22 lines
821 B
Python
22 lines
821 B
Python
from esm_preprocess import *
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from esm_JCQ import reverse_jcq_demand_control_scoring
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questionnaire_name = snakemake.params["questionnaire_name"]
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df_esm = pd.read_csv(snakemake.input[0])
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df_esm_preprocessed = preprocess_esm(df_esm)
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try:
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questionnaire_id = QUESTIONNAIRE_IDS[questionnaire_name]
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except ValueError:
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print("The requested questionnaire name should be one of the following:")
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print(QUESTIONNAIRE_IDS.keys())
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else:
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df_esm_selected = df_esm_preprocessed[df_esm_preprocessed["questionnaire_id"] == questionnaire_id]
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df_esm_clean = clean_up_esm(df_esm_selected)
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if questionnaire_name.startswith("JCQ"):
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df_esm_reversed = reverse_jcq_demand_control_scoring(df_esm_clean)
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df_esm_reversed.to_csv(snakemake.output[0])
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else:
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df_esm_clean.to_csv(snakemake.output[0])
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