import csv import re import argparse import os import json from datetime import datetime def validate_fake_users(file_path): email_pattern = r'^[a-zA-Z0-9_.+-]+@[a-zA-Z0-9-]+\.[a-zA-Z0-9-.]+$' comments = [] process_ok = True result_ok = False if not os.path.isfile(file_path): comments.append(f"[Error] File does not exist: {file_path}") process_ok = False elif os.path.getsize(file_path) == 0: comments.append(f"[Error] File is empty: {file_path}") process_ok = False if process_ok: try: with open(file_path, 'r', encoding='utf-8') as file: reader = csv.DictReader(file) fieldnames = reader.fieldnames or [] if 'Username' not in fieldnames or 'Email' not in fieldnames: comments.append(f"[Error] Required columns missing. Found: {fieldnames}") process_ok = False else: row_count = 0 for idx, row in enumerate(reader): email = row.get('Email', '') username = row.get('Username', '') row_count += 1 if not re.match(email_pattern, email): comments.append(f"[Row {idx+2}] Invalid email: {email}") process_ok = False break if not username.strip(): comments.append(f"[Row {idx+2}] Empty Username field") process_ok = False break if process_ok: if row_count != 100: comments.append(f"[Error] Expected 100 rows, but found {row_count}") process_ok = False else: comments.append("All user data validated successfully!") result_ok = True except Exception as e: comments.append(f"[Exception] File parsing error: {str(e)}") process_ok = False return { "Process": process_ok, "Result": result_ok, "TimePoint": datetime.now().isoformat(), "comments": " | ".join(comments) } def main(): parser = argparse.ArgumentParser(description="Validate generated fake user data") parser.add_argument('--output', type=str, required=True, help="CSV file path") parser.add_argument('--result', type=str, required=True, help="Result output JSONL path") args = parser.parse_args() result_record = validate_fake_users(args.output) os.makedirs(os.path.dirname(args.result), exist_ok=True) with open(args.result, 'a', encoding='utf-8') as f: f.write(json.dumps(result_record, ensure_ascii=False, default=str) + '\n') if __name__ == "__main__": main()