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Update compiler plugin future plans
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docs/StardustDocs/topics/Compiler-Plugin.md

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</link-summary>
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> Now available in Gradle (IDEA 2025.2+) and Maven (IDEA 2025.3+) projects, is coming soon to Kotlin Notebook.
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> Now available in Gradle (IDEA 2025.2+) and Maven (IDEA 2025.3+) projects, is coming soon to Kotlin Toolchain.
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**Kotlin DataFrame Compiler Plugin** is a Kotlin compiler plugin that automatically generates
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**[type-safe extension properties](extensionPropertiesApi.md)** for your dataframes,
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kotlin("jvm") version "%compilerPluginKotlinVersion%"
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```
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```kotlin
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kotlin("plugin.dataframe") version "%compilerPluginKotlinVersion%"
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```

docs/StardustDocs/topics/staticInterpretation.md

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- `gather`, `split`, `implode`, some CS DSL functions — they will be supported in the future release
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In Gradle projects it means that sometimes you'd need to provide [data schema](dataSchema.md) or fall back to String API.
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In Kotlin Notebook, the compiler plugin complements the built-in code generator that updates types or variables after cell execution.
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```kotlin
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val df = DataFrame.readX("...")
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```
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In the next cell you can add, convert, remove, aggregate columns and expect that schema will be updated accordingly,
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without having to split your pipeline into multiple steps and trigger notebook code generation.
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