{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "    <div class=\"bk-root\">\n",
       "        <a href=\"https://bokeh.pydata.org\" target=\"_blank\" class=\"bk-logo bk-logo-small bk-logo-notebook\"></a>\n",
       "        <span id=\"06736a46-a747-4610-8aac-b10928fd751e\">Loading BokehJS ...</span>\n",
       "    </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "\n",
       "(function(root) {\n",
       "  function now() {\n",
       "    return new Date();\n",
       "  }\n",
       "\n",
       "  var force = true;\n",
       "\n",
       "  if (typeof (root._bokeh_onload_callbacks) === \"undefined\" || force === true) {\n",
       "    root._bokeh_onload_callbacks = [];\n",
       "    root._bokeh_is_loading = undefined;\n",
       "  }\n",
       "\n",
       "  var JS_MIME_TYPE = 'application/javascript';\n",
       "  var HTML_MIME_TYPE = 'text/html';\n",
       "  var EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n",
       "  var CLASS_NAME = 'output_bokeh rendered_html';\n",
       "\n",
       "  /**\n",
       "   * Render data to the DOM node\n",
       "   */\n",
       "  function render(props, node) {\n",
       "    var script = document.createElement(\"script\");\n",
       "    node.appendChild(script);\n",
       "  }\n",
       "\n",
       "  /**\n",
       "   * Handle when an output is cleared or removed\n",
       "   */\n",
       "  function handleClearOutput(event, handle) {\n",
       "    var cell = handle.cell;\n",
       "\n",
       "    var id = cell.output_area._bokeh_element_id;\n",
       "    var server_id = cell.output_area._bokeh_server_id;\n",
       "    // Clean up Bokeh references\n",
       "    if (id !== undefined) {\n",
       "      Bokeh.index[id].model.document.clear();\n",
       "      delete Bokeh.index[id];\n",
       "    }\n",
       "\n",
       "    if (server_id !== undefined) {\n",
       "      // Clean up Bokeh references\n",
       "      var cmd = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n",
       "      cell.notebook.kernel.execute(cmd, {\n",
       "        iopub: {\n",
       "          output: function(msg) {\n",
       "            var element_id = msg.content.text.trim();\n",
       "            Bokeh.index[element_id].model.document.clear();\n",
       "            delete Bokeh.index[element_id];\n",
       "          }\n",
       "        }\n",
       "      });\n",
       "      // Destroy server and session\n",
       "      var cmd = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n",
       "      cell.notebook.kernel.execute(cmd);\n",
       "    }\n",
       "  }\n",
       "\n",
       "  /**\n",
       "   * Handle when a new output is added\n",
       "   */\n",
       "  function handleAddOutput(event, handle) {\n",
       "    var output_area = handle.output_area;\n",
       "    var output = handle.output;\n",
       "\n",
       "    // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n",
       "    if ((output.output_type != \"display_data\") || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n",
       "      return\n",
       "    }\n",
       "\n",
       "    var toinsert = output_area.element.find(`.${CLASS_NAME.split(' ')[0]}`);\n",
       "\n",
       "    if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n",
       "      toinsert[0].firstChild.textContent = output.data[JS_MIME_TYPE];\n",
       "      // store reference to embed id on output_area\n",
       "      output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n",
       "    }\n",
       "    if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n",
       "      var bk_div = document.createElement(\"div\");\n",
       "      bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n",
       "      var script_attrs = bk_div.children[0].attributes;\n",
       "      for (var i = 0; i < script_attrs.length; i++) {\n",
       "        toinsert[0].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n",
       "      }\n",
       "      // store reference to server id on output_area\n",
       "      output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n",
       "    }\n",
       "  }\n",
       "\n",
       "  function register_renderer(events, OutputArea) {\n",
       "\n",
       "    function append_mime(data, metadata, element) {\n",
       "      // create a DOM node to render to\n",
       "      var toinsert = this.create_output_subarea(\n",
       "        metadata,\n",
       "        CLASS_NAME,\n",
       "        EXEC_MIME_TYPE\n",
       "      );\n",
       "      this.keyboard_manager.register_events(toinsert);\n",
       "      // Render to node\n",
       "      var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n",
       "      render(props, toinsert[0]);\n",
       "      element.append(toinsert);\n",
       "      return toinsert\n",
       "    }\n",
       "\n",
       "    /* Handle when an output is cleared or removed */\n",
       "    events.on('clear_output.CodeCell', handleClearOutput);\n",
       "    events.on('delete.Cell', handleClearOutput);\n",
       "\n",
       "    /* Handle when a new output is added */\n",
       "    events.on('output_added.OutputArea', handleAddOutput);\n",
       "\n",
       "    /**\n",
       "     * Register the mime type and append_mime function with output_area\n",
       "     */\n",
       "    OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n",
       "      /* Is output safe? */\n",
       "      safe: true,\n",
       "      /* Index of renderer in `output_area.display_order` */\n",
       "      index: 0\n",
       "    });\n",
       "  }\n",
       "\n",
       "  // register the mime type if in Jupyter Notebook environment and previously unregistered\n",
       "  if (root.Jupyter !== undefined) {\n",
       "    var events = require('base/js/events');\n",
       "    var OutputArea = require('notebook/js/outputarea').OutputArea;\n",
       "\n",
       "    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n",
       "      register_renderer(events, OutputArea);\n",
       "    }\n",
       "  }\n",
       "\n",
       "  \n",
       "  if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n",
       "    root._bokeh_timeout = Date.now() + 5000;\n",
       "    root._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",
       "    var el = document.getElementById(\"06736a46-a747-4610-8aac-b10928fd751e\");\n",
       "    if (el != null) {\n",
       "      el.textContent = \"BokehJS is loading...\";\n",
       "    }\n",
       "    if (root.Bokeh !== undefined) {\n",
       "      if (el != null) {\n",
       "        el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n",
       "      }\n",
       "    } else if (Date.now() < root._bokeh_timeout) {\n",
       "      setTimeout(display_loaded, 100)\n",
       "    }\n",
       "  }\n",
       "\n",
       "\n",
       "  function run_callbacks() {\n",
       "    try {\n",
       "      root._bokeh_onload_callbacks.forEach(function(callback) { callback() });\n",
       "    }\n",
       "    finally {\n",
       "      delete root._bokeh_onload_callbacks\n",
       "    }\n",
       "    console.info(\"Bokeh: all callbacks have finished\");\n",
       "  }\n",
       "\n",
       "  function load_libs(js_urls, callback) {\n",
       "    root._bokeh_onload_callbacks.push(callback);\n",
       "    if (root._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",
       "    root._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",
       "        root._bokeh_is_loading--;\n",
       "        if (root._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(\"06736a46-a747-4610-8aac-b10928fd751e\");\n",
       "  if (element == null) {\n",
       "    console.log(\"Bokeh: ERROR: autoload.js configured with elementid '06736a46-a747-4610-8aac-b10928fd751e' but no matching script tag was found. \")\n",
       "    return false;\n",
       "  }\n",
       "\n",
       "  var js_urls = [\"https://cdn.pydata.org/bokeh/release/bokeh-0.12.10.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.10.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-tables-0.12.10.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-gl-0.12.10.min.js\"];\n",
       "\n",
       "  var inline_js = [\n",
       "    function(Bokeh) {\n",
       "      Bokeh.set_log_level(\"info\");\n",
       "    },\n",
       "    \n",
       "    function(Bokeh) {\n",
       "      \n",
       "    },\n",
       "    function(Bokeh) {\n",
       "      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-0.12.10.min.css\");\n",
       "      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-0.12.10.min.css\");\n",
       "      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.10.min.css\");\n",
       "      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.10.min.css\");\n",
       "      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-tables-0.12.10.min.css\");\n",
       "      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-tables-0.12.10.min.css\");\n",
       "    }\n",
       "  ];\n",
       "\n",
       "  function run_inline_js() {\n",
       "    \n",
       "    if ((root.Bokeh !== undefined) || (force === true)) {\n",
       "      for (var i = 0; i < inline_js.length; i++) {\n",
       "        inline_js[i].call(root, root.Bokeh);\n",
       "      }if (force === true) {\n",
       "        display_loaded();\n",
       "      }} else if (Date.now() < root._bokeh_timeout) {\n",
       "      setTimeout(run_inline_js, 100);\n",
       "    } else if (!root._bokeh_failed_load) {\n",
       "      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
       "      root._bokeh_failed_load = true;\n",
       "    } else if (force !== true) {\n",
       "      var cell = $(document.getElementById(\"06736a46-a747-4610-8aac-b10928fd751e\")).parents('.cell').data().cell;\n",
       "      cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
       "    }\n",
       "\n",
       "  }\n",
       "\n",
       "  if (root._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",
       "}(window));"
      ],
      "application/vnd.bokehjs_load.v0+json": "\n(function(root) {\n  function now() {\n    return new Date();\n  }\n\n  var force = true;\n\n  if (typeof (root._bokeh_onload_callbacks) === \"undefined\" || force === true) {\n    root._bokeh_onload_callbacks = [];\n    root._bokeh_is_loading = undefined;\n  }\n\n  \n\n  \n  if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n    root._bokeh_timeout = Date.now() + 5000;\n    root._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    var el = document.getElementById(\"06736a46-a747-4610-8aac-b10928fd751e\");\n    if (el != null) {\n      el.textContent = \"BokehJS is loading...\";\n    }\n    if (root.Bokeh !== undefined) {\n      if (el != null) {\n        el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n      }\n    } else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(display_loaded, 100)\n    }\n  }\n\n\n  function run_callbacks() {\n    try {\n      root._bokeh_onload_callbacks.forEach(function(callback) { callback() });\n    }\n    finally {\n      delete root._bokeh_onload_callbacks\n    }\n    console.info(\"Bokeh: all callbacks have finished\");\n  }\n\n  function load_libs(js_urls, callback) {\n    root._bokeh_onload_callbacks.push(callback);\n    if (root._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    root._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        root._bokeh_is_loading--;\n        if (root._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(\"06736a46-a747-4610-8aac-b10928fd751e\");\n  if (element == null) {\n    console.log(\"Bokeh: ERROR: autoload.js configured with elementid '06736a46-a747-4610-8aac-b10928fd751e' but no matching script tag was found. \")\n    return false;\n  }\n\n  var js_urls = [\"https://cdn.pydata.org/bokeh/release/bokeh-0.12.10.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.10.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-tables-0.12.10.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-gl-0.12.10.min.js\"];\n\n  var inline_js = [\n    function(Bokeh) {\n      Bokeh.set_log_level(\"info\");\n    },\n    \n    function(Bokeh) {\n      \n    },\n    function(Bokeh) {\n      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-0.12.10.min.css\");\n      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-0.12.10.min.css\");\n      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.10.min.css\");\n      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.10.min.css\");\n      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-tables-0.12.10.min.css\");\n      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-tables-0.12.10.min.css\");\n    }\n  ];\n\n  function run_inline_js() {\n    \n    if ((root.Bokeh !== undefined) || (force === true)) {\n      for (var i = 0; i < inline_js.length; i++) {\n        inline_js[i].call(root, root.Bokeh);\n      }if (force === true) {\n        display_loaded();\n      }} else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(run_inline_js, 100);\n    } else if (!root._bokeh_failed_load) {\n      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n      root._bokeh_failed_load = true;\n    } else if (force !== true) {\n      var cell = $(document.getElementById(\"06736a46-a747-4610-8aac-b10928fd751e\")).parents('.cell').data().cell;\n      cell.output_area.append_execute_result(NB_LOAD_WARNING)\n    }\n\n  }\n\n  if (root._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}(window));"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "\n",
       "<div class=\"bk-root\">\n",
       "    <div class=\"bk-plotdiv\" id=\"637baaa4-626d-4800-93e7-610e7b3c4061\"></div>\n",
       "</div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function embed_document(root) {\n",
       "    var docs_json = {\"04a7f69c-47f0-4cf8-a475-321be63bfbc7\":{\"roots\":{\"references\":[{\"attributes\":{\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"line_width\":{\"value\":4},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"432f0108-21aa-4f56-af33-addb99247425\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"a98360da-b3dc-4e59-a14a-0775af70a780\",\"type\":\"LinearScale\"},{\"attributes\":{\"plot\":null,\"text\":\"\"},\"id\":\"d2866814-0234-4b27-b1bb-d2b5cd10ecf4\",\"type\":\"Title\"},{\"attributes\":{\"callback\":null},\"id\":\"fba75cf0-409f-4fbf-a687-f8c80dd8c7bd\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"8d2a582d-caab-41eb-b5cc-3d9fdf8fbadd\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"formatter\":{\"id\":\"8d2a582d-caab-41eb-b5cc-3d9fdf8fbadd\",\"type\":\"BasicTickFormatter\"},\"plot\":{\"id\":\"53ec9e0d-b59d-4e77-bdec-3edd1181fdb0\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"b87c9bb6-bea6-4f36-a0bd-e6132f5b93ec\",\"type\":\"BasicTicker\"}},\"id\":\"04e0e4f4-0078-4c10-b2c8-4a478687cdbe\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"b87c9bb6-bea6-4f36-a0bd-e6132f5b93ec\",\"type\":\"BasicTicker\"},{\"attributes\":{\"plot\":{\"id\":\"53ec9e0d-b59d-4e77-bdec-3edd1181fdb0\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"b87c9bb6-bea6-4f36-a0bd-e6132f5b93ec\",\"type\":\"BasicTicker\"}},\"id\":\"e0790d59-0fc9-4cf5-bec8-7bf47fee334d\",\"type\":\"Grid\"},{\"attributes\":{\"formatter\":{\"id\":\"b13d8147-893d-4817-a354-5b0398aeb134\",\"type\":\"BasicTickFormatter\"},\"plot\":{\"id\":\"53ec9e0d-b59d-4e77-bdec-3edd1181fdb0\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"086279bf-1f60-4341-85bb-c813c712d69a\",\"type\":\"BasicTicker\"}},\"id\":\"1c027e91-aa39-42f7-a891-e87a6e6d0a15\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"086279bf-1f60-4341-85bb-c813c712d69a\",\"type\":\"BasicTicker\"},{\"attributes\":{\"dimension\":1,\"plot\":{\"id\":\"53ec9e0d-b59d-4e77-bdec-3edd1181fdb0\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"086279bf-1f60-4341-85bb-c813c712d69a\",\"type\":\"BasicTicker\"}},\"id\":\"c32eb018-f42e-4f4b-8220-808045497dd1\",\"type\":\"Grid\"},{\"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\":\"77787025-e98b-4b2b-9296-e44a6044d91e\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"9c9c61c1-e885-468d-aaa8-f962abbb0f32\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"9277819d-5474-4fc1-b4f1-6e88de9b70f2\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"overlay\":{\"id\":\"77787025-e98b-4b2b-9296-e44a6044d91e\",\"type\":\"BoxAnnotation\"}},\"id\":\"06418539-0583-4906-bf28-88a4b19f333f\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"6794efdf-d824-4546-9261-ba73ecf79609\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"fad30556-a685-463e-bc38-ad7a0cd9b632\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"a69dd8a8-88f8-4ffb-bd98-aab6f89f51b4\",\"type\":\"HelpTool\"},{\"attributes\":{\"callback\":null},\"id\":\"48cf4731-d7a3-4446-8a79-2bc5b31ff9fd\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"b13d8147-893d-4817-a354-5b0398aeb134\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"callback\":null,\"column_names\":[\"x\",\"y\"],\"data\":{\"x\":[0,1,2],\"y\":[1,2,3]}},\"id\":\"59add0a5-6cf9-4868-aa61-08135228f56d\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"59add0a5-6cf9-4868-aa61-08135228f56d\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"d32ae94b-fe03-435a-a29a-e82b6b0261e1\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"432f0108-21aa-4f56-af33-addb99247425\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"5b5b83e1-8e0f-4b1d-8c41-e7b81bc1b09c\",\"type\":\"CDSView\"}},\"id\":\"683af307-6cd7-41db-96bd-3d63735f3e90\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"below\":[{\"id\":\"04e0e4f4-0078-4c10-b2c8-4a478687cdbe\",\"type\":\"LinearAxis\"}],\"left\":[{\"id\":\"1c027e91-aa39-42f7-a891-e87a6e6d0a15\",\"type\":\"LinearAxis\"}],\"plot_height\":200,\"plot_width\":200,\"renderers\":[{\"id\":\"04e0e4f4-0078-4c10-b2c8-4a478687cdbe\",\"type\":\"LinearAxis\"},{\"id\":\"e0790d59-0fc9-4cf5-bec8-7bf47fee334d\",\"type\":\"Grid\"},{\"id\":\"1c027e91-aa39-42f7-a891-e87a6e6d0a15\",\"type\":\"LinearAxis\"},{\"id\":\"c32eb018-f42e-4f4b-8220-808045497dd1\",\"type\":\"Grid\"},{\"id\":\"77787025-e98b-4b2b-9296-e44a6044d91e\",\"type\":\"BoxAnnotation\"},{\"id\":\"683af307-6cd7-41db-96bd-3d63735f3e90\",\"type\":\"GlyphRenderer\"}],\"title\":{\"id\":\"d2866814-0234-4b27-b1bb-d2b5cd10ecf4\",\"type\":\"Title\"},\"toolbar\":{\"id\":\"b36e6fd9-3200-4276-a9e9-51253f507da5\",\"type\":\"Toolbar\"},\"x_range\":{\"id\":\"48cf4731-d7a3-4446-8a79-2bc5b31ff9fd\",\"type\":\"DataRange1d\"},\"x_scale\":{\"id\":\"5dcc87ef-dc6b-4a19-8576-931aab6da8fd\",\"type\":\"LinearScale\"},\"y_range\":{\"id\":\"fba75cf0-409f-4fbf-a687-f8c80dd8c7bd\",\"type\":\"DataRange1d\"},\"y_scale\":{\"id\":\"a98360da-b3dc-4e59-a14a-0775af70a780\",\"type\":\"LinearScale\"}},\"id\":\"53ec9e0d-b59d-4e77-bdec-3edd1181fdb0\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"9c9c61c1-e885-468d-aaa8-f962abbb0f32\",\"type\":\"PanTool\"},{\"id\":\"9277819d-5474-4fc1-b4f1-6e88de9b70f2\",\"type\":\"WheelZoomTool\"},{\"id\":\"06418539-0583-4906-bf28-88a4b19f333f\",\"type\":\"BoxZoomTool\"},{\"id\":\"6794efdf-d824-4546-9261-ba73ecf79609\",\"type\":\"SaveTool\"},{\"id\":\"fad30556-a685-463e-bc38-ad7a0cd9b632\",\"type\":\"ResetTool\"},{\"id\":\"a69dd8a8-88f8-4ffb-bd98-aab6f89f51b4\",\"type\":\"HelpTool\"}]},\"id\":\"b36e6fd9-3200-4276-a9e9-51253f507da5\",\"type\":\"Toolbar\"},{\"attributes\":{\"source\":{\"id\":\"59add0a5-6cf9-4868-aa61-08135228f56d\",\"type\":\"ColumnDataSource\"}},\"id\":\"5b5b83e1-8e0f-4b1d-8c41-e7b81bc1b09c\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"5dcc87ef-dc6b-4a19-8576-931aab6da8fd\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_color\":{\"value\":\"#1f77b4\"},\"line_width\":{\"value\":4},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"d32ae94b-fe03-435a-a29a-e82b6b0261e1\",\"type\":\"Line\"}],\"root_ids\":[\"53ec9e0d-b59d-4e77-bdec-3edd1181fdb0\"]},\"title\":\"Bokeh Application\",\"version\":\"0.12.10\"}};\n",
       "    var render_items = [{\"docid\":\"04a7f69c-47f0-4cf8-a475-321be63bfbc7\",\"elementid\":\"637baaa4-626d-4800-93e7-610e7b3c4061\",\"modelid\":\"53ec9e0d-b59d-4e77-bdec-3edd1181fdb0\"}];\n",
       "\n",
       "    root.Bokeh.embed.embed_items(docs_json, render_items);\n",
       "  }\n",
       "\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        embed_document(root);\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "      attempts++;\n",
       "      if (attempts > 100) {\n",
       "        console.log(\"Bokeh: ERROR: Unable to embed document because BokehJS library is missing\")\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "53ec9e0d-b59d-4e77-bdec-3edd1181fdb0"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from bokeh.plotting import figure, output_notebook, show\n",
    "\n",
    "output_notebook()\n",
    "p = figure(plot_width=200, plot_height=200)\n",
    "p.line([0, 1, 2], [1, 2, 3], line_width=4)\n",
    "\n",
    "show(p) #線の太さの設定"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<div class=\"bk-root\">\n",
       "    <div class=\"bk-plotdiv\" id=\"f6fc88f3-097e-4aad-a181-d12874e67ce0\"></div>\n",
       "</div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function embed_document(root) {\n",
       "    var docs_json = {\"37563164-e29a-4c05-9f5d-d47a1bbb30e3\":{\"roots\":{\"references\":[{\"attributes\":{\"callback\":null},\"id\":\"8960d723-54bf-445c-8c40-a42cc7c4e29f\",\"type\":\"DataRange1d\"},{\"attributes\":{\"dimension\":1,\"plot\":{\"id\":\"99b66f42-7743-4819-8beb-88cc734df7e8\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"eff65350-ad6d-4b2b-8881-661324d6d41a\",\"type\":\"BasicTicker\"}},\"id\":\"6e28c045-48c0-4e08-aec7-26df7ee6ea6f\",\"type\":\"Grid\"},{\"attributes\":{\"overlay\":{\"id\":\"73e1ed5e-9df2-4547-b9c7-4a9a32f7bd44\",\"type\":\"BoxAnnotation\"}},\"id\":\"6522d78d-b341-458d-92b7-fb23d6e9db45\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"c707f5fc-6129-41f9-9f84-b2e72c43f7c2\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"line_width\":{\"value\":4},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"d5a067f0-7e33-477b-a8d6-f39716dc0a8d\",\"type\":\"Line\"},{\"attributes\":{\"plot\":{\"id\":\"99b66f42-7743-4819-8beb-88cc734df7e8\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"16d156d3-a9cf-4c0f-be89-a32d47aece9d\",\"type\":\"BasicTicker\"}},\"id\":\"d9a60e07-4e5e-40f6-9c40-813749cb60b2\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"4cf0104f-bca1-4851-8aa0-5bead1f39a57\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"below\":[{\"id\":\"aa2102ee-b30c-460b-aa41-ac4e1efdeb5e\",\"type\":\"LinearAxis\"}],\"left\":[{\"id\":\"540e6aa3-3089-48a6-a3d4-937db25aad2d\",\"type\":\"LinearAxis\"}],\"plot_height\":200,\"plot_width\":200,\"renderers\":[{\"id\":\"aa2102ee-b30c-460b-aa41-ac4e1efdeb5e\",\"type\":\"LinearAxis\"},{\"id\":\"d9a60e07-4e5e-40f6-9c40-813749cb60b2\",\"type\":\"Grid\"},{\"id\":\"540e6aa3-3089-48a6-a3d4-937db25aad2d\",\"type\":\"LinearAxis\"},{\"id\":\"6e28c045-48c0-4e08-aec7-26df7ee6ea6f\",\"type\":\"Grid\"},{\"id\":\"73e1ed5e-9df2-4547-b9c7-4a9a32f7bd44\",\"type\":\"BoxAnnotation\"},{\"id\":\"69e3497e-b6c2-406e-a277-6a8b25f02ac0\",\"type\":\"GlyphRenderer\"},{\"id\":\"8f916fd1-5ae5-47ba-99ea-9851c1743880\",\"type\":\"GlyphRenderer\"}],\"title\":{\"id\":\"ec154e5f-fc60-4e8c-99d7-59e52ba10055\",\"type\":\"Title\"},\"toolbar\":{\"id\":\"fd024862-543c-41af-a8a5-ce47ba8829e2\",\"type\":\"Toolbar\"},\"x_range\":{\"id\":\"0afb1057-c4c3-4cbc-a81f-ab728b6b3e8e\",\"type\":\"DataRange1d\"},\"x_scale\":{\"id\":\"b9520bc7-f125-4fb7-a930-de3789cf182c\",\"type\":\"LinearScale\"},\"y_range\":{\"id\":\"8960d723-54bf-445c-8c40-a42cc7c4e29f\",\"type\":\"DataRange1d\"},\"y_scale\":{\"id\":\"fecc3884-9acd-4ae3-b958-bd50cfebc265\",\"type\":\"LinearScale\"}},\"id\":\"99b66f42-7743-4819-8beb-88cc734df7e8\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"formatter\":{\"id\":\"c707f5fc-6129-41f9-9f84-b2e72c43f7c2\",\"type\":\"BasicTickFormatter\"},\"plot\":{\"id\":\"99b66f42-7743-4819-8beb-88cc734df7e8\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"16d156d3-a9cf-4c0f-be89-a32d47aece9d\",\"type\":\"BasicTicker\"}},\"id\":\"aa2102ee-b30c-460b-aa41-ac4e1efdeb5e\",\"type\":\"LinearAxis\"},{\"attributes\":{\"callback\":null},\"id\":\"0afb1057-c4c3-4cbc-a81f-ab728b6b3e8e\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_color\":{\"value\":\"red\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1d6dfd7a-e0c9-492d-8b55-13e7b231e3cd\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"583c9b03-b704-4423-b137-a09c3ffe081d\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"fecc3884-9acd-4ae3-b958-bd50cfebc265\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"b9520bc7-f125-4fb7-a930-de3789cf182c\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"ebadab61-3b25-4cdb-828c-1885096e7432\",\"type\":\"SaveTool\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"4c89cc99-f072-4e5c-9a68-d60cf66c6608\",\"type\":\"PanTool\"},{\"id\":\"583c9b03-b704-4423-b137-a09c3ffe081d\",\"type\":\"WheelZoomTool\"},{\"id\":\"6522d78d-b341-458d-92b7-fb23d6e9db45\",\"type\":\"BoxZoomTool\"},{\"id\":\"ebadab61-3b25-4cdb-828c-1885096e7432\",\"type\":\"SaveTool\"},{\"id\":\"d9d360c9-979d-49fb-a323-472cfe713704\",\"type\":\"ResetTool\"},{\"id\":\"5f7c8644-3a82-448e-a096-e8314d54b0dc\",\"type\":\"HelpTool\"}]},\"id\":\"fd024862-543c-41af-a8a5-ce47ba8829e2\",\"type\":\"Toolbar\"},{\"attributes\":{\"source\":{\"id\":\"12d77393-4673-49ce-9a1d-5b6eecde42b3\",\"type\":\"ColumnDataSource\"}},\"id\":\"6e7caadd-bd28-44cc-8930-08cad82d6d02\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"column_names\":[\"x\",\"y\"],\"data\":{\"x\":[0,1,2],\"y\":[1,2,3]}},\"id\":\"12d77393-4673-49ce-9a1d-5b6eecde42b3\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"16d156d3-a9cf-4c0f-be89-a32d47aece9d\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"4c89cc99-f072-4e5c-9a68-d60cf66c6608\",\"type\":\"PanTool\"},{\"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\":\"73e1ed5e-9df2-4547-b9c7-4a9a32f7bd44\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"callback\":null,\"column_names\":[\"x\",\"y\"],\"data\":{\"x\":[0.5,1,1.5],\"y\":[1,2,3]}},\"id\":\"4ed9dcd6-a5b6-47d1-a1c9-de463c3f6d5d\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"12d77393-4673-49ce-9a1d-5b6eecde42b3\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1d6dfd7a-e0c9-492d-8b55-13e7b231e3cd\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"06f3302f-b349-4794-9ee0-8588217a5b60\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"6e7caadd-bd28-44cc-8930-08cad82d6d02\",\"type\":\"CDSView\"}},\"id\":\"69e3497e-b6c2-406e-a277-6a8b25f02ac0\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"06f3302f-b349-4794-9ee0-8588217a5b60\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"eff65350-ad6d-4b2b-8881-661324d6d41a\",\"type\":\"BasicTicker\"},{\"attributes\":{\"formatter\":{\"id\":\"4cf0104f-bca1-4851-8aa0-5bead1f39a57\",\"type\":\"BasicTickFormatter\"},\"plot\":{\"id\":\"99b66f42-7743-4819-8beb-88cc734df7e8\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"eff65350-ad6d-4b2b-8881-661324d6d41a\",\"type\":\"BasicTicker\"}},\"id\":\"540e6aa3-3089-48a6-a3d4-937db25aad2d\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"5f7c8644-3a82-448e-a096-e8314d54b0dc\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"d9d360c9-979d-49fb-a323-472cfe713704\",\"type\":\"ResetTool\"},{\"attributes\":{\"plot\":null,\"text\":\"\"},\"id\":\"ec154e5f-fc60-4e8c-99d7-59e52ba10055\",\"type\":\"Title\"},{\"attributes\":{\"source\":{\"id\":\"4ed9dcd6-a5b6-47d1-a1c9-de463c3f6d5d\",\"type\":\"ColumnDataSource\"}},\"id\":\"15480173-93f7-4b39-a362-d4d72baa83d2\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"4ed9dcd6-a5b6-47d1-a1c9-de463c3f6d5d\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"e2fcd265-e82b-4934-8165-fe27b8eaba90\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"d5a067f0-7e33-477b-a8d6-f39716dc0a8d\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"15480173-93f7-4b39-a362-d4d72baa83d2\",\"type\":\"CDSView\"}},\"id\":\"8f916fd1-5ae5-47ba-99ea-9851c1743880\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":{\"value\":\"brown\"},\"line_width\":{\"value\":4},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"e2fcd265-e82b-4934-8165-fe27b8eaba90\",\"type\":\"Line\"}],\"root_ids\":[\"99b66f42-7743-4819-8beb-88cc734df7e8\"]},\"title\":\"Bokeh Application\",\"version\":\"0.12.10\"}};\n",
       "    var render_items = [{\"docid\":\"37563164-e29a-4c05-9f5d-d47a1bbb30e3\",\"elementid\":\"f6fc88f3-097e-4aad-a181-d12874e67ce0\",\"modelid\":\"99b66f42-7743-4819-8beb-88cc734df7e8\"}];\n",
       "\n",
       "    root.Bokeh.embed.embed_items(docs_json, render_items);\n",
       "  }\n",
       "\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        embed_document(root);\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "      attempts++;\n",
       "      if (attempts > 100) {\n",
       "        console.log(\"Bokeh: ERROR: Unable to embed document because BokehJS library is missing\")\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "99b66f42-7743-4819-8beb-88cc734df7e8"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 線の色の設定\n",
    "p = figure(plot_width=200, plot_height=200)\n",
    "p.line([0, 1, 2], [1, 2, 3], line_color='red')\n",
    "p.line([0.5, 1, 1.5], [1, 2, 3], line_width=4, line_color='brown')\n",
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<div class=\"bk-root\">\n",
       "    <div class=\"bk-plotdiv\" id=\"9cdfa619-8c21-4ebe-aebd-84f69cc9e4d3\"></div>\n",
       "</div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function embed_document(root) {\n",
       "    var docs_json = {\"c572900c-34b4-4861-9e95-115ae91f8e5d\":{\"roots\":{\"references\":[{\"attributes\":{},\"id\":\"247518b9-d88a-4f42-b0fb-9a808d039bb8\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"ca0f3740-51d5-40e2-a760-4882b45b6a07\",\"type\":\"BasicTicker\"},{\"attributes\":{\"callback\":null,\"column_names\":[\"x\",\"y\"],\"data\":{\"x\":[0,1],\"y\":[3,3]}},\"id\":\"8b7533dc-574c-4272-b979-73fc3dc0976c\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"dimension\":1,\"plot\":{\"id\":\"f7683b48-85a8-4050-b4d7-a66f54c4b2aa\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"ca0f3740-51d5-40e2-a760-4882b45b6a07\",\"type\":\"BasicTicker\"}},\"id\":\"20968ebc-f83c-46f2-8207-7ec6d9f9d222\",\"type\":\"Grid\"},{\"attributes\":{\"below\":[{\"id\":\"5da921b4-8350-45dc-a2e2-2df4c8a708a2\",\"type\":\"LinearAxis\"}],\"left\":[{\"id\":\"68f04409-3ab5-4406-9726-ebdd85169277\",\"type\":\"LinearAxis\"}],\"plot_height\":200,\"plot_width\":200,\"renderers\":[{\"id\":\"5da921b4-8350-45dc-a2e2-2df4c8a708a2\",\"type\":\"LinearAxis\"},{\"id\":\"35a6f813-f9c2-4bb7-9c78-dc17ca22f365\",\"type\":\"Grid\"},{\"id\":\"68f04409-3ab5-4406-9726-ebdd85169277\",\"type\":\"LinearAxis\"},{\"id\":\"20968ebc-f83c-46f2-8207-7ec6d9f9d222\",\"type\":\"Grid\"},{\"id\":\"a4fee586-9def-446b-a6d9-a8a7df85d763\",\"type\":\"BoxAnnotation\"},{\"id\":\"a2c11017-ceed-4a16-922c-dc14d8a165a6\",\"type\":\"GlyphRenderer\"},{\"id\":\"43cf1e4b-79af-4614-92d8-1d7dca589bbe\",\"type\":\"GlyphRenderer\"},{\"id\":\"5021e4a7-ceb8-4cc1-9d39-5f1f41502822\",\"type\":\"GlyphRenderer\"}],\"title\":{\"id\":\"ee63bcb9-cb7b-4f48-a58a-8cac977884b8\",\"type\":\"Title\"},\"toolbar\":{\"id\":\"6b6f4165-585f-423e-b2b5-85d219a9d972\",\"type\":\"Toolbar\"},\"x_range\":{\"id\":\"19e9639f-ccd1-47ad-83ee-618a8707e03b\",\"type\":\"DataRange1d\"},\"x_scale\":{\"id\":\"7fac5244-0fde-4a5f-a587-c5714c09e90c\",\"type\":\"LinearScale\"},\"y_range\":{\"id\":\"0a2b347d-9a72-405c-86be-0cd76737d005\",\"type\":\"Range1d\"},\"y_scale\":{\"id\":\"bcfc6315-8b04-4e53-bee4-e4c8b72be3f3\",\"type\":\"LinearScale\"}},\"id\":\"f7683b48-85a8-4050-b4d7-a66f54c4b2aa\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"source\":{\"id\":\"8b7533dc-574c-4272-b979-73fc3dc0976c\",\"type\":\"ColumnDataSource\"}},\"id\":\"6a0aa07a-31ba-4b76-8775-70e2c165b13a\",\"type\":\"CDSView\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"bef520ca-c575-4efa-a8e2-9992f7e9037d\",\"type\":\"PanTool\"},{\"id\":\"804e60c6-bb59-4921-9476-3694c324886e\",\"type\":\"WheelZoomTool\"},{\"id\":\"df2248c8-6867-40cf-aac4-877cce80b24d\",\"type\":\"BoxZoomTool\"},{\"id\":\"637a62cd-5dcc-41f0-8a36-e6bc9b804bef\",\"type\":\"SaveTool\"},{\"id\":\"151cb5de-77d6-4ae5-b1b1-4043089d662c\",\"type\":\"ResetTool\"},{\"id\":\"2654e7d4-08e8-479f-a2ed-9ca59b656d72\",\"type\":\"HelpTool\"}]},\"id\":\"6b6f4165-585f-423e-b2b5-85d219a9d972\",\"type\":\"Toolbar\"},{\"attributes\":{\"callback\":null},\"id\":\"19e9639f-ccd1-47ad-83ee-618a8707e03b\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"line_width\":{\"value\":30},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"81cfc112-19b6-4924-9d70-509907272d6e\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"7fac5244-0fde-4a5f-a587-c5714c09e90c\",\"type\":\"LinearScale\"},{\"attributes\":{\"plot\":{\"id\":\"f7683b48-85a8-4050-b4d7-a66f54c4b2aa\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"c1222294-563a-4be5-af83-71e7f0cec6c4\",\"type\":\"BasicTicker\"}},\"id\":\"35a6f813-f9c2-4bb7-9c78-dc17ca22f365\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"bcfc6315-8b04-4e53-bee4-e4c8b72be3f3\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_color\":{\"value\":\"green\"},\"line_width\":{\"value\":30},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30a902be-bc75-4269-a6da-369287dd1d20\",\"type\":\"Line\"},{\"attributes\":{\"formatter\":{\"id\":\"f47e344f-9b59-405e-a7af-e631659d159a\",\"type\":\"BasicTickFormatter\"},\"plot\":{\"id\":\"f7683b48-85a8-4050-b4d7-a66f54c4b2aa\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"c1222294-563a-4be5-af83-71e7f0cec6c4\",\"type\":\"BasicTicker\"}},\"id\":\"5da921b4-8350-45dc-a2e2-2df4c8a708a2\",\"type\":\"LinearAxis\"},{\"attributes\":{\"data_source\":{\"id\":\"8b7533dc-574c-4272-b979-73fc3dc0976c\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"30a902be-bc75-4269-a6da-369287dd1d20\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"81cfc112-19b6-4924-9d70-509907272d6e\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"6a0aa07a-31ba-4b76-8775-70e2c165b13a\",\"type\":\"CDSView\"}},\"id\":\"a2c11017-ceed-4a16-922c-dc14d8a165a6\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"column_names\":[\"x\",\"y\"],\"data\":{\"x\":[0,1],\"y\":[2,2]}},\"id\":\"c3f2a8d9-33b0-43e4-9991-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255, 0, 0.4)\"},\"line_width\":{\"value\":30},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"ba40f0b7-0d48-4210-b6e2-26d86057b718\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"line_width\":{\"value\":30},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"76f8251e-a1ae-41a1-adf1-d6d33979831f\",\"type\":\"Line\"},{\"attributes\":{\"formatter\":{\"id\":\"247518b9-d88a-4f42-b0fb-9a808d039bb8\",\"type\":\"BasicTickFormatter\"},\"plot\":{\"id\":\"f7683b48-85a8-4050-b4d7-a66f54c4b2aa\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"ca0f3740-51d5-40e2-a760-4882b45b6a07\",\"type\":\"BasicTicker\"}},\"id\":\"68f04409-3ab5-4406-9726-ebdd85169277\",\"type\":\"LinearAxis\"},{\"attributes\":{\"source\":{\"id\":\"81e8e5cb-0ad6-477f-8afd-839cdb7f62de\",\"type\":\"ColumnDataSource\"}},\"id\":\"b0bfbeee-9f9f-4976-b010-c153d89118e2\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"81e8e5cb-0ad6-477f-8afd-839cdb7f62de\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"ba40f0b7-0d48-4210-b6e2-26d86057b718\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"76f8251e-a1ae-41a1-adf1-d6d33979831f\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"b0bfbeee-9f9f-4976-b010-c153d89118e2\",\"type\":\"CDSView\"}},\"id\":\"5021e4a7-ceb8-4cc1-9d39-5f1f41502822\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"end\":3.5,\"start\":0.5},\"id\":\"0a2b347d-9a72-405c-86be-0cd76737d005\",\"type\":\"Range1d\"}],\"root_ids\":[\"f7683b48-85a8-4050-b4d7-a66f54c4b2aa\"]},\"title\":\"Bokeh Application\",\"version\":\"0.12.10\"}};\n",
       "    var render_items = [{\"docid\":\"c572900c-34b4-4861-9e95-115ae91f8e5d\",\"elementid\":\"9cdfa619-8c21-4ebe-aebd-84f69cc9e4d3\",\"modelid\":\"f7683b48-85a8-4050-b4d7-a66f54c4b2aa\"}];\n",
       "\n",
       "    root.Bokeh.embed.embed_items(docs_json, render_items);\n",
       "  }\n",
       "\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        embed_document(root);\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "      attempts++;\n",
       "      if (attempts > 100) {\n",
       "        console.log(\"Bokeh: ERROR: Unable to embed document because BokehJS library is missing\")\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "f7683b48-85a8-4050-b4d7-a66f54c4b2aa"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 線の不透明度の設定\n",
    "p = figure(plot_width=200, plot_height=200, y_range=(0.5, 3.5))\n",
    "p.line([0, 1], [3, 3], line_color='green', line_width=30)\n",
    "p.line([0, 1], [2, 2], line_alpha=0.6, line_color='green', line_width=30)\n",
    "p.line([0, 1], [1, 1], line_color=(0, 255, 0, 0.4), line_width=30 )\n",
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<div class=\"bk-root\">\n",
       "    <div class=\"bk-plotdiv\" id=\"5e3034bf-66d3-45de-835a-bb5dc9c74826\"></div>\n",
       "</div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function embed_document(root) {\n",
       "    var docs_json = 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Application\",\"version\":\"0.12.10\"}};\n",
       "    var render_items = [{\"docid\":\"2181a22b-478b-4fd1-9308-c36e8d0f56e2\",\"elementid\":\"5e3034bf-66d3-45de-835a-bb5dc9c74826\",\"modelid\":\"1db8ddd4-fe6a-4e0d-96cb-113176b21d1c\"}];\n",
       "\n",
       "    root.Bokeh.embed.embed_items(docs_json, render_items);\n",
       "  }\n",
       "\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        embed_document(root);\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "      attempts++;\n",
       "      if (attempts > 100) {\n",
       "        console.log(\"Bokeh: ERROR: Unable to embed document because BokehJS library is missing\")\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "1db8ddd4-fe6a-4e0d-96cb-113176b21d1c"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 線の結合店を設定\n",
    "p = figure(plot_width=200, plot_height=200, x_range=(0, 2))\n",
    "\n",
    "for y, line in enumerate(['bevel', 'round', 'miter']):\n",
    "    p.line([0, 1, 0], [y, y + 0.5, y + 1], line_width=10, line_join=line)\n",
    "    p.text(1.5, y + 0.5, text=[line], text_align='center')\n",
    "    \n",
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<div class=\"bk-root\">\n",
       "    <div class=\"bk-plotdiv\" id=\"662c7722-6de6-41c3-bce7-a910179da724\"></div>\n",
       "</div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function embed_document(root) {\n",
       "    var docs_json = 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d\":\"eb3c7658-fd05-42aa-a37c-d1e7efba0067\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"128db7d5-32f0-4efe-8f70-4c09f1f6a113\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"23c19660-d11e-46f6-bdec-005d0124e5ee\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"55120e0e-8a0a-4ad4-aa7c-d28f0667b6ea\",\"type\":\"CDSView\"}},\"id\":\"454f3dcf-6d03-4c09-b291-66fe60b66afd\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"0d474fdb-c308-42aa-9f54-bd4fdbc23b82\",\"type\":\"PanTool\"},{\"attributes\":{\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"x\":{\"value\":2},\"y\":{\"value\":0}},\"id\":\"23c19660-d11e-46f6-bdec-005d0124e5ee\",\"type\":\"Text\"},{\"attributes\":{\"callback\":null,\"end\":2.5,\"start\":-0.5},\"id\":\"020b3034-3c26-4258-b473-38b30850cdd1\",\"type\":\"Range1d\"},{\"attributes\":{\"dimension\":1,\"plot\":{\"id\":\"1c1c4d97-7558-492e-b2d7-5e1a82a4ad6e\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"2de453b6-d649-4f7a-b1b4-fd72457507f1\",\"type\":\"BasicTicker\"}},\"id\":\"b800f8b6-b8c8-4077-8202-df4964865318\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1de10b75-f276-4e88-97c6-fbc9c8523633\",\"type\":\"HelpTool\"},{\"attributes\":{\"line_alpha\":{\"value\":0.1},\"line_cap\":\"round\",\"line_color\":{\"value\":\"#1f77b4\"},\"line_width\":{\"value\":20},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6e0cf160-6aad-49a0-b93b-2cdba443da54\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"8bc3e57e-57ec-4024-9977-eb1c4d44907f\",\"type\":\"ColumnDataSource\"}},\"id\":\"1542282f-2a4a-4465-861e-4f871d9a7be9\",\"type\":\"CDSView\"},{\"attributes\":{\"plot\":null,\"text\":\"\"},\"id\":\"51852433-19db-4ad6-af57-a935594ebc04\",\"type\":\"Title\"},{\"attributes\":{\"callback\":null,\"column_names\":[\"text\"],\"data\":{\"text\":[\"square\"]}},\"id\":\"eb3c7658-fd05-42aa-a37c-d1e7efba0067\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"0ec7ad20-848c-4d6e-98dc-489a26811483\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"91567a46-b2ef-4fd4-a8b1-2d2720f57b56\",\"type\":\"ResetTool\"},{\"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\":\"a91e3d79-ee23-43a1-98f0-40ad79403079\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"9265106d-4ecf-4777-8e2f-abf9198308b5\",\"type\":\"LinearScale\"},{\"attributes\":{\"source\":{\"id\":\"eb3c7658-fd05-42aa-a37c-d1e7efba0067\",\"type\":\"ColumnDataSource\"}},\"id\":\"55120e0e-8a0a-4ad4-aa7c-d28f0667b6ea\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_color\":{\"value\":\"#1f77b4\"},\"line_width\":{\"value\":20},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4702699a-a5d4-48ac-b47e-18f44e064fec\",\"type\":\"Line\"},{\"attributes\":{\"formatter\":{\"id\":\"99dddfcd-5398-4e64-8b01-a1ec2d1ee5de\",\"type\":\"BasicTickFormatter\"},\"plot\":{\"id\":\"1c1c4d97-7558-492e-b2d7-5e1a82a4ad6e\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"66cfee23-b357-4d9b-8d94-f72eea19c5ae\",\"type\":\"BasicTicker\"}},\"id\":\"f2becdb2-aa3b-40bb-9cbf-ad2f60936f40\",\"type\":\"LinearAxis\"}],\"root_ids\":[\"1c1c4d97-7558-492e-b2d7-5e1a82a4ad6e\"]},\"title\":\"Bokeh Application\",\"version\":\"0.12.10\"}};\n",
       "    var render_items = [{\"docid\":\"501c146a-f646-4329-985c-5147bc3fbfaa\",\"elementid\":\"662c7722-6de6-41c3-bce7-a910179da724\",\"modelid\":\"1c1c4d97-7558-492e-b2d7-5e1a82a4ad6e\"}];\n",
       "\n",
       "    root.Bokeh.embed.embed_items(docs_json, render_items);\n",
       "  }\n",
       "\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        embed_document(root);\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "      attempts++;\n",
       "      if (attempts > 100) {\n",
       "        console.log(\"Bokeh: ERROR: Unable to embed document because BokehJS library is missing\")\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "1c1c4d97-7558-492e-b2d7-5e1a82a4ad6e"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 線の先端の設定\n",
    "p = figure(plot_width=200, plot_height=200,\n",
    "           x_range=[-0.5, 2.5], y_range=[-0.5, 2.5])\n",
    "\n",
    "for y, line in enumerate(['square', 'round', 'butt']):\n",
    "    p.line([0, 1], [y, y ], line_width=20, line_cap=line)\n",
    "    p.text(2, y, text=[line], text_align='center')\n",
    "    \n",
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<div class=\"bk-root\">\n",
       "    <div class=\"bk-plotdiv\" id=\"e6a0b8da-622d-4afb-ac75-715c38feebf4\"></div>\n",
       "</div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function embed_document(root) {\n",
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Application\",\"version\":\"0.12.10\"}};\n",
       "    var render_items = [{\"docid\":\"d5d6a260-203d-467c-a872-186d3a3be655\",\"elementid\":\"e6a0b8da-622d-4afb-ac75-715c38feebf4\",\"modelid\":\"361dfa32-e2e9-45d7-ae85-46dc00768b69\"}];\n",
       "\n",
       "    root.Bokeh.embed.embed_items(docs_json, render_items);\n",
       "  }\n",
       "\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        embed_document(root);\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "      attempts++;\n",
       "      if (attempts > 100) {\n",
       "        console.log(\"Bokeh: ERROR: Unable to embed document because BokehJS library is missing\")\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "361dfa32-e2e9-45d7-ae85-46dc00768b69"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 線の種類の設定1\n",
    "p = figure(plot_width=200, plot_height=200, y_range=[-0.5, 5])\n",
    "\n",
    "line_styles = ['solid', 'dashed', 'dotted', 'dotdash', 'dashdot']\n",
    "\n",
    "for y, line_style in enumerate(line_styles):\n",
    "    p.line([0, 1], [y, y ], line_dash=line_style)\n",
    "    p.text(0, y, text=[line_style])\n",
    "    \n",
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<div class=\"bk-root\">\n",
       "    <div class=\"bk-plotdiv\" id=\"2e12fe2b-226d-471e-8002-ee4ad663e3a2\"></div>\n",
       "</div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function embed_document(root) {\n",
       "    var docs_json = {\"1bd750e0-2684-4893-9f1a-819298fc602a\":{\"roots\":{\"references\":[{\"attributes\":{},\"id\":\"88d72f26-fc87-4c28-a1c4-f020c9662412\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"overlay\":{\"id\":\"9551180c-d8f8-466d-9fab-da5b0a70f1d8\",\"type\":\"BoxAnnotation\"}},\"id\":\"6b233338-4e2d-488c-aa11-87f0cf2b663f\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"216d25b8-697f-4392-8de6-cc0db314e9a5\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"c00917d7-b738-441f-8a95-86b94b188e0c\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"9b3a5fe1-47a2-47b0-9156-9755d731ada3\",\"type\":\"ColumnDataSource\"}},\"id\":\"b1a2f469-bda3-4090-a2c7-da677d3e8813\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"48e4e95f-c3b2-43bf-8fdf-fab21b67f1ff\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"data_source\":{\"id\":\"9b3a5fe1-47a2-47b0-9156-9755d731ada3\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"3cd38d53-f5a4-47c0-8d7e-1326f5c66ce6\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"65bb4a32-1204-43b8-93a1-5f3116c767a5\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"b1a2f469-bda3-4090-a2c7-da677d3e8813\",\"type\":\"CDSView\"}},\"id\":\"be47a7e6-b441-4503-8098-2d790563d85e\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"4b5bf859-8649-435a-b255-73a35c4fef5e\",\"type\":\"LinearScale\"},{\"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\":\"9551180c-d8f8-466d-9fab-da5b0a70f1d8\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"0f95de8f-e59b-4c49-b157-c55947dfcf4a\",\"type\":\"SaveTool\"},{\"attributes\":{\"dimension\":1,\"plot\":{\"id\":\"625e4dc1-c8a8-4414-a3b8-5203fb7c5d0e\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"e09a3b1e-93e1-4770-841e-2e6eb5f6ab44\",\"type\":\"BasicTicker\"}},\"id\":\"04e753d7-b794-4614-b8e0-83f445aeb649\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"84ba71b3-2b4a-4e4d-a379-7e0892fdf1ac\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"dee3827f-3dd9-4c85-8d0e-9351e55191a9\",\"type\":\"HelpTool\"},{\"attributes\":{\"line_color\":{\"value\":\"#1f77b4\"},\"line_dash\":[10,2],\"line_width\":{\"value\":5},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3cd38d53-f5a4-47c0-8d7e-1326f5c66ce6\",\"type\":\"Line\"},{\"attributes\":{\"callback\":null},\"id\":\"eef2d5cd-0a0e-4c3b-939a-4b997369a47c\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"ae8be176-b32b-4949-bd9e-9a213364a1c8\",\"type\":\"BasicTicker\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"216d25b8-697f-4392-8de6-cc0db314e9a5\",\"type\":\"PanTool\"},{\"id\":\"88d72f26-fc87-4c28-a1c4-f020c9662412\",\"type\":\"WheelZoomTool\"},{\"id\":\"6b233338-4e2d-488c-aa11-87f0cf2b663f\",\"type\":\"BoxZoomTool\"},{\"id\":\"0f95de8f-e59b-4c49-b157-c55947dfcf4a\",\"type\":\"SaveTool\"},{\"id\":\"84ba71b3-2b4a-4e4d-a379-7e0892fdf1ac\",\"type\":\"ResetTool\"},{\"id\":\"dee3827f-3dd9-4c85-8d0e-9351e55191a9\",\"type\":\"HelpTool\"}]},\"id\":\"1c57d2ec-bc9d-4f76-98ed-441d9d7caa3b\",\"type\":\"Toolbar\"},{\"attributes\":{\"formatter\":{\"id\":\"c00917d7-b738-441f-8a95-86b94b188e0c\",\"type\":\"BasicTickFormatter\"},\"plot\":{\"id\":\"625e4dc1-c8a8-4414-a3b8-5203fb7c5d0e\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"ae8be176-b32b-4949-bd9e-9a213364a1c8\",\"type\":\"BasicTicker\"}},\"id\":\"aff6e46e-ed91-4532-b26d-faa3dee68e94\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"e09a3b1e-93e1-4770-841e-2e6eb5f6ab44\",\"type\":\"BasicTicker\"},{\"attributes\":{\"plot\":{\"id\":\"625e4dc1-c8a8-4414-a3b8-5203fb7c5d0e\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"ae8be176-b32b-4949-bd9e-9a213364a1c8\",\"type\":\"BasicTicker\"}},\"id\":\"4ae61de7-de97-4b88-83ea-2febc41a6197\",\"type\":\"Grid\"},{\"attributes\":{\"formatter\":{\"id\":\"48e4e95f-c3b2-43bf-8fdf-fab21b67f1ff\",\"type\":\"BasicTickFormatter\"},\"plot\":{\"id\":\"625e4dc1-c8a8-4414-a3b8-5203fb7c5d0e\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"e09a3b1e-93e1-4770-841e-2e6eb5f6ab44\",\"type\":\"BasicTicker\"}},\"id\":\"0824df59-03c0-4ec0-8d48-53cdaaa31d5f\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"da2e68fb-db65-4066-8b01-f13b8b6a799c\",\"type\":\"LinearScale\"},{\"attributes\":{\"callback\":null,\"column_names\":[\"x\",\"y\"],\"data\":{\"x\":[0,1],\"y\":[1,1]}},\"id\":\"9b3a5fe1-47a2-47b0-9156-9755d731ada3\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null},\"id\":\"91ada60f-ab94-48cb-813c-815b0b313c8b\",\"type\":\"DataRange1d\"},{\"attributes\":{\"plot\":null,\"text\":\"\"},\"id\":\"6e189529-d739-4f78-929f-b6215cd23d28\",\"type\":\"Title\"},{\"attributes\":{\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"line_dash\":[10,2],\"line_width\":{\"value\":5},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"65bb4a32-1204-43b8-93a1-5f3116c767a5\",\"type\":\"Line\"},{\"attributes\":{\"below\":[{\"id\":\"aff6e46e-ed91-4532-b26d-faa3dee68e94\",\"type\":\"LinearAxis\"}],\"left\":[{\"id\":\"0824df59-03c0-4ec0-8d48-53cdaaa31d5f\",\"type\":\"LinearAxis\"}],\"plot_height\":200,\"plot_width\":200,\"renderers\":[{\"id\":\"aff6e46e-ed91-4532-b26d-faa3dee68e94\",\"type\":\"LinearAxis\"},{\"id\":\"4ae61de7-de97-4b88-83ea-2febc41a6197\",\"type\":\"Grid\"},{\"id\":\"0824df59-03c0-4ec0-8d48-53cdaaa31d5f\",\"type\":\"LinearAxis\"},{\"id\":\"04e753d7-b794-4614-b8e0-83f445aeb649\",\"type\":\"Grid\"},{\"id\":\"9551180c-d8f8-466d-9fab-da5b0a70f1d8\",\"type\":\"BoxAnnotation\"},{\"id\":\"be47a7e6-b441-4503-8098-2d790563d85e\",\"type\":\"GlyphRenderer\"}],\"title\":{\"id\":\"6e189529-d739-4f78-929f-b6215cd23d28\",\"type\":\"Title\"},\"toolbar\":{\"id\":\"1c57d2ec-bc9d-4f76-98ed-441d9d7caa3b\",\"type\":\"Toolbar\"},\"x_range\":{\"id\":\"eef2d5cd-0a0e-4c3b-939a-4b997369a47c\",\"type\":\"DataRange1d\"},\"x_scale\":{\"id\":\"da2e68fb-db65-4066-8b01-f13b8b6a799c\",\"type\":\"LinearScale\"},\"y_range\":{\"id\":\"91ada60f-ab94-48cb-813c-815b0b313c8b\",\"type\":\"DataRange1d\"},\"y_scale\":{\"id\":\"4b5bf859-8649-435a-b255-73a35c4fef5e\",\"type\":\"LinearScale\"}},\"id\":\"625e4dc1-c8a8-4414-a3b8-5203fb7c5d0e\",\"subtype\":\"Figure\",\"type\":\"Plot\"}],\"root_ids\":[\"625e4dc1-c8a8-4414-a3b8-5203fb7c5d0e\"]},\"title\":\"Bokeh Application\",\"version\":\"0.12.10\"}};\n",
       "    var render_items = [{\"docid\":\"1bd750e0-2684-4893-9f1a-819298fc602a\",\"elementid\":\"2e12fe2b-226d-471e-8002-ee4ad663e3a2\",\"modelid\":\"625e4dc1-c8a8-4414-a3b8-5203fb7c5d0e\"}];\n",
       "\n",
       "    root.Bokeh.embed.embed_items(docs_json, render_items);\n",
       "  }\n",
       "\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        embed_document(root);\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "      attempts++;\n",
       "      if (attempts > 100) {\n",
       "        console.log(\"Bokeh: ERROR: Unable to embed document because BokehJS library is missing\")\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "625e4dc1-c8a8-4414-a3b8-5203fb7c5d0e"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 線の種類の設定2\n",
    "p = figure(plot_width=200, plot_height=200)\n",
    "p.line([0, 1], [1, 1], line_dash=(10, 2), line_width=5)    \n",
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<div class=\"bk-root\">\n",
       "    <div class=\"bk-plotdiv\" id=\"d6fedc8f-715b-4b53-baa5-53c90ae52505\"></div>\n",
       "</div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function embed_document(root) {\n",
       "    var docs_json = 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       "    var render_items = [{\"docid\":\"4d0065e7-a4e5-4c72-8cb6-1deee57a67d3\",\"elementid\":\"d6fedc8f-715b-4b53-baa5-53c90ae52505\",\"modelid\":\"f978eb57-ebcb-4dbd-a05c-042346adeadb\"}];\n",
       "\n",
       "    root.Bokeh.embed.embed_items(docs_json, render_items);\n",
       "  }\n",
       "\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        embed_document(root);\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "      attempts++;\n",
       "      if (attempts > 100) {\n",
       "        console.log(\"Bokeh: ERROR: Unable to embed document because BokehJS library is missing\")\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "f978eb57-ebcb-4dbd-a05c-042346adeadb"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#線の種類の設定\n",
    "p = figure(plot_width=200, plot_height=200, x_range=(-0.5, 1.5))\n",
    "p.line([0, 1], [3, 3], line_dash=(20, 5), line_width=5)\n",
    "p.line([0, 1], [2, 2], line_dash=(20, 5), line_dash_offset=(-5), line_width=5)\n",
    "p.line([0, 1], [1, 1], line_dash=(20, 2), line_dash_offset=(5), line_width=5)    \n",
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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