From 92c3379b7ce0dcc8792adbad73682b9a3de4e3c1 Mon Sep 17 00:00:00 2001 From: jc3-test Date: Wed, 17 Jun 2026 07:24:12 +0800 Subject: [PATCH 1/2] Add paired_raincloud() for repeated-measures connecting lines Implements the repeated-measures roadmap item as a dedicated function, paired_raincloud(), rather than new parameters on RainCloud (per the design discussion on the issue). It wraps RainCloud for the standard cloud/box/rain drawing, then connects each subject's rain points across categories for paired / pre-post / longitudinal data. RainCloud itself is unchanged. hue/dodge raise ValueError, since the point-to-subject mapping is ambiguous with dodged sub-groups. Adds the _draw_repeated_measures_lines helper, the paired_data fixture, the TestPairedRaincloud test class, and a standalone tutorial notebook on the AnxietyPaper dataset. Drafted with assistance from Claude (Anthropic). --- ptitprince/PtitPrince.py | 152 +++++++++++++++++- tests/conftest.py | 17 ++ tests/test_raincloud.py | 123 +++++++++++++- .../tutorial_repeated_measures.ipynb | 75 +++++++++ 4 files changed, 365 insertions(+), 2 deletions(-) create mode 100644 tutorial_python/tutorial_repeated_measures.ipynb diff --git a/ptitprince/PtitPrince.py b/ptitprince/PtitPrince.py index 58a3448..0857f39 100644 --- a/ptitprince/PtitPrince.py +++ b/ptitprince/PtitPrince.py @@ -12,7 +12,7 @@ from seaborn.categorical import * from seaborn.categorical import _CategoricalPlotter # , _CategoricalScatterPlotter -__all__ = ["half_violinplot", "stripplot", "RainCloud"] +__all__ = ["half_violinplot", "stripplot", "RainCloud", "paired_raincloud"] __version__ = "0.3.1" # Define a type alias for data inputs for reusability @@ -935,6 +935,72 @@ def half_violinplot( return ax +def _draw_repeated_measures_lines( + ax: matplotlib.axes.Axes, + rain_collections: list, + data: pd.DataFrame, + id_col: str, + cat_col: str, + num_col: str, + order: Optional[list], + orient: str, + line_color: str, + line_alpha: float, + line_width: float, +) -> None: + """Connect each subject's rain points across categories (paired data). + + The rain is drawn by seaborn's stripplot, which does not expose the + jittered coordinates directly. We recover them from the PathCollection + offsets emitted by the strip call and match each point back to its subject + using the within-category row order of ``data`` (seaborn preserves it). + + Assumes no ``hue``/``dodge`` on the rain (the caller enforces this): with + dodged sub-groups the point-to-subject mapping would be ambiguous. + """ + # Categorical axis: x (col 0) for vertical, y (col 1) for horizontal. + cat_axis = 1 if orient == "h" else 0 + + # Gather all plotted rain offsets in plot order. + offsets = [] + for coll in rain_collections: + if not hasattr(coll, "get_offsets"): + continue + off = np.asarray(coll.get_offsets()) + if off.size: + offsets.append(off) + if not offsets: + return + offsets = np.concatenate(offsets, axis=0) + + # Category order: explicit `order`, else first-seen order in the data. + if order is None: + order = list(pd.unique(data[cat_col])) + + # Assign every offset to a category by rounding its categorical coordinate + # (jitter is small relative to the unit spacing between categories). + cat_index = np.rint(offsets[:, cat_axis]).astype(int) + + # Per category, the offsets appear in the same row order as `data` rows for + # that category. Zip them to recover (subject -> point) within each level. + subject_points: dict = {} # subject -> list of (cat_pos_in_order, x, y) + for k, level in enumerate(order): + # seaborn drops NaN measurements, so filter them here to keep the + # within-category row order aligned with the plotted offsets. + level_rows = data[(data[cat_col] == level) & data[num_col].notna()] + level_offsets = offsets[cat_index == k] + n = min(len(level_rows), len(level_offsets)) + for row, point in zip(level_rows[id_col].to_numpy()[:n], level_offsets[:n]): + subject_points.setdefault(row, []).append((k, point[0], point[1])) + + # Draw one polyline per subject, ordered by category position. + for pts in subject_points.values(): + pts.sort(key=lambda t: t[0]) + xs = [p[1] for p in pts] + ys = [p[2] for p in pts] + ax.plot(xs, ys, color=line_color, alpha=line_alpha, linewidth=line_width, zorder=1) + + def RainCloud( x: DataInput = None, y: DataInput = None, @@ -1205,3 +1271,87 @@ def RainCloud( _ = ax.set_xlim(xlim) return ax + + +def paired_raincloud( + x: DataInput = None, + y: DataInput = None, + data: Optional[pd.DataFrame] = None, + id: DataInput = None, + order: Optional[list[str]] = None, + orient: str = "v", + line_color: str = "gray", + line_alpha: float = 0.3, + line_width: float = 0.5, + ax: Optional[matplotlib.axes.Axes] = None, + **kwargs: Any, +) -> matplotlib.axes.Axes: + """Draw a repeated-measures ("paired") Raincloud plot. + + Like `RainCloud`, but each subject's rain points are connected by a line + across categories, making within-subject change visible for paired / + pre-post / longitudinal designs. + + Main inputs (mirroring `RainCloud`): + x categorical column name in `data` + y measure column name in `data` + data input pandas dataframe + id subject identifier: a column name in `data`. Each subject's + rain points are connected across categories. + order list, order of the categorical data + orient string, vertical if "v" (default), horizontal if "h" + line_color color of the connecting lines (default "gray") + line_alpha opacity of the connecting lines (default 0.3) + line_width width of the connecting lines (default 0.5) + + Any other keyword arguments are forwarded to `RainCloud` (e.g. `move`, + `point_size`, `palette`, `cloud_`/`box_`/`rain_` styling). + + `hue`/`dodge` are not supported: with dodged sub-groups the point-to-subject + mapping is ambiguous, so they raise `ValueError`. Use `RainCloud` for those. + + Example: + >>> paired_raincloud(x="condition", y="score", data=df, + ... id="subject", orient="h") + """ + if not isinstance(data, pd.DataFrame): + raise ValueError("`paired_raincloud` requires a pandas DataFrame `data`.") + if not (isinstance(x, str) and isinstance(y, str) and isinstance(id, str)): + raise ValueError( + "`paired_raincloud` requires `x`, `y`, and `id` to be column names (strings) in `data`." + ) + if "hue" in kwargs or kwargs.get("dodge"): + raise ValueError( + "`paired_raincloud` does not support `hue`/`dodge`: the point-to-subject " + "mapping is ambiguous with dodged sub-groups. Use `RainCloud` instead." + ) + + if ax is None: + ax = plt.gca() + + # Draw the standard raincloud, then connect each subject's rain points. + n_before = len(ax.collections) + ax = RainCloud(x=x, y=y, data=data, order=order, orient=orient, ax=ax, **kwargs) + + # The rain is the only PathCollection RainCloud adds (the cloud is a + # PolyCollection; the box is patches/lines), so recover the plotted, jittered + # points from those collections. + rain_collections = [ + coll + for coll in ax.collections[n_before:] + if isinstance(coll, mpl.collections.PathCollection) + ] + _draw_repeated_measures_lines( + ax=ax, + rain_collections=rain_collections, + data=data, + id_col=id, + cat_col=x, + num_col=y, + order=order, + orient=orient, + line_color=line_color, + line_alpha=line_alpha, + line_width=line_width, + ) + return ax diff --git a/tests/conftest.py b/tests/conftest.py index 53e757f..bddaafb 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -42,6 +42,23 @@ def simple_data(): ) +@pytest.fixture +def paired_data(): + """Repeated-measures sample: each subject measured pre and post.""" + np.random.seed(42) + n = 30 + subjects = [f"s{i}" for i in range(n)] + pre = np.random.normal(50, 8, n) + post = pre + np.random.normal(6, 5, n) # within-subject change + return pd.DataFrame( + { + "subject": subjects * 2, + "condition": ["pre"] * n + ["post"] * n, + "score": np.concatenate([pre, post]), + } + ) + + @pytest.fixture(autouse=True) def cleanup_plots(): """Automatically close all plots after each test.""" diff --git a/tests/test_raincloud.py b/tests/test_raincloud.py index 616d0d8..5a00011 100644 --- a/tests/test_raincloud.py +++ b/tests/test_raincloud.py @@ -1,8 +1,9 @@ import matplotlib.pyplot as plt import numpy as np import pandas as pd +import pytest -from ptitprince import RainCloud +from ptitprince import RainCloud, paired_raincloud class TestRainCloudBasic: @@ -137,3 +138,123 @@ def test_raincloud_array_inputs(self): y = np.array([1, 2, 3, 4, 5, 6]) ax = RainCloud(x=x, y=y) assert ax is not None + + +class TestPairedRaincloud: + """Test the dedicated repeated-measures function `paired_raincloud`.""" + + def _baseline_line_count(self, data, **kwargs): + """Lines drawn by a plain RainCloud (boxplot artifacts, no subject lines).""" + fig, ax = plt.subplots() + RainCloud(x="condition", y="score", data=data, order=["pre", "post"], ax=ax, **kwargs) + n = len(ax.lines) + plt.close(fig) + return n + + def test_adds_one_line_per_subject(self, paired_data): + base = self._baseline_line_count(paired_data, orient="h") + fig, ax = plt.subplots() + paired_raincloud( + x="condition", + y="score", + data=paired_data, + id="subject", + order=["pre", "post"], + orient="h", + ax=ax, + ) + added = len(ax.lines) - base + plt.close(fig) + assert added == paired_data["subject"].nunique() + + def test_works_vertical(self, paired_data): + base = self._baseline_line_count(paired_data, orient="v") + fig, ax = plt.subplots() + paired_raincloud( + x="condition", + y="score", + data=paired_data, + id="subject", + order=["pre", "post"], + orient="v", + ax=ax, + ) + added = len(ax.lines) - base + plt.close(fig) + assert added == paired_data["subject"].nunique() + + def test_raincloud_alone_draws_no_subject_lines(self, paired_data): + """A plain RainCloud (no paired function) draws no per-subject lines.""" + fig, ax = plt.subplots() + RainCloud( + x="condition", y="score", data=paired_data, order=["pre", "post"], orient="h", ax=ax + ) + # only boxplot Line2D artifacts, no subject lines + n_box_lines = len(ax.lines) + plt.close(fig) + assert n_box_lines < paired_data["subject"].nunique() + + def test_missing_observations_do_not_error(self, paired_data): + """NaN measurements should break that subject's line, not raise.""" + df = paired_data.copy() + df.loc[(df.condition == "post") & df.subject.isin(["s0", "s1"]), "score"] = np.nan + fig, ax = plt.subplots() + paired_raincloud( + x="condition", + y="score", + data=df, + id="subject", + order=["pre", "post"], + orient="h", + ax=ax, + ) + plt.close(fig) # success = no exception + + def test_hue_and_dodge_raise(self, paired_data): + """hue/dodge are unsupported and should raise, not draw wrong lines.""" + df = paired_data.copy() + df["arm"] = (["A", "B"] * len(df))[: len(df)] + with pytest.raises(ValueError, match="hue.*dodge"): + paired_raincloud(x="condition", y="score", data=df, id="subject", hue="arm", orient="h") + with pytest.raises(ValueError, match="hue.*dodge"): + paired_raincloud( + x="condition", y="score", data=paired_data, id="subject", dodge=True, orient="h" + ) + + def test_requires_string_columns(self, paired_data): + """Non-column-name inputs should raise a clear error.""" + with pytest.raises(ValueError): + paired_raincloud(x="condition", y="score", data=paired_data, id=None) + + def test_line_style_kwargs_accepted(self, paired_data): + fig, ax = plt.subplots() + paired_raincloud( + x="condition", + y="score", + data=paired_data, + id="subject", + order=["pre", "post"], + orient="h", + line_color="steelblue", + line_alpha=0.6, + line_width=1.0, + ax=ax, + ) + plt.close(fig) # success = no exception + + def test_forwards_kwargs_to_raincloud(self, paired_data): + """Styling kwargs (e.g. move, point_size) pass through to RainCloud.""" + fig, ax = plt.subplots() + paired_raincloud( + x="condition", + y="score", + data=paired_data, + id="subject", + order=["pre", "post"], + orient="h", + move=0.2, + point_size=4, + ax=ax, + ) + assert len(ax.lines) >= paired_data["subject"].nunique() + plt.close(fig) diff --git a/tutorial_python/tutorial_repeated_measures.ipynb b/tutorial_python/tutorial_repeated_measures.ipynb new file mode 100644 index 0000000..ac3b729 --- /dev/null +++ b/tutorial_python/tutorial_repeated_measures.ipynb @@ -0,0 +1,75 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "00777b0f", + "metadata": {}, + "source": "# Repeated-measures rainclouds on the AnxietyPaper data\n\nThis section demonstrates `paired_raincloud`, the dedicated function for paired /\nwithin-subject data. It is self-contained: it loads the Bristol AnxietyPaper sheet\n(the same dataset used elsewhere in this tutorial) and melts it to long form." + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0121c603", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "\n", + "# Same source + melt used elsewhere in the tutorial\n", + "df = pd.read_csv(\n", + " \"https://data.bris.ac.uk/datasets/112g2vkxomjoo1l26vjmvnlexj/\"\n", + " \"2016.08.14_AnxietyPaper_Data%20Sheet.csv\",\n", + " sep=\",\",\n", + ")\n", + "ddf = pd.melt(\n", + " df,\n", + " id_vars=[\"Participant\"],\n", + " value_vars=[\"AngerUH\", \"DisgustUH\", \"FearUH\", \"HappyUH\"],\n", + " var_name=\"EmotionCondition\",\n", + " value_name=\"Sensitivity\",\n", + ")\n", + "ddf.head()" + ] + }, + { + "cell_type": "markdown", + "id": "6f0cbba5", + "metadata": {}, + "source": "## Connecting paired observations\n\nEvery `Participant` appears across all four emotion conditions, so this is\nrepeated-measures data. `paired_raincloud` draws a line through each\nparticipant's points, making within-subject change visible across conditions.\nIt takes the same arguments as `RainCloud`, plus an `id` column." + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8a5ee660", + "metadata": {}, + "outputs": [], + "source": "import matplotlib.pyplot as plt\n\nimport ptitprince as pt\n\norder = [\"AngerUH\", \"DisgustUH\", \"FearUH\", \"HappyUH\"]\n\nf, ax = plt.subplots(figsize=(9, 5))\npt.paired_raincloud(\n x=\"EmotionCondition\",\n y=\"Sensitivity\",\n data=ddf,\n id=\"Participant\", # <- connect each participant across conditions\n order=order,\n orient=\"h\",\n move=0.2, # shift the rain aside so the lines are readable\n line_alpha=0.25,\n point_size=3,\n ax=ax,\n)\nax.set_title(\"Within-participant sensitivity across emotion conditions\")\nplt.show()" + }, + { + "cell_type": "markdown", + "id": "a1dd0666", + "metadata": {}, + "source": "Each thin line is one participant. Compared with the standard raincloud, the\npaired view also shows *how individuals move* between conditions — not just how\nthe group distributions differ. Missing measurements (`NaN`) break that\nparticipant's line. `hue`/`dodge` are not supported by `paired_raincloud` (they\nraise an error, since the point-to-subject mapping is ambiguous with dodged\nsub-groups — use `RainCloud` for those plots)." + }, + { + "cell_type": "code", + "execution_count": null, + "id": "25b866d7", + "metadata": {}, + "outputs": [], + "source": "# Vertical orientation works too:\nf, ax = plt.subplots(figsize=(7, 6))\npt.paired_raincloud(\n x=\"EmotionCondition\",\n y=\"Sensitivity\",\n data=ddf,\n id=\"Participant\",\n order=order,\n orient=\"v\",\n move=0.2,\n line_alpha=0.25,\n point_size=3,\n ax=ax,\n)\nplt.show()" + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "name": "python" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} \ No newline at end of file From 1dccef693b93c4191dedbb2a539efa273c83c6eb Mon Sep 17 00:00:00 2001 From: jc3-test Date: Wed, 17 Jun 2026 07:24:12 +0800 Subject: [PATCH 2/2] Add proof images for paired_raincloud PR description Example renders embedded in the PR write-up: the pre/post paired demo, the AnxietyPaper tutorial data with connecting lines, and a standard RainCloud showing unchanged behaviour. --- figs/repeated_measures/anxiety_paired.png | Bin 0 -> 110792 bytes figs/repeated_measures/paired_example.png | Bin 0 -> 64951 bytes figs/repeated_measures/standard_example.png | Bin 0 -> 38204 bytes 3 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 figs/repeated_measures/anxiety_paired.png create mode 100644 figs/repeated_measures/paired_example.png create mode 100644 figs/repeated_measures/standard_example.png diff --git a/figs/repeated_measures/anxiety_paired.png b/figs/repeated_measures/anxiety_paired.png new file mode 100644 index 0000000000000000000000000000000000000000..6140b5c43340af27a3ff573b3fa9f18b670290e3 GIT binary patch literal 110792 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