| |
| """ |
| CSV File Validator for Sourashtra Dictionary |
| This script checks all CSV files in a specified directory to ensure they have the expected number of fields per line. |
| If a line doesn't have the expected number of fields, it stops and prints that line. |
| |
| Usage: python3 check_csv_files.py <csv_directory> [--fields FIELD_COUNT] |
| """ |
|
|
| import argparse |
| import csv |
| import os |
| import sys |
| from pathlib import Path |
|
|
|
|
| def check_csv_file(file_path, expected_fields): |
| """ |
| Check if a CSV file has exactly the expected number of fields per line. |
| |
| Args: |
| file_path (Path): Path to the CSV file |
| expected_fields (int): Expected number of fields per line |
| |
| Returns: |
| tuple: (is_valid, error_info) where error_info contains line number and content if invalid |
| """ |
| try: |
| with open(file_path, 'r', encoding='utf-8') as file: |
| csv_reader = csv.reader(file) |
| |
| for line_num, row in enumerate(csv_reader, start=1): |
| |
| if not any(field.strip() for field in row): |
| continue |
| |
| if len(row) != expected_fields: |
| return False, { |
| 'line_number': line_num, |
| 'field_count': len(row), |
| 'expected_fields': expected_fields, |
| 'line_content': ','.join(row), |
| 'raw_line': file.readline() if hasattr(file, 'readline') else str(row) |
| } |
| |
| return True, None |
| |
| except Exception as e: |
| return False, { |
| 'line_number': 0, |
| 'field_count': 0, |
| 'expected_fields': expected_fields, |
| 'line_content': f"Error reading file: {str(e)}", |
| 'raw_line': '' |
| } |
|
|
|
|
| def main(): |
| """Main function to check all CSV files in the specified directory.""" |
| |
| |
| parser = argparse.ArgumentParser( |
| description='Check CSV files for expected number of fields per line', |
| formatter_class=argparse.RawDescriptionHelpFormatter, |
| epilog=''' |
| Examples: |
| python3 check_csv_files.py csv/ # Check for 9 fields (default) |
| python3 check_csv_files.py csv/ --fields 5 # Check for 5 fields |
| python3 check_csv_files.py csv/ -f 3 # Check for 3 fields |
| python3 check_csv_files.py /path/to/csv/ --fields 7 |
| ''' |
| ) |
| parser.add_argument('csv_directory', |
| help='Path to the directory containing CSV files to check') |
| parser.add_argument('--fields', '-f', |
| type=int, |
| default=9, |
| help='Expected number of fields per line (default: 9)') |
| |
| args = parser.parse_args() |
| |
| |
| csv_dir = Path(args.csv_directory).resolve() |
| expected_fields = args.fields |
| |
| |
| if expected_fields <= 0: |
| print(f"Error: Number of fields must be positive, got {expected_fields}") |
| sys.exit(1) |
| |
| if not csv_dir.exists(): |
| print(f"Error: CSV directory not found at {csv_dir}") |
| sys.exit(1) |
| |
| if not csv_dir.is_dir(): |
| print(f"Error: {csv_dir} is not a directory") |
| sys.exit(1) |
| |
| print(f"Checking CSV files in: {csv_dir}") |
| print(f"Expected fields per line: {expected_fields}") |
| print("=" * 60) |
| |
| |
| csv_files = sorted(csv_dir.glob('*.csv')) |
| |
| if not csv_files: |
| print("No CSV files found in the directory.") |
| return |
| |
| total_files = len(csv_files) |
| valid_files = 0 |
| |
| for csv_file in csv_files: |
| print(f"\nChecking: {csv_file.name}") |
| |
| is_valid, error_info = check_csv_file(csv_file, expected_fields) |
| |
| if is_valid: |
| print(f"✓ Valid - All lines have exactly {expected_fields} fields") |
| valid_files += 1 |
| else: |
| print("✗ Invalid CSV file found!") |
| print(f"File: {csv_file.name}") |
| print(f"Line {error_info['line_number']}: Found {error_info['field_count']} fields instead of {error_info['expected_fields']}") |
| print(f"Line content: {error_info['line_content']}") |
| print("\nStopping validation as requested.") |
| |
| |
| print(f"\nSummary:") |
| print(f"Files checked: {csv_files.index(csv_file) + 1} out of {total_files}") |
| print(f"Valid files: {valid_files}") |
| print(f"Invalid files: 1 (stopped at first invalid file)") |
| |
| sys.exit(1) |
| |
| |
| print("\n" + "=" * 60) |
| print("✓ All CSV files are valid!") |
| print(f"Summary:") |
| print(f"Total files checked: {total_files}") |
| print(f"All files have exactly {expected_fields} fields per line.") |
|
|
|
|
| if __name__ == "__main__": |
| main() |
|
|