Feat: Desacoplamento
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75
code/services/document_extractor.py
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75
code/services/document_extractor.py
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import asyncio
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import io
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from pathlib import Path
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from urllib.parse import urlparse
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import boto3
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from PyPDF2 import PdfReader, PdfWriter
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from utils.config import AWS_REGION
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from utils.secrets_manager import SECRETS
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_s3_input = boto3.client(
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"s3",
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aws_access_key_id=SECRETS["AWS_ACCESS_KEY"],
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aws_secret_access_key=SECRETS["AWS_SECRET_KEY"],
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region_name=AWS_REGION,
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)
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_textract = boto3.client("textract", region_name=AWS_REGION)
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def parse_s3_uri(s3_uri: str) -> tuple[str, str]:
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parsed = urlparse(s3_uri)
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if parsed.scheme != "s3":
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raise ValueError(f"Not an S3 URI: {s3_uri}")
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bucket = parsed.netloc
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key = parsed.path.lstrip("/")
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if not bucket or not key:
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raise ValueError(f"Invalid S3 URI: {s3_uri}")
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return bucket, key
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def _extract_text_from_textract_response(response: dict) -> str:
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if not response:
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return ""
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return "\n".join(
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block["Text"] for block in response.get("Blocks", [])
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if block["BlockType"] == "LINE"
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)
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def _split_pdf_pages(pdf_bytes: bytes) -> list[bytes]:
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reader = PdfReader(io.BytesIO(pdf_bytes))
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pages = []
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for page in reader.pages:
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writer = PdfWriter()
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writer.add_page(page)
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buf = io.BytesIO()
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writer.write(buf)
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pages.append(buf.getvalue())
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return pages
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def _textract_detect_bytes(file_bytes: bytes) -> str:
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response = _textract.detect_document_text(Document={"Bytes": file_bytes})
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return _extract_text_from_textract_response(response)
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async def extract_text_from_s3_document(bucket: str, key: str) -> tuple[str, int]:
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file_bytes = await asyncio.to_thread(
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lambda: _s3_input.get_object(Bucket=bucket, Key=key)["Body"].read()
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)
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file_ext = Path(key).suffix.lower()
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if file_ext in [".png", ".jpg", ".jpeg"]:
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text = await asyncio.to_thread(_textract_detect_bytes, file_bytes)
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return text, 1
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if file_ext == ".pdf":
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page_bytes_list = await asyncio.to_thread(_split_pdf_pages, file_bytes)
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texts = await asyncio.gather(*[
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asyncio.to_thread(_textract_detect_bytes, p) for p in page_bytes_list
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])
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return "\n".join(texts), len(page_bytes_list)
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return "", 0
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