refactor: enhance task logging in text refinement and metadata extraction processes
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@@ -6,7 +6,7 @@ import os
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from app.config import settings
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from app.tasks.retry_config import BaseTaskWithRetry
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from app.tasks.embed_metadata_into_pdf import embed_metadata_into_pdf
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from app.utils import log_task_progress, log_task
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from app.utils import task_logger, log_task
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from app.database import SessionLocal
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from app.models import FileRecord
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@@ -41,9 +41,12 @@ def extract_json_from_text(text):
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@log_task("extract_metadata")
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def extract_metadata_with_gpt(s3_filename: str, cleaned_text: str):
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"""Uses OpenAI to classify document metadata."""
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task_id = extract_metadata_with_gpt.request.id
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session = SessionLocal()
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try:
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log_task_progress(session, s3_filename, "Starting metadata extraction")
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task_logger(f"Starting metadata extraction for {s3_filename}",
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step_name="extract_metadata", task_id=task_id)
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prompt = f"""
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You are a specialized document analyzer trained to extract structured metadata from documents.
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Your task is to analyze the given text and return a well-structured JSON object.
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@@ -76,7 +79,7 @@ Extracted text:
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Return only valid JSON with no additional commentary.
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"""
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print(f"[DEBUG] Sending classification request for {s3_filename}...")
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task_logger(f"Sending classification request for {s3_filename}", step_name="extract_metadata")
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completion = client.chat.completions.create(
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model=settings.openai_model,
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messages=[
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@@ -87,32 +90,35 @@ Return only valid JSON with no additional commentary.
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)
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content = completion.choices[0].message.content
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print(f"[DEBUG] Raw classification response for {s3_filename}: {content}")
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task_logger(f"Received raw classification response for {s3_filename}", step_name="extract_metadata")
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json_text = extract_json_from_text(content)
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if not json_text:
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print(f"[ERROR] Could not find valid JSON in GPT response for {s3_filename}.")
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log_task_progress(session, s3_filename, "Failed to extract valid JSON")
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task_logger(f"Could not find valid JSON in GPT response for {s3_filename}",
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level="error", step_name="extract_metadata")
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return {}
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metadata = json.loads(json_text)
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print(f"[DEBUG] Extracted metadata: {metadata}")
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task_logger(f"Successfully extracted metadata from {s3_filename}", step_name="extract_metadata")
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# Trigger the next step: embedding metadata into the PDF
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embed_metadata_into_pdf.delay(s3_filename, cleaned_text, metadata)
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log_task_progress(session, s3_filename, "Metadata extraction completed")
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embed_task = embed_metadata_into_pdf.delay(s3_filename, cleaned_text, metadata)
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task_logger(f"Triggered embed_metadata task with ID: {embed_task.id}", step_name="extract_metadata")
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# Update database record
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file_record = session.query(FileRecord).filter(FileRecord.s3_filename == s3_filename).first()
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file_record = session.query(FileRecord).filter(FileRecord.local_filename.like(f'%{s3_filename}')).first()
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if file_record:
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file_record.metadata = metadata
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session.commit()
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# Since we can't store dict directly, you might want to store it as JSON string
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# or add specific columns for key metadata values
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task_logger(f"Found file record ID {file_record.id}, updating metadata", step_name="extract_metadata")
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else:
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task_logger(f"No file record found for {s3_filename}", level="warning", step_name="extract_metadata")
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return {"s3_file": s3_filename, "metadata": metadata}
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return {"file": s3_filename, "metadata": metadata}
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except Exception as e:
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print(f"[ERROR] OpenAI classification failed for {s3_filename}: {e}")
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log_task_progress(session, s3_filename, f"Error: {e}")
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task_logger(f"OpenAI classification failed for {s3_filename}: {e}",
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level="error", step_name="extract_metadata")
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return {}
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finally:
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session.close()
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