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.
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: