Update app.py
Browse files
app.py
CHANGED
@@ -3,112 +3,61 @@ import subprocess
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import uuid
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import os
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import requests
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import re
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def get_pdf(pdf_link):
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# Send a GET request to the PDF link
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response = requests.get(pdf_link)
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with open(unique_filename, 'wb') as pdf_file:
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pdf_file.write(response.content)
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print("PDF downloaded successfully.")
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else:
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print("Failed to download the PDF.")
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return unique_filename #.split('/')[-1][:-4]
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def nougat_ocr(file_name):
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'--markdown'
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]
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# Run the command and capture its output
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#completed_process =
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subprocess.run(cli_command, stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True)
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return #unique_filename
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def predict(pdf_file, pdf_link):
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else:
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# switch math delimiters
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content = content.replace(r'\(', '$').replace(r'\)', '$').replace(r'\[', '$$').replace(r'\]', '$$')
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return content
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def nougat_ocr1(file_name):
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print('******* inside nougat_ocr *******')
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# CLI Command to run
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cli_command = [
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'nougat',
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'--out', 'output',
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'pdf', f'{file_name}',
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'--checkpoint', 'nougat',
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'--markdown'
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]
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# Run the command and get .mmd file in an output folder
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subprocess.run(cli_command, stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True)
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return
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def predict1(pdf_file):
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print('******* inside predict *******')
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print(f"temporary file - {pdf_file.name}")
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pdf_name = pdf_file.name.split('/')[-1].split('.')[0]
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print(f"pdf file name - {pdf_name}")
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#! Get prediction for a PDF using nougat
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nougat_ocr(pdf_file.name)
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print("BAACCKKK")
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# Open the multimarkdown (.mmd) file for reading
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with open(f'output/{pdf_name}.mmd', 'r') as file:
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content = file.read()
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return content
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def process_example(pdf_file,pdf_link):
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ocr_content = predict(pdf_file,pdf_link)
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return gr.update(value=ocr_content)
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css = """
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#mkd {
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height: 500px;
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}
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"""
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with gr.Blocks(css=css) as demo:
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gr.Examples(
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[["input/nougat.pdf", ""], [None, "https://arxiv.org/pdf/2308.08316.pdf"]],
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inputs = [pdf_file, pdf_link],
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outputs = parsed_output,
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fn=process_example,
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cache_examples=True,
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label='Click on any Examples below to get Nougat OCR results quickly:'
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)
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demo.queue()
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demo.launch(debug=True)
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import uuid
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import os
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import requests
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def get_pdf(pdf_link):
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# Generate a unique filename
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unique_filename = f"input/downloaded_paper_{uuid.uuid4().hex}.pdf"
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# Send a GET request to the PDF link
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response = requests.get(pdf_link)
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if response.status_code == 200:
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# Save the PDF content to a local file
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with open(unique_filename, 'wb') as pdf_file:
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pdf_file.write(response.content)
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print("PDF downloaded successfully.")
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else:
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print("Failed to download the PDF.")
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return unique_filename
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def nougat_ocr(file_name):
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# Command to run
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cli_command = [
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'nougat',
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'--out', 'output',
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'pdf', f'{file_name}',
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'--checkpoint', 'nougat',
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'--markdown'
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]
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subprocess.run(cli_command, stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True)
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def predict(pdf_file, pdf_link):
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if pdf_file is None:
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if pdf_link == '':
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print("No file is uploaded and No link is provided")
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return "No data provided. Upload a pdf file or provide a pdf link and try again!", "", ""
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else:
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print(f'pdf_link is - {pdf_link}')
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file_name = get_pdf(pdf_link)
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print(f'file_name is - {file_name}')
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else:
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file_name = pdf_file.name
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print(file_name)
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pdf_name = pdf_file.name.split('/')[-1].split('.')[0]
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print(pdf_name)
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# Call nougat
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nougat_ocr(file_name)
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# Open the file for reading
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file_name = file_name.split('/')[-1][:-4]
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output_path = f'output/{file_name}.mmd'
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with open(output_path, 'r') as file:
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content = file.read()
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# Switch math delimiters
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content = content.replace(r'\(', '$').replace(r'\)', '$').replace(r'\[', '$$').replace(r'\]', '$$')
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return content, content, output_path
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css = """
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#mkd {
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height: 500px;
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}
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"""
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# JavaScript function to copy content to clipboard automatically
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js_auto_copy = """
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function autoCopyToClipboard() {
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var content = document.getElementById('markdown-content').value;
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navigator.clipboard.writeText(content).then(function() {
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console.log('Content copied to clipboard');
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}).catch(function(error) {
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console.error('Error copying content to clipboard: ', error);
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});
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}
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"""
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with gr.Blocks(css=css) as demo:
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gr.HTML("<h1><center>Nougat: Neural Optical Understanding for Academic Documents<center><h1>")
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gr.HTML("<h3><center>Lukas Blecher et al. <a href='https://arxiv.org/pdf/2308.13418.pdf' target='_blank'>Paper</a>, <a href='https://facebookresearch.github.io/nougat/'>Project</a><center></h3>")
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with gr.Row():
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mkd = gr.Markdown('<h4><center>Upload a PDF</center></h4>', scale=1)
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mkd = gr.Markdown('<h4><center><i>OR</i></center></h4>', scale=1)
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mkd = gr.Markdown('<h4><center>Provide a PDF link</center></h4>', scale=1)
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with gr.Row(equal_height=True):
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pdf_file = gr.File(label='PDF📃', file_count='single', scale=1)
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pdf_link = gr.Textbox(placeholder='Enter an Arxiv link here', label='PDF link🔗🌐', scale=1)
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with gr.Row():
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btn = gr.Button('Run NOUGAT🍫')
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clr = gr.Button('Clear🚿')
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dwn = gr.Button('Download📥')
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output_headline = gr.Markdown("<h3>PDF converted to markup language through Nougat-OCR👇:</h3>")
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parsed_output = gr.Markdown(elem_id='mkd', value='📃🔤OCR Output')
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markdown_hidden = gr.Textbox(elem_id='markdown-content', visible=False)
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download_link = gr.File(elem_id='download-link', visible=False)
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btn.click(predict, [pdf_file, pdf_link], [parsed_output, markdown_hidden, download_link], _js=js_auto_copy)
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clr.click(lambda: (gr.update(value=None), gr.update(value=None), gr.update(value=None)), [], [pdf_file, pdf_link, parsed_output, markdown_hidden, download_link])
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dwn.click(None, [download_link], None)
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demo.queue()
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demo.launch(debug=True)
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