From 1ce30ccb0901eca27ff76a0ac1d0ba4ab3aba9be Mon Sep 17 00:00:00 2001 From: Adam Nekimken Date: Thu, 26 Sep 2019 18:21:10 -0700 Subject: [PATCH 01/37] made mean diff plot with inset axes --- dabest/plotter.py | 43 ++++---- dabest/tests/test_04_inset_plots.py | 146 ++++++++++++++++++++++++++++ 2 files changed, 172 insertions(+), 17 deletions(-) create mode 100644 dabest/tests/test_04_inset_plots.py diff --git a/dabest/plotter.py b/dabest/plotter.py index efe73384..f9700013 100644 --- a/dabest/plotter.py +++ b/dabest/plotter.py @@ -22,7 +22,7 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): swarm_ylim=None, contrast_ylim=None, custom_palette=None, swarm_desat=0.5, halfviolin_desat=1, - halfviolin_alpha=0.8, + halfviolin_alpha=0.8, float_contrast=True, show_pairs=True, @@ -258,10 +258,16 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): # Here, we hardcode some figure parameters. if float_contrast is True: - fig, axx = plt.subplots(ncols=2, - gridspec_kw={"width_ratios": [2.5, 1], - "wspace": 0}, - **init_fig_kwargs) +# fig, axx = plt.subplots(ncols=2, +# gridspec_kw={"width_ratios": [2.5, 1], +# "wspace": 0}, +# **init_fig_kwargs) + # Bbox(x0=0.125, y0=0.125, x1=0.6785714285714286, y1=0.88) + fig, rawdata_axes = plt.subplots(**init_fig_kwargs) + axins = rawdata_axes.inset_axes([1, 0, 0.4, 1]) + rawdata_axes.set_position([0.125, 0.125, 0.55, 0.75]) + contrast_axes = axins + # TODO: implement check for user input axes instead of new fig else: fig, axx = plt.subplots(nrows=2, @@ -273,9 +279,12 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): contrast_ax_ylim_low = list() contrast_ax_ylim_high = list() contrast_ax_ylim_tickintervals = list() + rawdata_axes = axx[0] + contrast_axes = axx[1] + # TODO: implement inset axes for plots with two rows - rawdata_axes = axx[0] - contrast_axes = axx[1] +# rawdata_axes = axx[0] +# contrast_axes = axx[1] rawdata_axes.set_frame_on(False) contrast_axes.set_frame_on(False) @@ -521,7 +530,7 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): _, contrast_xlim_max = contrast_axes.get_xlim() difference = float(results.difference[0]) - + if effect_size_type in ["mean_diff", "median_diff"]: # Align 0 of contrast_axes to reference group mean of rawdata_axes. # If the effect size is positive, shift the contrast axis up. @@ -548,25 +557,25 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): which_std = 0 temp_control = plot_data[plot_data[xvar] == current_control][yvar] temp_test = plot_data[plot_data[xvar] == current_group][yvar] - + stds = _compute_standardizers(temp_control, temp_test) if is_paired: pooled_sd = stds[1] else: pooled_sd = stds[0] - + if effect_size_type == 'hedges_g': gby_count = plot_data.groupby(xvar).count() len_control = gby_count.loc[current_control, yvar] len_test = gby_count.loc[current_group, yvar] - + hg_correction_factor = _compute_hedges_correction_factor(len_control, len_test) - + ylim_scale_factor = pooled_sd / hg_correction_factor - + else: ylim_scale_factor = pooled_sd - + scaled_ylim = ((rawdata_axes.get_ylim() - control_group_summary) / ylim_scale_factor).tolist() contrast_axes.set_ylim(scaled_ylim) @@ -596,7 +605,7 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): axx.hlines(ref, # y-coordinates 0, xlimhigh, # x-coordinates, start and end. **reflines_kwargs) - + # Draw effect size line. axx.hlines(diff, effsize_line_start, xlimhigh, **reflines_kwargs) @@ -676,7 +685,7 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): swarm_label = "value" elif swarm_label is None and yvar is not None: swarm_label = yvar - + # Place contrast axes y-label. contrast_label_dict = {'mean_diff' : "mean difference", 'median_diff' : "median difference", @@ -699,7 +708,7 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): contrast_axes.yaxis.set_label_position("right") - # Set the rawdata axes labels appropriately + # Set the rawdata axes labels appropriately rawdata_axes.set_ylabel(swarm_label) rawdata_axes.set_xlabel("") diff --git a/dabest/tests/test_04_inset_plots.py b/dabest/tests/test_04_inset_plots.py new file mode 100644 index 00000000..cae928ce --- /dev/null +++ b/dabest/tests/test_04_inset_plots.py @@ -0,0 +1,146 @@ +#!/usr/bin/env python3 +# -*- coding: utf-8 -*- +""" +Created on Thu Sep 26 16:57:11 2019 + +@author: adam nekimken +""" + +import pytest +import matplotlib as mpl +import matplotlib.pyplot as plt +mpl.use('Agg') + +import numpy as np +import scipy as sp +import pandas as pd +import seaborn as sns +from .._api import load +from .utils import create_dummy_dataset, get_swarm_yspans + + +def test_gardner_altman_unpaired(): + + base_mean = np.random.randint(10, 101) + seed, ptp, df = create_dummy_dataset(base_mean=base_mean) + print('\nSeed = {}; base mean = {}'.format(seed, base_mean)) + + for c in df.columns[1:-1]: + print('{}...'.format(c)) + + # Create Gardner-Altman plot. + rand_swarm_ylim = (np.random.uniform(base_mean-10, base_mean, 1), + np.random.uniform(base_mean, base_mean+10, 1)) + two_group_unpaired = load(df, idx=(df.columns[0], c)) + f1 = two_group_unpaired.mean_diff.plot(swarm_ylim=rand_swarm_ylim, + swarm_label="Raw swarmplot...", + contrast_label="Contrast!") + + rawswarm_axes = f1.axes[0] + contrast_axes = f1.axes[1] + + # Check ylims match the desired ones. + assert rawswarm_axes.get_ylim()[0] == pytest.approx(rand_swarm_ylim[0]) + assert rawswarm_axes.get_ylim()[1] == pytest.approx(rand_swarm_ylim[1]) + + + # Check each swarmplot group matches canonical seaborn swarmplot. + _, swarmplt = plt.subplots(1) + swarmplt.set_ylim(rand_swarm_ylim) + sns.swarmplot(data=df[[df.columns[0], c]], ax=swarmplt) + sns_yspans = [] + for coll in swarmplt.collections: + sns_yspans.append(get_swarm_yspans(coll)) + dabest_yspans = [get_swarm_yspans(coll) + for coll in rawswarm_axes.collections] + for j, span in enumerate(sns_yspans): + assert span == pytest.approx(dabest_yspans[j]) + + # Check xtick labels. + swarm_xticks = [a.get_text() for a in rawswarm_axes.get_xticklabels()] + assert swarm_xticks[0] == "{}\nN = 30".format(df.columns[0]) + assert swarm_xticks[1] == "{}\nN = 30".format(c) + + contrast_xticks = [a.get_text() for a in contrast_axes.get_xticklabels()] + assert contrast_xticks[1] == "{}\nminus\n{}".format(c, df.columns[0]) + + # Check ylabels. + assert rawswarm_axes.get_ylabel() == "Raw swarmplot..." + assert contrast_axes.get_ylabel() == "Contrast!" + + + + + +def test_cummings_unpaired(): + base_mean = np.random.randint(-5, 5) + seed, ptp, df = create_dummy_dataset(base_mean=base_mean, expt_groups=7) + print('\nSeed = {}; base mean = {}'.format(seed, base_mean)) + + IDX = (('0','5'), ('3','2'), ('4', '1', '6')) + multi_2group_unpaired = load(df, idx=IDX) + + rand_swarm_ylim = (np.random.uniform(base_mean-10, base_mean, 1), + np.random.uniform(base_mean, base_mean+10, 1)) + + if base_mean == 0: + # Have to set the contrast ylim, because the way I dynamically generate + # the contrast ylims will flunk out with base_mean = 0. + rand_contrast_ylim = (-0.5, 0.5) + else: + rand_contrast_ylim = (-base_mean/3, base_mean/3) + + f1 = multi_2group_unpaired.mean_diff.plot(swarm_ylim=rand_swarm_ylim, + contrast_ylim=rand_contrast_ylim, + swarm_label="Raw swarmplot!", + contrast_label="Contrast...") + + rawswarm_axes = f1.axes[0] + contrast_axes = f1.axes[1] + + # Check swarm ylims match the desired ones. + assert rawswarm_axes.get_ylim()[0] == pytest.approx(rand_swarm_ylim[0]) + assert rawswarm_axes.get_ylim()[1] == pytest.approx(rand_swarm_ylim[1]) + + # Check contrast ylims match the desired ones. + assert contrast_axes.get_ylim()[0] == pytest.approx(rand_contrast_ylim[0]) + assert contrast_axes.get_ylim()[1] == pytest.approx(rand_contrast_ylim[1]) + + # Check xtick labels. + idx_flat = [g for t in IDX for g in t] + swarm_xticks = [a.get_text() for a in rawswarm_axes.get_xticklabels()] + for j, xtick in enumerate(swarm_xticks): + assert xtick == "{}\nN = 30".format(idx_flat[j]) + + contrast_xticks = [a.get_text() for a in contrast_axes.get_xticklabels()] + assert contrast_xticks[1] == "5\nminus\n0" + assert contrast_xticks[3] == "2\nminus\n3" + assert contrast_xticks[5] == "1\nminus\n4" + assert contrast_xticks[6] == "6\nminus\n4" + + # Check ylabels. + assert rawswarm_axes.get_ylabel() == "Raw swarmplot!" + assert contrast_axes.get_ylabel() == "Contrast..." + + + + + +def test_gardner_altman_paired(): + base_mean = np.random.randint(-5, 5) + seed, ptp, df = create_dummy_dataset(base_mean=base_mean) + + + # Check that the plot data matches the raw data. + two_group_paired = load(df, idx=("1", "2"), id_col="idcol", paired=True) + f1 = two_group_paired.mean_diff.plot() + rawswarm_axes = f1.axes[0] + contrast_axes = f1.axes[1] + assert df['1'].tolist() == [l.get_ydata()[0] for l in rawswarm_axes.lines] + assert df['2'].tolist() == [l.get_ydata()[1] for l in rawswarm_axes.lines] + + + # Check that id_col must be specified. + err_to_catch = "`id_col` must be specified if `is_paired` is set to True." + with pytest.raises(IndexError, match=err_to_catch): + this_will_not_work = load(df, idx=("1", "2"), paired=True) \ No newline at end of file From 72607027e1df2192a4e9fdb8fed8d5d1f36341ba Mon Sep 17 00:00:00 2001 From: Adam Nekimken Date: Fri, 27 Sep 2019 14:55:50 -0700 Subject: [PATCH 02/37] implemented inset axes for Cumming plot --- dabest/plotter.py | 20 ++++++++++++-------- 1 file changed, 12 insertions(+), 8 deletions(-) diff --git a/dabest/plotter.py b/dabest/plotter.py index f9700013..4e6fa043 100644 --- a/dabest/plotter.py +++ b/dabest/plotter.py @@ -256,32 +256,35 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): # sns.set(context="talk", style='ticks') init_fig_kwargs = dict(figsize=fig_size, dpi=plot_kwargs["dpi"]) + # TODO: implement check for user input axes instead of new fig # Here, we hardcode some figure parameters. if float_contrast is True: # fig, axx = plt.subplots(ncols=2, # gridspec_kw={"width_ratios": [2.5, 1], # "wspace": 0}, # **init_fig_kwargs) - # Bbox(x0=0.125, y0=0.125, x1=0.6785714285714286, y1=0.88) fig, rawdata_axes = plt.subplots(**init_fig_kwargs) axins = rawdata_axes.inset_axes([1, 0, 0.4, 1]) rawdata_axes.set_position([0.125, 0.125, 0.55, 0.75]) contrast_axes = axins - # TODO: implement check for user input axes instead of new fig else: - fig, axx = plt.subplots(nrows=2, - gridspec_kw={"hspace": 0.3}, - **init_fig_kwargs) +# fig, axx = plt.subplots(nrows=2, +# gridspec_kw={"hspace": 0.3}, +# **init_fig_kwargs) + fig, rawdata_axes = plt.subplots(**init_fig_kwargs) + axins = rawdata_axes.inset_axes([0, -1.3, 1, 1]) + rawdata_axes.set_position([0.125, 0.55, 0.775, 0.33]) + contrast_axes = axins +# Bbox(x0=0.125, y0=0.12499999999999989, x1=0.9, y1=0.45326086956521733) # If the contrast axes are NOT floating, create lists to store raw ylims # and raw tick intervals, so that I can normalize their ylims later. contrast_ax_ylim_low = list() contrast_ax_ylim_high = list() contrast_ax_ylim_tickintervals = list() - rawdata_axes = axx[0] - contrast_axes = axx[1] - # TODO: implement inset axes for plots with two rows +# rawdata_axes = axx[0] +# contrast_axes = axx[1] # rawdata_axes = axx[0] # contrast_axes = axx[1] @@ -410,6 +413,7 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): # Take note of where the `control` groups are. ticks_to_skip = np.cumsum([len(t) for t in idx])[:-1].tolist() ticks_to_skip.insert(0, 0) + # TODO: fix x-axis skip bug in inset axes # Then obtain the ticks where we have to plot the effect sizes. ticks_to_plot = [t for t in range(0, len(all_plot_groups)) From 6402c3275182b54d0702ee7138f2cb732703b96f Mon Sep 17 00:00:00 2001 From: Adam Nekimken Date: Fri, 27 Sep 2019 16:04:28 -0700 Subject: [PATCH 03/37] implemented optional target axes --- dabest/_classes.py | 68 ++++++++++++++++++++----------------- dabest/plotter.py | 85 ++++++++++++++++++++++++++++++---------------- 2 files changed, 92 insertions(+), 61 deletions(-) diff --git a/dabest/_classes.py b/dabest/_classes.py index 99eb2e82..7c4749cb 100644 --- a/dabest/_classes.py +++ b/dabest/_classes.py @@ -44,16 +44,16 @@ def __init__(self, data, idx, x, y, paired, id_col, ci, resamples, if len(idx) > len(all_plot_groups): err0 = '`idx` contains duplicated groups. Please remove any duplicates and try again.' raise ValueError(err0) - + # We need to re-wrap this idx inside another tuple so as to # easily loop thru each pairwise group later on. self.__idx = (idx,) elif all([isinstance(i, (tuple, list)) for i in idx]): all_plot_groups = pd.unique([tt for t in idx for tt in t]).tolist() - + actual_groups_given = sum([len(i) for i in idx]) - + if actual_groups_given > len(all_plot_groups): err0 = 'Groups are repeated across tuples,' err1 = ' or a tuple has repeated groups in it.' @@ -107,10 +107,10 @@ def __init__(self, data, idx, x, y, paired, id_col, ci, resamples, err1 = " Please check `idx` and try again." raise IndexError(err0 + err1) - # Select only rows where the value in the `x` column + # Select only rows where the value in the `x` column # is found in `idx`. plot_data = data_in[data_in.loc[:, x].isin(all_plot_groups)].copy() - + # plot_data.drop("index", inplace=True, axis=1) # Assign attributes @@ -133,7 +133,7 @@ def __init__(self, data, idx, x, y, paired, id_col, ci, resamples, err0 = '"{0}" is not a column in `data`.'.format(g) err1 = " Please check `idx` and try again." raise IndexError(err0 + err1) - + set_all_columns = set(data_in.columns.tolist()) set_all_plot_groups = set(all_plot_groups) id_vars = set_all_columns.difference(set_all_plot_groups) @@ -143,26 +143,26 @@ def __init__(self, data, idx, x, y, paired, id_col, ci, resamples, value_vars=all_plot_groups, value_name=self.__yvar, var_name=self.__xvar) - + # Lines 131 to 140 added in v0.2.3. - # Fixes a bug that jammed up when the xvar column was already + # Fixes a bug that jammed up when the xvar column was already # a pandas Categorical. Now we check for this and act appropriately. - if isinstance(plot_data[self.__xvar].dtype, + if isinstance(plot_data[self.__xvar].dtype, pd.CategoricalDtype) is True: plot_data[self.__xvar].cat.remove_unused_categories(inplace=True) - plot_data[self.__xvar].cat.reorder_categories(all_plot_groups, - ordered=True, + plot_data[self.__xvar].cat.reorder_categories(all_plot_groups, + ordered=True, inplace=True) else: plot_data.loc[:, self.__xvar] = pd.Categorical(plot_data[self.__xvar], categories=all_plot_groups, ordered=True) - + # # The line below was added in v0.2.4, removed in v0.2.5. # plot_data.dropna(inplace=True) - + self.__plot_data = plot_data - + self.__all_plot_groups = all_plot_groups @@ -379,42 +379,42 @@ def __init__(self, control, test, effect_size, Returns ------- A :py:class:`TwoGroupEffectSize` object. - + difference : float The effect size of the difference between the control and the test. - + effect_size : string The type of effect size reported. - + is_paired : boolean Whether or not the difference is paired (ie. repeated measures). - + ci : float Returns the width of the confidence interval, in percent. - + alpha : float Returns the significance level of the statistical test as a float between 0 and 1. - + resamples : int The number of resamples performed during the bootstrap procedure. bootstraps : nmupy ndarray The generated bootstraps of the effect size. - + random_seed : int The number used to initialise the numpy random seed generator, ie. `seed_value` from `numpy.random.seed(seed_value)` is returned. - + bca_low, bca_high : float The bias-corrected and accelerated confidence interval lower limit and upper limits, respectively. - + pct_low, pct_high : float - The percentile confidence interval lower limit and upper limits, + The percentile confidence interval lower limit and upper limits, respectively. - - + + Examples -------- >>> import numpy as np @@ -428,7 +428,7 @@ def __init__(self, control, test, effect_size, The unpaired mean difference is -0.253 [95%CI -0.782, 0.241] 5000 bootstrap samples. The confidence interval is bias-corrected and accelerated. - >>> effsize.to_dict() + >>> effsize.to_dict() {'alpha': 0.05, 'bca_high': 0.2413346581369784, 'bca_interval_idx': (109, 4858), @@ -630,7 +630,7 @@ def __init__(self, control, test, effect_size, # Mann-Whitney test: Non parametric, # does not assume normality of distributions try: - mann_whitney = spstats.mannwhitneyu(control, test, + mann_whitney = spstats.mannwhitneyu(control, test, alternative='two-sided') self.__pvalue_mann_whitney = mann_whitney.pvalue self.__statistic_mann_whitney = mann_whitney.statistic @@ -1013,7 +1013,7 @@ def __pre_calc(self): r_dict["test"] = tname r_dict["control_N"] = int(len(control)) r_dict["test_N"] = int(len(test)) - + out.append(r_dict) if j == len(idx)-1 and ix == len(current_tuple)-2: @@ -1094,7 +1094,7 @@ def plot(self, color_col=None, swarm_ylim=None, contrast_ylim=None, custom_palette=None, swarm_desat=0.5, halfviolin_desat=1, - halfviolin_alpha=0.8, + halfviolin_alpha=0.8, float_contrast=True, show_pairs=True, @@ -1103,6 +1103,7 @@ def plot(self, color_col=None, fig_size=None, dpi=100, + ax=None, swarmplot_kwargs=None, violinplot_kwargs=None, @@ -1155,7 +1156,7 @@ def plot(self, color_col=None, curves by the desired proportion. Uses `seaborn.desaturate()` to acheive this. halfviolin_alpha : float, default 0.8 - The alpha (transparency) level of the half-violin bootstrap curves. + The alpha (transparency) level of the half-violin bootstrap curves. float_contrast : boolean, default True Whether or not to display the halfviolin bootstrapped difference distribution alongside the raw data. @@ -1171,11 +1172,14 @@ def plot(self, color_col=None, instead. If 'None', the summaries are not shown. group_summaries_offset : float, default 0.1 If group summaries are displayed, they will be offset from the raw - data swarmplot groups by this value. + data swarmplot groups by this value. fig_size : tuple, default None The desired dimensions of the figure as a (length, width) tuple. dpi : int, default 100 The dots per inch of the resulting figure. + ax : matplotlib.Axes, default None + Provide an existing axes for the plots to be created. If no axes + specified, a new figure will be created with the plot. swarmplot_kwargs : dict, default None Pass any keyword arguments accepted by the seaborn `swarmplot` command here, as a dict. If None, the following keywords are diff --git a/dabest/plotter.py b/dabest/plotter.py index 4e6fa043..b1b5e800 100644 --- a/dabest/plotter.py +++ b/dabest/plotter.py @@ -31,6 +31,7 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): fig_size=None, dpi=100, + ax=None, swarmplot_kwargs=None, violinplot_kwargs=None, @@ -256,38 +257,64 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): # sns.set(context="talk", style='ticks') init_fig_kwargs = dict(figsize=fig_size, dpi=plot_kwargs["dpi"]) - # TODO: implement check for user input axes instead of new fig - # Here, we hardcode some figure parameters. - if float_contrast is True: -# fig, axx = plt.subplots(ncols=2, -# gridspec_kw={"width_ratios": [2.5, 1], -# "wspace": 0}, -# **init_fig_kwargs) - fig, rawdata_axes = plt.subplots(**init_fig_kwargs) - axins = rawdata_axes.inset_axes([1, 0, 0.4, 1]) - rawdata_axes.set_position([0.125, 0.125, 0.55, 0.75]) + # TODO: double check that everything is working! + if plot_kwargs["ax"] is not None: + ax = plot_kwargs["ax"] + fig = ax.get_figure() + ax_position = ax.get_position() # [[x0, y0], [x1, y1]] + rawdata_axes = ax + if float_contrast is True: + +# fig, rawdata_axes = plt.subplots(**init_fig_kwargs) + axins = rawdata_axes.inset_axes([1, 0, 0.4, 1]) +# rawdata_axes.set_position([0.125, 0.125, 0.55, 0.75]) + rawdata_axes.set_position( # [l, b, w, h] + [ax_position.x0, + ax_position.y0, + (ax_position.x1 - ax_position.x0) * 0.55, + (ax_position.y1 - ax_position.y0) * 0.75]) + + contrast_axes = axins + + else: +# fig, rawdata_axes = plt.subplots(**init_fig_kwargs) + axins = rawdata_axes.inset_axes([0, -1.3, 1, 1]) +# rawdata_axes.set_position([0.125, 0.55, 0.775, 0.33]) + rawdata_axes.set_position( + [ax_position.x0, + ax_position.y0 + 0.55 * (ax_position.y1 - ax_position.y0), + (ax_position.x1 - ax_position.x0), # * 0.775, + (ax_position.y1 - ax_position.y0) * 0.33]) + + # Bbox(x0=0.125, y0=0.12499999999999989, x1=0.9, y1=0.45326086956521733) + + # If the contrast axes are NOT floating, create lists to store raw ylims + # and raw tick intervals, so that I can normalize their ylims later. + contrast_ax_ylim_low = list() + contrast_ax_ylim_high = list() + contrast_ax_ylim_tickintervals = list() contrast_axes = axins else: -# fig, axx = plt.subplots(nrows=2, -# gridspec_kw={"hspace": 0.3}, -# **init_fig_kwargs) - fig, rawdata_axes = plt.subplots(**init_fig_kwargs) - axins = rawdata_axes.inset_axes([0, -1.3, 1, 1]) - rawdata_axes.set_position([0.125, 0.55, 0.775, 0.33]) - contrast_axes = axins -# Bbox(x0=0.125, y0=0.12499999999999989, x1=0.9, y1=0.45326086956521733) - - # If the contrast axes are NOT floating, create lists to store raw ylims - # and raw tick intervals, so that I can normalize their ylims later. - contrast_ax_ylim_low = list() - contrast_ax_ylim_high = list() - contrast_ax_ylim_tickintervals = list() -# rawdata_axes = axx[0] -# contrast_axes = axx[1] - -# rawdata_axes = axx[0] -# contrast_axes = axx[1] + # Here, we hardcode some figure parameters. + if float_contrast is True: + fig, axx = plt.subplots(ncols=2, + gridspec_kw={"width_ratios": [2.5, 1], + "wspace": 0}, + **init_fig_kwargs) + + else: + fig, axx = plt.subplots(nrows=2, + gridspec_kw={"hspace": 0.3}, + **init_fig_kwargs) + # If the contrast axes are NOT floating, create lists to store raw ylims + # and raw tick intervals, so that I can normalize their ylims later. + contrast_ax_ylim_low = list() + contrast_ax_ylim_high = list() + contrast_ax_ylim_tickintervals = list() + + rawdata_axes = axx[0] + contrast_axes = axx[1] rawdata_axes.set_frame_on(False) contrast_axes.set_frame_on(False) From 9f3d11a548420a6cb414aff5b01357da38e090a3 Mon Sep 17 00:00:00 2001 From: Matthew Edwards Date: Sun, 29 Sep 2019 20:33:24 +1300 Subject: [PATCH 04/37] Replace manual dependency specification with install_requires to fix pip install --- setup.py | 53 ++++++++--------------------------------------------- 1 file changed, 8 insertions(+), 45 deletions(-) diff --git a/setup.py b/setup.py index 9e1ae6bd..a448e08d 100644 --- a/setup.py +++ b/setup.py @@ -35,54 +35,10 @@ -def need_to_install(module, version): - desired_major_version = int(version.split('.')[0]) - desired_minor_version = int(version.split('.')[1]) - - INSTALLED_VERSION_MAJOR = int(module.__version__.split('.')[0]) - INSTALLED_VERSION_MINOR = int(module.__version__.split('.')[1]) - - if INSTALLED_VERSION_MAJOR < desired_major_version: - return True - - elif INSTALLED_VERSION_MAJOR == desired_major_version and \ - INSTALLED_VERSION_MINOR < desired_minor_version: - return True - - else: - return False - - - -def check_dependencies(): - from importlib import import_module - - modules = {'numpy' : '1.15', - 'scipy' : '1.2', - 'statsmodels': '0.9', - 'pandas' : '0.24', - 'matplotlib' : '3.0', - 'seaborn' : '0.9'} - to_install = [] - - for module, version in modules.items(): - try: - my_module = import_module(module) - - if need_to_install(my_module, version): - to_install.append("{}=={}".format(module, version)) - - except ImportError: - to_install.append("{}=={}".format(module, version)) - - return to_install if __name__ == "__main__": - - installs = check_dependencies() - setup( name='dabest', author='Joses W. Ho', @@ -93,7 +49,14 @@ def check_dependencies(): description=DESCRIPTION, long_description=LONG_DESCRIPTION, packages=find_packages(), - install_requires=installs, + install_requires=[ + 'numpy~=1.15', + 'scipy~=1.2', + # 'statsmodels~=0.9', + 'pandas<0.25', + 'matplotlib~=3.0', + 'seaborn~=0.9' + ], url='https://acclab.github.io/DABEST-python-docs', download_url='https://www.github.com/ACCLAB/DABEST-python', license='BSD 3-clause Clear License' From c62f6e9fd3f2d58a386edeb9a4fd4ac813654974 Mon Sep 17 00:00:00 2001 From: Matthew Edwards Date: Sun, 29 Sep 2019 20:34:02 +1300 Subject: [PATCH 05/37] Add Python>=3.5 requirement --- setup.py | 1 + 1 file changed, 1 insertion(+) diff --git a/setup.py b/setup.py index a448e08d..89c33c91 100644 --- a/setup.py +++ b/setup.py @@ -57,6 +57,7 @@ 'matplotlib~=3.0', 'seaborn~=0.9' ], + python_requires='>=3.5', url='https://acclab.github.io/DABEST-python-docs', download_url='https://www.github.com/ACCLAB/DABEST-python', license='BSD 3-clause Clear License' From b4509808a1b9c7e940f5a1ab3015b04af9d7074d Mon Sep 17 00:00:00 2001 From: Matthew Edwards Date: Sun, 29 Sep 2019 20:34:34 +1300 Subject: [PATCH 06/37] Remove broken distutils fallback --- setup.py | 11 ----------- 1 file changed, 11 deletions(-) diff --git a/setup.py b/setup.py index 89c33c91..4712c3c9 100644 --- a/setup.py +++ b/setup.py @@ -27,17 +27,6 @@ """ -# Modified from from setup.py in seaborn. -try: - from setuptools import setup -except ImportError: - from distutils.core import setup - - - - - - if __name__ == "__main__": setup( name='dabest', From 1fd785033b014dd1843f721448965545e6de0d44 Mon Sep 17 00:00:00 2001 From: Matthew Edwards Date: Sun, 29 Sep 2019 20:44:13 +1300 Subject: [PATCH 07/37] Update readme --- README.md | 18 ++++++------------ 1 file changed, 6 insertions(+), 12 deletions(-) diff --git a/README.md b/README.md index 7e56dc3b..8032273e 100644 --- a/README.md +++ b/README.md @@ -6,6 +6,7 @@ [![Free-to-view citation](https://zenodo.org/badge/DOI/10.1038/s41592-019-0470-3.svg)](https://rdcu.be/bHhJ4) [![License](https://img.shields.io/badge/License-BSD%203--Clause--Clear-orange.svg)](https://spdx.org/licenses/BSD-3-Clause-Clear.html) + ## About DABEST is a package for **D**ata **A**nalysis using **B**ootstrap-Coupled **EST**imation. @@ -22,21 +23,12 @@ An estimation plot has two key features. DABEST powers [estimationstats.com](https://www.estimationstats.com/), allowing everyone access to high-quality estimation plots. -## Requirements - -DABEST has been tested on Python 3.5, 3.6, and 3.7. - -In addition, the following packages are also required: -- [numpy](https://www.numpy.org) (1.15) -- [scipy](https://www.scipy.org) (1.2) -- [matplotlib](https://www.matplotlib.org) (3.0) -- [seaborn](https://seaborn.pydata.org) (0.9) -- [pandas](https://pandas.pydata.org) (0.24). - -To obtain these package dependencies easily, it is highly recommended to download the [Anaconda distribution](https://www.continuum.io/downloads) of Python. ## Installation +This package is tested on Python 3.5, 3.6, and 3.7. +It is highly recommended to download the [Anaconda distribution](https://www.continuum.io/downloads) of Python in order to obtain the dependencies easily. + You can install this package via `pip`. To install, at the command line run @@ -56,6 +48,7 @@ Then, navigate to the cloned repo in the command line and run pip install . ``` + ## Usage ```python3 @@ -99,6 +92,7 @@ All contributions are welcome; please read the [Guidelines for contributing](htt We also have a [Code of Conduct](https://github.com/ACCLAB/DABEST-python/blob/master/CODE_OF_CONDUCT.md) to foster an inclusive and productive space. + ## Acknowledgements We would like to thank alpha testers from the [Claridge-Chang lab](https://www.claridgechang.net/): [Sangyu Xu](https://github.com/sangyu), [Xianyuan Zhang](https://github.com/XYZfar), [Farhan Mohammad](https://github.com/farhan8igib), Jurga MituzaitÄ—, and Stanislav Ott. From 464e37fc18fe37d663ef1bb6e7c739e055f794f5 Mon Sep 17 00:00:00 2001 From: Matthew Edwards Date: Sun, 29 Sep 2019 20:56:16 +1300 Subject: [PATCH 08/37] Specify test requirements in setup.py --- .travis.yml | 3 +-- setup.py | 1 + 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/.travis.yml b/.travis.yml index 15242668..65d608b5 100644 --- a/.travis.yml +++ b/.travis.yml @@ -22,8 +22,7 @@ install: - conda config --add channels conda-forge - conda create -n testenv --yes pip python=$PYTHON matplotlib - source activate testenv - - pip install pytest==4.3 - - pip install . + - pip install .[dev] script: pytest dabest diff --git a/setup.py b/setup.py index 4712c3c9..d5fe2bef 100644 --- a/setup.py +++ b/setup.py @@ -46,6 +46,7 @@ 'matplotlib~=3.0', 'seaborn~=0.9' ], + extras_require={'dev': ['pytest==4.3']}, python_requires='>=3.5', url='https://acclab.github.io/DABEST-python-docs', download_url='https://www.github.com/ACCLAB/DABEST-python', From 080fc275d7d44ebfeb245db3c70449e84cb79518 Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Sun, 29 Sep 2019 23:32:17 +0800 Subject: [PATCH 09/37] bump v0.2.6 --- dabest/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dabest/__init__.py b/dabest/__init__.py index 6dbb4c7e..ed3bceec 100644 --- a/dabest/__init__.py +++ b/dabest/__init__.py @@ -23,4 +23,4 @@ from ._stats_tools import effsize as effsize from ._classes import TwoGroupsEffectSize -__version__ = "0.2.5" +__version__ = "0.2.6" From 51dbe111bf5d7927d6c7a80a6aecbae4f19db49b Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Sun, 29 Sep 2019 23:32:37 +0800 Subject: [PATCH 10/37] bump v0.2.6. --- setup.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/setup.py b/setup.py index d5fe2bef..ea3f052f 100644 --- a/setup.py +++ b/setup.py @@ -34,7 +34,7 @@ author_email='joseshowh@gmail.com', maintainer='Joses W. Ho', maintainer_email='joseshowh@gmail.com', - version='0.2.5', + version='0.2.6', description=DESCRIPTION, long_description=LONG_DESCRIPTION, packages=find_packages(), From d1ca3bc99a211d671af98c1b1641aa0273c9d745 Mon Sep 17 00:00:00 2001 From: Adam Nekimken Date: Tue, 1 Oct 2019 15:48:31 -0700 Subject: [PATCH 11/37] removed hardcoded axes positions for inset axes. Made test script --- dabest/plotter.py | 47 ++++---- dabest/tests/test_04_inset_plots.py | 168 ++++++++++++++-------------- 2 files changed, 111 insertions(+), 104 deletions(-) diff --git a/dabest/plotter.py b/dabest/plotter.py index b1b5e800..9d024816 100644 --- a/dabest/plotter.py +++ b/dabest/plotter.py @@ -258,6 +258,8 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): init_fig_kwargs = dict(figsize=fig_size, dpi=plot_kwargs["dpi"]) # TODO: double check that everything is working! + width_ratios_ga = [2.5, 1] + h_scpace_cummings = 0.3 if plot_kwargs["ax"] is not None: ax = plot_kwargs["ax"] fig = ax.get_figure() @@ -266,49 +268,55 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): if float_contrast is True: # fig, rawdata_axes = plt.subplots(**init_fig_kwargs) - axins = rawdata_axes.inset_axes([1, 0, 0.4, 1]) -# rawdata_axes.set_position([0.125, 0.125, 0.55, 0.75]) + axins = rawdata_axes.inset_axes( + [1, 0, + width_ratios_ga[1]/width_ratios_ga[0], 1]) rawdata_axes.set_position( # [l, b, w, h] [ax_position.x0, ax_position.y0, - (ax_position.x1 - ax_position.x0) * 0.55, - (ax_position.y1 - ax_position.y0) * 0.75]) + (ax_position.x1 - ax_position.x0)*(width_ratios_ga[0]/ + sum(width_ratios_ga)), + (ax_position.y1 - ax_position.y0)]) contrast_axes = axins else: # fig, rawdata_axes = plt.subplots(**init_fig_kwargs) - axins = rawdata_axes.inset_axes([0, -1.3, 1, 1]) + axins = rawdata_axes.inset_axes([0, -1 - h_scpace_cummings, 1, 1]) # rawdata_axes.set_position([0.125, 0.55, 0.775, 0.33]) + plot_height = ((ax_position.y1 - ax_position.y0) / + (2 + h_scpace_cummings)) rawdata_axes.set_position( [ax_position.x0, - ax_position.y0 + 0.55 * (ax_position.y1 - ax_position.y0), - (ax_position.x1 - ax_position.x0), # * 0.775, - (ax_position.y1 - ax_position.y0) * 0.33]) + ax_position.y0 + (1 + h_scpace_cummings) * plot_height, + (ax_position.x1 - ax_position.x0), + plot_height]) - # Bbox(x0=0.125, y0=0.12499999999999989, x1=0.9, y1=0.45326086956521733) - - # If the contrast axes are NOT floating, create lists to store raw ylims - # and raw tick intervals, so that I can normalize their ylims later. + # If the contrast axes are NOT floating, create lists to store + # raw ylims and raw tick intervals, so that I can normalize + # their ylims later. contrast_ax_ylim_low = list() contrast_ax_ylim_high = list() contrast_ax_ylim_tickintervals = list() contrast_axes = axins + ax.contrast_axes = axins else: # Here, we hardcode some figure parameters. if float_contrast is True: - fig, axx = plt.subplots(ncols=2, - gridspec_kw={"width_ratios": [2.5, 1], - "wspace": 0}, - **init_fig_kwargs) + fig, axx = plt.subplots( + ncols=2, + gridspec_kw={"width_ratios": width_ratios_ga, + "wspace": 0}, + **init_fig_kwargs) else: fig, axx = plt.subplots(nrows=2, gridspec_kw={"hspace": 0.3}, **init_fig_kwargs) - # If the contrast axes are NOT floating, create lists to store raw ylims - # and raw tick intervals, so that I can normalize their ylims later. + # If the contrast axes are NOT floating, create lists to store + # raw ylims and raw tick intervals, so that I can normalize + # their ylims later. contrast_ax_ylim_low = list() contrast_ax_ylim_high = list() contrast_ax_ylim_tickintervals = list() @@ -440,7 +448,6 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): # Take note of where the `control` groups are. ticks_to_skip = np.cumsum([len(t) for t in idx])[:-1].tolist() ticks_to_skip.insert(0, 0) - # TODO: fix x-axis skip bug in inset axes # Then obtain the ticks where we have to plot the effect sizes. ticks_to_plot = [t for t in range(0, len(all_plot_groups)) @@ -692,7 +699,7 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): # Compute the end of each x-axes line. rightend_ticks = np.array([len(i)-1 for i in idx]) + np.array(ticks_to_skip) - for ax in fig.axes: + for ax in [rawdata_axes, contrast_axes]: sns.despine(ax=ax, bottom=True) ylim = ax.get_ylim() diff --git a/dabest/tests/test_04_inset_plots.py b/dabest/tests/test_04_inset_plots.py index cae928ce..b8c76ca5 100644 --- a/dabest/tests/test_04_inset_plots.py +++ b/dabest/tests/test_04_inset_plots.py @@ -8,18 +8,16 @@ import pytest import matplotlib as mpl -import matplotlib.pyplot as plt -mpl.use('Agg') import numpy as np -import scipy as sp -import pandas as pd import seaborn as sns from .._api import load from .utils import create_dummy_dataset, get_swarm_yspans +import matplotlib.pyplot as plt +mpl.use('Agg') -def test_gardner_altman_unpaired(): +def test_gardner_altman_inset_plot(): base_mean = np.random.randint(10, 101) seed, ptp, df = create_dummy_dataset(base_mean=base_mean) @@ -28,22 +26,23 @@ def test_gardner_altman_unpaired(): for c in df.columns[1:-1]: print('{}...'.format(c)) - # Create Gardner-Altman plot. + # Create Gardner-Altman plot with specified axes + f1, ax = plt.subplots(1) rand_swarm_ylim = (np.random.uniform(base_mean-10, base_mean, 1), np.random.uniform(base_mean, base_mean+10, 1)) two_group_unpaired = load(df, idx=(df.columns[0], c)) f1 = two_group_unpaired.mean_diff.plot(swarm_ylim=rand_swarm_ylim, swarm_label="Raw swarmplot...", - contrast_label="Contrast!") + contrast_label="Contrast!", + ax=ax) - rawswarm_axes = f1.axes[0] - contrast_axes = f1.axes[1] + rawswarm_axes = ax + contrast_axes = ax.contrast_axes # Check ylims match the desired ones. assert rawswarm_axes.get_ylim()[0] == pytest.approx(rand_swarm_ylim[0]) assert rawswarm_axes.get_ylim()[1] == pytest.approx(rand_swarm_ylim[1]) - # Check each swarmplot group matches canonical seaborn swarmplot. _, swarmplt = plt.subplots(1) swarmplt.set_ylim(rand_swarm_ylim) @@ -52,7 +51,7 @@ def test_gardner_altman_unpaired(): for coll in swarmplt.collections: sns_yspans.append(get_swarm_yspans(coll)) dabest_yspans = [get_swarm_yspans(coll) - for coll in rawswarm_axes.collections] + for coll in rawswarm_axes.collections] for j, span in enumerate(sns_yspans): assert span == pytest.approx(dabest_yspans[j]) @@ -61,7 +60,8 @@ def test_gardner_altman_unpaired(): assert swarm_xticks[0] == "{}\nN = 30".format(df.columns[0]) assert swarm_xticks[1] == "{}\nN = 30".format(c) - contrast_xticks = [a.get_text() for a in contrast_axes.get_xticklabels()] + contrast_xticks = [a.get_text() + for a in contrast_axes.get_xticklabels()] assert contrast_xticks[1] == "{}\nminus\n{}".format(c, df.columns[0]) # Check ylabels. @@ -72,75 +72,75 @@ def test_gardner_altman_unpaired(): -def test_cummings_unpaired(): - base_mean = np.random.randint(-5, 5) - seed, ptp, df = create_dummy_dataset(base_mean=base_mean, expt_groups=7) - print('\nSeed = {}; base mean = {}'.format(seed, base_mean)) - - IDX = (('0','5'), ('3','2'), ('4', '1', '6')) - multi_2group_unpaired = load(df, idx=IDX) - - rand_swarm_ylim = (np.random.uniform(base_mean-10, base_mean, 1), - np.random.uniform(base_mean, base_mean+10, 1)) - - if base_mean == 0: - # Have to set the contrast ylim, because the way I dynamically generate - # the contrast ylims will flunk out with base_mean = 0. - rand_contrast_ylim = (-0.5, 0.5) - else: - rand_contrast_ylim = (-base_mean/3, base_mean/3) - - f1 = multi_2group_unpaired.mean_diff.plot(swarm_ylim=rand_swarm_ylim, - contrast_ylim=rand_contrast_ylim, - swarm_label="Raw swarmplot!", - contrast_label="Contrast...") - - rawswarm_axes = f1.axes[0] - contrast_axes = f1.axes[1] - - # Check swarm ylims match the desired ones. - assert rawswarm_axes.get_ylim()[0] == pytest.approx(rand_swarm_ylim[0]) - assert rawswarm_axes.get_ylim()[1] == pytest.approx(rand_swarm_ylim[1]) - - # Check contrast ylims match the desired ones. - assert contrast_axes.get_ylim()[0] == pytest.approx(rand_contrast_ylim[0]) - assert contrast_axes.get_ylim()[1] == pytest.approx(rand_contrast_ylim[1]) - - # Check xtick labels. - idx_flat = [g for t in IDX for g in t] - swarm_xticks = [a.get_text() for a in rawswarm_axes.get_xticklabels()] - for j, xtick in enumerate(swarm_xticks): - assert xtick == "{}\nN = 30".format(idx_flat[j]) - - contrast_xticks = [a.get_text() for a in contrast_axes.get_xticklabels()] - assert contrast_xticks[1] == "5\nminus\n0" - assert contrast_xticks[3] == "2\nminus\n3" - assert contrast_xticks[5] == "1\nminus\n4" - assert contrast_xticks[6] == "6\nminus\n4" - - # Check ylabels. - assert rawswarm_axes.get_ylabel() == "Raw swarmplot!" - assert contrast_axes.get_ylabel() == "Contrast..." - - - - - -def test_gardner_altman_paired(): - base_mean = np.random.randint(-5, 5) - seed, ptp, df = create_dummy_dataset(base_mean=base_mean) - - - # Check that the plot data matches the raw data. - two_group_paired = load(df, idx=("1", "2"), id_col="idcol", paired=True) - f1 = two_group_paired.mean_diff.plot() - rawswarm_axes = f1.axes[0] - contrast_axes = f1.axes[1] - assert df['1'].tolist() == [l.get_ydata()[0] for l in rawswarm_axes.lines] - assert df['2'].tolist() == [l.get_ydata()[1] for l in rawswarm_axes.lines] - - - # Check that id_col must be specified. - err_to_catch = "`id_col` must be specified if `is_paired` is set to True." - with pytest.raises(IndexError, match=err_to_catch): - this_will_not_work = load(df, idx=("1", "2"), paired=True) \ No newline at end of file +#def test_cummings_unpaired(): +# base_mean = np.random.randint(-5, 5) +# seed, ptp, df = create_dummy_dataset(base_mean=base_mean, expt_groups=7) +# print('\nSeed = {}; base mean = {}'.format(seed, base_mean)) +# +# IDX = (('0','5'), ('3','2'), ('4', '1', '6')) +# multi_2group_unpaired = load(df, idx=IDX) +# +# rand_swarm_ylim = (np.random.uniform(base_mean-10, base_mean, 1), +# np.random.uniform(base_mean, base_mean+10, 1)) +# +# if base_mean == 0: +# # Have to set the contrast ylim, because the way I dynamically generate +# # the contrast ylims will flunk out with base_mean = 0. +# rand_contrast_ylim = (-0.5, 0.5) +# else: +# rand_contrast_ylim = (-base_mean/3, base_mean/3) +# +# f1 = multi_2group_unpaired.mean_diff.plot(swarm_ylim=rand_swarm_ylim, +# contrast_ylim=rand_contrast_ylim, +# swarm_label="Raw swarmplot!", +# contrast_label="Contrast...") +# +# rawswarm_axes = f1.axes[0] +# contrast_axes = f1.axes[1] +# +# # Check swarm ylims match the desired ones. +# assert rawswarm_axes.get_ylim()[0] == pytest.approx(rand_swarm_ylim[0]) +# assert rawswarm_axes.get_ylim()[1] == pytest.approx(rand_swarm_ylim[1]) +# +# # Check contrast ylims match the desired ones. +# assert contrast_axes.get_ylim()[0] == pytest.approx(rand_contrast_ylim[0]) +# assert contrast_axes.get_ylim()[1] == pytest.approx(rand_contrast_ylim[1]) +# +# # Check xtick labels. +# idx_flat = [g for t in IDX for g in t] +# swarm_xticks = [a.get_text() for a in rawswarm_axes.get_xticklabels()] +# for j, xtick in enumerate(swarm_xticks): +# assert xtick == "{}\nN = 30".format(idx_flat[j]) +# +# contrast_xticks = [a.get_text() for a in contrast_axes.get_xticklabels()] +# assert contrast_xticks[1] == "5\nminus\n0" +# assert contrast_xticks[3] == "2\nminus\n3" +# assert contrast_xticks[5] == "1\nminus\n4" +# assert contrast_xticks[6] == "6\nminus\n4" +# +# # Check ylabels. +# assert rawswarm_axes.get_ylabel() == "Raw swarmplot!" +# assert contrast_axes.get_ylabel() == "Contrast..." +# +# +# +# +# +#def test_gardner_altman_paired(): +# base_mean = np.random.randint(-5, 5) +# seed, ptp, df = create_dummy_dataset(base_mean=base_mean) +# +# +# # Check that the plot data matches the raw data. +# two_group_paired = load(df, idx=("1", "2"), id_col="idcol", paired=True) +# f1 = two_group_paired.mean_diff.plot() +# rawswarm_axes = f1.axes[0] +# contrast_axes = f1.axes[1] +# assert df['1'].tolist() == [l.get_ydata()[0] for l in rawswarm_axes.lines] +# assert df['2'].tolist() == [l.get_ydata()[1] for l in rawswarm_axes.lines] +# +# +# # Check that id_col must be specified. +# err_to_catch = "`id_col` must be specified if `is_paired` is set to True." +# with pytest.raises(IndexError, match=err_to_catch): +# this_will_not_work = load(df, idx=("1", "2"), paired=True) \ No newline at end of file From d1a8dc9a3f90b28d456426e47667e0c7ffe902be Mon Sep 17 00:00:00 2001 From: Adam Nekimken Date: Tue, 1 Oct 2019 16:05:00 -0700 Subject: [PATCH 12/37] Returned trailing whitespace to original so PR is easier to read --- dabest/_classes.py | 87 ++++++++++++++++++---------------------------- dabest/plotter.py | 35 ++++++++----------- 2 files changed, 48 insertions(+), 74 deletions(-) diff --git a/dabest/_classes.py b/dabest/_classes.py index 7c4749cb..064e5a4d 100644 --- a/dabest/_classes.py +++ b/dabest/_classes.py @@ -44,16 +44,16 @@ def __init__(self, data, idx, x, y, paired, id_col, ci, resamples, if len(idx) > len(all_plot_groups): err0 = '`idx` contains duplicated groups. Please remove any duplicates and try again.' raise ValueError(err0) - + # We need to re-wrap this idx inside another tuple so as to # easily loop thru each pairwise group later on. self.__idx = (idx,) elif all([isinstance(i, (tuple, list)) for i in idx]): all_plot_groups = pd.unique([tt for t in idx for tt in t]).tolist() - + actual_groups_given = sum([len(i) for i in idx]) - + if actual_groups_given > len(all_plot_groups): err0 = 'Groups are repeated across tuples,' err1 = ' or a tuple has repeated groups in it.' @@ -107,10 +107,10 @@ def __init__(self, data, idx, x, y, paired, id_col, ci, resamples, err1 = " Please check `idx` and try again." raise IndexError(err0 + err1) - # Select only rows where the value in the `x` column + # Select only rows where the value in the `x` column # is found in `idx`. plot_data = data_in[data_in.loc[:, x].isin(all_plot_groups)].copy() - + # plot_data.drop("index", inplace=True, axis=1) # Assign attributes @@ -133,7 +133,7 @@ def __init__(self, data, idx, x, y, paired, id_col, ci, resamples, err0 = '"{0}" is not a column in `data`.'.format(g) err1 = " Please check `idx` and try again." raise IndexError(err0 + err1) - + set_all_columns = set(data_in.columns.tolist()) set_all_plot_groups = set(all_plot_groups) id_vars = set_all_columns.difference(set_all_plot_groups) @@ -143,26 +143,26 @@ def __init__(self, data, idx, x, y, paired, id_col, ci, resamples, value_vars=all_plot_groups, value_name=self.__yvar, var_name=self.__xvar) - + # Lines 131 to 140 added in v0.2.3. - # Fixes a bug that jammed up when the xvar column was already + # Fixes a bug that jammed up when the xvar column was already # a pandas Categorical. Now we check for this and act appropriately. - if isinstance(plot_data[self.__xvar].dtype, + if isinstance(plot_data[self.__xvar].dtype, pd.CategoricalDtype) is True: plot_data[self.__xvar].cat.remove_unused_categories(inplace=True) - plot_data[self.__xvar].cat.reorder_categories(all_plot_groups, - ordered=True, + plot_data[self.__xvar].cat.reorder_categories(all_plot_groups, + ordered=True, inplace=True) else: plot_data.loc[:, self.__xvar] = pd.Categorical(plot_data[self.__xvar], categories=all_plot_groups, ordered=True) - + # # The line below was added in v0.2.4, removed in v0.2.5. # plot_data.dropna(inplace=True) - + self.__plot_data = plot_data - + self.__all_plot_groups = all_plot_groups @@ -355,7 +355,6 @@ def __init__(self, control, test, effect_size, """ Compute the effect size between two groups. - Parameters ---------- control : array-like @@ -374,47 +373,44 @@ def __init__(self, control, test, effect_size, `random_seed` is used to seed the random number generator during bootstrap resampling. This ensures that the confidence intervals reported are replicable. - - Returns ------- A :py:class:`TwoGroupEffectSize` object. - + difference : float The effect size of the difference between the control and the test. - + effect_size : string The type of effect size reported. - + is_paired : boolean Whether or not the difference is paired (ie. repeated measures). - + ci : float Returns the width of the confidence interval, in percent. - + alpha : float Returns the significance level of the statistical test as a float between 0 and 1. - + resamples : int The number of resamples performed during the bootstrap procedure. - bootstraps : nmupy ndarray The generated bootstraps of the effect size. - + random_seed : int The number used to initialise the numpy random seed generator, ie. `seed_value` from `numpy.random.seed(seed_value)` is returned. - + bca_low, bca_high : float The bias-corrected and accelerated confidence interval lower limit and upper limits, respectively. - + pct_low, pct_high : float - The percentile confidence interval lower limit and upper limits, + The percentile confidence interval lower limit and upper limits, respectively. - - + + Examples -------- >>> import numpy as np @@ -428,7 +424,7 @@ def __init__(self, control, test, effect_size, The unpaired mean difference is -0.253 [95%CI -0.782, 0.241] 5000 bootstrap samples. The confidence interval is bias-corrected and accelerated. - >>> effsize.to_dict() + >>> effsize.to_dict() {'alpha': 0.05, 'bca_high': 0.2413346581369784, 'bca_interval_idx': (109, 4858), @@ -630,7 +626,7 @@ def __init__(self, control, test, effect_size, # Mann-Whitney test: Non parametric, # does not assume normality of distributions try: - mann_whitney = spstats.mannwhitneyu(control, test, + mann_whitney = spstats.mannwhitneyu(control, test, alternative='two-sided') self.__pvalue_mann_whitney = mann_whitney.pvalue self.__statistic_mann_whitney = mann_whitney.statistic @@ -1013,7 +1009,7 @@ def __pre_calc(self): r_dict["test"] = tname r_dict["control_N"] = int(len(control)) r_dict["test_N"] = int(len(test)) - + out.append(r_dict) if j == len(idx)-1 and ix == len(current_tuple)-2: @@ -1094,7 +1090,7 @@ def plot(self, color_col=None, swarm_ylim=None, contrast_ylim=None, custom_palette=None, swarm_desat=0.5, halfviolin_desat=1, - halfviolin_alpha=0.8, + halfviolin_alpha=0.8, float_contrast=True, show_pairs=True, @@ -1113,7 +1109,6 @@ def plot(self, color_col=None, legend_kwargs=None): """ Creates an estimation plot for the effect size of interest. - Parameters ---------- color_col : string, default None @@ -1156,7 +1151,7 @@ def plot(self, color_col=None, curves by the desired proportion. Uses `seaborn.desaturate()` to acheive this. halfviolin_alpha : float, default 0.8 - The alpha (transparency) level of the half-violin bootstrap curves. + The alpha (transparency) level of the half-violin bootstrap curves. float_contrast : boolean, default True Whether or not to display the halfviolin bootstrapped difference distribution alongside the raw data. @@ -1172,7 +1167,7 @@ def plot(self, color_col=None, instead. If 'None', the summaries are not shown. group_summaries_offset : float, default 0.1 If group summaries are displayed, they will be offset from the raw - data swarmplot groups by this value. + data swarmplot groups by this value. fig_size : tuple, default None The desired dimensions of the figure as a (length, width) tuple. dpi : int, default 100 @@ -1206,49 +1201,33 @@ def plot(self, color_col=None, `legend` command here, as a dict. If None, the following keywords are passed to matplotlib.Axes.legend : {'loc':'upper left', 'frameon':False}. - - Returns ------- A :class:`matplotlib.figure.Figure` with 2 Axes. - The first axes (accessible with ``FigName.axes[0]``) contains the rawdata swarmplot; the second axes (accessible with ``FigName.axes[1]``) has the bootstrap distributions and effect sizes (with confidence intervals) plotted on it. - Examples -------- Create a Gardner-Altman estimation plot for the mean difference. - >>> my_data = dabest.load(df, idx=("Control 1", "Test 1")) >>> fig1 = my_data.mean_diff.plot() - Create a Gardner-Altman plot for the Hedges' g effect size. - >>> fig2 = my_data.hedges_g.plot() - Create a Cumming estimation plot for the mean difference. - >>> fig3 = my_data.mean_diff.plot(float_contrast=True) - Create a paired Gardner-Altman plot. - >>> my_data_paired = dabest.load(df, idx=("Control 1", "Test 1"), ... paired=True) >>> fig4 = my_data_paired.mean_diff.plot() - Create a multi-group Cumming plot. - >>> my_multi_groups = dabest.load(df, idx=(("Control 1", "Test 1"), ... ("Control 2", "Test 2")) ... ) >>> fig5 = my_multi_groups.mean_diff.plot() - Create a shared control Cumming plot. - >>> my_shared_control = dabest.load(df, idx=("Control 1", "Test 1", ... "Test 2", "Test 3") ... ) >>> fig6 = my_shared_control.mean_diff.plot() - """ from .plotter import EffectSizeDataFramePlotter @@ -1348,4 +1327,4 @@ def dabest_obj(self): Returns the `dabest` object that invoked the current EffectSizeDataFrame class. """ - return self.__dabest_obj + return self.__dabest_obj \ No newline at end of file diff --git a/dabest/plotter.py b/dabest/plotter.py index 9d024816..f89a978c 100644 --- a/dabest/plotter.py +++ b/dabest/plotter.py @@ -22,7 +22,7 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): swarm_ylim=None, contrast_ylim=None, custom_palette=None, swarm_desat=0.5, halfviolin_desat=1, - halfviolin_alpha=0.8, + halfviolin_alpha=0.8, float_contrast=True, show_pairs=True, @@ -257,7 +257,6 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): # sns.set(context="talk", style='ticks') init_fig_kwargs = dict(figsize=fig_size, dpi=plot_kwargs["dpi"]) - # TODO: double check that everything is working! width_ratios_ga = [2.5, 1] h_scpace_cummings = 0.3 if plot_kwargs["ax"] is not None: @@ -266,24 +265,20 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): ax_position = ax.get_position() # [[x0, y0], [x1, y1]] rawdata_axes = ax if float_contrast is True: - -# fig, rawdata_axes = plt.subplots(**init_fig_kwargs) axins = rawdata_axes.inset_axes( [1, 0, width_ratios_ga[1]/width_ratios_ga[0], 1]) - rawdata_axes.set_position( # [l, b, w, h] + rawdata_axes.set_position( # [l, b, w, h] [ax_position.x0, ax_position.y0, - (ax_position.x1 - ax_position.x0)*(width_ratios_ga[0]/ - sum(width_ratios_ga)), + (ax_position.x1 - ax_position.x0) * (width_ratios_ga[0] / + sum(width_ratios_ga)), (ax_position.y1 - ax_position.y0)]) contrast_axes = axins else: -# fig, rawdata_axes = plt.subplots(**init_fig_kwargs) axins = rawdata_axes.inset_axes([0, -1 - h_scpace_cummings, 1, 1]) -# rawdata_axes.set_position([0.125, 0.55, 0.775, 0.33]) plot_height = ((ax_position.y1 - ax_position.y0) / (2 + h_scpace_cummings)) rawdata_axes.set_position( @@ -568,7 +563,7 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): _, contrast_xlim_max = contrast_axes.get_xlim() difference = float(results.difference[0]) - + if effect_size_type in ["mean_diff", "median_diff"]: # Align 0 of contrast_axes to reference group mean of rawdata_axes. # If the effect size is positive, shift the contrast axis up. @@ -595,25 +590,25 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): which_std = 0 temp_control = plot_data[plot_data[xvar] == current_control][yvar] temp_test = plot_data[plot_data[xvar] == current_group][yvar] - + stds = _compute_standardizers(temp_control, temp_test) if is_paired: pooled_sd = stds[1] else: pooled_sd = stds[0] - + if effect_size_type == 'hedges_g': gby_count = plot_data.groupby(xvar).count() len_control = gby_count.loc[current_control, yvar] len_test = gby_count.loc[current_group, yvar] - + hg_correction_factor = _compute_hedges_correction_factor(len_control, len_test) - + ylim_scale_factor = pooled_sd / hg_correction_factor - + else: ylim_scale_factor = pooled_sd - + scaled_ylim = ((rawdata_axes.get_ylim() - control_group_summary) / ylim_scale_factor).tolist() contrast_axes.set_ylim(scaled_ylim) @@ -643,7 +638,7 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): axx.hlines(ref, # y-coordinates 0, xlimhigh, # x-coordinates, start and end. **reflines_kwargs) - + # Draw effect size line. axx.hlines(diff, effsize_line_start, xlimhigh, **reflines_kwargs) @@ -699,7 +694,7 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): # Compute the end of each x-axes line. rightend_ticks = np.array([len(i)-1 for i in idx]) + np.array(ticks_to_skip) - for ax in [rawdata_axes, contrast_axes]: + for ax in fig.axes: sns.despine(ax=ax, bottom=True) ylim = ax.get_ylim() @@ -723,7 +718,7 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): swarm_label = "value" elif swarm_label is None and yvar is not None: swarm_label = yvar - + # Place contrast axes y-label. contrast_label_dict = {'mean_diff' : "mean difference", 'median_diff' : "median difference", @@ -746,7 +741,7 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): contrast_axes.yaxis.set_label_position("right") - # Set the rawdata axes labels appropriately + # Set the rawdata axes labels appropriately rawdata_axes.set_ylabel(swarm_label) rawdata_axes.set_xlabel("") From 135b654c9b8ee8bb6ffcab007a292d08705ce593 Mon Sep 17 00:00:00 2001 From: Adam Nekimken Date: Tue, 1 Oct 2019 16:12:02 -0700 Subject: [PATCH 13/37] Some more spacing fixes for PR aesthetics --- dabest/_classes.py | 21 +++++++++++++++++++++ 1 file changed, 21 insertions(+) diff --git a/dabest/_classes.py b/dabest/_classes.py index 064e5a4d..cb132879 100644 --- a/dabest/_classes.py +++ b/dabest/_classes.py @@ -355,6 +355,7 @@ def __init__(self, control, test, effect_size, """ Compute the effect size between two groups. + Parameters ---------- control : array-like @@ -373,6 +374,8 @@ def __init__(self, control, test, effect_size, `random_seed` is used to seed the random number generator during bootstrap resampling. This ensures that the confidence intervals reported are replicable. + + Returns ------- A :py:class:`TwoGroupEffectSize` object. @@ -395,6 +398,7 @@ def __init__(self, control, test, effect_size, resamples : int The number of resamples performed during the bootstrap procedure. + bootstraps : nmupy ndarray The generated bootstraps of the effect size. @@ -1109,6 +1113,7 @@ def plot(self, color_col=None, legend_kwargs=None): """ Creates an estimation plot for the effect size of interest. + Parameters ---------- color_col : string, default None @@ -1201,33 +1206,49 @@ def plot(self, color_col=None, `legend` command here, as a dict. If None, the following keywords are passed to matplotlib.Axes.legend : {'loc':'upper left', 'frameon':False}. + + Returns ------- A :class:`matplotlib.figure.Figure` with 2 Axes. + The first axes (accessible with ``FigName.axes[0]``) contains the rawdata swarmplot; the second axes (accessible with ``FigName.axes[1]``) has the bootstrap distributions and effect sizes (with confidence intervals) plotted on it. + Examples -------- Create a Gardner-Altman estimation plot for the mean difference. + >>> my_data = dabest.load(df, idx=("Control 1", "Test 1")) >>> fig1 = my_data.mean_diff.plot() + Create a Gardner-Altman plot for the Hedges' g effect size. + >>> fig2 = my_data.hedges_g.plot() + Create a Cumming estimation plot for the mean difference. + >>> fig3 = my_data.mean_diff.plot(float_contrast=True) + Create a paired Gardner-Altman plot. + >>> my_data_paired = dabest.load(df, idx=("Control 1", "Test 1"), ... paired=True) >>> fig4 = my_data_paired.mean_diff.plot() + Create a multi-group Cumming plot. + >>> my_multi_groups = dabest.load(df, idx=(("Control 1", "Test 1"), ... ("Control 2", "Test 2")) ... ) >>> fig5 = my_multi_groups.mean_diff.plot() + Create a shared control Cumming plot. + >>> my_shared_control = dabest.load(df, idx=("Control 1", "Test 1", ... "Test 2", "Test 3") ... ) >>> fig6 = my_shared_control.mean_diff.plot() + """ from .plotter import EffectSizeDataFramePlotter From 5b25e46010942ccf8d593999aa5f3102055d9617 Mon Sep 17 00:00:00 2001 From: Adam Nekimken Date: Tue, 1 Oct 2019 16:13:16 -0700 Subject: [PATCH 14/37] and a bit more spacing aesthetics --- dabest/_classes.py | 24 ++++++++++++------------ 1 file changed, 12 insertions(+), 12 deletions(-) diff --git a/dabest/_classes.py b/dabest/_classes.py index cb132879..208021fc 100644 --- a/dabest/_classes.py +++ b/dabest/_classes.py @@ -1217,38 +1217,38 @@ def plot(self, color_col=None, Examples -------- Create a Gardner-Altman estimation plot for the mean difference. - + >>> my_data = dabest.load(df, idx=("Control 1", "Test 1")) >>> fig1 = my_data.mean_diff.plot() - + Create a Gardner-Altman plot for the Hedges' g effect size. - + >>> fig2 = my_data.hedges_g.plot() - + Create a Cumming estimation plot for the mean difference. - + >>> fig3 = my_data.mean_diff.plot(float_contrast=True) - + Create a paired Gardner-Altman plot. - + >>> my_data_paired = dabest.load(df, idx=("Control 1", "Test 1"), ... paired=True) >>> fig4 = my_data_paired.mean_diff.plot() - + Create a multi-group Cumming plot. - + >>> my_multi_groups = dabest.load(df, idx=(("Control 1", "Test 1"), ... ("Control 2", "Test 2")) ... ) >>> fig5 = my_multi_groups.mean_diff.plot() - + Create a shared control Cumming plot. - + >>> my_shared_control = dabest.load(df, idx=("Control 1", "Test 1", ... "Test 2", "Test 3") ... ) >>> fig6 = my_shared_control.mean_diff.plot() - + """ from .plotter import EffectSizeDataFramePlotter From c5c67e5153f6a5db4251ff0d0ce713b0ad6954cc Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Wed, 2 Oct 2019 16:45:07 +0800 Subject: [PATCH 15/37] fix typo --- dabest/plotter.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/dabest/plotter.py b/dabest/plotter.py index f89a978c..a16b971a 100644 --- a/dabest/plotter.py +++ b/dabest/plotter.py @@ -258,7 +258,7 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): init_fig_kwargs = dict(figsize=fig_size, dpi=plot_kwargs["dpi"]) width_ratios_ga = [2.5, 1] - h_scpace_cummings = 0.3 + h_space_cummings = 0.3 if plot_kwargs["ax"] is not None: ax = plot_kwargs["ax"] fig = ax.get_figure() @@ -278,12 +278,12 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): contrast_axes = axins else: - axins = rawdata_axes.inset_axes([0, -1 - h_scpace_cummings, 1, 1]) + axins = rawdata_axes.inset_axes([0, -1 - h_space_cummings, 1, 1]) plot_height = ((ax_position.y1 - ax_position.y0) / - (2 + h_scpace_cummings)) + (2 + h_space_cummings)) rawdata_axes.set_position( [ax_position.x0, - ax_position.y0 + (1 + h_scpace_cummings) * plot_height, + ax_position.y0 + (1 + h_space_cummings) * plot_height, (ax_position.x1 - ax_position.x0), plot_height]) From 73bc6b74fecc3e08741f359aaf95d63889b7ccc6 Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Wed, 2 Oct 2019 16:45:39 +0800 Subject: [PATCH 16/37] add inline note about addition of inset plotting --- dabest/plotter.py | 13 +++++++++---- 1 file changed, 9 insertions(+), 4 deletions(-) diff --git a/dabest/plotter.py b/dabest/plotter.py index a16b971a..cfe1617f 100644 --- a/dabest/plotter.py +++ b/dabest/plotter.py @@ -260,10 +260,15 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): width_ratios_ga = [2.5, 1] h_space_cummings = 0.3 if plot_kwargs["ax"] is not None: - ax = plot_kwargs["ax"] - fig = ax.get_figure() - ax_position = ax.get_position() # [[x0, y0], [x1, y1]] - rawdata_axes = ax + # New in v0.2.6. + # Use inset axes to create the estimation plot inside a single axes. + # Author: Adam L Nekimken. (PR #73) + inset_contrast = True + rawdata_axes = plot_kwargs["ax"] + ax_position = rawdata_axes.get_position() # [[x0, y0], [x1, y1]] + + fig = rawdata_axes.get_figure() + if float_contrast is True: axins = rawdata_axes.inset_axes( [1, 0, From 5710d0758a4ee5022b050bab301e15fcebfbef99 Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Wed, 2 Oct 2019 16:45:55 +0800 Subject: [PATCH 17/37] fix bug in despining of Cumming plots in inset axes --- dabest/plotter.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/dabest/plotter.py b/dabest/plotter.py index cfe1617f..1ab450e9 100644 --- a/dabest/plotter.py +++ b/dabest/plotter.py @@ -698,19 +698,19 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): # Compute the end of each x-axes line. rightend_ticks = np.array([len(i)-1 for i in idx]) + np.array(ticks_to_skip) - - for ax in fig.axes: + + for ax in [rawdata_axes, contrast_axes]: sns.despine(ax=ax, bottom=True) - + ylim = ax.get_ylim() xlim = ax.get_xlim() redraw_axes_kwargs['y'] = ylim[0] - + for k, start_tick in enumerate(ticks_to_skip): end_tick = rightend_ticks[k] ax.hlines(xmin=start_tick, xmax=end_tick, **redraw_axes_kwargs) - + ax.set_ylim(ylim) del redraw_axes_kwargs['y'] From 9925ce45c342e0f707ed39cef287a686a520e953 Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Wed, 2 Oct 2019 16:46:13 +0800 Subject: [PATCH 18/37] remove double assignment --- dabest/plotter.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/dabest/plotter.py b/dabest/plotter.py index 1ab450e9..49846ad3 100644 --- a/dabest/plotter.py +++ b/dabest/plotter.py @@ -299,9 +299,10 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): contrast_ax_ylim_high = list() contrast_ax_ylim_tickintervals = list() contrast_axes = axins - ax.contrast_axes = axins + rawdata_axes.contrast_axes = axins else: + inset_contrast = False # Here, we hardcode some figure parameters. if float_contrast is True: fig, axx = plt.subplots( From 97cff61edc581f0310d36438641756a4b0f06eaa Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Wed, 2 Oct 2019 16:57:23 +0800 Subject: [PATCH 19/37] update docstring for new `ax` kwarg. --- dabest/_classes.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/dabest/_classes.py b/dabest/_classes.py index 208021fc..db78591a 100644 --- a/dabest/_classes.py +++ b/dabest/_classes.py @@ -1178,8 +1178,8 @@ def plot(self, color_col=None, dpi : int, default 100 The dots per inch of the resulting figure. ax : matplotlib.Axes, default None - Provide an existing axes for the plots to be created. If no axes - specified, a new figure will be created with the plot. + Provide an existing Axes for the plots to be created. If no Axes is + specified, a new matplotlib Figure will be created. swarmplot_kwargs : dict, default None Pass any keyword arguments accepted by the seaborn `swarmplot` command here, as a dict. If None, the following keywords are From 15a28cd0fa5ad5d6bcbc13ff239e406454428b1e Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Wed, 2 Oct 2019 17:29:22 +0800 Subject: [PATCH 20/37] update docstring and example for new `ax` kwarg. --- dabest/_classes.py | 21 +++++++++++++++++---- 1 file changed, 17 insertions(+), 4 deletions(-) diff --git a/dabest/_classes.py b/dabest/_classes.py index 208021fc..21969964 100644 --- a/dabest/_classes.py +++ b/dabest/_classes.py @@ -1113,6 +1113,7 @@ def plot(self, color_col=None, legend_kwargs=None): """ Creates an estimation plot for the effect size of interest. + Parameters ---------- @@ -1178,8 +1179,8 @@ def plot(self, color_col=None, dpi : int, default 100 The dots per inch of the resulting figure. ax : matplotlib.Axes, default None - Provide an existing axes for the plots to be created. If no axes - specified, a new figure will be created with the plot. + Provide an existing Axes for the plots to be created. If no Axes is + specified, a new matplotlib Figure will be created. swarmplot_kwargs : dict, default None Pass any keyword arguments accepted by the seaborn `swarmplot` command here, as a dict. If None, the following keywords are @@ -1210,9 +1211,14 @@ def plot(self, color_col=None, Returns ------- - A :class:`matplotlib.figure.Figure` with 2 Axes. - + A :class:`matplotlib.figure.Figure` with 2 Axes, if ``ax = None``. + The first axes (accessible with ``FigName.axes[0]``) contains the rawdata swarmplot; the second axes (accessible with ``FigName.axes[1]``) has the bootstrap distributions and effect sizes (with confidence intervals) plotted on it. + + If ``ax`` is specified, the rawdata swarmplot is accessed at ``ax`` + itself, while the effect size axes is accessed at ``ax.contrast_axes``. + See the last example below. + Examples -------- @@ -1248,6 +1254,13 @@ def plot(self, color_col=None, ... "Test 2", "Test 3") ... ) >>> fig6 = my_shared_control.mean_diff.plot() + + Creating estimation plots in individual panels of a figure. + + >>> f, axx = plt.subplots(nrows=2, ncols = 2, figsize=(15, 15)) + >>> my_data.mean_diff.plot(ax=axx.flat[0]) + >>> my_data_paired.mean_diff.plot(ax=axx.flat[1]) + >>> my_shared_control.mean_diff.plot(ax=axx.flat[1]) """ From 66ad912efc8b2859639aa678e24eb6ed003b2f7f Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Wed, 2 Oct 2019 17:42:21 +0800 Subject: [PATCH 21/37] make full use of hypothetical figure --- dabest/_classes.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/dabest/_classes.py b/dabest/_classes.py index 21969964..f3ae5733 100644 --- a/dabest/_classes.py +++ b/dabest/_classes.py @@ -1260,7 +1260,8 @@ def plot(self, color_col=None, >>> f, axx = plt.subplots(nrows=2, ncols = 2, figsize=(15, 15)) >>> my_data.mean_diff.plot(ax=axx.flat[0]) >>> my_data_paired.mean_diff.plot(ax=axx.flat[1]) - >>> my_shared_control.mean_diff.plot(ax=axx.flat[1]) + >>> my_shared_control.mean_diff.plot(ax=axx.flat[2]) + >>> my_shared_control.mean_diff.plot(ax=axx.flat[3], float_contrast=False) """ From 55e1f9c4493b9548336845aba00efc3e3b4dcc68 Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Thu, 3 Oct 2019 12:00:31 +0800 Subject: [PATCH 22/37] fix some typos --- CONTRIBUTING.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 2a7ca10a..1350d01b 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -8,9 +8,9 @@ ## Did you write a patch that fixes a bug? -- Open a new GitHub [pull request](https://help.github.com/en/articles/about-pull-requests)(PR for short) with the patch. +- Open a new GitHub [pull request](https://help.github.com/en/articles/about-pull-requests) (PR for short) with the patch. -- Create the PR into the development branch, which is indicated by `v{latest version number}_dev`. +- Create the PR into the development branch, which is indicated by `v{latest version number}-dev`. - Clearly state the problem and solution in the PR description. Include the relevant [issue number](https://guides.github.com/features/issues/) if applicable. From 0b41df9ad7f97134f51da794796f0f452dd21c22 Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Thu, 3 Oct 2019 16:45:02 +0800 Subject: [PATCH 23/37] better handling of bootstrap plotting when infinities are present (#72) --- dabest/_classes.py | 16 +++++++++++++++- dabest/_stats_tools/confint_2group_diff.py | 19 ++++++++++++++++++- dabest/_stats_tools/effsize.py | 6 ++++-- dabest/plotter.py | 3 ++- 4 files changed, 39 insertions(+), 5 deletions(-) diff --git a/dabest/_classes.py b/dabest/_classes.py index f3ae5733..bd8565c1 100644 --- a/dabest/_classes.py +++ b/dabest/_classes.py @@ -460,7 +460,7 @@ def __init__(self, control, test, effect_size, 'statistic_wilcoxon': nan} """ - from numpy import array, isnan + from numpy import array, isnan, isinf from numpy import sort as npsort from numpy.random import choice, seed @@ -522,6 +522,20 @@ def __init__(self, control, test, effect_size, control, test, is_paired, effect_size, resamples, random_seed) self.__bootstraps = npsort(bootstraps) + + # Added in v0.2.6. + # Raises a UserWarning if there are any infiinities in the bootstraps. + num_infinities = len(self.__bootstraps[isinf(self.__bootstraps)]) + + if num_infinities > 0: + warn_msg = "There are {} bootstrap(s) that are not defined. "\ + "This is likely due to smaple sample sizes. "\ + "The values in a bootstrap for a group will be more likely "\ + "to be all equal, with a resulting variance of zero. "\ + "The computation of Cohen's d and Hedges' g thus "\ + "involved a division by zero. " + warnings.warn(warn_msg.format(num_infinities), + category=UserWarning) self.__bias_correction = ci2g.compute_meandiff_bias_correction( self.__bootstraps, self.__difference) diff --git a/dabest/_stats_tools/confint_2group_diff.py b/dabest/_stats_tools/confint_2group_diff.py index 282e39c8..fc01e87c 100644 --- a/dabest/_stats_tools/confint_2group_diff.py +++ b/dabest/_stats_tools/confint_2group_diff.py @@ -159,7 +159,24 @@ def compute_bootstrapped_diff(x0, x1, is_paired, effect_size, # reset seed np.random.seed() - + + # check whether there are any infinities in the bootstrap, + # which likely indicates the sample sizes are too small as + # the computation of Cohen's d and Hedges' g necessitated + # a division by zero. + # Added in v0.2.6. + + # num_infinities = len(out[np.isinf(out)]) + # print(num_infinities) + # if num_infinities > 0: + # warn_msg = "There are {} bootstraps that are not defined. "\ + # "This is likely due to smaple sample sizes. "\ + # "The values in a bootstrap for a group will be more likely "\ + # "to be all equal, with a resulting variance of zero. "\ + # "The computation of Cohen's d and Hedges' g will therefore "\ + # "involved a division by zero. " + # warnings.warn(warn_msg.format(num_infinities), category="UserWarning") + return out diff --git a/dabest/_stats_tools/effsize.py b/dabest/_stats_tools/effsize.py index 2292f2a3..69c9cd5b 100644 --- a/dabest/_stats_tools/effsize.py +++ b/dabest/_stats_tools/effsize.py @@ -217,11 +217,13 @@ def cohens_d(control, test, is_paired=False): # assume the two arrays are ordered already. delta = test - control M = np.mean(delta) - return M / average_sd + divisor = average_sd else: M = np.mean(test) - np.mean(control) - return M / pooled_sd + divisor = pooled_sd + + return M / divisor diff --git a/dabest/plotter.py b/dabest/plotter.py index 49846ad3..c53043d3 100644 --- a/dabest/plotter.py +++ b/dabest/plotter.py @@ -471,7 +471,8 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): current_ci_high = results.bca_high[j] # Create the violinplot. - v = contrast_axes.violinplot(current_bootstrap, + # New in v0.2.6: drop negative infinities before plotting. + v = contrast_axes.violinplot(current_bootstrap[~np.isinf(current_bootstrap)], positions=[tick], **violinplot_kwargs) # Turn the violinplot into half, and color it the same as the swarmplot. From 177f9df25c0a37ad74414b538bc33a2f222d0dc8 Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Thu, 3 Oct 2019 18:22:21 +0800 Subject: [PATCH 24/37] version bump DOCS --- docs/source/conf.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/conf.py b/docs/source/conf.py index 3c0ded1e..c6864d07 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -77,7 +77,7 @@ # The short X.Y version. version = '0.2' # The full version, including alpha/beta/rc tags. -release = '0.2.4' +release = '0.2.6' # The language for content autogenerated by Sphinx. Refer to documentation # for a list of supported languages. From 5587fca0aa1e8c5170af5b485ee18e99556303ae Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Thu, 3 Oct 2019 18:22:28 +0800 Subject: [PATCH 25/37] update tutorial DOCS --- dabest/_classes.py | 2 +- docs/source/_images/tutorial_27_1.png | Bin 17524 -> 0 bytes docs/source/_images/tutorial_28_0.png | Bin 0 -> 17423 bytes docs/source/_images/tutorial_28_1.png | Bin 16390 -> 0 bytes docs/source/_images/tutorial_29_0.png | Bin 0 -> 16350 bytes docs/source/_images/tutorial_30_0.png | Bin 18016 -> 0 bytes docs/source/_images/tutorial_31_0.png | Bin 0 -> 18006 bytes docs/source/_images/tutorial_32_1.png | Bin 28307 -> 0 bytes docs/source/_images/tutorial_33_0.png | Bin 24310 -> 28059 bytes docs/source/_images/tutorial_34_0.png | Bin 0 -> 24280 bytes docs/source/_images/tutorial_35_0.png | Bin 24081 -> 0 bytes docs/source/_images/tutorial_36_0.png | Bin 0 -> 24091 bytes docs/source/_images/tutorial_37_0.png | Bin 30278 -> 0 bytes docs/source/_images/tutorial_38_0.png | Bin 0 -> 30282 bytes docs/source/_images/tutorial_42_0.png | Bin 40636 -> 0 bytes docs/source/_images/tutorial_43_0.png | Bin 0 -> 40684 bytes docs/source/_images/tutorial_47_0.png | Bin 46650 -> 0 bytes docs/source/_images/tutorial_48_0.png | Bin 0 -> 46657 bytes docs/source/_images/tutorial_53_0.png | Bin 0 -> 17444 bytes docs/source/_images/tutorial_53_1.png | Bin 17591 -> 0 bytes docs/source/_images/tutorial_56_0.png | Bin 0 -> 19686 bytes docs/source/_images/tutorial_56_1.png | Bin 19929 -> 0 bytes docs/source/_images/tutorial_58_0.png | Bin 25982 -> 25985 bytes docs/source/_images/tutorial_59_0.png | Bin 0 -> 34852 bytes docs/source/_images/tutorial_59_1.png | Bin 35032 -> 0 bytes docs/source/_images/tutorial_61_0.png | Bin 25976 -> 25983 bytes docs/source/_images/tutorial_62_0.png | Bin 24194 -> 24203 bytes docs/source/_images/tutorial_64_0.png | Bin 23955 -> 23970 bytes docs/source/_images/tutorial_66_0.png | Bin 24142 -> 24153 bytes docs/source/_images/tutorial_68_0.png | Bin 19414 -> 19425 bytes docs/source/_images/tutorial_70_0.png | Bin 24069 -> 24078 bytes docs/source/_images/tutorial_72_0.png | Bin 24990 -> 24999 bytes docs/source/_images/tutorial_74_0.png | Bin 0 -> 16295 bytes docs/source/_images/tutorial_74_1.png | Bin 16413 -> 0 bytes docs/source/_images/tutorial_75_0.png | Bin 26595 -> 26579 bytes docs/source/_images/tutorial_77_0.png | Bin 0 -> 79648 bytes docs/source/_images/tutorial_79_0.png | Bin 0 -> 82160 bytes .../{tutorial_78_0.png => tutorial_82_0.png} | Bin 32008 -> 32015 bytes docs/source/tutorial.rst | 187 ++++++++++++------ 39 files changed, 124 insertions(+), 65 deletions(-) delete mode 100644 docs/source/_images/tutorial_27_1.png create mode 100644 docs/source/_images/tutorial_28_0.png delete mode 100644 docs/source/_images/tutorial_28_1.png create mode 100644 docs/source/_images/tutorial_29_0.png delete mode 100644 docs/source/_images/tutorial_30_0.png create mode 100644 docs/source/_images/tutorial_31_0.png delete mode 100644 docs/source/_images/tutorial_32_1.png create mode 100644 docs/source/_images/tutorial_34_0.png delete mode 100644 docs/source/_images/tutorial_35_0.png create mode 100644 docs/source/_images/tutorial_36_0.png delete mode 100644 docs/source/_images/tutorial_37_0.png create mode 100644 docs/source/_images/tutorial_38_0.png delete mode 100644 docs/source/_images/tutorial_42_0.png create mode 100644 docs/source/_images/tutorial_43_0.png delete mode 100644 docs/source/_images/tutorial_47_0.png create mode 100644 docs/source/_images/tutorial_48_0.png create mode 100644 docs/source/_images/tutorial_53_0.png delete mode 100644 docs/source/_images/tutorial_53_1.png create mode 100644 docs/source/_images/tutorial_56_0.png delete mode 100644 docs/source/_images/tutorial_56_1.png create mode 100644 docs/source/_images/tutorial_59_0.png delete mode 100644 docs/source/_images/tutorial_59_1.png create mode 100644 docs/source/_images/tutorial_74_0.png delete mode 100644 docs/source/_images/tutorial_74_1.png create mode 100644 docs/source/_images/tutorial_77_0.png create mode 100644 docs/source/_images/tutorial_79_0.png rename docs/source/_images/{tutorial_78_0.png => tutorial_82_0.png} (56%) diff --git a/dabest/_classes.py b/dabest/_classes.py index bd8565c1..f9ffbb0e 100644 --- a/dabest/_classes.py +++ b/dabest/_classes.py @@ -1271,7 +1271,7 @@ def plot(self, color_col=None, Creating estimation plots in individual panels of a figure. - >>> f, axx = plt.subplots(nrows=2, ncols = 2, figsize=(15, 15)) + >>> f, axx = plt.subplots(nrows=2, ncols=2, figsize=(15, 15)) >>> my_data.mean_diff.plot(ax=axx.flat[0]) >>> my_data_paired.mean_diff.plot(ax=axx.flat[1]) >>> my_shared_control.mean_diff.plot(ax=axx.flat[2]) diff --git a/docs/source/_images/tutorial_27_1.png b/docs/source/_images/tutorial_27_1.png deleted file mode 100644 index e800711680a6f7a3feb60214de0c10cefd3ebc5c..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 17524 zcmd74cT|(z*DV?dReF&ky{jlKbOZ!xkuC}-T_AJ_Ql%ym1w^_i0f85!2~srD1tN+l zger)XKoFH4P^yG-Ht+BI&b?=hbMCnJzv~!|L7s&DJlT8gx#pT{Zj!Amj9E^dIR$}0 zSl}iG*B}sTMhJu|ih&MX$-dNg@&-+aKKwcZ_!qxC;zD`bt`

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You can refer to this `gallery `__ @@ -1297,10 +1353,13 @@ of style sheets for reference. import matplotlib.pyplot as plt plt.style.use("dark_background") - + +.. code-block:: python3 + :linenos: + multi_2group.mean_diff.plot(); -.. image:: _images/tutorial_78_0.png +.. image:: _images/tutorial_82_0.png From 62b15279f9a45f6a00073a2742fe0b64f32b4abc Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Fri, 4 Oct 2019 17:12:04 +0800 Subject: [PATCH 26/37] add notes and contributors --- docs/source/about.rst | 9 +++++++++ docs/source/index.rst | 5 ++++- docs/source/release-notes.rst | 15 +++++++++++++-- docs/source/tutorial.rst | 5 +++-- 4 files changed, 29 insertions(+), 5 deletions(-) diff --git a/docs/source/about.rst b/docs/source/about.rst index 3e4254e7..0206c6a6 100644 --- a/docs/source/about.rst +++ b/docs/source/about.rst @@ -11,6 +11,15 @@ Authors To find out more about the authors’ research, please visit the `Claridge-Chang lab webpage `_. +Contributors +------------ + +- Mason Malone (`@MasonM `_) with `PR #30 `_: Fix plot error when effect size is 0 + +- Matthew Edwards (`@mje-nz `_) with `PR #71 `_: Specify dependencies correctly in ``setup.py``. + +- Adam Nekimken (`@anekimken `_) with `PR #73 `_: Implement inset axes so estimation plots can be plotted on a pre-determined :py:mod:`matplotlib` :py:class:`Axes` object. + Typography ---------- diff --git a/docs/source/index.rst b/docs/source/index.rst index 60a21802..db6f5dab 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -18,8 +18,11 @@ Analyze your data with estimation statistics! News ---- +October 2019: + - v0.2.6 released. This release has one new feature (plotting of estimation plot inside any :py:mod:`matplotlib` :py:class:`Axes`; see the section on :ref:`inset_plot` in the :doc:`tutorial`). There are also two bug patches for the handling of bootstrap plotting, and of dependency installation. For more information, see the :doc:`release-notes`. + September 2019: - - v0.2.5 released. This release addresses two feature requests, and also patches two bugs: one affecting the paired difference CIs, and one involving NaNs in unused/irrelevant columns. See the :doc:`release-notes`. + - v0.2.5 released. This release addresses two feature requests, and also patches two bugs: one affecting the paired difference CIs, and one involving NaNs in unused/irrelevant columns. May 2019: - v0.2.4 released. This is a patch for a set of bugs that mis-aligned Gardner-Altman plots, and also adds the capability to tweak the x-position of the Tufte gapped lines. diff --git a/docs/source/release-notes.rst b/docs/source/release-notes.rst index 7b2d1abf..96238904 100644 --- a/docs/source/release-notes.rst +++ b/docs/source/release-notes.rst @@ -4,11 +4,22 @@ Release Notes ============= -v0.2.5 +v0.2.6 ------ This release addresses a number of bugs and feature improvements. There are no known breaking changes to the API; hence **all users are strongly encouraged to upgrade to the latest version**. +Feature additions: + - It is now possible to specify a pre-determined :py:mod:`matplotlib` :py:class:`Axes` to create the estimation plot in. See the new section in the tutorial for more information. (`Pull request #73 `_; thanks to Adam Nekimken (`@anekimken `_). + - + + +Bug-fixes: + - Ensure all dependencies are installed along with DABEST. (`Pull request #71 `_; thanks to Matthew Edwards (`@mje-nz `_). + +v0.2.5 +------ + Feature additions: - Adding Ns of each group to the results DataFrame. (`Issue #45 `_) - Auto-labelling the swarmplot rawdata axes y-label. (`Issue #51 `_) @@ -35,7 +46,7 @@ This release fixes a bug that did not handle when the supplied ``x`` was a :py:m v0.2.2 ------ -This release fixes a `bug `_ that has a mean difference or median difference of exactly 0. +This release fixes a `bug `_ that has a mean difference or median difference of exactly 0. (`Pull request #73 `_; thanks to Mason Malone (`@MasonM `_). v0.2.1 diff --git a/docs/source/tutorial.rst b/docs/source/tutorial.rst index 4c384ecc..384d7291 100644 --- a/docs/source/tutorial.rst +++ b/docs/source/tutorial.rst @@ -1284,9 +1284,10 @@ effect size differences. .. image:: _images/tutorial_75_0.png +.. _inset_plot: -Creating estimation plots in existing axes. -~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Creating estimation plots in existing axes +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ *Implemented in v0.2.6 by Adam Nekimken.* From ddf0cd2f3b5999fc8a27228fdb8198f9da1a7445 Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Fri, 4 Oct 2019 17:34:06 +0800 Subject: [PATCH 27/37] standardize references to DABEST --- docs/source/about.rst | 6 +++--- docs/source/getting-started.rst | 4 ++-- docs/source/release-notes.rst | 18 +++++++++--------- docs/source/tutorial.rst | 18 +++++++++--------- 4 files changed, 23 insertions(+), 23 deletions(-) diff --git a/docs/source/about.rst b/docs/source/about.rst index 0206c6a6..7738cf1a 100644 --- a/docs/source/about.rst +++ b/docs/source/about.rst @@ -7,14 +7,14 @@ About Authors -------- -`dabest` is written in Python by `Joses W. Ho `_, with design and input from `Adam Claridge-Chang `_ and other lab members. +DABEST is written in Python by `Joses W. Ho `_, with design and input from `Adam Claridge-Chang `_ and other lab members. To find out more about the authors’ research, please visit the `Claridge-Chang lab webpage `_. Contributors ------------ -- Mason Malone (`@MasonM `_) with `PR #30 `_: Fix plot error when effect size is 0 +- Mason Malone (`@MasonM `_) with `PR #30 `_: Fix plot error when effect size is 0. - Matthew Edwards (`@mje-nz `_) with `PR #71 `_: Specify dependencies correctly in ``setup.py``. @@ -29,7 +29,7 @@ This documentation uses `Spectral `_ for the bod License ------- -The `dabest` package in Python is licenced under the `BSD 3-clause Clear License `_. +The DABEST package in Python is licenced under the `BSD 3-clause Clear License `_. Copyright (c) 2016-2019, Joses W. Ho All rights reserved. diff --git a/docs/source/getting-started.rst b/docs/source/getting-started.rst index 64617715..1fe95500 100644 --- a/docs/source/getting-started.rst +++ b/docs/source/getting-started.rst @@ -8,7 +8,7 @@ Getting Started Requirements ------------ -Python 3.7 is strongly recommended. ``dabest`` has also been tested with Python 3.5 and 3.6. +Python 3.7 is strongly recommended. DABEST has also been tested with Python 3.5 and 3.6. In addition, the following packages are also required: @@ -47,7 +47,7 @@ Then, navigate to the cloned repo in the command line and run Testing ------- -To test ``dabest``, you will need to install `pytest `_. +To test DABEST, you will need to install `pytest `_. Run ``pytest`` in the root directory of the source distribution. This runs the test suite in ``dabest/tests`` folder. The test suite will ensure that the bootstrapping functions and the plotting functions perform as expected. diff --git a/docs/source/release-notes.rst b/docs/source/release-notes.rst index 96238904..b3709801 100644 --- a/docs/source/release-notes.rst +++ b/docs/source/release-notes.rst @@ -69,7 +69,7 @@ Now, every analysis session begins with ``dabest.load()``. my_data = dabest.load(my_dataframe, idx=("Control", "Test")) -This creates a ``dabest`` object with effect sizes as instances. +This creates a :py:class:`Dabest` object with effect sizes as instances. .. code-block:: python :linenos: @@ -123,14 +123,14 @@ v0.1.6 Several keywords have been added to allow more fine-grained control over a selection of plot elements. -* `swarm_dotsize` -* `difference_dotsize` -* `ci_linewidth` -* `summary_linewidth` +* ``swarm_dotsize`` +* ``difference_dotsize`` +* ``ci_linewidth`` +* ``summary_linewidth`` -The new keyword `context` allows you to set the plotting context as defined by seaborn's `plotting_context() `_ . +The new keyword ``context`` allows you to set the plotting context as defined by seaborn's `plotting_context() `_ . -Now, if `paired=True`, you will need to supply an `id_col`, which is a column in the DataFrame which specifies which sample the datapoint belongs to. See the :doc:`tutorial` for more details. +Now, if ``paired=True``, you will need to supply an ``id_col``, which is a column in the DataFrame which specifies which sample the datapoint belongs to. See the :doc:`tutorial` for more details. v0.1.5 @@ -149,7 +149,7 @@ Update dependencies to Aesthetic changes -* add `tick_length` and `tick_pad` arguments to allow tweaking of the axes tick lengths, and padding of the tick labels, respectively. +* add ``tick_length`` and ``tick_pad`` arguments to allow tweaking of the axes tick lengths, and padding of the tick labels, respectively. v0.1.3 @@ -160,7 +160,7 @@ Update dependencies to Bugfixes -* fix bug that did not label `swarm_label` if raw data was in tidy form +* fix bug that did not label ``swarm_label`` if raw data was in tidy form * fix bug that did not dropnans for unpaired diff diff --git a/docs/source/tutorial.rst b/docs/source/tutorial.rst index 384d7291..fb327fec 100644 --- a/docs/source/tutorial.rst +++ b/docs/source/tutorial.rst @@ -25,7 +25,7 @@ Load Libraries Create dataset for demo ----------------------- -Here, we create a dataset to illustrate how ``dabest`` functions. In +Here, we create a dataset to illustrate how DABEST functions. In this dataset, each column corresponds to a group of observations. .. code-block:: python3 @@ -207,7 +207,7 @@ list. two_groups_unpaired = dabest.load(df, idx=("Control 1", "Test 1"), resamples=5000) -Calling this ``Dabest`` object gives you a gentle greeting, as well as +Calling this :py:class:`Dabest`; object gives you a gentle greeting, as well as the comparisons that can be computed. .. code-block:: python3 @@ -304,7 +304,7 @@ produced. Effect sizes ------------ -``dabest`` now features a range of effect sizes: - the mean difference +DABEST now features a range of effect sizes: - the mean difference (``mean_diff``) - the median difference (``median_diff``) - `Cohen's *d* `__ (``cohens_d``) - `Hedges' @@ -313,7 +313,7 @@ Effect sizes delta `__ (``cliffs_delta``) -Each of these are attributes of the ``Dabest`` object. +Each of these are attributes of the :py:class:`Dabest` object. .. code-block:: python3 :linenos: @@ -719,7 +719,7 @@ Both Gardner-Altman and Cumming plots support this. .. image:: _images/tutorial_34_0.png -The ``dabest`` package also implements a range of estimation plot +The DABEST package also implements a range of estimation plot designs aimed at depicting common experimental designs. The **multi-two-group estimation plot** tiles two or more Cumming plots @@ -857,7 +857,7 @@ to ``idx`` has more than two data columns. .. image:: _images/tutorial_43_0.png -``dabest`` thus empowers you to robustly perform and elegantly present +DABEST thus empowers you to robustly perform and elegantly present complex visualizations and statistics. .. code-block:: python3 @@ -952,7 +952,7 @@ complex visualizations and statistics. Using long (aka 'melted') data frames ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ -``dabest`` can also work with 'melted' or 'long' data. This term is +DABEST can also work with 'melted' or 'long' data. This term is so used because each row will now correspond to a single datapoint, with one column carrying the value and other columns carrying 'metadata' describing that datapoint. @@ -1240,7 +1240,7 @@ better outcome), you can simply invert the tuple passed to You can add minor ticks and also change the tick frequency by accessing the axes directly. -Each estimation plot produced by ``dabest`` has 2 axes. The first one +The estimation plot produced by ``dabest.plot()`` has 2 axes. The first one contains the rawdata swarmplot; the second one contains the bootstrap effect size differences. @@ -1343,7 +1343,7 @@ Applying style sheets *Implemented in v0.2.0*. -``dabest`` can now apply `matplotlib style +DABEST can now apply `matplotlib style sheets `__ to estimation plots. You can refer to this `gallery `__ From d99055dc3e325d6bc65ac2836513f40b8ee93a72 Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Mon, 7 Oct 2019 18:13:09 +0800 Subject: [PATCH 28/37] set tight_layout=True --- dabest/plotter.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/dabest/plotter.py b/dabest/plotter.py index c53043d3..a28fb5af 100644 --- a/dabest/plotter.py +++ b/dabest/plotter.py @@ -255,7 +255,8 @@ def EffectSizeDataFramePlotter(EffectSizeDataFrame, **plot_kwargs): # Initialise the figure. # sns.set(context="talk", style='ticks') - init_fig_kwargs = dict(figsize=fig_size, dpi=plot_kwargs["dpi"]) + init_fig_kwargs = dict(figsize=fig_size, dpi=plot_kwargs["dpi"], + tight_layout=True) width_ratios_ga = [2.5, 1] h_space_cummings = 0.3 From a8a953ddd18ad52e47e8f2ab7a6a2d3c34a54812 Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Mon, 7 Oct 2019 18:13:26 +0800 Subject: [PATCH 29/37] use pytest-mpl plugin for plot testing --- dabest/pytest.ini | 4 +- ...st_01_gardner_altman_unpaired_meandiff.png | Bin 0 -> 26030 bytes ..._02_gardner_altman_unpaired_mediandiff.png | Bin 0 -> 26334 bytes ...st_03_gardner_altman_unpaired_hedges_g.png | Bin 0 -> 24670 bytes ...test_04_gardner_altman_paired_hedges_g.png | Bin 0 -> 36459 bytes ...test_04_gardner_altman_paired_meandiff.png | Bin 0 -> 36824 bytes ...5_cummings_two_group_unpaired_meandiff.png | Bin 0 -> 27459 bytes ..._06_cummings_two_group_paired_meandiff.png | Bin 0 -> 46966 bytes .../test_07_cummings_multi_group_unpaired.png | Bin 0 -> 38752 bytes .../test_08_cummings_multi_group_paired.png | Bin 0 -> 54609 bytes .../test_09_cummings_shared_control.png | Bin 0 -> 58647 bytes .../test_10_cummings_multi_groups.png | Bin 0 -> 69334 bytes .../baseline_images/test_11_inset_plots.png | Bin 0 -> 287665 bytes .../test_12_gardner_altman_ylabel.png | Bin 0 -> 28722 bytes .../test_13_multi_2group_color.png | Bin 0 -> 40180 bytes .../test_14_gardner_altman_paired_color.png | Bin 0 -> 55618 bytes .../test_15_change_palette_a.png | Bin 0 -> 41211 bytes .../test_16_change_palette_b.png | Bin 0 -> 38344 bytes .../test_17_change_palette_c.png | Bin 0 -> 39008 bytes .../tests/baseline_images/test_18_desat.png | Bin 0 -> 38970 bytes .../baseline_images/test_19_dot_sizes.png | Bin 0 -> 31995 bytes .../baseline_images/test_20_change_ylims.png | Bin 0 -> 38277 bytes .../baseline_images/test_21_invert_ylim.png | Bin 0 -> 40442 bytes .../test_22_ticker_gardner_altman.png | Bin 0 -> 24524 bytes .../test_23_ticker_cumming.png | Bin 0 -> 38617 bytes .../baseline_images/test_25_style_sheets.png | Bin 0 -> 38915 bytes dabest/tests/test_03_plotting.py | 399 ++++++++++++------ dabest/tests/test_04_inset_plots.py | 146 ------- dabest/tests/utils.py | 110 +++-- 29 files changed, 342 insertions(+), 317 deletions(-) create mode 100644 dabest/tests/baseline_images/test_01_gardner_altman_unpaired_meandiff.png create mode 100644 dabest/tests/baseline_images/test_02_gardner_altman_unpaired_mediandiff.png create mode 100644 dabest/tests/baseline_images/test_03_gardner_altman_unpaired_hedges_g.png create mode 100644 dabest/tests/baseline_images/test_04_gardner_altman_paired_hedges_g.png create mode 100644 dabest/tests/baseline_images/test_04_gardner_altman_paired_meandiff.png create mode 100644 dabest/tests/baseline_images/test_05_cummings_two_group_unpaired_meandiff.png create mode 100644 dabest/tests/baseline_images/test_06_cummings_two_group_paired_meandiff.png create mode 100644 dabest/tests/baseline_images/test_07_cummings_multi_group_unpaired.png create mode 100644 dabest/tests/baseline_images/test_08_cummings_multi_group_paired.png create mode 100644 dabest/tests/baseline_images/test_09_cummings_shared_control.png create mode 100644 dabest/tests/baseline_images/test_10_cummings_multi_groups.png create mode 100644 dabest/tests/baseline_images/test_11_inset_plots.png create mode 100644 dabest/tests/baseline_images/test_12_gardner_altman_ylabel.png create mode 100644 dabest/tests/baseline_images/test_13_multi_2group_color.png create mode 100644 dabest/tests/baseline_images/test_14_gardner_altman_paired_color.png create mode 100644 dabest/tests/baseline_images/test_15_change_palette_a.png create mode 100644 dabest/tests/baseline_images/test_16_change_palette_b.png create mode 100644 dabest/tests/baseline_images/test_17_change_palette_c.png create mode 100644 dabest/tests/baseline_images/test_18_desat.png create mode 100644 dabest/tests/baseline_images/test_19_dot_sizes.png create mode 100644 dabest/tests/baseline_images/test_20_change_ylims.png create mode 100644 dabest/tests/baseline_images/test_21_invert_ylim.png create mode 100644 dabest/tests/baseline_images/test_22_ticker_gardner_altman.png create mode 100644 dabest/tests/baseline_images/test_23_ticker_cumming.png create mode 100644 dabest/tests/baseline_images/test_25_style_sheets.png delete mode 100644 dabest/tests/test_04_inset_plots.py diff --git a/dabest/pytest.ini b/dabest/pytest.ini index 23d0e592..d2d50256 100644 --- a/dabest/pytest.ini +++ b/dabest/pytest.ini @@ -1,4 +1,6 @@ [pytest] filterwarnings = ignore::UserWarning - ignore::DeprecationWarning \ No newline at end of file + ignore::DeprecationWarning + +addopts = --mpl --mpl-baseline-path=dabest/tests/baseline_images \ No newline at end of file diff --git a/dabest/tests/baseline_images/test_01_gardner_altman_unpaired_meandiff.png b/dabest/tests/baseline_images/test_01_gardner_altman_unpaired_meandiff.png new file mode 100644 index 0000000000000000000000000000000000000000..4215214bb53d23f17899499e904ddcc3f5353956 GIT binary patch literal 26030 zcmcG$1yq%9*Ee`Xx?4IGm5}a|4gqNpkQC|eRs?Ag6#-F@?vj!QNeStY4nex4bM|@O zZ|0r&X3bi&W>~WR&m(fqeP8!=?ft8LBGlCs@UW?{5eNjHlA^380&(L2zTaY^!{6wa zzw3bipt?ybX=B2dKjyP=`2SeWicj1S2m&+Y_l;c192@vcA$K`_cP*#q?p|iDmIwzk 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zWw>T9@m1YJmgfRGH$3v3yu3Tch43qM9b*4zi%R`L|BN^Q9qrl+3>zWWV66vrkWnmR zQtI0YqeRV^Wb~8nXf6mw4>a{_Zy8qzsT;kCsc9*CIYOy{-L*FUTU;u@n`&p<*L2)V z3$b$3py=uS3zdQjY_dbeEH|;!wt>PA5>hF!rT6*UvWRo&K~R3NV}Y~F#GTKw%g0Y3 zs8^)j5)!PWzVUIh!`E@E2~HDk)ASZAaFJ6by|~~a2!47r9-SN;LDdp5(|G)2_ZZ&m z8WZUBXgr`we0yx=)Y|1MR=mpa5O`LpGQ_nyPP~2e^J}?3 zQ6v%Z;o`*_r1Ec|pB)Nse!BnRXT!;M?~=56mIHhDnq*2&)jw{`O8d3E73YCdh_;aM m>HAyZ{NF?Re=U#F*T}?9yPow`Jeo(sKZ Date: Mon, 7 Oct 2019 18:16:25 +0800 Subject: [PATCH 30/37] update testing description --- dabest/tests/README.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/dabest/tests/README.md b/dabest/tests/README.md index 5a91e42b..e0fab09a 100644 --- a/dabest/tests/README.md +++ b/dabest/tests/README.md @@ -1,9 +1,8 @@ # Testing -We use [pytest](https://docs.pytest.org/en/latest) to execute the tests. More documentation of the testing paradigm will be added in the near future. +We use [pytest](https://docs.pytest.org/en/latest) to execute the tests. For testing of plot generation, we use the [mpl plugin](https://github.com/matplotlib/pytest-mpl) for pytest. A range of different plots are created, and compared against the baseline images in the `baseline_images` subfolder. To run the tests, go to the root of this repo directory and run - ```shell pytest dabest ``` From 71aec359e1fa51d0c2c12c3121aa58b6edaf9ba2 Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Mon, 7 Oct 2019 18:25:22 +0800 Subject: [PATCH 31/37] update release notes --- docs/source/release-notes.rst | 1 + 1 file changed, 1 insertion(+) diff --git a/docs/source/release-notes.rst b/docs/source/release-notes.rst index b3709801..48e5944f 100644 --- a/docs/source/release-notes.rst +++ b/docs/source/release-notes.rst @@ -16,6 +16,7 @@ Feature additions: Bug-fixes: - Ensure all dependencies are installed along with DABEST. (`Pull request #71 `_; thanks to Matthew Edwards (`@mje-nz `_). + - Handle infinities in bootstraps during plotting. (`Issue #72 `_, `Pull request #74 `_) v0.2.5 ------ From b744f20b7a34f111e959118751845b8b99bba5f5 Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Mon, 7 Oct 2019 18:34:39 +0800 Subject: [PATCH 32/37] add pytest-mpl in extra_require --- setup.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/setup.py b/setup.py index ea3f052f..a762629d 100644 --- a/setup.py +++ b/setup.py @@ -46,7 +46,7 @@ 'matplotlib~=3.0', 'seaborn~=0.9' ], - extras_require={'dev': ['pytest==4.3']}, + extras_require={'dev': ['pytest==4.3 pytest-mpl==0.10']}, python_requires='>=3.5', url='https://acclab.github.io/DABEST-python-docs', download_url='https://www.github.com/ACCLAB/DABEST-python', From 2e3d329f71cd2d4a0c39a2fe398fca77908c4ef9 Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Mon, 7 Oct 2019 18:53:02 +0800 Subject: [PATCH 33/37] update to pytest==5.2 --- setup.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/setup.py b/setup.py index a762629d..1f1b11f5 100644 --- a/setup.py +++ b/setup.py @@ -46,7 +46,7 @@ 'matplotlib~=3.0', 'seaborn~=0.9' ], - extras_require={'dev': ['pytest==4.3 pytest-mpl==0.10']}, + extras_require={'dev': ['pytest==5.2 pytest-mpl==0.10']}, python_requires='>=3.5', url='https://acclab.github.io/DABEST-python-docs', download_url='https://www.github.com/ACCLAB/DABEST-python', From 8accfd15638c466d09fc5a9f3a2ba000490dbb29 Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Mon, 7 Oct 2019 18:53:12 +0800 Subject: [PATCH 34/37] register mpl_image_compare marker --- dabest/pytest.ini | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/dabest/pytest.ini b/dabest/pytest.ini index d2d50256..9ed7c623 100644 --- a/dabest/pytest.ini +++ b/dabest/pytest.ini @@ -3,4 +3,7 @@ filterwarnings = ignore::UserWarning ignore::DeprecationWarning -addopts = --mpl --mpl-baseline-path=dabest/tests/baseline_images \ No newline at end of file +addopts = --mpl --mpl-baseline-path=dabest/tests/baseline_images + +markers = + mpl_image_compare: mark a test as implementing mpl image comparison. \ No newline at end of file From c9f0f72bae049eb6ad9481141b227f3fbd1063dd Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Tue, 8 Oct 2019 10:10:29 +0800 Subject: [PATCH 35/37] fix `extras_require` --- setup.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/setup.py b/setup.py index 1f1b11f5..5365d289 100644 --- a/setup.py +++ b/setup.py @@ -46,7 +46,7 @@ 'matplotlib~=3.0', 'seaborn~=0.9' ], - extras_require={'dev': ['pytest==5.2 pytest-mpl==0.10']}, + extras_require={'dev': ['pytest==5.2', 'pytest-mpl==0.10']}, python_requires='>=3.5', url='https://acclab.github.io/DABEST-python-docs', download_url='https://www.github.com/ACCLAB/DABEST-python', From 77e37be7ccd5934502a2dfa700ecb326c673afc2 Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Tue, 8 Oct 2019 10:46:30 +0800 Subject: [PATCH 36/37] reduce tolerance for inset plot comparison --- dabest/tests/test_03_plotting.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dabest/tests/test_03_plotting.py b/dabest/tests/test_03_plotting.py index 464440ee..78b331e3 100644 --- a/dabest/tests/test_03_plotting.py +++ b/dabest/tests/test_03_plotting.py @@ -114,7 +114,7 @@ def test_10_cummings_multi_groups(): @pytest.mark.mpl_image_compare -def test_11_inset_plots(): +def test_11_inset_plots(tolerance=8): # Load the iris dataset. Requires internet access. iris = pd.read_csv("https://github.com/mwaskom/seaborn-data/raw/master/iris.csv") From 36f573ec9253261d0f68e58a986e6c9fbb630391 Mon Sep 17 00:00:00 2001 From: "Joses W. Ho" Date: Tue, 8 Oct 2019 10:59:20 +0800 Subject: [PATCH 37/37] misplaced the `tolerance` keyword!!!! --- dabest/tests/test_03_plotting.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/dabest/tests/test_03_plotting.py b/dabest/tests/test_03_plotting.py index 78b331e3..ecdca87e 100644 --- a/dabest/tests/test_03_plotting.py +++ b/dabest/tests/test_03_plotting.py @@ -113,8 +113,8 @@ def test_10_cummings_multi_groups(): -@pytest.mark.mpl_image_compare -def test_11_inset_plots(tolerance=8): +@pytest.mark.mpl_image_compare(tolerance=20) +def test_11_inset_plots(): # Load the iris dataset. Requires internet access. iris = pd.read_csv("https://github.com/mwaskom/seaborn-data/raw/master/iris.csv")

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