Mercurial > public > tweet-analysis
view src/handlers/sentiment.py @ 3:5c36f51105c2
fetch tweets working
author | Dennis Concepcion Martin <dennisconcepcionmartin@gmail.com> |
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date | Thu, 16 Sep 2021 16:51:59 +0200 |
parents | 0277e7fc0f0a |
children | cfd876570008 |
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import json import requests import boto3 import base64 from botocore.exceptions import ClientError def get_tweet_sentiment(event, context): """ :param event: dict, required API Gateway Lambda Proxy Input Format :param context: object, required Lambda Context runtime methods and attributes :return: dict API Gateway Lambda Proxy Output Format """ twitter_url = create_twitter_url(user='dennisconcep') twitter_key = get_twitter_key() bearer_token = twitter_key['BEARER'] twitter_header = {"Authorization": "Bearer {}".format(bearer_token)} # Auth header twitter_response = requests.request("GET", twitter_url, headers=twitter_header) print(twitter_response.json()) return { "statusCode": 200, "body": json.dumps({ "message": "hello world", }), } def create_twitter_url(user, max_results=100): """ Create url to fetch `max_results` of tweets from `user` :param user: string, required :param max_results: int, optional, default 100 :return: string url """ formatted_max_results = 'max_results={}'.format(max_results) formatted_user = 'query=from:{}'.format(user) url = "https://api.twitter.com/2/tweets/search/recent?{}&{}".format(formatted_max_results, formatted_user) return url def get_twitter_key(): """ Get Twitter Api Key from AWS Secrets Manager :return: """ secret_name = "tweet-analysis-keys" region_name = "eu-west-2" # Create a Secrets Manager client session = boto3.session.Session() client = session.client( service_name='secretsmanager', region_name=region_name ) try: get_secret_value_response = client.get_secret_value(SecretId=secret_name) except ClientError as e: if e.response['Error']['Code'] == 'DecryptionFailureException': # Secrets Manager can't decrypt the protected secret text using the provided KMS key. # Deal with the exception here, and/or rethrow at your discretion. raise e elif e.response['Error']['Code'] == 'InternalServiceErrorException': # An error occurred on the server side. # Deal with the exception here, and/or rethrow at your discretion. raise e elif e.response['Error']['Code'] == 'InvalidParameterException': # You provided an invalid value for a parameter. # Deal with the exception here, and/or rethrow at your discretion. raise e elif e.response['Error']['Code'] == 'InvalidRequestException': # You provided a parameter value that is not valid for the current state of the resource. # Deal with the exception here, and/or rethrow at your discretion. raise e elif e.response['Error']['Code'] == 'ResourceNotFoundException': # We can't find the resource that you asked for. # Deal with the exception here, and/or rethrow at your discretion. raise e else: # Decrypts secret using the associated KMS CMK. # Depending on whether the secret is a string or binary, one of these fields will be populated. if 'SecretString' in get_secret_value_response: secret = get_secret_value_response['SecretString'] else: secret = base64.b64decode(get_secret_value_response['SecretBinary']) return json.loads(secret)