{
"metadata": {
"name": "",
"signature": "sha256:55ffc44f520f8332050c99c10b448057c7eb73610cbc6b9cc0ddb2676aeb4199"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": [
"import json\n",
"from collections import defaultdict\n",
"from datetime import datetime\n",
"from IPython.display import HTML\n",
"\n",
"data = json.loads(open('data/commit_activity.json').read())\n",
"series = defaultdict(int)\n",
"for d in data:\n",
" month = datetime.fromtimestamp(d['week']).month\n",
" series[month] += d['total']"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 4
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"HTML('''\n",
"\n",
"\n",
"\n",
"\n",
"\n",
"''' % [{'name': 'flask', 'data': series.values()}])"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"\n",
"\n",
"\n",
"\n",
"\n",
"\n"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 5,
"text": [
""
]
}
],
"prompt_number": 5
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"import json\n",
"from collections import defaultdict\n",
"from datetime import datetime\n",
"\n",
"import jinja2\n",
"from IPython.html.widgets import interact\n",
"from IPython.html import widgets\n",
"from IPython.display import display, display_pretty, Javascript, HTML\n",
"from IPython.utils.traitlets import Any, Bool, Dict, List, Unicode\n"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 1
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"%%javascript\n",
"require.config({\n",
" paths: {\n",
" chartjs: '//code.highcharts.com/highcharts',\n",
" highcharts: '//code.highcharts.com/modules/exporting',\n",
" sandsignika: '//www.highcharts.com/js/themes/sand-signika',\n",
" },\n",
" shim: {\n",
" highcharts: {\n",
" 'deps': ['chartjs', 'sandsignika']\n",
" }\n",
" }\n",
"});"
],
"language": "python",
"metadata": {},
"outputs": [
{
"javascript": [
"require.config({\n",
" paths: {\n",
" chartjs: '//code.highcharts.com/highcharts',\n",
" highcharts: '//code.highcharts.com/modules/exporting',\n",
" sandsignika: '//www.highcharts.com/js/themes/sand-signika',\n",
" },\n",
" shim: {\n",
" highcharts: {\n",
" 'deps': ['chartjs', 'sandsignika']\n",
" }\n",
" }\n",
"});"
],
"metadata": {},
"output_type": "display_data",
"text": [
""
]
}
],
"prompt_number": 2
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"def display_chart_highcharts(show_javascript, show, div):\n",
" template = \"\"\"\n",
" require([\"highcharts\"], function() {\n",
" $('#chart_highcharts').highcharts({\n",
" chart: {\n",
" type: '{{ chart_type }}'\n",
" },\n",
" title: {\n",
" text: '{{ title }}',\n",
" x: -20 //center\n",
" },\n",
" subtitle: {\n",
" text: 'https://github.com/mitsuhiko/flask',\n",
" x: -20\n",
" },\n",
" xAxis: {\n",
" categories: Highcharts.getOptions().lang.shortMonths\n",
" },\n",
" yAxis: {\n",
" title: {\n",
" text: '{{ yaxis }}'\n",
" }\n",
" },\n",
" plotOptions: {{ plot }},\n",
" series: {{ series }}\n",
" });\n",
" });\n",
" \"\"\"\n",
" \n",
" with open('data/{}.json'.format(show.replace('by_', ''))) as f:\n",
" data = json.loads(f.read())\n",
" chart_type = 'line'\n",
" plot = '{}'\n",
" if show == 'by_code_frequency':\n",
" pos_series = defaultdict(int)\n",
" nag_series = defaultdict(int)\n",
" for week, pos, nag in data:\n",
" month = datetime.fromtimestamp(week).month\n",
" pos_series[month] += pos\n",
" nag_series[month] += -nag\n",
" series = [{\n",
" 'name': 'additions',\n",
" 'data': pos_series.values()\n",
" }, {\n",
" 'name': 'deletions ',\n",
" 'data': nag_series.values()\n",
" }]\n",
" title = 'Get the number of additions and deletions per week'\n",
" yaxis = 'aggregate of the number'\n",
" chart_type = 'column'\n",
" plot = \"\"\"{\n",
" column: {\n",
" pointPadding: 0.2,\n",
" borderWidth: 0\n",
" }\n",
" }\"\"\"\n",
" elif show == 'by_contributors':\n",
" data = sorted(data, key=lambda x: x['total'], reverse=True)[:5]\n",
" series = []\n",
" for i in data:\n",
" name = i['author']['login']\n",
" _series = defaultdict(int)\n",
" for d in i['weeks']:\n",
" month = datetime.fromtimestamp(d['w']).month\n",
" _series[month] += (d['a'] + d['c'] + d['d'])\n",
" series.append({\n",
" 'name': name.encode('utf-8'),\n",
" 'data': _series.values()\n",
" })\n",
" title = 'Get contributors list with additions, deletions, and commit counts'\n",
" yaxis = 'commit number'\n",
" \n",
" rendered_template = jinja2.Template(template).render(\n",
" title=title, yaxis=yaxis, series=series,\n",
" chart_type=chart_type, plot=plot\n",
" )\n",
" \n",
" if show_javascript:\n",
" display(widgets.PopupWidget(children=(widgets.HTMLWidget(\n",
" value=''.format(rendered_template)),)))\n",
" display(Javascript(rendered_template))\n",
"\n",
"i = interact(\n",
" display_chart_highcharts,\n",
" show_javascript=widgets.CheckboxWidget(value=False),\n",
" show=widgets.DropdownWidget(\n",
" values={'Code frequency':'by_code_frequency', 'Contributors': 'by_contributors'},\n",
" value='by_contributors'\n",
" ),\n",
" div=widgets.HTMLWidget(value='')\n",
")\n"
],
"language": "python",
"metadata": {},
"outputs": [
{
"javascript": [
"\n",
" require([\"highcharts\"], function() {\n",
" $('#chart_highcharts').highcharts({\n",
" chart: {\n",
" type: 'line'\n",
" },\n",
" title: {\n",
" text: 'Get contributors list with additions, deletions, and commit counts',\n",
" x: -20 //center\n",
" },\n",
" subtitle: {\n",
" text: 'https://github.com/mitsuhiko/flask',\n",
" x: -20\n",
" },\n",
" xAxis: {\n",
" categories: Highcharts.getOptions().lang.shortMonths\n",
" },\n",
" yAxis: {\n",
" title: {\n",
" text: 'commit number'\n",
" }\n",
" },\n",
" plotOptions: {},\n",
" series: [{'data': [369, 276, 598, 15018, 8358, 5181, 6312, 10574, 1718, 1548, 188, 229], 'name': 'mitsuhiko'}, {'data': [957, 15, 134, 1022, 60, 740, 32, 24, 5, 103, 0, 0], 'name': 'rduplain'}, {'data': [0, 0, 25, 0, 258, 0, 18, 30089, 32, 13, 6, 8], 'name': 'untitaker'}, {'data': [0, 12, 9, 78, 700, 38, 63, 29, 5, 44, 0, 91], 'name': 'DasIch'}, {'data': [0, 0, 0, 0, 0, 0, 0, 0, 35, 83, 866, 0], 'name': 'defuz'}]\n",
" });\n",
" });\n",
" "
],
"metadata": {},
"output_type": "display_data",
"text": [
""
]
}
],
"prompt_number": 3
}
],
"metadata": {}
}
]
}