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Day 54 - Mastering AWS OpenSearch: Terraform Provisioning and Cost Efficiency Series
ONE SENTENCE SUMMARY:
This session demonstrates how to ingest logs into AWS OpenSearch using a LockStash agent, discussing cost optimization techniques and providing instructions on setting up the environment.
MAIN POINTS:
- The content is about ingesting logs into AWS OpenSearch using LockStash.
- A provision search cluster and a LockStash agent are used for log collection.
- The design includes two E2 instances in different availability zones, with an OpenSearch cluster deployed on the same VPC.
- The LockStash agent sends logs to the OpenSearch cluster for processing.
- A sample pipeline is provided to input and output the desired logs.
- Terraform is used to provision the AWS OpenSearch cluster.
- An Amazon EC2 instance is created for the OpenSearch cluster with specific configurations.
- The code demonstrates creating an OpenSearch cluster in a specified region (US East).
- Index life cycle policy is introduced as a cost optimization technique.
- The index life cycle policy deletes older indexes, and there are options to customize the policy based on requirements.
ADDITIONAL NOTES:
- LinkedIn ID for further questions or contact.
ONE SENTENCE SUMMARY:
AWS Open Search provides a scalable and cost-effective solution for ingesting logs, with features like provisioned clusters, data collection engines (Lock Stash), and index life cycle policies to manage storage and costs.
MAIN POINTS:
- AWS Open Search is used to ingest logs from various sources.
- A Lock Stash agent is used to send logs to the Open Search cluster in real-time.
- The Lock Stash pipeline includes input, output, and debug options.
- Provisioning an Open Search cluster using Terraform involves creating a new region, cluster name, version, instance type, and EBS volume size.
- Installing the Lock Stash agent requires downloading and extracting the agent, then configuring it to send logs to the Open Search cluster.
- Index life cycle policies are used to manage storage and costs by deleting older indexes.
TAKEAWAYS:
- AWS Open Search is a scalable solution for ingesting logs from various sources.
- Lock Stash agents can be used to send logs in real-time to an Open Search cluster.
- Provisioning and configuring an Open Search cluster requires attention to detail, including region, cluster name, version, instance type, and EBS volume size.
- Index life cycle policies are essential for managing storage and costs by deleting older indexes.
- Monitoring and optimizing log ingestion can help reduce costs and improve performance.