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customermgmt_conversion.py
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customermgmt_conversion.py
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import os
import numpy as np
import pandas as pd
import xmltodict
import json
def customermgmt_convert():
with open('dags/sf_3/Batch1/CustomerMgmt.xml') as fd:
doc = xmltodict.parse(fd.read())
fd.close()
with open("dags/sf_3/Batch1/CustomerData.json", "w") as outfile:
outfile.write(json.dumps(doc))
outfile.close()
f = open('dags/sf_3/Batch1/CustomerData.json','r')
cust = json.load(f)
actions = cust['TPCDI:Actions']
action = actions['TPCDI:Action']
cust_df = pd.DataFrame(columns = np.arange(0, 36))
for a in action:
cust_row = {}
# action element
cust_row.update({0: [f"{a.get('@ActionType')}"]})
cust_row.update({1: [f"{a.get('@ActionTS')}"]})
# action.customer element
cust_row.update({2: [f"{a.get('Customer').get('@C_ID')}"]})
cust_row.update({3: [f"{a.get('Customer').get('@C_TAX_ID')}"]})
cust_row.update({4: [f"{a.get('Customer').get('@C_GNDR')}"]})
cust_row.update({5: [f"{a.get('Customer').get('@C_TIER')}"]})
cust_row.update({6: [f"{a.get('Customer').get('@C_DOB')}"]})
# action.customer.name element
if a.get('Customer').get('Name') != None:
cust_row.update({7: [f"{a.get('Customer').get('Name').get('C_L_NAME')}"]})
cust_row.update({8: [f"{a.get('Customer').get('Name').get('C_F_NAME')}"]})
cust_row.update({9: [f"{a.get('Customer').get('Name').get('C_M_NAME')}"]})
else:
cust_row.update({7: [None]})
cust_row.update({8: [None]})
cust_row.update({9: [None]})
# action.customer.address element
if a.get('Customer').get('Address') != None:
cust_row.update({10: [f"{a.get('Customer').get('Address').get('C_ADLINE1')}"]})
cust_row.update({11: [f"{a.get('Customer').get('Address').get('C_ADLINE2')}"]})
cust_row.update({12: [f"{a.get('Customer').get('Address').get('C_ZIPCODE')}"]})
cust_row.update({13: [f"{a.get('Customer').get('Address').get('C_CITY')}"]})
cust_row.update({14: [f"{a.get('Customer').get('Address').get('C_STATE_PROV')}"]})
cust_row.update({15: [f"{a.get('Customer').get('Address').get('C_CTRY')}"]})
else:
cust_row.update({10: [None]})
cust_row.update({11: [None]})
cust_row.update({12: [None]})
cust_row.update({13: [None]})
cust_row.update({14: [None]})
cust_row.update({15: [None]})
# action.customer.contactinfo element
if a.get('Customer').get('ContactInfo') != None:
cust_row.update({16: [f"{a.get('Customer').get('ContactInfo').get('C_PRIM_EMAIL')}"]})
cust_row.update({17: [f"{a.get('Customer').get('ContactInfo').get('C_ALT_EMAIL')}"]})
# action.customer.contactinfo.phone element
# phone_1
cust_row.update({18: [f"{a.get('Customer').get('ContactInfo').get('C_PHONE_1').get('C_CTRY_CODE')}"]})
cust_row.update({19: [f"{a.get('Customer').get('ContactInfo').get('C_PHONE_1').get('C_AREA_CODE')}"]})
cust_row.update({20: [f"{a.get('Customer').get('ContactInfo').get('C_PHONE_1').get('C_LOCAL')}"]})
cust_row.update({21: [f"{a.get('Customer').get('ContactInfo').get('C_PHONE_1').get('C_EXT')}"]})
# phone_2
cust_row.update({22: [f"{a.get('Customer').get('ContactInfo').get('C_PHONE_2').get('C_CTRY_CODE')}"]})
cust_row.update({23: [f"{a.get('Customer').get('ContactInfo').get('C_PHONE_2').get('C_AREA_CODE')}"]})
cust_row.update({24: [f"{a.get('Customer').get('ContactInfo').get('C_PHONE_2').get('C_LOCAL')}"]})
cust_row.update({25: [f"{a.get('Customer').get('ContactInfo').get('C_PHONE_2').get('C_EXT')}"]})
# phone_3
cust_row.update({26: [f"{a.get('Customer').get('ContactInfo').get('C_PHONE_3').get('C_CTRY_CODE')}"]})
cust_row.update({27: [f"{a.get('Customer').get('ContactInfo').get('C_PHONE_3').get('C_AREA_CODE')}"]})
cust_row.update({28: [f"{a.get('Customer').get('ContactInfo').get('C_PHONE_3').get('C_LOCAL')}"]})
cust_row.update({29: [f"{a.get('Customer').get('ContactInfo').get('C_PHONE_3').get('C_EXT')}"]})
else:
cust_row.update({16: [None]})
cust_row.update({17: [None]})
cust_row.update({18: [None]})
cust_row.update({19: [None]})
cust_row.update({20: [None]})
cust_row.update({21: [None]})
cust_row.update({22: [None]})
cust_row.update({23: [None]})
cust_row.update({24: [None]})
cust_row.update({25: [None]})
cust_row.update({26: [None]})
cust_row.update({27: [None]})
cust_row.update({28: [None]})
cust_row.update({29: [None]})
# action.customer.taxinfo element
if a.get('Customer').get('TaxInfo') != None:
cust_row.update({30: [f"{a.get('Customer').get('TaxInfo').get('C_LCL_TX_ID')}"]})
cust_row.update({31: [f"{a.get('Customer').get('TaxInfo').get('C_NAT_TX_ID')}"]})
else:
cust_row.update({30: [None]})
cust_row.update({31: [None]})
# action.customer.account attribute
if a.get('Customer').get('Account') != None:
cust_row.update({32: [f"{a.get('Customer').get('Account').get('@CA_ID')}"]})
cust_row.update({33: [f"{a.get('Customer').get('Account').get('@CA_TAX_ST')}"]})
# action.customer.account element
cust_row.update({34: [f"{a.get('Customer').get('Account').get('CA_B_ID')}"]})
cust_row.update({35: [f"{a.get('Customer').get('Account').get('CA_NAME')}"]})
else:
cust_row.update({32: [None]})
cust_row.update({33: [None]})
cust_row.update({34: [None]})
cust_row.update({35: [None]})
# append to dataframe
cust_df = pd.concat([cust_df, pd.DataFrame.from_dict(cust_row)], axis = 0)
cust_df.replace(to_replace = np.NaN, value = "", inplace = True)
cust_df.replace(to_replace = "None", value = "", inplace = True)
cust_df.to_csv('dags/sf_3/Batch1/CustomerMgmt.csv', index = False)
print('Customer Management data converted from XML to CSV')