document_redaction / tools /file_conversion.py
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Added some commentary to file conversion and redaction
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from pdf2image import convert_from_path, pdfinfo_from_path
from PIL import Image
import os
from gradio import Progress
def is_pdf_or_image(filename):
"""
Check if a file name is a PDF or an image file.
Args:
filename (str): The name of the file.
Returns:
bool: True if the file name ends with ".pdf", ".jpg", or ".png", False otherwise.
"""
if filename.lower().endswith(".pdf") or filename.lower().endswith(".jpg") or filename.lower().endswith(".png"):
output = True
else:
output = False
return output
def is_pdf(filename):
"""
Check if a file name is a PDF.
Args:
filename (str): The name of the file.
Returns:
bool: True if the file name ends with ".pdf", False otherwise.
"""
return filename.lower().endswith(".pdf")
# %%
## Convert pdf to image if necessary
def convert_pdf_to_images(pdf_path, progress=Progress(track_tqdm=True)):
# Get the number of pages in the PDF
page_count = pdfinfo_from_path(pdf_path)['Pages']
print("Number of pages in PDF: ", str(page_count))
images = []
# Open the PDF file
for page_num in progress.tqdm(range(0,page_count), total=page_count, unit="pages", desc="Converting pages"):
print("Current page: ", str(page_num))
# Convert one page to image
image = convert_from_path(pdf_path, first_page=page_num+1, last_page=page_num+1)
# If no images are returned, break the loop
if not image:
break
# # Convert PDF to a list of images
# images = convert_from_path(pdf_path)
# images = []
images.extend(image)
# Save each image as a separate file - deprecated
#image_paths = []
# for i, image in enumerate(images):
# page_path = f"processing/page_{i+1}.png"
# image.save(page_path, "PNG")
# image_paths.append(page_path)
print("PDF has been converted to images.")
return images
# %%
def process_file(file_path):
# Get the file extension
file_extension = os.path.splitext(file_path)[1].lower()
# Check if the file is an image type
if file_extension in ['.jpg', '.jpeg', '.png']:
print(f"{file_path} is an image file.")
# Perform image processing here
out_path = [Image.open(file_path)]
# Check if the file is a PDF
elif file_extension == '.pdf':
print(f"{file_path} is a PDF file. Converting to image set")
# Run your function for processing PDF files here
out_path = convert_pdf_to_images(file_path)
else:
print(f"{file_path} is not an image or PDF file.")
out_path = ['']
return out_path