{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 第7章 Bokehを使いこなそう\n",
    "\n",
    "### 7-1: さまざまな図形の描画"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
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       "\n",
       "    <div class=\"bk-root\">\n",
       "        <a href=\"http://bokeh.pydata.org\" target=\"_blank\" class=\"bk-logo bk-logo-small bk-logo-notebook\"></a>\n",
       "        <span id=\"5f266e9f-5d8d-47cd-849b-6e12196f1ee4\">Loading BokehJS ...</span>\n",
       "    </div>"
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     "output_type": "display_data"
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       "\n",
       "(function(global) {\n",
       "  function now() {\n",
       "    return new Date();\n",
       "  }\n",
       "\n",
       "  var force = true;\n",
       "\n",
       "  if (typeof (window._bokeh_onload_callbacks) === \"undefined\" || force === true) {\n",
       "    window._bokeh_onload_callbacks = [];\n",
       "    window._bokeh_is_loading = undefined;\n",
       "  }\n",
       "\n",
       "\n",
       "  \n",
       "  if (typeof (window._bokeh_timeout) === \"undefined\" || force === true) {\n",
       "    window._bokeh_timeout = Date.now() + 5000;\n",
       "    window._bokeh_failed_load = false;\n",
       "  }\n",
       "\n",
       "  var NB_LOAD_WARNING = {'data': {'text/html':\n",
       "     \"<div style='background-color: #fdd'>\\n\"+\n",
       "     \"<p>\\n\"+\n",
       "     \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n",
       "     \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n",
       "     \"</p>\\n\"+\n",
       "     \"<ul>\\n\"+\n",
       "     \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n",
       "     \"<li>use INLINE resources instead, as so:</li>\\n\"+\n",
       "     \"</ul>\\n\"+\n",
       "     \"<code>\\n\"+\n",
       "     \"from bokeh.resources import INLINE\\n\"+\n",
       "     \"output_notebook(resources=INLINE)\\n\"+\n",
       "     \"</code>\\n\"+\n",
       "     \"</div>\"}};\n",
       "\n",
       "  function display_loaded() {\n",
       "    if (window.Bokeh !== undefined) {\n",
       "      var el = document.getElementById(\"5f266e9f-5d8d-47cd-849b-6e12196f1ee4\");\n",
       "      el.textContent = \"BokehJS \" + Bokeh.version + \" successfully loaded.\";\n",
       "    } else if (Date.now() < window._bokeh_timeout) {\n",
       "      setTimeout(display_loaded, 100)\n",
       "    }\n",
       "  }\n",
       "\n",
       "  function run_callbacks() {\n",
       "    window._bokeh_onload_callbacks.forEach(function(callback) { callback() });\n",
       "    delete window._bokeh_onload_callbacks\n",
       "    console.info(\"Bokeh: all callbacks have finished\");\n",
       "  }\n",
       "\n",
       "  function load_libs(js_urls, callback) {\n",
       "    window._bokeh_onload_callbacks.push(callback);\n",
       "    if (window._bokeh_is_loading > 0) {\n",
       "      console.log(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
       "      return null;\n",
       "    }\n",
       "    if (js_urls == null || js_urls.length === 0) {\n",
       "      run_callbacks();\n",
       "      return null;\n",
       "    }\n",
       "    console.log(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
       "    window._bokeh_is_loading = js_urls.length;\n",
       "    for (var i = 0; i < js_urls.length; i++) {\n",
       "      var url = js_urls[i];\n",
       "      var s = document.createElement('script');\n",
       "      s.src = url;\n",
       "      s.async = false;\n",
       "      s.onreadystatechange = s.onload = function() {\n",
       "        window._bokeh_is_loading--;\n",
       "        if (window._bokeh_is_loading === 0) {\n",
       "          console.log(\"Bokeh: all BokehJS libraries loaded\");\n",
       "          run_callbacks()\n",
       "        }\n",
       "      };\n",
       "      s.onerror = function() {\n",
       "        console.warn(\"failed to load library \" + url);\n",
       "      };\n",
       "      console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "      document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "    }\n",
       "  };var element = document.getElementById(\"5f266e9f-5d8d-47cd-849b-6e12196f1ee4\");\n",
       "  if (element == null) {\n",
       "    console.log(\"Bokeh: ERROR: autoload.js configured with elementid '5f266e9f-5d8d-47cd-849b-6e12196f1ee4' but no matching script tag was found. \")\n",
       "    return false;\n",
       "  }\n",
       "\n",
       "  var js_urls = [\"https://cdn.pydata.org/bokeh/release/bokeh-0.12.5.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.5.min.js\"];\n",
       "\n",
       "  var inline_js = [\n",
       "    function(Bokeh) {\n",
       "      Bokeh.set_log_level(\"info\");\n",
       "    },\n",
       "    \n",
       "    function(Bokeh) {\n",
       "      \n",
       "    },\n",
       "    \n",
       "    function(Bokeh) {\n",
       "      \n",
       "      document.getElementById(\"5f266e9f-5d8d-47cd-849b-6e12196f1ee4\").textContent = \"BokehJS is loading...\";\n",
       "\n",
       "    },\n",
       "    function(Bokeh) {\n",
       "      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-0.12.5.min.css\");\n",
       "      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-0.12.5.min.css\");\n",
       "      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.5.min.css\");\n",
       "      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.5.min.css\");\n",
       "    }\n",
       "  ];\n",
       "\n",
       "  function run_inline_js() {\n",
       "    \n",
       "    if ((window.Bokeh !== undefined) || (force === true)) {\n",
       "      for (var i = 0; i < inline_js.length; i++) {\n",
       "        inline_js[i](window.Bokeh);\n",
       "      }if (force === true) {\n",
       "        display_loaded();\n",
       "      }} else if (Date.now() < window._bokeh_timeout) {\n",
       "      setTimeout(run_inline_js, 100);\n",
       "    } else if (!window._bokeh_failed_load) {\n",
       "      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
       "      window._bokeh_failed_load = true;\n",
       "    } else if (force !== true) {\n",
       "      var cell = $(document.getElementById(\"5f266e9f-5d8d-47cd-849b-6e12196f1ee4\")).parents('.cell').data().cell;\n",
       "      cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
       "    }\n",
       "\n",
       "  }\n",
       "\n",
       "  if (window._bokeh_is_loading === 0) {\n",
       "    console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
       "    run_inline_js();\n",
       "  } else {\n",
       "    load_libs(js_urls, function() {\n",
       "      console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n",
       "      run_inline_js();\n",
       "    });\n",
       "  }\n",
       "}(this));"
      ]
     },
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     "output_type": "display_data"
    },
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       "\n",
       "\n",
       "    <div class=\"bk-root\">\n",
       "        <div class=\"bk-plotdiv\" id=\"771510b3-a940-4281-a95c-77cdcf4ce208\"></div>\n",
       "    </div>\n",
       "<script type=\"text/javascript\">\n",
       "  \n",
       "  (function(global) {\n",
       "    function now() {\n",
       "      return new Date();\n",
       "    }\n",
       "\n",
       "    var force = false;\n",
       "\n",
       "    if (typeof (window._bokeh_onload_callbacks) === \"undefined\" || force === true) {\n",
       "      window._bokeh_onload_callbacks = [];\n",
       "      window._bokeh_is_loading = undefined;\n",
       "    }\n",
       "\n",
       "\n",
       "    \n",
       "    if (typeof (window._bokeh_timeout) === \"undefined\" || force === true) {\n",
       "      window._bokeh_timeout = Date.now() + 0;\n",
       "      window._bokeh_failed_load = false;\n",
       "    }\n",
       "\n",
       "    var NB_LOAD_WARNING = {'data': {'text/html':\n",
       "       \"<div style='background-color: #fdd'>\\n\"+\n",
       "       \"<p>\\n\"+\n",
       "       \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n",
       "       \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n",
       "       \"</p>\\n\"+\n",
       "       \"<ul>\\n\"+\n",
       "       \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n",
       "       \"<li>use INLINE resources instead, as so:</li>\\n\"+\n",
       "       \"</ul>\\n\"+\n",
       "       \"<code>\\n\"+\n",
       "       \"from bokeh.resources import INLINE\\n\"+\n",
       "       \"output_notebook(resources=INLINE)\\n\"+\n",
       "       \"</code>\\n\"+\n",
       "       \"</div>\"}};\n",
       "\n",
       "    function display_loaded() {\n",
       "      if (window.Bokeh !== undefined) {\n",
       "        var el = document.getElementById(\"771510b3-a940-4281-a95c-77cdcf4ce208\");\n",
       "        el.textContent = \"BokehJS \" + Bokeh.version + \" successfully loaded.\";\n",
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       "        setTimeout(display_loaded, 100)\n",
       "      }\n",
       "    }\n",
       "\n",
       "    function run_callbacks() {\n",
       "      window._bokeh_onload_callbacks.forEach(function(callback) { callback() });\n",
       "      delete window._bokeh_onload_callbacks\n",
       "      console.info(\"Bokeh: all callbacks have finished\");\n",
       "    }\n",
       "\n",
       "    function load_libs(js_urls, callback) {\n",
       "      window._bokeh_onload_callbacks.push(callback);\n",
       "      if (window._bokeh_is_loading > 0) {\n",
       "        console.log(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
       "        return null;\n",
       "      }\n",
       "      if (js_urls == null || js_urls.length === 0) {\n",
       "        run_callbacks();\n",
       "        return null;\n",
       "      }\n",
       "      console.log(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
       "      window._bokeh_is_loading = js_urls.length;\n",
       "      for (var i = 0; i < js_urls.length; i++) {\n",
       "        var url = js_urls[i];\n",
       "        var s = document.createElement('script');\n",
       "        s.src = url;\n",
       "        s.async = false;\n",
       "        s.onreadystatechange = s.onload = function() {\n",
       "          window._bokeh_is_loading--;\n",
       "          if (window._bokeh_is_loading === 0) {\n",
       "            console.log(\"Bokeh: all BokehJS libraries loaded\");\n",
       "            run_callbacks()\n",
       "          }\n",
       "        };\n",
       "        s.onerror = function() {\n",
       "          console.warn(\"failed to load library \" + url);\n",
       "        };\n",
       "        console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "        document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "      }\n",
       "    };var element = document.getElementById(\"771510b3-a940-4281-a95c-77cdcf4ce208\");\n",
       "    if (element == null) {\n",
       "      console.log(\"Bokeh: ERROR: autoload.js configured with elementid '771510b3-a940-4281-a95c-77cdcf4ce208' but no matching script tag was found. \")\n",
       "      return false;\n",
       "    }\n",
       "\n",
       "    var js_urls = [];\n",
       "\n",
       "    var inline_js = [\n",
       "      function(Bokeh) {\n",
       "        (function() {\n",
       "          var fn = function() {\n",
       "            var docs_json = 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Application\",\"version\":\"0.12.5\"}};\n",
       "            var render_items = [{\"docid\":\"ea06d10a-8384-48c4-a3e7-5d70586fa325\",\"elementid\":\"771510b3-a940-4281-a95c-77cdcf4ce208\",\"modelid\":\"eaae16d8-ca06-496d-8233-f85a0f7f198f\"}];\n",
       "            \n",
       "            Bokeh.embed.embed_items(docs_json, render_items);\n",
       "          };\n",
       "          if (document.readyState != \"loading\") fn();\n",
       "          else document.addEventListener(\"DOMContentLoaded\", fn);\n",
       "        })();\n",
       "\n",
       "      },\n",
       "      function(Bokeh) {\n",
       "      }\n",
       "    ];\n",
       "\n",
       "    function run_inline_js() {\n",
       "      \n",
       "      if ((window.Bokeh !== undefined) || (force === true)) {\n",
       "        for (var i = 0; i < inline_js.length; i++) {\n",
       "          inline_js[i](window.Bokeh);\n",
       "        }if (force === true) {\n",
       "          display_loaded();\n",
       "        }} else if (Date.now() < window._bokeh_timeout) {\n",
       "        setTimeout(run_inline_js, 100);\n",
       "      } else if (!window._bokeh_failed_load) {\n",
       "        console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
       "        window._bokeh_failed_load = true;\n",
       "      } else if (force !== true) {\n",
       "        var cell = $(document.getElementById(\"771510b3-a940-4281-a95c-77cdcf4ce208\")).parents('.cell').data().cell;\n",
       "        cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
       "      }\n",
       "\n",
       "    }\n",
       "\n",
       "    if (window._bokeh_is_loading === 0) {\n",
       "      console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
       "      run_inline_js();\n",
       "    } else {\n",
       "      load_libs(js_urls, function() {\n",
       "        console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n",
       "        run_inline_js();\n",
       "      });\n",
       "    }\n",
       "  }(this));\n",
       "</script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# リスト7.1.1：テキストの描画\n",
    "from bokeh.plotting import figure, output_notebook, show\n",
    "\n",
    "output_notebook()\n",
    "p = figure(plot_width=200, plot_height=200, x_range=(0.5, 2.5))\n",
    "p.text([1, 2], [1, 1], text=[\"text1\", \"text2\"])\n",
    "p.x([1, 2], [1, 1], size=10)\n",
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "    <div class=\"bk-root\">\n",
       "        <div class=\"bk-plotdiv\" id=\"e6453b49-1edd-4d17-9a25-d0a292f965bd\"></div>\n",
       "    </div>\n",
       "<script type=\"text/javascript\">\n",
       "  \n",
       "  (function(global) {\n",
       "    function now() {\n",
       "      return new Date();\n",
       "    }\n",
       "\n",
       "    var force = false;\n",
       "\n",
       "    if (typeof (window._bokeh_onload_callbacks) === \"undefined\" || force === true) {\n",
       "      window._bokeh_onload_callbacks = [];\n",
       "      window._bokeh_is_loading = undefined;\n",
       "    }\n",
       "\n",
       "\n",
       "    \n",
       "    if (typeof (window._bokeh_timeout) === \"undefined\" || force === true) {\n",
       "      window._bokeh_timeout = Date.now() + 0;\n",
       "      window._bokeh_failed_load = false;\n",
       "    }\n",
       "\n",
       "    var NB_LOAD_WARNING = {'data': {'text/html':\n",
       "       \"<div style='background-color: #fdd'>\\n\"+\n",
       "       \"<p>\\n\"+\n",
       "       \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n",
       "       \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n",
       "       \"</p>\\n\"+\n",
       "       \"<ul>\\n\"+\n",
       "       \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n",
       "       \"<li>use INLINE resources instead, as so:</li>\\n\"+\n",
       "       \"</ul>\\n\"+\n",
       "       \"<code>\\n\"+\n",
       "       \"from bokeh.resources import INLINE\\n\"+\n",
       "       \"output_notebook(resources=INLINE)\\n\"+\n",
       "       \"</code>\\n\"+\n",
       "       \"</div>\"}};\n",
       "\n",
       "    function display_loaded() {\n",
       "      if (window.Bokeh !== undefined) {\n",
       "        var el = document.getElementById(\"e6453b49-1edd-4d17-9a25-d0a292f965bd\");\n",
       "        el.textContent = \"BokehJS \" + Bokeh.version + \" successfully loaded.\";\n",
       "      } else if (Date.now() < window._bokeh_timeout) {\n",
       "        setTimeout(display_loaded, 100)\n",
       "      }\n",
       "    }\n",
       "\n",
       "    function run_callbacks() {\n",
       "      window._bokeh_onload_callbacks.forEach(function(callback) { callback() });\n",
       "      delete window._bokeh_onload_callbacks\n",
       "      console.info(\"Bokeh: all callbacks have finished\");\n",
       "    }\n",
       "\n",
       "    function load_libs(js_urls, callback) {\n",
       "      window._bokeh_onload_callbacks.push(callback);\n",
       "      if (window._bokeh_is_loading > 0) {\n",
       "        console.log(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
       "        return null;\n",
       "      }\n",
       "      if (js_urls == null || js_urls.length === 0) {\n",
       "        run_callbacks();\n",
       "        return null;\n",
       "      }\n",
       "      console.log(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
       "      window._bokeh_is_loading = js_urls.length;\n",
       "      for (var i = 0; i < js_urls.length; i++) {\n",
       "        var url = js_urls[i];\n",
       "        var s = document.createElement('script');\n",
       "        s.src = url;\n",
       "        s.async = false;\n",
       "        s.onreadystatechange = s.onload = function() {\n",
       "          window._bokeh_is_loading--;\n",
       "          if (window._bokeh_is_loading === 0) {\n",
       "            console.log(\"Bokeh: all BokehJS libraries loaded\");\n",
       "            run_callbacks()\n",
       "          }\n",
       "        };\n",
       "        s.onerror = function() {\n",
       "          console.warn(\"failed to load library \" + url);\n",
       "        };\n",
       "        console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "        document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "      }\n",
       "    };var element = document.getElementById(\"e6453b49-1edd-4d17-9a25-d0a292f965bd\");\n",
       "    if (element == null) {\n",
       "      console.log(\"Bokeh: ERROR: autoload.js configured with elementid 'e6453b49-1edd-4d17-9a25-d0a292f965bd' but no matching script tag was found. \")\n",
       "      return false;\n",
       "    }\n",
       "\n",
       "    var js_urls = [];\n",
       "\n",
       "    var inline_js = [\n",
       "      function(Bokeh) {\n",
       "        (function() {\n",
       "          var fn = function() {\n",
       "            var docs_json = {\"28a2d3f3-46ab-4312-b1ed-d1d75954b228\":{\"roots\":{\"references\":[{\"attributes\":{},\"id\":\"91742715-48c9-421b-b8aa-e38e4a20c2df\",\"type\":\"BasicTicker\"},{\"attributes\":{\"callback\":null},\"id\":\"b2356a17-f46b-4379-8967-ac75086c575d\",\"type\":\"DataRange1d\"},{\"attributes\":{\"plot\":{\"id\":\"7cafc007-31a2-49d4-a139-17541b740a29\",\"subtype\":\"Figure\",\"type\":\"Plot\"}},\"id\":\"f92ed91b-af8f-4da1-8ee6-edc5fc9a823b\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"data_source\":{\"id\":\"d3df6331-12b7-4745-9305-21e3d7d950ee\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"62f7e16a-d9c0-4ded-86fd-1129f8e14b89\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"f4341ad7-1681-484a-b4c9-ddeca90514bc\",\"type\":\"Circle\"},\"selection_glyph\":null},\"id\":\"2e270c4d-d68a-43ed-91ee-1c6e5bf1cf6b\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null},\"id\":\"38001462-63c2-4ef7-98a2-9233d64fcc09\",\"type\":\"DataRange1d\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"f4341ad7-1681-484a-b4c9-ddeca90514bc\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"column_names\":[\"x\",\"y\"],\"data\":{\"x\":[1,2],\"y\":[1,2]}},\"id\":\"d3df6331-12b7-4745-9305-21e3d7d950ee\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"plot\":{\"id\":\"7cafc007-31a2-49d4-a139-17541b740a29\",\"subtype\":\"Figure\",\"type\":\"Plot\"}},\"id\":\"b17dc70e-9b98-40fc-96ad-049432e5c352\",\"type\":\"SaveTool\"},{\"attributes\":{\"below\":[{\"id\":\"b161ee21-44d6-42d2-9ed7-dcb67b3db8aa\",\"type\":\"LinearAxis\"}],\"left\":[{\"id\":\"3a9c4b2d-8c5d-44fe-9a41-71e69664f989\",\"type\":\"LinearAxis\"}],\"plot_height\":200,\"plot_width\":200,\"renderers\":[{\"id\":\"b161ee21-44d6-42d2-9ed7-dcb67b3db8aa\",\"type\":\"LinearAxis\"},{\"id\":\"8da2c57e-1e14-469b-814a-8707833d090c\",\"type\":\"Grid\"},{\"id\":\"3a9c4b2d-8c5d-44fe-9a41-71e69664f989\",\"type\":\"LinearAxis\"},{\"id\":\"8c0f8b33-560c-4f99-9449-fde95025d910\",\"type\":\"Grid\"},{\"id\":\"2e0559e9-89cf-4452-980e-33197a5d52ac\",\"type\":\"BoxAnnotation\"},{\"id\":\"2e270c4d-d68a-43ed-91ee-1c6e5bf1cf6b\",\"type\":\"GlyphRenderer\"}],\"title\":{\"id\":\"69c37ff3-7b66-417a-a7ff-472ae50c7545\",\"type\":\"Title\"},\"tool_events\":{\"id\":\"4b2fc589-403a-4bc3-9e6f-18d200b2beeb\",\"type\":\"ToolEvents\"},\"toolbar\":{\"id\":\"d3ea07e4-28f1-4fba-bc29-2ec9eac7cf07\",\"type\":\"Toolbar\"},\"x_range\":{\"id\":\"38001462-63c2-4ef7-98a2-9233d64fcc09\",\"type\":\"DataRange1d\"},\"y_range\":{\"id\":\"b2356a17-f46b-4379-8967-ac75086c575d\",\"type\":\"DataRange1d\"}},\"id\":\"7cafc007-31a2-49d4-a139-17541b740a29\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"overlay\":{\"id\":\"2e0559e9-89cf-4452-980e-33197a5d52ac\",\"type\":\"BoxAnnotation\"},\"plot\":{\"id\":\"7cafc007-31a2-49d4-a139-17541b740a29\",\"subtype\":\"Figure\",\"type\":\"Plot\"}},\"id\":\"3ddd734f-acca-453d-8321-72d817c12b03\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"plot\":{\"id\":\"7cafc007-31a2-49d4-a139-17541b740a29\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"85a6da28-4bed-49d4-af0b-8968d98eb7d4\",\"type\":\"BasicTicker\"}},\"id\":\"8da2c57e-1e14-469b-814a-8707833d090c\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"7d7d60cf-f0d1-489e-a169-b611dab14236\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"32cbd457-27ab-427d-96f5-3e40c9d96e07\",\"type\":\"PanTool\"},{\"id\":\"f92ed91b-af8f-4da1-8ee6-edc5fc9a823b\",\"type\":\"WheelZoomTool\"},{\"id\":\"3ddd734f-acca-453d-8321-72d817c12b03\",\"type\":\"BoxZoomTool\"},{\"id\":\"b17dc70e-9b98-40fc-96ad-049432e5c352\",\"type\":\"SaveTool\"},{\"id\":\"f9d337ce-3e67-42b6-9961-4c223f2a1501\",\"type\":\"ResetTool\"},{\"id\":\"288dadbf-df84-4484-8151-64aba7fdea44\",\"type\":\"HelpTool\"}]},\"id\":\"d3ea07e4-28f1-4fba-bc29-2ec9eac7cf07\",\"type\":\"Toolbar\"},{\"attributes\":{\"formatter\":{\"id\":\"232e6754-74e9-4b73-860e-19ca244488c7\",\"type\":\"BasicTickFormatter\"},\"plot\":{\"id\":\"7cafc007-31a2-49d4-a139-17541b740a29\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"85a6da28-4bed-49d4-af0b-8968d98eb7d4\",\"type\":\"BasicTicker\"}},\"id\":\"b161ee21-44d6-42d2-9ed7-dcb67b3db8aa\",\"type\":\"LinearAxis\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":{\"value\":0.5},\"fill_color\":{\"value\":\"lightgrey\"},\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":{\"value\":1.0},\"line_color\":{\"value\":\"black\"},\"line_dash\":[4,4],\"line_width\":{\"value\":2},\"plot\":null,\"render_mode\":\"css\",\"right_units\":\"screen\",\"top_units\":\"screen\"},\"id\":\"2e0559e9-89cf-4452-980e-33197a5d52ac\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"85a6da28-4bed-49d4-af0b-8968d98e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       "            var render_items = [{\"docid\":\"28a2d3f3-46ab-4312-b1ed-d1d75954b228\",\"elementid\":\"e6453b49-1edd-4d17-9a25-d0a292f965bd\",\"modelid\":\"7cafc007-31a2-49d4-a139-17541b740a29\"}];\n",
       "            \n",
       "            Bokeh.embed.embed_items(docs_json, render_items);\n",
       "          };\n",
       "          if (document.readyState != \"loading\") fn();\n",
       "          else document.addEventListener(\"DOMContentLoaded\", fn);\n",
       "        })();\n",
       "\n",
       "      },\n",
       "      function(Bokeh) {\n",
       "      }\n",
       "    ];\n",
       "\n",
       "    function run_inline_js() {\n",
       "      \n",
       "      if ((window.Bokeh !== undefined) || (force === true)) {\n",
       "        for (var i = 0; i < inline_js.length; i++) {\n",
       "          inline_js[i](window.Bokeh);\n",
       "        }if (force === true) {\n",
       "          display_loaded();\n",
       "        }} else if (Date.now() < window._bokeh_timeout) {\n",
       "        setTimeout(run_inline_js, 100);\n",
       "      } else if (!window._bokeh_failed_load) {\n",
       "        console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
       "        window._bokeh_failed_load = true;\n",
       "      } else if (force !== true) {\n",
       "        var cell = $(document.getElementById(\"e6453b49-1edd-4d17-9a25-d0a292f965bd\")).parents('.cell').data().cell;\n",
       "        cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
       "      }\n",
       "\n",
       "    }\n",
       "\n",
       "    if (window._bokeh_is_loading === 0) {\n",
       "      console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
       "      run_inline_js();\n",
       "    } else {\n",
       "      load_libs(js_urls, function() {\n",
       "        console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n",
       "        run_inline_js();\n",
       "      });\n",
       "    }\n",
       "  }(this));\n",
       "</script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# リスト7.1.2：circle()メソッドによる円形の描画\n",
    "p = figure(plot_width=200, plot_height=200)\n",
    "p.circle([1, 2], [1, 2])\n",
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "    <div class=\"bk-root\">\n",
       "        <div class=\"bk-plotdiv\" id=\"88191af3-c15d-4b2f-9e66-66896332cc51\"></div>\n",
       "    </div>\n",
       "<script type=\"text/javascript\">\n",
       "  \n",
       "  (function(global) {\n",
       "    function now() {\n",
       "      return new Date();\n",
       "    }\n",
       "\n",
       "    var force = false;\n",
       "\n",
       "    if (typeof (window._bokeh_onload_callbacks) === \"undefined\" || force === true) {\n",
       "      window._bokeh_onload_callbacks = [];\n",
       "      window._bokeh_is_loading = undefined;\n",
       "    }\n",
       "\n",
       "\n",
       "    \n",
       "    if (typeof (window._bokeh_timeout) === \"undefined\" || force === true) {\n",
       "      window._bokeh_timeout = Date.now() + 0;\n",
       "      window._bokeh_failed_load = false;\n",
       "    }\n",
       "\n",
       "    var NB_LOAD_WARNING = {'data': {'text/html':\n",
       "       \"<div style='background-color: #fdd'>\\n\"+\n",
       "       \"<p>\\n\"+\n",
       "       \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n",
       "       \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n",
       "       \"</p>\\n\"+\n",
       "       \"<ul>\\n\"+\n",
       "       \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n",
       "       \"<li>use INLINE resources instead, as so:</li>\\n\"+\n",
       "       \"</ul>\\n\"+\n",
       "       \"<code>\\n\"+\n",
       "       \"from bokeh.resources import INLINE\\n\"+\n",
       "       \"output_notebook(resources=INLINE)\\n\"+\n",
       "       \"</code>\\n\"+\n",
       "       \"</div>\"}};\n",
       "\n",
       "    function display_loaded() {\n",
       "      if (window.Bokeh !== undefined) {\n",
       "        var el = document.getElementById(\"88191af3-c15d-4b2f-9e66-66896332cc51\");\n",
       "        el.textContent = \"BokehJS \" + Bokeh.version + \" successfully loaded.\";\n",
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       "        setTimeout(display_loaded, 100)\n",
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       "    }\n",
       "\n",
       "    function run_callbacks() {\n",
       "      window._bokeh_onload_callbacks.forEach(function(callback) { callback() });\n",
       "      delete window._bokeh_onload_callbacks\n",
       "      console.info(\"Bokeh: all callbacks have finished\");\n",
       "    }\n",
       "\n",
       "    function load_libs(js_urls, callback) {\n",
       "      window._bokeh_onload_callbacks.push(callback);\n",
       "      if (window._bokeh_is_loading > 0) {\n",
       "        console.log(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
       "        return null;\n",
       "      }\n",
       "      if (js_urls == null || js_urls.length === 0) {\n",
       "        run_callbacks();\n",
       "        return null;\n",
       "      }\n",
       "      console.log(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
       "      window._bokeh_is_loading = js_urls.length;\n",
       "      for (var i = 0; i < js_urls.length; i++) {\n",
       "        var url = js_urls[i];\n",
       "        var s = document.createElement('script');\n",
       "        s.src = url;\n",
       "        s.async = false;\n",
       "        s.onreadystatechange = s.onload = function() {\n",
       "          window._bokeh_is_loading--;\n",
       "          if (window._bokeh_is_loading === 0) {\n",
       "            console.log(\"Bokeh: all BokehJS libraries loaded\");\n",
       "            run_callbacks()\n",
       "          }\n",
       "        };\n",
       "        s.onerror = function() {\n",
       "          console.warn(\"failed to load library \" + url);\n",
       "        };\n",
       "        console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "        document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "      }\n",
       "    };var element = document.getElementById(\"88191af3-c15d-4b2f-9e66-66896332cc51\");\n",
       "    if (element == null) {\n",
       "      console.log(\"Bokeh: ERROR: autoload.js configured with elementid '88191af3-c15d-4b2f-9e66-66896332cc51' but no matching script tag was found. \")\n",
       "      return false;\n",
       "    }\n",
       "\n",
       "    var js_urls = [];\n",
       "\n",
       "    var inline_js = [\n",
       "      function(Bokeh) {\n",
       "        (function() {\n",
       "          var fn = function() {\n",
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       "            var render_items = [{\"docid\":\"dfacaf13-1adb-4fba-9d1b-746d8e5389b1\",\"elementid\":\"88191af3-c15d-4b2f-9e66-66896332cc51\",\"modelid\":\"a79604dc-d7bd-428f-a8e1-5cb042516477\"}];\n",
       "            \n",
       "            Bokeh.embed.embed_items(docs_json, render_items);\n",
       "          };\n",
       "          if (document.readyState != \"loading\") fn();\n",
       "          else document.addEventListener(\"DOMContentLoaded\", fn);\n",
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       "\n",
       "      },\n",
       "      function(Bokeh) {\n",
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       "\n",
       "    function run_inline_js() {\n",
       "      \n",
       "      if ((window.Bokeh !== undefined) || (force === true)) {\n",
       "        for (var i = 0; i < inline_js.length; i++) {\n",
       "          inline_js[i](window.Bokeh);\n",
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       "          display_loaded();\n",
       "        }} else if (Date.now() < window._bokeh_timeout) {\n",
       "        setTimeout(run_inline_js, 100);\n",
       "      } else if (!window._bokeh_failed_load) {\n",
       "        console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
       "        window._bokeh_failed_load = true;\n",
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       "        var cell = $(document.getElementById(\"88191af3-c15d-4b2f-9e66-66896332cc51\")).parents('.cell').data().cell;\n",
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       "      }\n",
       "\n",
       "    }\n",
       "\n",
       "    if (window._bokeh_is_loading === 0) {\n",
       "      console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
       "      run_inline_js();\n",
       "    } else {\n",
       "      load_libs(js_urls, function() {\n",
       "        console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n",
       "        run_inline_js();\n",
       "      });\n",
       "    }\n",
       "  }(this));\n",
       "</script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# リスト7.1.4：長方形の描画\n",
    "from numpy import pi\n",
    "\n",
    "p = figure(plot_width=400, plot_height=400, x_range=(-6, 6))\n",
    "# quad\n",
    "p.quad(top=[12], bottom=[10], left=[-1], right=[1], alpha=0.5)\n",
    "# rect\n",
    "p.rect(x=[0], y=[8], width=2, height=2, angle=pi * 0.25, alpha=0.5)\n",
    "# vbar\n",
    "p.vbar(x=[0], bottom=[4], top=[6], width=2, alpha=0.5)\n",
    "# hbar\n",
    "p.hbar(y=[2], left=[-1], right=[1], height=2, alpha=0.5)\n",
    "# 注釈\n",
    "# quad\n",
    "p.text([-4], [11], text=[\"quad\"], text_baseline=\"middle\")\n",
    "p.text(\n",
    "    [0, 0, -1, 1],\n",
    "    [12, 10, 11, 11],\n",
    "    text=[\"top=12\", \"bottom=10\", \"left=-1\", \"right=1\"],\n",
    "    text_align=\"center\",\n",
    "    text_baseline=\"middle\",\n",
    ")\n",
    "# rect\n",
    "p.text([-4], [8], text=[\"rect\"], text_baseline=\"middle\")\n",
    "p.text([0], [8], text=[\"x=0, y=8\"], text_align=\"center\", text_baseline=\"middle\")\n",
    "p.text(\n",
    "    [-1],\n",
    "    [8.5],\n",
    "    text=[\"width=2\"],\n",
    "    angle=pi * 0.25,\n",
    "    text_align=\"center\",\n",
    "    text_baseline=\"middle\",\n",
    ")\n",
    "p.text(\n",
    "    [1],\n",
    "    [8.5],\n",
    "    text=[\"height=2\"],\n",
    "    angle=pi * -0.25,\n",
    "    text_align=\"center\",\n",
    "    text_baseline=\"middle\",\n",
    ")\n",
    "p.text([0], [7], text=[\"angle=pi*0.25\"], text_align=\"center\", text_baseline=\"middle\")\n",
    "# vbar\n",
    "p.text([-4], [5], text=[\"vbar\"], text_baseline=\"middle\")\n",
    "p.text([0], [5], text=[\"x=0, width=2\"], text_align=\"center\", text_baseline=\"middle\")\n",
    "p.text(\n",
    "    [0, 0],\n",
    "    [6, 4],\n",
    "    text=[\"top=6\", \"bottom=4\"],\n",
    "    text_align=\"center\",\n",
    "    text_baseline=\"middle\",\n",
    ")\n",
    "# hbar\n",
    "p.text([-4], [2], text=[\"hbar\"], text_baseline=\"middle\")\n",
    "p.text(\n",
    "    [0, 0],\n",
    "    [2.2, 1.8],\n",
    "    text=[\"y=2,\", \"height=2\"],\n",
    "    text_align=\"center\",\n",
    "    text_baseline=\"middle\",\n",
    ")\n",
    "p.text(\n",
    "    [-1.5, 1.5],\n",
    "    [2, 2],\n",
    "    text=[\"left=-1\", \"right=1\"],\n",
    "    angle=pi * 0.5,\n",
    "    text_align=\"center\",\n",
    "    text_baseline=\"middle\",\n",
    ")\n",
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
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       "  \n",
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       "    var NB_LOAD_WARNING = {'data': {'text/html':\n",
       "       \"<div style='background-color: #fdd'>\\n\"+\n",
       "       \"<p>\\n\"+\n",
       "       \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n",
       "       \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n",
       "       \"</p>\\n\"+\n",
       "       \"<ul>\\n\"+\n",
       "       \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n",
       "       \"<li>use INLINE resources instead, as so:</li>\\n\"+\n",
       "       \"</ul>\\n\"+\n",
       "       \"<code>\\n\"+\n",
       "       \"from bokeh.resources import INLINE\\n\"+\n",
       "       \"output_notebook(resources=INLINE)\\n\"+\n",
       "       \"</code>\\n\"+\n",
       "       \"</div>\"}};\n",
       "\n",
       "    function display_loaded() {\n",
       "      if (window.Bokeh !== undefined) {\n",
       "        var el = document.getElementById(\"328dd25c-b502-4483-80e1-b2a24fc32dd1\");\n",
       "        el.textContent = \"BokehJS \" + Bokeh.version + \" successfully loaded.\";\n",
       "      } else if (Date.now() < window._bokeh_timeout) {\n",
       "        setTimeout(display_loaded, 100)\n",
       "      }\n",
       "    }\n",
       "\n",
       "    function run_callbacks() {\n",
       "      window._bokeh_onload_callbacks.forEach(function(callback) { callback() });\n",
       "      delete window._bokeh_onload_callbacks\n",
       "      console.info(\"Bokeh: all callbacks have finished\");\n",
       "    }\n",
       "\n",
       "    function load_libs(js_urls, callback) {\n",
       "      window._bokeh_onload_callbacks.push(callback);\n",
       "      if (window._bokeh_is_loading > 0) {\n",
       "        console.log(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
       "        return null;\n",
       "      }\n",
       "      if (js_urls == null || js_urls.length === 0) {\n",
       "        run_callbacks();\n",
       "        return null;\n",
       "      }\n",
       "      console.log(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
       "      window._bokeh_is_loading = js_urls.length;\n",
       "      for (var i = 0; i < js_urls.length; i++) {\n",
       "        var url = js_urls[i];\n",
       "        var s = document.createElement('script');\n",
       "        s.src = url;\n",
       "        s.async = false;\n",
       "        s.onreadystatechange = s.onload = function() {\n",
       "          window._bokeh_is_loading--;\n",
       "          if (window._bokeh_is_loading === 0) {\n",
       "            console.log(\"Bokeh: all BokehJS libraries loaded\");\n",
       "            run_callbacks()\n",
       "          }\n",
       "        };\n",
       "        s.onerror = function() {\n",
       "          console.warn(\"failed to load library \" + url);\n",
       "        };\n",
       "        console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "        document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "      }\n",
       "    };var element = document.getElementById(\"328dd25c-b502-4483-80e1-b2a24fc32dd1\");\n",
       "    if (element == null) {\n",
       "      console.log(\"Bokeh: ERROR: autoload.js configured with elementid '328dd25c-b502-4483-80e1-b2a24fc32dd1' but no matching script tag was found. \")\n",
       "      return false;\n",
       "    }\n",
       "\n",
       "    var js_urls = [];\n",
       "\n",
       "    var inline_js = [\n",
       "      function(Bokeh) {\n",
       "        (function() {\n",
       "          var fn = function() {\n",
       "            var docs_json = 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       "            var render_items = [{\"docid\":\"bc6d4c94-86fd-4541-a03a-fb1e1aaac236\",\"elementid\":\"328dd25c-b502-4483-80e1-b2a24fc32dd1\",\"modelid\":\"14554833-ced1-42c8-b9bc-bceb4f76286c\"}];\n",
       "            \n",
       "            Bokeh.embed.embed_items(docs_json, render_items);\n",
       "          };\n",
       "          if (document.readyState != \"loading\") fn();\n",
       "          else document.addEventListener(\"DOMContentLoaded\", fn);\n",
       "        })();\n",
       "\n",
       "      },\n",
       "      function(Bokeh) {\n",
       "      }\n",
       "    ];\n",
       "\n",
       "    function run_inline_js() {\n",
       "      \n",
       "      if ((window.Bokeh !== undefined) || (force === true)) {\n",
       "        for (var i = 0; i < inline_js.length; i++) {\n",
       "          inline_js[i](window.Bokeh);\n",
       "        }if (force === true) {\n",
       "          display_loaded();\n",
       "        }} else if (Date.now() < window._bokeh_timeout) {\n",
       "        setTimeout(run_inline_js, 100);\n",
       "      } else if (!window._bokeh_failed_load) {\n",
       "        console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
       "        window._bokeh_failed_load = true;\n",
       "      } else if (force !== true) {\n",
       "        var cell = $(document.getElementById(\"328dd25c-b502-4483-80e1-b2a24fc32dd1\")).parents('.cell').data().cell;\n",
       "        cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
       "      }\n",
       "\n",
       "    }\n",
       "\n",
       "    if (window._bokeh_is_loading === 0) {\n",
       "      console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
       "      run_inline_js();\n",
       "    } else {\n",
       "      load_libs(js_urls, function() {\n",
       "        console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n",
       "        run_inline_js();\n",
       "      });\n",
       "    }\n",
       "  }(this));\n",
       "</script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# リスト7.1.5：多角形の描画\n",
    "p = figure(plot_width=400, plot_height=400, x_range=(-0.5, 5.5))\n",
    "# patch\n",
    "p.patch([0, 2, 1], [0, 0, 1], alpha=0.5)\n",
    "# patches\n",
    "p.patches([[3, 4, 3], [4, 5, 5]], [[0, 0, 1], [1, 1, 0]], alpha=0.5)\n",
    "# 注釈\n",
    "# patch\n",
    "p.text(\n",
    "    [1, 1, 1],\n",
    "    [0.6, 0.5, 0.4],\n",
    "    text=[\"patch\", \"x=[0, 2, 1]\", \"y=[0, 0, 1]\"],\n",
    "    text_align=\"center\",\n",
    "    text_baseline=\"middle\",\n",
    ")\n",
    "p.text(\n",
    "    [0, 2, 1],\n",
    "    [0, 0, 1],\n",
    "    text=[\"(0, 0)\", \"(2, 0)\", \"(1, 1)\"],\n",
    "    text_align=\"center\",\n",
    "    text_baseline=\"middle\",\n",
    ")\n",
    "# patches\n",
    "p.text(\n",
    "    [4, 4, 4],\n",
    "    [0.6, 0.5, 0.4],\n",
    "    text=[\"patches\", \"xs=[[3, 4, 3], [4, 5, 5]]\", \"ys=[[0, 0, 1], [1, 1, 0]]\"],\n",
    "    text_align=\"center\",\n",
    "    text_baseline=\"middle\",\n",
    ")\n",
    "p.text(\n",
    "    [3, 4, 3],\n",
    "    [0, 0, 1],\n",
    "    text=[\"(3, 0)\", \"(4, 0)\", \"(3, 1)\"],\n",
    "    text_align=\"center\",\n",
    "    text_baseline=\"middle\",\n",
    ")\n",
    "p.text(\n",
    "    [4, 5, 5],\n",
    "    [1, 1, 0],\n",
    "    text=[\"(4, 1)\", \"(5, 1)\", \"(5, 0)\"],\n",
    "    text_align=\"center\",\n",
    "    text_baseline=\"middle\",\n",
    ")\n",
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "    <div class=\"bk-root\">\n",
       "        <div class=\"bk-plotdiv\" id=\"64226e07-496e-4614-b949-dc8ca08f7edc\"></div>\n",
       "    </div>\n",
       "<script type=\"text/javascript\">\n",
       "  \n",
       "  (function(global) {\n",
       "    function now() {\n",
       "      return new Date();\n",
       "    }\n",
       "\n",
       "    var force = false;\n",
       "\n",
       "    if (typeof (window._bokeh_onload_callbacks) === \"undefined\" || force === true) {\n",
       "      window._bokeh_onload_callbacks = [];\n",
       "      window._bokeh_is_loading = undefined;\n",
       "    }\n",
       "\n",
       "\n",
       "    \n",
       "    if (typeof (window._bokeh_timeout) === \"undefined\" || force === true) {\n",
       "      window._bokeh_timeout = Date.now() + 0;\n",
       "      window._bokeh_failed_load = false;\n",
       "    }\n",
       "\n",
       "    var NB_LOAD_WARNING = {'data': {'text/html':\n",
       "       \"<div style='background-color: #fdd'>\\n\"+\n",
       "       \"<p>\\n\"+\n",
       "       \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n",
       "       \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n",
       "       \"</p>\\n\"+\n",
       "       \"<ul>\\n\"+\n",
       "       \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n",
       "       \"<li>use INLINE resources instead, as so:</li>\\n\"+\n",
       "       \"</ul>\\n\"+\n",
       "       \"<code>\\n\"+\n",
       "       \"from bokeh.resources import INLINE\\n\"+\n",
       "       \"output_notebook(resources=INLINE)\\n\"+\n",
       "       \"</code>\\n\"+\n",
       "       \"</div>\"}};\n",
       "\n",
       "    function display_loaded() {\n",
       "      if (window.Bokeh !== undefined) {\n",
       "        var el = document.getElementById(\"64226e07-496e-4614-b949-dc8ca08f7edc\");\n",
       "        el.textContent = \"BokehJS \" + Bokeh.version + \" successfully loaded.\";\n",
       "      } else if (Date.now() < window._bokeh_timeout) {\n",
       "        setTimeout(display_loaded, 100)\n",
       "      }\n",
       "    }\n",
       "\n",
       "    function run_callbacks() {\n",
       "      window._bokeh_onload_callbacks.forEach(function(callback) { callback() });\n",
       "      delete window._bokeh_onload_callbacks\n",
       "      console.info(\"Bokeh: all callbacks have finished\");\n",
       "    }\n",
       "\n",
       "    function load_libs(js_urls, callback) {\n",
       "      window._bokeh_onload_callbacks.push(callback);\n",
       "      if (window._bokeh_is_loading > 0) {\n",
       "        console.log(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
       "        return null;\n",
       "      }\n",
       "      if (js_urls == null || js_urls.length === 0) {\n",
       "        run_callbacks();\n",
       "        return null;\n",
       "      }\n",
       "      console.log(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
       "      window._bokeh_is_loading = js_urls.length;\n",
       "      for (var i = 0; i < js_urls.length; i++) {\n",
       "        var url = js_urls[i];\n",
       "        var s = document.createElement('script');\n",
       "        s.src = url;\n",
       "        s.async = false;\n",
       "        s.onreadystatechange = s.onload = function() {\n",
       "          window._bokeh_is_loading--;\n",
       "          if (window._bokeh_is_loading === 0) {\n",
       "            console.log(\"Bokeh: all BokehJS libraries loaded\");\n",
       "            run_callbacks()\n",
       "          }\n",
       "        };\n",
       "        s.onerror = function() {\n",
       "          console.warn(\"failed to load library \" + url);\n",
       "        };\n",
       "        console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "        document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "      }\n",
       "    };var element = document.getElementById(\"64226e07-496e-4614-b949-dc8ca08f7edc\");\n",
       "    if (element == null) {\n",
       "      console.log(\"Bokeh: ERROR: autoload.js configured with elementid '64226e07-496e-4614-b949-dc8ca08f7edc' but no matching script tag was found. \")\n",
       "      return false;\n",
       "    }\n",
       "\n",
       "    var js_urls = [];\n",
       "\n",
       "    var inline_js = [\n",
       "      function(Bokeh) {\n",
       "        (function() {\n",
       "          var fn = function() {\n",
       "            var docs_json = 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Application\",\"version\":\"0.12.5\"}};\n",
       "            var render_items = [{\"docid\":\"8eec2f0a-cf54-4305-ae08-7a5e9423b0dd\",\"elementid\":\"64226e07-496e-4614-b949-dc8ca08f7edc\",\"modelid\":\"9a97bf27-5434-4874-bae2-69760c8f97a4\"}];\n",
       "            \n",
       "            Bokeh.embed.embed_items(docs_json, render_items);\n",
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       "          if (document.readyState != \"loading\") fn();\n",
       "          else document.addEventListener(\"DOMContentLoaded\", fn);\n",
       "        })();\n",
       "\n",
       "      },\n",
       "      function(Bokeh) {\n",
       "      }\n",
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       "\n",
       "    function run_inline_js() {\n",
       "      \n",
       "      if ((window.Bokeh !== undefined) || (force === true)) {\n",
       "        for (var i = 0; i < inline_js.length; i++) {\n",
       "          inline_js[i](window.Bokeh);\n",
       "        }if (force === true) {\n",
       "          display_loaded();\n",
       "        }} else if (Date.now() < window._bokeh_timeout) {\n",
       "        setTimeout(run_inline_js, 100);\n",
       "      } else if (!window._bokeh_failed_load) {\n",
       "        console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
       "        window._bokeh_failed_load = true;\n",
       "      } else if (force !== true) {\n",
       "        var cell = $(document.getElementById(\"64226e07-496e-4614-b949-dc8ca08f7edc\")).parents('.cell').data().cell;\n",
       "        cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
       "      }\n",
       "\n",
       "    }\n",
       "\n",
       "    if (window._bokeh_is_loading === 0) {\n",
       "      console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
       "      run_inline_js();\n",
       "    } else {\n",
       "      load_libs(js_urls, function() {\n",
       "        console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n",
       "        run_inline_js();\n",
       "      });\n",
       "    }\n",
       "  }(this));\n",
       "</script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# リスト7.1.6：楕円の描画\n",
    "p = figure(plot_width=400, plot_height=200, x_range=(-0.5, 1.5), y_range=(-0.5, 0.5))\n",
    "# oval\n",
    "p.oval(x=[0], y=[0], width=1, height=1, alpha=0.5)\n",
    "# ellipse\n",
    "p.ellipse(x=[1], y=[0], width=1, height=1, alpha=0.5)\n",
    "# 注釈\n",
    "# oval\n",
    "p.text(x=[0], y=[0], text=[\"oval\"], text_align=\"center\", text_baseline=\"middle\")\n",
    "# ellipse\n",
    "p.text(x=[1], y=[0], text=[\"ellipse\"], text_align=\"center\", text_baseline=\"middle\")\n",
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "\n",
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       "    <div class=\"bk-root\">\n",
       "        <div class=\"bk-plotdiv\" id=\"d6dd9ef3-7962-469f-b97b-242d53ba776b\"></div>\n",
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       "    function now() {\n",
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       "\n",
       "    var force = false;\n",
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       "    if (typeof (window._bokeh_onload_callbacks) === \"undefined\" || force === true) {\n",
       "      window._bokeh_onload_callbacks = [];\n",
       "      window._bokeh_is_loading = undefined;\n",
       "    }\n",
       "\n",
       "\n",
       "    \n",
       "    if (typeof (window._bokeh_timeout) === \"undefined\" || force === true) {\n",
       "      window._bokeh_timeout = Date.now() + 0;\n",
       "      window._bokeh_failed_load = false;\n",
       "    }\n",
       "\n",
       "    var NB_LOAD_WARNING = {'data': {'text/html':\n",
       "       \"<div style='background-color: #fdd'>\\n\"+\n",
       "       \"<p>\\n\"+\n",
       "       \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n",
       "       \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n",
       "       \"</p>\\n\"+\n",
       "       \"<ul>\\n\"+\n",
       "       \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n",
       "       \"<li>use INLINE resources instead, as so:</li>\\n\"+\n",
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       "       \"<code>\\n\"+\n",
       "       \"from bokeh.resources import INLINE\\n\"+\n",
       "       \"output_notebook(resources=INLINE)\\n\"+\n",
       "       \"</code>\\n\"+\n",
       "       \"</div>\"}};\n",
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       "      console.info(\"Bokeh: all callbacks have finished\");\n",
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       "\n",
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       "      if (window._bokeh_is_loading > 0) {\n",
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       "      console.log(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
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       "          if (window._bokeh_is_loading === 0) {\n",
       "            console.log(\"Bokeh: all BokehJS libraries loaded\");\n",
       "            run_callbacks()\n",
       "          }\n",
       "        };\n",
       "        s.onerror = function() {\n",
       "          console.warn(\"failed to load library \" + url);\n",
       "        };\n",
       "        console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "        document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "      }\n",
       "    };var element = document.getElementById(\"d6dd9ef3-7962-469f-b97b-242d53ba776b\");\n",
       "    if (element == null) {\n",
       "      console.log(\"Bokeh: ERROR: autoload.js configured with elementid 'd6dd9ef3-7962-469f-b97b-242d53ba776b' but no matching script tag was found. \")\n",
       "      return false;\n",
       "    }\n",
       "\n",
       "    var js_urls = [];\n",
       "\n",
       "    var inline_js = [\n",
       "      function(Bokeh) {\n",
       "        (function() {\n",
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       "    } else {\n",
       "      load_libs(js_urls, function() {\n",
       "        console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n",
       "        run_inline_js();\n",
       "      });\n",
       "    }\n",
       "  }(this));\n",
       "</script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# リスト7.1.7：円形の描画\n",
    "p = figure(plot_width=400, plot_height=400, x_range=(-0.5, 1.5), y_range=(0.5, 2.5))\n",
    "p.arc(x=[0], y=[2], radius=0.5, start_angle=0, end_angle=pi * 1.5)\n",
    "p.wedge(x=[0], y=[1], radius=0.5, start_angle=pi * 1.5, end_angle=0)\n",
    "p.annulus(x=[1], y=[2], inner_radius=0.3, outer_radius=0.5)\n",
    "p.annular_wedge(\n",
    "    x=[1], y=[1], inner_radius=0.3, outer_radius=0.5, start_angle=0, end_angle=pi * 1\n",
    ")\n",
    "# 注釈\n",
    "# arc\n",
    "p.text(x=[0], y=[2], text=[\"arc\"], text_align=\"center\", text_baseline=\"middle\")\n",
    "# wedge\n",
    "p.text(x=[0], y=[1], text=[\"wedge\"], text_align=\"center\", text_baseline=\"bottom\")\n",
    "# annulus\n",
    "p.text(x=[1], y=[2], text=[\"annulus\"], text_align=\"center\", text_baseline=\"middle\")\n",
    "# annular_wedge\n",
    "p.text(x=[1], y=[1], text=[\"annular_wedge\"], text_align=\"center\", text_baseline=\"top\")\n",
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "    <div class=\"bk-root\">\n",
       "        <div class=\"bk-plotdiv\" id=\"71b09e6b-56d3-4286-bceb-0ff297738014\"></div>\n",
       "    </div>\n",
       "<script type=\"text/javascript\">\n",
       "  \n",
       "  (function(global) {\n",
       "    function now() {\n",
       "      return new Date();\n",
       "    }\n",
       "\n",
       "    var force = false;\n",
       "\n",
       "    if (typeof (window._bokeh_onload_callbacks) === \"undefined\" || force === true) {\n",
       "      window._bokeh_onload_callbacks = [];\n",
       "      window._bokeh_is_loading = undefined;\n",
       "    }\n",
       "\n",
       "\n",
       "    \n",
       "    if (typeof (window._bokeh_timeout) === \"undefined\" || force === true) {\n",
       "      window._bokeh_timeout = Date.now() + 0;\n",
       "      window._bokeh_failed_load = false;\n",
       "    }\n",
       "\n",
       "    var NB_LOAD_WARNING = {'data': {'text/html':\n",
       "       \"<div style='background-color: #fdd'>\\n\"+\n",
       "       \"<p>\\n\"+\n",
       "       \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n",
       "       \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n",
       "       \"</p>\\n\"+\n",
       "       \"<ul>\\n\"+\n",
       "       \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n",
       "       \"<li>use INLINE resources instead, as so:</li>\\n\"+\n",
       "       \"</ul>\\n\"+\n",
       "       \"<code>\\n\"+\n",
       "       \"from bokeh.resources import INLINE\\n\"+\n",
       "       \"output_notebook(resources=INLINE)\\n\"+\n",
       "       \"</code>\\n\"+\n",
       "       \"</div>\"}};\n",
       "\n",
       "    function display_loaded() {\n",
       "      if (window.Bokeh !== undefined) {\n",
       "        var el = document.getElementById(\"71b09e6b-56d3-4286-bceb-0ff297738014\");\n",
       "        el.textContent = \"BokehJS \" + Bokeh.version + \" successfully loaded.\";\n",
       "      } else if (Date.now() < window._bokeh_timeout) {\n",
       "        setTimeout(display_loaded, 100)\n",
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       "    }\n",
       "\n",
       "    function run_callbacks() {\n",
       "      window._bokeh_onload_callbacks.forEach(function(callback) { callback() });\n",
       "      delete window._bokeh_onload_callbacks\n",
       "      console.info(\"Bokeh: all callbacks have finished\");\n",
       "    }\n",
       "\n",
       "    function load_libs(js_urls, callback) {\n",
       "      window._bokeh_onload_callbacks.push(callback);\n",
       "      if (window._bokeh_is_loading > 0) {\n",
       "        console.log(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
       "        return null;\n",
       "      }\n",
       "      if (js_urls == null || js_urls.length === 0) {\n",
       "        run_callbacks();\n",
       "        return null;\n",
       "      }\n",
       "      console.log(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
       "      window._bokeh_is_loading = js_urls.length;\n",
       "      for (var i = 0; i < js_urls.length; i++) {\n",
       "        var url = js_urls[i];\n",
       "        var s = document.createElement('script');\n",
       "        s.src = url;\n",
       "        s.async = false;\n",
       "        s.onreadystatechange = s.onload = function() {\n",
       "          window._bokeh_is_loading--;\n",
       "          if (window._bokeh_is_loading === 0) {\n",
       "            console.log(\"Bokeh: all BokehJS libraries loaded\");\n",
       "            run_callbacks()\n",
       "          }\n",
       "        };\n",
       "        s.onerror = function() {\n",
       "          console.warn(\"failed to load library \" + url);\n",
       "        };\n",
       "        console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "        document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "      }\n",
       "    };var element = document.getElementById(\"71b09e6b-56d3-4286-bceb-0ff297738014\");\n",
       "    if (element == null) {\n",
       "      console.log(\"Bokeh: ERROR: autoload.js configured with elementid '71b09e6b-56d3-4286-bceb-0ff297738014' but no matching script tag was found. \")\n",
       "      return false;\n",
       "    }\n",
       "\n",
       "    var js_urls = [];\n",
       "\n",
       "    var inline_js = [\n",
       "      function(Bokeh) {\n",
       "        (function() {\n",
       "          var fn = function() {\n",
       "            var docs_json = {\"3ad6a2fe-d7a2-4aca-86fd-ea81161eae3d\":{\"roots\":{\"references\":[{\"attributes\":{\"callback\":null,\"column_names\":[\"x\",\"y\"],\"data\":{\"x\":[1,2],\"y\":[0,1]}},\"id\":\"8fd38f26-4f21-4401-acbe-c0278f4c0999\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"plot\":{\"id\":\"5bd48d3f-2793-406b-a617-f97777725459\",\"subtype\":\"Figure\",\"type\":\"Plot\"}},\"id\":\"8ef01d1a-7072-47bc-85eb-71581d687b3a\",\"type\":\"ResetTool\"},{\"attributes\":{\"overlay\":{\"id\":\"391dd9a7-b540-48af-a83c-1a2dd25a44b7\",\"type\":\"BoxAnnotation\"},\"plot\":{\"id\":\"5bd48d3f-2793-406b-a617-f97777725459\",\"subtype\":\"Figure\",\"type\":\"Plot\"}},\"id\":\"b15b4870-06eb-4e5b-8aff-0d77e4f8eb83\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":{\"value\":0.5},\"fill_color\":{\"value\":\"lightgrey\"},\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":{\"value\":1.0},\"line_color\":{\"value\":\"black\"},\"line_dash\":[4,4],\"line_width\":{\"value\":2},\"plot\":null,\"render_mode\":\"css\",\"right_units\":\"screen\",\"top_units\":\"screen\"},\"id\":\"391dd9a7-b540-48af-a83c-1a2dd25a44b7\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"plot\":{\"id\":\"5bd48d3f-2793-406b-a617-f97777725459\",\"subtype\":\"Figure\",\"type\":\"Plot\"}},\"id\":\"191895e2-0f93-40dc-a840-24ad06eaf0ce\",\"type\":\"SaveTool\"},{\"attributes\":{\"data_source\":{\"id\":\"8fd38f26-4f21-4401-acbe-c0278f4c0999\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"a5980e8a-5abc-4d87-a7f6-b9d84ef81aa6\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"e9dff1a7-a5b9-45f5-a489-b4e5d8e6ceea\",\"type\":\"Line\"},\"selection_glyph\":null},\"id\":\"62a5f6ca-8efe-4375-9a1a-ce0622182880\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null},\"id\":\"0b1c1a40-ac46-42c8-9a54-3ddb39a532ba\",\"type\":\"DataRange1d\"},{\"attributes\":{\"plot\":{\"id\":\"5bd48d3f-2793-406b-a617-f97777725459\",\"subtype\":\"Figure\",\"type\":\"Plot\"}},\"id\":\"22f54775-a7bd-448c-b44e-2640857dd9a5\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"431fbc30-6b71-4042-ace2-7390742b6442\",\"type\":\"BasicTicker\"},{\"attributes\":{\"plot\":{\"id\":\"5bd48d3f-2793-406b-a617-f97777725459\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"a3385571-338a-46e6-83d8-5c172ab1447f\",\"type\":\"BasicTicker\"}},\"id\":\"a2c11d07-35ac-432f-8cca-545482ff4031\",\"type\":\"Grid\"},{\"attributes\":{\"dimension\":1,\"plot\":{\"id\":\"5bd48d3f-2793-406b-a617-f97777725459\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"431fbc30-6b71-4042-ace2-7390742b6442\",\"type\":\"BasicTicker\"}},\"id\":\"ed725eaf-4761-4f10-89ac-228e4f895618\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"7d7f5ee2-e497-4084-ae26-efac29f63396\",\"type\":\"ToolEvents\"},{\"attributes\":{\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"a5980e8a-5abc-4d87-a7f6-b9d84ef81aa6\",\"type\":\"Line\"},{\"attributes\":{\"below\":[{\"id\":\"46631494-2bfb-429e-bed0-c015d6f5c1fe\",\"type\":\"LinearAxis\"}],\"left\":[{\"id\":\"6ebc818f-99a3-4812-9810-139b559428a2\",\"type\":\"LinearAxis\"}],\"plot_height\":200,\"plot_width\":200,\"renderers\":[{\"id\":\"46631494-2bfb-429e-bed0-c015d6f5c1fe\",\"type\":\"LinearAxis\"},{\"id\":\"a2c11d07-35ac-432f-8cca-545482ff4031\",\"type\":\"Grid\"},{\"id\":\"6ebc818f-99a3-4812-9810-139b559428a2\",\"type\":\"LinearAxis\"},{\"id\":\"ed725eaf-4761-4f10-89ac-228e4f895618\",\"type\":\"Grid\"},{\"id\":\"391dd9a7-b540-48af-a83c-1a2dd25a44b7\",\"type\":\"BoxAnnotation\"},{\"id\":\"9ad8f962-a8ce-48e6-9666-1ce97e0e39f8\",\"type\":\"GlyphRenderer\"},{\"id\":\"62a5f6ca-8efe-4375-9a1a-ce0622182880\",\"type\":\"GlyphRenderer\"}],\"title\":{\"id\":\"6a6fd3b0-2380-43ea-b720-c02f99af4795\",\"type\":\"Title\"},\"tool_events\":{\"id\":\"7d7f5ee2-e497-4084-ae26-efac29f63396\",\"type\":\"ToolEvents\"},\"toolbar\":{\"id\":\"034d5e29-3b08-4a02-a8fa-41d1ce8de491\",\"type\":\"Toolbar\"},\"x_range\":{\"id\":\"0b1c1a40-ac46-42c8-9a54-3ddb39a532ba\",\"type\":\"DataRange1d\"},\"y_range\":{\"id\":\"1c99d4f5-44db-445a-b8c6-4e084d090418\",\"type\":\"DataRange1d\"}},\"id\":\"5bd48d3f-2793-406b-a617-f97777725459\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"plot\":{\"id\":\"5bd48d3f-2793-406b-a617-f97777725459\",\"subtype\":\"Figure\",\"type\":\"Plot\"}},\"id\":\"d7452559-0bfd-434b-9d7f-94aac2909c6e\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"callback\":null,\"column_names\":[\"x\",\"y\"],\"data\":{\"x\":[0,1],\"y\":[0,1]}},\"id\":\"24422027-5786-4df8-be5e-6785f1a9d3e2\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"374ea8a3-804d-453f-b0dc-aa7eac2493ef\",\"type\":\"Line\"},{\"attributes\":{\"formatter\":{\"id\":\"453778fb-f371-4223-b5c8-9485e6df78c1\",\"type\":\"BasicTickFormatter\"},\"plot\":{\"id\":\"5bd48d3f-2793-4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Application\",\"version\":\"0.12.5\"}};\n",
       "            var render_items = [{\"docid\":\"3ad6a2fe-d7a2-4aca-86fd-ea81161eae3d\",\"elementid\":\"71b09e6b-56d3-4286-bceb-0ff297738014\",\"modelid\":\"5bd48d3f-2793-406b-a617-f97777725459\"}];\n",
       "            \n",
       "            Bokeh.embed.embed_items(docs_json, render_items);\n",
       "          };\n",
       "          if (document.readyState != \"loading\") fn();\n",
       "          else document.addEventListener(\"DOMContentLoaded\", fn);\n",
       "        })();\n",
       "\n",
       "      },\n",
       "      function(Bokeh) {\n",
       "      }\n",
       "    ];\n",
       "\n",
       "    function run_inline_js() {\n",
       "      \n",
       "      if ((window.Bokeh !== undefined) || (force === true)) {\n",
       "        for (var i = 0; i < inline_js.length; i++) {\n",
       "          inline_js[i](window.Bokeh);\n",
       "        }if (force === true) {\n",
       "          display_loaded();\n",
       "        }} else if (Date.now() < window._bokeh_timeout) {\n",
       "        setTimeout(run_inline_js, 100);\n",
       "      } else if (!window._bokeh_failed_load) {\n",
       "        console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
       "        window._bokeh_failed_load = true;\n",
       "      } else if (force !== true) {\n",
       "        var cell = $(document.getElementById(\"71b09e6b-56d3-4286-bceb-0ff297738014\")).parents('.cell').data().cell;\n",
       "        cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
       "      }\n",
       "\n",
       "    }\n",
       "\n",
       "    if (window._bokeh_is_loading === 0) {\n",
       "      console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
       "      run_inline_js();\n",
       "    } else {\n",
       "      load_libs(js_urls, function() {\n",
       "        console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n",
       "        run_inline_js();\n",
       "      });\n",
       "    }\n",
       "  }(this));\n",
       "</script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# リスト7.1.8：line()メソッドの利用\n",
    "p = figure(plot_width=200, plot_height=200)\n",
    "p.line([0, 1], [0, 1])\n",
    "p.line([1, 2], [0, 1])\n",
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "    <div class=\"bk-root\">\n",
       "        <div class=\"bk-plotdiv\" id=\"b9864f85-ae68-489b-a5c6-8ad0326ee538\"></div>\n",
       "    </div>\n",
       "<script type=\"text/javascript\">\n",
       "  \n",
       "  (function(global) {\n",
       "    function now() {\n",
       "      return new Date();\n",
       "    }\n",
       "\n",
       "    var force = false;\n",
       "\n",
       "    if (typeof (window._bokeh_onload_callbacks) === \"undefined\" || force === true) {\n",
       "      window._bokeh_onload_callbacks = [];\n",
       "      window._bokeh_is_loading = undefined;\n",
       "    }\n",
       "\n",
       "\n",
       "    \n",
       "    if (typeof (window._bokeh_timeout) === \"undefined\" || force === true) {\n",
       "      window._bokeh_timeout = Date.now() + 0;\n",
       "      window._bokeh_failed_load = false;\n",
       "    }\n",
       "\n",
       "    var NB_LOAD_WARNING = {'data': {'text/html':\n",
       "       \"<div style='background-color: #fdd'>\\n\"+\n",
       "       \"<p>\\n\"+\n",
       "       \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n",
       "       \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n",
       "       \"</p>\\n\"+\n",
       "       \"<ul>\\n\"+\n",
       "       \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n",
       "       \"<li>use INLINE resources instead, as so:</li>\\n\"+\n",
       "       \"</ul>\\n\"+\n",
       "       \"<code>\\n\"+\n",
       "       \"from bokeh.resources import INLINE\\n\"+\n",
       "       \"output_notebook(resources=INLINE)\\n\"+\n",
       "       \"</code>\\n\"+\n",
       "       \"</div>\"}};\n",
       "\n",
       "    function display_loaded() {\n",
       "      if (window.Bokeh !== undefined) {\n",
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       "        setTimeout(display_loaded, 100)\n",
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       "    }\n",
       "\n",
       "    function run_callbacks() {\n",
       "      window._bokeh_onload_callbacks.forEach(function(callback) { callback() });\n",
       "      delete window._bokeh_onload_callbacks\n",
       "      console.info(\"Bokeh: all callbacks have finished\");\n",
       "    }\n",
       "\n",
       "    function load_libs(js_urls, callback) {\n",
       "      window._bokeh_onload_callbacks.push(callback);\n",
       "      if (window._bokeh_is_loading > 0) {\n",
       "        console.log(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
       "        return null;\n",
       "      }\n",
       "      if (js_urls == null || js_urls.length === 0) {\n",
       "        run_callbacks();\n",
       "        return null;\n",
       "      }\n",
       "      console.log(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
       "      window._bokeh_is_loading = js_urls.length;\n",
       "      for (var i = 0; i < js_urls.length; i++) {\n",
       "        var url = js_urls[i];\n",
       "        var s = document.createElement('script');\n",
       "        s.src = url;\n",
       "        s.async = false;\n",
       "        s.onreadystatechange = s.onload = function() {\n",
       "          window._bokeh_is_loading--;\n",
       "          if (window._bokeh_is_loading === 0) {\n",
       "            console.log(\"Bokeh: all BokehJS libraries loaded\");\n",
       "            run_callbacks()\n",
       "          }\n",
       "        };\n",
       "        s.onerror = function() {\n",
       "          console.warn(\"failed to load library \" + url);\n",
       "        };\n",
       "        console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "        document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "      }\n",
       "    };var element = document.getElementById(\"b9864f85-ae68-489b-a5c6-8ad0326ee538\");\n",
       "    if (element == null) {\n",
       "      console.log(\"Bokeh: ERROR: autoload.js configured with elementid 'b9864f85-ae68-489b-a5c6-8ad0326ee538' but no matching script tag was found. \")\n",
       "      return false;\n",
       "    }\n",
       "\n",
       "    var js_urls = [];\n",
       "\n",
       "    var inline_js = [\n",
       "      function(Bokeh) {\n",
       "        (function() {\n",
       "          var fn = function() {\n",
       "            var docs_json = {\"628fdefe-e857-4b7d-a4e4-b7f9773d6935\":{\"roots\":{\"references\":[{\"attributes\":{\"plot\":{\"id\":\"789061ea-dced-4c4f-9337-2cc6adef0101\",\"subtype\":\"Figure\",\"type\":\"Plot\"}},\"id\":\"7db746bf-3f6d-41e5-9578-6fcb7b7c7486\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"plot\":{\"id\":\"789061ea-dced-4c4f-9337-2cc6adef0101\",\"subtype\":\"Figure\",\"type\":\"Plot\"}},\"id\":\"62199662-7d3c-4601-a109-314f7225d744\",\"type\":\"SaveTool\"},{\"attributes\":{\"plot\":null,\"text\":\"\"},\"id\":\"0f7f513c-59d5-410e-9585-befb9dca5f5d\",\"type\":\"Title\"},{\"attributes\":{\"callback\":null,\"column_names\":[\"xs\",\"ys\"],\"data\":{\"xs\":[[0,1],[1,2]],\"ys\":[[0,1],[0,1]]}},\"id\":\"de0e68f7-9e5b-492c-9e6d-c810e20d754e\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"below\":[{\"id\":\"4ae4f01d-ec2a-4a7d-81e5-68a46ebcd2a5\",\"type\":\"LinearAxis\"}],\"left\":[{\"id\":\"79cbf247-5c72-4f58-a4f7-53d2d6bdc18a\",\"type\":\"LinearAxis\"}],\"plot_height\":200,\"plot_width\":200,\"renderers\":[{\"id\":\"4ae4f01d-ec2a-4a7d-81e5-68a46ebcd2a5\",\"type\":\"LinearAxis\"},{\"id\":\"47fe25a9-feaa-43ed-b759-676aba498c92\",\"type\":\"Grid\"},{\"id\":\"79cbf247-5c72-4f58-a4f7-53d2d6bdc18a\",\"type\":\"LinearAxis\"},{\"id\":\"42f09fb9-0fc5-423e-b284-5d8e2862491b\",\"type\":\"Grid\"},{\"id\":\"a98ae7f3-e6c7-4db1-a563-a260d323d60d\",\"type\":\"BoxAnnotation\"},{\"id\":\"b4c4f191-2130-4187-895e-69f13c16c270\",\"type\":\"GlyphRenderer\"}],\"title\":{\"id\":\"0f7f513c-59d5-410e-9585-befb9dca5f5d\",\"type\":\"Title\"},\"tool_events\":{\"id\":\"dd7f4a11-8764-4625-ace9-ba3a31ee3335\",\"type\":\"ToolEvents\"},\"toolbar\":{\"id\":\"b4c32786-b708-4281-a49d-ebbf07fc8ead\",\"type\":\"Toolbar\"},\"x_range\":{\"id\":\"d482b537-aacd-487a-83f9-1ee61a2d0d7a\",\"type\":\"DataRange1d\"},\"y_range\":{\"id\":\"8130ec19-1abc-4cf6-891d-0da8f7097c14\",\"type\":\"DataRange1d\"}},\"id\":\"789061ea-dced-4c4f-9337-2cc6adef0101\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"3e07495c-0b67-4dc9-a754-28981b5d5157\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"dd7f4a11-8764-4625-ace9-ba3a31ee3335\",\"type\":\"ToolEvents\"},{\"attributes\":{\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"xs\":{\"field\":\"xs\"},\"ys\":{\"field\":\"ys\"}},\"id\":\"595f773b-facc-490a-b290-5ad4cfe81471\",\"type\":\"MultiLine\"},{\"attributes\":{\"formatter\":{\"id\":\"3e07495c-0b67-4dc9-a754-28981b5d5157\",\"type\":\"BasicTickFormatter\"},\"plot\":{\"id\":\"789061ea-dced-4c4f-9337-2cc6adef0101\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"91615851-f253-4989-89ba-0300d6acdf2f\",\"type\":\"BasicTicker\"}},\"id\":\"4ae4f01d-ec2a-4a7d-81e5-68a46ebcd2a5\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"6ed6afc8-b6f1-46f0-8ceb-a262cff39878\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"91615851-f253-4989-89ba-0300d6acdf2f\",\"type\":\"BasicTicker\"},{\"attributes\":{\"formatter\":{\"id\":\"6ed6afc8-b6f1-46f0-8ceb-a262cff39878\",\"type\":\"BasicTickFormatter\"},\"plot\":{\"id\":\"789061ea-dced-4c4f-9337-2cc6adef0101\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"0f115182-0029-46a5-9cf2-4e512df6f371\",\"type\":\"BasicTicker\"}},\"id\":\"79cbf247-5c72-4f58-a4f7-53d2d6bdc18a\",\"type\":\"LinearAxis\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":{\"value\":0.5},\"fill_color\":{\"value\":\"lightgrey\"},\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":{\"value\":1.0},\"line_color\":{\"value\":\"black\"},\"line_dash\":[4,4],\"line_width\":{\"value\":2},\"plot\":null,\"render_mode\":\"css\",\"right_units\":\"screen\",\"top_units\":\"screen\"},\"id\":\"a98ae7f3-e6c7-4db1-a563-a260d323d60d\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"0f115182-0029-46a5-9cf2-4e512df6f371\",\"type\":\"BasicTicker\"},{\"attributes\":{\"plot\":{\"id\":\"789061ea-dced-4c4f-9337-2cc6adef0101\",\"subtype\":\"Figure\",\"type\":\"Plot\"}},\"id\":\"57bd617c-978c-41c0-b55f-34489319a9c2\",\"type\":\"HelpTool\"},{\"attributes\":{\"dimension\":1,\"plot\":{\"id\":\"789061ea-dced-4c4f-9337-2cc6adef0101\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"0f115182-0029-46a5-9cf2-4e512df6f371\",\"type\":\"BasicTicker\"}},\"id\":\"42f09fb9-0fc5-423e-b284-5d8e2862491b\",\"type\":\"Grid\"},{\"attributes\":{\"data_source\":{\"id\":\"de0e68f7-9e5b-492c-9e6d-c810e20d754e\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"32dea9c5-ab7c-46c7-88a1-03ebb51f53b1\",\"type\":\"MultiLine\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"595f773b-facc-490a-b290-5ad4cfe81471\",\"type\":\"MultiLine\"},\"selection_glyph\":null},\"id\":\"b4c4f191-2130-4187-895e-69f13c16c270\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"plot\":{\"id\":\"789061ea-dced-4c4f-9337-2cc6adef0101\",\"subtype\":\"Figure\",\"type\":\"Plot\"}},\"id\":\"1fbd8c6f-23a2-4a42-ace0-2f78c01949f5\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"a98ae7f3-e6c7-4db1-a563-a260d323d60d\",\"type\":\"BoxAnnotation\"},\"plot\":{\"id\":\"789061ea-dced-4c4f-9337-2cc6adef0101\",\"subtype\":\"Figure\",\"type\":\"Plot\"}},\"id\":\"d1fdcc27-f29c-4b41-97ab-67742d830277\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"line_color\":{\"value\":\"#1f77b4\"},\"xs\":{\"field\":\"xs\"},\"ys\":{\"field\":\"ys\"}},\"id\":\"32dea9c5-ab7c-46c7-88a1-03ebb51f53b1\",\"type\":\"MultiLine\"},{\"attributes\":{\"plot\":{\"id\":\"789061ea-dced-4c4f-9337-2cc6adef0101\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"91615851-f253-4989-89ba-0300d6acdf2f\",\"type\":\"BasicTicker\"}},\"id\":\"47fe25a9-feaa-43ed-b759-676aba498c92\",\"type\":\"Grid\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"1fbd8c6f-23a2-4a42-ace0-2f78c01949f5\",\"type\":\"PanTool\"},{\"id\":\"7db746bf-3f6d-41e5-9578-6fcb7b7c7486\",\"type\":\"WheelZoomTool\"},{\"id\":\"d1fdcc27-f29c-4b41-97ab-67742d830277\",\"type\":\"BoxZoomTool\"},{\"id\":\"62199662-7d3c-4601-a109-314f7225d744\",\"type\":\"SaveTool\"},{\"id\":\"5069d55d-825e-4778-98e2-bc1db4bc4a12\",\"type\":\"ResetTool\"},{\"id\":\"57bd617c-978c-41c0-b55f-34489319a9c2\",\"type\":\"HelpTool\"}]},\"id\":\"b4c32786-b708-4281-a49d-ebbf07fc8ead\",\"type\":\"Toolbar\"},{\"attributes\":{\"callback\":null},\"id\":\"d482b537-aacd-487a-83f9-1ee61a2d0d7a\",\"type\":\"DataRange1d\"},{\"attributes\":{\"plot\":{\"id\":\"789061ea-dced-4c4f-9337-2cc6adef0101\",\"subtype\":\"Figure\",\"type\":\"Plot\"}},\"id\":\"5069d55d-825e-4778-98e2-bc1db4bc4a12\",\"type\":\"ResetTool\"},{\"attributes\":{\"callback\":null},\"id\":\"8130ec19-1abc-4cf6-891d-0da8f7097c14\",\"type\":\"DataRange1d\"}],\"root_ids\":[\"789061ea-dced-4c4f-9337-2cc6adef0101\"]},\"title\":\"Bokeh Application\",\"version\":\"0.12.5\"}};\n",
       "            var render_items = [{\"docid\":\"628fdefe-e857-4b7d-a4e4-b7f9773d6935\",\"elementid\":\"b9864f85-ae68-489b-a5c6-8ad0326ee538\",\"modelid\":\"789061ea-dced-4c4f-9337-2cc6adef0101\"}];\n",
       "            \n",
       "            Bokeh.embed.embed_items(docs_json, render_items);\n",
       "          };\n",
       "          if (document.readyState != \"loading\") fn();\n",
       "          else document.addEventListener(\"DOMContentLoaded\", fn);\n",
       "        })();\n",
       "\n",
       "      },\n",
       "      function(Bokeh) {\n",
       "      }\n",
       "    ];\n",
       "\n",
       "    function run_inline_js() {\n",
       "      \n",
       "      if ((window.Bokeh !== undefined) || (force === true)) {\n",
       "        for (var i = 0; i < inline_js.length; i++) {\n",
       "          inline_js[i](window.Bokeh);\n",
       "        }if (force === true) {\n",
       "          display_loaded();\n",
       "        }} else if (Date.now() < window._bokeh_timeout) {\n",
       "        setTimeout(run_inline_js, 100);\n",
       "      } else if (!window._bokeh_failed_load) {\n",
       "        console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
       "        window._bokeh_failed_load = true;\n",
       "      } else if (force !== true) {\n",
       "        var cell = $(document.getElementById(\"b9864f85-ae68-489b-a5c6-8ad0326ee538\")).parents('.cell').data().cell;\n",
       "        cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
       "      }\n",
       "\n",
       "    }\n",
       "\n",
       "    if (window._bokeh_is_loading === 0) {\n",
       "      console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
       "      run_inline_js();\n",
       "    } else {\n",
       "      load_libs(js_urls, function() {\n",
       "        console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n",
       "        run_inline_js();\n",
       "      });\n",
       "    }\n",
       "  }(this));\n",
       "</script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# リスト7.1.9：multi_line()メソッドの利用\n",
    "p = figure(plot_width=200, plot_height=200)\n",
    "p.multi_line([[0, 1], [1, 2]], [[0, 1], [0, 1]])\n",
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "    <div class=\"bk-root\">\n",
       "        <div class=\"bk-plotdiv\" id=\"a819d2c5-e10e-4539-a34e-3877e2a72838\"></div>\n",
       "    </div>\n",
       "<script type=\"text/javascript\">\n",
       "  \n",
       "  (function(global) {\n",
       "    function now() {\n",
       "      return new Date();\n",
       "    }\n",
       "\n",
       "    var force = false;\n",
       "\n",
       "    if (typeof (window._bokeh_onload_callbacks) === \"undefined\" || force === true) {\n",
       "      window._bokeh_onload_callbacks = [];\n",
       "      window._bokeh_is_loading = undefined;\n",
       "    }\n",
       "\n",
       "\n",
       "    \n",
       "    if (typeof (window._bokeh_timeout) === \"undefined\" || force === true) {\n",
       "      window._bokeh_timeout = Date.now() + 0;\n",
       "      window._bokeh_failed_load = false;\n",
       "    }\n",
       "\n",
       "    var NB_LOAD_WARNING = {'data': {'text/html':\n",
       "       \"<div style='background-color: #fdd'>\\n\"+\n",
       "       \"<p>\\n\"+\n",
       "       \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n",
       "       \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n",
       "       \"</p>\\n\"+\n",
       "       \"<ul>\\n\"+\n",
       "       \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n",
       "       \"<li>use INLINE resources instead, as so:</li>\\n\"+\n",
       "       \"</ul>\\n\"+\n",
       "       \"<code>\\n\"+\n",
       "       \"from bokeh.resources import INLINE\\n\"+\n",
       "       \"output_notebook(resources=INLINE)\\n\"+\n",
       "       \"</code>\\n\"+\n",
       "       \"</div>\"}};\n",
       "\n",
       "    function display_loaded() {\n",
       "      if (window.Bokeh !== undefined) {\n",
       "        var el = document.getElementById(\"a819d2c5-e10e-4539-a34e-3877e2a72838\");\n",
       "        el.textContent = \"BokehJS \" + Bokeh.version + \" successfully loaded.\";\n",
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       "        setTimeout(display_loaded, 100)\n",
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       "    }\n",
       "\n",
       "    function run_callbacks() {\n",
       "      window._bokeh_onload_callbacks.forEach(function(callback) { callback() });\n",
       "      delete window._bokeh_onload_callbacks\n",
       "      console.info(\"Bokeh: all callbacks have finished\");\n",
       "    }\n",
       "\n",
       "    function load_libs(js_urls, callback) {\n",
       "      window._bokeh_onload_callbacks.push(callback);\n",
       "      if (window._bokeh_is_loading > 0) {\n",
       "        console.log(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
       "        return null;\n",
       "      }\n",
       "      if (js_urls == null || js_urls.length === 0) {\n",
       "        run_callbacks();\n",
       "        return null;\n",
       "      }\n",
       "      console.log(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
       "      window._bokeh_is_loading = js_urls.length;\n",
       "      for (var i = 0; i < js_urls.length; i++) {\n",
       "        var url = js_urls[i];\n",
       "        var s = document.createElement('script');\n",
       "        s.src = url;\n",
       "        s.async = false;\n",
       "        s.onreadystatechange = s.onload = function() {\n",
       "          window._bokeh_is_loading--;\n",
       "          if (window._bokeh_is_loading === 0) {\n",
       "            console.log(\"Bokeh: all BokehJS libraries loaded\");\n",
       "            run_callbacks()\n",
       "          }\n",
       "        };\n",
       "        s.onerror = function() {\n",
       "          console.warn(\"failed to load library \" + url);\n",
       "        };\n",
       "        console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "        document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "      }\n",
       "    };var element = document.getElementById(\"a819d2c5-e10e-4539-a34e-3877e2a72838\");\n",
       "    if (element == null) {\n",
       "      console.log(\"Bokeh: ERROR: autoload.js configured with elementid 'a819d2c5-e10e-4539-a34e-3877e2a72838' but no matching script tag was found. \")\n",
       "      return false;\n",
       "    }\n",
       "\n",
       "    var js_urls = [];\n",
       "\n",
       "    var inline_js = [\n",
       "      function(Bokeh) {\n",
       "        (function() {\n",
       "          var fn = function() {\n",
       "            var docs_json = 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Application\",\"version\":\"0.12.5\"}};\n",
       "            var render_items = [{\"docid\":\"ae5dcaa4-7772-4ddd-94c6-a14ea26a20ad\",\"elementid\":\"a819d2c5-e10e-4539-a34e-3877e2a72838\",\"modelid\":\"87cc0f07-38a3-4c12-b575-e0a72bb5c3a3\"}];\n",
       "            \n",
       "            Bokeh.embed.embed_items(docs_json, render_items);\n",
       "          };\n",
       "          if (document.readyState != \"loading\") fn();\n",
       "          else document.addEventListener(\"DOMContentLoaded\", fn);\n",
       "        })();\n",
       "\n",
       "      },\n",
       "      function(Bokeh) {\n",
       "      }\n",
       "    ];\n",
       "\n",
       "    function run_inline_js() {\n",
       "      \n",
       "      if ((window.Bokeh !== undefined) || (force === true)) {\n",
       "        for (var i = 0; i < inline_js.length; i++) {\n",
       "          inline_js[i](window.Bokeh);\n",
       "        }if (force === true) {\n",
       "          display_loaded();\n",
       "        }} else if (Date.now() < window._bokeh_timeout) {\n",
       "        setTimeout(run_inline_js, 100);\n",
       "      } else if (!window._bokeh_failed_load) {\n",
       "        console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
       "        window._bokeh_failed_load = true;\n",
       "      } else if (force !== true) {\n",
       "        var cell = $(document.getElementById(\"a819d2c5-e10e-4539-a34e-3877e2a72838\")).parents('.cell').data().cell;\n",
       "        cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
       "      }\n",
       "\n",
       "    }\n",
       "\n",
       "    if (window._bokeh_is_loading === 0) {\n",
       "      console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
       "      run_inline_js();\n",
       "    } else {\n",
       "      load_libs(js_urls, function() {\n",
       "        console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n",
       "        run_inline_js();\n",
       "      });\n",
       "    }\n",
       "  }(this));\n",
       "</script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# リスト7.1.10：segment()メソッドの利用\n",
    "p = figure(plot_width=200, plot_height=200)\n",
    "p.segment(x0=[0, 1], y0=[0, 0], x1=[1, 2], y1=[1, 1])\n",
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "    <div class=\"bk-root\">\n",
       "        <div class=\"bk-plotdiv\" id=\"d4c97fd7-bf62-4c95-9076-3f4a0b68b05e\"></div>\n",
       "    </div>\n",
       "<script type=\"text/javascript\">\n",
       "  \n",
       "  (function(global) {\n",
       "    function now() {\n",
       "      return new Date();\n",
       "    }\n",
       "\n",
       "    var force = false;\n",
       "\n",
       "    if (typeof (window._bokeh_onload_callbacks) === \"undefined\" || force === true) {\n",
       "      window._bokeh_onload_callbacks = [];\n",
       "      window._bokeh_is_loading = undefined;\n",
       "    }\n",
       "\n",
       "\n",
       "    \n",
       "    if (typeof (window._bokeh_timeout) === \"undefined\" || force === true) {\n",
       "      window._bokeh_timeout = Date.now() + 0;\n",
       "      window._bokeh_failed_load = false;\n",
       "    }\n",
       "\n",
       "    var NB_LOAD_WARNING = {'data': {'text/html':\n",
       "       \"<div style='background-color: #fdd'>\\n\"+\n",
       "       \"<p>\\n\"+\n",
       "       \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n",
       "       \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n",
       "       \"</p>\\n\"+\n",
       "       \"<ul>\\n\"+\n",
       "       \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n",
       "       \"<li>use INLINE resources instead, as so:</li>\\n\"+\n",
       "       \"</ul>\\n\"+\n",
       "       \"<code>\\n\"+\n",
       "       \"from bokeh.resources import INLINE\\n\"+\n",
       "       \"output_notebook(resources=INLINE)\\n\"+\n",
       "       \"</code>\\n\"+\n",
       "       \"</div>\"}};\n",
       "\n",
       "    function display_loaded() {\n",
       "      if (window.Bokeh !== undefined) {\n",
       "        var el = document.getElementById(\"d4c97fd7-bf62-4c95-9076-3f4a0b68b05e\");\n",
       "        el.textContent = \"BokehJS \" + Bokeh.version + \" successfully loaded.\";\n",
       "      } else if (Date.now() < window._bokeh_timeout) {\n",
       "        setTimeout(display_loaded, 100)\n",
       "      }\n",
       "    }\n",
       "\n",
       "    function run_callbacks() {\n",
       "      window._bokeh_onload_callbacks.forEach(function(callback) { callback() });\n",
       "      delete window._bokeh_onload_callbacks\n",
       "      console.info(\"Bokeh: all callbacks have finished\");\n",
       "    }\n",
       "\n",
       "    function load_libs(js_urls, callback) {\n",
       "      window._bokeh_onload_callbacks.push(callback);\n",
       "      if (window._bokeh_is_loading > 0) {\n",
       "        console.log(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
       "        return null;\n",
       "      }\n",
       "      if (js_urls == null || js_urls.length === 0) {\n",
       "        run_callbacks();\n",
       "        return null;\n",
       "      }\n",
       "      console.log(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
       "      window._bokeh_is_loading = js_urls.length;\n",
       "      for (var i = 0; i < js_urls.length; i++) {\n",
       "        var url = js_urls[i];\n",
       "        var s = document.createElement('script');\n",
       "        s.src = url;\n",
       "        s.async = false;\n",
       "        s.onreadystatechange = s.onload = function() {\n",
       "          window._bokeh_is_loading--;\n",
       "          if (window._bokeh_is_loading === 0) {\n",
       "            console.log(\"Bokeh: all BokehJS libraries loaded\");\n",
       "            run_callbacks()\n",
       "          }\n",
       "        };\n",
       "        s.onerror = function() {\n",
       "          console.warn(\"failed to load library \" + url);\n",
       "        };\n",
       "        console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "        document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "      }\n",
       "    };var element = document.getElementById(\"d4c97fd7-bf62-4c95-9076-3f4a0b68b05e\");\n",
       "    if (element == null) {\n",
       "      console.log(\"Bokeh: ERROR: autoload.js configured with elementid 'd4c97fd7-bf62-4c95-9076-3f4a0b68b05e' but no matching script tag was found. \")\n",
       "      return false;\n",
       "    }\n",
       "\n",
       "    var js_urls = [];\n",
       "\n",
       "    var inline_js = [\n",
       "      function(Bokeh) {\n",
       "        (function() {\n",
       "          var fn = function() {\n",
       "            var docs_json = 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Application\",\"version\":\"0.12.5\"}};\n",
       "            var render_items = [{\"docid\":\"1ccef53c-bd4a-4743-9264-2c89404b8e73\",\"elementid\":\"d4c97fd7-bf62-4c95-9076-3f4a0b68b05e\",\"modelid\":\"e119f172-c857-407a-8074-18790c7d3e1e\"}];\n",
       "            \n",
       "            Bokeh.embed.embed_items(docs_json, render_items);\n",
       "          };\n",
       "          if (document.readyState != \"loading\") fn();\n",
       "          else document.addEventListener(\"DOMContentLoaded\", fn);\n",
       "        })();\n",
       "\n",
       "      },\n",
       "      function(Bokeh) {\n",
       "      }\n",
       "    ];\n",
       "\n",
       "    function run_inline_js() {\n",
       "      \n",
       "      if ((window.Bokeh !== undefined) || (force === true)) {\n",
       "        for (var i = 0; i < inline_js.length; i++) {\n",
       "          inline_js[i](window.Bokeh);\n",
       "        }if (force === true) {\n",
       "          display_loaded();\n",
       "        }} else if (Date.now() < window._bokeh_timeout) {\n",
       "        setTimeout(run_inline_js, 100);\n",
       "      } else if (!window._bokeh_failed_load) {\n",
       "        console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
       "        window._bokeh_failed_load = true;\n",
       "      } else if (force !== true) {\n",
       "        var cell = $(document.getElementById(\"d4c97fd7-bf62-4c95-9076-3f4a0b68b05e\")).parents('.cell').data().cell;\n",
       "        cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
       "      }\n",
       "\n",
       "    }\n",
       "\n",
       "    if (window._bokeh_is_loading === 0) {\n",
       "      console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
       "      run_inline_js();\n",
       "    } else {\n",
       "      load_libs(js_urls, function() {\n",
       "        console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n",
       "        run_inline_js();\n",
       "      });\n",
       "    }\n",
       "  }(this));\n",
       "</script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# リスト7.1.12：辞書を利用\n",
    "data_dict = {\"x\": [1, 2], \"y\": [1, 1], \"text\": [\"a\", \"b\"]}\n",
    "p = figure(plot_width=200, plot_height=200, x_range=(0.5, 2.5))\n",
    "p.circle(x=\"x\", y=\"y\", source=data_dict)\n",
    "p.line(x=\"x\", y=\"y\", source=data_dict)\n",
    "p.text(x=\"x\", y=\"y\", text=\"text\", source=data_dict)\n",
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "    <div class=\"bk-root\">\n",
       "        <div class=\"bk-plotdiv\" id=\"8199104c-939f-4e99-8195-14ac130efa0e\"></div>\n",
       "    </div>\n",
       "<script type=\"text/javascript\">\n",
       "  \n",
       "  (function(global) {\n",
       "    function now() {\n",
       "      return new Date();\n",
       "    }\n",
       "\n",
       "    var force = false;\n",
       "\n",
       "    if (typeof (window._bokeh_onload_callbacks) === \"undefined\" || force === true) {\n",
       "      window._bokeh_onload_callbacks = [];\n",
       "      window._bokeh_is_loading = undefined;\n",
       "    }\n",
       "\n",
       "\n",
       "    \n",
       "    if (typeof (window._bokeh_timeout) === \"undefined\" || force === true) {\n",
       "      window._bokeh_timeout = Date.now() + 0;\n",
       "      window._bokeh_failed_load = false;\n",
       "    }\n",
       "\n",
       "    var NB_LOAD_WARNING = {'data': {'text/html':\n",
       "       \"<div style='background-color: #fdd'>\\n\"+\n",
       "       \"<p>\\n\"+\n",
       "       \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n",
       "       \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n",
       "       \"</p>\\n\"+\n",
       "       \"<ul>\\n\"+\n",
       "       \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n",
       "       \"<li>use INLINE resources instead, as so:</li>\\n\"+\n",
       "       \"</ul>\\n\"+\n",
       "       \"<code>\\n\"+\n",
       "       \"from bokeh.resources import INLINE\\n\"+\n",
       "       \"output_notebook(resources=INLINE)\\n\"+\n",
       "       \"</code>\\n\"+\n",
       "       \"</div>\"}};\n",
       "\n",
       "    function display_loaded() {\n",
       "      if (window.Bokeh !== undefined) {\n",
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       "        el.textContent = \"BokehJS \" + Bokeh.version + \" successfully loaded.\";\n",
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       "        setTimeout(display_loaded, 100)\n",
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       "    }\n",
       "\n",
       "    function run_callbacks() {\n",
       "      window._bokeh_onload_callbacks.forEach(function(callback) { callback() });\n",
       "      delete window._bokeh_onload_callbacks\n",
       "      console.info(\"Bokeh: all callbacks have finished\");\n",
       "    }\n",
       "\n",
       "    function load_libs(js_urls, callback) {\n",
       "      window._bokeh_onload_callbacks.push(callback);\n",
       "      if (window._bokeh_is_loading > 0) {\n",
       "        console.log(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
       "        return null;\n",
       "      }\n",
       "      if (js_urls == null || js_urls.length === 0) {\n",
       "        run_callbacks();\n",
       "        return null;\n",
       "      }\n",
       "      console.log(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
       "      window._bokeh_is_loading = js_urls.length;\n",
       "      for (var i = 0; i < js_urls.length; i++) {\n",
       "        var url = js_urls[i];\n",
       "        var s = document.createElement('script');\n",
       "        s.src = url;\n",
       "        s.async = false;\n",
       "        s.onreadystatechange = s.onload = function() {\n",
       "          window._bokeh_is_loading--;\n",
       "          if (window._bokeh_is_loading === 0) {\n",
       "            console.log(\"Bokeh: all BokehJS libraries loaded\");\n",
       "            run_callbacks()\n",
       "          }\n",
       "        };\n",
       "        s.onerror = function() {\n",
       "          console.warn(\"failed to load library \" + url);\n",
       "        };\n",
       "        console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "        document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "      }\n",
       "    };var element = document.getElementById(\"8199104c-939f-4e99-8195-14ac130efa0e\");\n",
       "    if (element == null) {\n",
       "      console.log(\"Bokeh: ERROR: autoload.js configured with elementid '8199104c-939f-4e99-8195-14ac130efa0e' but no matching script tag was found. \")\n",
       "      return false;\n",
       "    }\n",
       "\n",
       "    var js_urls = [];\n",
       "\n",
       "    var inline_js = [\n",
       "      function(Bokeh) {\n",
       "        (function() {\n",
       "          var fn = function() {\n",
       "            var docs_json = 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       "            var render_items = [{\"docid\":\"81bb46b6-9a49-414b-a22f-105c86389db1\",\"elementid\":\"8199104c-939f-4e99-8195-14ac130efa0e\",\"modelid\":\"57349699-0611-462f-bd93-626171ee2dd1\"}];\n",
       "            \n",
       "            Bokeh.embed.embed_items(docs_json, render_items);\n",
       "          };\n",
       "          if (document.readyState != \"loading\") fn();\n",
       "          else document.addEventListener(\"DOMContentLoaded\", fn);\n",
       "        })();\n",
       "\n",
       "      },\n",
       "      function(Bokeh) {\n",
       "      }\n",
       "    ];\n",
       "\n",
       "    function run_inline_js() {\n",
       "      \n",
       "      if ((window.Bokeh !== undefined) || (force === true)) {\n",
       "        for (var i = 0; i < inline_js.length; i++) {\n",
       "          inline_js[i](window.Bokeh);\n",
       "        }if (force === true) {\n",
       "          display_loaded();\n",
       "        }} else if (Date.now() < window._bokeh_timeout) {\n",
       "        setTimeout(run_inline_js, 100);\n",
       "      } else if (!window._bokeh_failed_load) {\n",
       "        console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
       "        window._bokeh_failed_load = true;\n",
       "      } else if (force !== true) {\n",
       "        var cell = $(document.getElementById(\"8199104c-939f-4e99-8195-14ac130efa0e\")).parents('.cell').data().cell;\n",
       "        cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
       "      }\n",
       "\n",
       "    }\n",
       "\n",
       "    if (window._bokeh_is_loading === 0) {\n",
       "      console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
       "      run_inline_js();\n",
       "    } else {\n",
       "      load_libs(js_urls, function() {\n",
       "        console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n",
       "        run_inline_js();\n",
       "      });\n",
       "    }\n",
       "  }(this));\n",
       "</script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# リスト7.1.13：DataFrameを利用\n",
    "import pandas as pd\n",
    "\n",
    "df = pd.DataFrame(data_dict)\n",
    "p = figure(plot_width=200, plot_height=200, x_range=(0.5, 2.5))\n",
    "p.circle(x=\"x\", y=\"y\", source=df)\n",
    "p.line(x=\"x\", y=\"y\", source=df)\n",
    "p.text(x=\"x\", y=\"y\", text=\"text\", source=df)\n",
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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