First steps 1.ipynb

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   "cell_type": "markdown",
   "id": "b2777678",
   "metadata": {},
   "source": [
    "# First steps 1 : Creating a line chart"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eb762877",
   "metadata": {},
   "source": [
    "## Simple Line Chart(간단한 꺾은선형 차트)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "2c871b71",
   "metadata": {},
   "outputs": [],
   "source": [
    "from bokeh.plotting import figure, show\n",
    "from bokeh.io import output_notebook, output_notebook"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "aafb30c0",
   "metadata": {},
   "outputs": [],
   "source": [
    "output_file('data/simple_line_chart.html')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e46d5af2",
   "metadata": {},
   "source": [
    "- output_file('파일명') : 결과를 출력할 HTML 파일 위치 및 파일명 지정\n",
    "    - 만일 output_file이 없다면 파이썬이 설치되었던 폴더 쪽으로 생성될 것이다.\n",
    "    - 위 경우, 파일을 찾기 힘들 수 있으니 output_file()로 경로와 파일이름을 설정하는 것이 좋을 것 같다."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "c064c174",
   "metadata": {},
   "outputs": [],
   "source": [
    "# data\n",
    "x = [1, 2, 3, 4, 5]\n",
    "y = [6, 7, 2, 4, 5]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "d4b37965",
   "metadata": {},
   "outputs": [],
   "source": [
    "# create a new plot with a title and axis labels\n",
    "p = figure(title=\"Simple line example\", x_axis_label='x', y_axis_label='y')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "875348b2",
   "metadata": {},
   "source": [
    "- figure() : plot을 생성\n",
    "    - title : 꺽은 선형 차트의 제목(선택)\n",
    "    - x_axis_label : 차트의 x축에 넣을 텍스트 레이블(선택)\n",
    "    - y_axis_label : 차트의 y축에 넣을 텍스트 레이블(선택)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "9d575447",
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   "outputs": [
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   "source": [
    "# add a line renderer with legend and line thickness to the plot\n",
    "p.line(x, y, legend_label=\"Temp\", line_width=2)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b438d240",
   "metadata": {},
   "source": [
    "- line() : 선 그래프\n",
    "    - x, y : 리스트로 지정한 데이터\n",
    "    - legend_label : 선 그래프에 레이블을 지정할 문자열(선택)\n",
    "    - line_width : 선 너비 정의(픽셀 단위, 선택)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "5684deb8",
   "metadata": {},
   "outputs": [],
   "source": [
    "# show the results\n",
    "show(p)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "67caba35",
   "metadata": {},
   "source": [
    "- show() : 그래프를 생성하고 웹 브라우저를 열어 생성된 HTML 파일을 표시"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c98028ba",
   "metadata": {},
   "source": [
    "## Combining Multiple Graphs(여러 그래프 결합)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "16ae9088",
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       "  } else {\n",
       "    load_libs(css_urls, js_urls, function() {\n",
       "      console.debug(\"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(\"1007\");\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) {\n        if (callback != null)\n          callback();\n      });\n    } finally {\n      delete root._bokeh_onload_callbacks\n    }\n    console.debug(\"Bokeh: all callbacks have finished\");\n  }\n\n  function load_libs(css_urls, js_urls, callback) {\n    if (css_urls == null) css_urls = [];\n    if (js_urls == null) js_urls = [];\n\n    root._bokeh_onload_callbacks.push(callback);\n    if (root._bokeh_is_loading > 0) {\n      console.debug(\"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.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n    root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n    function on_load() {\n      root._bokeh_is_loading--;\n      if (root._bokeh_is_loading === 0) {\n        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n        run_callbacks()\n      }\n    }\n\n    function on_error(url) {\n      console.error(\"failed to load \" + url);\n    }\n\n    for (let i = 0; i < css_urls.length; i++) {\n      const url = css_urls[i];\n      const element = document.createElement(\"link\");\n      element.onload = on_load;\n      element.onerror = on_error.bind(null, url);\n      element.rel = \"stylesheet\";\n      element.type = \"text/css\";\n      element.href = url;\n      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n      document.body.appendChild(element);\n    }\n\n    const hashes = {\"https://cdn.bokeh.org/bokeh/release/bokeh-2.3.2.min.js\": \"XypntL49z55iwGVUW4qsEu83zKL3XEcz0MjuGOQ9SlaaQ68X/g+k1FcioZi7oQAc\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.3.2.min.js\": \"bEsM86IHGDTLCS0Zod8a8WM6Y4+lafAL/eSiyQcuPzinmWNgNO2/olUF0Z2Dkn5i\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.3.2.min.js\": \"TX0gSQTdXTTeScqxj6PVQxTiRW8DOoGVwinyi1D3kxv7wuxQ02XkOxv0xwiypcAH\"};\n\n    for (let i = 0; i < js_urls.length; i++) {\n      const url = js_urls[i];\n      const element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error.bind(null, url);\n      element.async = false;\n      element.src = url;\n      if (url in hashes) {\n        element.crossOrigin = \"anonymous\";\n        element.integrity = \"sha384-\" + hashes[url];\n      }\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n  };\n\n  function inject_raw_css(css) {\n    const element = document.createElement(\"style\");\n    element.appendChild(document.createTextNode(css));\n    document.body.appendChild(element);\n  }\n\n  \n  var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-2.3.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.3.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.3.2.min.js\"];\n  var css_urls = [];\n  \n\n  var inline_js = [\n    function(Bokeh) {\n      Bokeh.set_log_level(\"info\");\n    },\n    function(Bokeh) {\n    \n    \n    }\n  ];\n\n  function run_inline_js() {\n    \n    if (root.Bokeh !== undefined || force === true) {\n      \n    for (var i = 0; i < inline_js.length; i++) {\n      inline_js[i].call(root, root.Bokeh);\n    }\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(\"1007\")).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.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n    run_inline_js();\n  } else {\n    load_libs(css_urls, js_urls, function() {\n      console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n      run_inline_js();\n    });\n  }\n}(window));"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "output_notebook()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "3c9e0089",
   "metadata": {},
   "outputs": [],
   "source": [
    "# prepare some data\n",
    "x = [1, 2, 3, 4, 5]  # x축\n",
    "y1 = [6, 7, 2, 4, 5]\n",
    "y2 = [2, 3, 4, 5, 6]\n",
    "y3 = [4, 5, 5, 7, 2]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "94a1e4a5",
   "metadata": {},
   "outputs": [],
   "source": [
    "# create a new plot with a title and axis labels\n",
    "p = figure(title=\"Multiple line example\", x_axis_label='x', y_axis_label='y')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "5bf199f2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"display: table;\"><div style=\"display: table-row;\"><div style=\"display: table-cell;\"><b title=\"bokeh.models.renderers.GlyphRenderer\">GlyphRenderer</b>(</div><div style=\"display: table-cell;\">id&nbsp;=&nbsp;'1079', <span id=\"1097\" style=\"cursor: pointer;\">&hellip;)</span></div></div><div class=\"1096\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">data_source&nbsp;=&nbsp;ColumnDataSource(id='1076', ...),</div></div><div class=\"1096\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">glyph&nbsp;=&nbsp;Line(id='1077', ...),</div></div><div class=\"1096\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">hover_glyph&nbsp;=&nbsp;None,</div></div><div class=\"1096\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">js_event_callbacks&nbsp;=&nbsp;{},</div></div><div class=\"1096\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">js_property_callbacks&nbsp;=&nbsp;{},</div></div><div class=\"1096\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">level&nbsp;=&nbsp;'glyph',</div></div><div class=\"1096\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">muted&nbsp;=&nbsp;False,</div></div><div class=\"1096\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">muted_glyph&nbsp;=&nbsp;None,</div></div><div class=\"1096\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">name&nbsp;=&nbsp;None,</div></div><div class=\"1096\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">nonselection_glyph&nbsp;=&nbsp;Line(id='1078', ...),</div></div><div class=\"1096\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">selection_glyph&nbsp;=&nbsp;'auto',</div></div><div class=\"1096\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">subscribed_events&nbsp;=&nbsp;[],</div></div><div class=\"1096\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">syncable&nbsp;=&nbsp;True,</div></div><div class=\"1096\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">tags&nbsp;=&nbsp;[],</div></div><div class=\"1096\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">view&nbsp;=&nbsp;CDSView(id='1080', ...),</div></div><div class=\"1096\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">visible&nbsp;=&nbsp;True,</div></div><div class=\"1096\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">x_range_name&nbsp;=&nbsp;'default',</div></div><div class=\"1096\" style=\"display: none;\"><div style=\"display: table-cell;\"></div><div style=\"display: table-cell;\">y_range_name&nbsp;=&nbsp;'default')</div></div></div>\n",
       "<script>\n",
       "(function() {\n",
       "  var expanded = false;\n",
       "  var ellipsis = document.getElementById(\"1097\");\n",
       "  ellipsis.addEventListener(\"click\", function() {\n",
       "    var rows = document.getElementsByClassName(\"1096\");\n",
       "    for (var i = 0; i < rows.length; i++) {\n",
       "      var el = rows[i];\n",
       "      el.style.display = expanded ? \"none\" : \"table-row\";\n",
       "    }\n",
       "    ellipsis.innerHTML = expanded ? \"&hellip;)\" : \"&lsaquo;&lsaquo;&lsaquo;\";\n",
       "    expanded = !expanded;\n",
       "  });\n",
       "})();\n",
       "</script>\n"
      ],
      "text/plain": [
       "GlyphRenderer(id='1079', ...)"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# add multiple renderers\n",
    "p.line(x, y1, legend_label=\"Temp\", line_color=\"blue\", line_width=2)\n",
    "p.line(x, y2, legend_label=\"Rate\", line_color=\"red\", line_width=2)\n",
    "p.line(x, y3, legend_label=\"Objects\", line_color=\"green\", line_width=2)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8d0cff49",
   "metadata": {},
   "source": [
    "- 여러 개의 그래프를 결합하고 싶다면 연속적(?)으로 line() 함수를 사용해 그래프를 넣어준다."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "fd4954e4",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "  <div class=\"bk-root\" id=\"d81b3f10-b870-4c28-983a-3ef717507d46\" data-root-id=\"1008\"></div>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function embed_document(root) {\n",
       "    \n",
       "  var docs_json = {\"e167b307-0b4d-4425-8021-f007502273b7\":{\"defs\":[],\"roots\":{\"references\":[{\"attributes\":{\"below\":[{\"id\":\"1019\"}],\"center\":[{\"id\":\"1022\"},{\"id\":\"1026\"},{\"id\":\"1056\"}],\"left\":[{\"id\":\"1023\"}],\"renderers\":[{\"id\":\"1044\"},{\"id\":\"1061\"},{\"id\":\"1079\"}],\"title\":{\"id\":\"1009\"},\"toolbar\":{\"id\":\"1034\"},\"x_range\":{\"id\":\"1011\"},\"x_scale\":{\"id\":\"1015\"},\"y_range\":{\"id\":\"1013\"},\"y_scale\":{\"id\":\"1017\"}},\"id\":\"1008\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"data_source\":{\"id\":\"1058\"},\"glyph\":{\"id\":\"1059\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1060\"},\"view\":{\"id\":\"1062\"}},\"id\":\"1061\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"1033\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"1027\",\"type\":\"PanTool\"},{\"attributes\":{\"data\":{\"x\":[1,2,3,4,5],\"y\":[2,3,4,5,6]},\"selected\":{\"id\":\"1072\"},\"selection_policy\":{\"id\":\"1073\"}},\"id\":\"1058\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1041\"},\"glyph\":{\"id\":\"1042\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1043\"},\"view\":{\"id\":\"1045\"}},\"id\":\"1044\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"text\":\"Multiple line example\"},\"id\":\"1009\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"1050\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"data\":{\"x\":[1,2,3,4,5],\"y\":[6,7,2,4,5]},\"selected\":{\"id\":\"1053\"},\"selection_policy\":{\"id\":\"1054\"}},\"id\":\"1041\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1076\"},\"glyph\":{\"id\":\"1077\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1078\"},\"view\":{\"id\":\"1080\"}},\"id\":\"1079\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1054\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"blue\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1042\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1015\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"1051\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"1028\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"label\":{\"value\":\"Objects\"},\"renderers\":[{\"id\":\"1079\"}]},\"id\":\"1095\",\"type\":\"LegendItem\"},{\"attributes\":{\"label\":{\"value\":\"Temp\"},\"renderers\":[{\"id\":\"1044\"}]},\"id\":\"1057\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"1011\",\"type\":\"DataRange1d\"},{\"attributes\":{\"source\":{\"id\":\"1076\"}},\"id\":\"1080\",\"type\":\"CDSView\"},{\"attributes\":{\"items\":[{\"id\":\"1057\"},{\"id\":\"1075\"},{\"id\":\"1095\"}]},\"id\":\"1056\",\"type\":\"Legend\"},{\"attributes\":{},\"id\":\"1032\",\"type\":\"HelpTool\"},{\"attributes\":{\"line_color\":\"green\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1077\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1041\"}},\"id\":\"1045\",\"type\":\"CDSView\"},{\"attributes\":{\"overlay\":{\"id\":\"1033\"}},\"id\":\"1029\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"blue\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1043\",\"type\":\"Line\"},{\"attributes\":{\"axis_label\":\"x\",\"formatter\":{\"id\":\"1050\"},\"major_label_policy\":{\"id\":\"1051\"},\"ticker\":{\"id\":\"1020\"}},\"id\":\"1019\",\"type\":\"LinearAxis\"},{\"attributes\":{\"source\":{\"id\":\"1058\"}},\"id\":\"1062\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"green\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1078\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Rate\"},\"renderers\":[{\"id\":\"1061\"}]},\"id\":\"1075\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":[1,2,3,4,5],\"y\":[4,5,5,7,2]},\"selected\":{\"id\":\"1092\"},\"selection_policy\":{\"id\":\"1093\"}},\"id\":\"1076\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"red\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1059\",\"type\":\"Line\"},{\"attributes\":{\"axis_label\":\"y\",\"formatter\":{\"id\":\"1047\"},\"major_label_policy\":{\"id\":\"1048\"},\"ticker\":{\"id\":\"1024\"}},\"id\":\"1023\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"1030\",\"type\":\"SaveTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"red\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1060\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1020\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"1053\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1031\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"1013\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"1017\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"1092\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1024\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"1093\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"active_multi\":null,\"tools\":[{\"id\":\"1027\"},{\"id\":\"1028\"},{\"id\":\"1029\"},{\"id\":\"1030\"},{\"id\":\"1031\"},{\"id\":\"1032\"}]},\"id\":\"1034\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"1047\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"1072\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1048\",\"type\":\"AllLabels\"},{\"attributes\":{\"axis\":{\"id\":\"1019\"},\"ticker\":null},\"id\":\"1022\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1073\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis\":{\"id\":\"1023\"},\"dimension\":1,\"ticker\":null},\"id\":\"1026\",\"type\":\"Grid\"}],\"root_ids\":[\"1008\"]},\"title\":\"Bokeh Application\",\"version\":\"2.3.2\"}};\n",
       "  var render_items = [{\"docid\":\"e167b307-0b4d-4425-8021-f007502273b7\",\"root_ids\":[\"1008\"],\"roots\":{\"1008\":\"d81b3f10-b870-4c28-983a-3ef717507d46\"}}];\n",
       "  root.Bokeh.embed.embed_items_notebook(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",
       "        clearInterval(timer);\n",
       "        embed_document(root);\n",
       "      } else {\n",
       "        attempts++;\n",
       "        if (attempts > 100) {\n",
       "          clearInterval(timer);\n",
       "          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        }\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "1008"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# show the results\n",
    "show(p)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}