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Apache Spark - A unified analytics engine for large-scale data processing
44K starsSep 9, 2026 pushdata-analysisScalaSQL
$ npx skills add apache/sparkAlternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Ahead of Time Data Repositories
Apache Spark - A unified analytics engine for large-scale data processing
$ npx skills add apache/spark$ npx skills add apache/flinkMyBatis SQL mapper framework for Java
$ npx skills add mybatis/mybatis-3The official home of the Presto distributed SQL query engine for big data
$ npx skills add prestodb/prestoApache Beam is a unified programming model for Batch and Streaming data processing.
$ npx skills add apache/beam$ npx skills add apache/hiveApache Calcite
$ npx skills add apache/calciteApache Linkis builds a computation middleware layer to facilitate connection, governance and orchestration between the upper applications and the underlying data engines.
$ npx skills add apache/linkisGenerate type-safe code from SQL
$ npx skills add sqlc-dev/sqlcFree universal database tool and SQL client
$ npx skills add dbeaver/dbeaverKotlin SQL Framework
$ npx skills add JetBrains/ExposedThe world's fastest open query engine for sub-second analytics both on and off the data lakehouse. With the flexibility to support nearly any scenario, StarRocks provides best-in-class performance for multi-dimensional analytics, real-time analytics, and ad-hoc queries. A Linux Foundation project.
$ npx skills add StarRocks/starrocksOfficial repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)
$ npx skills add trinodb/trinoFlyway by Redgate • Database Migrations Made Easy.
$ npx skills add flyway/flywayApache Ignite
$ npx skills add apache/igniteDatabase Subsetting and Relational Data Browsing Tool.
$ npx skills add Wisser/JailerHow to choose
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Micronaut Data if it already passes your workflow test and repository review.
Next step
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.