import boto3
import json
import os

lambda_client = boto3.client(
    'lambda',
    aws_access_key_id=st.secrets['user_access_key_us_west_2'],
    aws_secret_access_key=st.secrets['user_secret_key_us_west_2'], region_name = 'us-west-2'
)

def send_to_lambda(index, document):
    payload = {
        "target_index": index,
        "document": document
    }

    response = lambda_client.invoke(
        FunctionName='proxy-observability-opensearch-ubi',
        InvocationType='Event',  # async!
        Payload=json.dumps(payload)
    )

    return response['StatusCode']  # 202 if accepted