Remove Data Schemas Remove High Quality Data Remove Kafka
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Build vs Buy Data Pipeline Guide

Monte Carlo

If streaming data is a priority for your platform, you might also choose to leverage a system like Confluent’s Apache Kafka along with some of the above mentioned technologies. Due to the different disparate moving technologies involved in ingestion, you may need some combination of Fivetran, Kafka , Spark , data lake formats and more.

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Implementing Data Contracts in the Data Warehouse

Monte Carlo

There is, however, an added dimension to this relationship: data producers are often consumers of upstream data sources. Data warehouse producers wear both hats working with upstream producers so they can consume high-quality data and producing high-quality data to provide to their consumers.