Skip to content

Setting up alternative data stores

Anton Parkhomenko edited this page Jan 11, 2018 · 35 revisions

HOME » SNOWPLOW SETUP GUIDE » Step 4: Setup alternative data stores

Snowplow supports storing your data into four different data stores:

Storage Description Status
S3 (EMR, Kinesis) Data is stored in the S3 file system where it can be analysed using EMR (e.g. Hive, Spark) Production-ready
Redshift A columnar database offered as a service on EMR. Optimized for performing OLAP analysis. Scales to Petabytes Production-ready
PostgreSQL A popular, open source, RDBMS database Production-ready
Elasticsearch A search server for JSON documents Production-ready
Amazon DynamoDB Fast NoSQL database used as auxilliary storage for de-duplication process Production-ready

By setting up the EmrEtlRunner (in the previous step), you are already successfully loading your Snowplow event data into S3 where it is accessible to EMR for analysis.

If you wish to analyse your data using a wider range of tools (e.g. BI tools like Looker, ChartIO or Tableau, or statistical tools like R), you will want to load your data into a database like Amazon Redshift or PostgreSQL to enable use of these tools.

The RDB Loader is an EMR step to make it simple to keep an updated copy of your data in Redshift. To setup Snowplow to automatically populate a PostgreSQL and/or Redshift database with Snowplow data, you need to first:

  1. Create a database and table for Snowplow data in Redshift and/or
  2. Create a database and table for Snowplow data in PostgreSQL

Then, afterwards, you will need to set up the EmrEtlRunner to regularly transfer Snowplow data into your new store(s)

Note that instructions on setting up both Redshift and PostreSQL on EC2 are included in this setup guide and referenced from the links above.

All done? Then get started with data modeling or start analysing your event-level data.

Note: We recommend running all Snowplow AWS operations through an IAM user with the bare minimum permissions required to run Snowplow. Please see our IAM user setup page for more information on doing this.

Clone this wiki locally
You can’t perform that action at this time.