From 1f2cf0161e46b6c748236ce35ab71226fc8b1294 Mon Sep 17 00:00:00 2001 From: SomeBottle <12976469+SomeBottle@users.noreply.github.com> Date: Sat, 23 Nov 2024 17:12:35 +0800 Subject: [PATCH] Move category and update README --- .../Notebooks/custom_matplotlib_fonts.ipynb | 467 ++++++++++++++++++ {Doodle => Python}/matplotlibWithCJKChars.md | 0 README.md | 1 + 3 files changed, 468 insertions(+) create mode 100644 Python/Notebooks/custom_matplotlib_fonts.ipynb rename {Doodle => Python}/matplotlibWithCJKChars.md (100%) diff --git a/Python/Notebooks/custom_matplotlib_fonts.ipynb b/Python/Notebooks/custom_matplotlib_fonts.ipynb new file mode 100644 index 0000000..4969cf0 --- /dev/null +++ b/Python/Notebooks/custom_matplotlib_fonts.ipynb @@ -0,0 +1,467 @@ +{ + "nbformat": 4, + "nbformat_minor": 0, + "metadata": { + "colab": { + "provenance": [] + }, + "kernelspec": { + "name": "python3", + "display_name": "Python 3" + }, + "language_info": { + "name": "python" + } + }, + "cells": [ + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "4OGBaLAAdzrL", + "outputId": "6a3ec4fe-a755-49d7-d361-405e8bee37e2" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Requirement already satisfied: matplotlib in /usr/local/lib/python3.10/dist-packages (3.8.0)\n", + "Requirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (1.3.1)\n", + "Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (0.12.1)\n", + "Requirement already satisfied: fonttools>=4.22.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (4.55.0)\n", + "Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (1.4.7)\n", + "Requirement already satisfied: numpy<2,>=1.21 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (1.26.4)\n", + "Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (24.2)\n", + "Requirement already satisfied: pillow>=6.2.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (11.0.0)\n", + "Requirement already satisfied: pyparsing>=2.3.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (3.2.0)\n", + "Requirement already satisfied: python-dateutil>=2.7 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (2.8.2)\n", + "Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.10/dist-packages (from python-dateutil>=2.7->matplotlib) (1.16.0)\n", + "--2024-11-23 05:04:40-- https://github.com/adobe-fonts/source-han-serif/releases/download/2.003R/14_SourceHanSerifCN.zip\n", + "Resolving github.com (github.com)... 140.82.114.4\n", + "Connecting to github.com (github.com)|140.82.114.4|:443... connected.\n", + "HTTP request sent, awaiting response... 302 Found\n", + "Location: https://objects.githubusercontent.com/github-production-release-asset-2e65be/84254035/4491f403-2f55-4d9a-9132-f2f9fa37c976?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=releaseassetproduction%2F20241123%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20241123T050440Z&X-Amz-Expires=300&X-Amz-Signature=14774f97348eb7f93ba136f2986fa4358d53d8f21c25734c87bd7803bd2420c3&X-Amz-SignedHeaders=host&response-content-disposition=attachment%3B%20filename%3D14_SourceHanSerifCN.zip&response-content-type=application%2Foctet-stream [following]\n", + "--2024-11-23 05:04:40-- https://objects.githubusercontent.com/github-production-release-asset-2e65be/84254035/4491f403-2f55-4d9a-9132-f2f9fa37c976?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=releaseassetproduction%2F20241123%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20241123T050440Z&X-Amz-Expires=300&X-Amz-Signature=14774f97348eb7f93ba136f2986fa4358d53d8f21c25734c87bd7803bd2420c3&X-Amz-SignedHeaders=host&response-content-disposition=attachment%3B%20filename%3D14_SourceHanSerifCN.zip&response-content-type=application%2Foctet-stream\n", + "Resolving objects.githubusercontent.com (objects.githubusercontent.com)... 185.199.108.133, 185.199.109.133, 185.199.110.133, ...\n", + "Connecting to objects.githubusercontent.com (objects.githubusercontent.com)|185.199.108.133|:443... connected.\n", + "HTTP request sent, awaiting response... 200 OK\n", + "Length: 68961106 (66M) [application/octet-stream]\n", + "Saving to: ‘fonts.zip’\n", + "\n", + "fonts.zip 100%[===================>] 65.77M 201MB/s in 0.3s \n", + "\n", + "2024-11-23 05:04:40 (201 MB/s) - ‘fonts.zip’ saved [68961106/68961106]\n", + "\n", + "Archive: fonts.zip\n", + " inflating: SubsetOTF/CN/SourceHanSerifCN-Bold.otf \n", + " inflating: SubsetOTF/CN/SourceHanSerifCN-Light.otf \n", + " inflating: SubsetOTF/CN/SourceHanSerifCN-Medium.otf \n", + " inflating: SubsetOTF/CN/SourceHanSerifCN-Heavy.otf \n", + " inflating: SubsetOTF/CN/SourceHanSerifCN-SemiBold.otf \n", + " inflating: SubsetOTF/CN/SourceHanSerifCN-Regular.otf \n", + " inflating: SubsetOTF/CN/SourceHanSerifCN-ExtraLight.otf \n", + " inflating: LICENSE.txt \n", + "cp: './SourceHanSerifCN-Regular.otf' and './SourceHanSerifCN-Regular.otf' are the same file\n" + ] + } + ], + "source": [ + "!pip install matplotlib\n", + "!wget https://github.com/adobe-fonts/source-han-serif/releases/download/2.003R/14_SourceHanSerifCN.zip -O fonts.zip && unzip -o fonts.zip && rm -f fonts.zip && find . -name '*Regular.otf' -exec cp {} . \\;" + ] + }, + { + "cell_type": "markdown", + "source": [ + "# 配置自定义字体\n" + ], + "metadata": { + "id": "KHtAzML3-I2z" + } + }, + { + "cell_type": "code", + "source": [ + "import matplotlib\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib.font_manager as fm\n", + "\n", + "matplotlib.__version__" + ], + "metadata": { + "id": "tX8NTaWeh-Lg", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 35 + }, + "outputId": "f27df9c8-54bd-49a3-bff8-cd706dae618e" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "'3.8.0'" + ], + "application/vnd.google.colaboratory.intrinsic+json": { + "type": "string" + } + }, + "metadata": {}, + "execution_count": 2 + } + ] + }, + { + "cell_type": "code", + "source": [ + "FONT_PATH = './SourceHanSerifCN-Regular.otf'" + ], + "metadata": { + "id": "uckwgz3YiBNz" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "# 利用 fontManager 的方法添加字体\n", + "fm.fontManager.addfont(FONT_PATH)\n", + "# 获得字体属性对象\n", + "font_props=fm.FontProperties(fname=FONT_PATH)" + ], + "metadata": { + "id": "_NU7gIVpiiTO" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "font_name=font_props.get_name()\n", + "font_family=font_props.get_family()\n", + "font_name,font_family" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "dSpWQcFQj1HY", + "outputId": "dc1f6bd3-d41d-463d-82e3-f70b0109726d" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "('Source Han Serif CN', ['sans-serif'])" + ] + }, + "metadata": {}, + "execution_count": 5 + } + ] + }, + { + "cell_type": "code", + "source": [ + "# 优先使用自定义的字体,不满足的则 fallback 到 sans-serif\n", + "plt.rcParams['font.family']=[font_name, 'sans-serif']" + ], + "metadata": { + "id": "KjQRxt23iPyM" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "source": [ + "# 测试绘制带数学公式和中文字符的图像" + ], + "metadata": { + "id": "xblJizxe-Q5s" + } + }, + { + "cell_type": "code", + "source": [ + "import numpy as np" + ], + "metadata": { + "id": "8jTkYNx3kL-q" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "x=np.linspace(0,10,num=1000)\n", + "y=np.sin(-(x**2))" + ], + "metadata": { + "id": "thZMtIyb0ND4" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "plt.rcParams['font.family']=[font_name, 'sans-serif']\n", + "# 还可以单独设置数学公式字体,这里用 matplotlib 默认的字体\n", + "plt.rcParams[\"mathtext.fontset\"]='cm'" + ], + "metadata": { + "id": "pyBM8veVyvfV" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "plt.xlabel('x')\n", + "plt.ylabel(r'$sin(-x^2)$')\n", + "plt.title('$-x^2$ 的正弦函数')\n", + "plt.grid()\n", + "plt.plot(x,y)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 495 + }, + "id": "aGHkan4903p_", + "outputId": "850d5e60-77a9-4571-f8eb-b8b4e681279a" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "[]" + ] + }, + "metadata": {}, + "execution_count": 9 + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
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\n" + }, + "metadata": {} + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "# 英文字符和中文字符采用不同的字体" + ], + "metadata": { + "id": "gONex-P6-Vz_" + } + }, + { + "cell_type": "code", + "source": [ + "# 英文字符用 Monospace,中文字符用自定义字体\n", + "plt.rcParams['font.family']=['monospace', font_name, 'sans-serif']" + ], + "metadata": { + "id": "Imw2sVhe-HgT" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "y=np.sin(x)" + ], + "metadata": { + "id": "01cRGbfU_RQ2" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "plt.xlabel('x')\n", + "plt.ylabel(r'sin(x)')\n", + "plt.title('正弦函数 Sine Function')\n", + "plt.grid()\n", + "plt.plot(x,y)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 489 + }, + "id": "Qf9YxqrT-tjT", + "outputId": "2db5097b-b5de-4418-acd0-43ee002011aa" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "[]" + ] + }, + "metadata": {}, + "execution_count": 12 + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/png": 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\n" + }, + "metadata": {} + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "# 带数学公式\n", + "\n", + "❗ 注意,有数学公式的时候,字体 Fallback 会有 BUG,目前我已经提了 issue,可能在 `Matplotlib v3.11.0` 中被修复。 \n", + "\n", + "* https://github.com/matplotlib/matplotlib/issues/29173 " + ], + "metadata": { + "id": "xfyOIb_s_p0O" + } + }, + { + "cell_type": "code", + "source": [ + "# 英文字符用 Monospace,中文字符用自定义字体\n", + "plt.xlabel('x')\n", + "plt.ylabel(r'sin(x)')\n", + "plt.title(r'正弦函数 Sine Function : '+r'$sin(x)$')\n", + "plt.grid()\n", + "plt.plot(x,y)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 630 + }, + "id": "eyiX2gcW_pMW", + "outputId": "82a82cb0-01ae-4c16-852b-65af68b57ca9" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "[]" + ] + }, + "metadata": {}, + "execution_count": 13 + }, + { + "output_type": "stream", + "name": "stderr", + "text": [ + "WARNING:matplotlib.mathtext:Font 'default' does not have a glyph for '\\u6b63' [U+6b63], substituting with a dummy symbol.\n", + "WARNING:matplotlib.mathtext:Font 'default' does not have a glyph for '\\u5f26' [U+5f26], substituting with a dummy symbol.\n", + "WARNING:matplotlib.mathtext:Font 'default' does not have a glyph for '\\u51fd' [U+51fd], substituting with a dummy symbol.\n", + "WARNING:matplotlib.mathtext:Font 'default' does not have a glyph for '\\u6570' [U+6570], substituting with a dummy symbol.\n", + "WARNING:matplotlib.mathtext:Font 'default' does not have a glyph for '\\u6b63' [U+6b63], substituting with a dummy symbol.\n", + "WARNING:matplotlib.mathtext:Font 'default' does not have a glyph for '\\u5f26' [U+5f26], substituting with a dummy symbol.\n", + "WARNING:matplotlib.mathtext:Font 'default' does not have a glyph for '\\u51fd' [U+51fd], substituting with a dummy symbol.\n", + "WARNING:matplotlib.mathtext:Font 'default' does not have a glyph for '\\u6570' [U+6570], substituting with a dummy symbol.\n" + ] + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/png": 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\n" + }, + "metadata": {} + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "可以发现,当我把自定义字体放在**首位**时,就能正常渲染了,这也说明确实是字体 Fallback 的问题。" + ], + "metadata": { + "id": "1oYZcVn5XBV5" + } + }, + { + "cell_type": "code", + "source": [ + "plt.rcParams['font.family']=[font_name, 'sans-serif']\n", + "# 还可以单独设置数学公式字体,这里用 matplotlib 默认的字体\n", + "plt.rcParams[\"mathtext.fontset\"]='cm'\n", + "plt.xlabel('x')\n", + "plt.ylabel(r'sin(x)')\n", + "plt.title(r'正弦函数 Sine Function : '+r'$sin(x)$')\n", + "plt.grid()\n", + "plt.plot(x,y)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 495 + }, + "id": "RuhysxEzVpwE", + "outputId": "b441ac5d-cc05-432f-ad94-ada2c12f3b08" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "[]" + ] + }, + "metadata": {}, + "execution_count": 10 + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/png": 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\n" + }, + "metadata": {} + } + ] + } + ] +} \ No newline at end of file diff --git a/Doodle/matplotlibWithCJKChars.md b/Python/matplotlibWithCJKChars.md similarity index 100% rename from Doodle/matplotlibWithCJKChars.md rename to Python/matplotlibWithCJKChars.md diff --git a/README.md b/README.md index 0d40d8b..a552943 100644 --- a/README.md +++ b/README.md @@ -32,6 +32,7 @@ The notes here will be synchronized with my [blog](https://somebottle.cnblogs.co 19. [【斩虫】Hadoop中作业执行刚开始就挂掉的两种情况](SlayBugs/HadoopJobContainerLaunchIssues.md) 20. [【小记】探探学习平台的字体混淆](ReverseEngineering/FontObfuscationOfLearningPlatforms.md) 21. [【题解笔记】LeetCode 134. Gas Station](./Algo/GasStation.md) +22. [【小记】 Matplotlib 中设置自定义中文字体的正确姿势](./Python/matplotlibWithCJKChars.md) ## Doodle