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import os |
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import sys |
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import pandas as pd |
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import git |
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root = git.Repo('.', search_parent_directories = True).working_tree_dir |
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os.chdir(root) |
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sys.path.append(root) |
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from lib.experiment_specs import study_config |
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from datetime import datetime, timedelta |
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from data.source.clean_master.management.earnings import Earnings |
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from lib.data_helpers.confidential import Confidential |
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class Tango(): |
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tango_folder = os.path.join("data","external","dropbox_confidential", "Tango") |
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def __init__(self, master): |
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master_pii = Confidential.add_pii(master) |
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if datetime.now()>study_config.surveys["Baseline"]["End"]: |
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self.populate_first_tango(master_pii,"Baseline") |
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if datetime.now()>study_config.surveys["Endline2"]["End"]: |
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self.populate_endline_tango(master_pii) |
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pass |
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"""creates the tango card for baseline payment""" |
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def populate_first_tango(self, master,survey): |
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code = study_config.surveys[survey]["Code"] |
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completes = master.loc[(master[f"{code}_Complete"] == "Complete"), :].reset_index(drop=True) |
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completes[f"{survey}_Reward"] = completes["InitialPaymentPart1"] |
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completes[f"{survey}_Message"] = "" |
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baseline_tango = self.populate_tango_template(completes, f"{survey}_Reward", f"{survey}_Message") |
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baseline_tango.to_csv(os.path.join(self.tango_folder, f"{survey}_Tango.csv"), index=False) |
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def populate_endline_tango(self, master): |
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completes = master.loc[master["AdditionalPay"]>0, :].reset_index(drop=True) |
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completes["Message"] = completes["OverallMessage"] |
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endline_tango = self.populate_tango_template(completes, "AdditionalPay", "Message") |
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endline_tango.to_csv(os.path.join(self.tango_folder, "Endline_Tango.csv"), index=False) |
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print("Created Endline Tango Card") |
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return endline_tango |
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def populate_tango_template(self,completes,reward_col,reward_message): |
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template = pd.read_csv(os.path.join(self.tango_folder, "Tango_Template.csv")) |
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template_columns = [x for x in template.columns.values if "Unnamed" not in x] |
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tango = pd.DataFrame(columns=template_columns) |
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tango["Recipient Email (required)"] = completes["MainEmail"] |
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tango['Recipient First Name (required)'] = completes["FirstName"] |
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tango["Reward Amount (required)"] = completes[reward_col] |
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tango["Reward Message"] = completes[reward_message] |
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tango["ETID (required)"] = "E095108" |
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tango["UTID (required)"] = "U151754" |
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tango["E2_Complete"] = completes["E2_Complete"] |
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tango["RevealConfirm"] = completes["M_RevealConfirm"] |
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return tango |
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if __name__ == "__main__": |
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tango_survey = "Baseline" |
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if tango_survey == "Baseline": |
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b = pd.read_csv(os.path.join("data","external","intermediate","Surveys","Baseline.csv")) |
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Tango(b) |
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