import json
import requests
import csv
from dateutil import parser

# Prepare transactions
transactions = []
with open("chequing statement.csv", newline="") as f:
    reader = csv.DictReader(f)
    idx = 1
    for row in reader:
        try:
            txn_id = f"{row['Account Number']}_{idx}"
            txn_date = parser.parse(row["Transaction Date"]).isoformat()
            amount = float(row["Amount"].replace(",", "").strip())
            vendor = row["Description 2"].strip()
            notes = f"{row['Account Type']} {row['Cheque Number']} {row['Description 1']}".strip()
            transactions.append({
                "id": txn_id,
                "transaction_date": txn_date,
                "amount": amount,
                "vendor": vendor,
                "notes": notes
            })
            idx += 1
        except Exception as e:
            continue

# Receipt data for Ajai Invoice (3).jpg
receipt = {
    "id": "33754868-bff5-4caf-9ece-cfd63f4e52d9",
    "file_name": "Ajai Invoice (3).jpg",
    "upload_date": "2025-07-02T15:31:23.641315",
    "receipt_date": "2025-02-07T00:00:00",
    "amount": 1412.5,
    "tax": 162.5,
    "vendor": "Ajai Srivastava CPA, Accounting Services & Taxes",
    "category": "Office"
}

# Build request
data = {
    "receipts": [receipt],
    "transactions": transactions
}

# Post to /match
response = requests.post("http://localhost:8000/match", json=data)
print(json.dumps(response.json(), indent=2))