Verify generated PDF files using PyPDF2 to check page counts and integrity
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After generating PDF files, always programmatically verify their structure and integrity before declaring task completion. This catches formatting errors, incorrect page counts, and corrupted files early.
Use this skill whenever your task involves:
pip install PyPDF2
Create a verification script or run inline Python:
from PyPDF2 import PdfReader
import os
def verify_pdf(pdf_path, expected_pages=None):
"""Verify PDF file exists, is readable, and has expected page count."""
try:
# Check file exists
if not os.path.exists(pdf_path):
return False, f"File not found: {pdf_path}"
# Check file size (non-empty)
file_size = os.path.getsize(pdf_path)
if file_size == 0:
return False, f"Empty file: {pdf_path}"
# Open and verify PDF structure
reader = PdfReader(pdf_path)
actual_pages = len(reader.pages)
# Check page count if expected
if expected_pages is not None and actual_pages != expected_pages:
return False, f"Expected {expected_pages} pages, got {actual_pages}"
return True, f"Valid PDF with {actual_pages} page(s)"
except Exception as e:
return False, f"PDF verification failed: {str(e)}"
# Example usage
pdf_files = [
("listings.pdf", 2),
("map.pdf", 1),
]
all_valid = True
for pdf_path, expected in pdf_files:
valid, message = verify_pdf(pdf_path, expected)
print(f"{pdf_path}: {'✓' if valid else '✗'} {message}")
if not valid:
all_valid = False
if not all_valid:
raise Exception("PDF verification failed - review and regenerate")
Execute the verification using run_shell:
python -c "
from PyPDF2 import PdfReader
import sys
pdf_path = 'output.pdf'
expected = 2
try:
reader = PdfReader(pdf_path)
actual = len(reader.pages)
if actual != expected:
print(f'ERROR: Expected {expected} pages, got {actual}')
sys.exit(1)
print(f'OK: {pdf_path} has {actual} page(s)')
except Exception as e:
print(f'ERROR: {e}')
sys.exit(1)
"
Critical: Only mark your task as complete after ALL PDF verification checks pass. If verification fails:
# 1. Generate PDF
generate_pdf("listings.pdf", content)
# 2. Verify before completion
valid, msg = verify_pdf("listings.pdf", expected_pages=2)
if not valid:
# Fix and regenerate
regenerate_pdf("listings.pdf", corrected_content)
valid, msg = verify_pdf("listings.pdf", expected_pages=2)
# 3. Only complete if verification passes
assert valid, f"Cannot complete: {msg}"