_scaled = cx - dx*scale_x/2 - new_xmax_scaled = cx + dx*scale_x/2 - new_ymin_scaled = cy - dy*scale_y/2 - new_ymax_scaled = cy + dy*scale_y/2 - new_zmin_scaled = cz - dz*scale_z/2 - new_zmax_scaled = cz + dz*scale_z/2 - - # Transform back to data space - x_inv = self.xaxis.get_transform().inverted() - y_inv = self.yaxis.get_transform().inverted() - z_inv = self.zaxis.get_transform().inverted() - - new_xmin, new_xmax = x_inv.transform([new_xmin_scaled, new_xmax_scaled]) - new_ymin, new_ymax = y_inv.transform([new_ymin_scaled, new_ymax_scaled]) - new_zmin, new_zmax = z_inv.transform([new_zmin_scaled, new_zmax_scaled]) - - # Validate limits for scale constraints (e.g., positive for log scale) - minpos = self.xy_dataLim.minposx - new_xmin, new_xmax = self.xaxis._scale.limit_range_for_scale( - new_xmin, new_xmax, minpos) - minpos = self.xy_dataLim.minposy - new_ymin, new_ymax = self.yaxis._scale.limit_range_for_scale( - new_ymin, new_ymax, minpos) - minpos = self.zz_dataLim.minposx - new_zmin, new_zmax = self.zaxis._scale.limit_range_for_scale( - new_zmin, new_zmax, minpos) - - # Set the new axis limits - self.set_xlim3d(new_xmin, new_xmax, auto=None) - self.set_ylim3d(new_ymin, new_ymax, auto=None) - self.set_zlim3d(new_zmin, new_zmax, auto=None) + # Compute new limits in scaled space and set + self._set_lims_from_scaled( + cx - dx*scale_x/2, cx + dx*scale_x/2, + cy - dy*scale_y/2, cy + dy*scale_y/2, + cz - dz*scale_z/2, cz + dz*scale_z/2) def _get_w_centers_ranges(self): """ From 9b057eacb419a328d5596b701c32c6c38447c01d Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Sat, 17 Jan 2026 00:21:38 -0700 Subject: [PATCH 292/329] Commonize axis scale setting code --- lib/mpl_toolkits/mplot3d/axes3d.py | 60 ++++++++++++++++-------------- 1 file changed, 33 insertions(+), 27 deletions(-) diff --git a/lib/mpl_toolkits/mplot3d/axes3d.py b/lib/mpl_toolkits/mplot3d/axes3d.py index c5fb5029344e..8248bea5acbd 100644 --- a/lib/mpl_toolkits/mplot3d/axes3d.py +++ b/lib/mpl_toolkits/mplot3d/axes3d.py @@ -1111,6 +1111,33 @@ def get_zlim(self): get_zscale = _axis_method_wrapper("zaxis", "get_scale") # Custom scale setters that handle limit validation for non-linear scales + def _set_axis_scale(self, axis, get_lim, set_lim, value, **kwargs): + """ + Set scale for an axis and constrain limits to valid range. + + Parameters + ---------- + axis : Axis + The axis to set the scale on. + get_lim : callable + Function to get current axis limits. + set_lim : callable + Function to set axis limits. + value : str + The scale name. + **kwargs + Forwarded to scale constructor. + """ + axis._set_axes_scale(value, **kwargs) + # After setting scale, constrain limits using scale's limit_range_for_scale + if hasattr(axis, '_scale') and axis._scale is not None: + vmin, vmax = get_lim() + minpos = getattr(axis, '_minpos', 1e-300) + new_vmin, new_vmax = axis._scale.limit_range_for_scale( + vmin, vmax, minpos) + if (new_vmin, new_vmax) != (vmin, vmax): + set_lim(new_vmin, new_vmax, auto=True) + def set_xscale(self, value, **kwargs): """ Set the x-axis scale. @@ -1125,15 +1152,8 @@ def set_xscale(self, value, **kwargs): Keyword arguments are forwarded to the scale class. For example, ``base=2`` can be passed when using a log scale. """ - self.xaxis._set_axes_scale(value, **kwargs) - # After setting scale, constrain limits using scale's limit_range_for_scale - if hasattr(self.xaxis, '_scale') and self.xaxis._scale is not None: - vmin, vmax = self.get_xlim() - minpos = getattr(self.xaxis, '_minpos', 1e-300) - new_vmin, new_vmax = self.xaxis._scale.limit_range_for_scale( - vmin, vmax, minpos) - if (new_vmin, new_vmax) != (vmin, vmax): - self.set_xlim(new_vmin, new_vmax, auto=True) + self._set_axis_scale(self.xaxis, self.get_xlim, self.set_xlim, + value, **kwargs) def set_yscale(self, value, **kwargs): """ @@ -1149,15 +1169,8 @@ def set_yscale(self, value, **kwargs): Keyword arguments are forwarded to the scale class. For example, ``base=2`` can be passed when using a log scale. """ - self.yaxis._set_axes_scale(value, **kwargs) - # After setting scale, constrain limits using scale's limit_range_for_scale - if hasattr(self.yaxis, '_scale') and self.yaxis._scale is not None: - vmin, vmax = self.get_ylim() - minpos = getattr(self.yaxis, '_minpos', 1e-300) - new_vmin, new_vmax = self.yaxis._scale.limit_range_for_scale( - vmin, vmax, minpos) - if (new_vmin, new_vmax) != (vmin, vmax): - self.set_ylim(new_vmin, new_vmax, auto=True) + self._set_axis_scale(self.yaxis, self.get_ylim, self.set_ylim, + value, **kwargs) def set_zscale(self, value, **kwargs): """ @@ -1173,15 +1186,8 @@ def set_zscale(self, value, **kwargs): Keyword arguments are forwarded to the scale class. For example, ``base=2`` can be passed when using a log scale. """ - self.zaxis._set_axes_scale(value, **kwargs) - # After setting scale, constrain limits using scale's limit_range_for_scale - if hasattr(self.zaxis, '_scale') and self.zaxis._scale is not None: - vmin, vmax = self.get_zlim() - minpos = getattr(self.zaxis, '_minpos', 1e-300) - new_vmin, new_vmax = self.zaxis._scale.limit_range_for_scale( - vmin, vmax, minpos) - if (new_vmin, new_vmax) != (vmin, vmax): - self.set_zlim(new_vmin, new_vmax, auto=True) + self._set_axis_scale(self.zaxis, self.get_zlim, self.set_zlim, + value, **kwargs) get_zticks = _axis_method_wrapper("zaxis", "get_ticklocs") set_zticks = _axis_method_wrapper("zaxis", "set_ticks") From 280acb8e5e2fa58a4193f550956bae86ad452b61 Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Sat, 17 Jan 2026 00:25:36 -0700 Subject: [PATCH 293/329] Commonize autoscaling each axis --- lib/mpl_toolkits/mplot3d/axes3d.py | 102 ++++++++++++++--------------- 1 file changed, 48 insertions(+), 54 deletions(-) diff --git a/lib/mpl_toolkits/mplot3d/axes3d.py b/lib/mpl_toolkits/mplot3d/axes3d.py index 8248bea5acbd..afe96a66301f 100644 --- a/lib/mpl_toolkits/mplot3d/axes3d.py +++ b/lib/mpl_toolkits/mplot3d/axes3d.py @@ -632,6 +632,42 @@ def auto_scale_xyz(self, X, Y, Z=None, had_data=None): # Let autoscale_view figure out how to use this data. self.autoscale_view() + def _autoscale_axis(self, axis, v0, v1, minpos, margin, set_bound, _tight): + """ + Autoscale a single axis. + + Parameters + ---------- + axis : Axis + The axis to autoscale. + v0, v1 : float + Data interval limits. + minpos : float + Minimum positive value for log-scale handling. + margin : float + Margin to apply (e.g., self._xmargin). + set_bound : callable + Function to set the axis bound (e.g., self.set_xbound). + _tight : bool + Whether to use tight bounds. + """ + locator = axis.get_major_locator() + v0, v1 = locator.nonsingular(v0, v1) + # Validate limits for the scale (e.g., positive for log scale) + v0, v1 = axis._scale.limit_range_for_scale(v0, v1, minpos) + if margin > 0: + # Apply margin in transformed space to handle non-linear scales + transform = axis.get_transform() + inverse_trans = transform.inverted() + v0t, v1t = transform.transform([v0, v1]) + delta = (v1t - v0t) * margin + if not np.isfinite(delta): + delta = 0 + v0, v1 = inverse_trans.transform([v0t - delta, v1t + delta]) + if not _tight: + v0, v1 = locator.view_limits(v0, v1) + set_bound(v0, v1, self._view_margin) + def autoscale_view(self, tight=None, scalex=True, scaley=True, scalez=True): """ @@ -656,64 +692,22 @@ def autoscale_view(self, tight=None, _tight = self._tight = bool(tight) if scalex and self.get_autoscalex_on(): - x0, x1 = self.xy_dataLim.intervalx - xlocator = self.xaxis.get_major_locator() - x0, x1 = xlocator.nonsingular(x0, x1) - # Validate limits for the scale (e.g., positive for log scale) - minpos = self.xy_dataLim.minposx - x0, x1 = self.xaxis._scale.limit_range_for_scale(x0, x1, minpos) - if self._xmargin > 0: - # Apply margin in transformed space to handle non-linear scales - transform = self.xaxis.get_transform() - inverse_trans = transform.inverted() - x0t, x1t = transform.transform([x0, x1]) - delta = (x1t - x0t) * self._xmargin - if not np.isfinite(delta): - delta = 0 - x0, x1 = inverse_trans.transform([x0t - delta, x1t + delta]) - if not _tight: - x0, x1 = xlocator.view_limits(x0, x1) - self.set_xbound(x0, x1, self._view_margin) + self._autoscale_axis( + self.xaxis, *self.xy_dataLim.intervalx, + self.xy_dataLim.minposx, self._xmargin, + self.set_xbound, _tight) if scaley and self.get_autoscaley_on(): - y0, y1 = self.xy_dataLim.intervaly - ylocator = self.yaxis.get_major_locator() - y0, y1 = ylocator.nonsingular(y0, y1) - # Validate limits for the scale (e.g., positive for log scale) - minpos = self.xy_dataLim.minposy - y0, y1 = self.yaxis._scale.limit_range_for_scale(y0, y1, minpos) - if self._ymargin > 0: - # Apply margin in transformed space to handle non-linear scales - transform = self.yaxis.get_transform() - inverse_trans = transform.inverted() - y0t, y1t = transform.transform([y0, y1]) - delta = (y1t - y0t) * self._ymargin - if not np.isfinite(delta): - delta = 0 - y0, y1 = inverse_trans.transform([y0t - delta, y1t + delta]) - if not _tight: - y0, y1 = ylocator.view_limits(y0, y1) - self.set_ybound(y0, y1, self._view_margin) + self._autoscale_axis( + self.yaxis, *self.xy_dataLim.intervaly, + self.xy_dataLim.minposy, self._ymargin, + self.set_ybound, _tight) if scalez and self.get_autoscalez_on(): - z0, z1 = self.zz_dataLim.intervalx - zlocator = self.zaxis.get_major_locator() - z0, z1 = zlocator.nonsingular(z0, z1) - # Validate limits for the scale (e.g., positive for log scale) - minpos = self.zz_dataLim.minposx - z0, z1 = self.zaxis._scale.limit_range_for_scale(z0, z1, minpos) - if self._zmargin > 0: - # Apply margin in transformed space to handle non-linear scales - transform = self.zaxis.get_transform() - inverse_trans = transform.inverted() - z0t, z1t = transform.transform([z0, z1]) - delta = (z1t - z0t) * self._zmargin - if not np.isfinite(delta): - delta = 0 - z0, z1 = inverse_trans.transform([z0t - delta, z1t + delta]) - if not _tight: - z0, z1 = zlocator.view_limits(z0, z1) - self.set_zbound(z0, z1, self._view_margin) + self._autoscale_axis( + self.zaxis, *self.zz_dataLim.intervalx, + self.zz_dataLim.minposx, self._zmargin, + self.set_zbound, _tight) def get_w_lims(self): """Get 3D world limits.""" From 2e19d87219b0f8faf0538eebd392fedd87666f03 Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Sat, 17 Jan 2026 00:45:05 -0700 Subject: [PATCH 294/329] Cleanup and consolidation --- lib/mpl_toolkits/mplot3d/art3d.py | 66 +++++++---------------- lib/mpl_toolkits/mplot3d/axes3d.py | 84 +++--------------------------- lib/mpl_toolkits/mplot3d/axis3d.py | 71 +++++++------------------ 3 files changed, 45 insertions(+), 176 deletions(-) diff --git a/lib/mpl_toolkits/mplot3d/art3d.py b/lib/mpl_toolkits/mplot3d/art3d.py index 16218293e80a..c633af13abc4 100644 --- a/lib/mpl_toolkits/mplot3d/art3d.py +++ b/lib/mpl_toolkits/mplot3d/art3d.py @@ -74,55 +74,27 @@ def get_dir_vector(zdir): def _apply_scale_transforms(xs, ys, zs, axes): """ - Apply scale transforms to 3D coordinates. + Apply axis scale transforms to 3D coordinates. - This transforms data coordinates through the axis scale transforms - (log, symlog, etc.) to get scaled coordinates that can be properly - projected through the world transformation. - - Parameters - ---------- - xs, ys, zs : array-like - The x, y, z coordinates in data space. - axes : Axes3D - The axes providing the scale transforms. - - Returns - ------- - xs_scaled, ys_scaled, zs_scaled : np.ndarray - The coordinates in scaled space. + Transforms data coordinates through scale transforms (log, symlog, etc.) + to scaled coordinates for proper 3D projection. Preserves masked arrays. """ - # Use asanyarray to preserve masked arrays - xs = np.asanyarray(xs) - ys = np.asanyarray(ys) - zs = np.asanyarray(zs) - - # Get the scale transforms for each axis - x_trans = axes.xaxis.get_transform() - y_trans = axes.yaxis.get_transform() - z_trans = axes.zaxis.get_transform() - - # Handle masked arrays by preserving the mask - x_mask = np.ma.getmask(xs) if np.ma.isMA(xs) else False - y_mask = np.ma.getmask(ys) if np.ma.isMA(ys) else False - z_mask = np.ma.getmask(zs) if np.ma.isMA(zs) else False - - # Get the data (without mask) for transformation - xs_data = np.ma.getdata(xs).ravel() if np.ma.isMA(xs) else xs.ravel() - ys_data = np.ma.getdata(ys).ravel() if np.ma.isMA(ys) else ys.ravel() - zs_data = np.ma.getdata(zs).ravel() if np.ma.isMA(zs) else zs.ravel() - - # Transform through scale - xs_scaled = x_trans.transform(xs_data).reshape(xs.shape) - ys_scaled = y_trans.transform(ys_data).reshape(ys.shape) - zs_scaled = z_trans.transform(zs_data).reshape(zs.shape) - - # Reapply masks if needed - if x_mask is not False or y_mask is not False or z_mask is not False: - combined_mask = x_mask | y_mask | z_mask - xs_scaled = np.ma.array(xs_scaled, mask=combined_mask) - ys_scaled = np.ma.array(ys_scaled, mask=combined_mask) - zs_scaled = np.ma.array(zs_scaled, mask=combined_mask) + def transform_coord(coord, axis): + coord = np.asanyarray(coord) + data = np.ma.getdata(coord).ravel() + return axis.get_transform().transform(data).reshape(coord.shape) + + xs_scaled = transform_coord(xs, axes.xaxis) + ys_scaled = transform_coord(ys, axes.yaxis) + zs_scaled = transform_coord(zs, axes.zaxis) + + # Preserve combined mask from any masked input + masks = [np.ma.getmask(a) for a in [xs, ys, zs]] + if any(m is not np.ma.nomask for m in masks): + combined = np.ma.mask_or(np.ma.mask_or(masks[0], masks[1]), masks[2]) + xs_scaled = np.ma.array(xs_scaled, mask=combined) + ys_scaled = np.ma.array(ys_scaled, mask=combined) + zs_scaled = np.ma.array(zs_scaled, mask=combined) return xs_scaled, ys_scaled, zs_scaled diff --git a/lib/mpl_toolkits/mplot3d/axes3d.py b/lib/mpl_toolkits/mplot3d/axes3d.py index afe96a66301f..ffbaa1f0b86f 100644 --- a/lib/mpl_toolkits/mplot3d/axes3d.py +++ b/lib/mpl_toolkits/mplot3d/axes3d.py @@ -1329,35 +1329,6 @@ def _roll_to_vertical( else: return np.roll(arr, (self._vertical_axis - 2)) - def _get_scale_transform(self, axis): - """ - Return the scale transform for the given axis. - - For non-linear scales (log, symlog, etc.), this returns the - transform that maps data coordinates to scaled coordinates. - For linear scales, returns an IdentityTransform. - """ - return axis.get_transform() - - def _transform_limit_to_scale(self, limit, transform): - """ - Transform a limit value through the scale transform. - - Parameters - ---------- - limit : float - The limit value in data coordinates. - transform : Transform - The scale transform to apply. - - Returns - ------- - float - The limit value in scaled coordinates. - """ - # Transform the limit through the scale - return transform.transform([limit])[0] - def _get_scaled_limits(self): """ Get axis limits transformed through their respective scale transforms. @@ -1368,59 +1339,20 @@ def _get_scaled_limits(self): (xmin_scaled, xmax_scaled, ymin_scaled, ymax_scaled, zmin_scaled, zmax_scaled) """ - x_trans = self._get_scale_transform(self.xaxis) - y_trans = self._get_scale_transform(self.yaxis) - z_trans = self._get_scale_transform(self.zaxis) - - xmin, xmax = self.get_xlim3d() - ymin, ymax = self.get_ylim3d() - zmin, zmax = self.get_zlim3d() - - return ( - self._transform_limit_to_scale(xmin, x_trans), - self._transform_limit_to_scale(xmax, x_trans), - self._transform_limit_to_scale(ymin, y_trans), - self._transform_limit_to_scale(ymax, y_trans), - self._transform_limit_to_scale(zmin, z_trans), - self._transform_limit_to_scale(zmax, z_trans), - ) + xmin, xmax = self.xaxis.get_transform().transform(self.get_xlim3d()) + ymin, ymax = self.yaxis.get_transform().transform(self.get_ylim3d()) + zmin, zmax = self.zaxis.get_transform().transform(self.get_zlim3d()) + return xmin, xmax, ymin, ymax, zmin, zmax def _inverse_scale_transform(self, x, y, z): """ - Apply inverse scale transforms to coordinates. + Apply inverse scale transforms to a point. Converts from scaled space back to data space. - - Parameters - ---------- - x, y, z : float or array-like - Coordinates in scaled space. - - Returns - ------- - x_data, y_data, z_data : float or ndarray - Coordinates in data space. """ - x_inv = self.xaxis.get_transform().inverted() - y_inv = self.yaxis.get_transform().inverted() - z_inv = self.zaxis.get_transform().inverted() - - x_arr = np.atleast_1d(x) - y_arr = np.atleast_1d(y) - z_arr = np.atleast_1d(z) - - x_data = x_inv.transform(x_arr.ravel()).reshape(x_arr.shape) - y_data = y_inv.transform(y_arr.ravel()).reshape(y_arr.shape) - z_data = z_inv.transform(z_arr.ravel()).reshape(z_arr.shape) - - # Return scalars if input was scalar (check original input) - if np.ndim(x) == 0: - x_data = float(x_data.flat[0]) - if np.ndim(y) == 0: - y_data = float(y_data.flat[0]) - if np.ndim(z) == 0: - z_data = float(z_data.flat[0]) - + x_data = self.xaxis.get_transform().inverted().transform([x])[0] + y_data = self.yaxis.get_transform().inverted().transform([y])[0] + z_data = self.zaxis.get_transform().inverted().transform([z])[0] return x_data, y_data, z_data def _set_lims_from_scaled(self, xmin_s, xmax_s, ymin_s, ymax_s, diff --git a/lib/mpl_toolkits/mplot3d/axis3d.py b/lib/mpl_toolkits/mplot3d/axis3d.py index cadbe6b4f3d9..9796a1eb9ec6 100644 --- a/lib/mpl_toolkits/mplot3d/axis3d.py +++ b/lib/mpl_toolkits/mplot3d/axis3d.py @@ -268,36 +268,14 @@ def get_rotate_label(self, text): return len(text) > 4 def _get_coord_info(self): - # Get the data-space bounds - data_mins, data_maxs = np.array([ - self.axes.get_xbound(), - self.axes.get_ybound(), - self.axes.get_zbound(), - ]).T - - # Transform to scaled space for proper positioning with non-linear scales - x_trans = self.axes.xaxis.get_transform() - y_trans = self.axes.yaxis.get_transform() - z_trans = self.axes.zaxis.get_transform() - - mins = np.array([ - x_trans.transform([data_mins[0]])[0], - y_trans.transform([data_mins[1]])[0], - z_trans.transform([data_mins[2]])[0], - ]) - maxs = np.array([ - x_trans.transform([data_maxs[0]])[0], - y_trans.transform([data_maxs[1]])[0], - z_trans.transform([data_maxs[2]])[0], - ]) - - # Project the bounds along the current position of the cube: - # Note: _transformed_cube expects data-space bounds and transforms them - # internally - bounds = (data_mins[0], data_maxs[0], - data_mins[1], data_maxs[1], - data_mins[2], data_maxs[2] - ) + # Get scaled limits directly from the axes helper + xmin, xmax, ymin, ymax, zmin, zmax = self.axes._get_scaled_limits() + mins = np.array([xmin, ymin, zmin]) + maxs = np.array([xmax, ymax, zmax]) + + # Get data-space bounds for _transformed_cube + bounds = (*self.axes.get_xbound(), *self.axes.get_ybound(), + *self.axes.get_zbound()) bounds_proj = self.axes._transformed_cube(bounds) # Determine which one of the parallel planes are higher up: @@ -484,25 +462,20 @@ def _draw_ticks(self, renderer, edgep1, centers, deltas, highs, default_label_offset = 8. # A rough estimate points = deltas_per_point * deltas + # All coordinates below are in scaled space for proper projection for tick in ticks: # Get tick line positions - # edgep1 is already in scaled space (from _get_coord_info) pos = edgep1.copy() - # Transform tick location from data space to scaled space - tick_loc_scaled = axis_trans.transform([tick.get_loc()])[0] - pos[index] = tick_loc_scaled + pos[index] = axis_trans.transform([tick.get_loc()])[0] pos[tickdir] = out_tickdir - # pos is already in scaled space, project directly x1, y1, z1 = proj3d.proj_transform(*pos, self.axes.M) pos[tickdir] = in_tickdir x2, y2, z2 = proj3d.proj_transform(*pos, self.axes.M) # Get position of label labeldeltas = (tick.get_pad() + default_label_offset) * points - pos[tickdir] = edgep1_tickdir pos = _move_from_center(pos, centers, labeldeltas, self._axmask()) - # pos is already in scaled space, project directly lx, ly, lz = proj3d.proj_transform(*pos, self.axes.M) _tick_update_position(tick, (x1, x2), (y1, y2), (lx, ly)) @@ -528,7 +501,6 @@ def _draw_offset_text(self, renderer, edgep1, edgep2, labeldeltas, centers, pos = _move_from_center(outeredgep, centers, labeldeltas, self._axmask()) - # pos is already in scaled space, project directly olx, oly, olz = proj3d.proj_transform(*pos, self.axes.M) self.offsetText.set_text(self.major.formatter.get_offset()) self.offsetText.set_position((olx, oly)) @@ -553,7 +525,6 @@ def _draw_offset_text(self, renderer, edgep1, edgep2, labeldeltas, centers, # Three-letters (e.g., TFT, FTT) are short-hand for the array of bools # from the variable 'highs'. # --------------------------------------------------------------------- - # centers is already in scaled space (from _get_coord_info) centpt = proj3d.proj_transform(*centers, self.axes.M) if centpt[tickdir] > pep[tickdir, outerindex]: # if FT and if highs has an even number of Trues @@ -586,10 +557,8 @@ def _draw_labels(self, renderer, edgep1, edgep2, labeldeltas, centers, dx, dy): label = self._axinfo["label"] # Draw labels - # edgep1, edgep2, and centers are already in scaled space lxyz = 0.5 * (edgep1 + edgep2) lxyz = _move_from_center(lxyz, centers, labeldeltas, self._axmask()) - # lxyz is in scaled space, project directly tlx, tly, tlz = proj3d.proj_transform(*lxyz, self.axes.M) self.label.set_position((tlx, tly)) if self.get_rotate_label(self.label.get_text()): @@ -625,7 +594,7 @@ def draw(self, renderer): for edgep1, edgep2, pos in zip(*self._get_all_axis_line_edge_points( minmax, maxmin, self._tick_position)): - # Edge points are already in scaled space (from _get_coord_info) + # Project the edge points along the current position pep = proj3d._proj_trans_points([edgep1, edgep2], self.axes.M) pep = np.asarray(pep) @@ -653,7 +622,7 @@ def draw(self, renderer): for edgep1, edgep2, pos in zip(*self._get_all_axis_line_edge_points( minmax, maxmin, self._label_position)): - # Edge points are already in scaled space (from _get_coord_info) + # See comments above pep = proj3d._proj_trans_points([edgep1, edgep2], self.axes.M) pep = np.asarray(pep) dx, dy = (self.axes.transAxes.transform([pep[0:2, 1]]) - @@ -678,17 +647,13 @@ def draw_grid(self, renderer): info = self._axinfo index = info["i"] - # For grid lines, we need data-space bounds since Line3DCollection - # applies scale transforms in do_3d_projection - data_mins, data_maxs = np.array([ - self.axes.get_xbound(), - self.axes.get_ybound(), - self.axes.get_zbound(), - ]).T - - # Get highs from the scaled-space projection + # Grid lines use data-space bounds (Line3DCollection applies transforms) mins, maxs, tc, highs = self._get_coord_info() - + xlim, ylim, zlim = (self.axes.get_xbound(), + self.axes.get_ybound(), + self.axes.get_zbound()) + data_mins = np.array([xlim[0], ylim[0], zlim[0]]) + data_maxs = np.array([xlim[1], ylim[1], zlim[1]]) minmax = np.where(highs, data_maxs, data_mins) maxmin = np.where(~highs, data_maxs, data_mins) From 6b3de8fd86a37f0f7541bf75e9561bece4a34fa4 Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Sat, 17 Jan 2026 11:11:02 -0700 Subject: [PATCH 295/329] Code for 3d scale transform tests --- lib/mpl_toolkits/mplot3d/tests/test_axes3d.py | 329 +++++++++++++++++- 1 file changed, 328 insertions(+), 1 deletion(-) diff --git a/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py b/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py index ec7295981969..ac9cb0590017 100644 --- a/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py +++ b/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py @@ -18,7 +18,7 @@ from matplotlib.patches import Circle, PathPatch from matplotlib.path import Path from matplotlib.text import Text -from matplotlib import _api +from matplotlib import _api import matplotlib.pyplot as plt import numpy as np @@ -2844,3 +2844,330 @@ def test_ctrl_rotation_snaps_to_5deg(): assert ax.roll == pytest.approx(expected_roll) plt.close(fig) + + +# ============================================================================= +# Tests for 3D scale transforms (log, symlog, logit, etc.) +# ============================================================================= + +def _make_log_data(): + """Data spanning 1 to ~1000 for log scale.""" + t = np.linspace(0, 2 * np.pi, 50) + x = 10 ** (t / 2) + y = 10 ** (1 + np.sin(t)) + z = 10 ** (2 * (1 + np.cos(t) / 2)) + return x, y, z + + +def _make_surface_log_data(): + """Grid data for surface with positive Z.""" + x = np.linspace(1, 10, 20) + y = np.linspace(1, 10, 20) + X, Y = np.meshgrid(x, y) + Z = X * Y + return X, Y, Z + + +def _make_triangulation_data(): + """Data for trisurf with positive values.""" + np.random.seed(42) + x = np.random.uniform(1, 100, 100) + y = np.random.uniform(1, 100, 100) + z = x * y / 10 + return x, y, z + + +@mpl3d_image_comparison(['scale3d_lines_log.png'], style='mpl20') +def test_scale3d_lines_log(): + """Test Line3D and Line3DCollection with log scale (plot, wireframe).""" + fig = plt.figure() + + # Left: regular plot (Line3D) + ax1 = fig.add_subplot(1, 2, 1, projection='3d') + x, y, z = _make_log_data() + ax1.plot(x, y, z) + ax1.set(xscale='log', yscale='log', zscale='log') + + # Right: wireframe (Line3DCollection) + ax2 = fig.add_subplot(1, 2, 2, projection='3d') + X, Y, Z = _make_surface_log_data() + ax2.plot_wireframe(X, Y, Z, rstride=5, cstride=5) + ax2.set(xscale='log', yscale='log', zscale='log') + + +@mpl3d_image_comparison(['scale3d_scatter_log.png'], style='mpl20') +def test_scale3d_scatter_log(): + """Test Path3DCollection with log scale (scatter).""" + fig = plt.figure() + ax = fig.add_subplot(projection='3d') + x, y, z = _make_log_data() + ax.scatter(x, y, z, c=z, cmap='viridis') + ax.set(xscale='log', yscale='log', zscale='log') + + +@mpl3d_image_comparison(['scale3d_surface_log.png'], style='mpl20') +def test_scale3d_surface_log(): + """Test Poly3DCollection with log scale (surface, trisurf).""" + fig = plt.figure() + + # Left: plot_surface + ax1 = fig.add_subplot(1, 2, 1, projection='3d') + X, Y, Z = _make_surface_log_data() + ax1.plot_surface(X, Y, Z, cmap='viridis', alpha=0.8) + ax1.set(xscale='log', yscale='log', zscale='log') + + # Right: plot_trisurf + ax2 = fig.add_subplot(1, 2, 2, projection='3d') + x, y, z = _make_triangulation_data() + ax2.plot_trisurf(x, y, z, cmap='viridis', alpha=0.8) + ax2.set(xscale='log', yscale='log', zscale='log') + + +@mpl3d_image_comparison(['scale3d_bar3d_log.png'], style='mpl20') +def test_scale3d_bar3d_log(): + """Test bar3d with log scale.""" + fig = plt.figure() + ax = fig.add_subplot(projection='3d') + + # Bar positions (in log space, use positive values) + x, y = np.meshgrid([1, 10, 100], [1, 10, 100]) + x, y = x.flatten(), y.flatten() + z = np.ones_like(x, dtype=float) + ax.bar3d(x, y, z, x * 0.3, y * 0.3, x * y / 10, alpha=0.8) + ax.set(xscale='log', yscale='log', zscale='log') + + +@mpl3d_image_comparison(['scale3d_contour_log.png'], style='mpl20') +def test_scale3d_contour_log(): + """Test contour and contourf with log scale.""" + fig = plt.figure() + X, Y, Z = _make_surface_log_data() + + # Left: contour (Line3DCollection) + ax1 = fig.add_subplot(1, 2, 1, projection='3d') + ax1.contour(X, Y, Z, levels=10) + ax1.set(xscale='log', yscale='log', zscale='log') + + # Right: contourf (Poly3DCollection) + ax2 = fig.add_subplot(1, 2, 2, projection='3d') + ax2.contourf(X, Y, Z, levels=10, alpha=0.8) + ax2.set(xscale='log', yscale='log', zscale='log') + + +@mpl3d_image_comparison(['scale3d_stem_quiver_log.png'], style='mpl20') +def test_scale3d_stem_quiver_log(): + """Test stem and quiver with log scale.""" + fig = plt.figure() + + # Left: stem + ax1 = fig.add_subplot(1, 2, 1, projection='3d') + x, y, z = [1, 10, 100], [1, 10, 100], [10, 100, 1000] + ax1.stem(x, y, z, bottom=1) + ax1.set(xscale='log', yscale='log', zscale='log') + + # Right: quiver + ax2 = fig.add_subplot(1, 2, 2, projection='3d') + x, y, z = np.array([1, 10, 100]), np.array([1, 10, 100]), np.array([1, 10, 100]) + ax2.quiver(x, y, z, x * 0.5, y * 0.5, z * 0.5) + ax2.set(xscale='log', yscale='log', zscale='log') + + +@mpl3d_image_comparison(['scale3d_text_log.png'], style='mpl20', remove_text=False) +def test_scale3d_text_log(): + """Test Text3D with log scale.""" + fig = plt.figure() + ax = fig.add_subplot(projection='3d') + ax.text(1, 1, 1, "Point A") + ax.text(10, 10, 10, "Point B") + ax.text(100, 100, 100, "Point C") + ax.set(xscale='log', yscale='log', zscale='log', + xlim=(0.5, 200), ylim=(0.5, 200), zlim=(0.5, 200)) + + +@mpl3d_image_comparison(['scale3d_all_scales.png'], style='mpl20', remove_text=False) +def test_scale3d_all_scales(): + """Test all scale types with mixed scales on each axis.""" + fig, axs = plt.subplots(1, 2, subplot_kw={'projection': '3d'}, figsize=(10, 6)) + + # Data that works across all scale types + t = np.linspace(0.1, 0.9, 30) + # x: positive for log/asinh, y: spans neg/pos for symlog, z: (0,1) for logit + x = t * 100 # 10 to 90 + y = (t - 0.5) * 20 # -10 to 10 + z = t # 0.1 to 0.9 + + # Subplot 1: x=log, y=symlog, z=logit + axs[0].scatter(x, y, z) + axs[0].set(xscale='log', yscale='symlog', zscale='logit', + xlabel='log', ylabel='symlog', zlabel='logit') + + # Subplot 2: x=asinh, y=linear, z=function (square root) + axs[1].scatter(x, y, z) + axs[1].set_xscale('asinh') + axs[1].set_zscale('function', functions=(lambda v: v**0.5, lambda v: v**2)) + axs[1].set(xlabel='asinh', ylabel='linear', zlabel='function') + + +@mpl3d_image_comparison(['scale3d_log_bases.png'], style='mpl20', remove_text=False) +def test_scale3d_log_bases(): + """Test log scale with different bases and subs.""" + fig, axs = plt.subplots(2, 2, subplot_kw={'projection': '3d'}, figsize=(10, 8)) + x, y, z = _make_log_data() + + for ax, base, title in [(axs[0, 0], 10, 'base=10'), + (axs[0, 1], 2, 'base=2'), + (axs[1, 0], np.e, 'base=e')]: + ax.scatter(x, y, z, s=10) + ax.set_xscale('log', base=base) + ax.set_yscale('log', base=base) + ax.set_zscale('log', base=base) + ax.set_title(title) + if base == np.e: + # Format tick labels as e^n instead of 2.718...^n + def fmt_e(x, pos=None): + if x <= 0: + return '' + exp = np.log(x) + if np.isclose(exp, round(exp)): + return r'$e^{%d}$' % round(exp) + return '' + ax.xaxis.set_major_formatter(fmt_e) + ax.yaxis.set_major_formatter(fmt_e) + ax.zaxis.set_major_formatter(fmt_e) + + # subs + axs[1, 1].scatter(x, y, z, s=10) + axs[1, 1].set_xscale('log', subs=[2, 5]) + axs[1, 1].set_yscale('log', subs=[2, 5]) + axs[1, 1].set_zscale('log', subs=[2, 5]) + axs[1, 1].set_title('subs=[2,5]') + + +@mpl3d_image_comparison(['scale3d_symlog_params.png'], style='mpl20', + remove_text=False) +def test_scale3d_symlog_params(): + """Test symlog scale with different linthresh values.""" + fig, axs = plt.subplots(1, 2, subplot_kw={'projection': '3d'}) + + # Data spanning negative, zero, and positive + t = np.linspace(-3, 3, 50) + x = np.sinh(t) * 10 + y = t ** 3 + z = np.sign(t) * np.abs(t) ** 2 + + for ax, linthresh in [(axs[0], 0.1), (axs[1], 10)]: + ax.scatter(x, y, z, c=np.abs(z), cmap='viridis', s=10) + ax.set_xscale('symlog', linthresh=linthresh) + ax.set_yscale('symlog', linthresh=linthresh) + ax.set_zscale('symlog', linthresh=linthresh) + ax.set_title(f'linthresh={linthresh}') + + +@pytest.mark.parametrize('scale_type,kwargs', [ + ('log', {'base': 10}), + ('log', {'base': 2}), + ('log', {'subs': [2, 5]}), + ('log', {'nonpositive': 'mask'}), + ('symlog', {'base': 2}), + ('symlog', {'linthresh': 1}), + ('symlog', {'linscale': 0.5}), + ('symlog', {'subs': [2, 5]}), + ('asinh', {'linear_width': 0.5}), + ('asinh', {'base': 2}), + ('logit', {'nonpositive': 'clip'}), +]) +def test_scale3d_keywords_accepted(scale_type, kwargs): + """Verify that scale keywords are accepted on all 3 axes.""" + fig = plt.figure() + ax = fig.add_subplot(projection='3d') + for setter in [ax.set_xscale, ax.set_yscale, ax.set_zscale]: + setter(scale_type, **kwargs) + assert (ax.get_xscale(), ax.get_yscale(), ax.get_zscale()) == (scale_type,) * 3 + + +@pytest.mark.parametrize('axis', ['x', 'y', 'z']) +def test_scale3d_limit_range_log(axis): + """Log scale should warn when setting non-positive limits.""" + fig = plt.figure() + ax = fig.add_subplot(projection='3d') + getattr(ax, f'set_{axis}scale')('log') + + # Setting non-positive limits should warn + with pytest.warns(UserWarning, match="non-positive"): + getattr(ax, f'set_{axis}lim')(-10, 100) + + +def test_scale3d_limit_range_logit(): + """Logit scale should constrain axis to (0, 1).""" + fig = plt.figure() + ax = fig.add_subplot(projection='3d') + ax.set(xscale='logit', yscale='logit', zscale='logit', + xlim=(-0.5, 1.5), ylim=(-0.5, 1.5), zlim=(-0.5, 1.5)) + + # Limits should be constrained to (0, 1) + for name, lim in [('x', ax.get_xlim()), ('y', ax.get_ylim()), + ('z', ax.get_zlim())]: + assert lim[0] > 0, f"{name} lower limit should be > 0 for logit" + assert lim[1] < 1, f"{name} upper limit should be < 1 for logit" + + +@pytest.mark.parametrize('scale_type', ['log', 'symlog', 'logit', 'asinh']) +def test_scale3d_transform_roundtrip(scale_type): + """Forward/inverse transform should preserve values.""" + fig = plt.figure() + ax = fig.add_subplot(projection='3d') + ax.set(xscale=scale_type, yscale=scale_type, zscale=scale_type) + + # Use appropriate test values for each scale type + test_values = { + 'log': [1, 10, 100, 1000], + 'symlog': [-100, -1, 0, 1, 100], + 'asinh': [-100, -1, 0, 1, 100], + 'logit': [0.01, 0.1, 0.5, 0.9, 0.99], + }[scale_type] + test_values = np.array(test_values) + + # Test round-trip for each axis + for axis in [ax.xaxis, ax.yaxis, ax.zaxis]: + trans = axis.get_transform() + forward = trans.transform(test_values.reshape(-1, 1)) + inverse = trans.inverted().transform(forward) + np.testing.assert_allclose(inverse.flatten(), test_values, rtol=1e-10) + + +def test_scale3d_invalid_keywords_raise(): + """Invalid kwargs should raise TypeError.""" + fig = plt.figure() + ax = fig.add_subplot(projection='3d') + + with pytest.raises(TypeError): + ax.set_xscale('log', invalid_kwarg=True) + + with pytest.raises(TypeError): + ax.set_yscale('symlog', invalid_kwarg=True) + + with pytest.raises(TypeError): + ax.set_zscale('logit', invalid_kwarg=True) + + +def test_scale3d_persists_after_plot(): + """Scale should persist after adding plot data.""" + fig = plt.figure() + ax = fig.add_subplot(projection='3d') + ax.set(xscale='log', yscale='log', zscale='log') + ax.plot(*_make_log_data()) + assert (ax.get_xscale(), ax.get_yscale(), ax.get_zscale()) == ('log',) * 3 + + +def test_scale3d_autoscale_with_log(): + """Autoscale should work correctly with log scale.""" + fig = plt.figure() + ax = fig.add_subplot(projection='3d') + ax.set(xscale='log', yscale='log', zscale='log') + ax.scatter([1, 10, 100], [1, 10, 100], [1, 10, 100]) + + # All limits should be positive + for name, lim in [('x', ax.get_xlim()), ('y', ax.get_ylim()), + ('z', ax.get_zlim())]: + assert lim[0] > 0, f"{name} lower limit should be positive" + assert lim[1] > 0, f"{name} upper limit should be positive" From 02d4fdfe14b15f189162c4b5d4688b685da8f6cb Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Sat, 17 Jan 2026 11:51:30 -0700 Subject: [PATCH 296/329] Docstring cleanup and coordinates explainer --- lib/mpl_toolkits/mplot3d/art3d.py | 4 +- lib/mpl_toolkits/mplot3d/axes3d.py | 126 ++++++++++++++++------------- lib/mpl_toolkits/mplot3d/axis3d.py | 2 +- 3 files changed, 73 insertions(+), 59 deletions(-) diff --git a/lib/mpl_toolkits/mplot3d/art3d.py b/lib/mpl_toolkits/mplot3d/art3d.py index c633af13abc4..90baa9a7bf23 100644 --- a/lib/mpl_toolkits/mplot3d/art3d.py +++ b/lib/mpl_toolkits/mplot3d/art3d.py @@ -76,8 +76,8 @@ def _apply_scale_transforms(xs, ys, zs, axes): """ Apply axis scale transforms to 3D coordinates. - Transforms data coordinates through scale transforms (log, symlog, etc.) - to scaled coordinates for proper 3D projection. Preserves masked arrays. + Transforms data coordinates to transformed coordinates (applying log, + symlog, etc.) for 3D projection. Preserves masked arrays. """ def transform_coord(coord, axis): coord = np.asanyarray(coord) diff --git a/lib/mpl_toolkits/mplot3d/axes3d.py b/lib/mpl_toolkits/mplot3d/axes3d.py index ffbaa1f0b86f..946fdd5757be 100644 --- a/lib/mpl_toolkits/mplot3d/axes3d.py +++ b/lib/mpl_toolkits/mplot3d/axes3d.py @@ -8,6 +8,26 @@ Module containing Axes3D, an object which can plot 3D objects on a 2D matplotlib figure. + +Coordinate Systems +------------------ +3D plotting involves several coordinate transformations: + +1. **Data coordinates**: The user's raw x, y, z values. + +2. **Transformed coordinates**: Data coordinates after applying axis scale + transforms (log, symlog, etc.). For linear scales, these equal data + coordinates. Zoom/pan operations work in this space to ensure uniform + behavior with non-linear scales. + +3. **Normalized coordinates**: Transformed coordinates mapped to a [0, 1] + unit cube based on the current axis limits. + +4. **Projected coordinates**: 2D coordinates after applying the 3D to 2D + projection matrix, ready for display. + +Artists receive data in data coordinates, apply scale transforms internally +via ``do_3d_projection()``, then project to 2D for rendering. """ from collections import defaultdict @@ -239,13 +259,10 @@ def _transformed_cube(self, vals): axis scale transforms before being projected. """ minx, maxx, miny, maxy, minz, maxz = vals - # Transform from data space to scaled space - x_trans = self.xaxis.get_transform() - y_trans = self.yaxis.get_transform() - z_trans = self.zaxis.get_transform() - minx, maxx = x_trans.transform([minx, maxx]) - miny, maxy = y_trans.transform([miny, maxy]) - minz, maxz = z_trans.transform([minz, maxz]) + # Transform from data space to transformed coordinates + minx, maxx = self.xaxis.get_transform().transform([minx, maxx]) + miny, maxy = self.yaxis.get_transform().transform([miny, maxy]) + minz, maxz = self.zaxis.get_transform().transform([minz, maxz]) xyzs = [(minx, miny, minz), (maxx, miny, minz), (maxx, maxy, minz), @@ -258,17 +275,14 @@ def _transformed_cube(self, vals): def _update_transScale(self): """ - Override transScale to always use identity/linear transforms. + Override transScale to always use identity transforms. - In 3D axes, scale transforms (log, symlog, etc.) are applied during the - 3D projection in do_3d_projection() methods. The resulting 2D coordinates - are already in normalized display space and should NOT go through - additional log transforms. Using linear transforms here ensures that - negative projected coordinates (which are valid in 3D projection) are - not clipped by log transforms. + In 2D axes, transScale applies scale transforms (log, symlog, etc.) to + convert data coordinates to display coordinates. In 3D axes, scale + transforms are applied to data coordinates before 3D projection via + each axis's transform. The projected 2D coordinates are already in + display space, so transScale must be identity to avoid double-scaling. """ - # Always use identity transforms for 2D display, since 3D projection - # already handles scale transforms internally self.transScale.set( mtransforms.blended_transform_factory( mtransforms.IdentityTransform(), @@ -1344,39 +1358,42 @@ def _get_scaled_limits(self): zmin, zmax = self.zaxis.get_transform().transform(self.get_zlim3d()) return xmin, xmax, ymin, ymax, zmin, zmax - def _inverse_scale_transform(self, x, y, z): + def _untransform_point(self, x, y, z): """ - Apply inverse scale transforms to a point. + Convert a point from transformed coordinates to data coordinates. - Converts from scaled space back to data space. + Parameters + ---------- + x, y, z : float + A single point in transformed coordinates. + + Returns + ------- + x_data, y_data, z_data : float + The point in data coordinates. """ x_data = self.xaxis.get_transform().inverted().transform([x])[0] y_data = self.yaxis.get_transform().inverted().transform([y])[0] z_data = self.zaxis.get_transform().inverted().transform([z])[0] return x_data, y_data, z_data - def _set_lims_from_scaled(self, xmin_s, xmax_s, ymin_s, ymax_s, - zmin_s, zmax_s): + def _set_lims_from_transformed(self, xmin_t, xmax_t, ymin_t, ymax_t, + zmin_t, zmax_t): """ - Transform scaled limits back to data space, validate, and set. + Set axis limits from transformed coordinates. - Takes limits in scaled (transformed) space, converts back to data - space, applies limit_range_for_scale validation, and sets the axis - limits. + Converts limits from transformed coordinates back to data coordinates, + applies limit_range_for_scale validation, and sets the axis limits. Parameters ---------- - xmin_s, xmax_s, ymin_s, ymax_s, zmin_s, zmax_s : float - Axis limits in scaled space. + xmin_t, xmax_t, ymin_t, ymax_t, zmin_t, zmax_t : float + Axis limits in transformed coordinates. """ # Transform back to data space - x_inv = self.xaxis.get_transform().inverted() - y_inv = self.yaxis.get_transform().inverted() - z_inv = self.zaxis.get_transform().inverted() - - xmin, xmax = x_inv.transform([xmin_s, xmax_s]) - ymin, ymax = y_inv.transform([ymin_s, ymax_s]) - zmin, zmax = z_inv.transform([zmin_s, zmax_s]) + xmin, xmax = self.xaxis.get_transform().inverted().transform([xmin_t, xmax_t]) + ymin, ymax = self.yaxis.get_transform().inverted().transform([ymin_t, ymax_t]) + zmin, zmax = self.zaxis.get_transform().inverted().transform([zmin_t, zmax_t]) # Validate limits for scale constraints (e.g., positive for log scale) xmin, xmax = self.xaxis._scale.limit_range_for_scale( @@ -1395,13 +1412,10 @@ def get_proj(self): """Create the projection matrix from the current viewing position.""" # Transform to uniform world coordinates 0-1, 0-1, 0-1 + box_aspect = self._roll_to_vertical(self._box_aspect) # For non-linear scales, we use the scaled limits so the world - # transformation maps scaled coordinates (not data coordinates) + # transformation maps transformed coordinates (not data coordinates) # to the unit cube - box_aspect = self._roll_to_vertical(self._box_aspect) - # Use scaled limits for the world transformation. This ensures that - # for non-linear scales (log, symlog, etc.), the world transformation - # maps scaled coordinates to the unit cube. scaled_limits = self._get_scaled_limits() worldM = proj3d.world_transformation( *scaled_limits, @@ -1663,19 +1677,19 @@ def _calc_coord(self, xv, yv, renderer=None): else: # perspective projection zv = -1 / self._focal_length - # Convert point on view plane to scaled coordinates + # Convert point on view plane to transformed coordinates # (inv_transform returns scaled coords because M was built with scaled limits) p1 = np.array(proj3d.inv_transform(xv, yv, zv, self.invM)).ravel() # Get the vector from the camera to the point on the view plane - # Camera location is in data space, so transform it to scaled space + # Camera location is in data space, so transform it to transformed coordinates cam_data = self._get_camera_loc() cam_scaled = np.array(art3d._apply_scale_transforms( cam_data[0], cam_data[1], cam_data[2], self)).ravel() vec = cam_scaled - p1 - # Get the pane locations for each of the axes (in data space) - # and transform to scaled space + # Get the pane locations for each of the axes in data space + # and transform to transformed coordinates pane_locs_data = [] for axis in self._axis_map.values(): xys, loc = axis.active_pane() @@ -1693,11 +1707,11 @@ def _calc_coord(self, xv, yv, renderer=None): pane_idx = np.argmin(abs(scales)) scale = scales[pane_idx] - # Calculate the point on the closest pane (in scaled space) + # Calculate the point on the closest pane in transformed coordinates p2_scaled = p1 - scale*vec # Convert back to data coordinates - p2 = np.array(self._inverse_scale_transform( + p2 = np.array(self._untransform_point( p2_scaled[0], p2_scaled[1], p2_scaled[2])) return p2, pane_idx @@ -1858,14 +1872,14 @@ def drag_pan(self, button, key, x, y): R = -R / self._box_aspect * self._dist duvw_projected = R.T @ np.array([du, dv, dw]) - # Calculate pan distance in scaled space for proper non-linear scale handling + # Calculate pan distance in transformed coordinates for non-linear scale handling minx, maxx, miny, maxy, minz, maxz = self._get_scaled_limits() dx = (maxx - minx) * duvw_projected[0] dy = (maxy - miny) * duvw_projected[1] dz = (maxz - minz) * duvw_projected[2] - # Compute new limits in scaled space - self._set_lims_from_scaled( + # Compute new limits in transformed coordinates + self._set_lims_from_transformed( minx + dx, maxx + dx, miny + dy, maxy + dy, minz + dz, maxz + dz) @@ -1984,7 +1998,7 @@ def _scale_axis_limits(self, scale_x, scale_y, scale_z): limits by scale factors. A scale factor > 1 zooms out and a scale factor < 1 zooms in. - For non-linear scales, the scaling happens in scaled space to ensure + For non-linear scales, the scaling happens in transformed coordinates to ensure uniform zoom behavior. Parameters @@ -1996,29 +2010,29 @@ def _scale_axis_limits(self, scale_x, scale_y, scale_z): scale_z : float Scale factor for the z data axis. """ - # Get the axis centers and ranges (in scaled space for non-linear scales) + # Get the axis centers and ranges in transformed coordinates cx, cy, cz, dx, dy, dz = self._get_w_centers_ranges() - # Compute new limits in scaled space and set - self._set_lims_from_scaled( + # Compute new limits in transformed coordinates and set + self._set_lims_from_transformed( cx - dx*scale_x/2, cx + dx*scale_x/2, cy - dy*scale_y/2, cy + dy*scale_y/2, cz - dz*scale_z/2, cz + dz*scale_z/2) def _get_w_centers_ranges(self): """ - Get 3D world centers and axis ranges in scaled space. + Get 3D world centers and axis ranges in transformed coordinates. For non-linear scales (log, symlog, etc.), centers and ranges are - computed in scaled coordinates to ensure uniform zoom/pan behavior. + computed in transformed coordinates to ensure uniform zoom/pan behavior. """ - # Get limits in scaled space for proper zoom/pan with non-linear scales + # Get limits in transformed coordinates for proper zoom/pan with non-linear scales minx, maxx, miny, maxy, minz, maxz = self._get_scaled_limits() cx = (maxx + minx)/2 cy = (maxy + miny)/2 cz = (maxz + minz)/2 - # Calculate range of axis limits in scaled space + # Calculate range of axis limits in transformed coordinates dx = (maxx - minx) dy = (maxy - miny) dz = (maxz - minz) diff --git a/lib/mpl_toolkits/mplot3d/axis3d.py b/lib/mpl_toolkits/mplot3d/axis3d.py index 9796a1eb9ec6..d99330a861b3 100644 --- a/lib/mpl_toolkits/mplot3d/axis3d.py +++ b/lib/mpl_toolkits/mplot3d/axis3d.py @@ -462,7 +462,7 @@ def _draw_ticks(self, renderer, edgep1, centers, deltas, highs, default_label_offset = 8. # A rough estimate points = deltas_per_point * deltas - # All coordinates below are in scaled space for proper projection + # All coordinates below are in transformed coordinates for proper projection for tick in ticks: # Get tick line positions pos = edgep1.copy() From f4ce6ba040327d5f09c6e0a93571c2b458834615 Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Sat, 17 Jan 2026 11:55:54 -0700 Subject: [PATCH 297/329] Loosen tolerance on flaky image comparison tests --- lib/mpl_toolkits/mplot3d/axes3d.py | 4 ++-- lib/mpl_toolkits/mplot3d/tests/test_axes3d.py | 6 +++--- 2 files changed, 5 insertions(+), 5 deletions(-) diff --git a/lib/mpl_toolkits/mplot3d/axes3d.py b/lib/mpl_toolkits/mplot3d/axes3d.py index 946fdd5757be..19e9947903c1 100644 --- a/lib/mpl_toolkits/mplot3d/axes3d.py +++ b/lib/mpl_toolkits/mplot3d/axes3d.py @@ -1872,7 +1872,7 @@ def drag_pan(self, button, key, x, y): R = -R / self._box_aspect * self._dist duvw_projected = R.T @ np.array([du, dv, dw]) - # Calculate pan distance in transformed coordinates for non-linear scale handling + # Calculate pan distance in transformed coordinates for non-linear scales minx, maxx, miny, maxy, minz, maxz = self._get_scaled_limits() dx = (maxx - minx) * duvw_projected[0] dy = (maxy - miny) * duvw_projected[1] @@ -2026,7 +2026,7 @@ def _get_w_centers_ranges(self): For non-linear scales (log, symlog, etc.), centers and ranges are computed in transformed coordinates to ensure uniform zoom/pan behavior. """ - # Get limits in transformed coordinates for proper zoom/pan with non-linear scales + # Get limits in transformed coordinates for non-linear scale zoom/pan minx, maxx, miny, maxy, minz, maxz = self._get_scaled_limits() cx = (maxx + minx)/2 cy = (maxy + miny)/2 diff --git a/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py b/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py index ac9cb0590017..810bae6bef25 100644 --- a/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py +++ b/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py @@ -2877,7 +2877,7 @@ def _make_triangulation_data(): return x, y, z -@mpl3d_image_comparison(['scale3d_lines_log.png'], style='mpl20') +@mpl3d_image_comparison(['scale3d_lines_log.png'], style='mpl20', tol=0.03) def test_scale3d_lines_log(): """Test Line3D and Line3DCollection with log scale (plot, wireframe).""" fig = plt.figure() @@ -2937,7 +2937,7 @@ def test_scale3d_bar3d_log(): ax.set(xscale='log', yscale='log', zscale='log') -@mpl3d_image_comparison(['scale3d_contour_log.png'], style='mpl20') +@mpl3d_image_comparison(['scale3d_contour_log.png'], style='mpl20', tol=0.03) def test_scale3d_contour_log(): """Test contour and contourf with log scale.""" fig = plt.figure() @@ -2954,7 +2954,7 @@ def test_scale3d_contour_log(): ax2.set(xscale='log', yscale='log', zscale='log') -@mpl3d_image_comparison(['scale3d_stem_quiver_log.png'], style='mpl20') +@mpl3d_image_comparison(['scale3d_stem_quiver_log.png'], style='mpl20', tol=0.03) def test_scale3d_stem_quiver_log(): """Test stem and quiver with log scale.""" fig = plt.figure() From d46c5df16488ff39076b70794d29ef85d1fe78b0 Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Sat, 17 Jan 2026 12:39:37 -0700 Subject: [PATCH 298/329] Fix 3d hover coordinates with scaled axes --- lib/mpl_toolkits/mplot3d/axes3d.py | 28 ++++++------------- lib/mpl_toolkits/mplot3d/tests/test_axes3d.py | 14 ++++++++++ 2 files changed, 23 insertions(+), 19 deletions(-) diff --git a/lib/mpl_toolkits/mplot3d/axes3d.py b/lib/mpl_toolkits/mplot3d/axes3d.py index 19e9947903c1..129f4463241c 100644 --- a/lib/mpl_toolkits/mplot3d/axes3d.py +++ b/lib/mpl_toolkits/mplot3d/axes3d.py @@ -1653,7 +1653,7 @@ def _location_coords(self, xv, yv, renderer): def _get_camera_loc(self): """ - Returns the current camera location in data coordinates. + Returns the current camera location in transformed coordinates. """ cx, cy, cz, dx, dy, dz = self._get_w_centers_ranges() c = np.array([cx, cy, cz]) @@ -1677,25 +1677,16 @@ def _calc_coord(self, xv, yv, renderer=None): else: # perspective projection zv = -1 / self._focal_length - # Convert point on view plane to transformed coordinates - # (inv_transform returns scaled coords because M was built with scaled limits) p1 = np.array(proj3d.inv_transform(xv, yv, zv, self.invM)).ravel() # Get the vector from the camera to the point on the view plane - # Camera location is in data space, so transform it to transformed coordinates - cam_data = self._get_camera_loc() - cam_scaled = np.array(art3d._apply_scale_transforms( - cam_data[0], cam_data[1], cam_data[2], self)).ravel() - vec = cam_scaled - p1 - - # Get the pane locations for each of the axes in data space - # and transform to transformed coordinates + vec = self._get_camera_loc() - p1 + + # Get the pane locations for each of the axes pane_locs_data = [] for axis in self._axis_map.values(): xys, loc = axis.active_pane() pane_locs_data.append(loc) - pane_locs_scaled = np.array(art3d._apply_scale_transforms( - pane_locs_data[0], pane_locs_data[1], pane_locs_data[2], self)).ravel() # Find the distance to the nearest pane by projecting the view vector scales = np.zeros(3) @@ -1703,16 +1694,15 @@ def _calc_coord(self, xv, yv, renderer=None): if vec[i] == 0: scales[i] = np.inf else: - scales[i] = (p1[i] - pane_locs_scaled[i]) / vec[i] + scales[i] = (pane_locs_data[i] - p1[i]) / vec[i] pane_idx = np.argmin(abs(scales)) scale = scales[pane_idx] - # Calculate the point on the closest pane in transformed coordinates - p2_scaled = p1 - scale*vec + # Calculate the point on the closest pane + p2 = p1 + scale * vec - # Convert back to data coordinates - p2 = np.array(self._untransform_point( - p2_scaled[0], p2_scaled[1], p2_scaled[2])) + # Convert from transformed to data coordinates + p2 = np.array(self._untransform_point(p2[0], p2[1], p2[2])) return p2, pane_idx def _arcball(self, x: float, y: float) -> np.ndarray: diff --git a/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py b/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py index 810bae6bef25..d28d1b0f727c 100644 --- a/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py +++ b/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py @@ -3171,3 +3171,17 @@ def test_scale3d_autoscale_with_log(): ('z', ax.get_zlim())]: assert lim[0] > 0, f"{name} lower limit should be positive" assert lim[1] > 0, f"{name} upper limit should be positive" + + +def test_scale3d_calc_coord(): + """_calc_coord should return data coordinates with correct pane values.""" + fig = plt.figure() + ax = fig.add_subplot(projection='3d') + ax.scatter([1, 10, 100], [1, 10, 100], [1, 10, 100]) + ax.set(xscale='log', yscale='log', zscale='log') + fig.canvas.draw() + + point, pane_idx = ax._calc_coord(0.5, 0.5) + # Pane coordinate should match axis limit (y-pane at max) + assert pane_idx == 1 + assert point[pane_idx] == pytest.approx(ax.get_ylim()[1]) From 24ab58b7a76ae418afbcc2ce8d4ed45a28ac6d28 Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Sat, 17 Jan 2026 12:53:48 -0700 Subject: [PATCH 299/329] Add gallery example and whats new for 3d scales --- doc/release/next_whats_new/3d_scales.rst | 35 ++++++++++++++++ galleries/examples/mplot3d/scales3d.py | 52 ++++++++++++++++++++++++ galleries/examples/scales/scales.py | 5 ++- 3 files changed, 90 insertions(+), 2 deletions(-) create mode 100644 doc/release/next_whats_new/3d_scales.rst create mode 100644 galleries/examples/mplot3d/scales3d.py diff --git a/doc/release/next_whats_new/3d_scales.rst b/doc/release/next_whats_new/3d_scales.rst new file mode 100644 index 000000000000..e92b8e0abb61 --- /dev/null +++ b/doc/release/next_whats_new/3d_scales.rst @@ -0,0 +1,35 @@ +Non-linear scales on 3D axes +---------------------------- + +Resolving a long-standing issue, 3D axes now support non-linear axis scales +such as 'log', 'symlog', 'logit', 'asinh', and custom 'function' scales, just +like 2D axes. Use `~.Axes3D.set_xscale`, `~.Axes3D.set_yscale`, and +`~.Axes3D.set_zscale` to set the scale for each axis independently. + +.. plot:: + :include-source: true + :alt: A 3D plot with a linear x-axis, logarithmic y-axis, and symlog z-axis. + + import matplotlib.pyplot as plt + import numpy as np + + # A sine chirp with increasing frequency and amplitude + x = np.linspace(0, 1, 400) # time + y = 10 ** (2 * x) # frequency, growing exponentially from 1 to 100 Hz + phase = 2 * np.pi * (10 ** (2 * x) - 1) / (2 * np.log(10)) + z = np.sin(phase) * x ** 2 * 10 # amplitude, growing quadratically + + fig = plt.figure() + ax = fig.add_subplot(projection='3d') + ax.plot(x, y, z) + + ax.set_xlabel('Time (linear)') + ax.set_ylabel('Frequency, Hz (log)') + ax.set_zlabel('Amplitude (symlog)') + + ax.set_yscale('log') + ax.set_zscale('symlog') + + plt.show() + +See `matplotlib.scale` for details on all available scales and their parameters. diff --git a/galleries/examples/mplot3d/scales3d.py b/galleries/examples/mplot3d/scales3d.py new file mode 100644 index 000000000000..c0da42da85bd --- /dev/null +++ b/galleries/examples/mplot3d/scales3d.py @@ -0,0 +1,52 @@ +""" +================================ +Scales on 3D (Log, Symlog, etc.) +================================ + +Demonstrate how to use non-linear scales such as logarithmic scales on 3D axes. + +3D axes support the same axis scales as 2D plots: 'linear', 'log', 'symlog', +'logit', 'asinh', and custom 'function' scales. This example shows a mix of +scales: linear on X, log on Y, and symlog on Z. + +For a complete list of built-in scales, see `matplotlib.scale`. For an overview +of scale transformations, see :doc:`/gallery/scales/scales`. +""" + +import matplotlib.pyplot as plt +import numpy as np + +# A sine chirp with increasing frequency and amplitude +x = np.linspace(0, 1, 400) # time +y = 10 ** (2 * x) # frequency, growing exponentially from 1 to 100 Hz +phase = 2 * np.pi * (10 ** (2 * x) - 1) / (2 * np.log(10)) +z = np.sin(phase) * x **2 * 10 # amplitude, growing quadratically + +fig = plt.figure() +ax = fig.add_subplot(projection='3d') +ax.plot(x, y, z) + +ax.set_xlabel('Time (linear)') +ax.set_ylabel('Frequency, Hz (log)') +ax.set_zlabel('Amplitude (symlog)') + +ax.set_yscale('log') +ax.set_zscale('symlog') + +plt.show() + +# %% +# +# .. admonition:: References +# +# The use of the following functions, methods, classes and modules is shown +# in this example: +# +# - `mpl_toolkits.mplot3d.axes3d.Axes3D.set_xscale` +# - `mpl_toolkits.mplot3d.axes3d.Axes3D.set_yscale` +# - `mpl_toolkits.mplot3d.axes3d.Axes3D.set_zscale` +# - `matplotlib.scale` +# +# .. tags:: +# plot-type: 3D, +# level: beginner diff --git a/galleries/examples/scales/scales.py b/galleries/examples/scales/scales.py index 6c4556c9c1d3..071b564b23b1 100644 --- a/galleries/examples/scales/scales.py +++ b/galleries/examples/scales/scales.py @@ -5,8 +5,9 @@ Illustrate the scale transformations applied to axes, e.g. log, symlog, logit. -See `matplotlib.scale` for a full list of built-in scales, and -:doc:`/gallery/scales/custom_scale` for how to create your own scale. +See `matplotlib.scale` for a full list of built-in scales, +:doc:`/gallery/scales/custom_scale` for how to create your own scale, and +:doc:`/gallery/mplot3d/scales3d` for using scales on 3D axes. """ import matplotlib.pyplot as plt From a24160f2011aa46b0493ff738a4b554e29ec16ab Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Mon, 23 Feb 2026 16:23:49 -0700 Subject: [PATCH 300/329] Factor repeated code into proj3d functions --- lib/mpl_toolkits/mplot3d/art3d.py | 101 ++++++----------------------- lib/mpl_toolkits/mplot3d/proj3d.py | 74 +++++++++++++++++++++ 2 files changed, 93 insertions(+), 82 deletions(-) diff --git a/lib/mpl_toolkits/mplot3d/art3d.py b/lib/mpl_toolkits/mplot3d/art3d.py index 90baa9a7bf23..1ddc42473217 100644 --- a/lib/mpl_toolkits/mplot3d/art3d.py +++ b/lib/mpl_toolkits/mplot3d/art3d.py @@ -72,33 +72,6 @@ def get_dir_vector(zdir): raise ValueError("'x', 'y', 'z', None or vector of length 3 expected") -def _apply_scale_transforms(xs, ys, zs, axes): - """ - Apply axis scale transforms to 3D coordinates. - - Transforms data coordinates to transformed coordinates (applying log, - symlog, etc.) for 3D projection. Preserves masked arrays. - """ - def transform_coord(coord, axis): - coord = np.asanyarray(coord) - data = np.ma.getdata(coord).ravel() - return axis.get_transform().transform(data).reshape(coord.shape) - - xs_scaled = transform_coord(xs, axes.xaxis) - ys_scaled = transform_coord(ys, axes.yaxis) - zs_scaled = transform_coord(zs, axes.zaxis) - - # Preserve combined mask from any masked input - masks = [np.ma.getmask(a) for a in [xs, ys, zs]] - if any(m is not np.ma.nomask for m in masks): - combined = np.ma.mask_or(np.ma.mask_or(masks[0], masks[1]), masks[2]) - xs_scaled = np.ma.array(xs_scaled, mask=combined) - ys_scaled = np.ma.array(ys_scaled, mask=combined) - zs_scaled = np.ma.array(zs_scaled, mask=combined) - - return xs_scaled, ys_scaled, zs_scaled - - def _viewlim_mask(xs, ys, zs, axes): """ Return the mask of the points outside the axes view limits. @@ -225,16 +198,9 @@ def draw(self, renderer): else: pos3d = np.array([self._x, self._y, self._z], dtype=float) - # Apply scale transforms before projection - pos3d_scaled = np.array(_apply_scale_transforms( - pos3d[0], pos3d[1], pos3d[2], self.axes)) - # Also scale the direction vector endpoint dir_end = pos3d + self._dir_vec - dir_end_scaled = np.array(_apply_scale_transforms( - dir_end[0], dir_end[1], dir_end[2], self.axes)) - - proj = proj3d._proj_trans_points( - [pos3d_scaled, dir_end_scaled], self.axes.M) + proj = proj3d._proj_trans_points_scaled( + [pos3d, dir_end], self.axes) dx = proj[0][1] - proj[0][0] dy = proj[1][1] - proj[1][0] angle = math.degrees(math.atan2(dy, dx)) @@ -370,11 +336,8 @@ def draw(self, renderer): dtype=float, mask=mask).filled(np.nan) else: xs3d, ys3d, zs3d = self._verts3d - # Apply scale transforms before projection - xs3d, ys3d, zs3d = _apply_scale_transforms(xs3d, ys3d, zs3d, self.axes) - xs, ys, zs, tis = proj3d._proj_transform_clip(xs3d, ys3d, zs3d, - self.axes.M, - self.axes._focal_length) + xs, ys, zs, tis = proj3d._proj_transform_clip_scaled( + xs3d, ys3d, zs3d, self.axes) self.set_data(xs, ys) super().draw(renderer) self.stale = False @@ -465,13 +428,8 @@ def do_3d_projection(self): vs_list = [np.ma.array(vs, mask=np.broadcast_to( _viewlim_mask(*vs.T, self.axes), vs.shape)) for vs in vs_list] - # Apply scale transforms before projection - xyzs_list = [] - for vs in vs_list: - xs_scaled, ys_scaled, zs_scaled = _apply_scale_transforms( - vs[:, 0], vs[:, 1], vs[:, 2], self.axes) - xyzs_list.append(proj3d.proj_transform( - xs_scaled, ys_scaled, zs_scaled, self.axes.M)) + xyzs_list = [proj3d._proj_transform_scaled( + vs[:, 0], vs[:, 1], vs[:, 2], self.axes) for vs in vs_list] self._paths = [mpath.Path(np.ma.column_stack([xs, ys]), cs) for (xs, ys, _), (_, cs) in zip(xyzs_list, self._3dverts_codes)] zs = np.concatenate([zs for _, _, zs in xyzs_list]) @@ -561,13 +519,9 @@ def do_3d_projection(self): (*viewlim_mask.shape, 3)) mask = mask | viewlim_mask - # Apply scale transforms before projection - xs_scaled, ys_scaled, zs_scaled = _apply_scale_transforms( - segments[..., 0], segments[..., 1], segments[..., 2], self.axes) - segments_scaled = np.stack([xs_scaled, ys_scaled, zs_scaled], axis=-1) - - xyzs = np.ma.array(proj3d._proj_transform_vectors(segments_scaled, self.axes.M), - mask=mask) + xyzs = np.ma.array( + proj3d._proj_transform_vectors_scaled(segments, self.axes), + mask=mask) segments_2d = xyzs[..., 0:2] LineCollection.set_segments(self, segments_2d) @@ -650,11 +604,8 @@ def do_3d_projection(self): dtype=float, mask=mask).filled(np.nan) else: xs, ys, zs = zip(*s) - # Apply scale transforms before projection - xs, ys, zs = _apply_scale_transforms(xs, ys, zs, self.axes) - vxs, vys, vzs, vis = proj3d._proj_transform_clip(xs, ys, zs, - self.axes.M, - self.axes._focal_length) + vxs, vys, vzs, vis = proj3d._proj_transform_clip_scaled( + xs, ys, zs, self.axes) self._path2d = mpath.Path(np.ma.column_stack([vxs, vys])) return min(vzs) @@ -714,11 +665,8 @@ def do_3d_projection(self): dtype=float, mask=mask).filled(np.nan) else: xs, ys, zs = zip(*s) - # Apply scale transforms before projection - xs, ys, zs = _apply_scale_transforms(xs, ys, zs, self.axes) - vxs, vys, vzs, vis = proj3d._proj_transform_clip(xs, ys, zs, - self.axes.M, - self.axes._focal_length) + vxs, vys, vzs, vis = proj3d._proj_transform_clip_scaled( + xs, ys, zs, self.axes) self._path2d = mpath.Path(np.ma.column_stack([vxs, vys]), self._code3d) return min(vzs) @@ -861,11 +809,8 @@ def do_3d_projection(self): xs, ys, zs = np.ma.array(self._offsets3d, mask=mask) else: xs, ys, zs = self._offsets3d - # Apply scale transforms before projection - xs, ys, zs = _apply_scale_transforms(xs, ys, zs, self.axes) - vxs, vys, vzs, vis = proj3d._proj_transform_clip(xs, ys, zs, - self.axes.M, - self.axes._focal_length) + vxs, vys, vzs, vis = proj3d._proj_transform_clip_scaled( + xs, ys, zs, self.axes) self._vzs = vzs if np.ma.isMA(vxs): super().set_offsets(np.ma.column_stack([vxs, vys])) @@ -1081,11 +1026,8 @@ def do_3d_projection(self): xyzs = np.ma.array(self._offsets3d, mask=mask) else: xyzs = self._offsets3d - # Apply scale transforms before projection - xyzs_scaled = _apply_scale_transforms(*xyzs, self.axes) - vxs, vys, vzs, vis = proj3d._proj_transform_clip(*xyzs_scaled, - self.axes.M, - self.axes._focal_length) + vxs, vys, vzs, vis = proj3d._proj_transform_clip_scaled( + *xyzs, self.axes) self._data_scale = _get_data_scale(vxs, vys, vzs) # Sort the points based on z coordinates # Performance optimization: Create a sorted index array and reorder @@ -1416,16 +1358,11 @@ def do_3d_projection(self): num_faces = len(self._faces) mask = self._invalid_vertices - # Apply scale transforms to faces before projection - xs_scaled, ys_scaled, zs_scaled = _apply_scale_transforms( - self._faces[..., 0], self._faces[..., 1], self._faces[..., 2], - self.axes) - faces_scaled = np.stack([xs_scaled, ys_scaled, zs_scaled], axis=-1) - # Some faces might contain masked vertices, so we want to ignore any # errors that those might cause with np.errstate(invalid='ignore', divide='ignore'): - pfaces = proj3d._proj_transform_vectors(faces_scaled, self.axes.M) + pfaces = proj3d._proj_transform_vectors_scaled( + self._faces, self.axes) if self._axlim_clip: viewlim_mask = _viewlim_mask(self._faces[..., 0], self._faces[..., 1], diff --git a/lib/mpl_toolkits/mplot3d/proj3d.py b/lib/mpl_toolkits/mplot3d/proj3d.py index 87c59ae05714..53dc321c12c3 100644 --- a/lib/mpl_toolkits/mplot3d/proj3d.py +++ b/lib/mpl_toolkits/mplot3d/proj3d.py @@ -131,6 +131,33 @@ def _ortho_transformation(zfront, zback): return proj_matrix +def _apply_scale_transforms(xs, ys, zs, axes): + """ + Apply axis scale transforms to 3D coordinates. + + Transforms data coordinates to transformed coordinates (applying log, + symlog, etc.) for 3D projection. Preserves masked arrays. + """ + def transform_coord(coord, axis): + coord = np.asanyarray(coord) + data = np.ma.getdata(coord).ravel() + return axis.get_transform().transform(data).reshape(coord.shape) + + xs_scaled = transform_coord(xs, axes.xaxis) + ys_scaled = transform_coord(ys, axes.yaxis) + zs_scaled = transform_coord(zs, axes.zaxis) + + # Preserve combined mask from any masked input + masks = [np.ma.getmask(a) for a in [xs, ys, zs]] + if any(m is not np.ma.nomask for m in masks): + combined = np.ma.mask_or(np.ma.mask_or(masks[0], masks[1]), masks[2]) + xs_scaled = np.ma.array(xs_scaled, mask=combined) + ys_scaled = np.ma.array(ys_scaled, mask=combined) + zs_scaled = np.ma.array(zs_scaled, mask=combined) + + return xs_scaled, ys_scaled, zs_scaled + + def _proj_transform_vec(vec, M): vecw = np.dot(M, vec.data) ts = vecw[0:3]/vecw[3] @@ -234,3 +261,50 @@ def _proj_trans_points(points, M): points = np.asanyarray(points) xs, ys, zs = points[:, 0], points[:, 1], points[:, 2] return proj_transform(xs, ys, zs, M) + + +def _proj_transform_clip_scaled(xs, ys, zs, axes): + """ + Apply scale transforms and project with clipping. + + Combines `_apply_scale_transforms` and `_proj_transform_clip` into a + single call. Returns txs, tys, tzs, tis. + """ + xs, ys, zs = _apply_scale_transforms(xs, ys, zs, axes) + return _proj_transform_clip(xs, ys, zs, axes.M, axes._focal_length) + + +def _proj_transform_vectors_scaled(vecs, axes): + """ + Apply scale transforms and project vectors. + + Combines `_apply_scale_transforms` and `_proj_transform_vectors` into a + single call. *vecs* has shape ``(..., 3)``. + """ + xs, ys, zs = _apply_scale_transforms( + vecs[..., 0], vecs[..., 1], vecs[..., 2], axes) + vecs = np.stack([xs, ys, zs], axis=-1) + return _proj_transform_vectors(vecs, axes.M) + + +def _proj_transform_scaled(xs, ys, zs, axes): + """ + Apply scale transforms and project. + + Combines `_apply_scale_transforms` and `proj_transform` into a single + call. Returns txs, tys, tzs. + """ + xs, ys, zs = _apply_scale_transforms(xs, ys, zs, axes) + return proj_transform(xs, ys, zs, axes.M) + + +def _proj_trans_points_scaled(points, axes): + """ + Apply scale transforms and project points. + + Combines `_apply_scale_transforms` and `_proj_trans_points` into a single + call. + """ + points = np.asanyarray(points) + xs, ys, zs = points[:, 0], points[:, 1], points[:, 2] + return _proj_transform_scaled(xs, ys, zs, axes) From 8b8c7aac1b8fdbf061c2fc0c269749df9025d5cb Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Fri, 27 Feb 2026 14:30:12 -0700 Subject: [PATCH 301/329] Code review cleanup --- lib/mpl_toolkits/mplot3d/art3d.py | 21 ++++---- lib/mpl_toolkits/mplot3d/axes3d.py | 11 ++-- lib/mpl_toolkits/mplot3d/proj3d.py | 81 ++++++++---------------------- 3 files changed, 35 insertions(+), 78 deletions(-) diff --git a/lib/mpl_toolkits/mplot3d/art3d.py b/lib/mpl_toolkits/mplot3d/art3d.py index 1ddc42473217..caefcea21050 100644 --- a/lib/mpl_toolkits/mplot3d/art3d.py +++ b/lib/mpl_toolkits/mplot3d/art3d.py @@ -199,8 +199,9 @@ def draw(self, renderer): pos3d = np.array([self._x, self._y, self._z], dtype=float) dir_end = pos3d + self._dir_vec - proj = proj3d._proj_trans_points_scaled( - [pos3d, dir_end], self.axes) + points = np.asarray([pos3d, dir_end]) + proj = proj3d._scale_proj_transform( + points[:, 0], points[:, 1], points[:, 2], self.axes) dx = proj[0][1] - proj[0][0] dy = proj[1][1] - proj[1][0] angle = math.degrees(math.atan2(dy, dx)) @@ -336,7 +337,7 @@ def draw(self, renderer): dtype=float, mask=mask).filled(np.nan) else: xs3d, ys3d, zs3d = self._verts3d - xs, ys, zs, tis = proj3d._proj_transform_clip_scaled( + xs, ys, zs, tis = proj3d._scale_proj_transform_clip( xs3d, ys3d, zs3d, self.axes) self.set_data(xs, ys) super().draw(renderer) @@ -428,7 +429,7 @@ def do_3d_projection(self): vs_list = [np.ma.array(vs, mask=np.broadcast_to( _viewlim_mask(*vs.T, self.axes), vs.shape)) for vs in vs_list] - xyzs_list = [proj3d._proj_transform_scaled( + xyzs_list = [proj3d._scale_proj_transform( vs[:, 0], vs[:, 1], vs[:, 2], self.axes) for vs in vs_list] self._paths = [mpath.Path(np.ma.column_stack([xs, ys]), cs) for (xs, ys, _), (_, cs) in zip(xyzs_list, self._3dverts_codes)] @@ -520,7 +521,7 @@ def do_3d_projection(self): mask = mask | viewlim_mask xyzs = np.ma.array( - proj3d._proj_transform_vectors_scaled(segments, self.axes), + proj3d._scale_proj_transform_vectors(segments, self.axes), mask=mask) segments_2d = xyzs[..., 0:2] LineCollection.set_segments(self, segments_2d) @@ -604,7 +605,7 @@ def do_3d_projection(self): dtype=float, mask=mask).filled(np.nan) else: xs, ys, zs = zip(*s) - vxs, vys, vzs, vis = proj3d._proj_transform_clip_scaled( + vxs, vys, vzs, vis = proj3d._scale_proj_transform_clip( xs, ys, zs, self.axes) self._path2d = mpath.Path(np.ma.column_stack([vxs, vys])) return min(vzs) @@ -665,7 +666,7 @@ def do_3d_projection(self): dtype=float, mask=mask).filled(np.nan) else: xs, ys, zs = zip(*s) - vxs, vys, vzs, vis = proj3d._proj_transform_clip_scaled( + vxs, vys, vzs, vis = proj3d._scale_proj_transform_clip( xs, ys, zs, self.axes) self._path2d = mpath.Path(np.ma.column_stack([vxs, vys]), self._code3d) return min(vzs) @@ -809,7 +810,7 @@ def do_3d_projection(self): xs, ys, zs = np.ma.array(self._offsets3d, mask=mask) else: xs, ys, zs = self._offsets3d - vxs, vys, vzs, vis = proj3d._proj_transform_clip_scaled( + vxs, vys, vzs, vis = proj3d._scale_proj_transform_clip( xs, ys, zs, self.axes) self._vzs = vzs if np.ma.isMA(vxs): @@ -1026,7 +1027,7 @@ def do_3d_projection(self): xyzs = np.ma.array(self._offsets3d, mask=mask) else: xyzs = self._offsets3d - vxs, vys, vzs, vis = proj3d._proj_transform_clip_scaled( + vxs, vys, vzs, vis = proj3d._scale_proj_transform_clip( *xyzs, self.axes) self._data_scale = _get_data_scale(vxs, vys, vzs) # Sort the points based on z coordinates @@ -1361,7 +1362,7 @@ def do_3d_projection(self): # Some faces might contain masked vertices, so we want to ignore any # errors that those might cause with np.errstate(invalid='ignore', divide='ignore'): - pfaces = proj3d._proj_transform_vectors_scaled( + pfaces = proj3d._scale_proj_transform_vectors( self._faces, self.axes) if self._axlim_clip: diff --git a/lib/mpl_toolkits/mplot3d/axes3d.py b/lib/mpl_toolkits/mplot3d/axes3d.py index 129f4463241c..2b99ec7e99c4 100644 --- a/lib/mpl_toolkits/mplot3d/axes3d.py +++ b/lib/mpl_toolkits/mplot3d/axes3d.py @@ -271,7 +271,7 @@ def _transformed_cube(self, vals): (maxx, miny, maxz), (maxx, maxy, maxz), (minx, maxy, maxz)] - return proj3d._proj_points(xyzs, self.M) + return np.column_stack(proj3d._proj_trans_points(xyzs, self.M)) def _update_transScale(self): """ @@ -1138,7 +1138,7 @@ def _set_axis_scale(self, axis, get_lim, set_lim, value, **kwargs): """ axis._set_axes_scale(value, **kwargs) # After setting scale, constrain limits using scale's limit_range_for_scale - if hasattr(axis, '_scale') and axis._scale is not None: + if getattr(axis, '_scale', None) is not None: vmin, vmax = get_lim() minpos = getattr(axis, '_minpos', 1e-300) new_vmin, new_vmax = axis._scale.limit_range_for_scale( @@ -1378,7 +1378,7 @@ def _untransform_point(self, x, y, z): return x_data, y_data, z_data def _set_lims_from_transformed(self, xmin_t, xmax_t, ymin_t, ymax_t, - zmin_t, zmax_t): + zmin_t, zmax_t): """ Set axis limits from transformed coordinates. @@ -1683,10 +1683,7 @@ def _calc_coord(self, xv, yv, renderer=None): vec = self._get_camera_loc() - p1 # Get the pane locations for each of the axes - pane_locs_data = [] - for axis in self._axis_map.values(): - xys, loc = axis.active_pane() - pane_locs_data.append(loc) + pane_locs_data = [axis.active_pane()[1] for axis in self._axis_map.values()] # Find the distance to the nearest pane by projecting the view vector scales = np.zeros(3) diff --git a/lib/mpl_toolkits/mplot3d/proj3d.py b/lib/mpl_toolkits/mplot3d/proj3d.py index 53dc321c12c3..81a5aacbdded 100644 --- a/lib/mpl_toolkits/mplot3d/proj3d.py +++ b/lib/mpl_toolkits/mplot3d/proj3d.py @@ -166,27 +166,24 @@ def _proj_transform_vec(vec, M): return ts[0], ts[1], ts[2] -def _proj_transform_vectors(vecs, M): +def _scale_proj_transform_vectors(vecs, axes): """ - Vectorized version of ``_proj_transform_vec``. + Apply scale transforms and project vectors. Parameters ---------- vecs : ... x 3 np.ndarray - Input vectors - M : 4 x 4 np.ndarray - Projection matrix + Input vectors. + axes : Axes3D + The 3D axes (used for scale transforms and projection matrix). """ - vecs_shape = vecs.shape - vecs = vecs.reshape(-1, 3).T - - vecs_pad = np.empty((vecs.shape[0] + 1,) + vecs.shape[1:]) - vecs_pad[:-1] = vecs - vecs_pad[-1] = 1 - product = np.dot(M, vecs_pad) + result_shape = vecs.shape + xs, ys, zs = _apply_scale_transforms( + vecs[..., 0], vecs[..., 1], vecs[..., 2], axes) + vec = _vec_pad_ones(xs.ravel(), ys.ravel(), zs.ravel()) + product = np.dot(axes.M, vec) tvecs = product[:3] / product[3] - - return tvecs.T.reshape(vecs_shape) + return tvecs.T.reshape(result_shape) def _proj_transform_vec_clip(vec, M, focal_length): @@ -240,21 +237,19 @@ def proj_transform(xs, ys, zs, M): @_api.deprecated("3.10") def proj_transform_clip(xs, ys, zs, M): - return _proj_transform_clip(xs, ys, zs, M, focal_length=np.inf) + vec = _vec_pad_ones(xs, ys, zs) + return _proj_transform_vec_clip(vec, M, focal_length=np.inf) -def _proj_transform_clip(xs, ys, zs, M, focal_length): +def _scale_proj_transform_clip(xs, ys, zs, axes): """ - Transform the points by the projection matrix - and return the clipping result - returns txs, tys, tzs, tis + Apply scale transforms, project, and return clipping result. + + Returns txs, tys, tzs, tis. """ + xs, ys, zs = _apply_scale_transforms(xs, ys, zs, axes) vec = _vec_pad_ones(xs, ys, zs) - return _proj_transform_vec_clip(vec, M, focal_length) - - -def _proj_points(points, M): - return np.column_stack(_proj_trans_points(points, M)) + return _proj_transform_vec_clip(vec, axes.M, axes._focal_length) def _proj_trans_points(points, M): @@ -263,31 +258,7 @@ def _proj_trans_points(points, M): return proj_transform(xs, ys, zs, M) -def _proj_transform_clip_scaled(xs, ys, zs, axes): - """ - Apply scale transforms and project with clipping. - - Combines `_apply_scale_transforms` and `_proj_transform_clip` into a - single call. Returns txs, tys, tzs, tis. - """ - xs, ys, zs = _apply_scale_transforms(xs, ys, zs, axes) - return _proj_transform_clip(xs, ys, zs, axes.M, axes._focal_length) - - -def _proj_transform_vectors_scaled(vecs, axes): - """ - Apply scale transforms and project vectors. - - Combines `_apply_scale_transforms` and `_proj_transform_vectors` into a - single call. *vecs* has shape ``(..., 3)``. - """ - xs, ys, zs = _apply_scale_transforms( - vecs[..., 0], vecs[..., 1], vecs[..., 2], axes) - vecs = np.stack([xs, ys, zs], axis=-1) - return _proj_transform_vectors(vecs, axes.M) - - -def _proj_transform_scaled(xs, ys, zs, axes): +def _scale_proj_transform(xs, ys, zs, axes): """ Apply scale transforms and project. @@ -296,15 +267,3 @@ def _proj_transform_scaled(xs, ys, zs, axes): """ xs, ys, zs = _apply_scale_transforms(xs, ys, zs, axes) return proj_transform(xs, ys, zs, axes.M) - - -def _proj_trans_points_scaled(points, axes): - """ - Apply scale transforms and project points. - - Combines `_apply_scale_transforms` and `_proj_trans_points` into a single - call. - """ - points = np.asanyarray(points) - xs, ys, zs = points[:, 0], points[:, 1], points[:, 2] - return _proj_transform_scaled(xs, ys, zs, axes) From 5d335a38f6c5b62f3a336bf25318e6581fa87ddf Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Fri, 27 Feb 2026 16:03:54 -0700 Subject: [PATCH 302/329] More 3D log scale tests --- lib/mpl_toolkits/mplot3d/tests/test_axes3d.py | 37 +++++++++++++++++++ 1 file changed, 37 insertions(+) diff --git a/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py b/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py index d28d1b0f727c..db1ba5804377 100644 --- a/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py +++ b/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py @@ -3008,6 +3008,43 @@ def test_scale3d_all_scales(): axs[1].set(xlabel='asinh', ylabel='linear', zlabel='function') +@pytest.mark.parametrize("scale, expected_lims", [ + ("linear", (-0.020833333333333332, 1.0208333333333333)), + ("log", (0.03640537388223389, 1.1918138759519783)), + ("symlog", (-0.020833333333333332, 1.0208333333333333)), + ("logit", (0.029640777806688817, 0.9703592221933112)), + ("asinh", (-0.020833333333333332, 1.0208333333333333)), +]) +@mpl.style.context("default") +def test_scale3d_default_limits(scale, expected_lims): + """Default axis limits on an empty plot should be correct for each scale.""" + fig = plt.figure() + ax = fig.add_subplot(projection='3d') + ax.set_xscale(scale) + ax.set_yscale(scale) + ax.set_zscale(scale) + fig.canvas.draw() + + for get_lim in (ax.get_xlim, ax.get_ylim, ax.get_zlim): + np.testing.assert_allclose(get_lim(), expected_lims) + + +@check_figures_equal() +@pytest.mark.filterwarnings("ignore:Data has no positive values") +def test_scale3d_all_clipped(fig_test, fig_ref): + """Fully clipped data (e.g. negative values on log) should look like an empty plot.""" + lims = (0.1, 10) + for ax in [fig_test.add_subplot(projection='3d'), + fig_ref.add_subplot(projection='3d')]: + ax.set_xscale('log') + ax.set_yscale('log') + ax.set_zscale('log') + ax.set(xlim=lims, ylim=lims, zlim=lims) + + # All negative data — everything is invalid for log scale + fig_test.axes[0].plot([-1, -2, -3], [-4, -5, -6], [-7, -8, -9]) + + @mpl3d_image_comparison(['scale3d_log_bases.png'], style='mpl20', remove_text=False) def test_scale3d_log_bases(): """Test log scale with different bases and subs.""" From 77038d3ed6f8c3c360faf48a0c3481a52eefde29 Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Fri, 27 Feb 2026 16:21:46 -0700 Subject: [PATCH 303/329] Fix empty plot scale handling --- lib/mpl_toolkits/mplot3d/axes3d.py | 22 +++++++++++-------- lib/mpl_toolkits/mplot3d/tests/test_axes3d.py | 3 ++- 2 files changed, 15 insertions(+), 10 deletions(-) diff --git a/lib/mpl_toolkits/mplot3d/axes3d.py b/lib/mpl_toolkits/mplot3d/axes3d.py index 2b99ec7e99c4..846ea97aa47f 100644 --- a/lib/mpl_toolkits/mplot3d/axes3d.py +++ b/lib/mpl_toolkits/mplot3d/axes3d.py @@ -852,7 +852,6 @@ def _set_lim3d(self, axis, lower=None, upper=None, *, emit=True, if view_margin > 0 and hasattr(axis, '_scale') and axis._scale is not None: transform = axis.get_transform() inverse_trans = transform.inverted() - # For log scale, need valid limits before transforming minpos = max(1e-300, abs(lower) if lower > 0 else 1e-5) lower, upper = axis._scale.limit_range_for_scale(lower, upper, minpos) lower_t, upper_t = transform.transform([lower, upper]) @@ -1136,15 +1135,20 @@ def _set_axis_scale(self, axis, get_lim, set_lim, value, **kwargs): **kwargs Forwarded to scale constructor. """ + # For non-linear scales on the z-axis, switch from the [0, 1] + + # margin=0 representation to the same xymargin + margin=0.05 + # representation that x/y use. Both produce identical linear limits, + # but only the xymargin form has valid positive lower bounds for log + # etc. This must happen before _set_axes_scale because that triggers + # autoscale_view internally. + if (axis is self.zaxis and value != 'linear' + and np.array_equal(self.zz_dataLim.get_points(), + [[0, 0], [1, 1]])): + xymargin = 0.05 * 10/11 + self.zz_dataLim = Bbox([[xymargin, xymargin], + [1 - xymargin, 1 - xymargin]]) + self._zmargin = self._xmargin axis._set_axes_scale(value, **kwargs) - # After setting scale, constrain limits using scale's limit_range_for_scale - if getattr(axis, '_scale', None) is not None: - vmin, vmax = get_lim() - minpos = getattr(axis, '_minpos', 1e-300) - new_vmin, new_vmax = axis._scale.limit_range_for_scale( - vmin, vmax, minpos) - if (new_vmin, new_vmax) != (vmin, vmax): - set_lim(new_vmin, new_vmax, auto=True) def set_xscale(self, value, **kwargs): """ diff --git a/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py b/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py index db1ba5804377..b7a6913f70e2 100644 --- a/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py +++ b/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py @@ -3032,7 +3032,8 @@ def test_scale3d_default_limits(scale, expected_lims): @check_figures_equal() @pytest.mark.filterwarnings("ignore:Data has no positive values") def test_scale3d_all_clipped(fig_test, fig_ref): - """Fully clipped data (e.g. negative values on log) should look like an empty plot.""" + """Fully clipped data (e.g. negative values on log) should look like an empty plot. + """ lims = (0.1, 10) for ax in [fig_test.add_subplot(projection='3d'), fig_ref.add_subplot(projection='3d')]: From ac6722ec9e159e2fee84535f438462895778196f Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Fri, 27 Feb 2026 16:58:58 -0700 Subject: [PATCH 304/329] Combine tests for 3d artists with log scales --- lib/mpl_toolkits/mplot3d/tests/test_axes3d.py | 160 +++++++----------- 1 file changed, 59 insertions(+), 101 deletions(-) diff --git a/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py b/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py index b7a6913f70e2..b953fd415955 100644 --- a/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py +++ b/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py @@ -2877,110 +2877,68 @@ def _make_triangulation_data(): return x, y, z -@mpl3d_image_comparison(['scale3d_lines_log.png'], style='mpl20', tol=0.03) -def test_scale3d_lines_log(): - """Test Line3D and Line3DCollection with log scale (plot, wireframe).""" - fig = plt.figure() - - # Left: regular plot (Line3D) - ax1 = fig.add_subplot(1, 2, 1, projection='3d') - x, y, z = _make_log_data() - ax1.plot(x, y, z) - ax1.set(xscale='log', yscale='log', zscale='log') - - # Right: wireframe (Line3DCollection) - ax2 = fig.add_subplot(1, 2, 2, projection='3d') - X, Y, Z = _make_surface_log_data() - ax2.plot_wireframe(X, Y, Z, rstride=5, cstride=5) - ax2.set(xscale='log', yscale='log', zscale='log') - - -@mpl3d_image_comparison(['scale3d_scatter_log.png'], style='mpl20') -def test_scale3d_scatter_log(): - """Test Path3DCollection with log scale (scatter).""" - fig = plt.figure() - ax = fig.add_subplot(projection='3d') - x, y, z = _make_log_data() - ax.scatter(x, y, z, c=z, cmap='viridis') - ax.set(xscale='log', yscale='log', zscale='log') - - -@mpl3d_image_comparison(['scale3d_surface_log.png'], style='mpl20') -def test_scale3d_surface_log(): - """Test Poly3DCollection with log scale (surface, trisurf).""" - fig = plt.figure() - - # Left: plot_surface - ax1 = fig.add_subplot(1, 2, 1, projection='3d') - X, Y, Z = _make_surface_log_data() - ax1.plot_surface(X, Y, Z, cmap='viridis', alpha=0.8) - ax1.set(xscale='log', yscale='log', zscale='log') - - # Right: plot_trisurf - ax2 = fig.add_subplot(1, 2, 2, projection='3d') - x, y, z = _make_triangulation_data() - ax2.plot_trisurf(x, y, z, cmap='viridis', alpha=0.8) - ax2.set(xscale='log', yscale='log', zscale='log') - - -@mpl3d_image_comparison(['scale3d_bar3d_log.png'], style='mpl20') -def test_scale3d_bar3d_log(): - """Test bar3d with log scale.""" - fig = plt.figure() - ax = fig.add_subplot(projection='3d') - - # Bar positions (in log space, use positive values) - x, y = np.meshgrid([1, 10, 100], [1, 10, 100]) - x, y = x.flatten(), y.flatten() - z = np.ones_like(x, dtype=float) - ax.bar3d(x, y, z, x * 0.3, y * 0.3, x * y / 10, alpha=0.8) - ax.set(xscale='log', yscale='log', zscale='log') - - -@mpl3d_image_comparison(['scale3d_contour_log.png'], style='mpl20', tol=0.03) -def test_scale3d_contour_log(): - """Test contour and contourf with log scale.""" - fig = plt.figure() - X, Y, Z = _make_surface_log_data() - - # Left: contour (Line3DCollection) - ax1 = fig.add_subplot(1, 2, 1, projection='3d') - ax1.contour(X, Y, Z, levels=10) - ax1.set(xscale='log', yscale='log', zscale='log') - - # Right: contourf (Poly3DCollection) - ax2 = fig.add_subplot(1, 2, 2, projection='3d') - ax2.contourf(X, Y, Z, levels=10, alpha=0.8) - ax2.set(xscale='log', yscale='log', zscale='log') - - -@mpl3d_image_comparison(['scale3d_stem_quiver_log.png'], style='mpl20', tol=0.03) -def test_scale3d_stem_quiver_log(): - """Test stem and quiver with log scale.""" - fig = plt.figure() - - # Left: stem - ax1 = fig.add_subplot(1, 2, 1, projection='3d') - x, y, z = [1, 10, 100], [1, 10, 100], [10, 100, 1000] - ax1.stem(x, y, z, bottom=1) - ax1.set(xscale='log', yscale='log', zscale='log') - - # Right: quiver - ax2 = fig.add_subplot(1, 2, 2, projection='3d') - x, y, z = np.array([1, 10, 100]), np.array([1, 10, 100]), np.array([1, 10, 100]) - ax2.quiver(x, y, z, x * 0.5, y * 0.5, z * 0.5) - ax2.set(xscale='log', yscale='log', zscale='log') - - -@mpl3d_image_comparison(['scale3d_text_log.png'], style='mpl20', remove_text=False) -def test_scale3d_text_log(): - """Test Text3D with log scale.""" - fig = plt.figure() - ax = fig.add_subplot(projection='3d') +@mpl3d_image_comparison(['scale3d_artists_log.png'], style='mpl20', + remove_text=False, tol=0.03) +def test_scale3d_artists_log(): + """Test all 3D artist types with log scale.""" + fig = plt.figure(figsize=(16, 12)) + log_kw = dict(xscale='log', yscale='log', zscale='log') + line_data = _make_log_data() + surf_X, surf_Y, surf_Z = _make_surface_log_data() + + # Row 1: plot, wireframe, scatter, bar3d + ax = fig.add_subplot(3, 4, 1, projection='3d') + ax.plot(*line_data) + ax.set(**log_kw, title='plot') + + ax = fig.add_subplot(3, 4, 2, projection='3d') + ax.plot_wireframe(surf_X, surf_Y, surf_Z, rstride=5, cstride=5) + ax.set(**log_kw, title='wireframe') + + ax = fig.add_subplot(3, 4, 3, projection='3d') + ax.scatter(*line_data, c=line_data[2], cmap='viridis') + ax.set(**log_kw, title='scatter') + + ax = fig.add_subplot(3, 4, 4, projection='3d') + bx, by = np.meshgrid([1, 10, 100], [1, 10, 100]) + bx, by = bx.flatten(), by.flatten() + ax.bar3d(bx, by, np.ones_like(bx, dtype=float), + bx * 0.3, by * 0.3, bx * by / 10, alpha=0.8) + ax.set(**log_kw, title='bar3d') + + # Row 2: surface, trisurf, contour, contourf + ax = fig.add_subplot(3, 4, 5, projection='3d') + ax.plot_surface(surf_X, surf_Y, surf_Z, cmap='viridis', alpha=0.8) + ax.set(**log_kw, title='surface') + + ax = fig.add_subplot(3, 4, 6, projection='3d') + tri_data = _make_triangulation_data() + ax.plot_trisurf(*tri_data, cmap='viridis', alpha=0.8) + ax.set(**log_kw, title='trisurf') + + ax = fig.add_subplot(3, 4, 7, projection='3d') + ax.contour(surf_X, surf_Y, surf_Z, levels=10) + ax.set(**log_kw, title='contour') + + ax = fig.add_subplot(3, 4, 8, projection='3d') + ax.contourf(surf_X, surf_Y, surf_Z, levels=10, alpha=0.8) + ax.set(**log_kw, title='contourf') + + # Row 3: stem, quiver, text + ax = fig.add_subplot(3, 4, 9, projection='3d') + ax.stem([1, 10, 100], [1, 10, 100], [10, 100, 1000], bottom=1) + ax.set(**log_kw, title='stem') + + ax = fig.add_subplot(3, 4, 10, projection='3d') + qxyz = np.array([1, 10, 100]) + ax.quiver(qxyz, qxyz, qxyz, qxyz * 0.5, qxyz * 0.5, qxyz * 0.5) + ax.set(**log_kw, title='quiver') + + ax = fig.add_subplot(3, 4, 11, projection='3d') ax.text(1, 1, 1, "Point A") ax.text(10, 10, 10, "Point B") ax.text(100, 100, 100, "Point C") - ax.set(xscale='log', yscale='log', zscale='log', + ax.set(**log_kw, title='text', xlim=(0.5, 200), ylim=(0.5, 200), zlim=(0.5, 200)) From 418a488282a9837eb39e1bb329a1784004172e65 Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Sat, 17 Jan 2026 11:34:30 -0700 Subject: [PATCH 305/329] Baseline images for scale3d tests Baseline images regen Baseline images regen --- .../test_axes3d/scale3d_all_scales.png | Bin 0 -> 98739 bytes .../test_axes3d/scale3d_artists_log.png | Bin 0 -> 628220 bytes .../test_axes3d/scale3d_log_bases.png | Bin 0 -> 177781 bytes .../test_axes3d/scale3d_symlog_params.png | Bin 0 -> 53730 bytes 4 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 lib/mpl_toolkits/mplot3d/tests/baseline_images/test_axes3d/scale3d_all_scales.png create mode 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zKO!Grujhe<@!1=nj#1yOG&VL~Rkr@0y?d1hI;aTVzFl*B$0085CDBn)r^=eOj{~FX z*XFkxEm_;7+Y&7s+En%`t)1hl67o1G_xJAmf6wv8_cLeTOpv%5c{b{7*BA z$lyYwDsv?{F}Cm_8XN1lm&sAqGeu-yG&tAkGy?c9k4o@ z@<3Xu?c#KU-H9Pmz&zZ!U`q1KLncva|MV6W0n<<6)tUleTR_*e_lQAHNGyzelypLqu1pQU31>_jT*1i%pEF`FK=~fmiw9jJpP_ zB!OB5l|%lz=_(oWDBlDMX*F^>95w)2)YAeAoJ61lBsdSVEC4gyfCouufJE9Rf`SDs stHJ{`V^rB_fQ+V)#G#QFCh7dMzwZ+s_Uc4rCIb+7y85}Sb4q9e0LAfF_5c6? literal 0 HcmV?d00001 From 5ffd67e6a6d1cb87257e306e269a0aa2d7d81a2a Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Sun, 18 Jan 2026 22:42:48 -0700 Subject: [PATCH 306/329] Speed up ticks processing when not visible or using a NullLocator --- lib/matplotlib/axis.py | 55 +++++++++++++++++++++++++++++++----------- 1 file changed, 41 insertions(+), 14 deletions(-) diff --git a/lib/matplotlib/axis.py b/lib/matplotlib/axis.py index d814924463a9..f3e6ea34b371 100644 --- a/lib/matplotlib/axis.py +++ b/lib/matplotlib/axis.py @@ -1295,20 +1295,47 @@ def _update_ticks(self): Update ticks (position and labels) using the current data interval of the axes. Return the list of ticks that will be drawn. """ - major_locs = self.get_majorticklocs() - major_labels = self.major.formatter.format_ticks(major_locs) - major_ticks = self.get_major_ticks(len(major_locs)) - for tick, loc, label in zip(major_ticks, major_locs, major_labels): - tick.update_position(loc) - tick.label1.set_text(label) - tick.label2.set_text(label) - minor_locs = self.get_minorticklocs() - minor_labels = self.minor.formatter.format_ticks(minor_locs) - minor_ticks = self.get_minor_ticks(len(minor_locs)) - for tick, loc, label in zip(minor_ticks, minor_locs, minor_labels): - tick.update_position(loc) - tick.label1.set_text(label) - tick.label2.set_text(label) + # Check if major ticks should be computed. + # Skip if using NullLocator or if all visible components are off. + major_kw = self._major_tick_kw + major_visible = (major_kw.get('tick1On') is not False or + major_kw.get('tick2On') is not False or + major_kw.get('label1On') is not False or + major_kw.get('label2On') is not False or + major_kw.get('gridOn') is not False) + + if (major_visible + and not isinstance(self.get_major_locator(), NullLocator)): + major_locs = self.get_majorticklocs() + major_labels = self.major.formatter.format_ticks(major_locs) + major_ticks = self.get_major_ticks(len(major_locs)) + for tick, loc, label in zip(major_ticks, major_locs, major_labels): + tick.update_position(loc) + tick.label1.set_text(label) + tick.label2.set_text(label) + else: + major_ticks = [] + + # Check if minor ticks should be computed. + minor_kw = self._minor_tick_kw + minor_visible = (minor_kw.get('tick1On') is not False or + minor_kw.get('tick2On') is not False or + minor_kw.get('label1On') is not False or + minor_kw.get('label2On') is not False or + minor_kw.get('gridOn') is not False) + + if (minor_visible + and not isinstance(self.get_minor_locator(), NullLocator)): + minor_locs = self.get_minorticklocs() + minor_labels = self.minor.formatter.format_ticks(minor_locs) + minor_ticks = self.get_minor_ticks(len(minor_locs)) + for tick, loc, label in zip(minor_ticks, minor_locs, minor_labels): + tick.update_position(loc) + tick.label1.set_text(label) + tick.label2.set_text(label) + else: + minor_ticks = [] + ticks = [*major_ticks, *minor_ticks] view_low, view_high = self.get_view_interval() From decfbd190e0fccd7301f362d752c9fc1525d5ff4 Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Mon, 19 Jan 2026 09:07:45 -0700 Subject: [PATCH 307/329] Break out tick visibility check into static method --- lib/matplotlib/axis.py | 30 ++++++++++++++---------------- 1 file changed, 14 insertions(+), 16 deletions(-) diff --git a/lib/matplotlib/axis.py b/lib/matplotlib/axis.py index f3e6ea34b371..1cf25e561b8d 100644 --- a/lib/matplotlib/axis.py +++ b/lib/matplotlib/axis.py @@ -1290,6 +1290,18 @@ def _set_artist_props(self, a): return a.set_figure(self.get_figure(root=False)) + @staticmethod + def _tick_group_visible(kw): + """ + Check if any of the tick group components are visible. + Takes in self._major_tick_kw or self._minor_tick_kw. + """ + return (kw.get('tick1On') is not False or + kw.get('tick2On') is not False or + kw.get('label1On') is not False or + kw.get('label2On') is not False or + kw.get('gridOn') is not False) + def _update_ticks(self): """ Update ticks (position and labels) using the current data interval of @@ -1297,14 +1309,7 @@ def _update_ticks(self): """ # Check if major ticks should be computed. # Skip if using NullLocator or if all visible components are off. - major_kw = self._major_tick_kw - major_visible = (major_kw.get('tick1On') is not False or - major_kw.get('tick2On') is not False or - major_kw.get('label1On') is not False or - major_kw.get('label2On') is not False or - major_kw.get('gridOn') is not False) - - if (major_visible + if (self._tick_group_visible(self._major_tick_kw) and not isinstance(self.get_major_locator(), NullLocator)): major_locs = self.get_majorticklocs() major_labels = self.major.formatter.format_ticks(major_locs) @@ -1317,14 +1322,7 @@ def _update_ticks(self): major_ticks = [] # Check if minor ticks should be computed. - minor_kw = self._minor_tick_kw - minor_visible = (minor_kw.get('tick1On') is not False or - minor_kw.get('tick2On') is not False or - minor_kw.get('label1On') is not False or - minor_kw.get('label2On') is not False or - minor_kw.get('gridOn') is not False) - - if (minor_visible + if (self._tick_group_visible(self._minor_tick_kw) and not isinstance(self.get_minor_locator(), NullLocator)): minor_locs = self.get_minorticklocs() minor_labels = self.minor.formatter.format_ticks(minor_locs) From 85a77b67c2512892acda2f84499d9a0d321e8902 Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Mon, 19 Jan 2026 09:10:31 -0700 Subject: [PATCH 308/329] Early ticks return path --- lib/matplotlib/axis.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/lib/matplotlib/axis.py b/lib/matplotlib/axis.py index 1cf25e561b8d..bcfccb17d74a 100644 --- a/lib/matplotlib/axis.py +++ b/lib/matplotlib/axis.py @@ -1335,6 +1335,8 @@ def _update_ticks(self): minor_ticks = [] ticks = [*major_ticks, *minor_ticks] + if not ticks: + return [] view_low, view_high = self.get_view_interval() if view_low > view_high: From 23420f097f57e04e8bebe6096a4682d6e4cdf9e4 Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Wed, 4 Mar 2026 16:33:40 -0700 Subject: [PATCH 309/329] Explicitly define CI permissions --- .github/workflows/cibuildwheel.yml | 7 +++++-- .github/workflows/circleci.yml | 3 +++ .github/workflows/clean_pr.yml | 5 +++-- .github/workflows/codeql-analysis.yml | 2 ++ .github/workflows/conflictcheck.yml | 2 ++ .github/workflows/cygwin.yml | 5 +++-- .github/workflows/good-first-issue.yml | 3 +++ .github/workflows/labeler.yml | 2 ++ .github/workflows/linting.yml | 8 ++++++-- .github/workflows/mypy-stubtest.yml | 4 ++-- .github/workflows/nightlies.yml | 5 +++-- .github/workflows/pr_welcome.yml | 2 ++ .github/workflows/stale-tidy.yml | 4 ++++ .github/workflows/stale.yml | 5 +++++ .github/workflows/tests.yml | 2 ++ 15 files changed, 47 insertions(+), 12 deletions(-) diff --git a/.github/workflows/cibuildwheel.yml b/.github/workflows/cibuildwheel.yml index 59c1c912b5e7..0c9ca7abbcc5 100644 --- a/.github/workflows/cibuildwheel.yml +++ b/.github/workflows/cibuildwheel.yml @@ -18,8 +18,7 @@ on: - reopened - labeled -permissions: - contents: read +permissions: {} jobs: build_sdist: @@ -37,6 +36,8 @@ jobs: ) name: Build sdist runs-on: ubuntu-latest + permissions: + contents: read outputs: SDIST_NAME: ${{ steps.sdist.outputs.SDIST_NAME }} @@ -93,6 +94,8 @@ jobs: ) needs: build_sdist name: Build wheels on ${{ matrix.os }} for ${{ matrix.cibw_archs }} + permissions: + contents: read runs-on: ${{ matrix.os }} env: CIBW_BEFORE_BUILD: >- diff --git a/.github/workflows/circleci.yml b/.github/workflows/circleci.yml index e7b192eb62e1..49dc4ea3b3ec 100644 --- a/.github/workflows/circleci.yml +++ b/.github/workflows/circleci.yml @@ -1,6 +1,9 @@ --- name: "CircleCI artifact handling" on: [status] + +permissions: {} + jobs: circleci_artifacts_redirector_job: if: "${{ github.event.context == 'ci/circleci: docs-python3' }}" diff --git a/.github/workflows/clean_pr.yml b/.github/workflows/clean_pr.yml index bb3ade371422..75f6a451c7ee 100644 --- a/.github/workflows/clean_pr.yml +++ b/.github/workflows/clean_pr.yml @@ -2,12 +2,13 @@ name: PR cleanliness on: [pull_request] -permissions: - contents: read +permissions: {} jobs: pr_clean: runs-on: ubuntu-latest + permissions: + contents: read steps: - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 diff --git a/.github/workflows/codeql-analysis.yml b/.github/workflows/codeql-analysis.yml index fcd5a66e2c8f..217ddb0c543e 100644 --- a/.github/workflows/codeql-analysis.yml +++ b/.github/workflows/codeql-analysis.yml @@ -10,6 +10,8 @@ on: schedule: - cron: '45 19 * * 1' +permissions: {} + jobs: analyze: if: github.repository == 'matplotlib/matplotlib' diff --git a/.github/workflows/conflictcheck.yml b/.github/workflows/conflictcheck.yml index f4a687cd28d7..2058da8ca9fb 100644 --- a/.github/workflows/conflictcheck.yml +++ b/.github/workflows/conflictcheck.yml @@ -9,6 +9,8 @@ on: pull_request_target: types: [synchronize] +permissions: {} + jobs: main: if: github.repository == 'matplotlib/matplotlib' diff --git a/.github/workflows/cygwin.yml b/.github/workflows/cygwin.yml index ada03702831c..8a01d76c00f5 100644 --- a/.github/workflows/cygwin.yml +++ b/.github/workflows/cygwin.yml @@ -30,8 +30,7 @@ on: - cron: "47 5 * * 6" workflow_dispatch: -permissions: - contents: read +permissions: {} env: NO_AT_BRIDGE: 1 # Necessary for GTK3 interactive test. @@ -47,6 +46,8 @@ jobs: test-cygwin: runs-on: windows-latest + permissions: + contents: read name: Python 3.${{ matrix.python-minor-version }} on Cygwin # Enable these when Cygwin has Python 3.12. if: >- diff --git a/.github/workflows/good-first-issue.yml b/.github/workflows/good-first-issue.yml index 4437ee4a7a2c..6543f05a0837 100644 --- a/.github/workflows/good-first-issue.yml +++ b/.github/workflows/good-first-issue.yml @@ -4,6 +4,9 @@ on: issues: types: - labeled + +permissions: {} + jobs: add-comment: if: github.event.label.name == 'Good first issue' diff --git a/.github/workflows/labeler.yml b/.github/workflows/labeler.yml index 17c4922df054..2914c64a8461 100644 --- a/.github/workflows/labeler.yml +++ b/.github/workflows/labeler.yml @@ -3,6 +3,8 @@ name: "Pull Request Labeler" on: - pull_request_target +permissions: {} + jobs: labeler: permissions: diff --git a/.github/workflows/linting.yml b/.github/workflows/linting.yml index 90401fcda184..048b78f24761 100644 --- a/.github/workflows/linting.yml +++ b/.github/workflows/linting.yml @@ -2,13 +2,14 @@ name: Linting on: [pull_request] -permissions: - contents: read +permissions: {} jobs: pre-commit: name: precommit runs-on: ubuntu-latest + permissions: + contents: read steps: - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 with: @@ -25,6 +26,7 @@ jobs: name: ruff runs-on: ubuntu-latest permissions: + contents: read checks: write steps: - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 @@ -54,6 +56,7 @@ jobs: name: mypy runs-on: ubuntu-latest permissions: + contents: read checks: write steps: - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 @@ -85,6 +88,7 @@ jobs: name: eslint runs-on: ubuntu-latest permissions: + contents: read checks: write steps: - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 diff --git a/.github/workflows/mypy-stubtest.yml b/.github/workflows/mypy-stubtest.yml index 7f1e5038b6a2..81fcd48462e8 100644 --- a/.github/workflows/mypy-stubtest.yml +++ b/.github/workflows/mypy-stubtest.yml @@ -2,14 +2,14 @@ name: Mypy Stubtest on: [pull_request] -permissions: - contents: read +permissions: {} jobs: mypy-stubtest: name: mypy-stubtest runs-on: ubuntu-latest permissions: + contents: read checks: write steps: - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2 diff --git a/.github/workflows/nightlies.yml b/.github/workflows/nightlies.yml index e8ff8ad7acbc..4cb58bdbf02d 100644 --- a/.github/workflows/nightlies.yml +++ b/.github/workflows/nightlies.yml @@ -8,8 +8,7 @@ on: # Run on demand with workflow dispatch workflow_dispatch: -permissions: - actions: read +permissions: {} jobs: upload_nightly_wheels: @@ -21,6 +20,8 @@ jobs: # to work in subsequent jobs. # https://github.com/mamba-org/setup-micromamba#about-login-shells shell: bash -e -l {0} + permissions: + actions: read if: github.repository_owner == 'matplotlib' steps: diff --git a/.github/workflows/pr_welcome.yml b/.github/workflows/pr_welcome.yml index ed67d2204562..466dc9abbaec 100644 --- a/.github/workflows/pr_welcome.yml +++ b/.github/workflows/pr_welcome.yml @@ -7,6 +7,8 @@ on: issues: types: opened +permissions: {} + jobs: greeting: runs-on: ubuntu-latest diff --git a/.github/workflows/stale-tidy.yml b/.github/workflows/stale-tidy.yml index 2212c8fe0815..feb1fe701d70 100644 --- a/.github/workflows/stale-tidy.yml +++ b/.github/workflows/stale-tidy.yml @@ -4,10 +4,14 @@ on: schedule: - cron: '30 1 * * 2,4,6' +permissions: {} + jobs: stale: if: github.repository == 'matplotlib/matplotlib' runs-on: ubuntu-latest + permissions: + issues: write steps: - uses: actions/stale@b5d41d4e1d5dceea10e7104786b73624c18a190f # v10.2.0 with: diff --git a/.github/workflows/stale.yml b/.github/workflows/stale.yml index 91ffc82f8b70..63f1a1ce3b05 100644 --- a/.github/workflows/stale.yml +++ b/.github/workflows/stale.yml @@ -4,10 +4,15 @@ on: schedule: - cron: '30 1 * * 1' +permissions: {} + jobs: stale: if: github.repository == 'matplotlib/matplotlib' runs-on: ubuntu-latest + permissions: + issues: write + pull-requests: write steps: - uses: actions/stale@b5d41d4e1d5dceea10e7104786b73624c18a190f # v10.2.0 with: diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml index 6f79beae1bd5..4179e453f382 100644 --- a/.github/workflows/tests.yml +++ b/.github/workflows/tests.yml @@ -22,6 +22,8 @@ on: - cron: "47 5 * * 6" workflow_dispatch: +permissions: {} + env: NO_AT_BRIDGE: 1 # Necessary for GTK3 interactive test. OPENBLAS_NUM_THREADS: 1 From 64cf757606ce1d7b6e866ef428a59b7a8c6106a1 Mon Sep 17 00:00:00 2001 From: Amisha Mehta <115501608+amishamehta99@users.noreply.github.com> Date: Fri, 6 Mar 2026 22:59:23 +0530 Subject: [PATCH 310/329] DOC: make nightly download command one line so it works on Windows (#31231) * DOC: Use single-line pip command to avoid Windows CMD line continuation issue Co-authored-by: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> --- doc/install/index.rst | 7 +------ 1 file changed, 1 insertion(+), 6 deletions(-) diff --git a/doc/install/index.rst b/doc/install/index.rst index 68ccfb8634ff..4e8792dd5d32 100644 --- a/doc/install/index.rst +++ b/doc/install/index.rst @@ -99,12 +99,7 @@ Matplotlib makes nightly development build wheels available on the These wheels can be installed with ``pip`` by specifying scientific-python-nightly-wheels as the package index to query:: - python -m pip install \ - --upgrade \ - --pre \ - --index-url https://pypi.anaconda.org/scientific-python-nightly-wheels/simple \ - --extra-index-url https://pypi.org/simple \ - matplotlib + python -m pip install --upgrade --pre --index-url https://pypi.anaconda.org/scientific-python-nightly-wheels/simple --extra-index-url https://pypi.org/simple matplotlib .. _install-source: From 3050aaed9b298c168bae154476b6a233cf3dc4ec Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Fri, 6 Mar 2026 14:07:07 -0700 Subject: [PATCH 311/329] Code review updates --- lib/mpl_toolkits/mplot3d/art3d.py | 21 ++++++----------- lib/mpl_toolkits/mplot3d/axes3d.py | 36 ++++++++++++------------------ lib/mpl_toolkits/mplot3d/axis3d.py | 4 ++-- 3 files changed, 23 insertions(+), 38 deletions(-) diff --git a/lib/mpl_toolkits/mplot3d/art3d.py b/lib/mpl_toolkits/mplot3d/art3d.py index caefcea21050..6898a8aaf4cf 100644 --- a/lib/mpl_toolkits/mplot3d/art3d.py +++ b/lib/mpl_toolkits/mplot3d/art3d.py @@ -337,8 +337,7 @@ def draw(self, renderer): dtype=float, mask=mask).filled(np.nan) else: xs3d, ys3d, zs3d = self._verts3d - xs, ys, zs, tis = proj3d._scale_proj_transform_clip( - xs3d, ys3d, zs3d, self.axes) + xs, ys, zs, tis = proj3d._scale_proj_transform_clip(xs3d, ys3d, zs3d, self.axes) self.set_data(xs, ys) super().draw(renderer) self.stale = False @@ -521,8 +520,7 @@ def do_3d_projection(self): mask = mask | viewlim_mask xyzs = np.ma.array( - proj3d._scale_proj_transform_vectors(segments, self.axes), - mask=mask) + proj3d._scale_proj_transform_vectors(segments, self.axes), mask=mask) segments_2d = xyzs[..., 0:2] LineCollection.set_segments(self, segments_2d) @@ -605,8 +603,7 @@ def do_3d_projection(self): dtype=float, mask=mask).filled(np.nan) else: xs, ys, zs = zip(*s) - vxs, vys, vzs, vis = proj3d._scale_proj_transform_clip( - xs, ys, zs, self.axes) + vxs, vys, vzs, vis = proj3d._scale_proj_transform_clip(xs, ys, zs, self.axes) self._path2d = mpath.Path(np.ma.column_stack([vxs, vys])) return min(vzs) @@ -666,8 +663,7 @@ def do_3d_projection(self): dtype=float, mask=mask).filled(np.nan) else: xs, ys, zs = zip(*s) - vxs, vys, vzs, vis = proj3d._scale_proj_transform_clip( - xs, ys, zs, self.axes) + vxs, vys, vzs, vis = proj3d._scale_proj_transform_clip(xs, ys, zs, self.axes) self._path2d = mpath.Path(np.ma.column_stack([vxs, vys]), self._code3d) return min(vzs) @@ -810,8 +806,7 @@ def do_3d_projection(self): xs, ys, zs = np.ma.array(self._offsets3d, mask=mask) else: xs, ys, zs = self._offsets3d - vxs, vys, vzs, vis = proj3d._scale_proj_transform_clip( - xs, ys, zs, self.axes) + vxs, vys, vzs, vis = proj3d._scale_proj_transform_clip(xs, ys, zs, self.axes) self._vzs = vzs if np.ma.isMA(vxs): super().set_offsets(np.ma.column_stack([vxs, vys])) @@ -1027,8 +1022,7 @@ def do_3d_projection(self): xyzs = np.ma.array(self._offsets3d, mask=mask) else: xyzs = self._offsets3d - vxs, vys, vzs, vis = proj3d._scale_proj_transform_clip( - *xyzs, self.axes) + vxs, vys, vzs, vis = proj3d._scale_proj_transform_clip(*xyzs, self.axes) self._data_scale = _get_data_scale(vxs, vys, vzs) # Sort the points based on z coordinates # Performance optimization: Create a sorted index array and reorder @@ -1362,8 +1356,7 @@ def do_3d_projection(self): # Some faces might contain masked vertices, so we want to ignore any # errors that those might cause with np.errstate(invalid='ignore', divide='ignore'): - pfaces = proj3d._scale_proj_transform_vectors( - self._faces, self.axes) + pfaces = proj3d._scale_proj_transform_vectors(self._faces, self.axes) if self._axlim_clip: viewlim_mask = _viewlim_mask(self._faces[..., 0], self._faces[..., 1], diff --git a/lib/mpl_toolkits/mplot3d/axes3d.py b/lib/mpl_toolkits/mplot3d/axes3d.py index 846ea97aa47f..c6e28ec71b78 100644 --- a/lib/mpl_toolkits/mplot3d/axes3d.py +++ b/lib/mpl_toolkits/mplot3d/axes3d.py @@ -822,7 +822,8 @@ def set_zbound(self, lower=None, upper=None, view_margin=None): lower, upper, view_margin) def _set_lim3d(self, axis, lower=None, upper=None, *, emit=True, - auto=False, view_margin=None, axmin=None, axmax=None): + auto=False, view_margin=None, axmin=None, axmax=None, + minpos=np.inf): """ Set 3D axis limits. """ @@ -852,7 +853,6 @@ def _set_lim3d(self, axis, lower=None, upper=None, *, emit=True, if view_margin > 0 and hasattr(axis, '_scale') and axis._scale is not None: transform = axis.get_transform() inverse_trans = transform.inverted() - minpos = max(1e-300, abs(lower) if lower > 0 else 1e-5) lower, upper = axis._scale.limit_range_for_scale(lower, upper, minpos) lower_t, upper_t = transform.transform([lower, upper]) delta = (upper_t - lower_t) * view_margin @@ -935,7 +935,8 @@ def set_xlim(self, left=None, right=None, *, emit=True, auto=False, >>> set_xlim(5000, 0) """ return self._set_lim3d(self.xaxis, left, right, emit=emit, auto=auto, - view_margin=view_margin, axmin=xmin, axmax=xmax) + view_margin=view_margin, axmin=xmin, axmax=xmax, + minpos=self.xy_dataLim.minposx) def set_ylim(self, bottom=None, top=None, *, emit=True, auto=False, view_margin=None, ymin=None, ymax=None): @@ -1007,7 +1008,8 @@ def set_ylim(self, bottom=None, top=None, *, emit=True, auto=False, >>> set_ylim(5000, 0) """ return self._set_lim3d(self.yaxis, bottom, top, emit=emit, auto=auto, - view_margin=view_margin, axmin=ymin, axmax=ymax) + view_margin=view_margin, axmin=ymin, axmax=ymax, + minpos=self.xy_dataLim.minposy) def set_zlim(self, bottom=None, top=None, *, emit=True, auto=False, view_margin=None, zmin=None, zmax=None): @@ -1079,7 +1081,8 @@ def set_zlim(self, bottom=None, top=None, *, emit=True, auto=False, >>> set_zlim(5000, 0) """ return self._set_lim3d(self.zaxis, bottom, top, emit=emit, auto=auto, - view_margin=view_margin, axmin=zmin, axmax=zmax) + view_margin=view_margin, axmin=zmin, axmax=zmax, + minpos=self.zz_dataLim.minposx) set_xlim3d = set_xlim set_ylim3d = set_ylim @@ -1118,7 +1121,7 @@ def get_zlim(self): get_zscale = _axis_method_wrapper("zaxis", "get_scale") # Custom scale setters that handle limit validation for non-linear scales - def _set_axis_scale(self, axis, get_lim, set_lim, value, **kwargs): + def _set_axis_scale(self, axis, value, **kwargs): """ Set scale for an axis and constrain limits to valid range. @@ -1126,10 +1129,6 @@ def _set_axis_scale(self, axis, get_lim, set_lim, value, **kwargs): ---------- axis : Axis The axis to set the scale on. - get_lim : callable - Function to get current axis limits. - set_lim : callable - Function to set axis limits. value : str The scale name. **kwargs @@ -1142,8 +1141,7 @@ def _set_axis_scale(self, axis, get_lim, set_lim, value, **kwargs): # etc. This must happen before _set_axes_scale because that triggers # autoscale_view internally. if (axis is self.zaxis and value != 'linear' - and np.array_equal(self.zz_dataLim.get_points(), - [[0, 0], [1, 1]])): + and np.array_equal(self.zz_dataLim.get_points(), [[0, 0], [1, 1]])): xymargin = 0.05 * 10/11 self.zz_dataLim = Bbox([[xymargin, xymargin], [1 - xymargin, 1 - xymargin]]) @@ -1164,8 +1162,7 @@ def set_xscale(self, value, **kwargs): Keyword arguments are forwarded to the scale class. For example, ``base=2`` can be passed when using a log scale. """ - self._set_axis_scale(self.xaxis, self.get_xlim, self.set_xlim, - value, **kwargs) + self._set_axis_scale(self.xaxis, value, **kwargs) def set_yscale(self, value, **kwargs): """ @@ -1181,8 +1178,7 @@ def set_yscale(self, value, **kwargs): Keyword arguments are forwarded to the scale class. For example, ``base=2`` can be passed when using a log scale. """ - self._set_axis_scale(self.yaxis, self.get_ylim, self.set_ylim, - value, **kwargs) + self._set_axis_scale(self.yaxis, value, **kwargs) def set_zscale(self, value, **kwargs): """ @@ -1198,8 +1194,7 @@ def set_zscale(self, value, **kwargs): Keyword arguments are forwarded to the scale class. For example, ``base=2`` can be passed when using a log scale. """ - self._set_axis_scale(self.zaxis, self.get_zlim, self.set_zlim, - value, **kwargs) + self._set_axis_scale(self.zaxis, value, **kwargs) get_zticks = _axis_method_wrapper("zaxis", "get_ticklocs") set_zticks = _axis_method_wrapper("zaxis", "set_ticks") @@ -1421,10 +1416,7 @@ def get_proj(self): # transformation maps transformed coordinates (not data coordinates) # to the unit cube scaled_limits = self._get_scaled_limits() - worldM = proj3d.world_transformation( - *scaled_limits, - pb_aspect=box_aspect, - ) + worldM = proj3d.world_transformation(*scaled_limits, pb_aspect=box_aspect) # Look into the middle of the world coordinates: R = 0.5 * box_aspect diff --git a/lib/mpl_toolkits/mplot3d/axis3d.py b/lib/mpl_toolkits/mplot3d/axis3d.py index d99330a861b3..0ac2e50b1a1a 100644 --- a/lib/mpl_toolkits/mplot3d/axis3d.py +++ b/lib/mpl_toolkits/mplot3d/axis3d.py @@ -22,7 +22,6 @@ def _move_from_center(coord, centers, deltas, axmask=(True, True, True)): return coord + axmask * np.copysign(1, coord - centers) * deltas - def _tick_update_position(tick, tickxs, tickys, labelpos): """Update tick line and label position and style.""" @@ -274,7 +273,8 @@ def _get_coord_info(self): maxs = np.array([xmax, ymax, zmax]) # Get data-space bounds for _transformed_cube - bounds = (*self.axes.get_xbound(), *self.axes.get_ybound(), + bounds = (*self.axes.get_xbound(), + *self.axes.get_ybound(), *self.axes.get_zbound()) bounds_proj = self.axes._transformed_cube(bounds) From 9d83ca60096f313dfc9f144288501af18c770a4e Mon Sep 17 00:00:00 2001 From: Scott Shambaugh <14363975+scottshambaugh@users.noreply.github.com> Date: Sun, 8 Mar 2026 15:10:10 -0600 Subject: [PATCH 312/329] PERF: Bezier root finding speedup (#31005) * Faster bezier root finding on [0, 1] * Break out bezier root finding and test it * Fix stub * Simplify bezier root finding * Update bezier tests --------- Co-authored-by: Scott Shambaugh --- lib/matplotlib/bezier.py | 100 +++++++++++++++++++++++++--- lib/matplotlib/bezier.pyi | 1 + lib/matplotlib/tests/test_bezier.py | 33 ++++++++- 3 files changed, 123 insertions(+), 11 deletions(-) diff --git a/lib/matplotlib/bezier.py b/lib/matplotlib/bezier.py index 7daca897e74d..e2ffe7747e55 100644 --- a/lib/matplotlib/bezier.py +++ b/lib/matplotlib/bezier.py @@ -11,6 +11,82 @@ from matplotlib import _api +def _quadratic_roots_in_01(c0, c1, c2): + """Real roots of c0 + c1*x + c2*x**2 in [0, 1].""" + if abs(c2) < 1e-12: # Linear + if abs(c1) < 1e-12: + return np.array([]) + root = -c0 / c1 + return np.array([root]) if 0 <= root <= 1 else np.array([]) + + disc = c1 * c1 - 4 * c2 * c0 + if disc < 0: + return np.array([]) + + sqrt_disc = np.sqrt(disc) + # Numerically stable quadratic formula + if c1 >= 0: + q = -0.5 * (c1 + sqrt_disc) + else: + q = -0.5 * (c1 - sqrt_disc) + + roots = [] + if abs(q) > 1e-12: + roots.append(c0 / q) + if abs(c2) > 1e-12: + roots.append(q / c2) + + roots = np.asarray(roots) + return roots[(roots >= 0) & (roots <= 1)] + + +def _real_roots_in_01(coeffs): + """ + Find real roots of a polynomial in the interval [0, 1]. + + For polynomials of degree <= 2, closed-form solutions are used. + For higher degrees, `numpy.roots` is used as a fallback. In practice, + matplotlib only ever uses cubic bezier curves and axis_aligned_extrema() + differentiates, so we only ever find roots for degree <= 2. + + Parameters + ---------- + coeffs : array-like + Polynomial coefficients in ascending order: + ``c[0] + c[1]*x + c[2]*x**2 + ...`` + Note this is the opposite convention from `numpy.roots`. + + Returns + ------- + roots : ndarray + Sorted array of real roots in [0, 1]. + """ + coeffs = np.asarray(coeffs, dtype=float) + + # Trim trailing near-zeros to get actual degree + deg = len(coeffs) - 1 + while deg > 0 and abs(coeffs[deg]) < 1e-12: + deg -= 1 + + if deg <= 0: + return np.array([]) + elif deg == 1: + root = -coeffs[0] / coeffs[1] + return np.array([root]) if 0 <= root <= 1 else np.array([]) + elif deg == 2: + roots = _quadratic_roots_in_01(coeffs[0], coeffs[1], coeffs[2]) + else: + # np.roots expects descending order (highest power first) + eps = 1e-10 + all_roots = np.roots(coeffs[deg::-1]) + real_mask = np.abs(all_roots.imag) < eps + real_roots = all_roots[real_mask].real + in_range = (real_roots >= -eps) & (real_roots <= 1 + eps) + roots = np.clip(real_roots[in_range], 0, 1) + + return np.sort(roots) + + @lru_cache(maxsize=16) def _get_coeff_matrix(n): """ @@ -309,17 +385,21 @@ def axis_aligned_extrema(self): if n <= 1: return np.array([]), np.array([]) Cj = self.polynomial_coefficients - dCj = np.arange(1, n+1)[:, None] * Cj[1:] - dims = [] - roots = [] + dCj = np.arange(1, n + 1)[:, None] * Cj[1:] + + all_dims = [] + all_roots = [] + for i, pi in enumerate(dCj.T): - r = np.roots(pi[::-1]) - roots.append(r) - dims.append(np.full_like(r, i)) - roots = np.concatenate(roots) - dims = np.concatenate(dims) - in_range = np.isreal(roots) & (roots >= 0) & (roots <= 1) - return dims[in_range], np.real(roots)[in_range] + r = _real_roots_in_01(pi) + if len(r) > 0: + all_roots.append(r) + all_dims.append(np.full(len(r), i)) + + if not all_roots: + return np.array([]), np.array([]) + + return np.concatenate(all_dims), np.concatenate(all_roots) def split_bezier_intersecting_with_closedpath( diff --git a/lib/matplotlib/bezier.pyi b/lib/matplotlib/bezier.pyi index ad82b873affd..d50328bba8a3 100644 --- a/lib/matplotlib/bezier.pyi +++ b/lib/matplotlib/bezier.pyi @@ -22,6 +22,7 @@ def get_normal_points( cx: float, cy: float, cos_t: float, sin_t: float, length: float ) -> tuple[float, float, float, float]: ... def split_de_casteljau(beta: ArrayLike, t: float) -> tuple[np.ndarray, np.ndarray]: ... +def _real_roots_in_01(coeffs: ArrayLike) -> np.ndarray: ... def find_bezier_t_intersecting_with_closedpath( bezier_point_at_t: Callable[[float], tuple[float, float]], inside_closedpath: Callable[[tuple[float, float]], bool], diff --git a/lib/matplotlib/tests/test_bezier.py b/lib/matplotlib/tests/test_bezier.py index 65e2c616e738..ad5e5acfe49e 100644 --- a/lib/matplotlib/tests/test_bezier.py +++ b/lib/matplotlib/tests/test_bezier.py @@ -2,7 +2,38 @@ Tests specific to the bezier module. """ -from matplotlib.bezier import inside_circle, split_bezier_intersecting_with_closedpath +import pytest +import numpy as np +from numpy.testing import assert_allclose + +from matplotlib.bezier import ( + _real_roots_in_01, inside_circle, split_bezier_intersecting_with_closedpath +) + + +@pytest.mark.parametrize("roots, expected_in_01", [ + ([0.5], [0.5]), + ([0.25, 0.75], [0.25, 0.75]), + ([0.2, 0.5, 0.8], [0.2, 0.5, 0.8]), + ([0.1, 0.2, 0.3, 0.4], [0.1, 0.2, 0.3, 0.4]), + ([0.0, 0.5], [0.0, 0.5]), + ([0.5, 1.0], [0.5, 1.0]), + ([2.0], []), # outside [0, 1] + ([0.5, 2.0], [0.5]), # one in, one out + ([-1j, 1j], []), # complex roots + ([0.5, -1j, 1j], [0.5]), # mix of real and complex + ([0.3, 0.3], [0.3, 0.3]), # repeated root +]) +def test_real_roots_in_01(roots, expected_in_01): + roots = np.array(roots) + coeffs = np.poly(roots)[::-1] # np.poly gives descending, we need ascending + result = _real_roots_in_01(coeffs.real) + assert_allclose(result, expected_in_01, atol=1e-10) + + +@pytest.mark.parametrize("coeffs", [[5], [0, 0, 0]]) +def test_real_roots_in_01_no_roots(coeffs): + assert len(_real_roots_in_01(coeffs)) == 0 def test_split_bezier_with_large_values(): From f8c35e0727376b0e87857014c7ad5d240d3861cd Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Mon, 9 Mar 2026 16:12:44 +0100 Subject: [PATCH 313/329] DOC: Document that set_aspect applies the aspect lazily Makes the effect in #31232 easier to understand. Helps a bit clarifying the original vs. active position concept #31254. --- lib/matplotlib/axes/_base.py | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/lib/matplotlib/axes/_base.py b/lib/matplotlib/axes/_base.py index baab0e930bbc..bb975e585ad0 100644 --- a/lib/matplotlib/axes/_base.py +++ b/lib/matplotlib/axes/_base.py @@ -1700,12 +1700,21 @@ def set_aspect(self, aspect, adjustable=None, anchor=None, share=False): share : bool, default: False If ``True``, apply the settings to all shared Axes. + Notes + ----- + The aspect will require an update of the Axes position or limits (which + one depends on *adjustable*). This update is applied lazily, the latest + when the figure is drawn. Use `.apply_aspect` to force an update. + See Also -------- matplotlib.axes.Axes.set_adjustable Set how the Axes adjusts to achieve the required aspect ratio. matplotlib.axes.Axes.set_anchor Set the position in case of extra space. + matplotlib.axes.Axes.apply_aspect + Force the update required to meet the aspect ratio to happen + immediately. """ if cbook._str_equal(aspect, 'equal'): aspect = 1 From 04fecdd1c09c8f39e4d35b27b326e3f771a9920f Mon Sep 17 00:00:00 2001 From: Antony Lee Date: Fri, 6 Mar 2026 17:10:21 +0100 Subject: [PATCH 314/329] Deprecate public access to XMLWriter; simplify some attribute settings. --- .../deprecations/31143-AL.rst | 3 ++ lib/matplotlib/backends/backend_svg.py | 53 ++++++++++--------- 2 files changed, 31 insertions(+), 25 deletions(-) create mode 100644 doc/api/next_api_changes/deprecations/31143-AL.rst diff --git a/doc/api/next_api_changes/deprecations/31143-AL.rst b/doc/api/next_api_changes/deprecations/31143-AL.rst new file mode 100644 index 000000000000..7de02ff83896 --- /dev/null +++ b/doc/api/next_api_changes/deprecations/31143-AL.rst @@ -0,0 +1,3 @@ +``backend_svg.XMLWriter`` is deprecated +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +It is an internal helper not intended for external use. diff --git a/lib/matplotlib/backends/backend_svg.py b/lib/matplotlib/backends/backend_svg.py index 9e6a41d2b883..d46dbba80a3c 100644 --- a/lib/matplotlib/backends/backend_svg.py +++ b/lib/matplotlib/backends/backend_svg.py @@ -104,7 +104,7 @@ def _short_float_fmt(x): return f'{x:f}'.rstrip('0').rstrip('.') -class XMLWriter: +class _XMLWriter: """ Parameters ---------- @@ -252,6 +252,15 @@ def flush(self): pass # replaced by the constructor +@mpl._api.deprecated("3.11") +class XMLWriter(_XMLWriter): + """ + An XML writer class. + + :meta private: + """ + + def _generate_transform(transform_list): parts = [] for type, value in transform_list: @@ -295,7 +304,7 @@ def __init__(self, width, height, svgwriter, basename=None, image_dpi=72, *, metadata=None): self.width = width self.height = height - self.writer = XMLWriter(svgwriter) + self.writer = _XMLWriter(svgwriter) self.image_dpi = image_dpi # actual dpi at which we rasterize stuff if basename is None: @@ -926,7 +935,7 @@ def draw_gouraud_triangles(self, gc, triangles_array, colors_array, id='colorMat') writer.element( 'feColorMatrix', - attrib={'type': 'matrix'}, + type='matrix', values='1 0 0 0 0 \n0 1 0 0 0 \n0 0 1 0 0 \n1 1 1 1 0 \n0 0 0 0 1 ') writer.end('filter') @@ -982,7 +991,6 @@ def draw_image(self, gc, x, y, im, transform=None): if transform is None: w = 72.0 * w / self.image_dpi h = 72.0 * h / self.image_dpi - self.writer.element( 'image', transform=_generate_transform([ @@ -990,29 +998,23 @@ def draw_image(self, gc, x, y, im, transform=None): x=_short_float_fmt(x), y=_short_float_fmt(-(self.height - y - h)), width=_short_float_fmt(w), height=_short_float_fmt(h), - attrib=attrib) + attrib=attrib, + ) else: alpha = gc.get_alpha() if alpha != 1.0: attrib['opacity'] = _short_float_fmt(alpha) - flipped = ( - Affine2D().scale(1.0 / w, 1.0 / h) + - transform + - Affine2D() - .translate(x, y) - .scale(1.0, -1.0) - .translate(0.0, self.height)) - - attrib['transform'] = _generate_transform( - [('matrix', flipped.frozen())]) - attrib['style'] = ( - 'image-rendering:crisp-edges;' - 'image-rendering:pixelated') + Affine2D().scale(1 / w, 1 / h) + + transform + + Affine2D().translate(x, y).scale(1, -1).translate(0, self.height)) self.writer.element( 'image', width=_short_float_fmt(w), height=_short_float_fmt(h), - attrib=attrib) + attrib=attrib, + transform=_generate_transform([('matrix', flipped.frozen())]), + style='image-rendering:crisp-edges;image-rendering:pixelated', + ) if url is not None: self.writer.end('a') @@ -1060,14 +1062,15 @@ def _draw_text_as_path(self, gc, x, y, s, prop, angle, ismath, mtext=None): if alpha != 1: style['opacity'] = _short_float_fmt(alpha) font_scale = fontsize / text2path.FONT_SCALE - attrib = { - 'style': _generate_css(style), - 'transform': _generate_transform([ + writer.start( + 'g', + style=_generate_css(style), + transform=_generate_transform([ ('translate', (x, y)), ('rotate', (-angle,)), - ('scale', (font_scale, -font_scale))]), - } - writer.start('g', attrib=attrib) + ('scale', (font_scale, -font_scale)), + ]), + ) if not ismath: font = text2path._get_font(prop) From d15441a3427be2c6cd0389cb2205d59e298617b3 Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Mon, 9 Mar 2026 14:23:42 -0600 Subject: [PATCH 315/329] Raise NotImplementedError for 3D semilog plots --- lib/mpl_toolkits/mplot3d/axes3d.py | 12 ++++++++++++ lib/mpl_toolkits/mplot3d/tests/test_axes3d.py | 9 +++++++++ 2 files changed, 21 insertions(+) diff --git a/lib/mpl_toolkits/mplot3d/axes3d.py b/lib/mpl_toolkits/mplot3d/axes3d.py index c6e28ec71b78..7d0a5ae009c4 100644 --- a/lib/mpl_toolkits/mplot3d/axes3d.py +++ b/lib/mpl_toolkits/mplot3d/axes3d.py @@ -31,6 +31,7 @@ """ from collections import defaultdict +from functools import partialmethod import itertools import math import textwrap @@ -1196,6 +1197,17 @@ def set_zscale(self, value, **kwargs): """ self._set_axis_scale(self.zaxis, value, **kwargs) + def _raise_semilog_not_implemented(self, name, *args, **kwargs): + raise NotImplementedError( + f"Axes3D does not support {name}. Use ax.set_xscale/set_yscale/set_zscale " + "and ax.plot(...) instead." + ) + + semilogx = partialmethod(_raise_semilog_not_implemented, "semilogx") + semilogy = partialmethod(_raise_semilog_not_implemented, "semilogy") + semilogz = partialmethod(_raise_semilog_not_implemented, "semilogz") + loglog = partialmethod(_raise_semilog_not_implemented, "loglog") + get_zticks = _axis_method_wrapper("zaxis", "get_ticklocs") set_zticks = _axis_method_wrapper("zaxis", "set_ticks") get_zmajorticklabels = _axis_method_wrapper("zaxis", "get_majorticklabels") diff --git a/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py b/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py index b953fd415955..8d2441393dde 100644 --- a/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py +++ b/lib/mpl_toolkits/mplot3d/tests/test_axes3d.py @@ -3169,6 +3169,15 @@ def test_scale3d_autoscale_with_log(): assert lim[1] > 0, f"{name} upper limit should be positive" +@pytest.mark.parametrize("method", ["semilogx", "semilogy", "semilogz", "loglog"]) +def test_semilog_loglog_not_implemented(method): + """semilogx/y/z and loglog should raise NotImplementedError on Axes3D.""" + fig = plt.figure() + ax = fig.add_subplot(projection='3d') + with pytest.raises(NotImplementedError, match="Axes3D does not support"): + getattr(ax, method)([1, 10, 100], [1, 2, 3]) + + def test_scale3d_calc_coord(): """_calc_coord should return data coordinates with correct pane values.""" fig = plt.figure() From 40b2eb33d1c962d6345f8acba708cc42f132b8e6 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 9 Mar 2026 20:35:21 +0000 Subject: [PATCH 316/329] Bump the actions group with 2 updates Bumps the actions group with 2 updates: [pypa/cibuildwheel](https://github.com/pypa/cibuildwheel) and [github/codeql-action](https://github.com/github/codeql-action). Updates `pypa/cibuildwheel` from 3.3.1 to 3.4.0 - [Release notes](https://github.com/pypa/cibuildwheel/releases) - [Changelog](https://github.com/pypa/cibuildwheel/blob/main/docs/changelog.md) - [Commits](https://github.com/pypa/cibuildwheel/compare/298ed2fb2c105540f5ed055e8a6ad78d82dd3a7e...ee02a1537ce3071a004a6b08c41e72f0fdc42d9a) Updates `github/codeql-action` from 4.32.5 to 4.32.6 - [Release notes](https://github.com/github/codeql-action/releases) - [Changelog](https://github.com/github/codeql-action/blob/main/CHANGELOG.md) - [Commits](https://github.com/github/codeql-action/compare/c793b717bc78562f491db7b0e93a3a178b099162...0d579ffd059c29b07949a3cce3983f0780820c98) --- updated-dependencies: - dependency-name: pypa/cibuildwheel dependency-version: 3.4.0 dependency-type: direct:production update-type: version-update:semver-minor dependency-group: actions - dependency-name: github/codeql-action dependency-version: 4.32.6 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: actions ... Signed-off-by: dependabot[bot] --- .github/workflows/cibuildwheel.yml | 10 +++++----- .github/workflows/codeql-analysis.yml | 4 ++-- 2 files changed, 7 insertions(+), 7 deletions(-) diff --git a/.github/workflows/cibuildwheel.yml b/.github/workflows/cibuildwheel.yml index b8d878a02714..0d514a5c8bdc 100644 --- a/.github/workflows/cibuildwheel.yml +++ b/.github/workflows/cibuildwheel.yml @@ -146,7 +146,7 @@ jobs: path: dist/ - name: Build wheels for CPython 3.14 - uses: pypa/cibuildwheel@298ed2fb2c105540f5ed055e8a6ad78d82dd3a7e # v3.3.1 + uses: pypa/cibuildwheel@ee02a1537ce3071a004a6b08c41e72f0fdc42d9a # v3.4.0 with: package-dir: dist/${{ needs.build_sdist.outputs.SDIST_NAME }} env: @@ -156,7 +156,7 @@ jobs: CIBW_MANYLINUX_X86_64_IMAGE: manylinux_2_28 - name: Build wheels for CPython 3.13 - uses: pypa/cibuildwheel@298ed2fb2c105540f5ed055e8a6ad78d82dd3a7e # v3.3.1 + uses: pypa/cibuildwheel@ee02a1537ce3071a004a6b08c41e72f0fdc42d9a # v3.4.0 with: package-dir: dist/${{ needs.build_sdist.outputs.SDIST_NAME }} env: @@ -165,7 +165,7 @@ jobs: CIBW_ARCHS: ${{ matrix.cibw_archs }} - name: Build wheels for CPython 3.12 - uses: pypa/cibuildwheel@298ed2fb2c105540f5ed055e8a6ad78d82dd3a7e # v3.3.1 + uses: pypa/cibuildwheel@ee02a1537ce3071a004a6b08c41e72f0fdc42d9a # v3.4.0 with: package-dir: dist/${{ needs.build_sdist.outputs.SDIST_NAME }} env: @@ -173,7 +173,7 @@ jobs: CIBW_ARCHS: ${{ matrix.cibw_archs }} - name: Build wheels for CPython 3.11 - uses: pypa/cibuildwheel@298ed2fb2c105540f5ed055e8a6ad78d82dd3a7e # v3.3.1 + uses: pypa/cibuildwheel@ee02a1537ce3071a004a6b08c41e72f0fdc42d9a # v3.4.0 with: package-dir: dist/${{ needs.build_sdist.outputs.SDIST_NAME }} env: @@ -181,7 +181,7 @@ jobs: CIBW_ARCHS: ${{ matrix.cibw_archs }} - name: Build wheels for PyPy - uses: pypa/cibuildwheel@298ed2fb2c105540f5ed055e8a6ad78d82dd3a7e # v3.3.1 + uses: pypa/cibuildwheel@ee02a1537ce3071a004a6b08c41e72f0fdc42d9a # v3.4.0 with: package-dir: dist/${{ needs.build_sdist.outputs.SDIST_NAME }} env: diff --git a/.github/workflows/codeql-analysis.yml b/.github/workflows/codeql-analysis.yml index 5dafe74eac8e..93eefd6ca27f 100644 --- a/.github/workflows/codeql-analysis.yml +++ b/.github/workflows/codeql-analysis.yml @@ -34,7 +34,7 @@ jobs: persist-credentials: false - name: Initialize CodeQL - uses: github/codeql-action/init@c793b717bc78562f491db7b0e93a3a178b099162 # v4.32.5 + uses: github/codeql-action/init@0d579ffd059c29b07949a3cce3983f0780820c98 # v4.32.6 with: languages: ${{ matrix.language }} @@ -45,4 +45,4 @@ jobs: pip install --user -v . - name: Perform CodeQL Analysis - uses: github/codeql-action/analyze@c793b717bc78562f491db7b0e93a3a178b099162 # v4.32.5 + uses: github/codeql-action/analyze@0d579ffd059c29b07949a3cce3983f0780820c98 # v4.32.6 From 9d8fbbc4ae6bfb71d4eeb359958fabfb8ab46266 Mon Sep 17 00:00:00 2001 From: kdpenner Date: Mon, 9 Mar 2026 17:08:21 -0400 Subject: [PATCH 317/329] DOC: Correct `byweekday` description in WeekdayLocator --- lib/matplotlib/dates.py | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/lib/matplotlib/dates.py b/lib/matplotlib/dates.py index 6a2bd0194bd4..369e93f1ac6f 100644 --- a/lib/matplotlib/dates.py +++ b/lib/matplotlib/dates.py @@ -1530,13 +1530,15 @@ def __init__(self, byweekday=1, interval=1, tz=None): """ Parameters ---------- - byweekday : int or list of int, default: all days + byweekday : int, list of int, constant from :mod:`dateutil.rrule`, or \ + list of constants, default: 1 (Tuesday) Ticks will be placed on every weekday in *byweekday*. Default is - every day. + every Tuesday. - Elements of *byweekday* must be one of MO, TU, WE, TH, FR, SA, - SU, the constants from :mod:`dateutil.rrule`, which have been - imported into the :mod:`matplotlib.dates` namespace. + Elements of *byweekday* (if a sequence) must be either integers or + MO, TU, WE, TH, FR, SA, SU, the constants from + :mod:`dateutil.rrule`, which have been imported into the + :mod:`matplotlib.dates` namespace. interval : int, default: 1 The interval between each iteration. For example, if ``interval=2``, mark every second occurrence. From bb9daeeef1a8dd2b03e0128116c12772eee53e61 Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Mon, 9 Mar 2026 21:06:23 -0600 Subject: [PATCH 318/329] Use _axis_map --- lib/matplotlib/axes/_base.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/lib/matplotlib/axes/_base.py b/lib/matplotlib/axes/_base.py index b8d6d74403f0..5a1ee06d845a 100644 --- a/lib/matplotlib/axes/_base.py +++ b/lib/matplotlib/axes/_base.py @@ -2451,7 +2451,7 @@ def _point_in_data_domain(self, x, y): Returns False if the point is outside the data range (e.g. negative coordinates with a log scale). """ - for val, axis in [(x, self.xaxis), (y, self.yaxis)]: + for val, axis in zip([x, y], self._axis_map.values()): vmin, vmax = axis.limit_range_for_scale(val, val) if vmin != val or vmax != val: return False From 61b6cdcbda6f06d9f9e379184712e5678fc7af13 Mon Sep 17 00:00:00 2001 From: Antony Lee Date: Tue, 29 Jul 2025 19:23:50 +0200 Subject: [PATCH 319/329] Support standard tickdir control (in/out/inout) in axisartist. ... and also respect rcParams, which makes axisartist ticks default to pointing outwards, similarly to standard ticks. Rework the tick direction machinery to also support "inout" (similarly to standard ticks). One may wonder whether external ticks should really be drawn in the local direction of the gridlines, though, or whether drawing them orthogonal to the axis spine would look better. This PR keeps the old behavior of `set_ticks_out(True)`, but we could later add something like ``set_tick_direction("out_ortho")`` (name up to bikeshedding). While at it, also deprecate the entirely unused `Ticks.locs_angles_labels` and `LabelBase.locs_angles_labels`. --- .../deprecations/30369-AL.rst | 14 +++ .../examples/axisartist/simple_axis_pad.py | 28 +++-- .../users_explain/toolkits/axisartist.rst | 50 ++++----- lib/mpl_toolkits/axisartist/axis_artist.py | 100 ++++++++++++------ .../axisartist/tests/test_axis_artist.py | 4 +- .../axisartist/tests/test_axislines.py | 16 ++- .../axisartist/tests/test_floating_axes.py | 5 +- .../tests/test_grid_helper_curvelinear.py | 9 +- 8 files changed, 151 insertions(+), 75 deletions(-) create mode 100644 doc/api/next_api_changes/deprecations/30369-AL.rst diff --git a/doc/api/next_api_changes/deprecations/30369-AL.rst b/doc/api/next_api_changes/deprecations/30369-AL.rst new file mode 100644 index 000000000000..8b82c80054d9 --- /dev/null +++ b/doc/api/next_api_changes/deprecations/30369-AL.rst @@ -0,0 +1,14 @@ +:mod:`.axisartist` now uses more standard tick direction controls +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Previously, the position of :mod:`.axisartist` ticks (inside or outside +the axes) were set using ``set_tick_out(bool)``. They are now set +using ``set_tick_direction("in")`` (or "out", or "inout"), and respect +:rc:`xtick.direction` and :rc:`ytick.direction`. In particular, they default +to pointing outwards, consistently with the rest of the library. + +The *tick_out* parameter of `.Ticks` has been deprecated (use *tick_direction* +instead). The ``Ticks.get_tick_out`` method is deprecated (use +`.Ticks.get_tick_direction` instead). + +The unused ``locs_angles_labels`` attribute of `.Ticks` and `.LabelBase` has +also been deprecated. diff --git a/galleries/examples/axisartist/simple_axis_pad.py b/galleries/examples/axisartist/simple_axis_pad.py index f436ae3ab79c..ea4415eff61d 100644 --- a/galleries/examples/axisartist/simple_axis_pad.py +++ b/galleries/examples/axisartist/simple_axis_pad.py @@ -63,23 +63,33 @@ def ann(ax1, d): va="top", ha="center") -ax1 = setup_axes(fig, rect=141) +ax1 = setup_axes(fig, rect=231) axis = add_floating_axis1(ax1) -ann(ax1, r"default") +ann(ax1, "default") -ax1 = setup_axes(fig, rect=142) +ax1 = setup_axes(fig, rect=232) axis = add_floating_axis1(ax1) axis.major_ticklabels.set_pad(10) -ann(ax1, r"ticklabels.set_pad(10)") +ann(ax1, "ticklabels.set_pad(10)") -ax1 = setup_axes(fig, rect=143) +ax1 = setup_axes(fig, rect=233) axis = add_floating_axis1(ax1) axis.label.set_pad(20) -ann(ax1, r"label.set_pad(20)") +ann(ax1, "label.set_pad(20)") -ax1 = setup_axes(fig, rect=144) +ax1 = setup_axes(fig, rect=234) axis = add_floating_axis1(ax1) -axis.major_ticks.set_tick_out(True) -ann(ax1, "ticks.set_tick_out(True)") +axis.major_ticks.set_tick_direction("in") +ann(ax1, 'ticks.set_tick_direction("in")') + +ax1 = setup_axes(fig, rect=235) +axis = add_floating_axis1(ax1) +axis.major_ticks.set_tick_direction("out") +ann(ax1, 'ticks.set_tick_direction("out")') + +ax1 = setup_axes(fig, rect=236) +axis = add_floating_axis1(ax1) +axis.major_ticks.set_tick_direction("inout") +ann(ax1, 'ticks.set_tick_direction("inout")') plt.show() diff --git a/galleries/users_explain/toolkits/axisartist.rst b/galleries/users_explain/toolkits/axisartist.rst index a5a1b6cbcd78..6fad0ee6a731 100644 --- a/galleries/users_explain/toolkits/axisartist.rst +++ b/galleries/users_explain/toolkits/axisartist.rst @@ -287,16 +287,16 @@ HowTo ax.axis[:].major_ticklabels.set_color("r") -4. To change the tick size (length), you need to use - axis.major_ticks.set_ticksize method. To change the direction of - the ticks (ticks are in opposite direction of ticklabels by - default), use axis.major_ticks.set_tick_out method. +4. To change the tick size (length), use ``axis.major_ticks.set_ticksize``. + + To change the direction of the ticks, use + ``axis.major_ticks.set_tick_direction``. To change the pad between ticks and ticklabels, use - axis.major_ticklabels.set_pad method. + ``axis.major_ticklabels.set_pad``. - To change the pad between ticklabels and axis label, - axis.label.set_pad method. + To change the pad between ticklabels and axis label, use + ``axis.label.set_pad``. Rotation and alignment of TickLabels ==================================== @@ -398,15 +398,14 @@ axis_direction of ticks, ticklabels, and axis-label does not affect them. If you want to make ticks outward and ticklabels inside the axes, -use invert_ticklabel_direction method. :: +use `.AxisArtist.invert_ticklabel_direction`:: ax.axis[:].invert_ticklabel_direction() -A related method is "set_tick_out". It makes ticks outward (as a -matter of fact, it makes ticks toward the opposite direction of the -default direction). :: +A related method is `.Ticks.set_tick_direction`. It can make ticks point "in", +"out", or "inout" (crossing the axis halfway):: - ax.axis[:].major_ticks.set_tick_out(True) + ax.axis[:].major_ticks.set_tick_direction("inout") .. figure:: /gallery/axisartist/images/sphx_glr_simple_axis_direction03_001.png :target: /gallery/axisartist/simple_axis_direction03.html @@ -416,27 +415,28 @@ So, in summary, * AxisArtist's methods - - set_axis_direction: "left", "right", "bottom", or "top" - - set_ticklabel_direction: "+" or "-" - - set_axislabel_direction: "+" or "-" - - invert_ticklabel_direction + - `~.AxisArtist.set_axis_direction`: "left", "right", "bottom", or "top" + - `~.AxisArtist.set_ticklabel_direction`: "+" or "-" + - `~.AxisArtist.set_axislabel_direction`: "+" or "-" + - `~.AxisArtist.invert_ticklabel_direction` * Ticks' methods (major_ticks and minor_ticks) - - set_tick_out: True or False - - set_ticksize: size in points + - `~.Ticks.set_tick_direction`: "in", "out", or "inout" + - `~.Ticks.set_ticksize`: size in points * TickLabels' methods (major_ticklabels and minor_ticklabels) - - set_axis_direction: "left", "right", "bottom", or "top" - - set_rotation: angle with respect to the reference direction - - set_ha and set_va: see below + - `~.TickLabels.set_axis_direction`: "left", "right", "bottom", or "top" + - `~.Text.set_rotation`: angle with respect to the reference direction + - `~.Text.set_horizontalalignment` and `~.Text.set_verticalalignment`: see below -* AxisLabels' methods (label) +* AxisLabel' methods (label) - - set_axis_direction: "left", "right", "bottom", or "top" - - set_rotation: angle with respect to the reference direction - - set_ha and set_va + - `~.AxisLabel.set_axis_direction`: "left", "right", "bottom", or "top" + - `~.Text.set_rotation`: angle with respect to the reference direction + - `~.Text.set_horizontalalignment` and + `~.Text.set_verticalalignment` Adjusting ticklabels alignment ------------------------------ diff --git a/lib/mpl_toolkits/axisartist/axis_artist.py b/lib/mpl_toolkits/axisartist/axis_artist.py index dd0ed6b583f7..3ba70c3d7d3b 100644 --- a/lib/mpl_toolkits/axisartist/axis_artist.py +++ b/lib/mpl_toolkits/axisartist/axis_artist.py @@ -55,14 +55,14 @@ axislabel ha right center right center =================== ====== ======== ====== ======== -Ticks are by default direct opposite side of the ticklabels. To make ticks to -the same side of the ticklabels, :: +Tick orientation is controlled by :rc:`xtick.direction` and +:rc:`ytick.direction`; they can be manually adjusted using :: - ax.axis["bottom"].major_ticks.set_tick_out(True) + ax.axis["bottom"].major_ticks.set_tick_direction("in") # or "out", "inout" The following attributes can be customized (use the ``set_xxx`` methods): -* `Ticks`: ticksize, tick_out +* `Ticks`: ticksize, tick_direction * `TickLabels`: pad * `AxisLabel`: pad """ @@ -109,16 +109,16 @@ class Ticks(AttributeCopier, Line2D): Ticks are derived from `.Line2D`, and note that ticks themselves are markers. Thus, you should use set_mec, set_mew, etc. - To change the tick size (length), you need to use - `set_ticksize`. To change the direction of the ticks (ticks are - in opposite direction of ticklabels by default), use - ``set_tick_out(False)`` + To change the tick size (length), use `set_ticksize`. + To change the direction of the ticks, use ``set_tick_direction("in")`` (or + "out", or "inout"). """ + locs_angles_labels = _api.deprecated("3.11")(property(lambda self: [])) + + @_api.delete_parameter("3.11", "tick_out", alternative="tick_direction") def __init__(self, ticksize, tick_out=False, *, axis=None, **kwargs): self._ticksize = ticksize - self.locs_angles_labels = [] - self.set_tick_out(tick_out) self._axis = axis @@ -152,13 +152,33 @@ def get_markeredgecolor(self): def get_markeredgewidth(self): return self.get_attribute_from_ref_artist("markeredgewidth") + def set_tick_direction(self, direction): + _api.check_in_list(["in", "out", "inout"], direction=direction) + self._tick_dir = direction + + def get_tick_direction(self): + return self._tick_dir + def set_tick_out(self, b): - """Set whether ticks are drawn inside or outside the axes.""" - self._tick_out = b + """ + Set whether ticks are drawn inside or outside the axes. + .. admonition:: Discouraged + Consider using the more general method `.set_tick_direction` instead. + """ + self._tick_dir = "out" if b else "in" + + @_api.deprecated("3.11", alternative="get_tick_direction") def get_tick_out(self): """Return whether ticks are drawn inside or outside the axes.""" - return self._tick_out + if self._tick_dir == "in": + return False + elif self._tick_dir == "out": + return True + else: + raise ValueError( + f"Tick direction ({self._tick_dir!r}) not supported by get_tick_out, " + f"use get_tick_direction instead") def set_ticksize(self, ticksize): """Set length of the ticks in points.""" @@ -171,7 +191,11 @@ def get_ticksize(self): def set_locs_angles(self, locs_angles): self.locs_angles = locs_angles - _tickvert_path = Path([[0., 0.], [1., 0.]]) + _tick_paths = { + "in": Path([[0, 0], [+1, 0]]), + "inout": Path([[-1/2, 0.], [+1/2, 0]]), + "out": Path([[-1, 0], [0, 0]]), + } def draw(self, renderer): if not self.get_visible(): @@ -183,18 +207,17 @@ def draw(self, renderer): gc.set_linewidth(self.get_markeredgewidth()) gc.set_alpha(self._alpha) + tickvert_path = self._tick_paths[self._tick_dir] path_trans = self.get_transform() marker_transform = (Affine2D() .scale(renderer.points_to_pixels(self._ticksize))) - if self.get_tick_out(): - marker_transform.rotate_deg(180) for loc, angle in self.locs_angles: locs = path_trans.transform_non_affine(np.array([loc])) if self.axes and not self.axes.viewLim.contains(*locs[0]): continue renderer.draw_markers( - gc, self._tickvert_path, + gc, tickvert_path, marker_transform + Affine2D().rotate_deg(angle), Path(locs), path_trans.get_affine()) @@ -208,8 +231,9 @@ class LabelBase(mtext.Text): text_ref_angle, and offset_radius attributes. """ + locs_angles_labels = _api.deprecated("3.11")(property(lambda self: [])) + def __init__(self, *args, **kwargs): - self.locs_angles_labels = [] self._ref_angle = 0 self._offset_radius = 0. @@ -867,14 +891,16 @@ def _init_ticks(self, **kwargs): + self.offset_transform) self.major_ticks = Ticks( - kwargs.get( + ticksize=kwargs.get( "major_tick_size", mpl.rcParams[f"{axis_name}tick.major.size"]), + tick_direction=mpl.rcParams[f"{axis_name}tick.direction"], axis=self.axis, transform=trans) self.minor_ticks = Ticks( - kwargs.get( + ticksize=kwargs.get( "minor_tick_size", mpl.rcParams[f"{axis_name}tick.minor.size"]), + tick_direction=mpl.rcParams[f"{axis_name}tick.direction"], axis=self.axis, transform=trans) size = mpl.rcParams[f"{axis_name}tick.labelsize"] @@ -926,14 +952,13 @@ def _update_ticks(self, renderer=None): if renderer is None: renderer = self.get_figure(root=True)._get_renderer() - dpi_cor = renderer.points_to_pixels(1.) - if self.major_ticks.get_visible() and self.major_ticks.get_tick_out(): - ticklabel_pad = self.major_ticks._ticksize * dpi_cor - self.major_ticklabels._external_pad = ticklabel_pad - self.minor_ticklabels._external_pad = ticklabel_pad - else: - self.major_ticklabels._external_pad = 0 - self.minor_ticklabels._external_pad = 0 + self.major_ticklabels._external_pad = \ + self.minor_ticklabels._external_pad = ( + renderer.points_to_pixels(self.major_ticks._ticksize) + * {"in": 0, "inout": 1/2, "out": 1}[ + self.major_ticks.get_tick_direction()] + * self.major_ticks.get_visible() # 0 if invisible. + ) majortick_iter, minortick_iter = \ self._axis_artist_helper.get_tick_iterators(self.axes) @@ -1008,13 +1033,18 @@ def _update_label(self, renderer): return if self._ticklabel_add_angle != self._axislabel_add_angle: - if ((self.major_ticks.get_visible() - and not self.major_ticks.get_tick_out()) - or (self.minor_ticks.get_visible() - and not self.major_ticks.get_tick_out())): - axislabel_pad = self.major_ticks._ticksize - else: - axislabel_pad = 0 + axislabel_pad = max( + # major pad: + self.major_ticks._ticksize + * {"in": 1, "inout": 1/2, "out": 0}[ + self.major_ticks.get_tick_direction()] + * self.major_ticks.get_visible(), # 0 if invisible. + # minor pad: + self.minor_ticks._ticksize + * {"in": 1, "inout": 1/2, "out": 0}[ + self.minor_ticks.get_tick_direction()] + * self.minor_ticks.get_visible(), # 0 if invisible. + ) else: axislabel_pad = max(self.major_ticklabels._axislabel_pad, self.minor_ticklabels._axislabel_pad) diff --git a/lib/mpl_toolkits/axisartist/tests/test_axis_artist.py b/lib/mpl_toolkits/axisartist/tests/test_axis_artist.py index 96d8a2cde0f3..f366b9e96537 100644 --- a/lib/mpl_toolkits/axisartist/tests/test_axis_artist.py +++ b/lib/mpl_toolkits/axisartist/tests/test_axis_artist.py @@ -19,7 +19,7 @@ def test_ticks(): ticks_in.set_locs_angles(locs_angles) ax.add_artist(ticks_in) - ticks_out = Ticks(ticksize=10, tick_out=True, color='C3', axis=ax.xaxis) + ticks_out = Ticks(ticksize=10, tick_direction="out", color='C3', axis=ax.xaxis) ticks_out.set_locs_angles(locs_angles) ax.add_artist(ticks_out) @@ -92,11 +92,11 @@ def test_axis_artist(): for loc in ('left', 'right', 'bottom'): helper = AxisArtistHelperRectlinear.Fixed(ax, loc=loc) axisline = AxisArtist(ax, helper, offset=None, axis_direction=loc) + axisline.major_ticks.set_tick_direction("in") ax.add_artist(axisline) # Settings for bottom AxisArtist. axisline.set_label("TTT") - axisline.major_ticks.set_tick_out(False) axisline.label.set_pad(5) ax.set_ylabel("Test") diff --git a/lib/mpl_toolkits/axisartist/tests/test_axislines.py b/lib/mpl_toolkits/axisartist/tests/test_axislines.py index a47ab2ea8a31..10c50c271ef2 100644 --- a/lib/mpl_toolkits/axisartist/tests/test_axislines.py +++ b/lib/mpl_toolkits/axisartist/tests/test_axislines.py @@ -11,7 +11,8 @@ @image_comparison(['SubplotZero.png'], style='default', tol=0.02) def test_SubplotZero(): # Remove this line when this test image is regenerated. - plt.rcParams['text.kerning_factor'] = 6 + plt.rcParams.update({ + "text.kerning_factor": 6, "xtick.direction": "in", "ytick.direction": "in"}) fig = plt.figure() @@ -33,7 +34,8 @@ def test_SubplotZero(): @image_comparison(['Subplot.png'], style='default', tol=0.02) def test_Subplot(): # Remove this line when this test image is regenerated. - plt.rcParams['text.kerning_factor'] = 6 + plt.rcParams.update({ + "text.kerning_factor": 6, "xtick.direction": "in", "ytick.direction": "in"}) fig = plt.figure() @@ -62,6 +64,8 @@ def test_Axes(): @image_comparison(['ParasiteAxesAuxTrans_meshplot.png'], remove_text=True, style='default', tol=0.075) def test_ParasiteAxesAuxTrans(): + # Remove this line when this test image is regenerated. + plt.rcParams.update({"xtick.direction": "in", "ytick.direction": "in"}) data = np.ones((6, 6)) data[2, 2] = 2 data[0, :] = 0 @@ -93,6 +97,8 @@ def test_ParasiteAxesAuxTrans(): @image_comparison(['axisline_style.png'], remove_text=True, style='mpl20') def test_axisline_style(): + # Remove this line when this test image is regenerated. + plt.rcParams.update({"xtick.direction": "in", "ytick.direction": "in"}) fig = plt.figure(figsize=(2, 2)) ax = fig.add_subplot(axes_class=AxesZero) ax.axis["xzero"].set_axisline_style("-|>") @@ -107,6 +113,8 @@ def test_axisline_style(): @image_comparison(['axisline_style_size_color.png'], remove_text=True, style='mpl20') def test_axisline_style_size_color(): + # Remove this line when this test image is regenerated. + plt.rcParams.update({"xtick.direction": "in", "ytick.direction": "in"}) fig = plt.figure(figsize=(2, 2)) ax = fig.add_subplot(axes_class=AxesZero) ax.axis["xzero"].set_axisline_style("-|>", size=2.0, facecolor='r') @@ -121,6 +129,8 @@ def test_axisline_style_size_color(): @image_comparison(['axisline_style_tight.png'], remove_text=True, style='mpl20') def test_axisline_style_tight(): + # Remove this line when this test image is regenerated. + plt.rcParams.update({"xtick.direction": "in", "ytick.direction": "in"}) fig = plt.figure(figsize=(2, 2), layout='tight') ax = fig.add_subplot(axes_class=AxesZero) ax.axis["xzero"].set_axisline_style("-|>", size=5, facecolor='g') @@ -135,6 +145,8 @@ def test_axisline_style_tight(): # TODO: tighten tolerance after baseline image is regenerated for text overhaul @image_comparison(['subplotzero_ylabel.png'], style='mpl20', tol=0.02) def test_subplotzero_ylabel(): + # Remove this line when this test image is regenerated. + plt.rcParams.update({"xtick.direction": "in", "ytick.direction": "in"}) fig = plt.figure() ax = fig.add_subplot(111, axes_class=SubplotZero) diff --git a/lib/mpl_toolkits/axisartist/tests/test_floating_axes.py b/lib/mpl_toolkits/axisartist/tests/test_floating_axes.py index feb667af013e..98d49dc0cf37 100644 --- a/lib/mpl_toolkits/axisartist/tests/test_floating_axes.py +++ b/lib/mpl_toolkits/axisartist/tests/test_floating_axes.py @@ -23,6 +23,8 @@ def test_subplot(): # remove when image is regenerated. @image_comparison(['curvelinear3.png'], style='default', tol=5) def test_curvelinear3(): + # Remove this line when this test image is regenerated. + plt.rcParams.update({"xtick.direction": "in", "ytick.direction": "in"}) fig = plt.figure(figsize=(5, 5)) tr = (mtransforms.Affine2D().scale(np.pi / 180, 1) + @@ -70,7 +72,8 @@ def test_curvelinear3(): @image_comparison(['curvelinear4.png'], style='default', tol=0.9) def test_curvelinear4(): # Remove this line when this test image is regenerated. - plt.rcParams['text.kerning_factor'] = 6 + plt.rcParams.update({ + "text.kerning_factor": 6, "xtick.direction": "in", "ytick.direction": "in"}) fig = plt.figure(figsize=(5, 5)) diff --git a/lib/mpl_toolkits/axisartist/tests/test_grid_helper_curvelinear.py b/lib/mpl_toolkits/axisartist/tests/test_grid_helper_curvelinear.py index ac31b8b30c97..e59e31fe3c88 100644 --- a/lib/mpl_toolkits/axisartist/tests/test_grid_helper_curvelinear.py +++ b/lib/mpl_toolkits/axisartist/tests/test_grid_helper_curvelinear.py @@ -17,6 +17,9 @@ @image_comparison(['custom_transform.png'], style='default', tol=0.2) def test_custom_transform(): + # Remove this line when this test image is regenerated. + plt.rcParams.update({"xtick.direction": "in", "ytick.direction": "in"}) + class MyTransform(Transform): input_dims = output_dims = 2 @@ -79,6 +82,8 @@ def inverted(self): # TODO: tighten tolerance after baseline image is regenerated for text overhaul @image_comparison(['polar_box.png'], style='default', tol=0.09) def test_polar_box(): + # Remove this line when this test image is regenerated. + plt.rcParams.update({"xtick.direction": "in", "ytick.direction": "in"}) fig = plt.figure(figsize=(5, 5)) # PolarAxes.PolarTransform takes radian. However, we want our coordinate @@ -139,7 +144,9 @@ def test_polar_box(): # Remove tol & kerning_factor when this test image is regenerated. @image_comparison(['axis_direction.png'], style='default', tol=0.15) def test_axis_direction(): - plt.rcParams['text.kerning_factor'] = 6 + # Remove this line when this test image is regenerated. + plt.rcParams.update({ + "text.kerning_factor": 6, "xtick.direction": "in", "ytick.direction": "in"}) fig = plt.figure(figsize=(5, 5)) From c72236701f0371d37c8a3232133347d5b350bc59 Mon Sep 17 00:00:00 2001 From: jaya prajapati Date: Wed, 11 Mar 2026 06:10:45 +0530 Subject: [PATCH 320/329] Fix Axes.hist crash for numpy timedelta64 inputs (#31203) * Fix Axes.hist crash for numpy timedelta64 inputs * Raise explicit TypeError for numpy.timedelta64 inputs in Axes.hist * remove duplicate pytest import * raise TypeError for timedelta64 in Axes.hist and remove bin logic changes * Handle numpy.timedelta64 and datetime.timedelta explicitly * fix object check and formatting * merge timedelta checks and added datetime.timedelta regression tests * merge timedelta checks and added datetime.timedelta regression test * fix python style * Fix indentation --------- Co-authored-by: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> --- lib/matplotlib/axes/_axes.py | 9 +++++++++ lib/matplotlib/tests/test_axes.py | 15 +++++++++++++++ 2 files changed, 24 insertions(+) diff --git a/lib/matplotlib/axes/_axes.py b/lib/matplotlib/axes/_axes.py index 1a88a1cd7300..483d8862f329 100644 --- a/lib/matplotlib/axes/_axes.py +++ b/lib/matplotlib/axes/_axes.py @@ -7421,6 +7421,15 @@ def hist(self, x, bins=None, range=None, density=False, weights=None, x = cbook._reshape_2D(x, 'x') nx = len(x) # number of datasets + for arr in x: + if len(arr) > 0 and isinstance( + arr[0], (datetime.timedelta, np.timedelta64) + ): + raise TypeError( + "Axes.hist does not currently support timedelta inputs. " + "Convert to numeric values (e.g., .total_seconds()) first." + ) + # Process unit information. _process_unit_info sets the unit and # converts the first dataset; then we convert each following dataset # one at a time. diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py index 74d48a89d0c0..45e9cc75fec0 100644 --- a/lib/matplotlib/tests/test_axes.py +++ b/lib/matplotlib/tests/test_axes.py @@ -2461,6 +2461,21 @@ def test_hist_log_barstacked(): assert axs[0].get_ylim() == axs[1].get_ylim() +def test_hist_timedelta_raises(): + import numpy as np + import matplotlib.pyplot as plt + + fig, ax = plt.subplots() + + arr_np = np.array([1, 2, 5, 7], dtype="timedelta64[D]") + with pytest.raises(TypeError, match="does not currently support timedelta inputs"): + ax.hist(arr_np) + + arr_py = [datetime.timedelta(seconds=i) for i in range(5)] + with pytest.raises(TypeError, match="does not currently support timedelta inputs"): + ax.hist(arr_py) + + @image_comparison(['hist_bar_empty.png'], remove_text=True) def test_hist_bar_empty(): # From #3886: creating hist from empty dataset raises ValueError From a01f57d81757f495eaed62adf3eb232cbcdf5a4b Mon Sep 17 00:00:00 2001 From: Aman Srivastava <160766756+aman-coder03@users.noreply.github.com> Date: Wed, 11 Mar 2026 23:04:28 +0530 Subject: [PATCH 321/329] Fix `clabel` manual argument not accepting unit-typed coordinates (#31278) * Fix clabel manual argument not accepting units * add test for clabel with datetime units * simplify test_clabel * Add assertions to test_clabel --- lib/matplotlib/contour.py | 2 ++ lib/matplotlib/tests/test_datetime.py | 15 +++++++++++++-- 2 files changed, 15 insertions(+), 2 deletions(-) diff --git a/lib/matplotlib/contour.py b/lib/matplotlib/contour.py index 77dc58740971..287794e00ad5 100644 --- a/lib/matplotlib/contour.py +++ b/lib/matplotlib/contour.py @@ -451,6 +451,8 @@ def add_label_near(self, x, y, inline=True, inline_spacing=5, if transform is None: transform = self.axes.transData if transform: + x = self.axes.convert_xunits(x) + y = self.axes.convert_yunits(y) x, y = transform.transform((x, y)) idx_level_min, idx_vtx_min, proj = self._find_nearest_contour( diff --git a/lib/matplotlib/tests/test_datetime.py b/lib/matplotlib/tests/test_datetime.py index b3bd4d7bd151..c246fb23f011 100644 --- a/lib/matplotlib/tests/test_datetime.py +++ b/lib/matplotlib/tests/test_datetime.py @@ -259,11 +259,22 @@ def test_bxp(self): ax.xaxis.set_major_formatter(mpl.dates.DateFormatter("%Y-%m-%d")) ax.set_title('Box plot with datetime data') - @pytest.mark.xfail(reason="Test for clabel not written yet") @mpl.style.context("default") def test_clabel(self): + dates = [datetime.datetime(2023, 10, 1) + datetime.timedelta(days=i) + for i in range(10)] + x = np.arange(-10.0, 5.0, 0.5) + X, Y = np.meshgrid(x, dates) + Z = np.arange(X.size).reshape(X.shape) + fig, ax = plt.subplots() - ax.clabel(...) + CS = ax.contour(X, Y, Z) + labels = ax.clabel(CS, manual=[(x[0], dates[0])]) + assert len(labels) == 1 + assert labels[0].get_text() == '0' + x_pos, y_pos = labels[0].get_position() + assert x_pos == pytest.approx(-10.0, abs=1e-3) + assert y_pos == pytest.approx(mpl.dates.date2num(dates[0]), abs=1e-3) @mpl.style.context("default") def test_contour(self): From 904d0934993cfd2aa116108908f2ff6216d296e5 Mon Sep 17 00:00:00 2001 From: Aaratrika-Shelly Date: Tue, 3 Mar 2026 10:05:14 +0000 Subject: [PATCH 322/329] API: Raise ValueError in subplots if num refers to existing figure --- .../next_api_changes/behavior/31223-AS.rst | 28 +++++++++++++ lib/matplotlib/pyplot.py | 25 ++++++++++++ lib/matplotlib/tests/test_pyplot.py | 39 +++++++++++++++++++ 3 files changed, 92 insertions(+) create mode 100644 doc/api/next_api_changes/behavior/31223-AS.rst diff --git a/doc/api/next_api_changes/behavior/31223-AS.rst b/doc/api/next_api_changes/behavior/31223-AS.rst new file mode 100644 index 000000000000..0880659e55ee --- /dev/null +++ b/doc/api/next_api_changes/behavior/31223-AS.rst @@ -0,0 +1,28 @@ +``pyplot.subplot`` and ``pyplot.subplot_mosaic`` raise *ValueError* on existing figures +---------------------------------------------------------------------------------------- + +Passing a *num* argument to `~.pyplot.subplots` or `~.pyplot.subplot_mosaic` +that refers to an existing figure or is a ``Figure`` instance now raises a +`ValueError`. + +These utility functions are intended strictly for the creation of new figures and +subplots. Previously, they accidentally allowed the reuse of existing figures because +they internally called `~.pyplot.figure`. This change ensures that these functions +strictly follow their documented purpose of creating new figures. + +To reuse an existing figure, clear it first using ``clear=True``: + +.. code-block:: python + + fig, axs = plt.subplots(num=1, clear=True) + # or + fig, axd = plt.subplot_mosaic([['A', 'B']], num=1, clear=True) + +If you have a ``Figure`` instance and want to add subplots to it, use the +object-oriented API: + +.. code-block:: python + + fig.subplots(nrows=2, ncols=2) + # or + fig.subplot_mosaic([['A', 'B']]) diff --git a/lib/matplotlib/pyplot.py b/lib/matplotlib/pyplot.py index 9cec08a15c16..483bc031336c 100644 --- a/lib/matplotlib/pyplot.py +++ b/lib/matplotlib/pyplot.py @@ -1178,6 +1178,25 @@ def fignum_exists(num: int | str) -> bool: ) +def _raise_if_figure_exists(num, func_name, clear=False): + """ + Raise a ValueError if the figure *num* already exists. + """ + if num is not None and not clear: + if isinstance(num, FigureBase): + raise ValueError( + f"num {num!r} cannot be a FigureBase instance. " + f"plt.{func_name}() is for creating new figures. " + f"To add to an existing figure, use fig.{func_name}() " + "instead.") + + if fignum_exists(num): + raise ValueError( + f"Figure {num!r} already exists. Use plt.figure({num!r}) " + f"to get it or plt.close({num!r}) to close it. " + f"Alternatively, pass 'clear=True' to {func_name}().") + + def get_fignums() -> list[int]: """Return a list of existing figure numbers.""" return sorted(_pylab_helpers.Gcf.figs) @@ -1856,6 +1875,9 @@ def subplots( fig, ax = plt.subplots(num=10, clear=True) """ + num = fig_kw.get('num') + _raise_if_figure_exists(fig_kw.get('num'), "subplots", fig_kw.get('clear')) + fig = figure(**fig_kw) axs = fig.subplots(nrows=nrows, ncols=ncols, sharex=sharex, sharey=sharey, squeeze=squeeze, subplot_kw=subplot_kw, @@ -2029,6 +2051,9 @@ def subplot_mosaic( total layout. """ + num = fig_kw.get('num') + _raise_if_figure_exists(fig_kw.get('num'), "subplot_mosaic", fig_kw.get('clear')) + fig = figure(**fig_kw) ax_dict = fig.subplot_mosaic( # type: ignore[misc] mosaic, # type: ignore[arg-type] diff --git a/lib/matplotlib/tests/test_pyplot.py b/lib/matplotlib/tests/test_pyplot.py index 1cca7332aa0c..39ffc54bce79 100644 --- a/lib/matplotlib/tests/test_pyplot.py +++ b/lib/matplotlib/tests/test_pyplot.py @@ -532,3 +532,42 @@ def assert_same_signature(func1, func2): def test_setloglevel_signature(): assert_same_signature(plt.set_loglevel, mpl.set_loglevel) + + +def test_subplots_reuse_existing_figure_error(): + """Test interaction of plt.subplots(num=...) with existing figures.""" + # Create a figure with a specific number first. + fig = plt.figure(1) + + # Case 1: Reusing without clear=True should raise ValueError + with pytest.raises(ValueError, match="already exists"): + plt.subplots(num=1) + + # Case 2: Reusing WITH clear=True should work fine (no error) + fig_new, axs = plt.subplots(num=1, clear=True) + assert fig_new is fig + + # Case 3: Test passing the actual Figure object (The "Narrow Check") + with pytest.raises(ValueError, match="cannot be a FigureBase instance"): + plt.subplots(num=fig) + + plt.close(1) + + +def test_subplot_mosaic_reuse_existing_figure_error(): + """Test that plt.subplot_mosaic raises ValueError when reusing a figure.""" + fig = plt.figure(2) + + # 1. Test passing the existing figure number + with pytest.raises(ValueError, match="already exists"): + plt.subplot_mosaic([['A']], num=2) + + # 2. Test passing the actual Figure object + with pytest.raises(ValueError, match="cannot be a FigureBase instance"): + plt.subplot_mosaic([['A']], num=fig) + + # 3. Test that clear=True allows reuse without error + fig_new, axd = plt.subplot_mosaic([['A']], num=2, clear=True) + assert fig_new is fig + + plt.close(2) From 8095b72bfdec6c7c07651ea57040f7550a54d459 Mon Sep 17 00:00:00 2001 From: statxc Date: Wed, 11 Mar 2026 22:34:12 +0200 Subject: [PATCH 323/329] fix: resolve FigureCanvasTkAgg clipping on Windows HiDPI (#31133) * fix: resolve FigureCanvasTkAgg clipping on Windows HiDPI * Fix lint issues * Fix update_idletasks call in Tk backend * Check for update_idletasks existence before calling * refactor: fix HiDPI clipping for layout-managed FigureCanvasTkAgg by resizing with actual widget dimensions instead of computed ones after DPI changes * fix: matplot error * update docstring --------- Co-authored-by: intelliking Co-authored-by: Ubuntu --- lib/matplotlib/backends/_backend_tk.py | 18 +++++++-- lib/matplotlib/tests/test_backend_tk.py | 50 +++++++++++++++++++++++++ 2 files changed, 64 insertions(+), 4 deletions(-) diff --git a/lib/matplotlib/backends/_backend_tk.py b/lib/matplotlib/backends/_backend_tk.py index d4c2ad474165..a18a9bd8660f 100644 --- a/lib/matplotlib/backends/_backend_tk.py +++ b/lib/matplotlib/backends/_backend_tk.py @@ -270,14 +270,24 @@ def _update_device_pixel_ratio(self, event=None): elif sys.platform == "linux": ratio = self._tkcanvas.winfo_fpixels('1i') / 96 if ratio is not None and self._set_device_pixel_ratio(ratio): - # The easiest way to resize the canvas is to resize the canvas - # widget itself, since we implement all the logic for resizing the - # canvas backing store on that event. + # Resize the canvas widget, then explicitly update the figure + # size to match the actual widget dimensions. When the canvas + # is constrained by a geometry manager (pack/grid), + # may not fire after configure(), so we handle the resize + # directly — similar to Qt's _update_pixel_ratio approach. w, h = self.get_width_height(physical=True) self._tkcanvas.configure(width=w, height=h) + self._resize_figure_for_canvas_size( + self._tkcanvas.winfo_width(), + self._tkcanvas.winfo_height()) def resize(self, event): - width, height = event.width, event.height + self._resize_figure_for_canvas_size(event.width, event.height) + + def _resize_figure_for_canvas_size(self, width, height): + """Update figure size and redraw based on a given canvas size.""" + if width <= 0 or height <= 0: + return # compute desired figure size in inches dpival = self.figure.dpi diff --git a/lib/matplotlib/tests/test_backend_tk.py b/lib/matplotlib/tests/test_backend_tk.py index 1f96ad1308cb..32212610ffc1 100644 --- a/lib/matplotlib/tests/test_backend_tk.py +++ b/lib/matplotlib/tests/test_backend_tk.py @@ -4,6 +4,7 @@ import platform import subprocess import sys +from unittest.mock import patch import pytest @@ -280,3 +281,52 @@ def test_figure(master): foreground="white") test_figure(root) print("success") + + +@_isolated_tk_test(success_count=1) +def test_dpi_change_triggers_resize(): + """ + Test that _update_device_pixel_ratio recalculates figure.size_inches + using the actual widget dimensions, so the render size matches the + visible canvas area even when constrained by a layout manager. + See issue #31126. + """ + import tkinter as tk + from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg + from matplotlib.figure import Figure + + root = tk.Tk() + root.geometry("400x300") + root.update_idletasks() + + fig = Figure(dpi=100) + fig.add_subplot(111) + + canvas = FigureCanvasTkAgg(fig, master=root) + canvas.get_tk_widget().pack(fill=tk.BOTH, expand=True) + canvas.draw() + root.update_idletasks() + + actual_w = canvas.get_tk_widget().winfo_width() + actual_h = canvas.get_tk_widget().winfo_height() + assert actual_w > 0 and actual_h > 0 + + # Simulate a 2x DPI change through _update_device_pixel_ratio. + # Mock the platform-specific DPI query to return ratio=2.0. + with patch.object(sys, 'platform', 'linux'), \ + patch.object(canvas._tkcanvas, 'winfo_fpixels', + return_value=192.0): + canvas._update_device_pixel_ratio() + + # Verify the render size matches the actual widget size, NOT the + # inflated physical size from get_width_height(physical=True). + size = fig.get_size_inches() + render_w = round(size[0] * fig.dpi) + render_h = round(size[1] * fig.dpi) + assert abs(render_w - actual_w) <= 2, \ + f"render width {render_w} != actual width {actual_w}" + assert abs(render_h - actual_h) <= 2, \ + f"render height {render_h} != actual height {actual_h}" + + print("success") + root.destroy() From 22f42795313953a520225cc819abb1118547ae88 Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Wed, 11 Mar 2026 13:10:27 -0600 Subject: [PATCH 324/329] Block shell escapes in latex and dvips commands --- lib/matplotlib/backends/backend_pgf.py | 6 +++--- lib/matplotlib/backends/backend_ps.py | 6 ++++-- lib/matplotlib/testing/__init__.py | 3 ++- lib/matplotlib/tests/test_dviread.py | 9 +++++---- lib/matplotlib/texmanager.py | 4 ++-- 5 files changed, 16 insertions(+), 12 deletions(-) diff --git a/lib/matplotlib/backends/backend_pgf.py b/lib/matplotlib/backends/backend_pgf.py index 48b6e8ac152c..2d2e24c3286c 100644 --- a/lib/matplotlib/backends/backend_pgf.py +++ b/lib/matplotlib/backends/backend_pgf.py @@ -281,7 +281,7 @@ def _setup_latex_process(self, *, expect_reply=True): # it. try: self.latex = subprocess.Popen( - [mpl.rcParams["pgf.texsystem"], "-halt-on-error"], + [mpl.rcParams["pgf.texsystem"], "-halt-on-error", "-no-shell-escape"], stdin=subprocess.PIPE, stdout=subprocess.PIPE, encoding="utf-8", cwd=self.tmpdir) except FileNotFoundError as err: @@ -848,7 +848,7 @@ def print_pdf(self, fname_or_fh, *, metadata=None, **kwargs): texcommand = mpl.rcParams["pgf.texsystem"] cbook._check_and_log_subprocess( [texcommand, "-interaction=nonstopmode", "-halt-on-error", - "figure.tex"], _log, cwd=tmpdir) + "-no-shell-escape", "figure.tex"], _log, cwd=tmpdir) with ((tmppath / "figure.pdf").open("rb") as orig, cbook.open_file_cm(fname_or_fh, "wb") as dest): shutil.copyfileobj(orig, dest) # copy file contents to target @@ -965,7 +965,7 @@ def _run_latex(self): tex_source.write_bytes(self._file.getvalue()) cbook._check_and_log_subprocess( [texcommand, "-interaction=nonstopmode", "-halt-on-error", - tex_source], + "-no-shell-escape", tex_source], _log, cwd=tmpdir) shutil.move(tex_source.with_suffix(".pdf"), self._output_name) diff --git a/lib/matplotlib/backends/backend_ps.py b/lib/matplotlib/backends/backend_ps.py index 66164d4d270e..b7fbbf59d778 100644 --- a/lib/matplotlib/backends/backend_ps.py +++ b/lib/matplotlib/backends/backend_ps.py @@ -1256,8 +1256,9 @@ def _convert_psfrags(tmppath, psfrags, paper_width, paper_height, orientation): with TemporaryDirectory() as tmpdir: psfile = os.path.join(tmpdir, "tmp.ps") + # -R1 is a security flag used to prevent shell command execution cbook._check_and_log_subprocess( - ['dvips', '-q', '-R0', '-o', psfile, dvifile], _log) + ['dvips', '-q', '-R1', '-o', psfile, dvifile], _log) shutil.move(psfile, tmppath) # check if the dvips created a ps in landscape paper. Somehow, @@ -1301,7 +1302,7 @@ def gs_distill(tmpfile, eps=False, ptype='letter', bbox=None, rotated=False): cbook._check_and_log_subprocess( [mpl._get_executable_info("gs").executable, - "-dBATCH", "-dNOPAUSE", "-r%d" % dpi, "-sDEVICE=ps2write", + "-dBATCH", "-dNOPAUSE", "-dSAFER", "-r%d" % dpi, "-sDEVICE=ps2write", *paper_option, f"-sOutputFile={psfile}", tmpfile], _log) @@ -1345,6 +1346,7 @@ def xpdf_distill(tmpfile, eps=False, ptype='letter', bbox=None, rotated=False): # happy (https://ghostscript.com/doc/9.56.1/Use.htm#MS_Windows). cbook._check_and_log_subprocess( ["ps2pdf", + "-dSAFER", "-dAutoFilterColorImages#false", "-dAutoFilterGrayImages#false", "-sAutoRotatePages#None", diff --git a/lib/matplotlib/testing/__init__.py b/lib/matplotlib/testing/__init__.py index a838a6b09b32..febe28ae4185 100644 --- a/lib/matplotlib/testing/__init__.py +++ b/lib/matplotlib/testing/__init__.py @@ -196,7 +196,8 @@ def _check_for_pgf(texsystem): """, encoding="utf-8") try: subprocess.check_call( - [texsystem, "-halt-on-error", str(tex_path)], cwd=tmpdir, + [texsystem, "-halt-on-error", "-no-shell-escape", + str(tex_path)], cwd=tmpdir, stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL) except (OSError, subprocess.CalledProcessError): return False diff --git a/lib/matplotlib/tests/test_dviread.py b/lib/matplotlib/tests/test_dviread.py index 33fe9bb150d2..8c2ab203d17f 100644 --- a/lib/matplotlib/tests/test_dviread.py +++ b/lib/matplotlib/tests/test_dviread.py @@ -69,9 +69,9 @@ def test_dviread(tmp_path, engine, monkeypatch): shutil.copy(dirpath / "test.tex", tmp_path) shutil.copy(cbook._get_data_path("fonts/ttf/DejaVuSans.ttf"), tmp_path) cmd, fmt = { - "pdflatex": (["latex"], "dvi"), - "xelatex": (["xelatex", "-no-pdf"], "xdv"), - "lualatex": (["lualatex", "-output-format=dvi"], "dvi"), + "pdflatex": (["latex", "-no-shell-escape"], "dvi"), + "xelatex": (["xelatex", "-no-pdf", "-no-shell-escape"], "xdv"), + "lualatex": (["lualatex", "-output-format=dvi", "-no-shell-escape"], "dvi"), }[engine] if shutil.which(cmd[0]) is None: pytest.skip(f"{cmd[0]} is not available") @@ -119,7 +119,8 @@ def test_dviread_pk(tmp_path): \end{document} """) subprocess_run_for_testing( - ["latex", "test.tex"], cwd=tmp_path, check=True, capture_output=True) + ["latex", "-no-shell-escape", "test.tex"], + cwd=tmp_path, check=True, capture_output=True) with dr.Dvi(tmp_path / "test.dvi", None) as dvi: pages = [*dvi] data = [ diff --git a/lib/matplotlib/texmanager.py b/lib/matplotlib/texmanager.py index 35651a94aa85..58263088531a 100644 --- a/lib/matplotlib/texmanager.py +++ b/lib/matplotlib/texmanager.py @@ -299,8 +299,8 @@ def make_dvi(cls, tex, fontsize): Path(tmpdir, "file.tex").write_text( cls._get_tex_source(tex, fontsize), encoding='utf-8') cls._run_checked_subprocess( - ["latex", "-interaction=nonstopmode", "--halt-on-error", - "file.tex"], tex, cwd=tmpdir) + ["latex", "-interaction=nonstopmode", "-halt-on-error", + "-no-shell-escape", "file.tex"], tex, cwd=tmpdir) Path(tmpdir, "file.dvi").replace(dvipath) # Also move the tex source to the main cache directory, but # only for backcompat. From 545f974ad8ed83ca7d828eacb3d9e998b5959e7f Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Thu, 12 Mar 2026 20:04:57 -0600 Subject: [PATCH 325/329] Restrict webagg toolbar events to the actual toolbar items --- .../backends/backend_webagg_core.py | 7 ++++-- lib/matplotlib/tests/test_backend_webagg.py | 23 +++++++++++++++++++ 2 files changed, 28 insertions(+), 2 deletions(-) diff --git a/lib/matplotlib/backends/backend_webagg_core.py b/lib/matplotlib/backends/backend_webagg_core.py index 8062c7eabf4d..0a248903f4fa 100644 --- a/lib/matplotlib/backends/backend_webagg_core.py +++ b/lib/matplotlib/backends/backend_webagg_core.py @@ -349,8 +349,11 @@ def _handle_key(self, event): handle_key_press = handle_key_release = _handle_key def handle_toolbar_button(self, event): - # TODO: Be more suspicious of the input - getattr(self.toolbar, event['name'])() + name = event['name'] + allowed = {item[3] for item in self.toolbar.toolitems if item[3] is not None} + if name not in allowed: + return + getattr(self.toolbar, name)() def handle_refresh(self, event): if self.manager: diff --git a/lib/matplotlib/tests/test_backend_webagg.py b/lib/matplotlib/tests/test_backend_webagg.py index 1d6769494ef9..e45e964a5b10 100644 --- a/lib/matplotlib/tests/test_backend_webagg.py +++ b/lib/matplotlib/tests/test_backend_webagg.py @@ -1,8 +1,12 @@ import os import sys +from unittest.mock import MagicMock import pytest import matplotlib.backends.backend_webagg_core +from matplotlib.backends.backend_webagg_core import ( + FigureCanvasWebAggCore, NavigationToolbar2WebAgg, +) from matplotlib.testing import subprocess_run_for_testing @@ -30,3 +34,22 @@ def test_webagg_fallback(backend): def test_webagg_core_no_toolbar(): fm = matplotlib.backends.backend_webagg_core.FigureManagerWebAgg assert fm._toolbar2_class is None + + +def test_toolbar_button_dispatch_allowlist(): + """Only declared toolbar items should be dispatched.""" + fig = MagicMock() + canvas = FigureCanvasWebAggCore(fig) + canvas.toolbar = MagicMock(spec=NavigationToolbar2WebAgg) + canvas.toolbar.toolitems = NavigationToolbar2WebAgg.toolitems + + # Valid toolbar action should be dispatched. + canvas.handle_toolbar_button({'name': 'home'}) + canvas.toolbar.home.assert_called_once() + + # Invalid names should be silently ignored. + canvas.toolbar.reset_mock() + canvas.handle_toolbar_button({'name': '__init__'}) + canvas.handle_toolbar_button({'name': 'not_a_real_button'}) + # No methods should have been called. + assert canvas.toolbar.method_calls == [] From dff28876bb1a7df2a06cf0fe37ee56b8479bf6ee Mon Sep 17 00:00:00 2001 From: Scott Shambaugh Date: Thu, 12 Mar 2026 20:08:01 -0600 Subject: [PATCH 326/329] Add test verifying Tornado rejects cross-origin WebSocket connections --- lib/matplotlib/tests/test_backend_webagg.py | 24 +++++++++++++++++++++ 1 file changed, 24 insertions(+) diff --git a/lib/matplotlib/tests/test_backend_webagg.py b/lib/matplotlib/tests/test_backend_webagg.py index e45e964a5b10..8a188f140844 100644 --- a/lib/matplotlib/tests/test_backend_webagg.py +++ b/lib/matplotlib/tests/test_backend_webagg.py @@ -53,3 +53,27 @@ def test_toolbar_button_dispatch_allowlist(): canvas.handle_toolbar_button({'name': 'not_a_real_button'}) # No methods should have been called. assert canvas.toolbar.method_calls == [] + + +@pytest.mark.parametrize("host, origin, allowed", [ + ("localhost:8988", "http://localhost:8988", True), + ("localhost:8988", "http://evil.com", False), + ("localhost:8988", "http://127.0.0.1:8988", False), + ("localhost:8988", "http://[::1]:8988", False), + ("127.0.0.1:8988", "http://127.0.0.1:8988", True), + ("127.0.0.1:8988", "http://localhost:8988", False), + ("127.0.0.1:8988", "http://[::1]:8988", False), + ("[::1]:8988", "http://[::1]:8988", True), + ("[::1]:8988", "http://[::2]:8988", False), + ("[::1]:8988", "http://localhost:8988", False), + ("[::1]:8988", "http://evil.com", False), +]) +def test_websocket_rejects_cross_origin(host, origin, allowed): + """Verify Tornado's default check_origin rejects cross-origin requests.""" + pytest.importorskip("tornado") + from matplotlib.backends.backend_webagg import WebAggApplication + + ws = WebAggApplication.WebSocket.__new__(WebAggApplication.WebSocket) + ws.request = MagicMock() + ws.request.headers = {"Host": host} + assert ws.check_origin(origin) is allowed From 81e0be742cfb1dfd208f4b1945f6cb74b3cf7a22 Mon Sep 17 00:00:00 2001 From: Scott Shambaugh <14363975+scottshambaugh@users.noreply.github.com> Date: Thu, 12 Mar 2026 20:40:14 -0600 Subject: [PATCH 327/329] Apply suggestions from code review Co-authored-by: Elliott Sales de Andrade --- lib/matplotlib/backends/backend_webagg_core.py | 8 ++++---- lib/matplotlib/tests/test_backend_webagg.py | 1 + 2 files changed, 5 insertions(+), 4 deletions(-) diff --git a/lib/matplotlib/backends/backend_webagg_core.py b/lib/matplotlib/backends/backend_webagg_core.py index 0a248903f4fa..abd958fb0bcc 100644 --- a/lib/matplotlib/backends/backend_webagg_core.py +++ b/lib/matplotlib/backends/backend_webagg_core.py @@ -350,10 +350,10 @@ def _handle_key(self, event): def handle_toolbar_button(self, event): name = event['name'] - allowed = {item[3] for item in self.toolbar.toolitems if item[3] is not None} - if name not in allowed: - return - getattr(self.toolbar, name)() + for item in self.toolbar.toolitems: + if item[3] is not None and name == item[3]: + getattr(self.toolbar, name)() + break def handle_refresh(self, event): if self.manager: diff --git a/lib/matplotlib/tests/test_backend_webagg.py b/lib/matplotlib/tests/test_backend_webagg.py index 8a188f140844..c63534ad20e3 100644 --- a/lib/matplotlib/tests/test_backend_webagg.py +++ b/lib/matplotlib/tests/test_backend_webagg.py @@ -1,6 +1,7 @@ import os import sys from unittest.mock import MagicMock + import pytest import matplotlib.backends.backend_webagg_core From 69ca92281901bb9129d184854dd0a085e118c353 Mon Sep 17 00:00:00 2001 From: Amisha Mehta <115501608+amishamehta99@users.noreply.github.com> Date: Fri, 13 Mar 2026 08:26:55 +0530 Subject: [PATCH 328/329] DOC: Fix rendering of quiver documentation (#31252) --- lib/matplotlib/quiver.py | 13 +++++-------- 1 file changed, 5 insertions(+), 8 deletions(-) diff --git a/lib/matplotlib/quiver.py b/lib/matplotlib/quiver.py index f7af947e68c8..da1e85950933 100644 --- a/lib/matplotlib/quiver.py +++ b/lib/matplotlib/quiver.py @@ -27,7 +27,7 @@ import matplotlib.transforms as transforms -_quiver_doc = """ +_quiver_doc = r""" Plot a 2D field of arrows. Call signature:: @@ -138,15 +138,12 @@ The arrow length unit is given by the *scale_units* parameter. scale_units : {'width', 'height', 'dots', 'inches', 'x', 'y', 'xy'}, default: 'width' + The physical image unit, which is used for rendering the scaled arrow data U, V. - The physical image unit, which is used for rendering the scaled arrow data *U*, *V*. - - The rendered arrow length is given by - - length in x direction = $\\frac{u}{\\mathrm{scale}} \\mathrm{scale_unit}$ - - length in y direction = $\\frac{v}{\\mathrm{scale}} \\mathrm{scale_unit}$ + The rendered arrow length is given by: + - length in x direction = :math:`\frac{u}{\mathrm{scale}}\,\mathrm{scale\_unit}` + - length in y direction = :math:`\frac{v}{\mathrm{scale}}\,\mathrm{scale\_unit}` For example, ``(u, v) = (0.5, 0)`` with ``scale=10, scale_units="width"`` results in a horizontal arrow with a length of *0.5 / 10 * "width"*, i.e. 0.05 times the Axes width. From fd14ae5159010efddc720a3cf288dc8e1b56bf30 Mon Sep 17 00:00:00 2001 From: Ruth Comer <10599679+rcomer@users.noreply.github.com> Date: Sun, 15 Mar 2026 16:55:27 +0000 Subject: [PATCH 329/329] DOC: update pandas intersphinx mapping (#31309) --- doc/conf.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/conf.py b/doc/conf.py index dcaac5ad1439..1fec5f632d4e 100644 --- a/doc/conf.py +++ b/doc/conf.py @@ -271,7 +271,7 @@ def autodoc_process_bases(app, name, obj, options, bases): 'dateutil': ('https://dateutil.readthedocs.io/en/stable/', None), 'ipykernel': ('https://ipykernel.readthedocs.io/en/latest/', None), 'numpy': ('https://numpy.org/doc/stable/', None), - 'pandas': ('https://pandas.pydata.org/pandas-docs/stable/', None), + 'pandas': ('https://pandas.pydata.org/docs/', None), 'pytest': ('https://pytest.org/en/stable/', None), 'python': ('https://docs.python.org/3/', None), 'scipy': ('https://docs.scipy.org/doc/scipy/', None),

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a/lib/matplotlib/tests/baseline_images/test_image/image_composite_alpha.svg +++ b/lib/matplotlib/tests/baseline_images/test_image/image_composite_alpha.svg @@ -6,11 +6,11 @@ - 2025-07-10T19:29:50.453941 + 2026-02-03T19:56:08.323770 image/svg+xml - Matplotlib v3.11.0.dev1075+g945334b731, https://matplotlib.org/ + Matplotlib v3.11.0.dev1757+g00c32c31d, https://matplotlib.org/ @@ -39,7 +39,7 @@ z 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