59 lines
2 KiB
Python
59 lines
2 KiB
Python
try:
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from gc_wrapper.GC_Wrapper import GC_wrapper as GC
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except ImportError:
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pass
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import pathlib
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import plotly
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import plotly.graph_objs as go
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import tempfile
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import pandas as pd
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# Define temporary file
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temp_file = tempfile.NamedTemporaryFile(mode="w+t", prefix="GC_", suffix=".html", delete=False)
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def get_time_moving(season_metrics):
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df = pd.DataFrame(season_metrics)[['date', 'Time_Moving']]
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# sum up moving times for days with multiple activities
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df = df.groupby(['date']).sum()
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df = df.cumsum()
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df = pd.DataFrame({'date': df.index, 'hours': df['Time_Moving'] / 3600.0})
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start_date = df['date'][0]
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df['days_since'] = df['date'].apply(lambda x: (x - start_date).days)
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return df
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def cumulated_time_trace(season_metrics, color, name):
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df = get_time_moving(season_metrics)
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return go.Scatter(x=df['days_since'], y=df['hours'], line={'color': color}, name=name)
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def main():
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season_metrics_all = GC.seasonMetrics(compare=True)
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seasons_info = GC.season(compare=True)
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fig = go.Figure()
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for season, name in zip(season_metrics_all, seasons_info['name']):
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color = season[1]
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season_metrics = season[0]
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trace = cumulated_time_trace(season_metrics, color, name)
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fig.add_trace(trace)
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fig.update_layout(
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title="Duration Comparison",
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paper_bgcolor='rgba(0, 0, 0, 0)',
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plot_bgcolor='rgba(0, 0, 0, 0)',
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showlegend=True,
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xaxis=dict(showline=True, mirror=True, ticks='inside'),
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yaxis=dict(showline=True, mirror=True, ticks='inside'),
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xaxis_title='Days',
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yaxis_title='Time (h)',
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)
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fig.update_xaxes(showline=True, linewidth=1, linecolor='black', mirror=True)
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fig.update_yaxes(showline=True, linewidth=1, linecolor='black', mirror=True, showgrid=True, gridcolor='lightgray')
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plotly.offline.plot(fig, auto_open=False, filename=temp_file.name)
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GC.webpage(pathlib.Path(temp_file.name).as_uri())
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if __name__ == "__main__":
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main()
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