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adding ability to stack lines in plot grid
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@andrewm4894
andrewm4894 committed May 14, 2020
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241 changes: 241 additions & 0 deletions examples/grid_with_stacked.ipynb
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" col0 col1 col2 col3 col4 \\\n",
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},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"from am4894pd.utils import df_dummy_ts # used to generate some dummy data\n",
"from am4894plots.plots import plot_lines, plot_lines_grid\n",
"from am4894plots.lines.bokeh import plot_lines as plot_lines_bokeh\n",
"from am4894plots.lines.bokeh import plot_lines_grid as plot_lines_grid_bk\n",
"\n",
"# generate some dummy time series data\n",
"df = df_dummy_ts(n_cols=10, freq='1min')\n",
"print(df.shape)\n",
"display(df.head())"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[(Timestamp('2019-01-01 19:01:00'), Timestamp('2019-01-01 22:20:00'), 'lightblue'), (Timestamp('2019-01-01 22:21:00'), Timestamp('2019-01-02 00:00:00'), 'yellow')]\n"
]
}
],
"source": [
"# make shaded region\n",
"shade_regions = [\n",
" (df.index[-300:].min(), df.index[-101], 'lightblue'),\n",
" (df.index[-100:].min(), df.index.max(), 'yellow')\n",
"]\n",
"print(shade_regions)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"subplot_titles = ['col0 & col1', 'col2', 'col3']"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"plot_cols = [['col0','col1'], 'col2', 'col3']"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"# plot each time series on single plot as a line\n",
"plot_lines_grid(\n",
" df, plot_cols, subplot_titles=subplot_titles, return_p=False, show_p=False, out_path='dev/dev.html', h_each=200, \n",
" w=1200, legend=False, yaxes_visible=False, shade_regions=shade_regions, text_position='bottom right', \n",
" xaxes_visible=False\n",
")"
]
}
],
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