19 lines
814 B
Python
19 lines
814 B
Python
import pandas as pd
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from utils.utils import fetch_provider_features, run_provider_cleaning_script
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sensor_data_files = dict(snakemake.input)
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provider = snakemake.params["provider"]
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provider_key = snakemake.params["provider_key"]
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sensor_key = snakemake.params["sensor_key"]
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if sensor_key == "all_cleaning_individual" or sensor_key == "all_cleaning_overall":
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# Data cleaning
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sensor_features = run_provider_cleaning_script(provider, provider_key, sensor_key, sensor_data_files)
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else:
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# Extract sensor features
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del sensor_data_files["time_segments_labels"]
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time_segments_file = snakemake.input["time_segments_labels"]
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sensor_features = fetch_provider_features(provider, provider_key, sensor_key, sensor_data_files, time_segments_file)
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sensor_features.to_csv(snakemake.output[0], index=False) |