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Update utils/file_utils.py
Browse files- utils/file_utils.py +150 -5
utils/file_utils.py
CHANGED
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@@ -6,46 +6,91 @@ import logging
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logger = logging.getLogger(__name__)
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def extract_text_from_pdf(pdf_path):
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"""Extracts text from PDF files - enhanced for
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logger.info(f"π Extracting text from PDF: {pdf_path}")
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try:
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if not os.path.exists(pdf_path):
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raise FileNotFoundError(f"File not found: {pdf_path}")
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doc = fitz.open(pdf_path)
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full_text = ""
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for page_num, page in enumerate(doc):
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page_text = page.get_text()
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full_text += page_text
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-
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doc.close()
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logger.info(f"β
PDF extraction complete: {len(full_text)} total characters")
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return full_text.strip()
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except Exception as e:
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logger.error(f"β PDF extraction failed: {e}")
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raise Exception(f"Failed to extract text from PDF: {str(e)}")
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def extract_text_from_pdf_bytes(pdf_bytes):
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"""Extract text from PDF bytes without temp files"""
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try:
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doc = fitz.open(stream=pdf_bytes, filetype="pdf")
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full_text = ""
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for page in doc:
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full_text += page.get_text()
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doc.close()
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return full_text.strip()
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except Exception as e:
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logger.error(f"β PDF bytes extraction failed: {e}")
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raise
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# Keep your existing PPTX and DOCX functions as they are...
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-
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def extract_text_from_pptx(pptx_path):
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"""Extracts text from PowerPoint (PPTX) files."""
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logger.info(f"π Extracting text from PPTX: {pptx_path}")
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try:
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if not os.path.exists(pptx_path):
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raise FileNotFoundError(f"File not found: {pptx_path}")
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@@ -57,8 +102,14 @@ def extract_text_from_pptx(pptx_path):
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full_text += shape.text + "\n"
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logger.debug(f"π Slide {slide_num + 1} processed")
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logger.info(f"β
PPTX extraction complete: {len(full_text)} total characters")
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return full_text.strip()
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except Exception as e:
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logger.error(f"β PPTX extraction failed: {e}")
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raise Exception(f"Failed to extract text from PowerPoint: {str(e)}")
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@@ -67,13 +118,107 @@ def extract_text_from_docx(docx_path):
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"""Extracts text from Word (DOCX) files."""
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logger.info(f"π Extracting text from DOCX: {docx_path}")
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try:
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if not os.path.exists(docx_path):
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raise FileNotFoundError(f"File not found: {docx_path}")
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doc = Document(docx_path)
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full_text = "\n".join([para.text for para in doc.paragraphs if para.text.strip()])
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logger.info(f"β
DOCX extraction complete: {len(full_text)} total characters")
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return full_text.strip()
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except Exception as e:
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logger.error(f"β DOCX extraction failed: {e}")
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raise Exception(f"Failed to extract text from Word document: {str(e)}")
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logger = logging.getLogger(__name__)
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# File size limits (in bytes)
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MAX_PDF_SIZE = 50 * 1024 * 1024 # 50MB
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def extract_text_from_pdf(pdf_path):
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"""Extracts text from PDF files - enhanced for large files"""
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logger.info(f"π Extracting text from PDF: {pdf_path}")
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try:
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# Check file size first
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if os.path.exists(pdf_path):
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file_size = os.path.getsize(pdf_path)
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if file_size > MAX_PDF_SIZE:
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file_size_mb = file_size / (1024 * 1024)
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raise Exception(f"PDF file too large ({file_size_mb:.1f}MB). Maximum supported size is {MAX_PDF_SIZE // (1024*1024)}MB.")
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if not os.path.exists(pdf_path):
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raise FileNotFoundError(f"File not found: {pdf_path}")
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doc = fitz.open(pdf_path)
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full_text = ""
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page_count = len(doc)
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# For very large files, process with progress tracking
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for page_num, page in enumerate(doc):
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page_text = page.get_text()
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full_text += page_text
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# Show progress for very large files
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if page_count > 50 and page_num % 10 == 0:
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logger.info(f"π Processed {page_num}/{page_count} pages...")
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doc.close()
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if not full_text.strip():
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logger.warning("β οΈ No text content found in PDF")
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raise Exception("No extractable text found in PDF. The file may contain only images or scanned content.")
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logger.info(f"β
PDF extraction complete: {len(full_text)} total characters")
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return full_text.strip()
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except MemoryError:
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logger.error("β Memory error processing large PDF")
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raise Exception("PDF is too large to process and caused memory issues. Please try a smaller file.")
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except Exception as e:
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logger.error(f"β PDF extraction failed: {e}")
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# Re-raise with more context if it's a size issue
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if "too large" in str(e).lower():
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raise
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raise Exception(f"Failed to extract text from PDF: {str(e)}")
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def extract_text_from_pdf_bytes(pdf_bytes):
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"""Extract text from PDF bytes without temp files"""
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try:
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# Check size of bytes
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if len(pdf_bytes) > MAX_PDF_SIZE:
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file_size_mb = len(pdf_bytes) / (1024 * 1024)
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raise Exception(f"PDF file too large ({file_size_mb:.1f}MB). Maximum supported size is {MAX_PDF_SIZE // (1024*1024)}MB.")
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doc = fitz.open(stream=pdf_bytes, filetype="pdf")
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full_text = ""
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for page in doc:
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full_text += page.get_text()
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doc.close()
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if not full_text.strip():
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raise Exception("No extractable text found in PDF.")
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return full_text.strip()
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except MemoryError:
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logger.error("β Memory error processing large PDF bytes")
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raise Exception("PDF is too large to process. Please try a smaller file.")
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except Exception as e:
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logger.error(f"β PDF bytes extraction failed: {e}")
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raise
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def extract_text_from_pptx(pptx_path):
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"""Extracts text from PowerPoint (PPTX) files."""
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logger.info(f"π Extracting text from PPTX: {pptx_path}")
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try:
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# Check file size
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if os.path.exists(pptx_path):
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file_size = os.path.getsize(pptx_path)
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if file_size > 50 * 1024 * 1024: # 50MB
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file_size_mb = file_size / (1024 * 1024)
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raise Exception(f"PPTX file too large ({file_size_mb:.1f}MB). Maximum supported size is 50MB.")
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if not os.path.exists(pptx_path):
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raise FileNotFoundError(f"File not found: {pptx_path}")
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full_text += shape.text + "\n"
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logger.debug(f"π Slide {slide_num + 1} processed")
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if not full_text.strip():
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raise Exception("No text content found in PowerPoint file.")
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logger.info(f"β
PPTX extraction complete: {len(full_text)} total characters")
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return full_text.strip()
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except MemoryError:
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logger.error("β Memory error processing large PPTX")
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raise Exception("PowerPoint file is too large to process. Please try a smaller file.")
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except Exception as e:
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logger.error(f"β PPTX extraction failed: {e}")
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raise Exception(f"Failed to extract text from PowerPoint: {str(e)}")
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"""Extracts text from Word (DOCX) files."""
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logger.info(f"π Extracting text from DOCX: {docx_path}")
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try:
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# Check file size
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if os.path.exists(docx_path):
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file_size = os.path.getsize(docx_path)
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if file_size > 50 * 1024 * 1024: # 50MB
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file_size_mb = file_size / (1024 * 1024)
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raise Exception(f"DOCX file too large ({file_size_mb:.1f}MB). Maximum supported size is 50MB.")
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if not os.path.exists(docx_path):
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raise FileNotFoundError(f"File not found: {docx_path}")
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doc = Document(docx_path)
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full_text = "\n".join([para.text for para in doc.paragraphs if para.text.strip()])
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if not full_text.strip():
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raise Exception("No text content found in Word document.")
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logger.info(f"β
DOCX extraction complete: {len(full_text)} total characters")
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return full_text.strip()
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except MemoryError:
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logger.error("β Memory error processing large DOCX")
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raise Exception("Word document is too large to process. Please try a smaller file.")
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except Exception as e:
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logger.error(f"β DOCX extraction failed: {e}")
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raise Exception(f"Failed to extract text from Word document: {str(e)}")
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# import os
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# import fitz # PyMuPDF
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# from pptx import Presentation
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# from docx import Document
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# import logging
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# logger = logging.getLogger(__name__)
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# def extract_text_from_pdf(pdf_path):
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# """Extracts text from PDF files - enhanced for Hugging Face"""
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# logger.info(f"π Extracting text from PDF: {pdf_path}")
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# try:
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# if not os.path.exists(pdf_path):
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# raise FileNotFoundError(f"File not found: {pdf_path}")
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# doc = fitz.open(pdf_path)
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# full_text = ""
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# for page_num, page in enumerate(doc):
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# page_text = page.get_text()
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# full_text += page_text
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# logger.debug(f"π Page {page_num + 1}: {len(page_text)} characters")
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# doc.close()
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# logger.info(f"β
PDF extraction complete: {len(full_text)} total characters")
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# return full_text.strip()
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# except Exception as e:
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# logger.error(f"β PDF extraction failed: {e}")
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# raise Exception(f"Failed to extract text from PDF: {str(e)}")
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# def extract_text_from_pdf_bytes(pdf_bytes):
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# """Extract text from PDF bytes without temp files"""
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# try:
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# doc = fitz.open(stream=pdf_bytes, filetype="pdf")
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# full_text = ""
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# for page in doc:
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# full_text += page.get_text()
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# doc.close()
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# return full_text.strip()
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# except Exception as e:
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# logger.error(f"β PDF bytes extraction failed: {e}")
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# raise
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# # Keep your existing PPTX and DOCX functions as they are...
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# def extract_text_from_pptx(pptx_path):
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# """Extracts text from PowerPoint (PPTX) files."""
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# logger.info(f"π Extracting text from PPTX: {pptx_path}")
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# try:
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# if not os.path.exists(pptx_path):
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# raise FileNotFoundError(f"File not found: {pptx_path}")
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# prs = Presentation(pptx_path)
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# full_text = ""
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# for slide_num, slide in enumerate(prs.slides):
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# for shape in slide.shapes:
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# if hasattr(shape, "text") and shape.text.strip():
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# full_text += shape.text + "\n"
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# logger.debug(f"π Slide {slide_num + 1} processed")
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# logger.info(f"β
PPTX extraction complete: {len(full_text)} total characters")
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# return full_text.strip()
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# except Exception as e:
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# logger.error(f"β PPTX extraction failed: {e}")
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# raise Exception(f"Failed to extract text from PowerPoint: {str(e)}")
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# def extract_text_from_docx(docx_path):
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# """Extracts text from Word (DOCX) files."""
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# logger.info(f"π Extracting text from DOCX: {docx_path}")
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# try:
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# if not os.path.exists(docx_path):
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# raise FileNotFoundError(f"File not found: {docx_path}")
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# doc = Document(docx_path)
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# full_text = "\n".join([para.text for para in doc.paragraphs if para.text.strip()])
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# logger.info(f"β
DOCX extraction complete: {len(full_text)} total characters")
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# return full_text.strip()
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# except Exception as e:
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# logger.error(f"β DOCX extraction failed: {e}")
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# raise Exception(f"Failed to extract text from Word document: {str(e)}")
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