From d26829d43890140042edc813f7438823085e418b Mon Sep 17 00:00:00 2001 From: Sonja Stockhaus Date: Tue, 4 Feb 2025 21:42:41 +0100 Subject: [PATCH 01/16] use datashader span arg, fix image single channel with norm rendering --- src/spatialdata_plot/pl/render.py | 40 +++++++++++++++++++++---------- src/spatialdata_plot/pl/utils.py | 3 +++ 2 files changed, 31 insertions(+), 12 deletions(-) diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index 8f392844..f111eafa 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -549,18 +549,26 @@ def _render_points( else: agg = cvs.points(transformed_element, "x", "y", agg=ds.count()) + ds_span = None if norm.vmin is not None or norm.vmax is not None: norm.vmin = np.min(agg) if norm.vmin is None else norm.vmin norm.vmax = np.max(agg) if norm.vmax is None else norm.vmax - norm.clip = True # NOTE: mpl currently behaves like clip is always True + ds_span = [norm.vmin, norm.vmax] if norm.vmin == norm.vmax: - # data is mapped to 0 - agg = agg - agg - else: - agg = (agg - norm.vmin) / (norm.vmax - norm.vmin) if norm.clip: - agg = np.maximum(agg, 0) - agg = np.minimum(agg, 1) + # all data is mapped to 0 + agg = agg - agg + else: + # values equal to norm.vmin are mapped to 0, the rest to -1 or 1 + agg = agg.where((agg >= norm.vmin) | (np.isnan(agg)), other=-1) + agg = agg.where((agg <= norm.vmin) | (np.isnan(agg)), other=1) + agg = agg.where((agg != norm.vmin) | (np.isnan(agg)), other=0) + ds_span = [-1, 1] + # else: + # agg = (agg - norm.vmin) / (norm.vmax - norm.vmin) + # if norm.clip: + # agg = np.maximum(agg, 0) + # agg = np.minimum(agg, 1) color_key = ( list(color_vector.categories.values) @@ -602,6 +610,7 @@ def _render_points( agg, cmap=ds_cmap, how="linear", + span=ds_span, ) rgba_image, trans_data = _create_image_from_datashader_result(ds_result, factor, ax) @@ -619,8 +628,12 @@ def _render_points( vmin = aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin vmax = aggregate_with_reduction[1].values if norm.vmax is None else norm.vmax if (norm.vmin is not None or norm.vmax is not None) and norm.vmin == norm.vmax: - vmin = norm.vmin - vmax = norm.vmin + 1 + if norm.clip: + vmin = norm.vmin + vmax = norm.vmin + 1 + else: + vmin = norm.vmin - 0.5 + vmax = norm.vmin + 0.5 cax = ScalarMappable( norm=matplotlib.colors.Normalize(vmin=vmin, vmax=vmax), cmap=render_params.cmap_params.cmap, @@ -744,8 +757,9 @@ def _render_images( if n_channels == 1 and not isinstance(render_params.cmap_params, list): layer = img.sel(c=channels[0]).squeeze() if isinstance(channels[0], str) else img.isel(c=channels[0]).squeeze() - if render_params.cmap_params.norm: # type: ignore[attr-defined] - layer = render_params.cmap_params.norm(layer) # type: ignore[attr-defined] + # TODO: remove, pushed norm to imshow() + # if render_params.cmap_params.norm: # type: ignore[attr-defined] + # layer = render_params.cmap_params.norm(layer) # type: ignore[attr-defined] cmap = ( _get_linear_colormap(palette, "k")[0] @@ -757,7 +771,9 @@ def _render_images( cmap._init() cmap._lut[:, -1] = render_params.alpha - _ax_show_and_transform(layer, trans_data, ax, cmap=cmap, zorder=render_params.zorder) + _ax_show_and_transform( + layer, trans_data, ax, cmap=cmap, zorder=render_params.zorder, norm=render_params.cmap_params.norm + ) if legend_params.colorbar: sm = plt.cm.ScalarMappable(cmap=cmap, norm=render_params.cmap_params.norm) diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index 2fe377cc..a2861a9a 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -1982,6 +1982,7 @@ def _ax_show_and_transform( cmap: ListedColormap | LinearSegmentedColormap | None = None, zorder: int = 0, extent: list[float] | None = None, + norm: Normalize | None = None, ) -> matplotlib.image.AxesImage: # default extent in mpl: image_extent = [-0.5, array.shape[1] - 0.5, array.shape[0] - 0.5, -0.5] @@ -2004,6 +2005,7 @@ def _ax_show_and_transform( alpha=alpha, zorder=zorder, extent=tuple(image_extent), + norm=norm, ) im.set_transform(trans_data) else: @@ -2012,6 +2014,7 @@ def _ax_show_and_transform( cmap=cmap, zorder=zorder, extent=tuple(image_extent), + norm=norm, ) im.set_transform(trans_data) return im From 760f5c78f0e9a613f1478c1b06b08fabf89720cc Mon Sep 17 00:00:00 2001 From: Sonja Stockhaus Date: Mon, 10 Feb 2025 21:03:34 +0100 Subject: [PATCH 02/16] update upload-artifact action to v4 --- .github/workflows/test.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml index e0b23ba7..6cd3250e 100644 --- a/.github/workflows/test.yaml +++ b/.github/workflows/test.yaml @@ -59,7 +59,7 @@ jobs: pytest -v --cov --color=yes --cov-report=xml - name: Archive figures generated during testing if: always() - uses: actions/upload-artifact@v3 + uses: actions/upload-artifact@v4 with: name: visual_test_results_${{ 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zpx|D1anJ_x3%NONH8l~eiZ=V?KBdY~)IK}w+!Mz50C<3z#olNyg4yC^vhL2Eu_y|H zqB#x7W|IljxdcoEP%>3ZfmMNSPl+`Bk<>H?8;J&|KC#9MJVC1R?td;RMF36`u=X0D z4{F7-Rx@ebmpmK$i5$*g^v6IuiGjzOP3nl#69Rs$rq(mz)JiB+s=A}1VF)=&HIUkhV@R+( z*&yG#%LQR7)zx|V;k?b7@z;@h-z}8QKIiuM7H*Mv4lI)j&htgyXkk11LnYna4jCe{ z{SNl!5jY(UmF4=)Gm^oO>r7L^`PJc%kg32kA3}4}?9#=*N`EgE}8SRAAn9HkT2#2RNJB8(Fd57VrDR8Z0)*DN>+UV zcOm`T!-Gs?MtJ;ngO9)TjbG6{%X5x0bbegwB@O?N8$PeL9O4Ws ztO2Wb6T%mS0(mb)#r~h8ZniN*pX}jh`sd3_GViV0w1eFa3NY}u&-&1w63f%q{|mng BxV8WQ From 744c4466e5a73c2543af98195d20b0d1730ba198 Mon Sep 17 00:00:00 2001 From: Sonja Stockhaus Date: Mon, 17 Feb 2025 22:25:13 +0100 Subject: [PATCH 04/16] fix datashader behavior for points and shapes when clip=False --- src/spatialdata_plot/pl/render.py | 65 +++++++++++++++++++++---------- src/spatialdata_plot/pl/utils.py | 46 +++++++++++++++++++++- 2 files changed, 89 insertions(+), 22 deletions(-) diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index f111eafa..da441ac6 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -37,6 +37,7 @@ _ax_show_and_transform, _create_image_from_datashader_result, _datashader_aggregate_with_function, + _datashader_shade, _datshader_get_how_kw_for_spread, _decorate_axs, _get_collection_shape, @@ -227,18 +228,21 @@ def _render_shapes( line_width=render_params.outline_params.linewidth, ) + ds_span = None if norm.vmin is not None or norm.vmax is not None: norm.vmin = np.min(agg) if norm.vmin is None else norm.vmin norm.vmax = np.max(agg) if norm.vmax is None else norm.vmax - norm.clip = True # NOTE: mpl currently behaves like clip is always True + ds_span = [norm.vmin, norm.vmax] if norm.vmin == norm.vmax: - # data is mapped to 0 - agg = agg - agg - else: - agg = (agg - norm.vmin) / (norm.vmax - norm.vmin) if norm.clip: - agg = np.maximum(agg, 0) - agg = np.minimum(agg, 1) + # all data is mapped to 0 + agg = agg - agg + else: + # values equal to norm.vmin are mapped to 0, the rest to -1 or 1 + agg = agg.where((agg >= norm.vmin) | (np.isnan(agg)), other=-1) + agg = agg.where((agg <= norm.vmin) | (np.isnan(agg)), other=1) + agg = agg.where((agg != norm.vmin) | (np.isnan(agg)), other=0) + ds_span = [-1, 1] color_key = ( [x[:-2] for x in color_vector.categories.values] @@ -254,12 +258,18 @@ def _render_shapes( if isinstance(ds_cmap, str) and ds_cmap[0] == "#": ds_cmap = ds_cmap[:-2] - ds_result = ds.tf.shade( + # ds_result = ds.tf.shade( + # agg, + # cmap=ds_cmap, + # color_key=color_key, + # min_alpha=np.min([254, render_params.fill_alpha * 255]), + # how="linear", + # ) + ds_result = _datashader_shade( agg, cmap=ds_cmap, color_key=color_key, min_alpha=np.min([254, render_params.fill_alpha * 255]), - how="linear", ) elif aggregate_with_reduction is not None: # to shut up mypy ds_cmap = render_params.cmap_params.cmap @@ -270,11 +280,19 @@ def _render_shapes( ds_cmap = matplotlib.colors.to_hex(render_params.cmap_params.cmap(0.0), keep_alpha=False) aggregate_with_reduction = (aggregate_with_reduction[0], aggregate_with_reduction[0] + 1) - ds_result = ds.tf.shade( + # ds_result = ds.tf.shade( + # agg, + # cmap=ds_cmap, + # how="linear", + # min_alpha=np.min([254, render_params.fill_alpha * 255]), + # span=ds_span, + # ) + ds_result = _datashader_shade( agg, cmap=ds_cmap, - how="linear", min_alpha=np.min([254, render_params.fill_alpha * 255]), + span=ds_span, + clip=norm.clip, ) # shade outlines if needed @@ -564,11 +582,6 @@ def _render_points( agg = agg.where((agg <= norm.vmin) | (np.isnan(agg)), other=1) agg = agg.where((agg != norm.vmin) | (np.isnan(agg)), other=0) ds_span = [-1, 1] - # else: - # agg = (agg - norm.vmin) / (norm.vmax - norm.vmin) - # if norm.clip: - # agg = np.maximum(agg, 0) - # agg = np.minimum(agg, 1) color_key = ( list(color_vector.categories.values) @@ -586,12 +599,18 @@ def _render_points( color_vector = np.asarray([x[:-2] for x in color_vector]) if color_by_categorical or col_for_color is None: - ds_result = ds.tf.shade( + # ds_result = ds.tf.shade( + # ds.tf.spread(agg, px=px), + # cmap=color_vector[0], + # color_key=color_key, + # min_alpha=np.min([254, render_params.alpha * 255]), + # how="linear", + # ) + ds_result = _datashader_shade( ds.tf.spread(agg, px=px), cmap=color_vector[0], color_key=color_key, min_alpha=np.min([254, render_params.alpha * 255]), - how="linear", ) else: spread_how = _datshader_get_how_kw_for_spread(render_params.ds_reduction) @@ -606,11 +625,17 @@ def _render_points( ds_cmap = matplotlib.colors.to_hex(render_params.cmap_params.cmap(0.0), keep_alpha=False) aggregate_with_reduction = (aggregate_with_reduction[0], aggregate_with_reduction[0] + 1) - ds_result = ds.tf.shade( + # ds_result = ds.tf.shade( + # agg, + # cmap=ds_cmap, + # how="linear", + # span=ds_span, + # ) + ds_result = _datashader_shade( agg, cmap=ds_cmap, - how="linear", span=ds_span, + clip=norm.clip, ) rgba_image, trans_data = _create_image_from_datashader_result(ds_result, factor, ax) diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index a2861a9a..a252068b 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -2079,10 +2079,10 @@ def _get_extent_and_range_for_datashader_canvas( def _create_image_from_datashader_result( - ds_result: ds.transfer_functions.Image, factor: float, ax: Axes + ds_result: ds.transfer_functions.Image | np.ndarray[Any, np.dtype[np.uint8]], factor: float, ax: Axes ) -> tuple[MaskedArray[tuple[int, ...], Any], matplotlib.transforms.Transform]: # create SpatialImage from datashader output to get it back to original size - rgba_image_data = ds_result.to_numpy().base + rgba_image_data = ds_result.copy() if isinstance(ds_result, np.ndarray) else ds_result.to_numpy().base rgba_image_data = np.transpose(rgba_image_data, (2, 0, 1)) rgba_image = Image2DModel.parse( rgba_image_data, @@ -2243,3 +2243,45 @@ def _get_transformation_matrix_for_datashader( tm = tm @ _get_datashader_trans_matrix_of_single_element(x) return tm return _get_datashader_trans_matrix_of_single_element(trans) + + +def _datashader_shade( + agg: DataArray, + cmap: str | list[str] | ListedColormap, + color_key: None | list[str] = None, # TODO: set to ds default? + min_alpha: float = 40, + span: None | list[float] = None, + clip: bool = True, +) -> ds.tf.Image | np.ndarray[Any, np.dtype[np.uint8]]: + """If necessary (norm.clip=False), split shading in 3 parts and in the end, stack results.""" + if not clip and isinstance(cmap, Colormap) and span is not None: + agg_in = agg.where((agg >= span[0]) & (agg <= span[1])) + img_in = ds.tf.shade( + agg_in, + cmap=cmap, + span=(span[0], span[1]), + how="linear", + color_key=color_key, + min_alpha=min_alpha, + ) + + agg_under = agg.where(agg < span[0]) + img_under = ds.tf.shade( + agg_under, cmap=[to_hex(cmap.get_under())[:7]], min_alpha=min_alpha, color_key=color_key + ) + + agg_over = agg.where(agg > span[1]) + img_over = ds.tf.shade(agg_over, cmap=[to_hex(cmap.get_over())[:7]], min_alpha=min_alpha, color_key=color_key) + + # stack the 3 arrays manually: go from under, through in to over and always overlay the values where alpha=0 + stack = img_under.to_numpy().base + if stack is None: + stack = img_in.to_numpy().base + else: + stack[stack[:, :, 3] == 0] = img_in.to_numpy().base[stack[:, :, 3] == 0] + img_over = img_over.to_numpy().base + if img_over is not None: + stack[stack[:, :, 3] == 0] = img_over[stack[:, :, 3] == 0] + return stack + + return ds.tf.shade(agg, cmap=cmap, color_key=color_key, min_alpha=min_alpha, span=span, how="linear") From 64857a9c6705b871a41acddd25d320f32cfd67a7 Mon Sep 17 00:00:00 2001 From: Sonja Stockhaus Date: Tue, 18 Feb 2025 21:47:47 +0100 Subject: [PATCH 05/16] add/modify tests for norm --- src/spatialdata_plot/pl/render.py | 31 --------------------- src/spatialdata_plot/pl/utils.py | 2 +- tests/pl/test_render_images.py | 14 +++++++--- tests/pl/test_render_labels.py | 17 ++++++++++++ tests/pl/test_render_points.py | 41 +++++++++++++++++++++++++++ tests/pl/test_render_shapes.py | 46 +++++++++++++++++++++++++++++++ 6 files changed, 115 insertions(+), 36 deletions(-) diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index da441ac6..881a50b6 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -258,13 +258,6 @@ def _render_shapes( if isinstance(ds_cmap, str) and ds_cmap[0] == "#": ds_cmap = ds_cmap[:-2] - # ds_result = ds.tf.shade( - # agg, - # cmap=ds_cmap, - # color_key=color_key, - # min_alpha=np.min([254, render_params.fill_alpha * 255]), - # how="linear", - # ) ds_result = _datashader_shade( agg, cmap=ds_cmap, @@ -280,13 +273,6 @@ def _render_shapes( ds_cmap = matplotlib.colors.to_hex(render_params.cmap_params.cmap(0.0), keep_alpha=False) aggregate_with_reduction = (aggregate_with_reduction[0], aggregate_with_reduction[0] + 1) - # ds_result = ds.tf.shade( - # agg, - # cmap=ds_cmap, - # how="linear", - # min_alpha=np.min([254, render_params.fill_alpha * 255]), - # span=ds_span, - # ) ds_result = _datashader_shade( agg, cmap=ds_cmap, @@ -599,13 +585,6 @@ def _render_points( color_vector = np.asarray([x[:-2] for x in color_vector]) if color_by_categorical or col_for_color is None: - # ds_result = ds.tf.shade( - # ds.tf.spread(agg, px=px), - # cmap=color_vector[0], - # color_key=color_key, - # min_alpha=np.min([254, render_params.alpha * 255]), - # how="linear", - # ) ds_result = _datashader_shade( ds.tf.spread(agg, px=px), cmap=color_vector[0], @@ -625,12 +604,6 @@ def _render_points( ds_cmap = matplotlib.colors.to_hex(render_params.cmap_params.cmap(0.0), keep_alpha=False) aggregate_with_reduction = (aggregate_with_reduction[0], aggregate_with_reduction[0] + 1) - # ds_result = ds.tf.shade( - # agg, - # cmap=ds_cmap, - # how="linear", - # span=ds_span, - # ) ds_result = _datashader_shade( agg, cmap=ds_cmap, @@ -782,10 +755,6 @@ def _render_images( if n_channels == 1 and not isinstance(render_params.cmap_params, list): layer = img.sel(c=channels[0]).squeeze() if isinstance(channels[0], str) else img.isel(c=channels[0]).squeeze() - # TODO: remove, pushed norm to imshow() - # if render_params.cmap_params.norm: # type: ignore[attr-defined] - # layer = render_params.cmap_params.norm(layer) # type: ignore[attr-defined] - cmap = ( _get_linear_colormap(palette, "k")[0] if isinstance(palette, list) and all(isinstance(p, str) for p in palette) diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index a252068b..1d977909 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -2248,7 +2248,7 @@ def _get_transformation_matrix_for_datashader( def _datashader_shade( agg: DataArray, cmap: str | list[str] | ListedColormap, - color_key: None | list[str] = None, # TODO: set to ds default? + color_key: None | list[str] = None, min_alpha: float = 40, span: None | list[float] = None, clip: bool = True, diff --git a/tests/pl/test_render_images.py b/tests/pl/test_render_images.py index c4e43977..410707e4 100644 --- a/tests/pl/test_render_images.py +++ b/tests/pl/test_render_images.py @@ -67,12 +67,18 @@ def test_plot_can_render_two_channels_str_from_multiscale_image(self, sdata_blob sdata_blobs_str.pl.render_images(element="blobs_multiscale_image", channel=["c1", "c2"]).pl.show() def test_plot_can_pass_normalize_clip_True(self, sdata_blobs: SpatialData): - norm = Normalize(vmin=0, vmax=0.4, clip=True) - sdata_blobs.pl.render_images(element="blobs_image", channel=0, norm=norm).pl.show() + norm = Normalize(vmin=0.1, vmax=0.5, clip=True) + cmap = matplotlib.colormaps["viridis"] + cmap.set_under("black") + cmap.set_over("grey") + sdata_blobs.pl.render_images(element="blobs_image", channel=0, norm=norm, cmap=cmap).pl.show() def test_plot_can_pass_normalize_clip_False(self, sdata_blobs: SpatialData): - norm = Normalize(vmin=0, vmax=0.4, clip=False) - sdata_blobs.pl.render_images(element="blobs_image", channel=0, norm=norm).pl.show() + norm = Normalize(vmin=0.1, vmax=0.5, clip=False) + cmap = matplotlib.colormaps["viridis"] + cmap.set_under("black") + cmap.set_over("grey") + sdata_blobs.pl.render_images(element="blobs_image", channel=0, norm=norm, cmap=cmap).pl.show() def test_plot_can_pass_color_to_single_channel(self, sdata_blobs: SpatialData): sdata_blobs.pl.render_images(element="blobs_image", channel=1, palette="red").pl.show() diff --git a/tests/pl/test_render_labels.py b/tests/pl/test_render_labels.py index 1e609f83..fbb9bef9 100644 --- a/tests/pl/test_render_labels.py +++ b/tests/pl/test_render_labels.py @@ -6,6 +6,7 @@ import pytest import scanpy as sc from anndata import AnnData +from matplotlib.colors import Normalize from spatial_image import to_spatial_image from spatialdata import SpatialData, deepcopy, get_element_instances from spatialdata.models import TableModel @@ -233,3 +234,19 @@ def _make_tablemodel_with_categorical_labels(self, sdata_blobs, labels_name: str ) sdata_blobs["other_table"] = table sdata_blobs["other_table"].obs["category"] = sdata_blobs["other_table"].obs["category"].astype("category") + + def test_plot_can_color_with_norm_and_clipping(self, sdata_blobs: SpatialData): + cmap = matplotlib.colormaps["viridis"] + cmap.set_under("black") + cmap.set_over("grey") + sdata_blobs.pl.render_labels( + "blobs_labels", color="channel_0_sum", norm=Normalize(400, 1000, clip=True), cmap=cmap + ).pl.show() + + def test_plot_can_color_with_norm_no_clipping(self, sdata_blobs: SpatialData): + cmap = matplotlib.colormaps["viridis"] + cmap.set_under("black") + cmap.set_over("grey") + sdata_blobs.pl.render_labels( + "blobs_labels", color="channel_0_sum", norm=Normalize(400, 1000, clip=False), cmap=cmap + ).pl.show() diff --git a/tests/pl/test_render_points.py b/tests/pl/test_render_points.py index f1ae56aa..4eb4cc34 100644 --- a/tests/pl/test_render_points.py +++ b/tests/pl/test_render_points.py @@ -7,6 +7,7 @@ import pandas as pd import scanpy as sc from anndata import AnnData +from matplotlib.colors import Normalize from spatialdata import SpatialData, deepcopy from spatialdata.models import PointsModel, TableModel from spatialdata.transformations import Affine, Identity, MapAxis, Scale, Sequence, Translation @@ -224,3 +225,43 @@ def test_plot_datashader_can_transform_points(self, sdata_blobs: SpatialData): _set_transformations(sdata_blobs["blobs_points"], {"global": seq}) sdata_blobs.pl.render_points("blobs_points", method="datashader", color="black", size=5).pl.show() + + def test_plot_can_use_norm_with_clip(self, sdata_blobs: SpatialData): + cmap = matplotlib.colormaps["viridis"] + cmap.set_under("black") + cmap.set_over("grey") + sdata_blobs.pl.render_points(color="instance_id", size=40, norm=Normalize(3, 7, clip=True), cmap=cmap).pl.show() + + def test_plot_can_use_norm_without_clip(self, sdata_blobs: SpatialData): + cmap = matplotlib.colormaps["viridis"] + cmap.set_under("black") + cmap.set_over("grey") + sdata_blobs.pl.render_points( + color="instance_id", size=40, norm=Normalize(3, 7, clip=False), cmap=cmap + ).pl.show() + + def test_plot_datashader_can_use_norm_with_clip(self, sdata_blobs: SpatialData): + cmap = matplotlib.colormaps["viridis"] + cmap.set_under("black") + cmap.set_over("grey") + sdata_blobs.pl.render_points( + color="instance_id", + size=40, + norm=Normalize(3, 7, clip=True), + cmap=cmap, + method="datashader", + datashader_reduction="max", + ).pl.show() + + def test_plot_datashader_can_use_norm_without_clip(self, sdata_blobs: SpatialData): + cmap = matplotlib.colormaps["viridis"] + cmap.set_under("black") + cmap.set_over("grey") + sdata_blobs.pl.render_points( + color="instance_id", + size=40, + norm=Normalize(3, 7, clip=False), + cmap=cmap, + method="datashader", + datashader_reduction="max", + ).pl.show() diff --git a/tests/pl/test_render_shapes.py b/tests/pl/test_render_shapes.py index dcc24fac..8f264bf1 100644 --- a/tests/pl/test_render_shapes.py +++ b/tests/pl/test_render_shapes.py @@ -455,3 +455,49 @@ def test_plot_can_do_non_matching_table(self, sdata_blobs: SpatialData): sdata_blobs["new_table"] = table_shapes sdata_blobs.pl.render_shapes("blobs_circles", color="instance_id").pl.show() + + def test_plot_can_color_with_norm_no_clipping(self, sdata_blobs: SpatialData): + blob = deepcopy(sdata_blobs) + blob["table"].obs["region"] = "blobs_polygons" + blob["table"].uns["spatialdata_attrs"]["region"] = "blobs_polygons" + blob.shapes["blobs_polygons"]["value"] = [1, 2, 3, 4, 5] + cmap = matplotlib.colormaps["viridis"] + cmap.set_under("black") + cmap.set_over("grey") + blob.pl.render_shapes( + element="blobs_polygons", color="value", norm=Normalize(2, 4, clip=False), cmap=cmap + ).pl.show() + + def test_plot_datashader_can_color_with_norm_and_clipping(self, sdata_blobs: SpatialData): + blob = deepcopy(sdata_blobs) + blob["table"].obs["region"] = "blobs_polygons" + blob["table"].uns["spatialdata_attrs"]["region"] = "blobs_polygons" + blob.shapes["blobs_polygons"]["value"] = [1, 2, 3, 4, 5] + cmap = matplotlib.colormaps["viridis"] + cmap.set_under("black") + cmap.set_over("grey") + blob.pl.render_shapes( + element="blobs_polygons", + color="value", + norm=Normalize(2, 4, clip=True), + cmap=cmap, + method="datashader", + datashader_reduction="max", + ).pl.show() + + def test_plot_datashader_can_color_with_norm_no_clipping(self, sdata_blobs: SpatialData): + blob = deepcopy(sdata_blobs) + blob["table"].obs["region"] = "blobs_polygons" + blob["table"].uns["spatialdata_attrs"]["region"] = "blobs_polygons" + blob.shapes["blobs_polygons"]["value"] = [1, 2, 3, 4, 5] + cmap = matplotlib.colormaps["viridis"] + cmap.set_under("black") + cmap.set_over("grey") + blob.pl.render_shapes( + element="blobs_polygons", + color="value", + norm=Normalize(2, 4, clip=False), + cmap=cmap, + method="datashader", + datashader_reduction="max", + ).pl.show() From ee0efda849c5be8600afa0b37261431be68f5f92 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 18 Feb 2025 20:50:29 +0000 Subject: [PATCH 06/16] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- tests/pl/test_render_labels.py | 2 +- tests/pl/test_render_points.py | 2 +- tests/pl/test_render_shapes.py | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/tests/pl/test_render_labels.py b/tests/pl/test_render_labels.py index 6e87ca2e..0516293e 100644 --- a/tests/pl/test_render_labels.py +++ b/tests/pl/test_render_labels.py @@ -250,7 +250,7 @@ def test_plot_can_color_with_norm_no_clipping(self, sdata_blobs: SpatialData): sdata_blobs.pl.render_labels( "blobs_labels", color="channel_0_sum", norm=Normalize(400, 1000, clip=False), cmap=cmap ).pl.show() - + def test_plot_can_annotate_labels_with_table_layer(self, sdata_blobs: SpatialData): sdata_blobs["table"].layers["normalized"] = RNG.random(sdata_blobs["table"].X.shape) sdata_blobs.pl.render_labels("blobs_labels", color="channel_0_sum", table_layer="normalized").pl.show() diff --git a/tests/pl/test_render_points.py b/tests/pl/test_render_points.py index fe525cf1..0691a50d 100644 --- a/tests/pl/test_render_points.py +++ b/tests/pl/test_render_points.py @@ -265,7 +265,7 @@ def test_plot_datashader_can_use_norm_without_clip(self, sdata_blobs: SpatialDat method="datashader", datashader_reduction="max", ).pl.show() - + def test_plot_can_annotate_points_with_table_obs(self, sdata_blobs: SpatialData): nrows, ncols = 200, 3 feature_matrix = RNG.random((nrows, ncols)) diff --git a/tests/pl/test_render_shapes.py b/tests/pl/test_render_shapes.py index f4c513a8..439281ea 100644 --- a/tests/pl/test_render_shapes.py +++ b/tests/pl/test_render_shapes.py @@ -501,7 +501,7 @@ def test_plot_datashader_can_color_with_norm_no_clipping(self, sdata_blobs: Spat method="datashader", datashader_reduction="max", ).pl.show() - + def test_plot_can_annotate_shapes_with_table_layer(self, sdata_blobs: SpatialData): nrows, ncols = 5, 3 feature_matrix = RNG.random((nrows, ncols)) From f36ea13f33aa80b326f4f280500ca363b3e9707a Mon Sep 17 00:00:00 2001 From: Sonja Stockhaus Date: Tue, 18 Feb 2025 22:10:21 +0100 Subject: [PATCH 07/16] update test images --- .../Images_can_pass_normalize_clip_False.png | Bin 97692 -> 78454 bytes .../Images_can_pass_normalize_clip_True.png | Bin 95369 -> 68170 bytes ...abels_can_color_with_norm_and_clipping.png | Bin 0 -> 33339 bytes ...Labels_can_color_with_norm_no_clipping.png | Bin 0 -> 34882 bytes .../_images/Points_can_use_norm_with_clip.png | Bin 0 -> 43792 bytes .../Points_can_use_norm_without_clip.png | Bin 0 -> 43313 bytes ...ints_datashader_can_use_norm_with_clip.png | Bin 0 -> 44202 bytes ...s_datashader_can_use_norm_without_clip.png | Bin 0 -> 43637 bytes ...Shapes_can_color_with_norm_no_clipping.png | Bin 0 -> 23267 bytes ...hader_can_color_with_norm_and_clipping.png | Bin 0 -> 23153 bytes ...shader_can_color_with_norm_no_clipping.png | Bin 0 -> 23098 bytes 11 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 tests/_images/Labels_can_color_with_norm_and_clipping.png create mode 100644 tests/_images/Labels_can_color_with_norm_no_clipping.png create mode 100644 tests/_images/Points_can_use_norm_with_clip.png create mode 100644 tests/_images/Points_can_use_norm_without_clip.png create mode 100644 tests/_images/Points_datashader_can_use_norm_with_clip.png create mode 100644 tests/_images/Points_datashader_can_use_norm_without_clip.png create mode 100644 tests/_images/Shapes_can_color_with_norm_no_clipping.png create mode 100644 tests/_images/Shapes_datashader_can_color_with_norm_and_clipping.png create mode 100644 tests/_images/Shapes_datashader_can_color_with_norm_no_clipping.png diff --git a/tests/_images/Images_can_pass_normalize_clip_False.png 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b/src/spatialdata_plot/pl/render.py index f2ee699e..9324ca1c 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -236,15 +236,14 @@ def _render_shapes( norm.vmax = np.max(agg) if norm.vmax is None else norm.vmax ds_span = [norm.vmin, norm.vmax] if norm.vmin == norm.vmax: + # edge case, value vmin is rendered as the middle of the cmap + ds_span = [0, 1] if norm.clip: - # all data is mapped to 0 - agg = agg - agg + agg = (agg - agg) + 0.5 else: - # values equal to norm.vmin are mapped to 0, the rest to -1 or 1 agg = agg.where((agg >= norm.vmin) | (np.isnan(agg)), other=-1) - agg = agg.where((agg <= norm.vmin) | (np.isnan(agg)), other=1) - agg = agg.where((agg != norm.vmin) | (np.isnan(agg)), other=0) - ds_span = [-1, 1] + agg = agg.where((agg <= norm.vmin) | (np.isnan(agg)), other=2) + agg = agg.where((agg != norm.vmin) | (np.isnan(agg)), other=0.5) color_key = ( [x[:-2] for x in color_vector.categories.values] @@ -326,8 +325,8 @@ def _render_shapes( vmin = aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin vmax = aggregate_with_reduction[1].values if norm.vmin is None else norm.vmax if (norm.vmin is not None or norm.vmax is not None) and norm.vmin == norm.vmax: - vmin = norm.vmin - vmax = norm.vmin + 1 + vmin = norm.vmin - 0.5 + vmax = norm.vmin + 0.5 cax = ScalarMappable( norm=matplotlib.colors.Normalize(vmin=vmin, vmax=vmax), cmap=render_params.cmap_params.cmap, @@ -596,15 +595,15 @@ def _render_points( norm.vmax = np.max(agg) if norm.vmax is None else norm.vmax ds_span = [norm.vmin, norm.vmax] if norm.vmin == norm.vmax: + ds_span = [0, 1] if norm.clip: - # all data is mapped to 0 - agg = agg - agg + # all data is mapped to 0.5 + agg = (agg - agg) + 0.5 else: - # values equal to norm.vmin are mapped to 0, the rest to -1 or 1 + # values equal to norm.vmin are mapped to 0.5, the rest to -1 or 2 agg = agg.where((agg >= norm.vmin) | (np.isnan(agg)), other=-1) - agg = agg.where((agg <= norm.vmin) | (np.isnan(agg)), other=1) - agg = agg.where((agg != norm.vmin) | (np.isnan(agg)), other=0) - ds_span = [-1, 1] + agg = agg.where((agg <= norm.vmin) | (np.isnan(agg)), other=2) + agg = agg.where((agg != norm.vmin) | (np.isnan(agg)), other=0.5) color_key = ( list(color_vector.categories.values) @@ -637,7 +636,7 @@ def _render_points( # in case all elements have the same value X: we render them using cmap(0.0), # using an artificial "span" of [X, X + 1] for the color bar # else: all elements would get alpha=0 and the color bar would have a weird range - if aggregate_with_reduction[0] == aggregate_with_reduction[1]: + if aggregate_with_reduction[0] == aggregate_with_reduction[1] and (ds_span is None or ds_span != [0, 1]): ds_cmap = matplotlib.colors.to_hex(render_params.cmap_params.cmap(0.0), keep_alpha=False) aggregate_with_reduction = (aggregate_with_reduction[0], aggregate_with_reduction[0] + 1) @@ -646,6 +645,7 @@ def _render_points( cmap=ds_cmap, span=ds_span, clip=norm.clip, + min_alpha=np.min([254, render_params.alpha * 255]), ) rgba_image, trans_data = _create_image_from_datashader_result(ds_result, factor, ax) @@ -663,12 +663,14 @@ def _render_points( vmin = aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin vmax = aggregate_with_reduction[1].values if norm.vmax is None else norm.vmax if (norm.vmin is not None or norm.vmax is not None) and norm.vmin == norm.vmax: - if norm.clip: - vmin = norm.vmin - vmax = norm.vmin + 1 - else: - vmin = norm.vmin - 0.5 - vmax = norm.vmin + 0.5 + vmin = norm.vmin - 0.5 + vmax = norm.vmin + 0.5 + # if norm.clip: + # vmin = norm.vmin + # vmax = norm.vmin + 1 + # else: + # vmin = norm.vmin - 0.5 + # vmax = norm.vmin + 0.5 cax = ScalarMappable( norm=matplotlib.colors.Normalize(vmin=vmin, vmax=vmax), cmap=render_params.cmap_params.cmap, diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index 58d69d97..7f00e5be 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -2279,8 +2279,14 @@ def _datashader_shade( span: None | list[float] = None, clip: bool = True, ) -> ds.tf.Image | np.ndarray[Any, np.dtype[np.uint8]]: - """If necessary (norm.clip=False), split shading in 3 parts and in the end, stack results.""" + """ds.tf.shade() part, ensuring correct clipping behavior. + + If necessary (norm.clip=False), split shading in 3 parts and in the end, stack results. + This ensures the correct clipping behavior, because else datashader would always automatically clip. + """ if not clip and isinstance(cmap, Colormap) and span is not None: + # in case we use datashader together with a Normalize object where clip=False + # why we need this is documented in https://github.com/scverse/spatialdata-plot/issues/372 agg_in = agg.where((agg >= span[0]) & (agg <= span[1])) img_in = ds.tf.shade( agg_in, diff --git a/tests/pl/test_render_points.py b/tests/pl/test_render_points.py index 0691a50d..a0ce6b49 100644 --- a/tests/pl/test_render_points.py +++ b/tests/pl/test_render_points.py @@ -266,6 +266,32 @@ def test_plot_datashader_can_use_norm_without_clip(self, sdata_blobs: SpatialDat datashader_reduction="max", ).pl.show() + def test_plot_datashader_norm_vmin_eq_vmax_with_clip(self, sdata_blobs: SpatialData): + cmap = matplotlib.colormaps["viridis"] + cmap.set_under("black") + cmap.set_over("grey") + sdata_blobs.pl.render_points( + color="instance_id", + size=40, + norm=Normalize(5, 5, clip=True), + cmap=cmap, + method="datashader", + datashader_reduction="max", + ).pl.show() + + def test_plot_datashader_norm_vmin_eq_vmax_without_clip(self, sdata_blobs: SpatialData): + cmap = matplotlib.colormaps["viridis"] + cmap.set_under("black") + cmap.set_over("grey") + sdata_blobs.pl.render_points( + color="instance_id", + size=40, + norm=Normalize(5, 5, clip=False), + cmap=cmap, + method="datashader", + datashader_reduction="max", + ).pl.show() + def test_plot_can_annotate_points_with_table_obs(self, sdata_blobs: SpatialData): nrows, ncols = 200, 3 feature_matrix = RNG.random((nrows, ncols)) diff --git a/tests/pl/test_render_shapes.py b/tests/pl/test_render_shapes.py index 439281ea..5c231509 100644 --- a/tests/pl/test_render_shapes.py +++ b/tests/pl/test_render_shapes.py @@ -502,6 +502,40 @@ def test_plot_datashader_can_color_with_norm_no_clipping(self, sdata_blobs: Spat datashader_reduction="max", ).pl.show() + def test_plot_datashader_norm_vmin_eq_vmax_without_clip(self, sdata_blobs: SpatialData): + blob = deepcopy(sdata_blobs) + blob["table"].obs["region"] = "blobs_polygons" + blob["table"].uns["spatialdata_attrs"]["region"] = "blobs_polygons" + blob.shapes["blobs_polygons"]["value"] = [1, 2, 3, 4, 5] + cmap = matplotlib.colormaps["viridis"] + cmap.set_under("black") + cmap.set_over("grey") + blob.pl.render_shapes( + element="blobs_polygons", + color="value", + norm=Normalize(3, 3, clip=False), + cmap=cmap, + method="datashader", + datashader_reduction="max", + ).pl.show() + + def test_plot_datashader_norm_vmin_eq_vmax_with_clip(self, sdata_blobs: SpatialData): + blob = deepcopy(sdata_blobs) + blob["table"].obs["region"] = "blobs_polygons" + blob["table"].uns["spatialdata_attrs"]["region"] = "blobs_polygons" + blob.shapes["blobs_polygons"]["value"] = [1, 2, 3, 4, 5] + cmap = matplotlib.colormaps["viridis"] + cmap.set_under("black") + cmap.set_over("grey") + blob.pl.render_shapes( + element="blobs_polygons", + color="value", + norm=Normalize(3, 3, clip=True), + cmap=cmap, + method="datashader", + datashader_reduction="max", + ).pl.show() + def test_plot_can_annotate_shapes_with_table_layer(self, sdata_blobs: SpatialData): nrows, ncols = 5, 3 feature_matrix = RNG.random((nrows, ncols)) From 2cecbf1c1a365fcb804a211e203d3a9cb9cf54ce Mon Sep 17 00:00:00 2001 From: Sonja Stockhaus Date: Wed, 19 Feb 2025 20:05:29 +0100 Subject: [PATCH 09/16] add new test images --- ...s_datashader_norm_vmin_eq_vmax_with_clip.png | Bin 0 -> 40273 bytes 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z`6n=}5-XHcOH6#~WgQe03~-t3J-f{DLG3gLdkdV?r)`D*0h{>#pqazyA3q0fq($1F4%3FGc0U&OCT znNJ@eXo7^O3$wHj1Qs<6^uKf*<~p-h`C6$^E<4w*R(3Q|BKnJyPsWMxA(80Ka`O%sGBe1QtX#DSx_SSCE=12c{-awPj9bkq3 zAz1Q`YUTr!&uUJ8_z8XXjI%Q{M;slWHi?34lbC_wAmNachzHgH@+k7(au^X36s(5l zf|^G~0*@gie3ALGln3xs@t6W%NH^IXP-gb1vAT&ad{)iKgcvRE{y!0HZCcN~04Wr(+?WjH?@*5nH8S282;Q>%|#N4Y2Ay_>+YiRh? zXLa06WQ0fnkeMU3NIY@iCkC3%le*zvx_EAm+<+VFboHtQDcci4ai?J>?nBkEzT>ro z&jHogEzS<>c5$$=)!~a0e}=vD69Sn`DXTZ}z=ZL(boysSMd#w;;&PEvv77l)Z~Qb5 zn_o6toi{?_8geOJh&K^s8FOBr&|w?oix#sH#_UQ~-hiTe7K1b0(3YJyUr$wOE@2}c w-NQuz-SD4}{`#wDfzPT{{OhS;>l=4@KQ=4cscMdAoso_oJ*kqXWPaoS116xxVE_OC literal 0 HcmV?d00001 From c45c08213d7d935e55fad5a25c79c61c1051446a Mon Sep 17 00:00:00 2001 From: Sonja Stockhaus Date: Mon, 3 Mar 2025 21:07:49 +0100 Subject: [PATCH 10/16] incorporate review feedback --- src/spatialdata_plot/pl/render.py | 32 +++++++-------- src/spatialdata_plot/pl/utils.py | 2 +- tests/conftest.py | 18 +++++++++ tests/pl/test_render_images.py | 16 ++++---- tests/pl/test_render_labels.py | 15 +++---- tests/pl/test_render_points.py | 34 +++++----------- tests/pl/test_render_shapes.py | 67 ++++++++----------------------- 7 files changed, 73 insertions(+), 111 deletions(-) diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index 9324ca1c..8588b7bf 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -37,7 +37,7 @@ _ax_show_and_transform, _create_image_from_datashader_result, _datashader_aggregate_with_function, - _datashader_shade, + _datashader_map_aggregate_to_color, _datshader_get_how_kw_for_spread, _decorate_axs, _get_collection_shape, @@ -259,11 +259,12 @@ def _render_shapes( if isinstance(ds_cmap, str) and ds_cmap[0] == "#": ds_cmap = ds_cmap[:-2] - ds_result = _datashader_shade( + ds_result = _datashader_map_aggregate_to_color( agg, cmap=ds_cmap, color_key=color_key, - min_alpha=np.min([254, render_params.fill_alpha * 255]), + # min_alpha=np.min([254, render_params.fill_alpha * 255]), + min_alpha=render_params.fill_alpha * 255, ) elif aggregate_with_reduction is not None: # to shut up mypy ds_cmap = render_params.cmap_params.cmap @@ -274,10 +275,11 @@ def _render_shapes( ds_cmap = matplotlib.colors.to_hex(render_params.cmap_params.cmap(0.0), keep_alpha=False) aggregate_with_reduction = (aggregate_with_reduction[0], aggregate_with_reduction[0] + 1) - ds_result = _datashader_shade( + ds_result = _datashader_map_aggregate_to_color( agg, cmap=ds_cmap, - min_alpha=np.min([254, render_params.fill_alpha * 255]), + # min_alpha=np.min([254, render_params.fill_alpha * 255]), + min_alpha=render_params.fill_alpha * 255, span=ds_span, clip=norm.clip, ) @@ -295,7 +297,8 @@ def _render_shapes( ds_outlines = ds.tf.shade( agg_outlines, cmap=outline_color, - min_alpha=np.min([254, render_params.outline_alpha * 255]), + # min_alpha=np.min([254, render_params.outline_alpha * 255]), + min_alpha=render_params.outline_alpha * 255, how="linear", ) @@ -621,11 +624,12 @@ def _render_points( color_vector = np.asarray([x[:-2] for x in color_vector]) if color_by_categorical or col_for_color is None: - ds_result = _datashader_shade( + ds_result = _datashader_map_aggregate_to_color( ds.tf.spread(agg, px=px), cmap=color_vector[0], color_key=color_key, - min_alpha=np.min([254, render_params.alpha * 255]), + # min_alpha=np.min([254, render_params.alpha * 255]), + min_alpha=render_params.alpha * 255, ) else: spread_how = _datshader_get_how_kw_for_spread(render_params.ds_reduction) @@ -640,12 +644,13 @@ def _render_points( ds_cmap = matplotlib.colors.to_hex(render_params.cmap_params.cmap(0.0), keep_alpha=False) aggregate_with_reduction = (aggregate_with_reduction[0], aggregate_with_reduction[0] + 1) - ds_result = _datashader_shade( + ds_result = _datashader_map_aggregate_to_color( agg, cmap=ds_cmap, span=ds_span, clip=norm.clip, - min_alpha=np.min([254, render_params.alpha * 255]), + # min_alpha=np.min([254, render_params.alpha * 255]), + min_alpha=render_params.alpha * 255, ) rgba_image, trans_data = _create_image_from_datashader_result(ds_result, factor, ax) @@ -665,12 +670,6 @@ def _render_points( if (norm.vmin is not None or norm.vmax is not None) and norm.vmin == norm.vmax: vmin = norm.vmin - 0.5 vmax = norm.vmin + 0.5 - # if norm.clip: - # vmin = norm.vmin - # vmax = norm.vmin + 1 - # else: - # vmin = norm.vmin - 0.5 - # vmax = norm.vmin + 0.5 cax = ScalarMappable( norm=matplotlib.colors.Normalize(vmin=vmin, vmax=vmax), cmap=render_params.cmap_params.cmap, @@ -804,6 +803,7 @@ def _render_images( cmap._init() cmap._lut[:, -1] = render_params.alpha + # norm needs to be passed directly to ax.imshow(). If we normalize before, that method would always clip. _ax_show_and_transform( layer, trans_data, ax, cmap=cmap, zorder=render_params.zorder, norm=render_params.cmap_params.norm ) diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index 7f00e5be..27abc5a2 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -2271,7 +2271,7 @@ def _get_transformation_matrix_for_datashader( return _get_datashader_trans_matrix_of_single_element(trans) -def _datashader_shade( +def _datashader_map_aggregate_to_color( agg: DataArray, cmap: str | list[str] | ListedColormap, color_key: None | list[str] = None, diff --git a/tests/conftest.py b/tests/conftest.py index 27adff68..73ea410b 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -3,6 +3,7 @@ from functools import wraps from pathlib import Path +import matplotlib import matplotlib.pyplot as plt import numpy as np import pandas as pd @@ -149,6 +150,23 @@ def test_sdata_multiple_images_diverging_dims(): return sdata +@pytest.fixture +def sdata_blobs_shapes_annotated() -> SpatialData: + """Get blobs sdata with continuous annotation of polygons.""" + blob = blobs() + blob["table"].obs["region"] = "blobs_polygons" + blob["table"].uns["spatialdata_attrs"]["region"] = "blobs_polygons" + blob.shapes["blobs_polygons"]["value"] = [1, 2, 3, 4, 5] + return blob + + +def _viridis_with_under_over() -> matplotlib.colors.ListedColormap: + cmap = matplotlib.colormaps["viridis"] + cmap.set_under("black") + cmap.set_over("grey") + return cmap + + # Code below taken from spatialdata main repo diff --git a/tests/pl/test_render_images.py b/tests/pl/test_render_images.py index 410707e4..5484ac4e 100644 --- a/tests/pl/test_render_images.py +++ b/tests/pl/test_render_images.py @@ -7,7 +7,7 @@ from spatialdata import SpatialData import spatialdata_plot # noqa: F401 -from tests.conftest import DPI, PlotTester, PlotTesterMeta +from tests.conftest import DPI, PlotTester, PlotTesterMeta, _viridis_with_under_over RNG = np.random.default_rng(seed=42) sc.pl.set_rcParams_defaults() @@ -68,17 +68,15 @@ def test_plot_can_render_two_channels_str_from_multiscale_image(self, sdata_blob def test_plot_can_pass_normalize_clip_True(self, sdata_blobs: SpatialData): norm = Normalize(vmin=0.1, vmax=0.5, clip=True) - cmap = matplotlib.colormaps["viridis"] - cmap.set_under("black") - cmap.set_over("grey") - sdata_blobs.pl.render_images(element="blobs_image", channel=0, norm=norm, cmap=cmap).pl.show() + sdata_blobs.pl.render_images( + element="blobs_image", channel=0, norm=norm, cmap=_viridis_with_under_over() + ).pl.show() def test_plot_can_pass_normalize_clip_False(self, sdata_blobs: SpatialData): norm = Normalize(vmin=0.1, vmax=0.5, clip=False) - cmap = matplotlib.colormaps["viridis"] - cmap.set_under("black") - cmap.set_over("grey") - sdata_blobs.pl.render_images(element="blobs_image", channel=0, norm=norm, cmap=cmap).pl.show() + sdata_blobs.pl.render_images( + element="blobs_image", channel=0, norm=norm, cmap=_viridis_with_under_over() + ).pl.show() def test_plot_can_pass_color_to_single_channel(self, sdata_blobs: SpatialData): sdata_blobs.pl.render_images(element="blobs_image", channel=1, palette="red").pl.show() diff --git a/tests/pl/test_render_labels.py b/tests/pl/test_render_labels.py index 0516293e..0196ae86 100644 --- a/tests/pl/test_render_labels.py +++ b/tests/pl/test_render_labels.py @@ -12,7 +12,7 @@ from spatialdata.models import TableModel import spatialdata_plot # noqa: F401 -from tests.conftest import DPI, PlotTester, PlotTesterMeta +from tests.conftest import DPI, PlotTester, PlotTesterMeta, _viridis_with_under_over RNG = np.random.default_rng(seed=42) sc.pl.set_rcParams_defaults() @@ -236,19 +236,16 @@ def _make_tablemodel_with_categorical_labels(self, sdata_blobs, labels_name: str sdata_blobs["other_table"].obs["category"] = sdata_blobs["other_table"].obs["category"].astype("category") def test_plot_can_color_with_norm_and_clipping(self, sdata_blobs: SpatialData): - cmap = matplotlib.colormaps["viridis"] - cmap.set_under("black") - cmap.set_over("grey") sdata_blobs.pl.render_labels( - "blobs_labels", color="channel_0_sum", norm=Normalize(400, 1000, clip=True), cmap=cmap + "blobs_labels", color="channel_0_sum", norm=Normalize(400, 1000, clip=True), cmap=_viridis_with_under_over() ).pl.show() def test_plot_can_color_with_norm_no_clipping(self, sdata_blobs: SpatialData): - cmap = matplotlib.colormaps["viridis"] - cmap.set_under("black") - cmap.set_over("grey") sdata_blobs.pl.render_labels( - "blobs_labels", color="channel_0_sum", norm=Normalize(400, 1000, clip=False), cmap=cmap + "blobs_labels", + color="channel_0_sum", + norm=Normalize(400, 1000, clip=False), + cmap=_viridis_with_under_over(), ).pl.show() def test_plot_can_annotate_labels_with_table_layer(self, sdata_blobs: SpatialData): diff --git a/tests/pl/test_render_points.py b/tests/pl/test_render_points.py index a0ce6b49..ad340f70 100644 --- a/tests/pl/test_render_points.py +++ b/tests/pl/test_render_points.py @@ -14,7 +14,7 @@ from spatialdata.transformations._utils import _set_transformations import spatialdata_plot # noqa: F401 -from tests.conftest import DPI, PlotTester, PlotTesterMeta +from tests.conftest import DPI, PlotTester, PlotTesterMeta, _viridis_with_under_over RNG = np.random.default_rng(seed=42) sc.pl.set_rcParams_defaults() @@ -227,67 +227,51 @@ def test_plot_datashader_can_transform_points(self, sdata_blobs: SpatialData): sdata_blobs.pl.render_points("blobs_points", method="datashader", color="black", size=5).pl.show() def test_plot_can_use_norm_with_clip(self, sdata_blobs: SpatialData): - cmap = matplotlib.colormaps["viridis"] - cmap.set_under("black") - cmap.set_over("grey") - sdata_blobs.pl.render_points(color="instance_id", size=40, norm=Normalize(3, 7, clip=True), cmap=cmap).pl.show() + sdata_blobs.pl.render_points( + color="instance_id", size=40, norm=Normalize(3, 7, clip=True), cmap=_viridis_with_under_over() + ).pl.show() def test_plot_can_use_norm_without_clip(self, sdata_blobs: SpatialData): - cmap = matplotlib.colormaps["viridis"] - cmap.set_under("black") - cmap.set_over("grey") sdata_blobs.pl.render_points( - color="instance_id", size=40, norm=Normalize(3, 7, clip=False), cmap=cmap + color="instance_id", size=40, norm=Normalize(3, 7, clip=False), cmap=_viridis_with_under_over() ).pl.show() def test_plot_datashader_can_use_norm_with_clip(self, sdata_blobs: SpatialData): - cmap = matplotlib.colormaps["viridis"] - cmap.set_under("black") - cmap.set_over("grey") sdata_blobs.pl.render_points( color="instance_id", size=40, norm=Normalize(3, 7, clip=True), - cmap=cmap, + cmap=_viridis_with_under_over(), method="datashader", datashader_reduction="max", ).pl.show() def test_plot_datashader_can_use_norm_without_clip(self, sdata_blobs: SpatialData): - cmap = matplotlib.colormaps["viridis"] - cmap.set_under("black") - cmap.set_over("grey") sdata_blobs.pl.render_points( color="instance_id", size=40, norm=Normalize(3, 7, clip=False), - cmap=cmap, + cmap=_viridis_with_under_over(), method="datashader", datashader_reduction="max", ).pl.show() def test_plot_datashader_norm_vmin_eq_vmax_with_clip(self, sdata_blobs: SpatialData): - cmap = matplotlib.colormaps["viridis"] - cmap.set_under("black") - cmap.set_over("grey") sdata_blobs.pl.render_points( color="instance_id", size=40, norm=Normalize(5, 5, clip=True), - cmap=cmap, + cmap=_viridis_with_under_over(), method="datashader", datashader_reduction="max", ).pl.show() def test_plot_datashader_norm_vmin_eq_vmax_without_clip(self, sdata_blobs: SpatialData): - cmap = matplotlib.colormaps["viridis"] - cmap.set_under("black") - cmap.set_over("grey") sdata_blobs.pl.render_points( color="instance_id", size=40, norm=Normalize(5, 5, clip=False), - cmap=cmap, + cmap=_viridis_with_under_over(), method="datashader", datashader_reduction="max", ).pl.show() diff --git a/tests/pl/test_render_shapes.py b/tests/pl/test_render_shapes.py index 5c231509..affeebd0 100644 --- a/tests/pl/test_render_shapes.py +++ b/tests/pl/test_render_shapes.py @@ -16,7 +16,7 @@ from spatialdata.transformations._utils import _set_transformations import spatialdata_plot # noqa: F401 -from tests.conftest import DPI, PlotTester, PlotTesterMeta +from tests.conftest import DPI, PlotTester, PlotTesterMeta, _viridis_with_under_over RNG = np.random.default_rng(seed=42) sc.pl.set_rcParams_defaults() @@ -456,82 +456,47 @@ def test_plot_can_do_non_matching_table(self, sdata_blobs: SpatialData): sdata_blobs.pl.render_shapes("blobs_circles", color="instance_id").pl.show() - def test_plot_can_color_with_norm_no_clipping(self, sdata_blobs: SpatialData): - blob = deepcopy(sdata_blobs) - blob["table"].obs["region"] = "blobs_polygons" - blob["table"].uns["spatialdata_attrs"]["region"] = "blobs_polygons" - blob.shapes["blobs_polygons"]["value"] = [1, 2, 3, 4, 5] - cmap = matplotlib.colormaps["viridis"] - cmap.set_under("black") - cmap.set_over("grey") - blob.pl.render_shapes( - element="blobs_polygons", color="value", norm=Normalize(2, 4, clip=False), cmap=cmap + def test_plot_can_color_with_norm_no_clipping(self, sdata_blobs_shapes_annotated: SpatialData): + sdata_blobs_shapes_annotated.pl.render_shapes( + element="blobs_polygons", color="value", norm=Normalize(2, 4, clip=False), cmap=_viridis_with_under_over() ).pl.show() - def test_plot_datashader_can_color_with_norm_and_clipping(self, sdata_blobs: SpatialData): - blob = deepcopy(sdata_blobs) - blob["table"].obs["region"] = "blobs_polygons" - blob["table"].uns["spatialdata_attrs"]["region"] = "blobs_polygons" - blob.shapes["blobs_polygons"]["value"] = [1, 2, 3, 4, 5] - cmap = matplotlib.colormaps["viridis"] - cmap.set_under("black") - cmap.set_over("grey") - blob.pl.render_shapes( + def test_plot_datashader_can_color_with_norm_and_clipping(self, sdata_blobs_shapes_annotated: SpatialData): + sdata_blobs_shapes_annotated.pl.render_shapes( element="blobs_polygons", color="value", norm=Normalize(2, 4, clip=True), - cmap=cmap, + cmap=_viridis_with_under_over(), method="datashader", datashader_reduction="max", ).pl.show() - def test_plot_datashader_can_color_with_norm_no_clipping(self, sdata_blobs: SpatialData): - blob = deepcopy(sdata_blobs) - blob["table"].obs["region"] = "blobs_polygons" - blob["table"].uns["spatialdata_attrs"]["region"] = "blobs_polygons" - blob.shapes["blobs_polygons"]["value"] = [1, 2, 3, 4, 5] - cmap = matplotlib.colormaps["viridis"] - cmap.set_under("black") - cmap.set_over("grey") - blob.pl.render_shapes( + def test_plot_datashader_can_color_with_norm_no_clipping(self, sdata_blobs_shapes_annotated: SpatialData): + sdata_blobs_shapes_annotated.pl.render_shapes( element="blobs_polygons", color="value", norm=Normalize(2, 4, clip=False), - cmap=cmap, + cmap=_viridis_with_under_over(), method="datashader", datashader_reduction="max", ).pl.show() - def test_plot_datashader_norm_vmin_eq_vmax_without_clip(self, sdata_blobs: SpatialData): - blob = deepcopy(sdata_blobs) - blob["table"].obs["region"] = "blobs_polygons" - blob["table"].uns["spatialdata_attrs"]["region"] = "blobs_polygons" - blob.shapes["blobs_polygons"]["value"] = [1, 2, 3, 4, 5] - cmap = matplotlib.colormaps["viridis"] - cmap.set_under("black") - cmap.set_over("grey") - blob.pl.render_shapes( + def test_plot_datashader_norm_vmin_eq_vmax_without_clip(self, sdata_blobs_shapes_annotated: SpatialData): + sdata_blobs_shapes_annotated.pl.render_shapes( element="blobs_polygons", color="value", norm=Normalize(3, 3, clip=False), - cmap=cmap, + cmap=_viridis_with_under_over(), method="datashader", datashader_reduction="max", ).pl.show() - def test_plot_datashader_norm_vmin_eq_vmax_with_clip(self, sdata_blobs: SpatialData): - blob = deepcopy(sdata_blobs) - blob["table"].obs["region"] = "blobs_polygons" - blob["table"].uns["spatialdata_attrs"]["region"] = "blobs_polygons" - blob.shapes["blobs_polygons"]["value"] = [1, 2, 3, 4, 5] - cmap = matplotlib.colormaps["viridis"] - cmap.set_under("black") - cmap.set_over("grey") - blob.pl.render_shapes( + def test_plot_datashader_norm_vmin_eq_vmax_with_clip(self, sdata_blobs_shapes_annotated: SpatialData): + sdata_blobs_shapes_annotated.pl.render_shapes( element="blobs_polygons", color="value", norm=Normalize(3, 3, clip=True), - cmap=cmap, + cmap=_viridis_with_under_over(), method="datashader", datashader_reduction="max", ).pl.show() From 698af168202c48390681a682ff5aa78c0dc9c34d Mon Sep 17 00:00:00 2001 From: Sonja Stockhaus Date: Mon, 3 Mar 2025 21:25:07 +0100 Subject: [PATCH 11/16] datashader min_alpha max. 254 --- src/spatialdata_plot/pl/render.py | 15 +++++---------- 1 file changed, 5 insertions(+), 10 deletions(-) diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index 8588b7bf..89ff0a52 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -263,8 +263,7 @@ def _render_shapes( agg, cmap=ds_cmap, color_key=color_key, - # min_alpha=np.min([254, render_params.fill_alpha * 255]), - min_alpha=render_params.fill_alpha * 255, + min_alpha=np.min([254, render_params.fill_alpha * 255]), ) elif aggregate_with_reduction is not None: # to shut up mypy ds_cmap = render_params.cmap_params.cmap @@ -278,8 +277,7 @@ def _render_shapes( ds_result = _datashader_map_aggregate_to_color( agg, cmap=ds_cmap, - # min_alpha=np.min([254, render_params.fill_alpha * 255]), - min_alpha=render_params.fill_alpha * 255, + min_alpha=np.min([254, render_params.fill_alpha * 255]), span=ds_span, clip=norm.clip, ) @@ -297,8 +295,7 @@ def _render_shapes( ds_outlines = ds.tf.shade( agg_outlines, cmap=outline_color, - # min_alpha=np.min([254, render_params.outline_alpha * 255]), - min_alpha=render_params.outline_alpha * 255, + min_alpha=np.min([254, render_params.outline_alpha * 255]), how="linear", ) @@ -628,8 +625,7 @@ def _render_points( ds.tf.spread(agg, px=px), cmap=color_vector[0], color_key=color_key, - # min_alpha=np.min([254, render_params.alpha * 255]), - min_alpha=render_params.alpha * 255, + min_alpha=np.min([254, render_params.alpha * 255]), ) else: spread_how = _datshader_get_how_kw_for_spread(render_params.ds_reduction) @@ -649,8 +645,7 @@ def _render_points( cmap=ds_cmap, span=ds_span, clip=norm.clip, - # min_alpha=np.min([254, render_params.alpha * 255]), - min_alpha=render_params.alpha * 255, + min_alpha=np.min([254, render_params.alpha * 255]), ) rgba_image, trans_data = _create_image_from_datashader_result(ds_result, factor, ax) From d9ed0fb5ca1c5bca8188caa08e55828001c244cd Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Wed, 5 Mar 2025 14:05:59 +0100 Subject: [PATCH 12/16] Applied prettier changes --- README.md | 4 ++-- docs/contributing.md | 10 +++++----- 2 files changed, 7 insertions(+), 7 deletions(-) diff --git a/README.md b/README.md index ba786da3..5dc823a5 100644 --- a/README.md +++ b/README.md @@ -26,8 +26,8 @@ SpatialData’s plotting capabilities allow to quickly visualise all contained m For more information on the `spatialdata-plot` library, please refer to the [documentation](https://spatialdata.scverse.org/projects/plot/en/latest/index.html). In particular, the -- [API documentation][link-api]. -- [Example notebooks][link-notebooks] (section "Visiualizations") +- [API documentation][link-api]. +- [Example notebooks][link-notebooks] (section "Visiualizations") ## Installation diff --git a/docs/contributing.md b/docs/contributing.md index 10d0bd8b..e2361673 100644 --- a/docs/contributing.md +++ b/docs/contributing.md @@ -6,8 +6,8 @@ Please refer to the [contribution guide from the `spatialdata` repository](https Many tests will produce plots and check that they are correct by comparing them with a previously saved and serialized version of the same plots. The ground truth images are located in `tests/_images`. Different OS/versions may produce similar but not identical plots (for instance the ticks/padding could vary). To take into account for this please consider the following: -- you should not use locally generated plots as ground truth images, but you should commit images that have been generated by a GitHub Action. The recommended workflow is to go to the ["actions" page for the repo](https://github.com/scverse/spatialdata-plot/actions/workflows/test.yaml), download the artifacts, and upload them as ground truth (after having reviewed them). -- the ground truth images need to be updated when a new test is passing, or when a test starts producing a slightly different (but consistent) plot. -- please never replace the ground truth images without having manually reviewed them. -- if you run the tests locally in macOS or Windows they will likely fail because the ground truth images are generated using Ubuntu. To overcome this you can use `act`, which will generate a Docker reproducing the environment used in the GitHub Action. After the Docker container is generated you can use it within IDEs to run tests and debug code. -- in the case of PyCharm, it is easier to create a container from a `Dockerfile` instead of using `act`. Please in such case use the `Dockerfile` made availabel in the repository. If you encountering problems with `act` or `docker`, please [get in touch with the developers via Zulip](https://scverse.zulipchat.com/#narrow/channel/443514-spatialdata-dev) and we will help troubleshoot the issue. See also additional details [here](https://github.com/scverse/spatialdata-plot/pull/397). +- you should not use locally generated plots as ground truth images, but you should commit images that have been generated by a GitHub Action. The recommended workflow is to go to the ["actions" page for the repo](https://github.com/scverse/spatialdata-plot/actions/workflows/test.yaml), download the artifacts, and upload them as ground truth (after having reviewed them). +- the ground truth images need to be updated when a new test is passing, or when a test starts producing a slightly different (but consistent) plot. +- please never replace the ground truth images without having manually reviewed them. +- if you run the tests locally in macOS or Windows they will likely fail because the ground truth images are generated using Ubuntu. To overcome this you can use `act`, which will generate a Docker reproducing the environment used in the GitHub Action. After the Docker container is generated you can use it within IDEs to run tests and debug code. +- in the case of PyCharm, it is easier to create a container from a `Dockerfile` instead of using `act`. Please in such case use the `Dockerfile` made availabel in the repository. If you encountering problems with `act` or `docker`, please [get in touch with the developers via Zulip](https://scverse.zulipchat.com/#narrow/channel/443514-spatialdata-dev) and we will help troubleshoot the issue. See also additional details [here](https://github.com/scverse/spatialdata-plot/pull/397). From 5871bd27901820bf5a7e396824d0595f81fbdfe8 Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Wed, 5 Mar 2025 14:20:28 +0100 Subject: [PATCH 13/16] modified prettier version --- .pre-commit-config.yaml | 4 ++-- README.md | 4 ++-- docs/contributing.md | 10 +++++----- 3 files changed, 9 insertions(+), 9 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index b055853a..6b83653d 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -12,8 +12,8 @@ repos: rev: 24.10.0 hooks: - id: black - - repo: https://github.com/pre-commit/mirrors-prettier - rev: v4.0.0-alpha.8 + - repo: https://github.com/rbubley/mirrors-prettier + rev: v3.5.1 hooks: - id: prettier - repo: https://github.com/asottile/blacken-docs diff --git a/README.md b/README.md index 5dc823a5..ba786da3 100644 --- a/README.md +++ b/README.md @@ -26,8 +26,8 @@ SpatialData’s plotting capabilities allow to quickly visualise all contained m For more information on the `spatialdata-plot` library, please refer to the [documentation](https://spatialdata.scverse.org/projects/plot/en/latest/index.html). In particular, the -- [API documentation][link-api]. -- [Example notebooks][link-notebooks] (section "Visiualizations") +- [API documentation][link-api]. +- [Example notebooks][link-notebooks] (section "Visiualizations") ## Installation diff --git a/docs/contributing.md b/docs/contributing.md index e2361673..10d0bd8b 100644 --- a/docs/contributing.md +++ b/docs/contributing.md @@ -6,8 +6,8 @@ Please refer to the [contribution guide from the `spatialdata` repository](https Many tests will produce plots and check that they are correct by comparing them with a previously saved and serialized version of the same plots. The ground truth images are located in `tests/_images`. Different OS/versions may produce similar but not identical plots (for instance the ticks/padding could vary). To take into account for this please consider the following: -- you should not use locally generated plots as ground truth images, but you should commit images that have been generated by a GitHub Action. The recommended workflow is to go to the ["actions" page for the repo](https://github.com/scverse/spatialdata-plot/actions/workflows/test.yaml), download the artifacts, and upload them as ground truth (after having reviewed them). -- the ground truth images need to be updated when a new test is passing, or when a test starts producing a slightly different (but consistent) plot. -- please never replace the ground truth images without having manually reviewed them. -- if you run the tests locally in macOS or Windows they will likely fail because the ground truth images are generated using Ubuntu. To overcome this you can use `act`, which will generate a Docker reproducing the environment used in the GitHub Action. After the Docker container is generated you can use it within IDEs to run tests and debug code. -- in the case of PyCharm, it is easier to create a container from a `Dockerfile` instead of using `act`. Please in such case use the `Dockerfile` made availabel in the repository. If you encountering problems with `act` or `docker`, please [get in touch with the developers via Zulip](https://scverse.zulipchat.com/#narrow/channel/443514-spatialdata-dev) and we will help troubleshoot the issue. See also additional details [here](https://github.com/scverse/spatialdata-plot/pull/397). +- you should not use locally generated plots as ground truth images, but you should commit images that have been generated by a GitHub Action. The recommended workflow is to go to the ["actions" page for the repo](https://github.com/scverse/spatialdata-plot/actions/workflows/test.yaml), download the artifacts, and upload them as ground truth (after having reviewed them). +- the ground truth images need to be updated when a new test is passing, or when a test starts producing a slightly different (but consistent) plot. +- please never replace the ground truth images without having manually reviewed them. +- if you run the tests locally in macOS or Windows they will likely fail because the ground truth images are generated using Ubuntu. To overcome this you can use `act`, which will generate a Docker reproducing the environment used in the GitHub Action. After the Docker container is generated you can use it within IDEs to run tests and debug code. +- in the case of PyCharm, it is easier to create a container from a `Dockerfile` instead of using `act`. Please in such case use the `Dockerfile` made availabel in the repository. If you encountering problems with `act` or `docker`, please [get in touch with the developers via Zulip](https://scverse.zulipchat.com/#narrow/channel/443514-spatialdata-dev) and we will help troubleshoot the issue. See also additional details [here](https://github.com/scverse/spatialdata-plot/pull/397). From c86cba6dc459c3397106341c309c4b73c454a26c Mon Sep 17 00:00:00 2001 From: Tim Treis Date: Wed, 5 Mar 2025 14:30:18 +0100 Subject: [PATCH 14/16] attempt to copy prettier from spatialdata --- .pre-commit-config.yaml | 13 +++---------- docs/extensions/typed_returns.py | 2 +- src/spatialdata_plot/pl/basic.py | 9 ++++----- src/spatialdata_plot/pl/render.py | 1 - src/spatialdata_plot/pl/utils.py | 11 +++-------- 5 files changed, 11 insertions(+), 25 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 6b83653d..dfa2830f 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -8,26 +8,19 @@ minimum_pre_commit_version: 2.16.0 ci: skip: [] repos: - - repo: https://github.com/psf/black - rev: 24.10.0 - hooks: - - id: black - repo: https://github.com/rbubley/mirrors-prettier rev: v3.5.1 hooks: - id: prettier - - repo: https://github.com/asottile/blacken-docs - rev: 1.19.1 - hooks: - - id: blacken-docs - repo: https://github.com/pre-commit/mirrors-mypy - rev: v1.14.1 + rev: v1.15.0 hooks: - id: mypy additional_dependencies: [numpy, types-requests] exclude: tests/|docs/ - repo: https://github.com/astral-sh/ruff-pre-commit - rev: v0.9.3 + rev: v0.9.6 hooks: - id: ruff args: [--fix, --exit-non-zero-on-fix] + - id: ruff-format diff --git a/docs/extensions/typed_returns.py b/docs/extensions/typed_returns.py index 11352047..0fbffefe 100644 --- a/docs/extensions/typed_returns.py +++ b/docs/extensions/typed_returns.py @@ -12,7 +12,7 @@ def _process_return(lines: Iterable[str]) -> Generator[str, None, None]: for line in lines: if m := re.fullmatch(r"(?P\w+)\s+:\s+(?P[\w.]+)", line): - yield f'-{m["param"]} (:class:`~{m["type"]}`)' + yield f"-{m['param']} (:class:`~{m['type']}`)" else: yield line diff --git a/src/spatialdata_plot/pl/basic.py b/src/spatialdata_plot/pl/basic.py index e9dd630d..2dd9019f 100644 --- a/src/spatialdata_plot/pl/basic.py +++ b/src/spatialdata_plot/pl/basic.py @@ -290,7 +290,7 @@ def render_shapes( norm=norm, na_color=params_dict[element]["na_color"], # type: ignore[arg-type] ) - sdata.plotting_tree[f"{n_steps+1}_render_shapes"] = ShapesRenderParams( + sdata.plotting_tree[f"{n_steps + 1}_render_shapes"] = ShapesRenderParams( element=element, color=param_values["color"], col_for_color=param_values["col_for_color"], @@ -433,7 +433,7 @@ def render_points( norm=norm, na_color=param_values["na_color"], # type: ignore[arg-type] ) - sdata.plotting_tree[f"{n_steps+1}_render_points"] = PointsRenderParams( + sdata.plotting_tree[f"{n_steps + 1}_render_points"] = PointsRenderParams( element=element, color=param_values["color"], col_for_color=param_values["col_for_color"], @@ -538,7 +538,6 @@ def render_images( n_steps = len(sdata.plotting_tree.keys()) for element, param_values in params_dict.items(): - cmap_params: list[CmapParams] | CmapParams if isinstance(cmap, list): cmap_params = [ @@ -557,7 +556,7 @@ def render_images( na_color=param_values["na_color"], **kwargs, ) - sdata.plotting_tree[f"{n_steps+1}_render_images"] = ImageRenderParams( + sdata.plotting_tree[f"{n_steps + 1}_render_images"] = ImageRenderParams( element=element, channel=param_values["channel"], cmap_params=cmap_params, @@ -683,7 +682,7 @@ def render_labels( norm=norm, na_color=param_values["na_color"], # type: ignore[arg-type] ) - sdata.plotting_tree[f"{n_steps+1}_render_labels"] = LabelsRenderParams( + sdata.plotting_tree[f"{n_steps + 1}_render_labels"] = LabelsRenderParams( element=element, color=param_values["color"], groups=param_values["groups"], diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index 89ff0a52..88ae4afb 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -730,7 +730,6 @@ def _render_images( legend_params: LegendParams, rasterize: bool, ) -> None: - sdata_filt = sdata.filter_by_coordinate_system( coordinate_system=coordinate_system, filter_tables=False, diff --git a/src/spatialdata_plot/pl/utils.py b/src/spatialdata_plot/pl/utils.py index 27abc5a2..c11c6590 100644 --- a/src/spatialdata_plot/pl/utils.py +++ b/src/spatialdata_plot/pl/utils.py @@ -305,7 +305,6 @@ def _get_centroid_of_pathpatch(pathpatch: mpatches.PathPatch) -> tuple[float, fl def _scale_pathpatch_around_centroid(pathpatch: mpatches.PathPatch, scale_factor: float) -> None: - centroid = _get_centroid_of_pathpatch(pathpatch) vertices = pathpatch.get_path().vertices scaled_vertices = np.array([centroid + (vertex - centroid) * scale_factor for vertex in vertices]) @@ -677,7 +676,7 @@ def _get_colors_for_categorical_obs( palette = default_102 else: palette = ["grey" for _ in range(len_cat)] - logger.info("input has more than 103 categories. Uniform " "'grey' color will be used for all categories.") + logger.info("input has more than 103 categories. Uniform 'grey' color will be used for all categories.") else: # raise error when user didn't provide the right number of colors in palette if isinstance(palette, list) and len(palette) != len(categories): @@ -1654,7 +1653,7 @@ def _ensure_table_and_layer_exist_in_sdata( if table_layer in sdata.tables[tname].layers: if found_table: raise ValueError( - "Trying to guess 'table_name' based on 'table_layer', " "but found multiple matches." + "Trying to guess 'table_name' based on 'table_layer', but found multiple matches." ) found_table = True @@ -1727,7 +1726,6 @@ def _validate_label_render_params( element_params: dict[str, dict[str, Any]] = {} for el in param_dict["element"]: - # ensure that the element exists in the SpatialData object _ = param_dict["sdata"][el] @@ -1788,7 +1786,6 @@ def _validate_points_render_params( element_params: dict[str, dict[str, Any]] = {} for el in param_dict["element"]: - # ensure that the element exists in the SpatialData object _ = param_dict["sdata"][el] @@ -1859,7 +1856,6 @@ def _validate_shape_render_params( element_params: dict[str, dict[str, Any]] = {} for el in param_dict["element"]: - # ensure that the element exists in the SpatialData object _ = param_dict["sdata"][el] @@ -1896,7 +1892,6 @@ def _validate_shape_render_params( def _validate_col_for_column_table( sdata: SpatialData, element_name: str, col_for_color: str | None, table_name: str | None, labels: bool = False ) -> tuple[str | None, str | None]: - if not labels and col_for_color in sdata[element_name].columns: table_name = None elif table_name is not None: @@ -2204,7 +2199,7 @@ def _datashader_aggregate_with_function( def _datshader_get_how_kw_for_spread( - reduction: Literal["sum", "mean", "any", "count", "std", "var", "max", "min"] | None + reduction: Literal["sum", "mean", "any", "count", "std", "var", "max", "min"] | None, ) -> str: # Get the best input for the how argument of ds.tf.spread(), needed for numerical values reduction = reduction or "sum" From e351353d90d53c0b1ee5aa4efb3a693c6447d79a Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 5 Mar 2025 13:59:16 +0000 Subject: [PATCH 15/16] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 150aa28b..5e3da12b 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -30,4 +30,4 @@ repos: rev: v0.9.9 hooks: - id: ruff - args: [--fix, --exit-non-zero-on-fix] \ No newline at end of file + args: [--fix, --exit-non-zero-on-fix] From e5e6a391e869abdbd4d0e7d1d041ab6a41913f8e Mon Sep 17 00:00:00 2001 From: Sonja Stockhaus Date: Wed, 5 Mar 2025 17:46:39 +0100 Subject: [PATCH 16/16] add explanatory comments --- src/spatialdata_plot/pl/render.py | 14 +++++++++----- 1 file changed, 9 insertions(+), 5 deletions(-) diff --git a/src/spatialdata_plot/pl/render.py b/src/spatialdata_plot/pl/render.py index 88ae4afb..d3330b11 100644 --- a/src/spatialdata_plot/pl/render.py +++ b/src/spatialdata_plot/pl/render.py @@ -264,7 +264,7 @@ def _render_shapes( cmap=ds_cmap, color_key=color_key, min_alpha=np.min([254, render_params.fill_alpha * 255]), - ) + ) # prevent min_alpha == 255, bc that led to fully colored test plots instead of just colored points/shapes elif aggregate_with_reduction is not None: # to shut up mypy ds_cmap = render_params.cmap_params.cmap # in case all elements have the same value X: we render them using cmap(0.0), @@ -280,7 +280,7 @@ def _render_shapes( min_alpha=np.min([254, render_params.fill_alpha * 255]), span=ds_span, clip=norm.clip, - ) + ) # prevent min_alpha == 255, bc that led to fully colored test plots instead of just colored points/shapes # shade outlines if needed outline_color = render_params.outline_params.outline_color @@ -297,7 +297,7 @@ def _render_shapes( cmap=outline_color, min_alpha=np.min([254, render_params.outline_alpha * 255]), how="linear", - ) + ) # prevent min_alpha == 255, bc that led to fully colored test plots instead of just colored points/shapes rgba_image, trans_data = _create_image_from_datashader_result(ds_result, factor, ax) _cax = _ax_show_and_transform( @@ -325,6 +325,8 @@ def _render_shapes( vmin = aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin vmax = aggregate_with_reduction[1].values if norm.vmin is None else norm.vmax if (norm.vmin is not None or norm.vmax is not None) and norm.vmin == norm.vmax: + # value (vmin=vmax) is placed in the middle of the colorbar so that we can distinguish it from over and + # under values in case clip=True or clip=False with cmap(under)=cmap(0) & cmap(over)=cmap(1) vmin = norm.vmin - 0.5 vmax = norm.vmin + 0.5 cax = ScalarMappable( @@ -626,7 +628,7 @@ def _render_points( cmap=color_vector[0], color_key=color_key, min_alpha=np.min([254, render_params.alpha * 255]), - ) + ) # prevent min_alpha == 255, bc that led to fully colored test plots instead of just colored points/shapes else: spread_how = _datshader_get_how_kw_for_spread(render_params.ds_reduction) agg = ds.tf.spread(agg, px=px, how=spread_how) @@ -646,7 +648,7 @@ def _render_points( span=ds_span, clip=norm.clip, min_alpha=np.min([254, render_params.alpha * 255]), - ) + ) # prevent min_alpha == 255, bc that led to fully colored test plots instead of just colored points/shapes rgba_image, trans_data = _create_image_from_datashader_result(ds_result, factor, ax) _ax_show_and_transform( @@ -663,6 +665,8 @@ def _render_points( vmin = aggregate_with_reduction[0].values if norm.vmin is None else norm.vmin vmax = aggregate_with_reduction[1].values if norm.vmax is None else norm.vmax if (norm.vmin is not None or norm.vmax is not None) and norm.vmin == norm.vmax: + # value (vmin=vmax) is placed in the middle of the colorbar so that we can distinguish it from over and + # under values in case clip=True or clip=False with cmap(under)=cmap(0) & cmap(over)=cmap(1) vmin = norm.vmin - 0.5 vmax = norm.vmin + 0.5 cax = ScalarMappable(

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