{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Basic support for plot.ly backend\n",
"\n",
"Currently, it is based on matplolib and automatic translation of this into plot.ly. Only bar, line and scatter are supported."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"from physt.examples import normal_h2, normal_h1\n",
"from physt.plotting import plotly\n",
"import physt.plotting\n",
"\n",
"physt.plotting.set_default_backend(\"plotly\")"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
""
],
"text/vnd.plotly.v1+html": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import plotly.offline as po\n",
"po.init_notebook_mode()"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"H = normal_h1()"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"application/vnd.plotly.v1+json": {
"data": [
{
"marker": {
"color": "#1F77B4",
"line": {
"width": 0.5
}
},
"opacity": 1,
"orientation": "v",
"type": "bar",
"uid": "90200d66-81b1-11e8-99a8-f83441d5a912",
"x": [
-4.186525632977709,
-3.3753709218686963,
-2.5642162107596835,
-1.7530614996506713,
-0.9419067885416585,
-0.13075207743264627,
0.680402633676366,
1.4915573447853787,
2.3027120558943914,
3.1138667670034037
],
"xaxis": "x",
"y": [
1,
10,
140,
740,
2014,
3142,
2538,
1139,
237,
39
],
"yaxis": "y"
}
],
"layout": {
"autosize": false,
"bargap": 0,
"height": 345,
"hovermode": "closest",
"margin": {
"b": 41,
"l": 42,
"pad": 0,
"r": 14,
"t": 26
},
"showlegend": false,
"title": "normal",
"titlefont": {
"color": "#000000",
"size": 12
},
"width": 460,
"xaxis": {
"anchor": "y",
"domain": [
0,
1
],
"mirror": "ticks",
"nticks": 10,
"range": [
-4.592102988532215,
3.51944412255791
],
"showgrid": false,
"showline": true,
"side": "bottom",
"tickfont": {
"size": 10
},
"ticks": "inside",
"title": "x",
"titlefont": {
"color": "#000000",
"size": 10
},
"type": "linear",
"zeroline": false
},
"yaxis": {
"anchor": "x",
"domain": [
0,
1
],
"mirror": "ticks",
"nticks": 8,
"range": [
0,
3456.2
],
"showgrid": false,
"showline": true,
"side": "left",
"tickfont": {
"size": 10
},
"ticks": "inside",
"type": "linear",
"zeroline": false
}
}
},
"text/html": [
""
],
"text/vnd.plotly.v1+html": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"H.plot.bar()"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.plotly.v1+json": {
"data": [
{
"line": {
"color": "rgba (255, 0, 0, 1)",
"dash": "solid",
"width": 5
},
"mode": "lines",
"name": "_line0",
"type": "scatter",
"uid": "90200d67-81b1-11e8-99a8-f83441d5a912",
"x": [
-4.186525632977709,
-3.3753709218686963,
-2.5642162107596835,
-1.7530614996506713,
-0.9419067885416585,
-0.13075207743264627,
0.680402633676366,
1.4915573447853787,
2.3027120558943914,
3.1138667670034037
],
"xaxis": "x",
"y": [
1,
10,
140,
740,
2014,
3142,
2538,
1139,
237,
39
],
"yaxis": "y"
}
],
"layout": {
"autosize": false,
"height": 345,
"hovermode": "closest",
"margin": {
"b": 41,
"l": 36,
"pad": 0,
"r": 14,
"t": 26
},
"showlegend": false,
"title": "normal",
"titlefont": {
"color": "#000000",
"size": 12
},
"width": 460,
"xaxis": {
"anchor": "y",
"domain": [
0,
1
],
"mirror": "ticks",
"nticks": 10,
"range": [
-4.592102988532215,
3.51944412255791
],
"showgrid": false,
"showline": true,
"side": "bottom",
"tickfont": {
"size": 10
},
"ticks": "inside",
"title": "x",
"titlefont": {
"color": "#000000",
"size": 10
},
"type": "linear",
"zeroline": false
},
"yaxis": {
"anchor": "x",
"domain": [
0,
1
],
"mirror": "ticks",
"nticks": 8,
"range": [
-0.045757490560675115,
3.5799915510204046
],
"showgrid": false,
"showline": true,
"side": "left",
"tickfont": {
"size": 10
},
"ticks": "inside",
"type": "log",
"zeroline": false
}
}
},
"text/html": [
""
],
"text/vnd.plotly.v1+html": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"H.plot.line(color=\"red\", lw=5, yscale=\"log\")"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.plotly.v1+json": {
"data": [
{
"marker": {
"color": [
"rgba(127,0,255,1.0)",
"rgba(127,0,255,1.0)",
"rgba(105,34,254,1.0)",
"rgba(7,171,237,1.0)",
"rgba(200,229,135,1.0)",
"rgba(255,0,0,1.0)",
"rgba(255,144,75,1.0)",
"rgba(56,230,215,1.0)",
"rgba(89,59,253,1.0)",
"rgba(121,9,254,1.0)"
],
"line": {
"color": [
"rgba(127,0,255,1.0)",
"rgba(127,0,255,1.0)",
"rgba(105,34,254,1.0)",
"rgba(7,171,237,1.0)",
"rgba(200,229,135,1.0)",
"rgba(255,0,0,1.0)",
"rgba(255,144,75,1.0)",
"rgba(56,230,215,1.0)",
"rgba(89,59,253,1.0)",
"rgba(121,9,254,1.0)"
],
"width": 1
},
"size": 10,
"symbol": "circle"
},
"mode": "markers",
"type": "scatter",
"uid": "90200d68-81b1-11e8-99a8-f83441d5a912",
"x": [
-4.186525632977709,
-3.3753709218686963,
-2.5642162107596835,
-1.7530614996506713,
-0.9419067885416585,
-0.13075207743264627,
0.680402633676366,
1.4915573447853787,
2.3027120558943914,
3.1138667670034037
],
"xaxis": "x",
"y": [
1,
10,
140,
740,
2014,
3142,
2538,
1139,
237,
39
],
"yaxis": "y"
}
],
"layout": {
"autosize": false,
"height": 345,
"hovermode": "closest",
"margin": {
"b": 41,
"l": 42,
"pad": 0,
"r": 14,
"t": 26
},
"showlegend": false,
"title": "normal",
"titlefont": {
"color": "#000000",
"size": 12
},
"width": 460,
"xaxis": {
"anchor": "y",
"domain": [
0,
1
],
"mirror": "ticks",
"nticks": 10,
"range": [
-4.592102988532215,
3.51944412255791
],
"showgrid": false,
"showline": true,
"side": "bottom",
"tickfont": {
"size": 10
},
"ticks": "inside",
"title": "x",
"titlefont": {
"color": "#000000",
"size": 10
},
"type": "linear",
"zeroline": false
},
"yaxis": {
"anchor": "x",
"domain": [
0,
1
],
"mirror": "ticks",
"nticks": 8,
"range": [
0,
3456.2
],
"showgrid": false,
"showline": true,
"side": "left",
"tickfont": {
"size": 10
},
"ticks": "inside",
"type": "linear",
"zeroline": false
}
}
},
"text/html": [
""
],
"text/vnd.plotly.v1+html": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"H.plot.scatter(s=100, cmap=\"rainbow\")"
]
}
],
"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": "3.6.4"
}
},
"nbformat": 4,
"nbformat_minor": 2
}