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| import os | |
| import boto3 | |
| import tempfile | |
| import fitz | |
| from io import BytesIO | |
| from fastapi.responses import JSONResponse | |
| import logging | |
| class Loader: | |
| def __init__(self): | |
| # Create S3 and Transcribe clients with credentials | |
| self.bucket_name = "multimedika" | |
| self.s3_client = boto3.client( | |
| "s3", | |
| aws_access_key_id=os.getenv("AWS_ACCESS_KEY_ID"), | |
| aws_secret_access_key=os.getenv("AWS_SECRET_ACCESS_KEY"), | |
| region_name="us-west-2", | |
| ) | |
| def upload_to_s3(self, file, object_name, folder_name="summarizer"): | |
| try: | |
| # If folder_name is provided, prepend it to the object_name | |
| if folder_name: | |
| object_name = f"{folder_name}/{object_name}" | |
| # Open the PDF with PyMuPDF (fitz) | |
| pdf_document = fitz.open(stream=file.file.read(), filetype="pdf") | |
| print("Jumlah halaman : ", pdf_document.page_count) | |
| # Loop through each page of the PDF | |
| for page_num in range(pdf_document.page_count): | |
| try: | |
| # Convert the page to bytes (as a separate PDF) | |
| page_stream = BytesIO() | |
| single_page_pdf = fitz.open() # Create a new PDF | |
| single_page_pdf.insert_pdf(pdf_document, from_page=page_num, to_page=page_num) | |
| single_page_pdf.save(page_stream) | |
| single_page_pdf.close() | |
| # Reset the stream position to the start | |
| page_stream.seek(0) | |
| # Define the object name for each page (e.g., 'summarizer/object_name/page_1.pdf') | |
| page_object_name = f"{object_name}/{page_num + 1}.pdf" | |
| # Upload each page to S3 | |
| self.s3_client.upload_fileobj(page_stream, self.bucket_name, page_object_name) | |
| print(f"Page {page_num + 1} of '{object_name}' successfully uploaded as '{page_object_name}' to bucket '{self.bucket_name}'.") | |
| except Exception as page_error: | |
| # Log the error but continue with the next page | |
| logging.error(f"Error uploading page {page_num + 1}: {page_error}") | |
| continue | |
| except Exception as e: | |
| return JSONResponse(status_code=500, content=f"Error uploading to AWS: {e}") | |
| def upload_image_to_s3(self, file, custom_name, folder_name="summarizer"): | |
| try: | |
| # If folder_name is provided, prepend it to the custom_name | |
| if folder_name: | |
| object_name = f"{folder_name}/{custom_name}" | |
| else: | |
| object_name = custom_name | |
| # Read the file into a bytes buffer | |
| image_stream = BytesIO() | |
| image_stream.write(file.file.read()) | |
| image_stream.seek(0) # Reset the stream position to the start | |
| # Upload the image to S3 | |
| self.s3_client.upload_fileobj(image_stream, self.bucket_name, object_name) | |
| print(f"Image '{object_name}' successfully uploaded to bucket '{self.bucket_name}'.") | |
| except Exception as e: | |
| return JSONResponse(status_code=500, content=f"Error uploading image to AWS: {e}") | |
| def change_name_of_book(self, current_object_name, new_object_name, folder_name="summarizer"): | |
| try: | |
| if folder_name: | |
| current_object_name = f"{folder_name}/{current_object_name}" | |
| new_object_name = f"{folder_name}/{new_object_name}" | |
| # Copy the current object to a new object with the new name | |
| copy_source = {'Bucket': self.bucket_name, 'Key': current_object_name} | |
| self.s3_client.copy(copy_source, self.bucket_name, new_object_name) | |
| # Delete the old object | |
| self.s3_client.delete_object(Bucket=self.bucket_name, Key=current_object_name) | |
| print(f"Renamed '{current_object_name}' to '{new_object_name}'.") | |
| except Exception as e: | |
| return JSONResponse(status_code=500, content=f"Error renaming book: {e}") | |
| def change_name_of_image(self, current_object_name, new_object_name, folder_name="summarizer"): | |
| try: | |
| if folder_name: | |
| current_object_name = f"{folder_name}/{current_object_name}" | |
| new_object_name = f"{folder_name}/{new_object_name}" | |
| # Copy the current object to a new object with the new name | |
| copy_source = {'Bucket': self.bucket_name, 'Key': current_object_name} | |
| self.s3_client.copy(copy_source, self.bucket_name, new_object_name) | |
| # Delete the old object | |
| self.s3_client.delete_object(Bucket=self.bucket_name, Key=current_object_name) | |
| print(f"Renamed image '{current_object_name}' to '{new_object_name}' in bucket '{self.bucket_name}'.") | |
| except Exception as e: | |
| return JSONResponse(status_code=500, content=f"Error renaming image: {e}") | |