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| import requests | |
| import json | |
| import pandas as pd | |
| from datetime import datetime | |
| import boto3 | |
| import io | |
| import boto3 | |
| def get_parameter(parameter): | |
| ssm = boto3.client('ssm', 'eu-west-1') | |
| return ssm.get_parameter(Name=parameter, WithDecryption=True)['Parameter']['Value'] | |
| def send_sns_notification(message, topic_arn): | |
| sns = boto3.client('sns') # replace with your SNS Topic ARN | |
| response = sns.publish( | |
| TopicArn=topic_arn, | |
| Message=message, | |
| ) | |
| def get_csv_df(bucket, key): | |
| s3 = boto3.client('s3') | |
| obj = s3.get_object(Bucket=bucket, Key=key) | |
| df = pd.read_csv(io.BytesIO(obj['Body'].read())) | |
| return df | |
| def get_json_df(bucket, key): | |
| s3 = boto3.client('s3') | |
| # Get the file from S3 | |
| obj = s3.get_object(Bucket=bucket, Key=key) | |
| data = obj['Body'].read().decode('utf-8') | |
| df = pd.read_json(io.StringIO(data)) | |
| return df | |
| def upload_json_to_s3(bucket_name, file_name, data): | |
| s3 = boto3.resource('s3') | |
| obj = s3.Object(bucket_name, file_name) | |
| obj.put(Body=json.dumps(data)) | |
| def upload_csv_to_s3(bucket_name, file_name, df): | |
| csv_buffer = io.StringIO() | |
| df.to_csv(csv_buffer, index=False) | |
| s3_resource = boto3.resource('s3') | |
| s3_resource.Object(bucket_name, file_name).put(Body=csv_buffer.getvalue()) | |
| def get(url): | |
| response = requests.get(url) | |
| return json.loads(response.content) | |
| def get_gameweek(): | |
| players = get('https://fantasy.premierleague.com/api/bootstrap-static/') | |
| fixtures_df = pd.DataFrame(players['events']) | |
| today = datetime.now().timestamp() | |
| fixtures_df = fixtures_df.loc[fixtures_df.deadline_time_epoch>today] | |
| gameweek = fixtures_df.id.iat[0] | |
| return gameweek | |
| def get_team_auth(user_id, cookie): | |
| url = f'https://fantasy.premierleague.com/api/my-team/{user_id}/' | |
| headers = { | |
| 'cookie': cookie, | |
| } | |
| resp = requests.get(url, headers=headers) | |
| if resp.status_code != 200: | |
| raise Exception(f'Error: Received status code {resp.status_code} from server: {resp.text}') | |
| team = json.loads(resp.content) | |
| return team |
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