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Update app.py
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app.py
CHANGED
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@@ -28,10 +28,20 @@ def check_poppler():
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except FileNotFoundError:
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return False
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def extract_text_from_pdf(pdf_bytes):
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"""Convert PDF to images and extract text using OCR."""
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if not check_poppler():
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return "Error: poppler-utils not installed. Install it (e.g., 'sudo apt-get install poppler-utils')."
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with tempfile.NamedTemporaryFile(delete=False, suffix=".pdf") as tmp:
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tmp.write(pdf_bytes)
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temp_path = tmp.name
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@@ -40,8 +50,10 @@ def extract_text_from_pdf(pdf_bytes):
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text = ""
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for img in images:
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text += pytesseract.image_to_string(img) + "\n"
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return text
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except Exception as e:
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return f"Error extracting text: {str(e)}"
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finally:
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if os.path.exists(temp_path):
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@@ -74,7 +86,9 @@ def process_contract(pdf_bytes, object_type):
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if isinstance(text, str) and text.startswith("Error"):
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return text, {}, [], "0/1"
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key_data = extract_key_data(text)
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risks = detect_risks(key_data)
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status = "✅ Processed" if not risks else "⚠️ Processed with risks"
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except FileNotFoundError:
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return False
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def check_tesseract():
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"""Check if tesseract-ocr is installed."""
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try:
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subprocess.run(['tesseract', '-v'], stdout=subprocess.PIPE, stderr=subprocess.PIPE)
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return True
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except FileNotFoundError:
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return False
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def extract_text_from_pdf(pdf_bytes):
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"""Convert PDF to images and extract text using OCR."""
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if not check_poppler():
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return "Error: poppler-utils not installed. Install it (e.g., 'sudo apt-get install poppler-utils')."
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if not check_tesseract():
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return "Error: tesseract-ocr not installed. Install it (e.g., 'sudo apt-get install tesseract-ocr')."
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with tempfile.NamedTemporaryFile(delete=False, suffix=".pdf") as tmp:
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tmp.write(pdf_bytes)
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temp_path = tmp.name
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text = ""
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for img in images:
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text += pytesseract.image_to_string(img) + "\n"
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print(f"OCR completed - Extracted text length: {len(text)}")
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return text
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except Exception as e:
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print(f"OCR failed: {str(e)}")
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return f"Error extracting text: {str(e)}"
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finally:
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if os.path.exists(temp_path):
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if isinstance(text, str) and text.startswith("Error"):
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return text, {}, [], "0/1"
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print(f"Extracting key data")
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key_data = extract_key_data(text)
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print(f"Detecting risks")
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risks = detect_risks(key_data)
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status = "✅ Processed" if not risks else "⚠️ Processed with risks"
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