Introducing source-to-target monitoring: Keep your data consistent throughout your pipeline
Introducing source-to-target monitoring: Keep your data consistent throughout your pipeline` Source-to-target monitoring is a new feature in Metaplane that ensures data consistency between different data sources and target destinations. Most data quality issues start at the source, but with multiple data sources, it can be challenging to maintain data consistency. This new tool allows users to compare data from multiple sources in one monitor, ensuring data stays consistent throughout the pipeline. With automated validation of data at every step of its journey, users can define a source metric, target metric, and comparison rule to ensure data consistency with minimal effort. The monitors can be configured for various scenarios, including row counts, freshness, cardinality, and group-by comparisons, using Metaplane's machine learning-powered anomaly detection. Setting up a source-to-target monitor can be done in minutes, and users can use the no-code interface or manual SQL configuration options.
Company
Metaplane
Date published
Dec. 11, 2024
Author(s)
Jen Huang, Teddy Cleveland
Word count
485
Language
English
Hacker News points
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