Thursday, March 16, 2017
Wednesday, March 1, 2017
Part 1 of series "AWS cloud components -simplified - The Power of Lambda"
AWS S3
bucket:
This
component can be used to receive files coming from external sources. The file is
routed via API Gateway in order to balance load, firewall unprecedented request
for security and serve as a proxy server.
AWS
Lambda:
This will
monitor S3 bucket in order to record landing of a file. It will then provision
the event of incoming file in bucket to different tasks like reception and transformation.
An example:
- S3 bucket
can be structured to contain sub-folders named pending, processing, received, renamed,
transformed, validated, error, exception and archive.
- Incoming Files
can be filtered and sent to Pending folder on file creation event (marks file
arrival). This will also instantiate AWS lambda.
- AWS
lambda can then store filename and status in the table with status=’Received’. It
will also invoke EC2 container (reception task) for further processing.
- Reception
task is a docker instance running on EC2. It will identify the file that is
ready and read the file from S3 and process it.
- Post job
in ACW to invoke ProcessorLambda.
- On
successful processing, the last step is to post an ACW job to invoke
SubmissionLambda
- ACW will
trigger based on time event (will trigger on specific time as per configuration)
and invoke ExceptionTask via ExceptionLambda
AWS Cloudwatch:
ACW will
perform orchestration role. It will ensure start of different tasks based on
completion of previous tasks.
AWS SNS:
SNS is
primarily used as a notification service. It will serve as an interface to
report errors during processing of a task. It will send a notification in order
to log the error using already existent loggly service.
AWS EC2
cluster:
EC2 cluster
will comprise of several dockerized tasks. These are reception, transformation,
submission and exception.
AWS RDS:
We can make
use of AWS RDS (postgres) in order to hold DB objects. Broadly it needs to hold
DB objects to preserve any processing or transnational tasks.
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