File size: 2,891 Bytes
8a79f2e |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 |
import os
import sys
import pandas as pd
import git
#root directory of github repo
root = git.Repo('.', search_parent_directories = True).working_tree_dir
os.chdir(root)
sys.path.append(root)
from lib.experiment_specs import study_config
from datetime import datetime, timedelta
from data.source.clean_master.management.earnings import Earnings
from lib.data_helpers.confidential import Confidential
class Tango():
tango_folder = os.path.join("data","external","dropbox_confidential", "Tango")
def __init__(self, master):
master_pii = Confidential.add_pii(master)
if datetime.now()>study_config.surveys["Baseline"]["End"]:
self.populate_first_tango(master_pii,"Baseline")
if datetime.now()>study_config.surveys["Endline2"]["End"]:
self.populate_endline_tango(master_pii)
pass
"""creates the tango card for baseline payment"""
def populate_first_tango(self, master,survey):
code = study_config.surveys[survey]["Code"]
completes = master.loc[(master[f"{code}_Complete"] == "Complete"), :].reset_index(drop=True)
completes[f"{survey}_Reward"] = completes["InitialPaymentPart1"]
completes[f"{survey}_Message"] = ""
baseline_tango = self.populate_tango_template(completes, f"{survey}_Reward", f"{survey}_Message")
baseline_tango.to_csv(os.path.join(self.tango_folder, f"{survey}_Tango.csv"), index=False)
def populate_endline_tango(self, master):
completes = master.loc[master["AdditionalPay"]>0, :].reset_index(drop=True)
completes["Message"] = completes["OverallMessage"]
endline_tango = self.populate_tango_template(completes, "AdditionalPay", "Message")
endline_tango.to_csv(os.path.join(self.tango_folder, "Endline_Tango.csv"), index=False)
print("Created Endline Tango Card")
return endline_tango
def populate_tango_template(self,completes,reward_col,reward_message):
template = pd.read_csv(os.path.join(self.tango_folder, "Tango_Template.csv"))
template_columns = [x for x in template.columns.values if "Unnamed" not in x]
tango = pd.DataFrame(columns=template_columns)
tango["Recipient Email (required)"] = completes["MainEmail"]
tango['Recipient First Name (required)'] = completes["FirstName"]
tango["Reward Amount (required)"] = completes[reward_col]
tango["Reward Message"] = completes[reward_message]
tango["ETID (required)"] = "E095108"
tango["UTID (required)"] = "U151754"
tango["E2_Complete"] = completes["E2_Complete"]
tango["RevealConfirm"] = completes["M_RevealConfirm"]
return tango
if __name__ == "__main__":
tango_survey = "Baseline"
if tango_survey == "Baseline":
b = pd.read_csv(os.path.join("data","external","intermediate","Surveys","Baseline.csv"))
Tango(b)
|