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Migrating a Spark application to a new major version v1.0.0

Use this resource to migrate an Apache Spark application to a higher major version

New

  • 353 downloads
  • 186 likes
  • 135 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install apache-spark-version-migration

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent inventories the migration's impact, updates the Maven, SBT, Gradle or PySpark build files, replaces removed APIs and adjusts the configuration as well as the SQL and DataFrame queries. It finishes by validating the tests. You get an application adapted to the target version.

Mostly picked by

Updated November 2, 2026

Card for the “Migrating a Spark application to a new major version” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: inventory, build, API and configuration phases
  • SKILL.md: checklist and output format
  • README.md: overview of the skill

Good fit for

  • You need to move a PySpark or Scala application from Spark 3 to Spark 4
  • You want to list deprecated APIs before a version upgrade

Not for

    Tags

    • spark
    • migration
    • pyspark
    • deprecation

    About

    You say

    “Move this PySpark project from Spark 3.5 to 4.0 and fix the deprecated APIs.”

    Card for the “Migrating a Spark application to a new major version” skill

    Skill published by openhands under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to migrate an Apache Spark application to a higher major version
    3. Review and adjust the result

    Content preview

    Files

    • .claude-plugin0 KB
    • .codex-plugin0 KB
    • .plugin/plugin.json0.6 KB
    • LICENSE1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • README.md2.1 KB
    • SKILL.md7.8 KB

    Origin and licence

    Listed unmodified

    Author
    openhands
    Source
    github.com/openhands/extensions/tree/21981f63bc10a52d3f81432e084b7093689ac47b/skills/spark-version-upgrade
    Licence
    MIT

    Notice

    « spark-version-upgrade » (openhands, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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