Change path of cleaned features in Snakefile
parent
6e99e69f8c
commit
12302a9486
14
Snakefile
14
Snakefile
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@ -83,11 +83,21 @@ rule all:
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expand("data/processed/data_for_population_model/{source}_{day_segment}_original.csv",
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source = config["PARAMS_FOR_ANALYSIS"]["SOURCES"],
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day_segment = config["PARAMS_FOR_ANALYSIS"]["DAY_SEGMENTS"]),
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expand("data/processed/{pid}/data_for_individual_model/{source}_{day_segment}_clean.csv",
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expand("data/processed/{pid}/data_for_individual_model/{rows_nan_threshold}|{cols_nan_threshold}_{days_before_threshold}|{days_after_threshold}_{cols_var_threshold}/{source}_{day_segment}_clean.csv",
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pid = config["PIDS"],
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rows_nan_threshold = config["PARAMS_FOR_ANALYSIS"]["ROWS_NAN_THRESHOLD"],
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cols_nan_threshold = config["PARAMS_FOR_ANALYSIS"]["COLS_NAN_THRESHOLD"],
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days_before_threshold = config["PARAMS_FOR_ANALYSIS"]["PARTICIPANT_DAYS_BEFORE_THRESHOLD"],
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days_after_threshold = config["PARAMS_FOR_ANALYSIS"]["PARTICIPANT_DAYS_AFTER_THRESHOLD"],
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cols_var_threshold = config["PARAMS_FOR_ANALYSIS"]["COLS_VAR_THRESHOLD"],
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source = config["PARAMS_FOR_ANALYSIS"]["SOURCES"],
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day_segment = config["PARAMS_FOR_ANALYSIS"]["DAY_SEGMENTS"]),
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expand("data/processed/data_for_population_model/{source}_{day_segment}_clean.csv",
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expand("data/processed/data_for_population_model/{rows_nan_threshold}|{cols_nan_threshold}_{days_before_threshold}|{days_after_threshold}_{cols_var_threshold}/{source}_{day_segment}_clean.csv",
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rows_nan_threshold = config["PARAMS_FOR_ANALYSIS"]["ROWS_NAN_THRESHOLD"],
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cols_nan_threshold = config["PARAMS_FOR_ANALYSIS"]["COLS_NAN_THRESHOLD"],
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days_before_threshold = config["PARAMS_FOR_ANALYSIS"]["PARTICIPANT_DAYS_BEFORE_THRESHOLD"],
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days_after_threshold = config["PARAMS_FOR_ANALYSIS"]["PARTICIPANT_DAYS_AFTER_THRESHOLD"],
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cols_var_threshold = config["PARAMS_FOR_ANALYSIS"]["COLS_VAR_THRESHOLD"],
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source = config["PARAMS_FOR_ANALYSIS"]["SOURCES"],
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day_segment = config["PARAMS_FOR_ANALYSIS"]["DAY_SEGMENTS"]),
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expand("data/processed/data_for_population_model/demographic_features.csv"),
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