From c764dce71471a1df39effa75613a45c42725ce7e Mon Sep 17 00:00:00 2001 From: sunroofgod Date: Sat, 24 Feb 2024 21:24:32 +0800 Subject: [PATCH 01/18] Updated empty_circle to allow color_col to be adjusted for deltadelta --- dabest/_effsize_objects.py | 9 ++++++++- 1 file changed, 8 insertions(+), 1 deletion(-) diff --git a/dabest/_effsize_objects.py b/dabest/_effsize_objects.py index b39f6610..56c45634 100644 --- a/dabest/_effsize_objects.py +++ b/dabest/_effsize_objects.py @@ -975,6 +975,7 @@ def plot( contrast_ylim=None, delta2_ylim=None, swarm_side=None, + empty_circle=False, custom_palette=None, swarm_desat=0.5, halfviolin_desat=1, @@ -1068,6 +1069,12 @@ def plot( https://seaborn.pydata.org/generated/seaborn.cubehelix_palette.html The named colors of matplotlib can be found here: https://matplotlib.org/examples/color/named_colors.html + swarm_side: string, default None + The side on which points are swarmed for swarmplots ("center", "left", or "right"). + empty_circle: boolean, default False + Boolean value determining if empty circles will be used for plotting of + swarmplot for control groups. Color of each individual swarm is also now + dependent on the comparison group. swarm_desat : float, default 1 Decreases the saturation of the colors in the swarmplot by the desired proportion. Uses `seaborn.desaturate()` to acheive this. @@ -1184,7 +1191,7 @@ def plot( if hasattr(self, "results") is False: self.__pre_calc() - if self.__delta2: + if self.__delta2 and not empty_circle: color_col = self.__x2 # if self.__proportional: From 7c84ae377195abb2e8082edc8a131b910bd1144b Mon Sep 17 00:00:00 2001 From: sunroofgod Date: Sat, 24 Feb 2024 21:25:17 +0800 Subject: [PATCH 02/18] Added empty_circle as a plot_kwarg for plotting --- dabest/plot_tools.py | 52 +++++++++++++--- dabest/plotter.py | 108 +++++++++++++++++++++++----------- nbs/API/effsize_objects.ipynb | 15 ++++- nbs/API/plot_tools.ipynb | 52 +++++++++++++--- nbs/API/plotter.ipynb | 108 +++++++++++++++++++++++----------- 5 files changed, 251 insertions(+), 84 deletions(-) diff --git a/dabest/plot_tools.py b/dabest/plot_tools.py index 79707f6f..871aa561 100644 --- a/dabest/plot_tools.py +++ b/dabest/plot_tools.py @@ -748,6 +748,7 @@ def swarmplot( size: float = 5, side: str = "center", jitter: float = 1, + filled: Union[bool, List, Tuple] = True, is_drop_gutter: bool = True, gutter_limit: float = 0.5, **kwargs, @@ -780,6 +781,11 @@ def swarmplot( The side on which points are swarmed ("center", "left", or "right"). Default is "center". jitter : int | float Determines the distance between points. Default is 1. + filled : bool | List | Tuple + Determines whether the dots in the swarmplot are filled or not. If set to False, + dots are not filled. If provided as a List or Tuple, it should contain boolean values, + each corresponding to a swarm group in order, indicating whether the dot should be + filled or not. is_drop_gutter : bool If True, drop points that hit the gutters; otherwise, readjust them. gutter_limit : int | float @@ -792,8 +798,10 @@ def swarmplot( axes._subplots.Subplot | axes._axes.Axes Matplotlib AxesSubplot object for which the swarm plot has been drawn on. """ - s = SwarmPlot(data, x, y, ax, order, hue, palette, zorder, size, side, jitter) - ax = s.plot(is_drop_gutter, gutter_limit, ax, **kwargs) + s = SwarmPlot( + data, x, y, ax, order, hue, palette, zorder, size, side, jitter, filled + ) + ax = s.plot(is_drop_gutter, gutter_limit, ax, filled, **kwargs) return ax @@ -811,6 +819,7 @@ def __init__( size: float = 5, side: str = "center", jitter: float = 1, + filled: Union[bool, List, Tuple] = True, ): """ Initialize a SwarmPlot instance. @@ -840,6 +849,11 @@ def __init__( The side on which points are swarmed ("center", "left", or "right"). Default is "center". jitter : int | float Determines the distance between points. Default is 1. + filled : bool | List | Tuple + Determines whether the dots in the swarmplot are filled or not. If set to False, + dots are not filled. If provided as a List or Tuple, it should contain boolean values, + each corresponding to a swarm group in order, indicating whether the dot should be + filled or not. Returns ------- @@ -953,7 +967,9 @@ def _check_errors( if not isinstance(self.__jitter, (int, float)): raise ValueError("`jitter` must be a scalar or float.") if not isinstance(self.__palette, (str, Iterable)): - raise ValueError("`palette` must be either a string indicating a color name or an Iterable.") + raise ValueError( + "`palette` must be either a string indicating a color name or an Iterable." + ) if self.__hue is not None and not isinstance(self.__hue, str): raise ValueError("`hue` must be either a string or None.") if self.__order is not None and not isinstance(self.__order, Iterable): @@ -993,8 +1009,10 @@ def _check_errors( ) raise IndexError(err) if isinstance(color_i, str) and color_i.strip() == "": - err = "The color mapping for {0} in `palette` is an empty string. It must contain a color name.".format(group_i) - raise ValueError(err) + err = "The color mapping for {0} in `palette` is an empty string. It must contain a color name.".format( + group_i + ) + raise ValueError(err) if side.lower() not in ["center", "right", "left"]: raise ValueError( @@ -1196,7 +1214,12 @@ def _adjust_gutter_points( return points_data def plot( - self, is_drop_gutter: bool, gutter_limit: float, ax: axes.Subplot, **kwargs + self, + is_drop_gutter: bool, + gutter_limit: float, + ax: axes.Subplot, + filled: Union[bool, List, Tuple], + **kwargs, ) -> axes.Subplot: """ Generate a swarm plot. @@ -1209,6 +1232,11 @@ def plot( The limit for points hitting the gutters. ax : axes.Subplot The matplotlib figure object to which the swarm plot will be added. + filled : bool | List | Tuple + Determines whether the dots in the swarmplot are filled or not. If set to False, + dots are not filled. If provided as a List or Tuple, it should contain boolean values, + each corresponding to a swarm group in order, indicating whether the dot should be + filled or not. **kwargs: Additional keyword arguments to be passed to the scatter plot. @@ -1278,13 +1306,21 @@ def plot( ) else: # color swarms based on `x` column + if not isinstance(filled, bool): + facecolor = ( + "none" + if not filled[x_position - 1] + else self.__palette[group_i] + ) + else: + facecolor = "none" if not filled else self.__palette[group_i] ax.scatter( values_i["x_new"], values_i[self.__y], s=self.__size, - c=self.__palette[group_i], zorder=self.__zorder, - edgecolor="face", + facecolor=facecolor, + edgecolor=self.__palette[group_i], **kwargs, ) diff --git a/dabest/plotter.py b/dabest/plotter.py index e6c51677..7d5f48d6 100644 --- a/dabest/plotter.py +++ b/dabest/plotter.py @@ -267,7 +267,27 @@ def effectsize_df_plotter(effectsize_df, **plot_kwargs): bootstraps_color_by_group = False # Handle the color palette. - names = color_groups + filled = True + empty_circle = plot_kwargs["empty_circle"] + color_by_subgroups = True if empty_circle else False # boolean flag to determine if colour is being grouped by subgroup or the default + if empty_circle: + # Handling color_by_subgroups + # For now, color_by_subgroups can only be True for multi-2-group and 2-group comparison + if isinstance(idx[0], str): + if len(idx) > 2: + color_by_subgroups = False + else: + for group_i in idx: + if len(group_i) > 2: + color_by_subgroups = False + + # filled is now a list, which determines the which group in idx has their dots filled for the swarmplot + filled = [] + for i in range(len(idx)): + filled.append(False) + filled.extend([True] * (len(idx[i]) - 1)) + + names = color_groups if not color_by_subgroups else idx n_groups = len(color_groups) custom_pal = plot_kwargs["custom_palette"] swarm_desat = plot_kwargs["swarm_desat"] @@ -276,6 +296,9 @@ def effectsize_df_plotter(effectsize_df, **plot_kwargs): if custom_pal is None: unsat_colors = sns.color_palette(n_colors=n_groups) + if empty_circle and not color_by_subgroups: + unsat_colors = [sns.color_palette("gray")[3]] + unsat_colors + print(unsat_colors) else: if isinstance(custom_pal, dict): groups_in_palette = { @@ -299,13 +322,21 @@ def effectsize_df_plotter(effectsize_df, **plot_kwargs): if custom_pal is None and color_col is None: swarm_colors = [sns.desaturate(c, swarm_desat) for c in unsat_colors] - plot_palette_raw = dict(zip(names.categories, swarm_colors)) - - bar_color = [sns.desaturate(c, bar_desat) for c in unsat_colors] - plot_palette_bar = dict(zip(names.categories, bar_color)) - contrast_colors = [sns.desaturate(c, contrast_desat) for c in unsat_colors] - plot_palette_contrast = dict(zip(names.categories, contrast_colors)) + if color_by_subgroups: + plot_palette_raw = dict() + plot_palette_contrast = dict() + # No plot_palette_bar because currently there is no empty_circle toggle for proportion plots + for i in range(len(idx)): + for names_i in idx[i]: + plot_palette_raw[names_i] = swarm_colors[i] + plot_palette_contrast[names_i] = contrast_colors[i] + else: + plot_palette_raw = dict(zip(names.categories, swarm_colors)) + plot_palette_contrast = dict(zip(names.categories, contrast_colors)) + + bar_color = [sns.desaturate(c, bar_desat) for c in unsat_colors] + plot_palette_bar = dict(zip(names.categories, bar_color)) # For Sankey Diagram plot, no need to worry about the color, each bar will have the same two colors # default color palette will be set to "hls" @@ -313,13 +344,21 @@ def effectsize_df_plotter(effectsize_df, **plot_kwargs): else: swarm_colors = [sns.desaturate(c, swarm_desat) for c in unsat_colors] - plot_palette_raw = dict(zip(names, swarm_colors)) - - bar_color = [sns.desaturate(c, bar_desat) for c in unsat_colors] - plot_palette_bar = dict(zip(names, bar_color)) - contrast_colors = [sns.desaturate(c, contrast_desat) for c in unsat_colors] - plot_palette_contrast = dict(zip(names, contrast_colors)) + if color_by_subgroups: + plot_palette_raw = dict() + plot_palette_contrast = dict() + # No plot_palette_bar because currently there is no empty_circle toggle for proportion plots + for i in range(len(idx)): + for names_i in idx[i]: + plot_palette_raw[names_i] = swarm_colors[i] + plot_palette_contrast[names_i] = contrast_colors[i] + else: + plot_palette_raw = dict(zip(names, swarm_colors)) + plot_palette_contrast = dict(zip(names, contrast_colors)) + + bar_color = [sns.desaturate(c, bar_desat) for c in unsat_colors] + plot_palette_bar = dict(zip(names, bar_color)) plot_palette_sankey = custom_pal @@ -406,7 +445,7 @@ def effectsize_df_plotter(effectsize_df, **plot_kwargs): fig, axx = plt.subplots( ncols=2, gridspec_kw={"width_ratios": width_ratios_ga, "wspace": 0}, - **init_fig_kwargs + **init_fig_kwargs, ) fig.patch.set_facecolor(face_color) @@ -564,13 +603,13 @@ def effectsize_df_plotter(effectsize_df, **plot_kwargs): order=None, hue=color_col, palette=plot_palette_deltapts, - zorder=2, + zorder=3, size=3, side="right", jitter=jitter, is_drop_gutter=True, gutter_limit=1, - **deltapts_args + **deltapts_args, ) contrast_axes.legend().set_visible(False) @@ -623,14 +662,16 @@ def effectsize_df_plotter(effectsize_df, **plot_kwargs): palette=plot_palette_sankey, ax=rawdata_axes, one_sankey=one_sankey, - **sankey_kwargs + **sankey_kwargs, ) else: if not proportional: # Plot the raw data as a swarmplot. asymmetric_side = ( - plot_kwargs["swarm_side"] if plot_kwargs["swarm_side"] is not None else "right" + plot_kwargs["swarm_side"] + if plot_kwargs["swarm_side"] is not None + else "right" ) # Default asymmetric side is right # swarmplot() plots swarms based on current size of ax @@ -651,12 +692,13 @@ def effectsize_df_plotter(effectsize_df, **plot_kwargs): order=all_plot_groups, hue=color_col, palette=plot_palette_raw, - zorder=1, + zorder=3, side=asymmetric_side, jitter=jitter, + filled=filled, is_drop_gutter=True, gutter_limit=0.45, - **swarmplot_kwargs + **swarmplot_kwargs, ) else: # Plot the raw data as a barplot. @@ -682,7 +724,7 @@ def effectsize_df_plotter(effectsize_df, **plot_kwargs): order=all_plot_groups, palette=plot_palette_bar, zorder=1, - **barplot_kwargs + **barplot_kwargs, ) # adjust the width of bars bar_width = plot_kwargs["bar_width"] @@ -733,7 +775,7 @@ def effectsize_df_plotter(effectsize_df, **plot_kwargs): type=group_summaries, ax=rawdata_axes, method="gapped_lines", - **group_summary_kwargs + **group_summary_kwargs, ) if group_summaries is not None and proportional: @@ -750,7 +792,7 @@ def effectsize_df_plotter(effectsize_df, **plot_kwargs): type=group_summaries, ax=rawdata_axes, method="proportional_error_bar", - **group_summary_kwargs + **group_summary_kwargs, ) # Add the counts to the rawdata axes xticks. @@ -850,7 +892,7 @@ def effectsize_df_plotter(effectsize_df, **plot_kwargs): v = contrast_axes.violinplot( current_bootstrap[~np.isinf(current_bootstrap)], positions=[tick], - **violinplot_kwargs + **violinplot_kwargs, ) # Turn the violinplot into half, and color it the same as the swarmplot. # Do this only if the color column is not specified. @@ -899,7 +941,7 @@ def effectsize_df_plotter(effectsize_df, **plot_kwargs): -es_fontsize / 2, ), textcoords="offset points", - **{"fontsize": es_fontsize} + **{"fontsize": es_fontsize}, ) ################## SHOW ES ON CONTRAST PLOT END @@ -1034,7 +1076,7 @@ def effectsize_df_plotter(effectsize_df, **plot_kwargs): legend_handles_unique, legend_labels_unique, bbox_to_anchor=bta, - **legend_kwargs + **legend_kwargs, ) if show_pairs: for line in leg.get_lines(): @@ -1140,7 +1182,7 @@ def effectsize_df_plotter(effectsize_df, **plot_kwargs): if jj == 0: ref = control_group_summary diff = test_group_summary - effsize_line_start = 1 + effsize_line_start = 0.9 if asymmetric_side == "right" else 1 elif jj == 1: ref = 0 @@ -1152,9 +1194,9 @@ def effectsize_df_plotter(effectsize_df, **plot_kwargs): # Draw reference line. axx.hlines( ref, # y-coordinates - 0, + -0.1 if asymmetric_side=="right" else 0, xlimhigh, # x-coordinates, start and end. - **reflines_kwargs + **reflines_kwargs, ) # Draw effect size line. @@ -1169,7 +1211,7 @@ def effectsize_df_plotter(effectsize_df, **plot_kwargs): ref, # y-coordinates effsize_line_start, xlimhigh, # x-coordinates, start and end. - **reflines_kwargs + **reflines_kwargs, ) # Draw effect size line. @@ -1185,7 +1227,7 @@ def effectsize_df_plotter(effectsize_df, **plot_kwargs): og_ylim_raw[0], # yindex rawdata_axes.get_xlim()[0], 1.3, # xmin, xmax - **redraw_axes_kwargs + **redraw_axes_kwargs, ) rawdata_axes.set_ylim(og_ylim_raw) @@ -1193,7 +1235,7 @@ def effectsize_df_plotter(effectsize_df, **plot_kwargs): contrast_axes.get_ylim()[0], contrast_xlim_max - 0.8, contrast_xlim_max, - **redraw_axes_kwargs + **redraw_axes_kwargs, ) else: @@ -1553,7 +1595,7 @@ def effectsize_df_plotter(effectsize_df, **plot_kwargs): gridkey_width, len(gridkey_rows) * 0.1, ], - **{"alpha": 0.5} + **{"alpha": 0.5}, ) # modifies row label cells diff --git a/nbs/API/effsize_objects.ipynb b/nbs/API/effsize_objects.ipynb index c0aa9fff..fa373740 100644 --- a/nbs/API/effsize_objects.ipynb +++ b/nbs/API/effsize_objects.ipynb @@ -1136,6 +1136,7 @@ " contrast_ylim=None,\n", " delta2_ylim=None,\n", " swarm_side=None,\n", + " empty_circle=False,\n", " custom_palette=None,\n", " swarm_desat=0.5,\n", " halfviolin_desat=1,\n", @@ -1229,6 +1230,12 @@ " https://seaborn.pydata.org/generated/seaborn.cubehelix_palette.html\n", " The named colors of matplotlib can be found here:\n", " https://matplotlib.org/examples/color/named_colors.html\n", + " swarm_side: string, default None\n", + " The side on which points are swarmed for swarmplots (\"center\", \"left\", or \"right\").\n", + " empty_circle: boolean, default False\n", + " Boolean value determining if empty circles will be used for plotting of\n", + " swarmplot for control groups. Color of each individual swarm is also now\n", + " dependent on the comparison group.\n", " swarm_desat : float, default 1\n", " Decreases the saturation of the colors in the swarmplot by the\n", " desired proportion. Uses `seaborn.desaturate()` to acheive this.\n", @@ -1345,7 +1352,7 @@ " if hasattr(self, \"results\") is False:\n", " self.__pre_calc()\n", "\n", - " if self.__delta2:\n", + " if self.__delta2 and not empty_circle:\n", " color_col = self.__x2\n", "\n", " # if self.__proportional:\n", @@ -1925,7 +1932,11 @@ "source": [] } ], - "metadata": {}, + "metadata": { + "language_info": { + "name": "python" + } + }, "nbformat": 4, "nbformat_minor": 2 } diff --git a/nbs/API/plot_tools.ipynb b/nbs/API/plot_tools.ipynb index 9187cfa7..4bdb88a1 100644 --- a/nbs/API/plot_tools.ipynb +++ b/nbs/API/plot_tools.ipynb @@ -811,6 +811,7 @@ " size: float = 5,\n", " side: str = \"center\",\n", " jitter: float = 1,\n", + " filled: Union[bool, List, Tuple] = True,\n", " is_drop_gutter: bool = True,\n", " gutter_limit: float = 0.5,\n", " **kwargs,\n", @@ -843,6 +844,11 @@ " The side on which points are swarmed (\"center\", \"left\", or \"right\"). Default is \"center\".\n", " jitter : int | float\n", " Determines the distance between points. Default is 1.\n", + " filled : bool | List | Tuple\n", + " Determines whether the dots in the swarmplot are filled or not. If set to False,\n", + " dots are not filled. If provided as a List or Tuple, it should contain boolean values,\n", + " each corresponding to a swarm group in order, indicating whether the dot should be\n", + " filled or not.\n", " is_drop_gutter : bool\n", " If True, drop points that hit the gutters; otherwise, readjust them.\n", " gutter_limit : int | float\n", @@ -855,8 +861,10 @@ " axes._subplots.Subplot | axes._axes.Axes\n", " Matplotlib AxesSubplot object for which the swarm plot has been drawn on.\n", " \"\"\"\n", - " s = SwarmPlot(data, x, y, ax, order, hue, palette, zorder, size, side, jitter)\n", - " ax = s.plot(is_drop_gutter, gutter_limit, ax, **kwargs)\n", + " s = SwarmPlot(\n", + " data, x, y, ax, order, hue, palette, zorder, size, side, jitter, filled\n", + " )\n", + " ax = s.plot(is_drop_gutter, gutter_limit, ax, filled, **kwargs)\n", " return ax\n", "\n", "\n", @@ -874,6 +882,7 @@ " size: float = 5,\n", " side: str = \"center\",\n", " jitter: float = 1,\n", + " filled: Union[bool, List, Tuple] = True,\n", " ):\n", " \"\"\"\n", " Initialize a SwarmPlot instance.\n", @@ -903,6 +912,11 @@ " The side on which points are swarmed (\"center\", \"left\", or \"right\"). Default is \"center\".\n", " jitter : int | float\n", " Determines the distance between points. Default is 1.\n", + " filled : bool | List | Tuple\n", + " Determines whether the dots in the swarmplot are filled or not. If set to False,\n", + " dots are not filled. If provided as a List or Tuple, it should contain boolean values,\n", + " each corresponding to a swarm group in order, indicating whether the dot should be\n", + " filled or not.\n", "\n", " Returns\n", " -------\n", @@ -1016,7 +1030,9 @@ " if not isinstance(self.__jitter, (int, float)):\n", " raise ValueError(\"`jitter` must be a scalar or float.\")\n", " if not isinstance(self.__palette, (str, Iterable)):\n", - " raise ValueError(\"`palette` must be either a string indicating a color name or an Iterable.\")\n", + " raise ValueError(\n", + " \"`palette` must be either a string indicating a color name or an Iterable.\"\n", + " )\n", " if self.__hue is not None and not isinstance(self.__hue, str):\n", " raise ValueError(\"`hue` must be either a string or None.\")\n", " if self.__order is not None and not isinstance(self.__order, Iterable):\n", @@ -1056,8 +1072,10 @@ " )\n", " raise IndexError(err)\n", " if isinstance(color_i, str) and color_i.strip() == \"\":\n", - " err = \"The color mapping for {0} in `palette` is an empty string. It must contain a color name.\".format(group_i)\n", - " raise ValueError(err) \n", + " err = \"The color mapping for {0} in `palette` is an empty string. It must contain a color name.\".format(\n", + " group_i\n", + " )\n", + " raise ValueError(err)\n", "\n", " if side.lower() not in [\"center\", \"right\", \"left\"]:\n", " raise ValueError(\n", @@ -1259,7 +1277,12 @@ " return points_data\n", "\n", " def plot(\n", - " self, is_drop_gutter: bool, gutter_limit: float, ax: axes.Subplot, **kwargs\n", + " self,\n", + " is_drop_gutter: bool,\n", + " gutter_limit: float,\n", + " ax: axes.Subplot,\n", + " filled: Union[bool, List, Tuple],\n", + " **kwargs,\n", " ) -> axes.Subplot:\n", " \"\"\"\n", " Generate a swarm plot.\n", @@ -1272,6 +1295,11 @@ " The limit for points hitting the gutters.\n", " ax : axes.Subplot\n", " The matplotlib figure object to which the swarm plot will be added.\n", + " filled : bool | List | Tuple\n", + " Determines whether the dots in the swarmplot are filled or not. If set to False,\n", + " dots are not filled. If provided as a List or Tuple, it should contain boolean values,\n", + " each corresponding to a swarm group in order, indicating whether the dot should be\n", + " filled or not.\n", " **kwargs:\n", " Additional keyword arguments to be passed to the scatter plot.\n", "\n", @@ -1341,13 +1369,21 @@ " )\n", " else:\n", " # color swarms based on `x` column\n", + " if not isinstance(filled, bool):\n", + " facecolor = (\n", + " \"none\"\n", + " if not filled[x_position - 1]\n", + " else self.__palette[group_i]\n", + " )\n", + " else:\n", + " facecolor = \"none\" if not filled else self.__palette[group_i]\n", " ax.scatter(\n", " values_i[\"x_new\"],\n", " values_i[self.__y],\n", " s=self.__size,\n", - " c=self.__palette[group_i],\n", " zorder=self.__zorder,\n", - " edgecolor=\"face\",\n", + " facecolor=facecolor,\n", + " edgecolor=self.__palette[group_i],\n", " **kwargs,\n", " )\n", "\n", diff --git a/nbs/API/plotter.ipynb b/nbs/API/plotter.ipynb index 509e12b9..af2e6031 100644 --- a/nbs/API/plotter.ipynb +++ b/nbs/API/plotter.ipynb @@ -326,7 +326,27 @@ " bootstraps_color_by_group = False\n", "\n", " # Handle the color palette.\n", - " names = color_groups\n", + " filled = True\n", + " empty_circle = plot_kwargs[\"empty_circle\"]\n", + " color_by_subgroups = True if empty_circle else False # boolean flag to determine if colour is being grouped by subgroup or the default\n", + " if empty_circle:\n", + " # Handling color_by_subgroups\n", + " # For now, color_by_subgroups can only be True for multi-2-group and 2-group comparison\n", + " if isinstance(idx[0], str):\n", + " if len(idx) > 2:\n", + " color_by_subgroups = False\n", + " else:\n", + " for group_i in idx:\n", + " if len(group_i) > 2:\n", + " color_by_subgroups = False\n", + " \n", + " # filled is now a list, which determines the which group in idx has their dots filled for the swarmplot\n", + " filled = []\n", + " for i in range(len(idx)):\n", + " filled.append(False)\n", + " filled.extend([True] * (len(idx[i]) - 1))\n", + "\n", + " names = color_groups if not color_by_subgroups else idx\n", " n_groups = len(color_groups)\n", " custom_pal = plot_kwargs[\"custom_palette\"]\n", " swarm_desat = plot_kwargs[\"swarm_desat\"]\n", @@ -335,6 +355,9 @@ "\n", " if custom_pal is None:\n", " unsat_colors = sns.color_palette(n_colors=n_groups)\n", + " if empty_circle and not color_by_subgroups:\n", + " unsat_colors = [sns.color_palette(\"gray\")[3]] + unsat_colors\n", + " print(unsat_colors)\n", " else:\n", " if isinstance(custom_pal, dict):\n", " groups_in_palette = {\n", @@ -358,13 +381,21 @@ "\n", " if custom_pal is None and color_col is None:\n", " swarm_colors = [sns.desaturate(c, swarm_desat) for c in unsat_colors]\n", - " plot_palette_raw = dict(zip(names.categories, swarm_colors))\n", - "\n", - " bar_color = [sns.desaturate(c, bar_desat) for c in unsat_colors]\n", - " plot_palette_bar = dict(zip(names.categories, bar_color))\n", - "\n", " contrast_colors = [sns.desaturate(c, contrast_desat) for c in unsat_colors]\n", - " plot_palette_contrast = dict(zip(names.categories, contrast_colors))\n", + " if color_by_subgroups:\n", + " plot_palette_raw = dict()\n", + " plot_palette_contrast = dict()\n", + " # No plot_palette_bar because currently there is no empty_circle toggle for proportion plots\n", + " for i in range(len(idx)):\n", + " for names_i in idx[i]:\n", + " plot_palette_raw[names_i] = swarm_colors[i]\n", + " plot_palette_contrast[names_i] = contrast_colors[i]\n", + " else:\n", + " plot_palette_raw = dict(zip(names.categories, swarm_colors))\n", + " plot_palette_contrast = dict(zip(names.categories, contrast_colors))\n", + "\n", + " bar_color = [sns.desaturate(c, bar_desat) for c in unsat_colors]\n", + " plot_palette_bar = dict(zip(names.categories, bar_color))\n", "\n", " # For Sankey Diagram plot, no need to worry about the color, each bar will have the same two colors\n", " # default color palette will be set to \"hls\"\n", @@ -372,13 +403,21 @@ "\n", " else:\n", " swarm_colors = [sns.desaturate(c, swarm_desat) for c in unsat_colors]\n", - " plot_palette_raw = dict(zip(names, swarm_colors))\n", - "\n", - " bar_color = [sns.desaturate(c, bar_desat) for c in unsat_colors]\n", - " plot_palette_bar = dict(zip(names, bar_color))\n", - "\n", " contrast_colors = [sns.desaturate(c, contrast_desat) for c in unsat_colors]\n", - " plot_palette_contrast = dict(zip(names, contrast_colors))\n", + " if color_by_subgroups:\n", + " plot_palette_raw = dict()\n", + " plot_palette_contrast = dict()\n", + " # No plot_palette_bar because currently there is no empty_circle toggle for proportion plots\n", + " for i in range(len(idx)):\n", + " for names_i in idx[i]:\n", + " plot_palette_raw[names_i] = swarm_colors[i]\n", + " plot_palette_contrast[names_i] = contrast_colors[i]\n", + " else:\n", + " plot_palette_raw = dict(zip(names, swarm_colors))\n", + " plot_palette_contrast = dict(zip(names, contrast_colors))\n", + "\n", + " bar_color = [sns.desaturate(c, bar_desat) for c in unsat_colors]\n", + " plot_palette_bar = dict(zip(names, bar_color))\n", "\n", " plot_palette_sankey = custom_pal\n", "\n", @@ -465,7 +504,7 @@ " fig, axx = plt.subplots(\n", " ncols=2,\n", " gridspec_kw={\"width_ratios\": width_ratios_ga, \"wspace\": 0},\n", - " **init_fig_kwargs\n", + " **init_fig_kwargs,\n", " )\n", " fig.patch.set_facecolor(face_color)\n", "\n", @@ -623,13 +662,13 @@ " order=None,\n", " hue=color_col,\n", " palette=plot_palette_deltapts,\n", - " zorder=2,\n", + " zorder=3,\n", " size=3,\n", " side=\"right\",\n", " jitter=jitter,\n", " is_drop_gutter=True,\n", " gutter_limit=1,\n", - " **deltapts_args\n", + " **deltapts_args,\n", " )\n", " contrast_axes.legend().set_visible(False)\n", "\n", @@ -682,14 +721,16 @@ " palette=plot_palette_sankey,\n", " ax=rawdata_axes,\n", " one_sankey=one_sankey,\n", - " **sankey_kwargs\n", + " **sankey_kwargs,\n", " )\n", "\n", " else:\n", " if not proportional:\n", " # Plot the raw data as a swarmplot.\n", " asymmetric_side = (\n", - " plot_kwargs[\"swarm_side\"] if plot_kwargs[\"swarm_side\"] is not None else \"right\"\n", + " plot_kwargs[\"swarm_side\"]\n", + " if plot_kwargs[\"swarm_side\"] is not None\n", + " else \"right\"\n", " ) # Default asymmetric side is right\n", "\n", " # swarmplot() plots swarms based on current size of ax\n", @@ -710,12 +751,13 @@ " order=all_plot_groups,\n", " hue=color_col,\n", " palette=plot_palette_raw,\n", - " zorder=1,\n", + " zorder=3,\n", " side=asymmetric_side,\n", " jitter=jitter,\n", + " filled=filled,\n", " is_drop_gutter=True,\n", " gutter_limit=0.45,\n", - " **swarmplot_kwargs\n", + " **swarmplot_kwargs,\n", " )\n", " else:\n", " # Plot the raw data as a barplot.\n", @@ -741,7 +783,7 @@ " order=all_plot_groups,\n", " palette=plot_palette_bar,\n", " zorder=1,\n", - " **barplot_kwargs\n", + " **barplot_kwargs,\n", " )\n", " # adjust the width of bars\n", " bar_width = plot_kwargs[\"bar_width\"]\n", @@ -792,7 +834,7 @@ " type=group_summaries,\n", " ax=rawdata_axes,\n", " method=\"gapped_lines\",\n", - " **group_summary_kwargs\n", + " **group_summary_kwargs,\n", " )\n", "\n", " if group_summaries is not None and proportional:\n", @@ -809,7 +851,7 @@ " type=group_summaries,\n", " ax=rawdata_axes,\n", " method=\"proportional_error_bar\",\n", - " **group_summary_kwargs\n", + " **group_summary_kwargs,\n", " )\n", "\n", " # Add the counts to the rawdata axes xticks.\n", @@ -909,7 +951,7 @@ " v = contrast_axes.violinplot(\n", " current_bootstrap[~np.isinf(current_bootstrap)],\n", " positions=[tick],\n", - " **violinplot_kwargs\n", + " **violinplot_kwargs,\n", " )\n", " # Turn the violinplot into half, and color it the same as the swarmplot.\n", " # Do this only if the color column is not specified.\n", @@ -958,7 +1000,7 @@ " -es_fontsize / 2,\n", " ),\n", " textcoords=\"offset points\",\n", - " **{\"fontsize\": es_fontsize}\n", + " **{\"fontsize\": es_fontsize},\n", " )\n", "\n", " ################## SHOW ES ON CONTRAST PLOT END\n", @@ -1093,7 +1135,7 @@ " legend_handles_unique,\n", " legend_labels_unique,\n", " bbox_to_anchor=bta,\n", - " **legend_kwargs\n", + " **legend_kwargs,\n", " )\n", " if show_pairs:\n", " for line in leg.get_lines():\n", @@ -1199,7 +1241,7 @@ " if jj == 0:\n", " ref = control_group_summary\n", " diff = test_group_summary\n", - " effsize_line_start = 1\n", + " effsize_line_start = 0.9 if asymmetric_side == \"right\" else 1\n", "\n", " elif jj == 1:\n", " ref = 0\n", @@ -1211,9 +1253,9 @@ " # Draw reference line.\n", " axx.hlines(\n", " ref, # y-coordinates\n", - " 0,\n", + " -0.1 if asymmetric_side==\"right\" else 0,\n", " xlimhigh, # x-coordinates, start and end.\n", - " **reflines_kwargs\n", + " **reflines_kwargs,\n", " )\n", "\n", " # Draw effect size line.\n", @@ -1228,7 +1270,7 @@ " ref, # y-coordinates\n", " effsize_line_start,\n", " xlimhigh, # x-coordinates, start and end.\n", - " **reflines_kwargs\n", + " **reflines_kwargs,\n", " )\n", "\n", " # Draw effect size line.\n", @@ -1244,7 +1286,7 @@ " og_ylim_raw[0], # yindex\n", " rawdata_axes.get_xlim()[0],\n", " 1.3, # xmin, xmax\n", - " **redraw_axes_kwargs\n", + " **redraw_axes_kwargs,\n", " )\n", " rawdata_axes.set_ylim(og_ylim_raw)\n", "\n", @@ -1252,7 +1294,7 @@ " contrast_axes.get_ylim()[0],\n", " contrast_xlim_max - 0.8,\n", " contrast_xlim_max,\n", - " **redraw_axes_kwargs\n", + " **redraw_axes_kwargs,\n", " )\n", "\n", " else:\n", @@ -1612,7 +1654,7 @@ " gridkey_width,\n", " len(gridkey_rows) * 0.1,\n", " ],\n", - " **{\"alpha\": 0.5}\n", + " **{\"alpha\": 0.5},\n", " )\n", "\n", " # modifies row label cells\n", From 458c3aa6bfdad3679d51dde4824e10ba39de0c4c Mon Sep 17 00:00:00 2001 From: sunroofgod Date: Sun, 25 Feb 2024 16:45:13 +0800 Subject: [PATCH 03/18] Updated formatting --- dabest/plotter.py | 8 +++++--- nbs/API/plotter.ipynb | 8 +++++--- 2 files changed, 10 insertions(+), 6 deletions(-) diff --git a/dabest/plotter.py b/dabest/plotter.py index 7d5f48d6..fc0ee5d2 100644 --- a/dabest/plotter.py +++ b/dabest/plotter.py @@ -269,7 +269,9 @@ def effectsize_df_plotter(effectsize_df, **plot_kwargs): # Handle the color palette. filled = True empty_circle = plot_kwargs["empty_circle"] - color_by_subgroups = True if empty_circle else False # boolean flag to determine if colour is being grouped by subgroup or the default + color_by_subgroups = ( + True if empty_circle else False + ) # boolean flag to determine if colour is being grouped by subgroup or the default if empty_circle: # Handling color_by_subgroups # For now, color_by_subgroups can only be True for multi-2-group and 2-group comparison @@ -280,7 +282,7 @@ def effectsize_df_plotter(effectsize_df, **plot_kwargs): for group_i in idx: if len(group_i) > 2: color_by_subgroups = False - + # filled is now a list, which determines the which group in idx has their dots filled for the swarmplot filled = [] for i in range(len(idx)): @@ -1194,7 +1196,7 @@ def effectsize_df_plotter(effectsize_df, **plot_kwargs): # Draw reference line. axx.hlines( ref, # y-coordinates - -0.1 if asymmetric_side=="right" else 0, + -0.1 if asymmetric_side == "right" else 0, xlimhigh, # x-coordinates, start and end. **reflines_kwargs, ) diff --git a/nbs/API/plotter.ipynb b/nbs/API/plotter.ipynb index af2e6031..b77067bc 100644 --- a/nbs/API/plotter.ipynb +++ b/nbs/API/plotter.ipynb @@ -328,7 +328,9 @@ " # Handle the color palette.\n", " filled = True\n", " empty_circle = plot_kwargs[\"empty_circle\"]\n", - " color_by_subgroups = True if empty_circle else False # boolean flag to determine if colour is being grouped by subgroup or the default\n", + " color_by_subgroups = (\n", + " True if empty_circle else False\n", + " ) # boolean flag to determine if colour is being grouped by subgroup or the default\n", " if empty_circle:\n", " # Handling color_by_subgroups\n", " # For now, color_by_subgroups can only be True for multi-2-group and 2-group comparison\n", @@ -339,7 +341,7 @@ " for group_i in idx:\n", " if len(group_i) > 2:\n", " color_by_subgroups = False\n", - " \n", + "\n", " # filled is now a list, which determines the which group in idx has their dots filled for the swarmplot\n", " filled = []\n", " for i in range(len(idx)):\n", @@ -1253,7 +1255,7 @@ " # Draw reference line.\n", " axx.hlines(\n", " ref, # y-coordinates\n", - " -0.1 if asymmetric_side==\"right\" else 0,\n", + " -0.1 if asymmetric_side == \"right\" else 0,\n", " xlimhigh, # x-coordinates, start and end.\n", " **reflines_kwargs,\n", " )\n", From e2da55ddbdedd28728e2df6b0d8053a2d67af0f8 Mon Sep 17 00:00:00 2001 From: sunroofgod Date: Mon, 18 Mar 2024 02:41:44 +0800 Subject: [PATCH 04/18] Added input parameter validation for new filled parameter --- dabest/plot_tools.py | 26 ++++++++++++++++---------- nbs/API/plot_tools.ipynb | 26 ++++++++++++++++---------- 2 files changed, 32 insertions(+), 20 deletions(-) diff --git a/dabest/plot_tools.py b/dabest/plot_tools.py index 871aa561..26df2879 100644 --- a/dabest/plot_tools.py +++ b/dabest/plot_tools.py @@ -798,9 +798,7 @@ def swarmplot( axes._subplots.Subplot | axes._axes.Axes Matplotlib AxesSubplot object for which the swarm plot has been drawn on. """ - s = SwarmPlot( - data, x, y, ax, order, hue, palette, zorder, size, side, jitter, filled - ) + s = SwarmPlot(data, x, y, ax, order, hue, palette, zorder, size, side, jitter) ax = s.plot(is_drop_gutter, gutter_limit, ax, filled, **kwargs) return ax @@ -819,7 +817,6 @@ def __init__( size: float = 5, side: str = "center", jitter: float = 1, - filled: Union[bool, List, Tuple] = True, ): """ Initialize a SwarmPlot instance. @@ -849,11 +846,6 @@ def __init__( The side on which points are swarmed ("center", "left", or "right"). Default is "center". jitter : int | float Determines the distance between points. Default is 1. - filled : bool | List | Tuple - Determines whether the dots in the swarmplot are filled or not. If set to False, - dots are not filled. If provided as a List or Tuple, it should contain boolean values, - each corresponding to a swarm group in order, indicating whether the dot should be - filled or not. Returns ------- @@ -999,7 +991,6 @@ def _check_errors( err = "`palette` cannot be an empty string. It must be either a string indicating a color name or an Iterable." raise ValueError(err) if isinstance(self.__palette, dict): - # TODO: to add detection of when dict length is less than size of unique_items for group_i, color_i in self.__palette.items(): if group_i not in pd.unique(data[color_col]): err = ( @@ -1250,6 +1241,21 @@ def plot( raise ValueError("`is_drop_gutter` must be a boolean.") if not isinstance(gutter_limit, (int, float)): raise ValueError("`gutter_limit` must be a scalar or float.") + if not isinstance(filled, (bool, list, tuple)): + raise ValueError("`filled` must be a boolean, list or tuple.") + + # More thorough input validation checks + if isinstance(filled, (list, tuple)): + if len(filled) != len(self.__order): + err = ( + "There are {0} unique values in `x` column in `data` " + "but `filled` has a length of {1}. If `filled` is a list " + "or a tuple, it must have the same length as the number of " + "unique values/groups in the `x` column of data." + ).format(len(self.__order), len(filled)) + raise ValueError(err) + if not all(isinstance(_, bool) for _ in filled): + raise ValueError("All values in `filled` must be a boolean.") # Assumptions are that self.__data_copy is already sorted according to self.__order x_position = ( diff --git a/nbs/API/plot_tools.ipynb b/nbs/API/plot_tools.ipynb index 4bdb88a1..8f0f89ca 100644 --- a/nbs/API/plot_tools.ipynb +++ b/nbs/API/plot_tools.ipynb @@ -861,9 +861,7 @@ " axes._subplots.Subplot | axes._axes.Axes\n", " Matplotlib AxesSubplot object for which the swarm plot has been drawn on.\n", " \"\"\"\n", - " s = SwarmPlot(\n", - " data, x, y, ax, order, hue, palette, zorder, size, side, jitter, filled\n", - " )\n", + " s = SwarmPlot(data, x, y, ax, order, hue, palette, zorder, size, side, jitter)\n", " ax = s.plot(is_drop_gutter, gutter_limit, ax, filled, **kwargs)\n", " return ax\n", "\n", @@ -882,7 +880,6 @@ " size: float = 5,\n", " side: str = \"center\",\n", " jitter: float = 1,\n", - " filled: Union[bool, List, Tuple] = True,\n", " ):\n", " \"\"\"\n", " Initialize a SwarmPlot instance.\n", @@ -912,11 +909,6 @@ " The side on which points are swarmed (\"center\", \"left\", or \"right\"). Default is \"center\".\n", " jitter : int | float\n", " Determines the distance between points. Default is 1.\n", - " filled : bool | List | Tuple\n", - " Determines whether the dots in the swarmplot are filled or not. If set to False,\n", - " dots are not filled. If provided as a List or Tuple, it should contain boolean values,\n", - " each corresponding to a swarm group in order, indicating whether the dot should be\n", - " filled or not.\n", "\n", " Returns\n", " -------\n", @@ -1062,7 +1054,6 @@ " err = \"`palette` cannot be an empty string. It must be either a string indicating a color name or an Iterable.\"\n", " raise ValueError(err)\n", " if isinstance(self.__palette, dict):\n", - " # TODO: to add detection of when dict length is less than size of unique_items\n", " for group_i, color_i in self.__palette.items():\n", " if group_i not in pd.unique(data[color_col]):\n", " err = (\n", @@ -1313,6 +1304,21 @@ " raise ValueError(\"`is_drop_gutter` must be a boolean.\")\n", " if not isinstance(gutter_limit, (int, float)):\n", " raise ValueError(\"`gutter_limit` must be a scalar or float.\")\n", + " if not isinstance(filled, (bool, list, tuple)):\n", + " raise ValueError(\"`filled` must be a boolean, list or tuple.\")\n", + "\n", + " # More thorough input validation checks\n", + " if isinstance(filled, (list, tuple)):\n", + " if len(filled) != len(self.__order):\n", + " err = (\n", + " \"There are {0} unique values in `x` column in `data` \"\n", + " \"but `filled` has a length of {1}. If `filled` is a list \"\n", + " \"or a tuple, it must have the same length as the number of \"\n", + " \"unique values/groups in the `x` column of data.\"\n", + " ).format(len(self.__order), len(filled))\n", + " raise ValueError(err)\n", + " if not all(isinstance(_, bool) for _ in filled):\n", + " raise ValueError(\"All values in `filled` must be a boolean.\")\n", "\n", " # Assumptions are that self.__data_copy is already sorted according to self.__order\n", " x_position = (\n", From 0e79e1c4c4cfa96583ccd8ea2e79393fcd1e51f4 Mon Sep 17 00:00:00 2001 From: sunroofgod Date: Mon, 18 Mar 2024 02:42:18 +0800 Subject: [PATCH 05/18] Added unit tests for new filled parameter for swarmplot --- nbs/tests/test_plot_tools.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/nbs/tests/test_plot_tools.py b/nbs/tests/test_plot_tools.py index f47c6c5d..5bbbac2f 100644 --- a/nbs/tests/test_plot_tools.py +++ b/nbs/tests/test_plot_tools.py @@ -44,6 +44,7 @@ def test_width_determine(): ("jitter", None, "`jitter` must be a scalar or float.", ValueError), ("is_drop_gutter", None, "`is_drop_gutter` must be a boolean.", ValueError), ("gutter_limit", None, "`gutter_limit` must be a scalar or float.", ValueError), + ("filled", 1, "`filled` must be a boolean, list or tuple.", ValueError), # More thorough input validation checks ("x", "a", "a is not a column in `data`.", IndexError), @@ -54,7 +55,9 @@ def test_width_determine(): ("palette", {"Control 1": " "}, "The color mapping for Control 1 in `palette` is an empty string. It must contain a color name.", ValueError), ("palette", {"Control 3": "black"}, "Control 3 in `palette` is not in the 'group' column of `data`.", IndexError), # TODO: to add palette validation testing for when color_col is hue - ("side", "top", "Invalid `side`. Must be one of 'center', 'right', or 'left'.", ValueError) + ("side", "top", "Invalid `side`. Must be one of 'center', 'right', or 'left'.", ValueError), + ("filled", [True, "a"], "All values in `filled` must be a boolean.", ValueError), + ("filled", [True], "There are 2 unique values in `x` column in `data` but `filled` has a length of 1.", ValueError), ]) def test_swarmplot_input_error_handling(param_name, param_value, error_msg, error_type): with pytest.raises(error_type) as excinfo: @@ -70,6 +73,7 @@ def test_swarmplot_input_error_handling(param_name, param_value, error_msg, erro size=5 if param_name != "size" else param_value, side="center" if param_name != "side" else param_value, jitter=1 if param_name != "jitter" else param_value, + filled=True if param_name != "filled" else param_value, is_drop_gutter=True if param_name != "is_drop_gutter" else param_value, gutter_limit=0.5 if param_name != "gutter_limit" else param_value, ) From 397faaccc55dafaf7686ca5bdc28dbee5b326e35 Mon Sep 17 00:00:00 2001 From: sunroofgod Date: Mon, 18 Mar 2024 02:45:05 +0800 Subject: [PATCH 06/18] Added baseline images for empty_circle plot aesthetic --- ...207_gardner_altman_meandiff_empty_circle.png | Bin 0 -> 26700 bytes ...two_group_unpaired_meandiff_empty_circle.png | Bin 0 -> 24685 bytes ...ngs_shared_control_meandiff_empty_circle.png | Bin 0 -> 50280 bytes ...mings_multi_groups_meandiff_empty_circle.png | Bin 0 -> 63599 bytes ...ings_multi_2_group_meandiff_empty_circle.png | Bin 0 -> 37708 bytes ...paired_delta_delta_meandiff_empty_circle.png | Bin 0 -> 52660 bytes ...unpaired_mini_meta_meandiff_empty_circle.png | Bin 0 -> 55668 bytes 7 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 nbs/tests/mpl_image_tests/baseline_images/test_207_gardner_altman_meandiff_empty_circle.png create mode 100644 nbs/tests/mpl_image_tests/baseline_images/test_208_cummings_two_group_unpaired_meandiff_empty_circle.png create mode 100644 nbs/tests/mpl_image_tests/baseline_images/test_209_cummings_shared_control_meandiff_empty_circle.png create mode 100644 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Date: Mon, 18 Mar 2024 02:45:29 +0800 Subject: [PATCH 07/18] Added baseline image tests for empty_circle plot aesthetic --- .../mpl_image_tests/test_plot_aesthetics.py | 175 ++++++++++++++++++ 1 file changed, 175 insertions(+) create mode 100644 nbs/tests/mpl_image_tests/test_plot_aesthetics.py diff --git a/nbs/tests/mpl_image_tests/test_plot_aesthetics.py b/nbs/tests/mpl_image_tests/test_plot_aesthetics.py new file mode 100644 index 00000000..3c74f069 --- /dev/null +++ b/nbs/tests/mpl_image_tests/test_plot_aesthetics.py @@ -0,0 +1,175 @@ +import pytest +import numpy as np +import pandas as pd +from scipy.stats import norm + + +import matplotlib as mpl + +mpl.use("Agg") +import matplotlib.pyplot as plt +import matplotlib.ticker as Ticker + +from dabest._api import load + + +def create_demo_dataset(seed=9999, N=20): + import numpy as np + import pandas as pd + from scipy.stats import norm # Used in generation of populations. + + np.random.seed(9999) # Fix the seed so the results are replicable. + # pop_size = 10000 # Size of each population. + + # Create samples + c1 = norm.rvs(loc=3, scale=0.4, size=N) + c2 = norm.rvs(loc=3.5, scale=0.75, size=N) + c3 = norm.rvs(loc=3.25, scale=0.4, size=N) + + t1 = norm.rvs(loc=3.5, scale=0.5, size=N) + t2 = norm.rvs(loc=2.5, scale=0.6, size=N) + t3 = norm.rvs(loc=3, scale=0.75, size=N) + t4 = norm.rvs(loc=3.5, scale=0.75, size=N) + t5 = norm.rvs(loc=3.25, scale=0.4, size=N) + t6 = norm.rvs(loc=3.25, scale=0.4, size=N) + + # Add a `gender` column for coloring the data. + females = np.repeat("Female", N / 2).tolist() + males = np.repeat("Male", N / 2).tolist() + gender = females + males + + # Add an `id` column for paired data plotting. + id_col = pd.Series(range(1, N + 1)) + + # Combine samples and gender into a DataFrame. + df = pd.DataFrame( + { + "Control 1": c1, + "Test 1": t1, + "Control 2": c2, + "Test 2": t2, + "Control 3": c3, + "Test 3": t3, + "Test 4": t4, + "Test 5": t5, + "Test 6": t6, + "Gender": gender, + "ID": id_col, + } + ) + + return df + + +def create_demo_dataset_delta(seed=9999, N=20): + + import numpy as np + import pandas as pd + from scipy.stats import norm # Used in generation of populations. + + np.random.seed(seed) # Fix the seed so the results are replicable. + # pop_size = 10000 # Size of each population. + + from scipy.stats import norm # Used in generation of populations. + + # Create samples + y = norm.rvs(loc=3, scale=0.4, size=N * 4) + y[N : 2 * N] = y[N : 2 * N] + 1 + y[2 * N : 3 * N] = y[2 * N : 3 * N] - 0.5 + + # Add drug column + t1 = np.repeat("Placebo", N * 2).tolist() + t2 = np.repeat("Drug", N * 2).tolist() + treatment = t1 + t2 + + # Add a `rep` column as the first variable for the 2 replicates of experiments done + rep = [] + for i in range(N * 2): + rep.append("Rep1") + rep.append("Rep2") + + # Add a `genotype` column as the second variable + wt = np.repeat("W", N).tolist() + mt = np.repeat("M", N).tolist() + wt2 = np.repeat("W", N).tolist() + mt2 = np.repeat("M", N).tolist() + + genotype = wt + mt + wt2 + mt2 + + # Add an `id` column for paired data plotting. + id = list(range(0, N * 2)) + id_col = id + id + + # Combine all columns into a DataFrame. + df = pd.DataFrame( + {"ID": id_col, "Rep": rep, "Genotype": genotype, "Treatment": treatment, "Y": y} + ) + return df + + +df = create_demo_dataset() +df_delta = create_demo_dataset_delta() + +two_groups_unpaired = load(df, idx=("Control 1", "Test 1")) + +multi_2group = load( + df, + idx=( + ( + "Control 1", + "Test 1", + ), + ("Control 2", "Test 2"), + ), +) + +shared_control = load( + df, idx=("Control 1", "Test 1", "Test 2", "Test 3", "Test 4", "Test 5", "Test 6") +) + +multi_groups = load( + df, + idx=( + ( + "Control 1", + "Test 1", + ), + ("Control 2", "Test 2", "Test 3"), + ("Control 3", "Test 4", "Test 5", "Test 6"), + ), +) + +unpaired_delta_delta = load( + data=df_delta, x=["Genotype", "Genotype"], y="Y", delta2=True, experiment="Treatment" +) + +unpaired_mini_meta = load(df, idx=(("Control 1", "Test 1"), ("Control 2", "Test 2"), ("Control 3", "Test 3")), + mini_meta=True) + +@pytest.mark.mpl_image_compare(tolerance=8) +def test_207_gardner_altman_meandiff_empty_circle(): + return two_groups_unpaired.mean_diff.plot(empty_circle=True); + +@pytest.mark.mpl_image_compare(tolerance=8) +def test_208_cummings_two_group_unpaired_meandiff_empty_circle(): + return two_groups_unpaired.mean_diff.plot(empty_circle=True, float_contrast=False); + +@pytest.mark.mpl_image_compare(tolerance=8) +def test_209_cummings_shared_control_meandiff_empty_circle(): + return shared_control.mean_diff.plot(empty_circle=True); + +@pytest.mark.mpl_image_compare(tolerance=8) +def test_210_cummings_multi_groups_meandiff_empty_circle(): + return multi_groups.mean_diff.plot(empty_circle=True); + +@pytest.mark.mpl_image_compare(tolerance=8) +def test_211_cummings_multi_2_group_meandiff_empty_circle(): + return multi_2group.mean_diff.plot(empty_circle=True); + +@pytest.mark.mpl_image_compare(tolerance=8) +def test_212_cummings_unpaired_delta_delta_meandiff_empty_circle(): + return unpaired_delta_delta.mean_diff.plot(empty_circle=True); + +@pytest.mark.mpl_image_compare(tolerance=8) +def test_213_cummings_unpaired_mini_meta_meandiff_empty_circle(): + return unpaired_mini_meta.mean_diff.plot(empty_circle=True); From 6cc19f84037fb66272f518c93358f79ee636b816 Mon Sep 17 00:00:00 2001 From: sunroofgod Date: Mon, 18 Mar 2024 02:46:02 +0800 Subject: [PATCH 08/18] Updated summary lines for swarm_side='right' --- ...st_01_gardner_altman_unpaired_meandiff.png | Bin 24195 -> 24212 bytes ..._02_gardner_altman_unpaired_mediandiff.png | Bin 24903 -> 24953 bytes ...st_03_gardner_altman_unpaired_hedges_g.png | Bin 22087 -> 22108 bytes ...test_04_gardner_altman_paired_hedges_g.png | Bin 36369 -> 36396 bytes ...test_04_gardner_altman_paired_meandiff.png | Bin 39169 -> 39198 bytes ...5_cummings_two_group_unpaired_meandiff.png | Bin 23108 -> 23109 bytes 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