docx and doc
Browse files- app.py +59 -8
- packages.txt +2 -1
app.py
CHANGED
@@ -1,12 +1,16 @@
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import gradio as gr
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from pdf2image import convert_from_path
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import pdfplumber
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from docx import Document
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def convert_pdf_to_image(file):
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images = convert_from_path(file)
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return images
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def extract_text_from_pdf(file):
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text = ""
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with pdfplumber.open(file) as pdf:
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@@ -14,16 +18,63 @@ def extract_text_from_pdf(file):
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text += page.extract_text() + "\n"
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return text
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def extract_text_from_docx(file):
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text = ""
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doc = Document(file.name)
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for paragraph in doc.paragraphs:
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text += paragraph.text + "\n"
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return text
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pdf_to_img = gr.Interface(convert_pdf_to_image, gr.File(), gr.Gallery(), api_name="pdf_to_img")
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pdf_to_text = gr.Interface(extract_text_from_pdf, gr.File(), gr.Textbox(placeholder="Extracted text will appear here"), api_name="pdf_to_text")
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docx_to_text = gr.Interface(extract_text_from_docx, gr.File(), gr.Textbox(placeholder="Extracted text from DOCX will appear here"), api_name="docx_to_text")
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import gradio as gr
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from pdf2image import convert_from_path
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import pdfplumber
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from docx import Document
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import subprocess
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import os
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def convert_pdf_to_image(file):
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images = convert_from_path(file)
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return images
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+
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def extract_text_from_pdf(file):
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text = ""
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with pdfplumber.open(file) as pdf:
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text += page.extract_text() + "\n"
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return text
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def extract_text_from_docx(file):
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text = ""
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doc = Document(file.name)
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for paragraph in doc.paragraphs:
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text += paragraph.text + "\n"
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return text
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def convert_doc_to_text(doc_path):
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try:
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subprocess.run(
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["unoconv", "--format", "txt", doc_path],
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capture_output=True,
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text=True,
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check=True,
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)
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txt_file_path = doc_path.replace(".doc", ".txt")
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with open(txt_file_path, "r") as f:
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text = f.read()
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text = text.lstrip("\ufeff")
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os.remove(txt_file_path)
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return text
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except subprocess.CalledProcessError as e:
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print(f"Error converting {doc_path} to text: {e}")
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return ""
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def extract_text_from_doc_or_docx(file):
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if file.name.endswith(".docx"):
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return extract_text_from_docx(file)
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elif file.name.endswith(".doc"):
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return convert_doc_to_text(file.name)
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else:
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return "Unsupported file type. Please upload a .doc or .docx file."
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pdf_to_img = gr.Interface(
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convert_pdf_to_image, gr.File(), gr.Gallery(), api_name="pdf_to_img"
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)
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pdf_to_text = gr.Interface(
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extract_text_from_pdf,
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gr.File(),
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gr.Textbox(placeholder="Extracted text will appear here"),
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api_name="pdf_to_text",
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)
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doc_or_docx_to_text = gr.Interface(
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extract_text_from_doc_or_docx,
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gr.File(),
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gr.Textbox(placeholder="Extracted text from DOC or DOCX will appear here"),
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api_name="doc_or_docx_to_text",
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)
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demo = gr.TabbedInterface(
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[pdf_to_img, pdf_to_text, doc_or_docx_to_text],
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["PDF to Image", "Extract PDF Text", "Extract DOC/DOCX Text"],
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)
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demo.launch(debug=True)
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packages.txt
CHANGED
@@ -1 +1,2 @@
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poppler-utils
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poppler-utils
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unoconv
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