Skip to content

Instantly share code, notes, and snippets.

@HeinrichAD
Last active August 26, 2022 06:54
Show Gist options
  • Save HeinrichAD/361a31de49b77069847ce6af18012948 to your computer and use it in GitHub Desktop.
Save HeinrichAD/361a31de49b77069847ce6af18012948 to your computer and use it in GitHub Desktop.
Label Positions in Matplotlib
Display the source blob
Display the rendered blob
Raw
{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "Y7gzfOADQ4FX"
},
"source": [
"# Label Positions in Matplotlib"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "naaLDe98SVg7"
},
"source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/gist/HeinrichAD/361a31de49b77069847ce6af18012948/matplotlib_label_positions.ipynb)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "RudYf1YllV6O"
},
"source": [
"If you want to use `fig.suptitle`, `fig.supxlabel` or `fig.supylabel` the following requirements need to be fulfilled:\n",
"- Python at least version 3.7\n",
"- Matplotlib at least version 3.4"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"id": "QKoguaVRk91u"
},
"outputs": [],
"source": [
"# %pip install -qqq --upgrade matplotlib"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"id": "xZhY7h4kgvuG"
},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"from typing import List, Optional"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "ZCEUXAbIkpLT",
"outputId": "c4447197-3275-4a7e-93e5-f523908381c4"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Python version: 3.7.13\n",
"Matplotlib version: 3.5.3\n"
]
}
],
"source": [
"import matplotlib\n",
"import platform\n",
"\n",
"print(\"Python version:\", platform.python_version())\n",
"print(\"Matplotlib version:\", matplotlib.__version__)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "H17XezmabeFB",
"outputId": "a086ed23-72be-4800-9ea8-b7ea01e7083d"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Requirements for figure sup... methods fulfilled: True\n"
]
}
],
"source": [
"from packaging import version\n",
"\n",
"fig_sup_method_available = (\n",
" version.parse(platform.python_version()) >= version.parse(\"3.7\") and\n",
" version.parse(matplotlib.__version__) >= version.parse(\"3.4\")\n",
")\n",
"print(\"Requirements for figure sup... methods fulfilled:\", fig_sup_method_available)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"id": "fnpBsX5FiLN5"
},
"outputs": [],
"source": [
"def clear_axis(ax: plt.Axes) -> None:\n",
" ax.spines['top'].set_visible(False)\n",
" ax.spines['right'].set_visible(False)\n",
" ax.spines['bottom'].set_visible(False)\n",
" ax.spines['left'].set_visible(False)\n",
" ax.get_xaxis().set_ticks([])\n",
" ax.get_yaxis().set_ticks([])\n",
" # ax.axis('off') # do not remove labels since this is a label test notebook ;)\n",
" ax.patch.set_visible(False)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"id": "y7orwSZ-leNx"
},
"outputs": [],
"source": [
"def clear_axes(axes: List[plt.Axes]) -> None:\n",
" for ax in axes:\n",
" clear_axis(ax)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"id": "sIUhPUkjWS1a"
},
"outputs": [],
"source": [
"def flat_axes(axes) -> List[plt.Axes]:\n",
" axes_flatten = []\n",
" if hasattr(axes, \"ravel\"):\n",
" axes_flatten = axes.ravel().tolist()\n",
" elif isinstance(axes, (list, tuple)):\n",
" for ax in axes:\n",
" axes_flatten += ax.ravel().tolist() if hasattr(ax, \"ravel\") else [ax]\n",
" else:\n",
" axes_flatten = [axes]\n",
" return axes_flatten"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"id": "3vs7VIFqM0WT"
},
"outputs": [],
"source": [
"def suplabel(\n",
" axis: str,\n",
" label: str,\n",
" labelpad: float = 5.,\n",
" opposite_position: bool = False,\n",
" fig: Optional[plt.Figure] = None,\n",
" axes: Optional[plt.Axes] = None,\n",
" **label_kwargs\n",
") -> None:\n",
" \"\"\"\n",
" Add super ylabel or xlabel in the center of multiple axes.\n",
" Similar to matplotlib.suptitle only that an axes range is specifiable.\n",
"\n",
" Args:\n",
" axis (str): \"x\" or \"y\" to specify if the label should be added to the x or y axes.\n",
" label (str): Label text.\n",
" labelpad (float, optional): Additional space between label and axes. Defaults to 5.\n",
" opposite_position (bool, optional): Create the label on the opposite axis position. Defaults to False.\n",
" If `True` y-labels will be added to the right and x-labels to the top.\n",
" fig (Optional[plt.Figure], optional): Plot figure. If None `plt.gcf()` will be used. Defaults to None.\n",
" axes (Optional[plt.Axes], optional): Plot axes. If None `fig.axes` will be used. Defaults to None.\n",
" The text will be added to the center of the axes min and max positions.\n",
" If you have an figure with 4 rows but you want to add a centered y-label between the first and\n",
" second row, you should specify the axes as `axes[:2, 0]`. And for a centered x label for the first\n",
" two columns `axes[-1, :2]`.\n",
" label_kwargs (Dict[str, Any], optional) kwargs for adding the label text. Default is {}.\n",
" By default transform will be set to fig.transFigure, ha and va to \"center\" and\n",
" rotation if y-label to 90 or if x-label to 0.\n",
"\n",
" References:\n",
" - https://stackoverflow.com/a/29107972\n",
" \"\"\"\n",
" if fig is None:\n",
" fig = plt.gcf()\n",
" if axes is None:\n",
" axes = fig.axes\n",
" dpi = fig.dpi\n",
"\n",
" xmin = 1.\n",
" ymin = 1.\n",
" xmax = 0.\n",
" ymax = 0.\n",
" for ax in flat_axes(axes):\n",
" xmin = min(xmin, ax.get_position().xmin)\n",
" ymin = min(ymin, ax.get_position().ymin)\n",
" xmax = max(xmax, ax.get_position().xmax)\n",
" ymax = max(ymax, ax.get_position().ymax)\n",
"\n",
" if axis.lower() == \"y\":\n",
" rotation = 90.\n",
" if not opposite_position:\n",
" x = xmin - float(labelpad) / dpi\n",
" else:\n",
" x = xmax + float(labelpad) / dpi\n",
" y = ymin + (ymax - ymin) / 2.\n",
" elif axis.lower() == \"x\":\n",
" rotation = 0.\n",
" x = xmin + (xmax - xmin) / 2.\n",
" if not opposite_position:\n",
" y = ymin - float(labelpad) / dpi\n",
" else:\n",
" y = ymax + float(labelpad) / dpi\n",
" else:\n",
" raise Exception(\"Unexpected axis: x or y\")\n",
"\n",
" text_kwargs = dict(rotation=rotation, transform=fig.transFigure, ha=\"center\", va=\"center\")\n",
" text_kwargs.update(**label_kwargs)\n",
" plt.text(x, y, label, **text_kwargs)"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"id": "qtXSRh0BYeSl"
},
"outputs": [],
"source": [
"def suptitle(\n",
" label: str,\n",
" labelpad: float = 5.,\n",
" fig: Optional[plt.Figure] = None,\n",
" axes: Optional[plt.Axes] = None,\n",
" **label_kwargs\n",
") -> None:\n",
" label_kwargs[\"fontsize\"] = label_kwargs.pop(\"fontsize\", \"xx-large\")\n",
" suplabel(\"x\", label, labelpad, True, fig, axes, **label_kwargs)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"id": "PJKVTRA3Px-F"
},
"outputs": [],
"source": [
"def supxlabel(\n",
" label: str,\n",
" labelpad: float = 5.,\n",
" opposite_position: bool = False,\n",
" fig: Optional[plt.Figure] = None,\n",
" axes: Optional[plt.Axes] = None,\n",
" **label_kwargs\n",
") -> None:\n",
" suplabel(\"x\", label, labelpad, opposite_position, fig, axes, **label_kwargs)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"id": "wml3Wh8IPzJW"
},
"outputs": [],
"source": [
"def supylabel(\n",
" label: str,\n",
" labelpad: float = 5.,\n",
" opposite_position: bool = False,\n",
" fig: Optional[plt.Figure] = None,\n",
" axes: Optional[plt.Axes] = None,\n",
" **label_kwargs\n",
") -> None:\n",
" suplabel(\"y\", label, labelpad, opposite_position, fig, axes, **label_kwargs)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "p-MGOkrnSU3H"
},
"source": [
"## Example"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"id": "30nWJmHjQa53"
},
"outputs": [],
"source": [
"img = np.arange(100).reshape(10, 10)"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 1000
},
"id": "1f181JpXM2fN",
"outputId": "8f91bc30-19fc-41ea-d8d7-74e808453911"
},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 1200x1200 with 32 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"rows = 4\n",
"cols = 4\n",
"factor = 3.\n",
"\n",
"fig = plt.figure(figsize=(cols*factor, rows*factor))\n",
"gs = dict(wspace=0.4, hspace=0.4)\n",
"axes = fig.subplots(ncols=cols, nrows=rows, gridspec_kw=gs, squeeze=False)\n",
"clear_axes(axes.flat)\n",
"\n",
"for row in range(rows):\n",
" for col in range(cols):\n",
" axes[row][col].imshow(img)\n",
" axes[row][col].set_title(f\"axes[{row},{col}].set_title\")\n",
" axes[row][col].set_xlabel(f\"axes[{row},{col}].set_xlabel\")\n",
" axes[row][col].set_ylabel(f\"axes[{row},{col}].set_ylabel\")\n",
"\n",
" ax = axes[row][col].twinx()\n",
" clear_axis(ax)\n",
" ax.set_ylabel(f\"axes[{row},{col}].twinx().set_ylabel\")\n",
"\n",
"if fig_sup_method_available:\n",
" fig.suptitle(\"fig.suptitle\")\n",
" fig.supxlabel(\"fig.supxlabel\")\n",
" fig.supylabel(\"fig.supylabel\")\n",
"\n",
"suptitle(\"suptitle\", labelpad=7)\n",
"\n",
"suplabel(\"y\", \"suplabel('y')\", labelpad=7)\n",
"suplabel(\"y\", \"suplabel('y', axes[:2, 0])\", axes=axes[:2, 0], labelpad=4)\n",
"supylabel(\"suplabel('y', axes[2:4, 0])\", axes=axes[2:4, 0], labelpad=4)\n",
"\n",
"suplabel(\"y\", \"suplabel('y', opposite_position)\", opposite_position=True, labelpad=7)\n",
"suplabel(\"y\", \"suplabel('y', axes[:2, -1], opposite_position)\", opposite_position=True, axes=axes[:2, -1], labelpad=4)\n",
"supylabel(\"suplabel('y', axes[2:4, -1], opposite_position)\", opposite_position=True, axes=axes[2:4, -1], labelpad=4)\n",
"\n",
"suplabel(\"x\", \"suplabel('x')\", labelpad=7)\n",
"suplabel(\"x\", \"suplabel('x', axes[-1, :2])\", axes=axes[-1, :2], labelpad=4)\n",
"supxlabel(\"suplabel('x', axes[-1, 2:4])\", axes=axes[-1, 2:4], labelpad=4)\n",
"\n",
"suplabel(\"x\", \"suplabel('x', opposite_position)\", opposite_position=True, labelpad=5)\n",
"supxlabel(\"suplabel('x', axes[0, :2], opposite_position)\", opposite_position=True, axes=axes[0, :2], labelpad=3)\n",
"supxlabel(\"suplabel('x', axes[0, 2:4], opposite_position)\", opposite_position=True, axes=axes[0, 2:4], labelpad=3)\n",
"\n",
"plt.show()"
]
}
],
"metadata": {
"colab": {
"collapsed_sections": [],
"name": "matplotlib_label_positions.ipynb",
"provenance": []
},
"kernelspec": {
"display_name": "Python 3.7.13 ('.venv': venv)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.13"
},
"vscode": {
"interpreter": {
"hash": "230cd2c2e7afdb834fcfb2b8d3927e3cdb04185b4c3766a44627a834dd4d2413"
}
}
},
"nbformat": 4,
"nbformat_minor": 0
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment