14 lines
862 B
Python
14 lines
862 B
Python
import pandas as pd
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from battery.battery_base import base_battery_features
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battery_data = pd.read_csv(snakemake.input[0], parse_dates=["local_start_date_time", "local_end_date_time", "local_start_date", "local_end_date"])
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day_segment = snakemake.params["day_segment"]
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requested_features = snakemake.params["features"]
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battery_features = pd.DataFrame(columns=["local_date"])
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battery_features = battery_features.merge(base_battery_features(battery_data, day_segment, requested_features), on="local_date", how="outer")
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assert len(requested_features) + 1 == battery_features.shape[1], "The number of features in the output dataframe (=" + str(battery_features.shape[1]) + ") does not match the expected value (=" + str(len(requested_features)) + " + 1). Verify your battery feature extraction functions"
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battery_features.to_csv(snakemake.output[0], index=False)
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