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June 7, 2017 14:03
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Jupyter notebook example to demonstrate bokeh error with data frame containing column named field
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "import pandas as pd\n", | |
| "from bokeh.plotting import figure, output_notebook, show, ColumnDataSource\n", | |
| "from bokeh.models import HoverTool\n", | |
| "# Create two data frames, one has a column named 'field'\n", | |
| "df_with_field_column = pd.DataFrame.from_dict({'treatment': ['aa', 'bb', 'cc', 'dd'], 'date': [0.23, 0.45, 0.75, 1.30], 'C': ['uyfyurf','yfytf','uyfdty','adeff'], 'I':['20160917_abc','20160917_def','20160917_ghi','20160917_jkl'], 'field':[0, 1, 2, 3]})\n", | |
| "df = pd.DataFrame.from_dict({'treatment': ['aa', 'bb', 'cc', 'dd'], 'date': [0.23, 0.45, 0.75, 1.30], 'C': ['uyfyurf','yfytf','uyfdty','adeff'], 'I':['20160917_abc','20160917_def','20160917_ghi','20160917_jkl']})\n", | |
| "s = ColumnDataSource(data=df)\n", | |
| "s_with_field_column = ColumnDataSource(data=df_with_field_column)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 2, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/html": [ | |
| "<div>\n", | |
| "<style>\n", | |
| " .dataframe thead tr:only-child th {\n", | |
| " text-align: right;\n", | |
| " }\n", | |
| "\n", | |
| " .dataframe thead th {\n", | |
| " text-align: left;\n", | |
| " }\n", | |
| "\n", | |
| " .dataframe tbody tr th {\n", | |
| " vertical-align: top;\n", | |
| " }\n", | |
| "</style>\n", | |
| "<table border=\"1\" class=\"dataframe\">\n", | |
| " <thead>\n", | |
| " <tr style=\"text-align: right;\">\n", | |
| " <th></th>\n", | |
| " <th>C</th>\n", | |
| " <th>I</th>\n", | |
| " <th>date</th>\n", | |
| " <th>treatment</th>\n", | |
| " <th>index</th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>uyfyurf</td>\n", | |
| " <td>20160917_abc</td>\n", | |
| " <td>0.23</td>\n", | |
| " <td>aa</td>\n", | |
| " <td>0</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>1</th>\n", | |
| " <td>yfytf</td>\n", | |
| " <td>20160917_def</td>\n", | |
| " <td>0.45</td>\n", | |
| " <td>bb</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>2</th>\n", | |
| " <td>uyfdty</td>\n", | |
| " <td>20160917_ghi</td>\n", | |
| " <td>0.75</td>\n", | |
| " <td>cc</td>\n", | |
| " <td>2</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>3</th>\n", | |
| " <td>adeff</td>\n", | |
| " <td>20160917_jkl</td>\n", | |
| " <td>1.30</td>\n", | |
| " <td>dd</td>\n", | |
| " <td>3</td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
| "</table>\n", | |
| "</div>" | |
| ], | |
| "text/plain": [ | |
| " C I date treatment index\n", | |
| "0 uyfyurf 20160917_abc 0.23 aa 0\n", | |
| "1 yfytf 20160917_def 0.45 bb 1\n", | |
| "2 uyfdty 20160917_ghi 0.75 cc 2\n", | |
| "3 adeff 20160917_jkl 1.30 dd 3" | |
| ] | |
| }, | |
| "execution_count": 2, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "s.to_df()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 3, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/html": [ | |
| "<div>\n", | |
| "<style>\n", | |
| " .dataframe thead tr:only-child th {\n", | |
| " text-align: right;\n", | |
| " }\n", | |
| "\n", | |
| " .dataframe thead th {\n", | |
| " text-align: left;\n", | |
| " }\n", | |
| "\n", | |
| " .dataframe tbody tr th {\n", | |
| " vertical-align: top;\n", | |
| " }\n", | |
| "</style>\n", | |
| "<table border=\"1\" class=\"dataframe\">\n", | |
| " <thead>\n", | |
| " <tr style=\"text-align: right;\">\n", | |
| " <th></th>\n", | |
| " <th>C</th>\n", | |
| " <th>I</th>\n", | |
| " <th>date</th>\n", | |
| " <th>field</th>\n", | |
| " <th>treatment</th>\n", | |
| " <th>index</th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>uyfyurf</td>\n", | |
| " <td>20160917_abc</td>\n", | |
| " <td>0.23</td>\n", | |
| " <td>0</td>\n", | |
| " <td>aa</td>\n", | |
| " <td>0</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>1</th>\n", | |
| " <td>yfytf</td>\n", | |
| " <td>20160917_def</td>\n", | |
| " <td>0.45</td>\n", | |
| " <td>1</td>\n", | |
| " <td>bb</td>\n", | |
| " <td>1</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>2</th>\n", | |
| " <td>uyfdty</td>\n", | |
| " <td>20160917_ghi</td>\n", | |
| " <td>0.75</td>\n", | |
| " <td>2</td>\n", | |
| " <td>cc</td>\n", | |
| " <td>2</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>3</th>\n", | |
| " <td>adeff</td>\n", | |
| " <td>20160917_jkl</td>\n", | |
| " <td>1.30</td>\n", | |
| " <td>3</td>\n", | |
| " <td>dd</td>\n", | |
| " <td>3</td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
| "</table>\n", | |
| "</div>" | |
| ], | |
| "text/plain": [ | |
| " C I date field treatment index\n", | |
| "0 uyfyurf 20160917_abc 0.23 0 aa 0\n", | |
| "1 yfytf 20160917_def 0.45 1 bb 1\n", | |
| "2 uyfdty 20160917_ghi 0.75 2 cc 2\n", | |
| "3 adeff 20160917_jkl 1.30 3 dd 3" | |
| ] | |
| }, | |
| "execution_count": 3, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "s_with_field_column.to_df()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 4, | |
| "metadata": {}, | |
| "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=\"70919c97-72c9-4eca-aee7-45dd16379db1\">Loading BokehJS ...</span>\n", | |
| " </div>" | |
| ] | |
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| "metadata": {}, | |
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| " window._bokeh_is_loading = undefined;\n", | |
| " }\n", | |
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| "\n", | |
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| " if (typeof (window._bokeh_timeout) === \"undefined\" || force === true) {\n", | |
| " window._bokeh_timeout = Date.now() + 5000;\n", | |
| " window._bokeh_failed_load = false;\n", | |
| " }\n", | |
| "\n", | |
| " var NB_LOAD_WARNING = {'data': {'text/html':\n", | |
| " \"<div style='background-color: #fdd'>\\n\"+\n", | |
| " \"<p>\\n\"+\n", | |
| " \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n", | |
| " \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n", | |
| " \"</p>\\n\"+\n", | |
| " \"<ul>\\n\"+\n", | |
| " \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n", | |
| " \"<li>use INLINE resources instead, as so:</li>\\n\"+\n", | |
| " \"</ul>\\n\"+\n", | |
| " \"<code>\\n\"+\n", | |
| " \"from bokeh.resources import INLINE\\n\"+\n", | |
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| "\n", | |
| " function run_callbacks() {\n", | |
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| " console.log(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n", | |
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| " if (js_urls == null || js_urls.length === 0) {\n", | |
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| " 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", | |
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| " };\n", | |
| " s.onerror = function() {\n", | |
| " console.warn(\"failed to load library \" + url);\n", | |
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| " console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", | |
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| " Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-0.12.5.min.css\");\n", | |
| " console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.5.min.css\");\n", | |
| " Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.5.min.css\");\n", | |
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| " if (typeof (window._bokeh_timeout) === \"undefined\" || force === true) {\n", | |
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| " \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n", | |
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| " \"<ul>\\n\"+\n", | |
| " \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n", | |
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| " \"</ul>\\n\"+\n", | |
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| " \n", | |
| " Bokeh.embed.embed_items(docs_json, render_items);\n", | |
| " };\n", | |
| " if (document.readyState != \"loading\") fn();\n", | |
| " else document.addEventListener(\"DOMContentLoaded\", fn);\n", | |
| " })();\n", | |
| " },\n", | |
| " function(Bokeh) {\n", | |
| " }\n", | |
| " ];\n", | |
| " \n", | |
| " function run_inline_js() {\n", | |
| " \n", | |
| " if ((window.Bokeh !== undefined) || (force === true)) {\n", | |
| " for (var i = 0; i < inline_js.length; i++) {\n", | |
| " inline_js[i](window.Bokeh);\n", | |
| " }if (force === true) {\n", | |
| " display_loaded();\n", | |
| " }} else if (Date.now() < window._bokeh_timeout) {\n", | |
| " setTimeout(run_inline_js, 100);\n", | |
| " } else if (!window._bokeh_failed_load) {\n", | |
| " console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n", | |
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| " } else if (force !== true) {\n", | |
| " var cell = $(document.getElementById(\"29e4d301-3a89-47dc-b70c-45d3bb065a57\")).parents('.cell').data().cell;\n", | |
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| " }\n", | |
| " \n", | |
| " }\n", | |
| " \n", | |
| " if (window._bokeh_is_loading === 0) {\n", | |
| " console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n", | |
| " run_inline_js();\n", | |
| " } else {\n", | |
| " load_libs(js_urls, function() {\n", | |
| " console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n", | |
| " run_inline_js();\n", | |
| " });\n", | |
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| "f = figure()\n", | |
| "f.circle('date', 'date', source=s)\n", | |
| "output_notebook()\n", | |
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| "\n", | |
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| " var NB_LOAD_WARNING = {'data': {'text/html':\n", | |
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| "\n", | |
| " var inline_js = [\n", | |
| " function(Bokeh) {\n", | |
| " Bokeh.set_log_level(\"info\");\n", | |
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| " function(Bokeh) {\n", | |
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| " \n", | |
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| " console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.5.min.css\");\n", | |
| " Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.5.min.css\");\n", | |
| " }\n", | |
| " ];\n", | |
| "\n", | |
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| " for (var i = 0; i < inline_js.length; i++) {\n", | |
| " inline_js[i](window.Bokeh);\n", | |
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| " }} else if (Date.now() < window._bokeh_timeout) {\n", | |
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| " console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n", | |
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| " } else if (force !== true) {\n", | |
| " var cell = $(document.getElementById(\"39bfc3e1-2268-4574-bb36-1ace8a5513a0\")).parents('.cell').data().cell;\n", | |
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| "\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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| " \n", | |
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| " \n", | |
| " var NB_LOAD_WARNING = {'data': {'text/html':\n", | |
| " \"<div style='background-color: #fdd'>\\n\"+\n", | |
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| " \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n", | |
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| " \"<ul>\\n\"+\n", | |
| " \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n", | |
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| " function display_loaded() {\n", | |
| " if (window.Bokeh !== undefined) {\n", | |
| " var el = document.getElementById(\"85efde08-89af-42ec-abbd-9a684b829d2c\");\n", | |
| " el.textContent = \"BokehJS \" + Bokeh.version + \" successfully loaded.\";\n", | |
| " } else if (Date.now() < window._bokeh_timeout) {\n", | |
| " setTimeout(display_loaded, 100)\n", | |
| " }\n", | |
| " }\n", | |
| " \n", | |
| " function run_callbacks() {\n", | |
| " window._bokeh_onload_callbacks.forEach(function(callback) { callback() });\n", | |
| " delete window._bokeh_onload_callbacks\n", | |
| " console.info(\"Bokeh: all callbacks have finished\");\n", | |
| " }\n", | |
| " \n", | |
| " function load_libs(js_urls, callback) {\n", | |
| " window._bokeh_onload_callbacks.push(callback);\n", | |
| " if (window._bokeh_is_loading > 0) {\n", | |
| " console.log(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n", | |
| " return null;\n", | |
| " }\n", | |
| " if (js_urls == null || js_urls.length === 0) {\n", | |
| " run_callbacks();\n", | |
| " return null;\n", | |
| " }\n", | |
| " console.log(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n", | |
| " window._bokeh_is_loading = js_urls.length;\n", | |
| " for (var i = 0; i < js_urls.length; i++) {\n", | |
| " var url = js_urls[i];\n", | |
| " var s = document.createElement('script');\n", | |
| " s.src = url;\n", | |
| " s.async = false;\n", | |
| " s.onreadystatechange = s.onload = function() {\n", | |
| " window._bokeh_is_loading--;\n", | |
| " if (window._bokeh_is_loading === 0) {\n", | |
| " console.log(\"Bokeh: all BokehJS libraries loaded\");\n", | |
| " run_callbacks()\n", | |
| " }\n", | |
| " };\n", | |
| " s.onerror = function() {\n", | |
| " console.warn(\"failed to load library \" + url);\n", | |
| " };\n", | |
| " console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", | |
| " document.getElementsByTagName(\"head\")[0].appendChild(s);\n", | |
| " }\n", | |
| " };var element = document.getElementById(\"85efde08-89af-42ec-abbd-9a684b829d2c\");\n", | |
| " if (element == null) {\n", | |
| " console.log(\"Bokeh: ERROR: autoload.js configured with elementid '85efde08-89af-42ec-abbd-9a684b829d2c' but no matching script tag was found. \")\n", | |
| " return false;\n", | |
| " }\n", | |
| " \n", | |
| " var js_urls = [];\n", | |
| " \n", | |
| " var inline_js = [\n", | |
| " function(Bokeh) {\n", | |
| " (function() {\n", | |
| " var fn = function() {\n", | |
| " var docs_json = {\"2a6ef374-c98f-4cfd-b2a4-9367c91038ec\":{\"roots\":{\"references\":[{\"attributes\":{\"plot\":{\"id\":\"e81b39cc-44e3-4630-9490-2569ac778b34\",\"subtype\":\"Figure\",\"type\":\"Plot\"}},\"id\":\"030393be-1cd3-41f3-8a9d-bf98acb0c7af\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"0b6cb813-1abc-428e-a859-5224bea94dde\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"c6787306-893a-433f-bb31-57d7302ddcb0\",\"type\":\"ToolEvents\"},{\"attributes\":{\"plot\":{\"id\":\"e81b39cc-44e3-4630-9490-2569ac778b34\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"0b6cb813-1abc-428e-a859-5224bea94dde\",\"type\":\"BasicTicker\"}},\"id\":\"54bbafb2-8f2f-49f4-b4f2-b8ee89ab9670\",\"type\":\"Grid\"},{\"attributes\":{\"callback\":null,\"column_names\":[\"C\",\"I\",\"date\",\"field\",\"treatment\",\"index\"],\"data\":{\"C\":[\"uyfyurf\",\"yfytf\",\"uyfdty\",\"adeff\"],\"I\":[\"20160917_abc\",\"20160917_def\",\"20160917_ghi\",\"20160917_jkl\"],\"date\":{\"__ndarray__\":\"cT0K16NwzT/NzMzMzMzcPwAAAAAAAOg/zczMzMzM9D8=\",\"dtype\":\"float64\",\"shape\":[4]},\"field\":[0,1,2,3],\"index\":[0,1,2,3],\"treatment\":[\"aa\",\"bb\",\"cc\",\"dd\"]}},\"id\":\"a287f0d7-5a38-4ea4-af6f-1e7e74c8eb0f\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"formatter\":{\"id\":\"42df7a60-0880-49af-9203-a26fc3eb3a3d\",\"type\":\"BasicTickFormatter\"},\"plot\":{\"id\":\"e81b39cc-44e3-4630-9490-2569ac778b34\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"0b6cb813-1abc-428e-a859-5224bea94dde\",\"type\":\"BasicTicker\"}},\"id\":\"cd034426-e8ef-4f0d-a5a5-ed93a0c67efc\",\"type\":\"LinearAxis\"},{\"attributes\":{\"overlay\":{\"id\":\"e3151a72-09f4-434f-8b50-2ef85171cc48\",\"type\":\"BoxAnnotation\"},\"plot\":{\"id\":\"e81b39cc-44e3-4630-9490-2569ac778b34\",\"subtype\":\"Figure\",\"type\":\"Plot\"}},\"id\":\"199ca86c-2371-4d0b-a290-1ebbc5d54ed2\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"plot\":{\"id\":\"e81b39cc-44e3-4630-9490-2569ac778b34\",\"subtype\":\"Figure\",\"type\":\"Plot\"}},\"id\":\"73c5a65d-c3ea-43a6-a879-536bff405f50\",\"type\":\"HelpTool\"},{\"attributes\":{\"data_source\":{\"id\":\"a287f0d7-5a38-4ea4-af6f-1e7e74c8eb0f\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"abd05e27-32c8-4c62-8fa5-78b638f16c00\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"77364b2c-2a30-422e-a676-26007951b341\",\"type\":\"Circle\"},\"selection_glyph\":null},\"id\":\"251dac72-0635-47fb-a9b5-c1b16470ffe1\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"plot\":{\"id\":\"e81b39cc-44e3-4630-9490-2569ac778b34\",\"subtype\":\"Figure\",\"type\":\"Plot\"}},\"id\":\"a87265f3-087b-4d2f-a7c4-2d3fd110b8a7\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"f02a2c45-8afd-4ffa-9ad4-2ad3b855632d\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"plot\":{\"id\":\"e81b39cc-44e3-4630-9490-2569ac778b34\",\"subtype\":\"Figure\",\"type\":\"Plot\"}},\"id\":\"9efa9493-2712-4b5c-b47e-ad6f6979abc6\",\"type\":\"PanTool\"},{\"attributes\":{\"plot\":{\"id\":\"e81b39cc-44e3-4630-9490-2569ac778b34\",\"subtype\":\"Figure\",\"type\":\"Plot\"}},\"id\":\"c2faaedc-50cb-41c0-835f-652d79c1a3a6\",\"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\":\"e3151a72-09f4-434f-8b50-2ef85171cc48\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"formatter\":{\"id\":\"f02a2c45-8afd-4ffa-9ad4-2ad3b855632d\",\"type\":\"BasicTickFormatter\"},\"plot\":{\"id\":\"e81b39cc-44e3-4630-9490-2569ac778b34\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"0651d384-eb98-4ea9-bb1d-0aa28b7b9c28\",\"type\":\"BasicTicker\"}},\"id\":\"4a9acab4-564c-4c5d-b564-1692a322ea20\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"0651d384-eb98-4ea9-bb1d-0aa28b7b9c28\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"42df7a60-0880-49af-9203-a26fc3eb3a3d\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"below\":[{\"id\":\"cd034426-e8ef-4f0d-a5a5-ed93a0c67efc\",\"type\":\"LinearAxis\"}],\"left\":[{\"id\":\"4a9acab4-564c-4c5d-b564-1692a322ea20\",\"type\":\"LinearAxis\"}],\"renderers\":[{\"id\":\"cd034426-e8ef-4f0d-a5a5-ed93a0c67efc\",\"type\":\"LinearAxis\"},{\"id\":\"54bbafb2-8f2f-49f4-b4f2-b8ee89ab9670\",\"type\":\"Grid\"},{\"id\":\"4a9acab4-564c-4c5d-b564-1692a322ea20\",\"type\":\"LinearAxis\"},{\"id\":\"4a51aeac-c8c9-49c8-97b4-30a038927bf9\",\"type\":\"Grid\"},{\"id\":\"e3151a72-09f4-434f-8b50-2ef85171cc48\",\"type\":\"BoxAnnotation\"},{\"id\":\"251dac72-0635-47fb-a9b5-c1b16470ffe1\",\"type\":\"GlyphRenderer\"}],\"title\":{\"id\":\"c385c7bb-b013-48de-b774-edfd30b09b2b\",\"type\":\"Title\"},\"tool_events\":{\"id\":\"c6787306-893a-433f-bb31-57d7302ddcb0\",\"type\":\"ToolEvents\"},\"toolbar\":{\"id\":\"7dc17550-304d-4bc0-8b54-cb1b321b1a63\",\"type\":\"Toolbar\"},\"x_range\":{\"id\":\"529832e7-5f37-410f-a587-bf1dcf8a55b3\",\"type\":\"DataRange1d\"},\"y_range\":{\"id\":\"847ba516-ed7f-46a7-81eb-26ac612c2554\",\"type\":\"DataRange1d\"}},\"id\":\"e81b39cc-44e3-4630-9490-2569ac778b34\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"plot\":null,\"text\":\"\"},\"id\":\"c385c7bb-b013-48de-b774-edfd30b09b2b\",\"type\":\"Title\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"date\"},\"y\":{\"field\":\"date\"}},\"id\":\"77364b2c-2a30-422e-a676-26007951b341\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null},\"id\":\"529832e7-5f37-410f-a587-bf1dcf8a55b3\",\"type\":\"DataRange1d\"},{\"attributes\":{\"dimension\":1,\"plot\":{\"id\":\"e81b39cc-44e3-4630-9490-2569ac778b34\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"0651d384-eb98-4ea9-bb1d-0aa28b7b9c28\",\"type\":\"BasicTicker\"}},\"id\":\"4a51aeac-c8c9-49c8-97b4-30a038927bf9\",\"type\":\"Grid\"},{\"attributes\":{\"fill_color\":{\"value\":\"#1f77b4\"},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"date\"},\"y\":{\"field\":\"date\"}},\"id\":\"abd05e27-32c8-4c62-8fa5-78b638f16c00\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null},\"id\":\"847ba516-ed7f-46a7-81eb-26ac612c2554\",\"type\":\"DataRange1d\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"9efa9493-2712-4b5c-b47e-ad6f6979abc6\",\"type\":\"PanTool\"},{\"id\":\"030393be-1cd3-41f3-8a9d-bf98acb0c7af\",\"type\":\"WheelZoomTool\"},{\"id\":\"199ca86c-2371-4d0b-a290-1ebbc5d54ed2\",\"type\":\"BoxZoomTool\"},{\"id\":\"a87265f3-087b-4d2f-a7c4-2d3fd110b8a7\",\"type\":\"SaveTool\"},{\"id\":\"c2faaedc-50cb-41c0-835f-652d79c1a3a6\",\"type\":\"ResetTool\"},{\"id\":\"73c5a65d-c3ea-43a6-a879-536bff405f50\",\"type\":\"HelpTool\"}]},\"id\":\"7dc17550-304d-4bc0-8b54-cb1b321b1a63\",\"type\":\"Toolbar\"}],\"root_ids\":[\"e81b39cc-44e3-4630-9490-2569ac778b34\"]},\"title\":\"Bokeh Application\",\"version\":\"0.12.5\"}};\n", | |
| " var render_items = [{\"docid\":\"2a6ef374-c98f-4cfd-b2a4-9367c91038ec\",\"elementid\":\"85efde08-89af-42ec-abbd-9a684b829d2c\",\"modelid\":\"e81b39cc-44e3-4630-9490-2569ac778b34\"}];\n", | |
| " \n", | |
| " Bokeh.embed.embed_items(docs_json, render_items);\n", | |
| " };\n", | |
| " if (document.readyState != \"loading\") fn();\n", | |
| " else document.addEventListener(\"DOMContentLoaded\", fn);\n", | |
| " })();\n", | |
| " },\n", | |
| " function(Bokeh) {\n", | |
| " }\n", | |
| " ];\n", | |
| " \n", | |
| " function run_inline_js() {\n", | |
| " \n", | |
| " if ((window.Bokeh !== undefined) || (force === true)) {\n", | |
| " for (var i = 0; i < inline_js.length; i++) {\n", | |
| " inline_js[i](window.Bokeh);\n", | |
| " }if (force === true) {\n", | |
| " display_loaded();\n", | |
| " }} else if (Date.now() < window._bokeh_timeout) {\n", | |
| " setTimeout(run_inline_js, 100);\n", | |
| " } else if (!window._bokeh_failed_load) {\n", | |
| " console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n", | |
| " window._bokeh_failed_load = true;\n", | |
| " } else if (force !== true) {\n", | |
| " var cell = $(document.getElementById(\"85efde08-89af-42ec-abbd-9a684b829d2c\")).parents('.cell').data().cell;\n", | |
| " cell.output_area.append_execute_result(NB_LOAD_WARNING)\n", | |
| " }\n", | |
| " \n", | |
| " }\n", | |
| " \n", | |
| " if (window._bokeh_is_loading === 0) {\n", | |
| " console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n", | |
| " run_inline_js();\n", | |
| " } else {\n", | |
| " load_libs(js_urls, function() {\n", | |
| " console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n", | |
| " run_inline_js();\n", | |
| " });\n", | |
| " }\n", | |
| " }(this));\n", | |
| "</script>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "f2 = figure()\n", | |
| "f2.circle('date', 'date', source=s_with_field_column)\n", | |
| "output_notebook()\n", | |
| "show(f2)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 7, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "'0.20.1'" | |
| ] | |
| }, | |
| "execution_count": 7, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "pd.__version__" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 8, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "'0.12.5'" | |
| ] | |
| }, | |
| "execution_count": 8, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "import bokeh \n", | |
| "bokeh.__version__" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 9, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "Darwin mac-almf4.wlan.embl.de 16.6.0 Darwin Kernel Version 16.6.0: Fri Apr 14 16:21:16 PDT 2017; root:xnu-3789.60.24~6/RELEASE_X86_64 x86_64\r\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "!uname -a" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 10, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "ename": "NameError", | |
| "evalue": "name 'python' is not defined", | |
| "output_type": "error", | |
| "traceback": [ | |
| "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", | |
| "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", | |
| "\u001b[0;32m<ipython-input-10-371b8c7a7c2c>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mpython\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__version__\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", | |
| "\u001b[0;31mNameError\u001b[0m: name 'python' is not defined" | |
| ] | |
| } | |
| ], | |
| "source": [] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": null, | |
| "metadata": { | |
| "collapsed": true | |
| }, | |
| "outputs": [], | |
| "source": [] | |
| } | |
| ], | |
| "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": "3.6.0" | |
| } | |
| }, | |
| "nbformat": 4, | |
| "nbformat_minor": 2 | |
| } |
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