PyPlotでsavefigでepsファイルを作成

How to create eps files by PyPlot.ipynb

{
  "cells": [
    {
      "metadata": {},
      "cell_type": "markdown",
      "source": "# PyPlotでsavefigでepsファイルを作成"
    },
    {
      "metadata": {
        "trusted": true
      },
      "cell_type": "code",
      "source": "using PyPlot\nx = linspace(-2π, 2π, 200)\nfigure(figsize=(6,4.2))\nplot(x, sin.(x))\ngrid(ls=\":\")\nsavefig(\"sin.eps\")",
      "execution_count": 1,
      "outputs": [
        {
          "data": {
            "image/png": 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",
            "text/plain": "PyPlot.Figure(PyObject <matplotlib.figure.Figure object at 0x00000000290CADD8>)"
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ]
    },
    {
      "metadata": {},
      "cell_type": "markdown",
      "source": "これでフォルダを確認すると `sin.eps` が作成されている。"
    },
    {
      "metadata": {},
      "cell_type": "markdown",
      "source": "次のセルは上のセルを実行する前に実行すること。Jupyter notebook を使っているならば、カーネルをリスタートしてから実行すること。実行結果は上と同じ。PyPlotパッケージの他のパッケージとの相性が悪い場合には以下のようにしなければいけない。しかし、Python使いにはこちらの方が見慣れた感覚かもしれない。"
    },
    {
      "metadata": {
        "trusted": true
      },
      "cell_type": "code",
      "source": "import PyPlot; plt = PyPlot\nx = linspace(-2π, 2π, 200)\nplt.figure(figsize=(6,4.2))\nplt.plot(x, sin.(x))\nplt.grid(ls=\":\")\nplt.savefig(\"sin.eps\")",
      "execution_count": 1,
      "outputs": [
        {
          "data": {
            "image/png": 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",
            "text/plain": "PyPlot.Figure(PyObject <matplotlib.figure.Figure object at 0x000000002909AD68>)"
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ]
    },
    {
      "metadata": {},
      "cell_type": "markdown",
      "source": "# SVGファイルを出力して表示\n\n\n以下もカーネルリスタートしてから実行する方がよい。\n\n以下の方法を使うとSVGファイルで出力してそれを表示することもできる。同様の方法は他のフォーマットのファイルにも使用できる。"
    },
    {
      "metadata": {
        "trusted": true
      },
      "cell_type": "code",
      "source": "using PyPlot\nx = linspace(-2π, 2π, 200)\nfigure(figsize=(6,4.2))\nplot(x, sin.(x))\ngrid(ls=\":\")\nsavefig(\"sin.svg\")",
      "execution_count": 1,
      "outputs": [
        {
          "data": {
            "image/png": 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",
            "text/plain": "PyPlot.Figure(PyObject <matplotlib.figure.Figure object at 0x00000000290CADD8>)"
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ]
    },
    {
      "metadata": {
        "trusted": true
      },
      "cell_type": "code",
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    {
      "metadata": {},
      "cell_type": "markdown",
      "source": "# savefig(\"file.pgf\")\n\n```LaTeX\n\\documentclass[dvipdfmx,a4paper]{jarticle}\n\\usepackage{pgf}\n\\begin{document}\n図\\ref{fig:sin}は Julia 言語の PyPlot パッケージを使って作成した図である.\n\\begin{figure}\n  \\centering\n  \\input{sin.pgf}\n  \\caption{正弦函数\\label{fig:sin}}\n\\end{figure}\n\\end{document}\n```"
    },
    {
      "metadata": {
        "trusted": true
      },
      "cell_type": "code",
      "source": "using PyPlot\nx = linspace(-2π, 2π, 200)\nfigure(figsize=(4,2.8))\nplot(x, sin.(x))\ngrid(ls=\":\")\nsavefig(\"sin.pgf\", bbox_inches=\"tight\", pad_inches=0)",
      "execution_count": 1,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": "PyPlot.Figure(PyObject <matplotlib.figure.Figure object at 0x000000002DA70D30>)",
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"
          },
          "metadata": {}
        }
      ]
    },
    {
      "metadata": {
        "trusted": true,
        "collapsed": true
      },
      "cell_type": "code",
      "source": "",
      "execution_count": null,
      "outputs": []
    }
  ],
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    "_draft": {
      "nbviewer_url": "https://gist.github.com/08733f40b1b920fb029fd10eea17ce84"
    },
    "gist": {
      "id": "08733f40b1b920fb029fd10eea17ce84",
      "data": {
        "description": "PyPlotでsavefigでepsファイルを作成",
        "public": true
      }
    },
    "kernelspec": {
      "name": "julia-0.6",
      "display_name": "Julia 0.6.2",
      "language": "julia"
    },
    "language_info": {
      "file_extension": ".jl",
      "name": "julia",
      "mimetype": "application/julia",
      "version": "0.6.2"
    },
    "toc": {
      "threshold": 4,
      "number_sections": true,
      "toc_cell": false,
      "toc_window_display": false,
      "toc_section_display": "block",
      "sideBar": true,
      "navigate_menu": true,
      "moveMenuLeft": true,
      "widenNotebook": false,
      "colors": {
        "hover_highlight": "#DAA520",
        "selected_highlight": "#FFD700",
        "running_highlight": "#FF0000",
        "wrapper_background": "#FFFFFF",
        "sidebar_border": "#EEEEEE",
        "navigate_text": "#333333",
        "navigate_num": "#000000"
      },
      "nav_menu": {
        "height": "12px",
        "width": "252px"
      }
    }
  },
  "nbformat": 4,
  "nbformat_minor": 2
}