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ddbstream2es.py
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ddbstream2es.py
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# TO SEND DYNAMO_DB STREAMS TO ELASTICSEARCH.
# THE LAMBDA FUNCTION HAS A HANDLER NAMED ' sample.handler'
# THIS LAMBDA FUNCTION TRIGGERS WHEN THERE IS ANY CHANGE IN DYNAMO_DB RECORDS.
import boto3
import requests
from requests_aws4auth import AWS4Auth
region = 'ap-south-1' # e.g. us-east-1
service = 'es'
credentials = boto3.Session().get_credentials()
awsauth = AWS4Auth(credentials.access_key, credentials.secret_key, region, service, session_token=credentials.token)
host = 'https://search-cucakes-es-pzl6er4a5un7wkd5tox6s5c5ti.ap-south-1.es.amazonaws.com' # the Amazon ES domain, with https://
index = 'lambda-index'
typo = 'lambda-type'
url = host + '/' + index + '/' + typo + '/'
headers = {"Content-Type": "application/json"}
def handler(event, context):
count = 0
for record in event['Records']:
print(event)
# Get the primary key for use as the Elasticsearch ID
ind = record['dynamodb']['Keys']['Id']['N']
if record['eventName'] == 'REMOVE':
document = record['dynamodb']['OldImage']
r = requests.put(url + str(ind), auth=awsauth, json=document, headers=headers)
elif record['eventName'] == 'MODIFY':
document_new = record['dynamodb']['NewImage']
new_Cupcakes = document_new['update_time']['S']
document_old = record['dynamodb']['OldImage']
old_Cupcakes = document_old['update_time']['S']
if old_Cupcakes == new_Cupcakes:
r = requests.put(url + str(ind), auth=awsauth, json=document_old, headers=headers)
else:
document_new = record['dynamodb']['NewImage']
r = requests.put(url + str(ind), auth=awsauth, json=document_new, headers=headers)
else:
document = record['dynamodb']['NewImage']
r = requests.put(url + str(ind), auth=awsauth, json=document, headers=headers)
count += 1
return str(count) + 'records processed.'