Apache Spark

Apache Spark.

Ensure good data quality in Apache Spark.

About Apache Spark

Apache Spark is an open-source, unified engine for executing data engineering, data science, machine learning, and large-scale data analytics. It is scalable and unified for batch or streaming data, SQL analytics, data science at scale, and machine learning.

How Soda integrates with Apache Spark

Check and validate the quality of source data at ingestion to detect errors, catch and quarantine bad data, and resolve data issues before they have a downstream impact. Continuously and proactively monitor data, configure alerts, and maintain reliable data pipelines to prevent data downtime and eliminate firefighting.

Integrate Soda with Apache Spark to:

  • Write declarative data quality checks
  • Configure alerts to catch issues early
  • Increase trust and confidence in the data
Apache Spark
integration information coming soon!
Access docs to learn how this integration works with Soda and follow a step-by-step technical guide to get started.

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