system-prompts-and-models-of-ai-tools/task/lambda_function.py

import json
import os

from initOnboarding import initialize_onboarding
from validatedUploadedFiles import run_file_validation
from onboardFundsDummy import onboardFunds
from onboardPartners import process_all_partners
from onboardBankTransactions import process_bank_transactions
from onboardFinancials import process_financials
from onboardJournals import process_journals
from onboardPerformance import process_fund_performance
from backendAPIs import get_all_role
from file_processor import lpa_amendment , side_letter_doc
from backendAPIs import load_partner_data


def lambda_handler(event):

    # Extract the 'id'
    onboarding_id = json.loads(event)['id']

    print(f"Received onboarding id from Q: {onboarding_id}")
    if not onboarding_id:
        return {
            'statusCode': 400,
            'body': json.dumps('Missing onboarding_id')
        }

    os.environ["ONBOARDING_ID"] = onboarding_id
    print(f"Onboarding id set to {onboarding_id} in the environment")
    print(f"Received onboarding id from Q: {onboarding_id}")
    if not onboarding_id:
        return {
            'statusCode': 400,
            'body': json.dumps('Missing onboarding_id')
        }

    os.environ["ONBOARDING_ID"] = onboarding_id
    print(f"Onboarding id set to {onboarding_id} in the environment")

    print("0. Initialising...")
    response = initialize_onboarding()
    if response is False:
        print("Initialization failed, terminating onboarding...")
        return False

    print("1. Validating input files...")
    found_files ,pdf_files  = run_file_validation()
    if not isinstance(found_files, dict):
        print(found_files)
        error_message = found_files
        return {
            'statusCode': 400,
            'body': json.dumps(error_message)
        }

    print("2. Running fund onboarding...")
    onboardFunds(found_files["partner"])

    print("3. Running partner onboarding...")
    process_all_partners(found_files["partner"])

    print("4. Running financial onboarding...")
    process_financials(found_files["financials"]) # use  Roll Forward ->column B->Security type and from rollforward need to make.

    print("5. Running bank transactions onboarding...")
    process_bank_transactions(found_files["bankTransactions"])

    print("6. Running journal onboarding...")
    process_journals(found_files["journals"]) # issue with missing account types

    print("7. Running fund performance onboarding...")
    process_fund_performance(found_files["fund_performance"])  #

    # start processing PDF files related to GP based on the type of the document
    #
    # print("Start processing the PDF files related to GP")
    #
    # # give list of the files to classifier function to classify them
    #
    # role_data = get_all_role()
    #
    # print("GET ALL role data")
    #
    # print(role_data)
    #
    # classified_pdf_files = pdf_classifier(pdf_files)
    #
    # print("Processing the LPA and its Amendments")
    #
    # side_letter_files = set()
    #
    # for file_category , file_names in classified_pdf_files.items():
    #
    #     for file_name in file_names:
    #
    #         output_json = None
    #
    #         pdf_string = get_pdf_details(file_name)
    #
    #         print(f"Started processing the file : {file_name}")
    #
    #         for role_id in role_data:
    #
    #             print(f"Start processing the file :{file_name} for the role id :{role_id['_id']}")
    #
    #
    #             if file_category.strip() == "LPA(Limited Partner Agreement)":
    #
    #                 if output_json is None:
    #                     output_json = lpa_amendment(pdf_string)
    #
    #                 response = load_partner_data("LPA", os.environ["ENTITY_ID"], role_id['_id'], output_json)
    #
    #                 if not response:
    #                     print(
    #                         f"Issue encouneted in file processing of {file_name} for the role id : {role_id['_id']}")
    #                 else:
    #                     print(f"Successfully processed : {file_name} for the role id : {role_id['_id']}")
    #
    #             if file_category.strip() == "LPA-Amendment(Limited Partner Agreement-Amendment)":
    #                 #
    #                 if output_json is None:
    #                     output_json = lpa_amendment(pdf_string)
    #
    #                 response = load_partner_data("Amendment", os.environ["ENTITY_ID"], role_id['_id'], output_json)
    #
    #                 if not response:
    #                     print(
    #                         f"Issue encouneted in file processing of {file_name} for the role id : {role_id['_id']}")
    #                 else:
    #                     print(f"Successfully processed : {file_name} for the role id : {role_id['_id']}")
    #
    #             if file_category.strip() == "Side Letter":
    #                 side_letter_files = file_names
    #
    # ### lets start the file processing for side letter because its different for each LP and each role id need to seperated
    #
    # for side_letter_file in side_letter_files:
    #
    #     print(side_letter_file)
    #
    #     pdf_string = get_pdf_details(side_letter_file)
    #
    #     status  , role_id = side_letter_doc("Side Letter",os.environ["ENTITY_ID"],pdf_string,role_data)
    #
    #     if not status:
    #         print(f"Issue encouneted in file processing of side letter {side_letter_file} and related role id : {role_id}")
    #
    #     else:
    #         print(f"Side letter file : {side_letter_file} was processed successfully and related role id : {role_id}")


    return