machine-learning-zoomcamp/09-serverless/workshop/lambda-sklearn/invoke.py at master · DataTalksClub/machine-learning-zoomcamp · GitHub

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import boto3
import json

lambda_client = boto3.client('lambda')

customer_data = {
    "customer": {
        "gender": "female",
        "seniorcitizen": 0,
        "partner": "yes",
        "dependents": "no",
        "phoneservice": "no",
        "multiplelines": "no_phone_service",
        "internetservice": "dsl",
        "onlinesecurity": "no",
        "onlinebackup": "yes",
        "deviceprotection": "no",
        "techsupport": "no",
        "streamingtv": "no",
        "streamingmovies": "no",
        "contract": "month-to-month",
        "paperlessbilling": "yes",
        "paymentmethod": "electronic_check",
        "tenure": 1,
        "monthlycharges": 29.85,
        "totalcharges": 29.85
    }
}

response = lambda_client.invoke(
    FunctionName='churn-prediction-docker',
    InvocationType='RequestResponse',
    Payload=json.dumps(customer_data)
)

result = json.loads(response['Payload'].read())
print(json.dumps(result, indent=2))