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56 lines
2.0 KiB
Python
56 lines
2.0 KiB
Python
import json
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from botocore.awsrequest import AWSRequest
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from botocore.endpoint import URLLib3Session
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from botocore.auth import SigV4Auth
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import boto3
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import botocore.credentials
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import os
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HOST = os.getenv("ES")
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def es_request(payload, path, method):
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# get aws creds
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session = boto3.Session()
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headers = {"Host": HOST, "Content-Type": "application/json"}
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request = AWSRequest(
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method="POST", url=f"https://{HOST}/{path}", data=payload, headers=headers
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)
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SigV4Auth(boto3.Session().get_credentials(), "es", "us-east-1").add_auth(request)
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session = URLLib3Session()
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r = session.send(request.prepare())
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return json.loads(r.text)
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def lambda_handler(event, context):
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payloads = {}
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for record in event['Records']:
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sns_message = json.loads(record["body"])
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if type(json.loads(sns_message["Message"])) == dict:
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incoming_payloads = [json.loads(sns_message["Message"])]
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else:
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incoming_payloads = json.loads(sns_message["Message"])
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for payload in incoming_payloads:
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index = payload['datetime'][:7]
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if index not in payloads: # create index if not exists
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payloads[index] = []
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payloads[index].append(payload)
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for index in payloads:
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body=""
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for payload in payloads[index]:
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body += "{\"index\":{}}\n" + json.dumps(payload) + "\n"
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body += "\n"
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result = es_request(body, f"telm-{index}/_doc/_bulk", "POST")
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if 'errors' in result and result['errors'] == True:
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error_types = [x['index']['error']['type'] for x in result['items'] if 'error' in x['index']] # get all the error types
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error_types = [a for a in error_types if a != 'mapper_parsing_exception'] # filter out mapper failures since they will never succeed
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if error_types:
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print(event)
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print(result)
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raise RuntimeError
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