632 lines
197 KiB
Text
632 lines
197 KiB
Text
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [],
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"source": [
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"trace_directory = '~/.ros/tracing/profile'"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [],
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"source": [
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"import sys\n",
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"# Assuming a workspace with:\n",
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"# src/tracetools_analysis/\n",
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"# src/micro-ROS/ros_tracing/ros2_tracing/tracetools_read/\n",
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"sys.path.insert(0, '../')\n",
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"sys.path.insert(0, '../../../micro-ROS/ros_tracing/ros2_tracing/tracetools_read/')\n",
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"import datetime as dt\n",
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"import os\n",
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"\n",
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"from bokeh.plotting import figure\n",
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"from bokeh.plotting import output_notebook\n",
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"from bokeh.io import show\n",
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"from bokeh.layouts import row\n",
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"from bokeh.models import ColumnDataSource\n",
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"from bokeh.models import DatetimeTickFormatter\n",
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"from bokeh.models import PrintfTickFormatter\n",
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"import numpy as np\n",
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"import pandas as pd\n",
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"\n",
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"from tracetools_analysis import utils\n",
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"from tracetools_analysis.conversion import ctf\n",
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"from tracetools_analysis.loading import load_pickle\n",
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"from tracetools_analysis.processor import Processor\n",
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"from tracetools_analysis.processor.ros2 import Ros2Handler\n",
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"from tracetools_analysis.processor.profile import ProfileHandler"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"50832 events\n"
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]
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}
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],
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"source": [
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"# Convert\n",
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"trace_directory = os.path.expanduser(trace_directory)\n",
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"pickle_filename = 'pickle'\n",
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"pickle_path = os.path.join(trace_directory, pickle_filename)\n",
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"count = ctf.convert(trace_directory, pickle_path)\n",
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"print(f'{count} events')\n",
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"\n",
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"# Process\n",
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"events = load_pickle(pickle_path)\n",
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"profile_handler = ProfileHandler()\n",
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"ros_handler = Ros2Handler()\n",
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"processor = Processor(profile_handler, ros_handler)\n",
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"processor.process(events)\n",
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"data_model = profile_handler.get_data_model()\n",
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"#data_model.print_model()"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 9,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/html": [
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"\n",
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" <div class=\"bk-root\">\n",
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" <a href=\"https://bokeh.pydata.org\" target=\"_blank\" class=\"bk-logo bk-logo-small bk-logo-notebook\"></a>\n",
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" <span id=\"3136\">Loading BokehJS ...</span>\n",
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" </div>"
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]
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},
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"metadata": {},
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"output_type": "display_data"
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},
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{
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"data": {
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"application/javascript": [
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"\n",
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"(function(root) {\n",
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" function now() {\n",
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" return new Date();\n",
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" }\n",
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"\n",
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" var force = true;\n",
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"\n",
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" if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n",
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" root._bokeh_onload_callbacks = [];\n",
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" root._bokeh_is_loading = undefined;\n",
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" }\n",
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"\n",
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" var JS_MIME_TYPE = 'application/javascript';\n",
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" var HTML_MIME_TYPE = 'text/html';\n",
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" var EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n",
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" var CLASS_NAME = 'output_bokeh rendered_html';\n",
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"\n",
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" /**\n",
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" * Render data to the DOM node\n",
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" */\n",
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" function render(props, node) {\n",
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" var script = document.createElement(\"script\");\n",
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" node.appendChild(script);\n",
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" }\n",
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"\n",
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" /**\n",
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" * Handle when an output is cleared or removed\n",
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" */\n",
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" function handleClearOutput(event, handle) {\n",
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" var cell = handle.cell;\n",
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"\n",
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" var id = cell.output_area._bokeh_element_id;\n",
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" var server_id = cell.output_area._bokeh_server_id;\n",
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" // Clean up Bokeh references\n",
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" if (id != null && id in Bokeh.index) {\n",
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" Bokeh.index[id].model.document.clear();\n",
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" delete Bokeh.index[id];\n",
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" }\n",
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"\n",
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" if (server_id !== undefined) {\n",
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" // Clean up Bokeh references\n",
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" var cmd = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n",
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" cell.notebook.kernel.execute(cmd, {\n",
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" iopub: {\n",
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" output: function(msg) {\n",
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" var id = msg.content.text.trim();\n",
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" if (id in Bokeh.index) {\n",
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" Bokeh.index[id].model.document.clear();\n",
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" delete Bokeh.index[id];\n",
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" }\n",
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" }\n",
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" }\n",
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" });\n",
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" // Destroy server and session\n",
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" var cmd = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n",
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" cell.notebook.kernel.execute(cmd);\n",
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" }\n",
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" }\n",
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"\n",
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" /**\n",
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" * Handle when a new output is added\n",
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" */\n",
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" function handleAddOutput(event, handle) {\n",
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" var output_area = handle.output_area;\n",
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" var output = handle.output;\n",
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"\n",
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" // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n",
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" if ((output.output_type != \"display_data\") || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n",
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" return\n",
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" }\n",
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"\n",
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" var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n",
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"\n",
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" if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n",
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" toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n",
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" // store reference to embed id on output_area\n",
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" output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n",
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" }\n",
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" if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n",
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" var bk_div = document.createElement(\"div\");\n",
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" bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n",
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" var script_attrs = bk_div.children[0].attributes;\n",
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" for (var i = 0; i < script_attrs.length; i++) {\n",
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" toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n",
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" }\n",
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" // store reference to server id on output_area\n",
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" output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n",
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" }\n",
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" }\n",
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"\n",
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" function register_renderer(events, OutputArea) {\n",
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"\n",
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" function append_mime(data, metadata, element) {\n",
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" // create a DOM node to render to\n",
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" var toinsert = this.create_output_subarea(\n",
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" metadata,\n",
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" CLASS_NAME,\n",
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" EXEC_MIME_TYPE\n",
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" );\n",
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" this.keyboard_manager.register_events(toinsert);\n",
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" // Render to node\n",
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" var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n",
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" render(props, toinsert[toinsert.length - 1]);\n",
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" element.append(toinsert);\n",
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" return toinsert\n",
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" }\n",
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"\n",
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" /* Handle when an output is cleared or removed */\n",
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" events.on('clear_output.CodeCell', handleClearOutput);\n",
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" events.on('delete.Cell', handleClearOutput);\n",
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"\n",
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" /* Handle when a new output is added */\n",
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" events.on('output_added.OutputArea', handleAddOutput);\n",
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"\n",
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" /**\n",
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" * Register the mime type and append_mime function with output_area\n",
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" */\n",
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" OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n",
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" /* Is output safe? */\n",
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" safe: true,\n",
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" /* Index of renderer in `output_area.display_order` */\n",
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" index: 0\n",
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" });\n",
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" }\n",
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"\n",
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" // register the mime type if in Jupyter Notebook environment and previously unregistered\n",
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" if (root.Jupyter !== undefined) {\n",
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" var events = require('base/js/events');\n",
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" var OutputArea = require('notebook/js/outputarea').OutputArea;\n",
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"\n",
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" if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n",
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" register_renderer(events, OutputArea);\n",
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" }\n",
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" }\n",
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"\n",
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" \n",
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" if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n",
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" root._bokeh_timeout = Date.now() + 5000;\n",
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" root._bokeh_failed_load = false;\n",
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" }\n",
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"\n",
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" var NB_LOAD_WARNING = {'data': {'text/html':\n",
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" \"<div style='background-color: #fdd'>\\n\"+\n",
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" \"<p>\\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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" \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n",
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" \"</p>\\n\"+\n",
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" \"<ul>\\n\"+\n",
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" \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n",
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" \"<li>use INLINE resources instead, as so:</li>\\n\"+\n",
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" \"</ul>\\n\"+\n",
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" \"<code>\\n\"+\n",
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" \"from bokeh.resources import INLINE\\n\"+\n",
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" \"output_notebook(resources=INLINE)\\n\"+\n",
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" \"</code>\\n\"+\n",
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" \"</div>\"}};\n",
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"\n",
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" function display_loaded() {\n",
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" var el = document.getElementById(\"3136\");\n",
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" if (el != null) {\n",
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" el.textContent = \"BokehJS is loading...\";\n",
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" }\n",
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" if (root.Bokeh !== undefined) {\n",
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" if (el != null) {\n",
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" el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n",
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" }\n",
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" } else if (Date.now() < root._bokeh_timeout) {\n",
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" setTimeout(display_loaded, 100)\n",
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" }\n",
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" }\n",
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"\n",
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"\n",
|
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" function run_callbacks() {\n",
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" try {\n",
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" root._bokeh_onload_callbacks.forEach(function(callback) {\n",
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" if (callback != null)\n",
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" callback();\n",
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" });\n",
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" } finally {\n",
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" delete root._bokeh_onload_callbacks\n",
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" }\n",
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" console.debug(\"Bokeh: all callbacks have finished\");\n",
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" }\n",
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"\n",
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" function load_libs(css_urls, js_urls, callback) {\n",
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" if (css_urls == null) css_urls = [];\n",
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" if (js_urls == null) js_urls = [];\n",
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"\n",
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" root._bokeh_onload_callbacks.push(callback);\n",
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" if (root._bokeh_is_loading > 0) {\n",
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" console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
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" return null;\n",
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" }\n",
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" if (js_urls == null || js_urls.length === 0) {\n",
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" run_callbacks();\n",
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" return null;\n",
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" }\n",
|
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" console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
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" root._bokeh_is_loading = css_urls.length + js_urls.length;\n",
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"\n",
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" function on_load() {\n",
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" root._bokeh_is_loading--;\n",
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" if (root._bokeh_is_loading === 0) {\n",
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" console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n",
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" run_callbacks()\n",
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" }\n",
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" }\n",
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"\n",
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" function on_error() {\n",
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" console.error(\"failed to load \" + url);\n",
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" }\n",
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"\n",
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" for (var i = 0; i < css_urls.length; i++) {\n",
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" var url = css_urls[i];\n",
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" const element = document.createElement(\"link\");\n",
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" element.onload = on_load;\n",
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" element.onerror = on_error;\n",
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" element.rel = \"stylesheet\";\n",
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" element.type = \"text/css\";\n",
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" element.href = url;\n",
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" console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n",
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" document.body.appendChild(element);\n",
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" }\n",
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"\n",
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" for (var i = 0; i < js_urls.length; i++) {\n",
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" var url = js_urls[i];\n",
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" var element = document.createElement('script');\n",
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" element.onload = on_load;\n",
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" element.onerror = on_error;\n",
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" element.async = false;\n",
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" element.src = url;\n",
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" console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
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" document.head.appendChild(element);\n",
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" }\n",
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" };var element = document.getElementById(\"3136\");\n",
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" if (element == null) {\n",
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" console.error(\"Bokeh: ERROR: autoload.js configured with elementid '3136' but no matching script tag was found. \")\n",
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" return false;\n",
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" }\n",
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"\n",
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" function inject_raw_css(css) {\n",
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" const element = document.createElement(\"style\");\n",
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" element.appendChild(document.createTextNode(css));\n",
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" document.body.appendChild(element);\n",
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" }\n",
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"\n",
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" var js_urls = [\"https://cdn.pydata.org/bokeh/release/bokeh-1.2.0.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-widgets-1.2.0.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-tables-1.2.0.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-gl-1.2.0.min.js\"];\n",
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" var css_urls = [\"https://cdn.pydata.org/bokeh/release/bokeh-1.2.0.min.css\", \"https://cdn.pydata.org/bokeh/release/bokeh-widgets-1.2.0.min.css\", \"https://cdn.pydata.org/bokeh/release/bokeh-tables-1.2.0.min.css\"];\n",
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"\n",
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" var inline_js = [\n",
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" function(Bokeh) {\n",
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" Bokeh.set_log_level(\"info\");\n",
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" },\n",
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" \n",
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" function(Bokeh) {\n",
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" \n",
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" },\n",
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" function(Bokeh) {} // ensure no trailing comma for IE\n",
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" ];\n",
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"\n",
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" function run_inline_js() {\n",
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" \n",
|
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" if ((root.Bokeh !== undefined) || (force === true)) {\n",
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" for (var i = 0; i < inline_js.length; i++) {\n",
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" inline_js[i].call(root, root.Bokeh);\n",
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" }if (force === true) {\n",
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" display_loaded();\n",
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" }} else if (Date.now() < root._bokeh_timeout) {\n",
|
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" setTimeout(run_inline_js, 100);\n",
|
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" } else if (!root._bokeh_failed_load) {\n",
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" console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
|
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" root._bokeh_failed_load = true;\n",
|
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" } else if (force !== true) {\n",
|
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" var cell = $(document.getElementById(\"3136\")).parents('.cell').data().cell;\n",
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" cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
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" }\n",
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"\n",
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" }\n",
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"\n",
|
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" if (root._bokeh_is_loading === 0) {\n",
|
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" console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
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" run_inline_js();\n",
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" } else {\n",
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" load_libs(css_urls, js_urls, function() {\n",
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" console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n",
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" run_inline_js();\n",
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" });\n",
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" }\n",
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"}(window));"
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],
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"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(\"3136\");\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() {\n console.error(\"failed to load \" + url);\n }\n\n for (var i = 0; i < css_urls.length; i++) {\n var url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error;\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 for (var i = 0; i < js_urls.length; i++) {\n var url = js_urls[i];\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };var element = document.getElementById(\"3136\");\n if (element == null) {\n console.error(\"Bokeh: ERROR: autoload.js configured with elementid '3136' but no matching script tag was found. \")\n return false;\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 var js_urls = [\"https://cdn.pydata.org/bokeh/release/bokeh-1.2.0.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-widgets-1.2.0.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-tables-1.2.0.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-gl-1.2.0.min.js\"];\n var css_urls = [\"https://cdn.pydata.org/bokeh/release/bokeh-1.2.0.min.css\", \"https://cdn.pydata.org/bokeh/release/bokeh-widgets-1.2.0.min.css\", \"https://cdn.pydata.org/bokeh/release/bokeh-tables-1.2.0.min.css\"];\n\n var inline_js = [\n function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\n \n function(Bokeh) {\n \n },\n function(Bokeh) {} // ensure no trailing comma for IE\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(\"3136\")).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));"
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" var render_items = [{\"docid\":\"b8b3a30a-ead1-4870-8c69-f777bdec6b29\",\"roots\":{\"3139\":\"449e14d7-ddb2-4d71-b4cf-0667fdd37ca8\"}}];\n",
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" }\n",
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" var timer = setInterval(function(root) {\n",
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" if (root.Bokeh !== undefined) {\n",
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" embed_document(root);\n",
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" clearInterval(timer);\n",
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" attempts++;\n",
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" console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
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" clearInterval(timer);\n",
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" }\n",
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" }, 10, root)\n",
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"})(window);"
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"})(window);"
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duration over time: 140677736713300\"},\"id\":\"3621\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"3816\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"3618\",\"type\":\"ColumnDataSource\"}},\"id\":\"3658\",\"type\":\"CDSView\"}],\"root_ids\":[\"3620\"]},\"title\":\"Bokeh Application\",\"version\":\"1.2.0\"}};\n",
|
|
" var render_items = [{\"docid\":\"d1df5576-5c83-45d7-8d6b-3eaacebc885e\",\"roots\":{\"3620\":\"5eb0bcab-a439-4397-8510-63fb20199e81\"}}];\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",
|
|
" embed_document(root);\n",
|
|
" clearInterval(timer);\n",
|
|
" }\n",
|
|
" attempts++;\n",
|
|
" if (attempts > 100) {\n",
|
|
" console.log(\"Bokeh: ERROR: Unable to run BokehJS code 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": "3620"
|
|
}
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"data_util = utils.ProfileDataModelUtil(data_model)\n",
|
|
"ros_data_util = utils.RosDataModelUtil(ros_handler.get_data_model())\n",
|
|
"\n",
|
|
"output_notebook()\n",
|
|
"psize = 450\n",
|
|
"\n",
|
|
"# Plot durations\n",
|
|
"for tid in list(data_util.get_tids()):\n",
|
|
" node_names = ros_data_util.get_node_names_from_tid(tid)\n",
|
|
" node_names_format = ', '.join(node_names) if node_names is not None else 'unknown'\n",
|
|
" functions_data = data_util.get_function_duration_data(tid)\n",
|
|
" for function_data in functions_data:\n",
|
|
" depth = function_data['depth']\n",
|
|
" name = function_data['function_name']\n",
|
|
" parent = function_data['parent_name']\n",
|
|
" df = function_data['data']\n",
|
|
"\n",
|
|
" # Duration vs. actual duration\n",
|
|
" starttime = dt.datetime.fromtimestamp(df.loc[:, 'start_timestamp'].iloc[0] / (1000.0 * 1000000.0)).strftime('%Y-%m-%d %H:%M')\n",
|
|
" duration = df[['start_timestamp', 'duration']]\n",
|
|
" actual_duration = df[['start_timestamp', 'actual_duration']]\n",
|
|
" duration_source = ColumnDataSource(duration)\n",
|
|
" actual_duration_source = ColumnDataSource(actual_duration)\n",
|
|
" duration = figure(\n",
|
|
" title=f'Function duration over time: {name}',\n",
|
|
" x_axis_label=f'start ({starttime})',\n",
|
|
" y_axis_label='duration (ms)',\n",
|
|
" plot_width=psize, plot_height=psize)\n",
|
|
" duration.title.align = 'center'\n",
|
|
" duration.line(\n",
|
|
" x='start_timestamp',\n",
|
|
" y='duration',\n",
|
|
" color='red',\n",
|
|
" legend='effective',\n",
|
|
" line_width=2,\n",
|
|
" source=duration_source)\n",
|
|
" duration.line(\n",
|
|
" x='start_timestamp',\n",
|
|
" y='actual_duration',\n",
|
|
" color='blue',\n",
|
|
" legend='real',\n",
|
|
" line_width=2,\n",
|
|
" source=actual_duration_source)\n",
|
|
" duration.legend.label_text_font_size = '11px'\n",
|
|
" duration.xaxis[0].formatter = DatetimeTickFormatter(seconds=['%Ss'])\n",
|
|
"\n",
|
|
" show(duration)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"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": "3.6.8"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 2
|
|
}
|