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Data Lake

What is the Data Lake?

A data lake is a centralized repository that allows you to store all your structured and unstructured data at any scale. In our infra we are collecting data from the systems: - Xero - Conta Azul - Stripe - Zoho CRM - Clickup - Github - 360 Dialog - MongoDB

Purpose and Objective

Ensure the right data is in the right place at the right time, to empower Rocketeers with data and propel the company to be more data-driven.
Guaranteeing the data quality and data governance across our platforms.

Infrastructure

The Data Lake is based in AWS, below the tools that we current use: - AWS Lambda (for data treatment and data extraction) - Cloud Watch (for scheduling the AWS Lambda execution) - S3 (store all the raw data and treated data) - Athena (query the data stored in S3) Check in the Data Platform repository in Github to see the full documentation of the scripts. To a complete view of the current infrastructure you should check the Data Infrastructure flow.

How to use the Data Lake?

We've prepared a documentation of how to use the Data Lake, you can check this presentation here. Due to special needs for the Product Data we decided to create a different flow for the Product team, the full documentation you can find here. For all the teams that have interest in use the Data Lake or to collect more data from different databases the Data & Analytics team offer the full support, feel free to get in touch with @guilherme.garcia.

Technical Documentation

  • How to create new tables in Athena? (WIP)
  • How to import tables/databases from Athena in Zoho Analytics? (WIP)