flask_crud_app/functions/process_csv.py

23 lines
925 B
Python

import csv
from io import TextIOWrapper
from config import item_attributes
def get_csv_data(file):
csv_file = TextIOWrapper(file, encoding='utf-8')
reader = csv.DictReader(csv_file, delimiter='|')
# Validate CSV headers based on config
required_headers = set(item_attributes.keys()) # Get required headers as per configuration
csv_headers = set(reader.fieldnames) # Get headers present in the csv file
# Check if the required headers exist
if not required_headers.issubset(reader.fieldnames):
raise ValueError(f"CSV file must include headers: {', '.join(required_headers)}.")
# Check for invalid headers
if extra_headers := csv_headers - required_headers:
raise ValueError(f"Unexpected headers found: {', '.join(extra_headers)}")
# Extract data dynamically based on config
return [{attrib: row[attrib] for attrib in item_attributes} for row in reader]