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Only aggregate topics not 'other', allowed for minimum sentence length, default max_topics now will auto aggregate topics. Added Cognito Auth functionality (boto3 with AWS).
1e2bb3e
| import boto3 | |
| from funcs.helper_functions import get_or_create_env_var | |
| client_id = get_or_create_env_var('AWS_CLIENT_ID', 'aws_client_placeholder') # This client id is borrowed from async gradio app client | |
| print(f'The value of AWS_CLIENT_ID is {client_id}') | |
| user_pool_id = get_or_create_env_var('AWS_USER_POOL_ID', 'aws_user_pool_placeholder') | |
| print(f'The value of AWS_USER_POOL_ID is {user_pool_id}') | |
| def authenticate_user(username, password, user_pool_id=user_pool_id, client_id=client_id): | |
| """Authenticates a user against an AWS Cognito user pool. | |
| Args: | |
| user_pool_id (str): The ID of the Cognito user pool. | |
| client_id (str): The ID of the Cognito user pool client. | |
| username (str): The username of the user. | |
| password (str): The password of the user. | |
| Returns: | |
| bool: True if the user is authenticated, False otherwise. | |
| """ | |
| client = boto3.client('cognito-idp') # Cognito Identity Provider client | |
| try: | |
| response = client.initiate_auth( | |
| AuthFlow='USER_PASSWORD_AUTH', | |
| AuthParameters={ | |
| 'USERNAME': username, | |
| 'PASSWORD': password, | |
| }, | |
| ClientId=client_id | |
| ) | |
| # If successful, you'll receive an AuthenticationResult in the response | |
| if response.get('AuthenticationResult'): | |
| return True | |
| else: | |
| return False | |
| except client.exceptions.NotAuthorizedException: | |
| return False | |
| except client.exceptions.UserNotFoundException: | |
| return False | |
| except Exception as e: | |
| print(f"An error occurred: {e}") | |
| return False | |
| def download_file_from_s3(bucket_name, key, local_file_path): | |
| s3 = boto3.client('s3') | |
| s3.download_file(bucket_name, key, local_file_path) | |
| print(f"File downloaded from S3: s3://{bucket_name}/{key} to {local_file_path}") |