31 lines
807 B
Python
31 lines
807 B
Python
import sqlite3
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import pandas as pd
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import plotly.express as px
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TABLE_NAME = "stats"
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INTERVALS = [50, 100, 1000] # on cron interval is 10min
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# Create your connection.
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cnx = sqlite3.connect('data.sqlite')
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df = pd.read_sql_query(f"SELECT * FROM {TABLE_NAME}", cnx)
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df = df.set_index("date")
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print(f"Find {len(df)} items")
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df["granu"] = 1
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dfs = pd.DataFrame()
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for i in INTERVALS:
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dfi = df[::i].copy()
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dfi["granu"] = i
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dfs = dfs.append(dfi)
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print(f"Find {len(dfs)} items")
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fig = px.area(dfs, title="Wide-Form Input", animation_frame="granu")
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fig.for_each_trace(lambda trace: trace.update(fillcolor = trace.line.color))
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fig["layout"].pop("updatemenus") # optional, drop animation buttons
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fig.update_layout(transition = {'duration': 1e12})
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fig.write_html("stats.html", include_plotlyjs="cdn")
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