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empet/Gantt-traces.ipynb

Created December 7, 2017 17:25
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Gantt-traces.ipynb
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Forum: Gantt+scatter plot"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<script>requirejs.config({paths: { 'plotly': ['https://cdn.plot.ly/plotly-latest.min']},});if(!window.Plotly) {{require(['plotly'],function(plotly) {window.Plotly=plotly;});}}</script>"
],
"text/vnd.plotly.v1+html": [
"<script>requirejs.config({paths: { 'plotly': ['https://cdn.plot.ly/plotly-latest.min']},});if(!window.Plotly) {{require(['plotly'],function(plotly) {window.Plotly=plotly;});}}</script>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"from plotly.offline import download_plotlyjs, init_notebook_mode, iplot, plot\n",
"init_notebook_mode(connected=True)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Plot a Gantt chart:"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.plotly.v1+json": {
"data": [
{
"marker": {
"color": "white"
},
"name": "",
"x": [
"2009-01-01",
"2009-02-01"
],
"y": [
0,
0
]
},
{
"marker": {
"color": "white"
},
"name": "",
"x": [
"2009-03-05",
"2009-04-15"
],
"y": [
1,
1
]
},
{
"marker": {
"color": "white"
},
"name": "",
"x": [
"2009-04-20",
"2009-09-30"
],
"y": [
2,
2
]
},
{
"hoverinfo": "none",
"marker": {
"color": "rgb(210, 60, 180)",
"size": 1
},
"name": "Apple",
"showlegend": true,
"x": [
"2009-04-20",
"2009-04-20"
],
"y": [
0,
0
]
},
{
"hoverinfo": "none",
"marker": {
"color": "rgb(51, 178, 76)",
"size": 1
},
"name": "Banana",
"showlegend": true,
"x": [
"2009-04-20",
"2009-04-20"
],
"y": [
1,
1
]
},
{
"hoverinfo": "none",
"marker": {
"color": "rgb(122, 5, 4)",
"size": 1
},
"name": "Grape",
"showlegend": true,
"x": [
"2009-04-20",
"2009-04-20"
],
"y": [
2,
2
]
}
],
"layout": {
"height": 600,
"hovermode": "closest",
"shapes": [
{
"fillcolor": "rgb(210, 60, 180)",
"line": {
"width": 0
},
"opacity": 1,
"type": "rect",
"x0": "2009-01-01",
"x1": "2009-02-01",
"xref": "x",
"y0": -0.2,
"y1": 0.2,
"yref": "y"
},
{
"fillcolor": "rgb(122, 5, 4)",
"line": {
"width": 0
},
"opacity": 1,
"type": "rect",
"x0": "2009-03-05",
"x1": "2009-04-15",
"xref": "x",
"y0": 0.8,
"y1": 1.2,
"yref": "y"
},
{
"fillcolor": "rgb(51, 178, 76)",
"line": {
"width": 0
},
"opacity": 1,
"type": "rect",
"x0": "2009-04-20",
"x1": "2009-09-30",
"xref": "x",
"y0": 1.8,
"y1": 2.2,
"yref": "y"
}
],
"showlegend": true,
"title": "Gantt Chart",
"width": 900,
"xaxis": {
"rangeselector": {
"buttons": [
{
"count": 7,
"label": "1w",
"step": "day",
"stepmode": "backward"
},
{
"count": 1,
"label": "1m",
"step": "month",
"stepmode": "backward"
},
{
"count": 6,
"label": "6m",
"step": "month",
"stepmode": "backward"
},
{
"count": 1,
"label": "YTD",
"step": "year",
"stepmode": "todate"
},
{
"count": 1,
"label": "1y",
"step": "year",
"stepmode": "backward"
},
{
"step": "all"
}
]
},
"showgrid": false,
"type": "date",
"zeroline": false
},
"yaxis": {
"autorange": false,
"range": [
-1,
4
],
"showgrid": false,
"ticktext": [
"Job A",
"Job B",
"Job C"
],
"tickvals": [
0,
1,
2
],
"zeroline": false
}
}
},
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],
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"<div id=\"62916e4c-bb1c-461a-bb0e-ef990d6cf1e7\" style=\"height: 600px; width: 900px;\" class=\"plotly-graph-div\"></div><script type=\"text/javascript\">require([\"plotly\"], function(Plotly) { window.PLOTLYENV=window.PLOTLYENV || {};window.PLOTLYENV.BASE_URL=\"https://plot.ly\";Plotly.newPlot(\"62916e4c-bb1c-461a-bb0e-ef990d6cf1e7\", [{\"marker\": {\"color\": \"white\"}, \"y\": [0, 0], \"name\": \"\", \"x\": [\"2009-01-01\", \"2009-02-01\"]}, {\"marker\": {\"color\": \"white\"}, \"y\": [1, 1], \"name\": \"\", \"x\": [\"2009-03-05\", \"2009-04-15\"]}, {\"marker\": {\"color\": \"white\"}, \"y\": [2, 2], \"name\": \"\", \"x\": [\"2009-04-20\", \"2009-09-30\"]}, {\"showlegend\": true, \"name\": \"Apple\", \"y\": [0, 0], \"hoverinfo\": \"none\", \"marker\": {\"color\": \"rgb(210, 60, 180)\", \"size\": 1}, \"x\": [\"2009-04-20\", \"2009-04-20\"]}, {\"showlegend\": true, \"name\": \"Banana\", \"y\": [1, 1], \"hoverinfo\": \"none\", \"marker\": {\"color\": \"rgb(51, 178, 76)\", \"size\": 1}, \"x\": [\"2009-04-20\", \"2009-04-20\"]}, {\"showlegend\": true, \"name\": \"Grape\", \"y\": [2, 2], \"hoverinfo\": \"none\", \"marker\": {\"color\": \"rgb(122, 5, 4)\", \"size\": 1}, \"x\": [\"2009-04-20\", \"2009-04-20\"]}], {\"showlegend\": true, \"title\": \"Gantt Chart\", \"yaxis\": {\"showgrid\": false, \"range\": [-1, 4], \"zeroline\": false, \"ticktext\": [\"Job A\", \"Job B\", \"Job C\"], \"autorange\": false, \"tickvals\": [0, 1, 2]}, \"height\": 600, \"shapes\": [{\"opacity\": 1, \"xref\": \"x\", \"yref\": \"y\", \"fillcolor\": \"rgb(210, 60, 180)\", \"y1\": 0.2, \"y0\": -0.2, \"x0\": \"2009-01-01\", \"x1\": \"2009-02-01\", \"type\": \"rect\", \"line\": {\"width\": 0}}, {\"opacity\": 1, \"xref\": \"x\", \"yref\": \"y\", \"fillcolor\": \"rgb(122, 5, 4)\", \"y1\": 1.2, \"y0\": 0.8, \"x0\": \"2009-03-05\", \"x1\": \"2009-04-15\", \"type\": \"rect\", \"line\": {\"width\": 0}}, {\"opacity\": 1, \"xref\": \"x\", \"yref\": \"y\", \"fillcolor\": \"rgb(51, 178, 76)\", \"y1\": 2.2, \"y0\": 1.8, \"x0\": \"2009-04-20\", \"x1\": \"2009-09-30\", \"type\": \"rect\", \"line\": {\"width\": 0}}], \"width\": 900, \"xaxis\": {\"zeroline\": false, \"rangeselector\": {\"buttons\": [{\"count\": 7, \"step\": \"day\", \"stepmode\": \"backward\", \"label\": \"1w\"}, {\"count\": 1, \"step\": \"month\", \"stepmode\": \"backward\", \"label\": \"1m\"}, {\"count\": 6, \"step\": \"month\", \"stepmode\": \"backward\", \"label\": \"6m\"}, {\"count\": 1, \"step\": \"year\", \"stepmode\": \"todate\", \"label\": \"YTD\"}, {\"count\": 1, \"step\": \"year\", \"stepmode\": \"backward\", \"label\": \"1y\"}, {\"step\": \"all\"}]}, \"type\": \"date\", \"showgrid\": false}, \"hovermode\": \"closest\"}, {\"linkText\": \"Export to plot.ly\", \"showLink\": true})});</script>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import plotly.figure_factory as ff\n",
"from datetime import datetime\n",
"\n",
"df = [dict(Task=\"Job A\", Start='2009-01-01', Finish='2009-02-01', Resource='Apple'),\n",
" dict(Task=\"Job B\", Start='2009-03-05', Finish='2009-04-15', Resource='Grape'),\n",
" dict(Task=\"Job C\", Start='2009-04-20', Finish='2009-09-30', Resource='Banana')]\n",
"\n",
"colors = ['#7a0504', (0.2, 0.7, 0.3), 'rgb(210, 60, 180)']\n",
"\n",
"fig = ff.create_gantt(df, colors=colors, index_col='Resource', reverse_colors=True, show_colorbar=True)\n",
"iplot(fig)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Inspect `fig['data']` and `fig['layout']` in case you want to update some dicts:"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[{'marker': {'color': 'white'},\n",
" 'name': '',\n",
" 'x': ['2009-01-01', '2009-02-01'],\n",
" 'y': [0, 0]},\n",
" {'marker': {'color': 'white'},\n",
" 'name': '',\n",
" 'x': ['2009-03-05', '2009-04-15'],\n",
" 'y': [1, 1]},\n",
" {'marker': {'color': 'white'},\n",
" 'name': '',\n",
" 'x': ['2009-04-20', '2009-09-30'],\n",
" 'y': [2, 2]},\n",
" {'hoverinfo': 'none',\n",
" 'marker': {'color': 'rgb(210, 60, 180)', 'size': 1},\n",
" 'name': 'Apple',\n",
" 'showlegend': True,\n",
" 'x': ['2009-04-20', '2009-04-20'],\n",
" 'y': [0, 0]},\n",
" {'hoverinfo': 'none',\n",
" 'marker': {'color': 'rgb(51, 178, 76)', 'size': 1},\n",
" 'name': 'Banana',\n",
" 'showlegend': True,\n",
" 'x': ['2009-04-20', '2009-04-20'],\n",
" 'y': [1, 1]},\n",
" {'hoverinfo': 'none',\n",
" 'marker': {'color': 'rgb(122, 5, 4)', 'size': 1},\n",
" 'name': 'Grape',\n",
" 'showlegend': True,\n",
" 'x': ['2009-04-20', '2009-04-20'],\n",
" 'y': [2, 2]}]"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"fig['data']"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'height': 600,\n",
" 'hovermode': 'closest',\n",
" 'shapes': [{'fillcolor': 'rgb(210, 60, 180)',\n",
" 'line': {'width': 0},\n",
" 'opacity': 1,\n",
" 'type': 'rect',\n",
" 'x0': '2009-01-01',\n",
" 'x1': '2009-02-01',\n",
" 'xref': 'x',\n",
" 'y0': -0.2,\n",
" 'y1': 0.2,\n",
" 'yref': 'y'},\n",
" {'fillcolor': 'rgb(122, 5, 4)',\n",
" 'line': {'width': 0},\n",
" 'opacity': 1,\n",
" 'type': 'rect',\n",
" 'x0': '2009-03-05',\n",
" 'x1': '2009-04-15',\n",
" 'xref': 'x',\n",
" 'y0': 0.8,\n",
" 'y1': 1.2,\n",
" 'yref': 'y'},\n",
" {'fillcolor': 'rgb(51, 178, 76)',\n",
" 'line': {'width': 0},\n",
" 'opacity': 1,\n",
" 'type': 'rect',\n",
" 'x0': '2009-04-20',\n",
" 'x1': '2009-09-30',\n",
" 'xref': 'x',\n",
" 'y0': 1.8,\n",
" 'y1': 2.2,\n",
" 'yref': 'y'}],\n",
" 'showlegend': True,\n",
" 'title': 'Gantt Chart',\n",
" 'width': 900,\n",
" 'xaxis': {'rangeselector': {'buttons': [{'count': 7,\n",
" 'label': '1w',\n",
" 'step': 'day',\n",
" 'stepmode': 'backward'},\n",
" {'count': 1, 'label': '1m', 'step': 'month', 'stepmode': 'backward'},\n",
" {'count': 6, 'label': '6m', 'step': 'month', 'stepmode': 'backward'},\n",
" {'count': 1, 'label': 'YTD', 'step': 'year', 'stepmode': 'todate'},\n",
" {'count': 1, 'label': '1y', 'step': 'year', 'stepmode': 'backward'},\n",
" {'step': 'all'}]},\n",
" 'showgrid': False,\n",
" 'type': 'date',\n",
" 'zeroline': False},\n",
" 'yaxis': {'autorange': False,\n",
" 'range': [-1, 4],\n",
" 'showgrid': False,\n",
" 'ticktext': ['Job A', 'Job B', 'Job C'],\n",
" 'tickvals': [0, 1, 2],\n",
" 'zeroline': False}}"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"fig['layout']"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"fig['data'] is a list of dicts, while fig['layout'] is just one dict.\n",
"Hence you should append a new dict to fig['data'] in order to insert another trace (scatter plot, for example)."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"yaxis range is [-1, 4]. In a new scatter trace you can plot points and lines connecting them, having datetime as x-coordinates and y-coords between [-1,4].\n",
"If you want to extend yaxis range in the Gantt chart, perform an update like this one: \n",
"\n",
"`fig['layout']['yaxis'].update(range=[-1,6])`"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"scatter_trace=dict(type='scatter',\n",
" x=[datetime(2009, 6, 13), datetime(2009, 7, 13)],\n",
" y=[1, 3])\n"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.plotly.v1+json": {
"data": [
{
"marker": {
"color": "white"
},
"name": "",
"x": [
"2009-01-01",
"2009-02-01"
],
"y": [
0,
0
]
},
{
"marker": {
"color": "white"
},
"name": "",
"x": [
"2009-03-05",
"2009-04-15"
],
"y": [
1,
1
]
},
{
"marker": {
"color": "white"
},
"name": "",
"x": [
"2009-04-20",
"2009-09-30"
],
"y": [
2,
2
]
},
{
"hoverinfo": "none",
"marker": {
"color": "rgb(210, 60, 180)",
"size": 1
},
"name": "Apple",
"showlegend": true,
"x": [
"2009-04-20",
"2009-04-20"
],
"y": [
0,
0
]
},
{
"hoverinfo": "none",
"marker": {
"color": "rgb(51, 178, 76)",
"size": 1
},
"name": "Banana",
"showlegend": true,
"x": [
"2009-04-20",
"2009-04-20"
],
"y": [
1,
1
]
},
{
"hoverinfo": "none",
"marker": {
"color": "rgb(122, 5, 4)",
"size": 1
},
"name": "Grape",
"showlegend": true,
"x": [
"2009-04-20",
"2009-04-20"
],
"y": [
2,
2
]
},
{
"type": "scatter",
"x": [
"2009-06-13",
"2009-07-13"
],
"y": [
1,
3
]
}
],
"layout": {
"height": 600,
"hovermode": "closest",
"shapes": [
{
"fillcolor": "rgb(210, 60, 180)",
"line": {
"width": 0
},
"opacity": 1,
"type": "rect",
"x0": "2009-01-01",
"x1": "2009-02-01",
"xref": "x",
"y0": -0.2,
"y1": 0.2,
"yref": "y"
},
{
"fillcolor": "rgb(122, 5, 4)",
"line": {
"width": 0
},
"opacity": 1,
"type": "rect",
"x0": "2009-03-05",
"x1": "2009-04-15",
"xref": "x",
"y0": 0.8,
"y1": 1.2,
"yref": "y"
},
{
"fillcolor": "rgb(51, 178, 76)",
"line": {
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},
"opacity": 1,
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"x1": "2009-09-30",
"xref": "x",
"y0": 1.8,
"y1": 2.2,
"yref": "y"
}
],
"showlegend": true,
"title": "Gantt Chart",
"width": 900,
"xaxis": {
"rangeselector": {
"buttons": [
{
"count": 7,
"label": "1w",
"step": "day",
"stepmode": "backward"
},
{
"count": 1,
"label": "1m",
"step": "month",
"stepmode": "backward"
},
{
"count": 6,
"label": "6m",
"step": "month",
"stepmode": "backward"
},
{
"count": 1,
"label": "YTD",
"step": "year",
"stepmode": "todate"
},
{
"count": 1,
"label": "1y",
"step": "year",
"stepmode": "backward"
},
{
"step": "all"
}
]
},
"showgrid": false,
"type": "date",
"zeroline": false
},
"yaxis": {
"autorange": false,
"range": [
-1,
4
],
"showgrid": false,
"ticktext": [
"Job A",
"Job B",
"Job C"
],
"tickvals": [
0,
1,
2
],
"zeroline": false
}
}
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],
"source": [
"fig['data'].append(scatter_trace)\n",
"iplot(fig)"
]
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