sourashtra / tools /check_csv_files.py
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#!/usr/bin/env python3
"""
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):
# Skip empty lines
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."""
# Set up argument parser
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()
# Convert to Path object and resolve
csv_dir = Path(args.csv_directory).resolve()
expected_fields = args.fields
# Validate arguments
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)
# Get all CSV files
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 summary before exiting
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)
# All files are valid
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()