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Parent(s):
Duplicate from pszemraj/pdf-ocr
Browse filesCo-authored-by: Peter Szemraj <pszemraj@users.noreply.huggingface.co>
- .gitattributes +31 -0
- .gitignore +29 -0
- README.md +14 -0
- app.py +182 -0
- example_file.pdf +0 -0
- pdf2text.py +406 -0
- requirements.txt +10 -0
.gitattributes
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*.7z filter=lfs diff=lfs merge=lfs -text
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*.arrow filter=lfs diff=lfs merge=lfs -text
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*.bin filter=lfs diff=lfs merge=lfs -text
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*.bz2 filter=lfs diff=lfs merge=lfs -text
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*.ftz filter=lfs diff=lfs merge=lfs -text
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*.gz filter=lfs diff=lfs merge=lfs -text
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*.h5 filter=lfs diff=lfs merge=lfs -text
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*.joblib filter=lfs diff=lfs merge=lfs -text
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*.lfs.* filter=lfs diff=lfs merge=lfs -text
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*.model filter=lfs diff=lfs merge=lfs -text
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*.msgpack filter=lfs diff=lfs merge=lfs -text
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*.npy filter=lfs diff=lfs merge=lfs -text
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*.parquet filter=lfs diff=lfs merge=lfs -text
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*.pickle filter=lfs diff=lfs merge=lfs -text
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*.pb filter=lfs diff=lfs merge=lfs -text
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*.pt filter=lfs diff=lfs merge=lfs -text
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*.pth filter=lfs diff=lfs merge=lfs -text
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*.rar filter=lfs diff=lfs merge=lfs -text
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saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.tar.* filter=lfs diff=lfs merge=lfs -text
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*.tflite filter=lfs diff=lfs merge=lfs -text
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*.tgz filter=lfs diff=lfs merge=lfs -text
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*.wasm filter=lfs diff=lfs merge=lfs -text
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*.xz filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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.gitignore
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# logs
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*.log
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*LOGFILE*
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# output files need to be force-added
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*.csv
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*.png
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*.jpg
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*.jpeg
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*.pkl
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*.xlsx
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*.txt
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# cache
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*__pycache__/
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*.pyc
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# reports folder - need to be force-added
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*reports/
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# scratch files and folders
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*scratch*
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*scratch/
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# notebooks
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*notebooks/
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*.ipynb
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README.md
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---
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title: PDF OCR
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emoji: 📝📎
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colorFrom: orange
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colorTo: blue
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sdk: gradio
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sdk_version: 3.4
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app_file: app.py
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pinned: false
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license: gpl-3.0
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duplicated_from: pszemraj/pdf-ocr
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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app.py
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import logging
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import time
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from pathlib import Path
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import contextlib
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logging.basicConfig(
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level=logging.INFO,
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format="%(asctime)s - %(levelname)s - %(message)s",
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)
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import gradio as gr
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import nltk
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import torch
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from pdf2text import *
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_here = Path(__file__).parent
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nltk.download("stopwords") # TODO=find where this requirement originates from
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def load_uploaded_file(file_obj, temp_dir: Path = None):
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"""
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load_uploaded_file - process an uploaded file
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Args:
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file_obj (POTENTIALLY list): Gradio file object inside a list
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Returns:
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str, the uploaded file contents
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"""
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# check if mysterious file object is a list
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if isinstance(file_obj, list):
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file_obj = file_obj[0]
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file_path = Path(file_obj.name)
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if temp_dir is None:
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_temp_dir = _here / "temp"
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_temp_dir.mkdir(exist_ok=True)
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try:
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pdf_bytes_obj = open(file_path, "rb").read()
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temp_path = temp_dir / file_path.name if temp_dir else file_path
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# save to PDF file
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with open(temp_path, "wb") as f:
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f.write(pdf_bytes_obj)
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logging.info(f"Saved uploaded file to {temp_path}")
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return str(temp_path.resolve())
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except Exception as e:
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logging.error(f"Trying to load file with path {file_path}, error: {e}")
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print(f"Trying to load file with path {file_path}, error: {e}")
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return None
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def convert_PDF(
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pdf_obj,
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language: str = "en",
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max_pages=20,
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):
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"""
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convert_PDF - convert a PDF file to text
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Args:
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pdf_bytes_obj (bytes): PDF file contents
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language (str, optional): Language to use for OCR. Defaults to "en".
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Returns:
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str, the PDF file contents as text
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"""
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# clear local text cache
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rm_local_text_files()
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global ocr_model
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st = time.perf_counter()
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if isinstance(pdf_obj, list):
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pdf_obj = pdf_obj[0]
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file_path = Path(pdf_obj.name)
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if not file_path.suffix == ".pdf":
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logging.error(f"File {file_path} is not a PDF file")
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html_error = f"""
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<div style="color: red; font-size: 20px; font-weight: bold;">
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File {file_path} is not a PDF file. Please upload a PDF file.
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</div>
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"""
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return "File is not a PDF file", html_error, None
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conversion_stats = convert_PDF_to_Text(
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file_path,
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ocr_model=ocr_model,
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max_pages=max_pages,
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)
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converted_txt = conversion_stats["converted_text"]
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num_pages = conversion_stats["num_pages"]
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was_truncated = conversion_stats["truncated"]
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# if alt_lang: # TODO: fix this
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rt = round((time.perf_counter() - st) / 60, 2)
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print(f"Runtime: {rt} minutes")
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html = ""
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if was_truncated:
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html += f"<p>WARNING - PDF was truncated to {max_pages} pages</p>"
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html += f"<p>Runtime: {rt} minutes on CPU for {num_pages} pages</p>"
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_output_name = f"RESULT_{file_path.stem}_OCR.txt"
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with open(_output_name, "w", encoding="utf-8", errors="ignore") as f:
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f.write(converted_txt)
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return converted_txt, html, _output_name
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if __name__ == "__main__":
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logging.info("Starting app")
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use_GPU = torch.cuda.is_available()
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logging.info(f"Using GPU status: {use_GPU}")
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logging.info("Loading OCR model")
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with contextlib.redirect_stdout(None):
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ocr_model = ocr_predictor(
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"db_resnet50",
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"crnn_mobilenet_v3_large",
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pretrained=True,
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assume_straight_pages=True,
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)
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# define pdf bytes as None
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pdf_obj = _here / "example_file.pdf"
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pdf_obj = str(pdf_obj.resolve())
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_temp_dir = _here / "temp"
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_temp_dir.mkdir(exist_ok=True)
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logging.info("starting demo")
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demo = gr.Blocks()
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with demo:
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gr.Markdown("# PDF to Text")
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gr.Markdown(
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"A basic demo of pdf-to-text conversion using OCR from the [doctr](https://mindee.github.io/doctr/index.html) package"
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)
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gr.Markdown("---")
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with gr.Column():
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gr.Markdown("## Load Inputs")
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gr.Markdown("Upload your own file & replace the default. Files should be < 10MB to avoid upload issues - search for a PDF compressor online as needed.")
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gr.Markdown(
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"_If no file is uploaded, a sample PDF will be used. PDFs are truncated to 20 pages._"
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)
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uploaded_file = gr.File(
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label="Upload a PDF file",
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file_count="single",
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type="file",
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value=_here / "example_file.pdf",
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)
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gr.Markdown("---")
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with gr.Column():
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gr.Markdown("## Convert PDF to Text")
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convert_button = gr.Button("Convert PDF!", variant="primary")
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out_placeholder = gr.HTML("<p><em>Output will appear below:</em></p>")
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gr.Markdown("### Output")
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OCR_text = gr.Textbox(
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label="OCR Result", placeholder="The OCR text will appear here"
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)
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text_file = gr.File(
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label="Download Text File",
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file_count="single",
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type="file",
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interactive=False,
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)
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convert_button.click(
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fn=convert_PDF,
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inputs=[uploaded_file],
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outputs=[OCR_text, out_placeholder, text_file],
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)
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demo.launch(enable_queue=True)
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example_file.pdf
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Binary file (290 kB). View file
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pdf2text.py
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|
1 |
+
# -*- coding: utf-8 -*-
|
2 |
+
"""
|
3 |
+
|
4 |
+
easyocr.py - A wrapper for easyocr to convert pdf to images to text
|
5 |
+
"""
|
6 |
+
|
7 |
+
import logging
|
8 |
+
from pathlib import Path
|
9 |
+
|
10 |
+
logging.basicConfig(
|
11 |
+
level=logging.INFO,
|
12 |
+
format="%(asctime)s %(levelname)s %(message)s",
|
13 |
+
datefmt="%m/%d/%Y %I:%M:%S",
|
14 |
+
)
|
15 |
+
|
16 |
+
|
17 |
+
import os
|
18 |
+
import pprint as pp
|
19 |
+
import re
|
20 |
+
import shutil
|
21 |
+
import time
|
22 |
+
from datetime import date, datetime
|
23 |
+
from os.path import basename, dirname, join
|
24 |
+
from pathlib import Path
|
25 |
+
|
26 |
+
from cleantext import clean
|
27 |
+
from doctr.io import DocumentFile
|
28 |
+
from doctr.models import ocr_predictor
|
29 |
+
from libretranslatepy import LibreTranslateAPI
|
30 |
+
from natsort import natsorted
|
31 |
+
from spellchecker import SpellChecker
|
32 |
+
from tqdm.auto import tqdm
|
33 |
+
|
34 |
+
|
35 |
+
def simple_rename(filepath, target_ext=".txt"):
|
36 |
+
_fp = Path(filepath)
|
37 |
+
basename = _fp.stem
|
38 |
+
return f"OCR_{basename}_{target_ext}"
|
39 |
+
|
40 |
+
|
41 |
+
def rm_local_text_files(name_contains="RESULT_"):
|
42 |
+
"""
|
43 |
+
rm_local_text_files - remove local text files
|
44 |
+
|
45 |
+
Args:
|
46 |
+
name_contains (str, optional): [description]. Defaults to "OCR_".
|
47 |
+
"""
|
48 |
+
files = [
|
49 |
+
f
|
50 |
+
for f in Path.cwd().iterdir()
|
51 |
+
if f.is_file() and f.suffix == ".txt" and name_contains in f.name
|
52 |
+
]
|
53 |
+
logging.info(f"removing {len(files)} text files")
|
54 |
+
for f in files:
|
55 |
+
os.remove(f)
|
56 |
+
logging.info("done")
|
57 |
+
|
58 |
+
|
59 |
+
def corr(
|
60 |
+
s: str,
|
61 |
+
add_space_when_numerics=False,
|
62 |
+
exceptions=["e.g.", "i.e.", "etc.", "cf.", "vs.", "p."],
|
63 |
+
) -> str:
|
64 |
+
"""corrects spacing in a string
|
65 |
+
|
66 |
+
Args:
|
67 |
+
s (str): the string to correct
|
68 |
+
add_space_when_numerics (bool, optional): [add a space when a period is between two numbers, example 5.73]. Defaults to False.
|
69 |
+
exceptions (list, optional): [do not change these substrings]. Defaults to ['e.g.', 'i.e.', 'etc.', 'cf.', 'vs.', 'p.'].
|
70 |
+
|
71 |
+
Returns:
|
72 |
+
str: the corrected string
|
73 |
+
"""
|
74 |
+
if add_space_when_numerics:
|
75 |
+
s = re.sub(r"(\d)\.(\d)", r"\1. \2", s)
|
76 |
+
|
77 |
+
s = re.sub(r"\s+", " ", s)
|
78 |
+
s = re.sub(r'\s([?.!"](?:\s|$))', r"\1", s)
|
79 |
+
|
80 |
+
# fix space before apostrophe
|
81 |
+
s = re.sub(r"\s\'", r"'", s)
|
82 |
+
# fix space after apostrophe
|
83 |
+
s = re.sub(r"'\s", r"'", s)
|
84 |
+
# fix space before comma
|
85 |
+
s = re.sub(r"\s,", r",", s)
|
86 |
+
|
87 |
+
for e in exceptions:
|
88 |
+
expected_sub = re.sub(r"\s", "", e)
|
89 |
+
s = s.replace(expected_sub, e)
|
90 |
+
|
91 |
+
return s
|
92 |
+
|
93 |
+
|
94 |
+
def fix_punct_spaces(string):
|
95 |
+
"""
|
96 |
+
fix_punct_spaces - replace spaces around punctuation with punctuation. For example, "hello , there" -> "hello, there"
|
97 |
+
|
98 |
+
Parameters
|
99 |
+
----------
|
100 |
+
string : str, required, input string to be corrected
|
101 |
+
|
102 |
+
Returns
|
103 |
+
-------
|
104 |
+
str, corrected string
|
105 |
+
"""
|
106 |
+
|
107 |
+
fix_spaces = re.compile(r"\s*([?!.,]+(?:\s+[?!.,]+)*)\s*")
|
108 |
+
string = fix_spaces.sub(lambda x: "{} ".format(x.group(1).replace(" ", "")), string)
|
109 |
+
string = string.replace(" ' ", "'")
|
110 |
+
string = string.replace(' " ', '"')
|
111 |
+
return string.strip()
|
112 |
+
|
113 |
+
|
114 |
+
def clean_OCR(ugly_text: str):
|
115 |
+
"""
|
116 |
+
clean_OCR - clean the OCR text files.
|
117 |
+
|
118 |
+
Parameters
|
119 |
+
----------
|
120 |
+
ugly_text : str, required, input string to be cleaned
|
121 |
+
|
122 |
+
Returns
|
123 |
+
-------
|
124 |
+
str, cleaned string
|
125 |
+
"""
|
126 |
+
# Remove all the newlines.
|
127 |
+
cleaned_text = ugly_text.replace("\n", " ")
|
128 |
+
# Remove all the tabs.
|
129 |
+
cleaned_text = cleaned_text.replace("\t", " ")
|
130 |
+
# Remove all the double spaces.
|
131 |
+
cleaned_text = cleaned_text.replace(" ", " ")
|
132 |
+
# Remove all the spaces at the beginning of the text.
|
133 |
+
cleaned_text = cleaned_text.lstrip()
|
134 |
+
# remove all instances of "- " and " - "
|
135 |
+
cleaned_text = cleaned_text.replace("- ", "")
|
136 |
+
cleaned_text = cleaned_text.replace(" -", "")
|
137 |
+
return fix_punct_spaces(cleaned_text)
|
138 |
+
|
139 |
+
|
140 |
+
def move2completed(from_dir, filename, new_folder="completed", verbose=False):
|
141 |
+
|
142 |
+
# this is the better version
|
143 |
+
old_filepath = join(from_dir, filename)
|
144 |
+
|
145 |
+
new_filedirectory = join(from_dir, new_folder)
|
146 |
+
|
147 |
+
if not os.path.isdir(new_filedirectory):
|
148 |
+
os.mkdir(new_filedirectory)
|
149 |
+
if verbose:
|
150 |
+
print("created new directory for files at: \n", new_filedirectory)
|
151 |
+
new_filepath = join(new_filedirectory, filename)
|
152 |
+
|
153 |
+
try:
|
154 |
+
shutil.move(old_filepath, new_filepath)
|
155 |
+
logging.info("successfully moved the file {} to */completed.".format(filename))
|
156 |
+
except:
|
157 |
+
logging.info(
|
158 |
+
"ERROR! unable to move file to \n{}. Please investigate".format(
|
159 |
+
new_filepath
|
160 |
+
)
|
161 |
+
)
|
162 |
+
|
163 |
+
|
164 |
+
"""## pdf2text functions
|
165 |
+
|
166 |
+
"""
|
167 |
+
|
168 |
+
|
169 |
+
custom_replace_list = {
|
170 |
+
"t0": "to",
|
171 |
+
"'$": "'s",
|
172 |
+
",,": ", ",
|
173 |
+
"_ ": " ",
|
174 |
+
" '": "'",
|
175 |
+
}
|
176 |
+
|
177 |
+
replace_corr_exceptions = {
|
178 |
+
"i. e.": "i.e.",
|
179 |
+
"e. g.": "e.g.",
|
180 |
+
"e. g": "e.g.",
|
181 |
+
" ,": ",",
|
182 |
+
}
|
183 |
+
|
184 |
+
|
185 |
+
spell = SpellChecker()
|
186 |
+
|
187 |
+
|
188 |
+
def check_word_spelling(word: str) -> bool:
|
189 |
+
"""
|
190 |
+
check_word_spelling - check the spelling of a word
|
191 |
+
|
192 |
+
Args:
|
193 |
+
word (str): word to check
|
194 |
+
|
195 |
+
Returns:
|
196 |
+
bool: True if word is spelled correctly, False if not
|
197 |
+
"""
|
198 |
+
|
199 |
+
misspelled = spell.unknown([word])
|
200 |
+
|
201 |
+
return len(misspelled) == 0
|
202 |
+
|
203 |
+
|
204 |
+
def eval_and_replace(text: str, match_token: str = "- ") -> str:
|
205 |
+
"""
|
206 |
+
eval_and_replace - conditionally replace all instances of a substring in a string based on whether the eliminated substring results in a valid word
|
207 |
+
|
208 |
+
Args:
|
209 |
+
text (str): text to evaluate
|
210 |
+
match_token (str, optional): token to replace. Defaults to "- ".
|
211 |
+
|
212 |
+
Returns:
|
213 |
+
str: text with replaced tokens
|
214 |
+
"""
|
215 |
+
|
216 |
+
try:
|
217 |
+
if match_token not in text:
|
218 |
+
return text
|
219 |
+
else:
|
220 |
+
while True:
|
221 |
+
full_before_text = text.split(match_token, maxsplit=1)[0]
|
222 |
+
before_text = [
|
223 |
+
char for char in full_before_text.split()[-1] if char.isalpha()
|
224 |
+
]
|
225 |
+
before_text = "".join(before_text)
|
226 |
+
full_after_text = text.split(match_token, maxsplit=1)[-1]
|
227 |
+
after_text = [char for char in full_after_text.split()[0] if char.isalpha()]
|
228 |
+
after_text = "".join(after_text)
|
229 |
+
full_text = before_text + after_text
|
230 |
+
if check_word_spelling(full_text):
|
231 |
+
text = full_before_text + full_after_text
|
232 |
+
else:
|
233 |
+
text = full_before_text + " " + full_after_text
|
234 |
+
if match_token not in text:
|
235 |
+
break
|
236 |
+
except Exception as e:
|
237 |
+
logging.error(f"Error spell-checking OCR output, returning default text:\t{e}")
|
238 |
+
return text
|
239 |
+
|
240 |
+
|
241 |
+
def cleantxt_ocr(ugly_text, lower=False, lang: str = "en") -> str:
|
242 |
+
"""
|
243 |
+
cleantxt_ocr - clean text from OCR
|
244 |
+
|
245 |
+
Args:
|
246 |
+
ugly_text (str): text to clean
|
247 |
+
lower (bool, optional): _description_. Defaults to False.
|
248 |
+
lang (str, optional): _description_. Defaults to "en".
|
249 |
+
|
250 |
+
Returns:
|
251 |
+
str: cleaned text
|
252 |
+
"""
|
253 |
+
# a wrapper for clean text with options different than default
|
254 |
+
|
255 |
+
# https://pypi.org/project/clean-text/
|
256 |
+
cleaned_text = clean(
|
257 |
+
ugly_text,
|
258 |
+
fix_unicode=True, # fix various unicode errors
|
259 |
+
to_ascii=True, # transliterate to closest ASCII representation
|
260 |
+
lower=lower, # lowercase text
|
261 |
+
no_line_breaks=True, # fully strip line breaks as opposed to only normalizing them
|
262 |
+
no_urls=True, # replace all URLs with a special token
|
263 |
+
no_emails=True, # replace all email addresses with a special token
|
264 |
+
no_phone_numbers=False, # replace all phone numbers with a special token
|
265 |
+
no_numbers=False, # replace all numbers with a special token
|
266 |
+
no_digits=False, # replace all digits with a special token
|
267 |
+
no_currency_symbols=False, # replace all currency symbols with a special token
|
268 |
+
no_punct=False, # remove punctuations
|
269 |
+
replace_with_punct="", # instead of removing punctuations you may replace them
|
270 |
+
replace_with_url="<URL>",
|
271 |
+
replace_with_email="<EMAIL>",
|
272 |
+
replace_with_phone_number="<PHONE>",
|
273 |
+
replace_with_number="<NUM>",
|
274 |
+
replace_with_digit="0",
|
275 |
+
replace_with_currency_symbol="<CUR>",
|
276 |
+
lang=lang, # set to 'de' for German special handling
|
277 |
+
)
|
278 |
+
|
279 |
+
return cleaned_text
|
280 |
+
|
281 |
+
|
282 |
+
def format_ocr_out(OCR_data):
|
283 |
+
|
284 |
+
if isinstance(OCR_data, list):
|
285 |
+
text = " ".join(OCR_data)
|
286 |
+
else:
|
287 |
+
text = str(OCR_data)
|
288 |
+
_clean = cleantxt_ocr(text)
|
289 |
+
return corr(_clean)
|
290 |
+
|
291 |
+
|
292 |
+
def postprocess(text: str) -> str:
|
293 |
+
"""to be used after recombining the lines"""
|
294 |
+
|
295 |
+
proc = corr(cleantxt_ocr(text))
|
296 |
+
|
297 |
+
for k, v in custom_replace_list.items():
|
298 |
+
proc = proc.replace(str(k), str(v))
|
299 |
+
|
300 |
+
proc = corr(proc)
|
301 |
+
|
302 |
+
for k, v in replace_corr_exceptions.items():
|
303 |
+
proc = proc.replace(str(k), str(v))
|
304 |
+
|
305 |
+
return eval_and_replace(proc)
|
306 |
+
|
307 |
+
|
308 |
+
def result2text(result, as_text=False) -> str or list:
|
309 |
+
"""Convert OCR result to text"""
|
310 |
+
|
311 |
+
full_doc = []
|
312 |
+
for i, page in enumerate(result.pages, start=1):
|
313 |
+
text = ""
|
314 |
+
for block in page.blocks:
|
315 |
+
text += "\n\t"
|
316 |
+
for line in block.lines:
|
317 |
+
for word in line.words:
|
318 |
+
# print(dir(word))
|
319 |
+
text += word.value + " "
|
320 |
+
full_doc.append(text)
|
321 |
+
|
322 |
+
return "\n".join(full_doc) if as_text else full_doc
|
323 |
+
|
324 |
+
|
325 |
+
def convert_PDF_to_Text(
|
326 |
+
PDF_file,
|
327 |
+
ocr_model=None,
|
328 |
+
max_pages: int = 20,
|
329 |
+
):
|
330 |
+
|
331 |
+
st = time.perf_counter()
|
332 |
+
PDF_file = Path(PDF_file)
|
333 |
+
ocr_model = ocr_predictor(pretrained=True) if ocr_model is None else ocr_model
|
334 |
+
logging.info(f"starting OCR on {PDF_file.name}")
|
335 |
+
doc = DocumentFile.from_pdf(PDF_file)
|
336 |
+
truncated = False
|
337 |
+
if len(doc) > max_pages:
|
338 |
+
logging.warning(
|
339 |
+
f"PDF has {len(doc)} pages, which is more than {max_pages}.. truncating"
|
340 |
+
)
|
341 |
+
doc = doc[:max_pages]
|
342 |
+
truncated = True
|
343 |
+
|
344 |
+
# Analyze
|
345 |
+
logging.info(f"running OCR on {len(doc)} pages")
|
346 |
+
result = ocr_model(doc)
|
347 |
+
raw_text = result2text(result)
|
348 |
+
proc_text = [format_ocr_out(r) for r in raw_text]
|
349 |
+
fin_text = [postprocess(t) for t in proc_text]
|
350 |
+
|
351 |
+
ocr_results = "\n\n".join(fin_text)
|
352 |
+
|
353 |
+
fn_rt = time.perf_counter() - st
|
354 |
+
|
355 |
+
logging.info("OCR complete")
|
356 |
+
|
357 |
+
results_dict = {
|
358 |
+
"num_pages": len(doc),
|
359 |
+
"runtime": round(fn_rt, 2),
|
360 |
+
"date": str(date.today()),
|
361 |
+
"converted_text": ocr_results,
|
362 |
+
"truncated": truncated,
|
363 |
+
"length": len(ocr_results),
|
364 |
+
}
|
365 |
+
|
366 |
+
return results_dict
|
367 |
+
|
368 |
+
|
369 |
+
# @title translation functions
|
370 |
+
|
371 |
+
lt = LibreTranslateAPI("https://translate.astian.org/")
|
372 |
+
|
373 |
+
|
374 |
+
def translate_text(text, source_l, target_l="en"):
|
375 |
+
|
376 |
+
return str(lt.translate(text, source_l, target_l))
|
377 |
+
|
378 |
+
|
379 |
+
def translate_doc(filepath, lang_start, lang_end="en", verbose=False):
|
380 |
+
"""translate a document from lang_start to lang_end
|
381 |
+
|
382 |
+
{'code': 'en', 'name': 'English'},
|
383 |
+
{'code': 'fr', 'name': 'French'},
|
384 |
+
{'code': 'de', 'name': 'German'},
|
385 |
+
{'code': 'it', 'name': 'Italian'},"""
|
386 |
+
|
387 |
+
src_folder = dirname(filepath)
|
388 |
+
src_folder = Path(src_folder)
|
389 |
+
trgt_folder = src_folder / f"translated_{lang_end}"
|
390 |
+
trgt_folder.mkdir(exist_ok=True)
|
391 |
+
with open(filepath, "r", encoding="utf-8", errors="ignore") as f:
|
392 |
+
foreign_t = f.readlines()
|
393 |
+
in_name = basename(filepath)
|
394 |
+
translated_doc = []
|
395 |
+
for line in tqdm(
|
396 |
+
foreign_t, total=len(foreign_t), desc="translating {}...".format(in_name[:10])
|
397 |
+
):
|
398 |
+
translated_line = translate_text(line, lang_start, lang_end)
|
399 |
+
translated_doc.append(translated_line)
|
400 |
+
t_out_name = "[To {}]".format(lang_end) + simple_rename(in_name) + ".txt"
|
401 |
+
out_path = join(trgt_folder, t_out_name)
|
402 |
+
with open(out_path, "w", encoding="utf-8", errors="ignore") as f_o:
|
403 |
+
f_o.writelines(translated_doc)
|
404 |
+
if verbose:
|
405 |
+
print("finished translating the document! - ", datetime.now())
|
406 |
+
return out_path
|
requirements.txt
ADDED
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
clean-text[gpl]
|
2 |
+
python-doctr[torch]
|
3 |
+
gradio
|
4 |
+
libretranslatepy
|
5 |
+
natsort
|
6 |
+
nltk
|
7 |
+
pyspellchecker
|
8 |
+
torch
|
9 |
+
tqdm
|
10 |
+
rapidfuzz==2.13.7
|