bokehtest.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "from bokeh.plotting import figure, output_notebook, show"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "\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=\"ddf9749f-de71-4f80-8a40-1f9566f7153b\">Loading BokehJS ...</span>\n",
       "    </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "\n",
       "(function(global) {\n",
       "  function now() {\n",
       "    return new Date();\n",
       "  }\n",
       "\n",
       "  if (typeof (window._bokeh_onload_callbacks) === \"undefined\") {\n",
       "    window._bokeh_onload_callbacks = [];\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",
       "  };\n",
       "\n",
       "  var js_urls = ['https://cdn.pydata.org/bokeh/release/bokeh-0.12.0.min.js', 'https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.0.min.js', 'https://cdn.pydata.org/bokeh/release/bokeh-compiler-0.12.0.min.js'];\n",
       "\n",
       "  var inline_js = [\n",
       "    function(Bokeh) {\n",
       "      Bokeh.set_log_level(\"info\");\n",
       "    },\n",
       "    \n",
       "    function(Bokeh) {\n",
       "      Bokeh.$(\"#ddf9749f-de71-4f80-8a40-1f9566f7153b\").text(\"BokehJS successfully loaded\");\n",
       "    },\n",
       "    function(Bokeh) {\n",
       "      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-0.12.0.min.css\");\n",
       "      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-0.12.0.min.css\");\n",
       "      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.0.min.css\");\n",
       "      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.0.min.css\");\n",
       "    }\n",
       "  ];\n",
       "\n",
       "  function run_inline_js() {\n",
       "    for (var i = 0; i < inline_js.length; i++) {\n",
       "      inline_js[i](window.Bokeh);\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));"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "    <div class=\"bk-root\">\n",
       "        <div class=\"plotdiv\" id=\"784abea7-ed2f-49ff-a702-b4a489f97a57\"></div>\n",
       "    </div>\n",
       "<script type=\"text/javascript\">\n",
       "  \n",
       "  (function(global) {\n",
       "    function now() {\n",
       "      return new Date();\n",
       "    }\n",
       "\n",
       "    if (typeof (window._bokeh_onload_callbacks) === \"undefined\") {\n",
       "      window._bokeh_onload_callbacks = [];\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(\"784abea7-ed2f-49ff-a702-b4a489f97a57\");\n",
       "    if (element == null) {\n",
       "      console.log(\"Bokeh: ERROR: autoload.js configured with elementid '784abea7-ed2f-49ff-a702-b4a489f97a57' 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",
       "        Bokeh.$(function() {\n",
       "            var docs_json = {\"9bd2d073-c9b7-4b49-9c36-99be501bbfa7\":{\"roots\":{\"references\":[{\"attributes\":{\"line_color\":{\"value\":\"#1f77b4\"},\"line_width\":{\"value\":2},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7a6aeb68-7bd2-4f00-9f15-474e6a061d25\",\"type\":\"Line\"},{\"attributes\":{\"plot\":{\"id\":\"f57f2f89-8e6f-4faf-8392-f3797aa25487\",\"subtype\":\"Figure\",\"type\":\"Plot\"}},\"id\":\"c4c83ca7-b6be-47a6-a2ed-e55bdccb2297\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"plot\":{\"id\":\"f57f2f89-8e6f-4faf-8392-f3797aa25487\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"c854254f-c714-426c-b59e-83f3fc3fbf30\",\"type\":\"BasicTicker\"}},\"id\":\"649f29a2-b454-468f-8b8b-7ab293b84ead\",\"type\":\"Grid\"},{\"attributes\":{\"plot\":{\"id\":\"f57f2f89-8e6f-4faf-8392-f3797aa25487\",\"subtype\":\"Figure\",\"type\":\"Plot\"}},\"id\":\"44391419-4c27-447b-9154-ae68b89f9933\",\"type\":\"PanTool\"},{\"attributes\":{\"axis_label\":\"y\",\"formatter\":{\"id\":\"69a084b9-a046-477b-9102-9f94984eaa5c\",\"type\":\"BasicTickFormatter\"},\"plot\":{\"id\":\"f57f2f89-8e6f-4faf-8392-f3797aa25487\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"b39d56a5-f082-424b-9582-6e45d0213bf6\",\"type\":\"BasicTicker\"}},\"id\":\"d946ba5f-6fa3-4e0b-b50e-28e96eedc859\",\"type\":\"LinearAxis\"},{\"attributes\":{\"callback\":null},\"id\":\"83eaff40-af72-4d2b-9909-b59050cfdbec\",\"type\":\"DataRange1d\"},{\"attributes\":{\"plot\":null,\"text\":\"simple line example\"},\"id\":\"7039a0f6-7db0-4d63-812e-8135768d3563\",\"type\":\"Title\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"44391419-4c27-447b-9154-ae68b89f9933\",\"type\":\"PanTool\"},{\"id\":\"c4c83ca7-b6be-47a6-a2ed-e55bdccb2297\",\"type\":\"WheelZoomTool\"},{\"id\":\"99a52b6a-93ab-4f0f-8e97-bd7840efcab4\",\"type\":\"BoxZoomTool\"},{\"id\":\"0a82f5b9-f09c-4085-89b0-0aa28cc90f6b\",\"type\":\"SaveTool\"},{\"id\":\"3b8a7d8d-9273-4b35-9b44-e2b16a79e853\",\"type\":\"ResetTool\"},{\"id\":\"e6c00dd2-4f73-493c-bf7c-d6272a171ddc\",\"type\":\"HelpTool\"}]},\"id\":\"27b4bb2e-41ea-441c-a19b-47044ef17809\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"b39d56a5-f082-424b-9582-6e45d0213bf6\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"e70fea56-3f60-4fae-96dc-ed4506b92395\",\"type\":\"ToolEvents\"},{\"attributes\":{\"axis_label\":\"x\",\"formatter\":{\"id\":\"eb0030ee-c199-420b-82ed-9dff0b4bb1bb\",\"type\":\"BasicTickFormatter\"},\"plot\":{\"id\":\"f57f2f89-8e6f-4faf-8392-f3797aa25487\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"c854254f-c714-426c-b59e-83f3fc3fbf30\",\"type\":\"BasicTicker\"}},\"id\":\"f33cd931-7b98-494d-a036-055f72f8509b\",\"type\":\"LinearAxis\"},{\"attributes\":{\"plot\":{\"id\":\"f57f2f89-8e6f-4faf-8392-f3797aa25487\",\"subtype\":\"Figure\",\"type\":\"Plot\"}},\"id\":\"e6c00dd2-4f73-493c-bf7c-d6272a171ddc\",\"type\":\"HelpTool\"},{\"attributes\":{\"plot\":{\"id\":\"f57f2f89-8e6f-4faf-8392-f3797aa25487\",\"subtype\":\"Figure\",\"type\":\"Plot\"}},\"id\":\"3b8a7d8d-9273-4b35-9b44-e2b16a79e853\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"c854254f-c714-426c-b59e-83f3fc3fbf30\",\"type\":\"BasicTicker\"},{\"attributes\":{\"legends\":[[\"temp\",[{\"id\":\"e5fc59db-ff1a-4dff-9a09-a71dd032f924\",\"type\":\"GlyphRenderer\"}]]],\"plot\":{\"id\":\"f57f2f89-8e6f-4faf-8392-f3797aa25487\",\"subtype\":\"Figure\",\"type\":\"Plot\"}},\"id\":\"eb7e0b98-8935-4c4e-9bcf-ec4f4962fd69\",\"type\":\"Legend\"},{\"attributes\":{\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"line_width\":{\"value\":2},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"0e18de11-1a74-4d39-ba98-69da2281eb7d\",\"type\":\"Line\"},{\"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\":\"aa35b18b-df6b-4af3-a5c1-59a106973d68\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"plot\":{\"id\":\"f57f2f89-8e6f-4faf-8392-f3797aa25487\",\"subtype\":\"Figure\",\"type\":\"Plot\"}},\"id\":\"0a82f5b9-f09c-4085-89b0-0aa28cc90f6b\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"eb0030ee-c199-420b-82ed-9dff0b4bb1bb\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"callback\":null},\"id\":\"14b3d0bd-83c5-4d4d-9c8a-e1082368413b\",\"type\":\"DataRange1d\"},{\"attributes\":{\"below\":[{\"id\":\"f33cd931-7b98-494d-a036-055f72f8509b\",\"type\":\"LinearAxis\"}],\"left\":[{\"id\":\"d946ba5f-6fa3-4e0b-b50e-28e96eedc859\",\"type\":\"LinearAxis\"}],\"renderers\":[{\"id\":\"f33cd931-7b98-494d-a036-055f72f8509b\",\"type\":\"LinearAxis\"},{\"id\":\"649f29a2-b454-468f-8b8b-7ab293b84ead\",\"type\":\"Grid\"},{\"id\":\"d946ba5f-6fa3-4e0b-b50e-28e96eedc859\",\"type\":\"LinearAxis\"},{\"id\":\"9e711af3-cf73-46b9-bc14-b9bc100c7ed9\",\"type\":\"Grid\"},{\"id\":\"aa35b18b-df6b-4af3-a5c1-59a106973d68\",\"type\":\"BoxAnnotation\"},{\"id\":\"eb7e0b98-8935-4c4e-9bcf-ec4f4962fd69\",\"type\":\"Legend\"},{\"id\":\"e5fc59db-ff1a-4dff-9a09-a71dd032f924\",\"type\":\"GlyphRenderer\"}],\"title\":{\"id\":\"7039a0f6-7db0-4d63-812e-8135768d3563\",\"type\":\"Title\"},\"tool_events\":{\"id\":\"e70fea56-3f60-4fae-96dc-ed4506b92395\",\"type\":\"ToolEvents\"},\"toolbar\":{\"id\":\"27b4bb2e-41ea-441c-a19b-47044ef17809\",\"type\":\"Toolbar\"},\"x_range\":{\"id\":\"83eaff40-af72-4d2b-9909-b59050cfdbec\",\"type\":\"DataRange1d\"},\"y_range\":{\"id\":\"14b3d0bd-83c5-4d4d-9c8a-e1082368413b\",\"type\":\"DataRange1d\"}},\"id\":\"f57f2f89-8e6f-4faf-8392-f3797aa25487\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"69a084b9-a046-477b-9102-9f94984eaa5c\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"data_source\":{\"id\":\"19b346b5-72e1-40cb-b4b0-03901446a65d\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"7a6aeb68-7bd2-4f00-9f15-474e6a061d25\",\"type\":\"Line\"},\"hover_glyph\":null,\"nonselection_glyph\":{\"id\":\"0e18de11-1a74-4d39-ba98-69da2281eb7d\",\"type\":\"Line\"},\"selection_glyph\":null},\"id\":\"e5fc59db-ff1a-4dff-9a09-a71dd032f924\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"overlay\":{\"id\":\"aa35b18b-df6b-4af3-a5c1-59a106973d68\",\"type\":\"BoxAnnotation\"},\"plot\":{\"id\":\"f57f2f89-8e6f-4faf-8392-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Application\",\"version\":\"0.12.0\"}};\n",
       "            var render_items = [{\"docid\":\"9bd2d073-c9b7-4b49-9c36-99be501bbfa7\",\"elementid\":\"784abea7-ed2f-49ff-a702-b4a489f97a57\",\"modelid\":\"f57f2f89-8e6f-4faf-8392-f3797aa25487\",\"notebook_comms_target\":\"31a40da5-9a58-4c10-bb6c-10b4025204c7\"}];\n",
       "            \n",
       "            Bokeh.embed.embed_items(docs_json, render_items);\n",
       "        });\n",
       "      },\n",
       "      function(Bokeh) {\n",
       "      }\n",
       "    ];\n",
       "\n",
       "    function run_inline_js() {\n",
       "      for (var i = 0; i < inline_js.length; i++) {\n",
       "        inline_js[i](window.Bokeh);\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"
    },
    {
     "data": {
      "text/html": [
       "<p><code>&lt;Bokeh Notebook handle for <strong>In[2]</strong>&gt;</code></p>"
      ],
      "text/plain": [
       "<bokeh.io._CommsHandle at 0x107794f90>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "x = [1,2,3,4,5]\n",
    "y = [6, 7, 2, 4,6]\n",
    "\n",
    "output_notebook()\n",
    "p = figure(title='simple line example', x_axis_label = 'x', y_axis_label='y')\n",
    "\n",
    "p.line(x, y, legend='temp', line_width=2)\n",
    "\n",
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "    <div class=\"bk-root\">\n",
       "        <div class=\"plotdiv\" id=\"fbb80d29-69dd-445b-bc6c-41622c68e192\"></div>\n",
       "    </div>\n",
       "<script type=\"text/javascript\">\n",
       "  \n",
       "  (function(global) {\n",
       "    function now() {\n",
       "      return new Date();\n",
       "    }\n",
       "\n",
       "    if (typeof (window._bokeh_onload_callbacks) === \"undefined\") {\n",
       "      window._bokeh_onload_callbacks = [];\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",
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       "          }\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(\"fbb80d29-69dd-445b-bc6c-41622c68e192\");\n",
       "    if (element == null) {\n",
       "      console.log(\"Bokeh: ERROR: autoload.js configured with elementid 'fbb80d29-69dd-445b-bc6c-41622c68e192' 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",
       "        Bokeh.$(function() {\n",
       "            var docs_json = 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       "            var render_items = [{\"docid\":\"41b6ffb7-34ec-484f-b574-290a03972110\",\"elementid\":\"fbb80d29-69dd-445b-bc6c-41622c68e192\",\"modelid\":\"fbc257be-9d9e-4c65-87bd-87ea8452837a\",\"notebook_comms_target\":\"2a3ff4df-0f44-4d55-8c29-4cb353325e53\"}];\n",
       "            \n",
       "            Bokeh.embed.embed_items(docs_json, render_items);\n",
       "        });\n",
       "      },\n",
       "      function(Bokeh) {\n",
       "      }\n",
       "    ];\n",
       "\n",
       "    function run_inline_js() {\n",
       "      for (var i = 0; i < inline_js.length; i++) {\n",
       "        inline_js[i](window.Bokeh);\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"
    },
    {
     "data": {
      "text/html": [
       "<p><code>&lt;Bokeh Notebook handle for <strong>In[3]</strong>&gt;</code></p>"
      ],
      "text/plain": [
       "<bokeh.io._CommsHandle at 0x10779ed50>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# prepare some data\n",
    "x = [0.1, 0.5, 1.0, 1.5, 2.0, 2.5, 3.0]\n",
    "y0 = [i**2 for i in x]\n",
    "y1 = [10**i for i in x]\n",
    "y2 = [10**(i**2) for i in x]\n",
    "\n",
    "\n",
    "# create a new plot\n",
    "p = figure(\n",
    "   tools=\"pan,box_zoom,reset,save\",\n",
    "   y_axis_type=\"log\", y_range=[0.001, 10**11], title=\"log axis example\",\n",
    "   x_axis_label='sections', y_axis_label='particles'\n",
    ")\n",
    "\n",
    "# add some renderers\n",
    "p.line(x, x, legend=\"y=x\")\n",
    "p.circle(x, x, legend=\"y=x\", fill_color=\"white\", size=8)\n",
    "p.line(x, y0, legend=\"y=x^2\", line_width=3)\n",
    "p.line(x, y1, legend=\"y=10^x\", line_color=\"red\")\n",
    "p.circle(x, y1, legend=\"y=10^x\", fill_color=\"red\", line_color=\"red\", size=6)\n",
    "p.line(x, y2, legend=\"y=10^x^2\", line_color=\"orange\", line_dash=\"4 4\")\n",
    "\n",
    "# show the results\n",
    "show(p)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Okay so we've done the basics, lets move on!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "\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=\"09fc7a3d-1613-4106-a112-e9e3cae5859d\">Loading BokehJS ...</span>\n",
       "    </div>"
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     "metadata": {},
     "output_type": "display_data"
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    {
     "data": {
      "application/javascript": [
       "\n",
       "(function(global) {\n",
       "  function now() {\n",
       "    return new Date();\n",
       "  }\n",
       "\n",
       "  if (typeof (window._bokeh_onload_callbacks) === \"undefined\") {\n",
       "    window._bokeh_onload_callbacks = [];\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",
       "  };\n",
       "\n",
       "  var js_urls = ['https://cdn.pydata.org/bokeh/release/bokeh-0.12.0.min.js', 'https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.0.min.js', 'https://cdn.pydata.org/bokeh/release/bokeh-compiler-0.12.0.min.js'];\n",
       "\n",
       "  var inline_js = [\n",
       "    function(Bokeh) {\n",
       "      Bokeh.set_log_level(\"info\");\n",
       "    },\n",
       "    \n",
       "    function(Bokeh) {\n",
       "      Bokeh.$(\"#09fc7a3d-1613-4106-a112-e9e3cae5859d\").text(\"BokehJS successfully loaded\");\n",
       "    },\n",
       "    function(Bokeh) {\n",
       "      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-0.12.0.min.css\");\n",
       "      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-0.12.0.min.css\");\n",
       "      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.0.min.css\");\n",
       "      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.0.min.css\");\n",
       "    }\n",
       "  ];\n",
       "\n",
       "  function run_inline_js() {\n",
       "    for (var i = 0; i < inline_js.length; i++) {\n",
       "      inline_js[i](window.Bokeh);\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));"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from  ipywidgets import interact\n",
    "import numpy as np\n",
    "\n",
    "from bokeh.io import push_notebook, output_notebook\n",
    "from bokeh.plotting import figure, show\n",
    "output_notebook()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "x = np.linspace(0, 2*np.pi, 2000)\n",
    "y = np.sin(x)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "p = figure(title=\"simple line example\",\n",
    "           plot_height=300, plot_width=600,\n",
    "           y_range=(-5,5))\n",
    "r = p.line(x, y, color=\"#2222aa\", line_width=3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
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       "<script type=\"text/javascript\">\n",
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       "        s.onerror = function() {\n",
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       "    }\n",
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       "    var js_urls = [];\n",
       "\n",
       "    var inline_js = [\n",
       "      function(Bokeh) {\n",
       "        Bokeh.$(function() {\n",
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       "            var render_items = [{\"docid\":\"294da4ec-8647-429a-95a5-a95dccbf27ac\",\"elementid\":\"7135a78d-a3c7-48f2-837e-e9da686f8762\",\"modelid\":\"8ed5f66b-c70d-483c-b379-d066a81cd427\",\"notebook_comms_target\":\"b05f57e9-1e73-489f-8df3-6e498bc17699\"}];\n",
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       "        inline_js[i](window.Bokeh);\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",
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     "data": {
      "text/html": [
       "<p><code>&lt;Bokeh Notebook handle for <strong>In[25]</strong>&gt;</code></p>"
      ],
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       "<bokeh.io._CommsHandle at 0x10871c850>"
      ]
     },
     "execution_count": 25,
     "metadata": {},
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   "source": [
    "def update(f, w=1, A=1, phi=0):\n",
    "    if   f == \"sin\": func = np.sin\n",
    "    elif f == \"cos\": func = np.cos\n",
    "    elif f == \"tan\": func = np.tan\n",
    "    r.data_source.data['y'] = A * func(w * x + phi)\n",
    "    push_notebook()\n",
    "show(p)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This is awesome!! And super compatible with the existing barbershop content"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "interact(update, f=[\"sin\", \"cos\", \"tan\"], w=(0,100), A=(1,5), phi=(0, 20, 0.1))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
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       "            var render_items = [{\"docid\":\"e8f3a961-9529-4c01-b4ea-b9148e70e9d3\",\"elementid\":\"0994943e-ffb8-40cf-8e3b-8f5eb2fdb48d\",\"modelid\":\"e433b40f-9d91-45f0-b0b4-14bd2312bb55\",\"notebook_comms_target\":\"b12063a4-704a-456b-8dcc-997a5ea6aabd\"}];\n",
       "            \n",
       "            Bokeh.embed.embed_items(docs_json, render_items);\n",
       "        });\n",
       "      },\n",
       "      function(Bokeh) {\n",
       "      }\n",
       "    ];\n",
       "\n",
       "    function run_inline_js() {\n",
       "      for (var i = 0; i < inline_js.length; i++) {\n",
       "        inline_js[i](window.Bokeh);\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"
    },
    {
     "data": {
      "text/html": [
       "<p><code>&lt;Bokeh Notebook handle for <strong>In[5]</strong>&gt;</code></p>"
      ],
      "text/plain": [
       "<bokeh.io._CommsHandle at 0x1044d3e90>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "import numpy as np\n",
    "\n",
    "from bokeh.plotting import figure, show, output_notebook\n",
    "output_notebook()\n",
    "\n",
    "N = 4000\n",
    "x = np.random.random(size=N) * 100\n",
    "y = np.random.random(size=N) * 100\n",
    "radii = np.random.random(size=N) * 1.5\n",
    "colors = [\n",
    "    \"#%02x%02x%02x\" % (int(r), int(g), 150) for r, g in zip(50+2*x, 30+2*y)\n",
    "]\n",
    "\n",
    "TOOLS=\"hover,crosshair,pan,wheel_zoom,box_zoom,undo,redo,reset,tap,save,box_select,poly_select,lasso_select,\"\n",
    "\n",
    "p = figure(tools=TOOLS)\n",
    "\n",
    "p.scatter(x, y, radius=radii,\n",
    "          fill_color=colors, fill_alpha=0.6,\n",
    "          line_color=None)\n",
    "\n",
    "show(p)  # open a browser"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
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