From a09490272c0abb8d6eaa531a5949b768883eb4e5 Mon Sep 17 00:00:00 2001 From: markur <98951648+markur4@users.noreply.github.com> Date: Fri, 1 Dec 2023 01:23:58 +0100 Subject: [PATCH] example gallery --- HOW_TO_USE/plot_styles.ipynb | 53 +++---- IMAGES/EXAMPLE GALLERY/example_gallery.ipynb | 158 +++++++++++++++++++ IMAGES/EXAMPLE GALLERY/example_gallery.py | 8 - IMAGES/EXAMPLE GALLERY/qpcr1.png | Bin 0 -> 309415 bytes README.md | 8 +- src/plotastic/example_data/data/qpcr.xlsx | Bin 42758 -> 40410 bytes src/plotastic/example_data/load_dataset.py | 2 +- src/plotastic/plotting/plotedits.py | 12 +- src/plotastic/plotting/plottool.py | 32 ++-- src/plotastic/plotting/rc.py | 24 +-- tests/_DA_configs.py | 10 +- tests/annotator_test.py | 18 +-- 12 files changed, 235 insertions(+), 90 deletions(-) create mode 100644 IMAGES/EXAMPLE GALLERY/example_gallery.ipynb delete mode 100644 IMAGES/EXAMPLE GALLERY/example_gallery.py create mode 100644 IMAGES/EXAMPLE GALLERY/qpcr1.png diff --git a/HOW_TO_USE/plot_styles.ipynb b/HOW_TO_USE/plot_styles.ipynb index 1e88eac..2f79cc6 100644 --- a/HOW_TO_USE/plot_styles.ipynb +++ b/HOW_TO_USE/plot_styles.ipynb @@ -216,49 +216,34 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## `plst.set_style()` takes any style!" + "## `plst.set_style()` takes styles from matplotlib, seaborn and plotastic!" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "plotastic:\n", - "\t['default', 'paper']\n", - "seaborn:\n", - "\t['white', 'dark', 'whitegrid', 'darkgrid', 'ticks']\n", - "matplotlib:\n", - "\t['Solarize_Light2', '_classic_test_patch', '_mpl-gallery', '_mpl-gallery-nogrid', 'bmh', 'classic', 'dark_background', 'fast', 'fivethirtyeight', 'ggplot', 'grayscale', 'seaborn-v0_8', 'seaborn-v0_8-bright', 'seaborn-v0_8-colorblind', 'seaborn-v0_8-dark', 'seaborn-v0_8-dark-palette', 'seaborn-v0_8-darkgrid', 'seaborn-v0_8-deep', 'seaborn-v0_8-muted', 'seaborn-v0_8-notebook', 'seaborn-v0_8-paper', 'seaborn-v0_8-pastel', 'seaborn-v0_8-poster', 'seaborn-v0_8-talk', 'seaborn-v0_8-ticks', 'seaborn-v0_8-white', 'seaborn-v0_8-whitegrid', 'tableau-colorblind10']\n" - ] - }, - { - "ename": "ValueError", - "evalue": "#! Style 'df' not found. Choose one from these: None", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", - "File \u001b[0;32m~/_REPOS/plotastic/src/plotastic/plotting/rc.py:51\u001b[0m, in \u001b[0;36mset_style\u001b[0;34m(style)\u001b[0m\n\u001b[1;32m 50\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[0;32m---> 51\u001b[0m sns\u001b[39m.\u001b[39;49mset_style(style)\n\u001b[1;32m 52\u001b[0m \u001b[39mexcept\u001b[39;00m \u001b[39mValueError\u001b[39;00m:\n\u001b[1;32m 53\u001b[0m \u001b[39m# styles_all_s = '\\n'.join([str(s) for s in styles_all])\u001b[39;00m\n\u001b[1;32m 54\u001b[0m \u001b[39m# ### Make a pretty printed string of styles_all dictionary\u001b[39;00m\n", - "File \u001b[0;32m~/_REPOS/plotastic/venv/lib/python3.11/site-packages/seaborn/rcmod.py:331\u001b[0m, in \u001b[0;36mset_style\u001b[0;34m(style, rc)\u001b[0m\n\u001b[1;32m 304\u001b[0m \u001b[39m\u001b[39m\u001b[39m\"\"\"\u001b[39;00m\n\u001b[1;32m 305\u001b[0m \u001b[39mSet the parameters that control the general style of the plots.\u001b[39;00m\n\u001b[1;32m 306\u001b[0m \n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 329\u001b[0m \n\u001b[1;32m 330\u001b[0m \u001b[39m\"\"\"\u001b[39;00m\n\u001b[0;32m--> 331\u001b[0m style_object \u001b[39m=\u001b[39m axes_style(style, rc)\n\u001b[1;32m 332\u001b[0m mpl\u001b[39m.\u001b[39mrcParams\u001b[39m.\u001b[39mupdate(style_object)\n", - "File \u001b[0;32m~/_REPOS/plotastic/venv/lib/python3.11/site-packages/seaborn/rcmod.py:185\u001b[0m, in \u001b[0;36maxes_style\u001b[0;34m(style, rc)\u001b[0m\n\u001b[1;32m 184\u001b[0m \u001b[39mif\u001b[39;00m style \u001b[39mnot\u001b[39;00m \u001b[39min\u001b[39;00m styles:\n\u001b[0;32m--> 185\u001b[0m \u001b[39mraise\u001b[39;00m \u001b[39mValueError\u001b[39;00m(\u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mstyle must be one of \u001b[39m\u001b[39m{\u001b[39;00m\u001b[39m'\u001b[39m\u001b[39m, \u001b[39m\u001b[39m'\u001b[39m\u001b[39m.\u001b[39mjoin(styles)\u001b[39m}\u001b[39;00m\u001b[39m\"\u001b[39m)\n\u001b[1;32m 187\u001b[0m \u001b[39m# Define colors here\u001b[39;00m\n", - "\u001b[0;31mValueError\u001b[0m: style must be one of white, dark, whitegrid, darkgrid, ticks", - "\nDuring handling of the above exception, another exception occurred:\n", - "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", - "\u001b[1;32m/Users/martinkuric/_REPOS/plotastic/HOW_TO_USE/plot_styles.ipynb Cell 11\u001b[0m line \u001b[0;36m1\n\u001b[0;32m----> 1\u001b[0m plst\u001b[39m.\u001b[39;49mset_style(\u001b[39m\"\u001b[39;49m\u001b[39mdf\u001b[39;49m\u001b[39m\"\u001b[39;49m)\n", - "File \u001b[0;32m~/_REPOS/plotastic/src/plotastic/plotting/rc.py:56\u001b[0m, in \u001b[0;36mset_style\u001b[0;34m(style)\u001b[0m\n\u001b[1;32m 51\u001b[0m sns\u001b[39m.\u001b[39mset_style(style)\n\u001b[1;32m 52\u001b[0m \u001b[39mexcept\u001b[39;00m \u001b[39mValueError\u001b[39;00m:\n\u001b[1;32m 53\u001b[0m \u001b[39m# styles_all_s = '\\n'.join([str(s) for s in styles_all])\u001b[39;00m\n\u001b[1;32m 54\u001b[0m \u001b[39m# ### Make a pretty printed string of styles_all dictionary\u001b[39;00m\n\u001b[0;32m---> 56\u001b[0m \u001b[39mraise\u001b[39;00m \u001b[39mValueError\u001b[39;00m(\n\u001b[1;32m 57\u001b[0m \u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39m#! Style \u001b[39m\u001b[39m'\u001b[39m\u001b[39m{\u001b[39;00mstyle\u001b[39m}\u001b[39;00m\u001b[39m'\u001b[39m\u001b[39m not found. Choose one from these: \u001b[39m\u001b[39m{\u001b[39;00mprint_styles()\u001b[39m}\u001b[39;00m\u001b[39m\"\u001b[39m\n\u001b[1;32m 58\u001b[0m )\n", - "\u001b[0;31mValueError\u001b[0m: #! Style 'df' not found. Choose one from these: None" - ] - } - ], + "outputs": [], "source": [ "plst.set_style(\"paper\")" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Colors" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "plst.set_palette([\"blue\", \"green\", \"red\"], verbose=False)" + ] + }, { "cell_type": "markdown", "metadata": {}, diff --git a/IMAGES/EXAMPLE GALLERY/example_gallery.ipynb b/IMAGES/EXAMPLE GALLERY/example_gallery.ipynb new file mode 100644 index 0000000..99d6296 --- /dev/null +++ b/IMAGES/EXAMPLE GALLERY/example_gallery.ipynb @@ -0,0 +1,158 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import plotastic as plst\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "#! You chose this color palette: ['#db5f57', '#dbc257', '#91db57', '#57db80', '#57d3db', '#5770db', '#a157db', '#db57b2']\n" + ] + }, + { + "data": { + "text/html": [ + "" + ], + "text/plain": [ + "['#db5f57',\n", + " '#dbc257',\n", + " '#91db57',\n", + " '#57db80',\n", + " '#57d3db',\n", + " '#5770db',\n", + " '#a157db',\n", + " '#db57b2']" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Set Plot Style\n", + "plst.set_style(\"paper\")\n", + "plst.set_palette(\"hls\", verbose=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "#! You chose this color palette: ['#db5f57', '#91db57', '#57d3db', '#db5f57', '#91db57', '#57d3db', '#db5f57', '#91db57']\n" + ] + }, + { + "data": { + "text/html": [ + "" + ], + "text/plain": [ + "['#db5f57',\n", + " '#91db57',\n", + " '#57d3db',\n", + " '#db5f57',\n", + " '#91db57',\n", + " '#57d3db',\n", + " '#db5f57',\n", + " '#91db57']" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Import Example Data\n", + "DF, _dims = plst.load_dataset(\"qpcr\", verbose=False)\n", + "dims = dict(\n", + " y=\"fc\",\n", + " x=\"gene\",\n", + " hue=\"fraction\",\n", + " # col= 'method',\n", + " row=\"class\",\n", + ")\n", + "DA = plst.DataAnalysis(DF, dims, subject=\"subject\", verbose=False)\n", + "\n", + "# Colors\n", + "plst.set_palette([\"#db5f57\", \"#91db57\", \"#57d3db\"], verbose=True)\n", + "\n", + "# Log transform & Statistics\n", + "DA.transform_y(\"log10\", inplace=True)\n", + "DA.test_pairwise() # default t-test, and since subject: paired=True\n", + "\n", + "# Plot\n", + "(\n", + " DA.switch(\"row\", \"col\", verbose=False)\n", + " .set(y=\"fc\", inplace=False) # set y back to to fc to display non-log values\n", + " .plot_box_swarm(\n", + " subplot_kws=dict(figsize=(12, 3), width_ratios=[4, 5, 3, 2, 5, 2]),\n", + " )\n", + " .edit_grid()\n", + " .edit_y_ticklabel_percentage()\n", + " .edit_y_scale_log(10)\n", + " .edit_xy_axis_labels(y=\"Fold Change\", x=\"Gene\")\n", + " .annotate_pairwise(include=\"__HUE\")\n", + ")\n", + "\n", + "plt.savefig(\"qpcr1.png\", dpi=300, bbox_inches=\"tight\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/IMAGES/EXAMPLE GALLERY/example_gallery.py b/IMAGES/EXAMPLE GALLERY/example_gallery.py deleted file mode 100644 index 644b121..0000000 --- a/IMAGES/EXAMPLE GALLERY/example_gallery.py +++ /dev/null @@ -1,8 +0,0 @@ -"""Script that draws all the images in the EXAMPLE GALLERY folder.""" - - -### Connect points by subject - -### Custimized boxplot - -### Violinplots diff --git a/IMAGES/EXAMPLE GALLERY/qpcr1.png b/IMAGES/EXAMPLE GALLERY/qpcr1.png new file mode 100644 index 0000000000000000000000000000000000000000..e616bb2a7f6a8fedb4e7fc809eaf7738969731a7 GIT binary patch literal 309415 zcmeFZXH-<_7A9PZZ4PalKm_a-#Xyddu~iTyNR})jp+G=#22*RRASy}@#v+3P5{jgv zAd-|KNLGZ%$hax{rrATujT4{ZNjN@_Ph6!_PKdlLuJF-oogu+$_CXF z$F%XU2nvPm;p&z68?)W#t?(~tx8rBrbeyc+JS|+TDC!n&7cV%uU7()Z?P2BON_BD+ z6Fe*^%D>yz&F!MAjF6DS|M~(!Cl?!`-E#}?@I%&IJYnccp$P6Ff0lVYSM;DPqfk_j z9ntlQ`PuFrqtU%sJ~AaQHhItL=c#LdHSaade8zvg@sEeki?2P=i@tU1zQCW`*8Z8P zve$T0{=wd@e-`|#x)Lc}qUcjKA2b)^8|~Xu+}oDX+vThn;hOGR}IeX6&d{aeuE~hM9c3OQpc&8g3M#pW9%IghM-B zZ*Fps5h-TlHqo!w{qf-`EiJ9&GcTVE(FX*jcimC4*|Jo$;di*@lO0-fn4caWrTfif z{%gGnN*b{el=d{Cz3*J}+lo-W zhAbP+(Lu*dDZaB 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[Quick Example: FMRI Dataset](https://github.com/markur4/plotastic/blob/main/HOW_TO_USE/quick_example_fmri.ipynb) -2. [Switch Dimensions](https://github.com/markur4/plotastic/blob/main/HOW_TO_USE/dimensions.ipynb) +1. Examples: + 1. [Quick Example: FMRI Dataset](https://github.com/markur4/plotastic/blob/main/HOW_TO_USE/quick_example_fmri.ipynb) + 2. [Example Gallery](https://github.com/markur4/plotastic/blob/main/IMAGES/EXAMPLE GALLERY/example_gallery.ipynb) +2. Data + 1. Transform Y + 2. [Set/Switch Dimensions](https://github.com/markur4/plotastic/blob/main/HOW_TO_USE/dimensions.ipynb) 3. [Plotting](https://github.com/markur4/plotastic/blob/main/HOW_TO_USE/plotting.ipynb) 1. [Legends](https://github.com/markur4/plotastic/blob/main/HOW_TO_USE/plot_legend.ipynb) 2. 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zXgJdhz+;>XG$8EG^uNsr!P&Ri53CEoUVmAXzcA;LafUT_F9W}-0g@p;Yxma&$KRMU zlk&faVQtp=g(W5i2>NfI^S@xgTK&(3g_!~{!0`Pqz`yAPoCCZa?H}6z19m>I9@dhd z75E^K599gf<1b1e(A$5)&cGsAyZM{$c?XqY>YS`VQ%Qg^l)ury-P4Qzn4hh?r~SX- z|1Ar$zv0+<4ilcu6RZDTj`sH6SS$Z;nfTS!NLoWdpq(aM5Z&Kc?9Iu4Vb8kwe<$!~ zobtP)gw#KxmOlsZ=g#dnv?=}n-N*ge!Jk`@-yMi${)2h{*^vB3|2OacE%K$Te>um0 zv+Ym!_?sw6_CH|%G(3N3_PON$^d-Oh;eK<@xIaD1?+Kju@Ta-^-9vZISr7jlgN{1> S* "PlotEdits | DataAnalysis": ### Defaults - y_major_kwargs = dict(ls="-", linewidth=0.5, c="grey") - y_minor_kwargs = dict(ls="-", linewidth=0.2, c="grey") - x_major_kwargs = dict(ls="-", linewidth=0.3, c="grey") + y_major_kwargs = dict(ls="-", linewidth=0.5, c="grey", zorder=0) + y_minor_kwargs = dict(ls=":", linewidth=0.1, c="grey", zorder=0) + x_major_kwargs = dict(ls=":", linewidth=0.1, c="grey", zorder=0) ### Update user input y_major_kwargs.update(**y_major_kws) y_minor_kwargs.update(**y_minor_kws) diff --git a/src/plotastic/plotting/plottool.py b/src/plotastic/plotting/plottool.py index c902698..4bca7d4 100644 --- a/src/plotastic/plotting/plottool.py +++ b/src/plotastic/plotting/plottool.py @@ -246,23 +246,27 @@ def axes_iter__ax_df( @property #' ax11 >>> ax12 >>> ax21 >>> ax22 >>> ... def axes_iter_leftmost_col(self) -> Generator[plt.Axes, None, None]: """Returns: >> ax11 >> ax21 >> ax31 >> ax41 >> ...""" - for row in self.axes_nested: #' Through rows - yield row[0] #' Leftmost ax + if self.dims.col: + for row in self.axes_nested: #' Through rows + yield row[0] #' Leftmost ax + else: + for ax in self.axes_flat: + yield ax @property #' >> axes excluding leftmost column def axes_iter_notleftmost_col(self) -> Generator[plt.Axes, None, None]: """Returns: >> axes excluding leftmost column""" - for row in self.axes_nested: #' Through rows - for ax in row[1:]: #' Through all columns except leftmost - yield ax + if self.dims.col: + for row in self.axes_nested: #' Through rows + for ax in row[1:]: #' Through all columns except leftmost + yield ax @property #' ax31 >>> ax32 >>> ax33 >>> ax34 >>> ... def axes_iter_lowest_row(self) -> Generator[plt.Axes, None, None]: """Returns: >> ax31 >> ax32 >> ax33 >> ax34 >> ...""" - if not self.dims.col is None: - for ax in self.axes_nested[ - -1 - ]: #' Pick Last row, iterate through columns + if self.dims.col: + for ax in self.axes_nested[-1]: + #' Pick Last row, iterate through columns yield ax else: yield self.axes_flat[-1] #' If no col, return last @@ -284,7 +288,7 @@ def subplots( y_scale: str = None, y_scale_kws: dict = dict(), wspace=None, - hspace=.8, + hspace=0.8, width_ratios: list[int] = None, height_ratios: list[int] = None, figsize: tuple[int] = None, @@ -295,7 +299,7 @@ def subplots( Returns: tuple["mpl.figure.Figure", "mpl.axes.Axes"]: matplotlib figure and axes objects """ - + # == Handle kwargs ### Adds extra kwargs depending on kwargs already present if sharey and (wspace is None): @@ -329,9 +333,9 @@ def subplots( # squeeze=False, # !! Always return 2D array. Don't use, requires unnecessary refactoring **KWS, ) - + self.fig.subplots_adjust(hspace=1) - + ### Edits ### Add titles to axes to provide basic orientation self.edit_axtitles_reset() @@ -416,7 +420,7 @@ def fillaxes( # # # == Fig properties ================================================ - + @property def figsize(self) -> tuple[int]: return self.fig.get_size_inches() diff --git a/src/plotastic/plotting/rc.py b/src/plotastic/plotting/rc.py index 2265920..b3cec00 100644 --- a/src/plotastic/plotting/rc.py +++ b/src/plotastic/plotting/rc.py @@ -13,22 +13,24 @@ # %% # == STYLE PAPER ======================================================= PAPER = { - # == Figure + ### Figure "figure.dpi": 200, #' Displaying figures doesn't need as much dpi as saving them "figure.figsize": (3, 3), #' default is way too big - "figure.facecolor": "grey", #' it's easier on the eyes - # == Savefig + # "figure.facecolor": "gray", #' it's easier on the eyes + ### Savefig "savefig.dpi": 300, #' Saving figures needs more dpi "savefig.format": "pdf", - "savefig.transparent": True, - # == Font + # "savefig.transparent": True, + "savefig.facecolor": "white", + "axes.facecolor": "white", + ### Font "font.family": "sans-serif", "font.sans-serif": "Arial Narrow", "font.size": FONTSIZE, "font.weight": "bold", - # == Lines + # ## Lines "lines.linewidth": 0.75, - # == Axes + # ## Axes "axes.spines.right": True, #' requires argument despine=False "axes.spines.top": True, "axes.linewidth": 0.75, @@ -36,11 +38,11 @@ "axes.titleweight": "bold", "axes.titlepad": 5, "axes.labelsize": FONTSIZE, #' fontsize of the x any y labels - # == Grid - "axes.grid": True, + # ## Grid + # "axes.grid": True, "grid.linestyle": "-", "grid.linewidth": 0.5, - # == Ticks + # ## Ticks "ytick.left": True, "xtick.labelsize": FONTSIZE - 1, "ytick.labelsize": FONTSIZE - 1, @@ -52,7 +54,7 @@ "ytick.minor.size": 2, "xtick.major.size": 2.5, "xtick.minor.size": 2, - # == Legend + # ## Legend "legend.fancybox": False, #' use rounded box for legend "legend.title_fontsize": FONTSIZE, "legend.fontsize": FONTSIZE, diff --git a/tests/_DA_configs.py b/tests/_DA_configs.py index 21f60ef..c2404be 100644 --- a/tests/_DA_configs.py +++ b/tests/_DA_configs.py @@ -82,11 +82,11 @@ ] dims_noempty_qpcr = [ - dict(y="FC", x="gene", hue="fraction", col="class", row="method"), - dict(y="FC", x="gene", hue="fraction", col="method", row="class"), - dict(y="FC", x="gene", hue="fraction", col="class"), - dict(y="FC", x="gene", hue="fraction"), - dict(y="FC", x="gene"), + dict(y="fc", x="gene", hue="fraction", col="class", row="method"), + dict(y="fc", x="gene", hue="fraction", col="method", row="class"), + dict(y="fc", x="gene", hue="fraction", col="class"), + dict(y="fc", x="gene", hue="fraction"), + dict(y="fc", x="gene"), ] # %% diff --git a/tests/annotator_test.py b/tests/annotator_test.py index b5e20f4..f9acc40 100644 --- a/tests/annotator_test.py +++ b/tests/annotator_test.py @@ -147,38 +147,38 @@ def test_pairwiseannotations_fmri(DF, dims, annot_kwargs): QPCR_annot_pairwise_kwargs = [ dict( include=["F1", "LOXL2", "SOST"], - exclude=["F2", {"IL2RG": ("F1", "F3")}], + exclude=["F2", {"MMP7": ("F1", "F3")}], include_in_facet={ - "MMPs": ["IL2RG", {"CCL20": ("F1", "F2")}], + "MMPs": ["MMP7", {"MMP9": ("F1", "F2")}], "Bone Metabolism": ["SOST", "F2", {"TIMP1": ("F3", "F1")}], }, exclude_in_facet={ - "Wash": ["IL2RG", {"CCL20": ("F1", "F2")}], + "Wash": ["MMP7", {"MMP9": ("F1", "F2")}], "MACS": ["SOST", {"JAK2": ("F1", "F2")}], }, ), dict( include=["F1", "LOXL2", "SOST"], - exclude=["F2", {"IL2RG": ("F1", "F3")}], + exclude=["F2", {"MMP7": ("F1", "F3")}], include_in_facet={ - "MMPs": ["IL2RG", {"CCL20": ("F1", "F2")}], + "MMPs": ["MMP7", {"MMP9": ("F1", "F2")}], "Bone Metabolism": ["SOST", "F2", {"TIMP1": ("F3", "F1")}], }, exclude_in_facet={ - "Wash": ["IL2RG", {"CCL20": ("F1", "F2")}], + "Wash": ["MMP7", {"MMP9": ("F1", "F2")}], "MACS": ["SOST", {"JAK2": ("F1", "F2")}], }, ), dict( include="__HUE", - exclude=["F2", {"IL2RG": ("F1", "F3")}], + exclude=["F2", {"MMP7": ("F1", "F3")}], ), dict( include="__X", - exclude=["F2", {"IL2RG": ("F1", "F3")}], + exclude=["F2", {"MMP7": ("F1", "F3")}], ), dict( - include=["Vimentin", "IL2RG"], + include=["Vimentin", "MMP7"], exclude=["FZD4"], ), ]