Upload 3 files
Browse files- requirements.txt +5 -0
- src/app.py +44 -0
- src/utils.py +12 -0
requirements.txt
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Gradio
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pandas
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PyMuPDF
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openpyxl
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lingtrain-aligner
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src/app.py
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from gradio import Interface, File, Dropdown, Button, HTML
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import pandas as pd
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import os
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from utils import pdf_to_text, align_text
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def process_files(source_file, target_file, lang1, lang2):
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if source_file is None or target_file is None:
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return "Please upload both PDF files."
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# Convert PDFs to text
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text_content1 = pdf_to_text(source_file.name)
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text_content2 = pdf_to_text(target_file.name)
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# Align the texts
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aligned_df = align_text(text_content1, text_content2, lang1, lang2)
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# Convert DataFrame to HTML
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aligned_html = aligned_df.to_html(index=False)
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# Save DataFrame as Excel file
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excel_path = "aligned_data.xlsx"
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aligned_df.to_excel(excel_path, index=False)
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return aligned_html, excel_path
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# Define the Gradio interface
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interface = Interface(
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fn=process_files,
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inputs=[
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File(label="Upload Source PDF"),
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File(label="Upload Target PDF"),
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Dropdown(choices=["en", "es", "fr", "ch", "ar", "ru", "pt", "sw"], label="Select Language 1"),
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Dropdown(choices=["en", "es", "fr", "ch", "ar", "ru", "pt", "sw"], label="Select Language 2"),
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],
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outputs=[
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HTML(label="Aligned DataFrame"),
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Button(label="Download Aligned DataFrame")
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],
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title="PDF Text Aligner",
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description="Upload two PDF files and select languages to align the text."
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)
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if __name__ == "__main__":
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interface.launch()
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src/utils.py
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def pdf_to_text(pdf_path: str) -> str:
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from PyPDF2 import PdfReader
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text = ""
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with open(pdf_path, "rb") as file:
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reader = PdfReader(file)
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for page in reader.pages:
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text += page.extract_text() + "\n"
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return text
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def save_to_excel(df, file_name: str):
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df.to_excel(file_name, index=False)
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