dataframe / dataframe-compiler-plugin-core
AGENTS.md1.1k starsChanged 26 days agoApache-2.0View on GitHub
Guidance for this module. See the root AGENTS.md for repo-wide build/style/KoDEx rules; only module-specific details are here. dataframe-compiler-plugin-core (artifact dataframe-compiler-plugin-core) is NOT a Kotlin compiler plugin. It contains no CompilerPluginRegistrar, no FIR/IR extensions, no @ExperimentalCompilerApi entry points. It is a shaded subset of :core — the runtime API and interpreter logic that the real Kotlin DataFrame compiler plugin bundles and calls into at compile time to evaluate DataFrame operations (compile-time interpreters of operations). It is bundled together with the compiler…
Trending
Less talk lately.about the whole repository
Who's talking about Kotlin/dataframe
- Kotlin/kandy“Support compose multiplatform”GitHub · Dec 14, 2023 · 45 reactions
- Kotlin/kotlin-agent-skills“Add a Skill for working with Kotlin DataFrame”GitHub · May 19, 2026 · 6 reactions
- deephaven/deephaven-csv“Read files with different encodings”GitHub · Nov 11, 2025 · 2 reactions
- Velkonost/sssss“deps(gradle): bump org.jetbrains.kotlinx:dataframe from 0.13.1 to 0.15.0”GitHub · Oct 15, 2025 · 2 reactions
- jeremymailen/kotlinter-gradle“Wired issues when Upgrading to Kotlin 1.8.20 ”GitHub · Apr 12, 2023 · 2 reactions
The biggest 5 of 51 mentions linking to the repository that our crawl found. Each line is their own headline.
See all 51
Talked about on GitHub and Bluesky (51 times).
On GitHub · 50
- Dec 14, 2023Support compose multiplatform — Kotlin/kandy45 reactions · 7 comments
- May 19, 2026Add a Skill for working with Kotlin DataFrame — Kotlin/kotlin-agent-skills6 reactions
- Nov 11, 2025Read files with different encodings — deephaven/deephaven-csv2 reactions · 2 comments
- Oct 15, 2025deps(gradle): bump org.jetbrains.kotlinx:dataframe from 0.13.1 to 0.15.0 — Velkonost/sssss2 reactions · 1 comment
- Apr 12, 2023Wired issues when Upgrading to Kotlin 1.8.20 — jeremymailen/kotlinter-gradle2 reactions · 9 comments
45 more on GitHub
- Sep 25, 2026fix(deps): update all dependencies — salesforce-misc/ReVoman1 reaction · 1 comment
- Dec 9, 2024chore(deps): update dependency org.jetbrains.kotlinx:dataframe to v0.15.0 — Kotlin/kotlin-jupyter-libraries1 reaction
- May 27, 2024Remove `concatFixed()` — Kotlin/kandy1 reaction
- Nov 1, 2026build(deps): bump kotlinx-dataframe from 1.0.0-rc02 to 1.0.0-rc02n — sureshg/native-image-playground0 reactions · 2 comments
- Oct 30, 2026[KDF] Support columnOf(vararg DataFrame) FrameColumn creation — JetBrains/kotlin0 reactions · 18 comments
- Oct 29, 2026Move `@sample` after the removal of escape characters — Jolanrensen/KoDEx0 reactions · 2 comments
- Oct 26, 2026chore(deps): bump kotlinx-dataframe from 1.0.0-rc02 to 1.0.0-rc02n — sureshg/build-commons0 reactions
- Oct 19, 2026chore(deps): bump kotlinx-dataframe from 1.0.0-rc01 to 1.0.0-rc02n — sureshg/kotlin-mpp-playground0 reactions · 2 comments
- Oct 19, 2026chore(deps): bump kotlinx-dataframe from 1.0.0-rc02 to 1.0.0-rc02n — sureshg/build-commons0 reactions
- Oct 16, 2026Fix generated jars and support publishing KoDEx-processed artifacts — Jolanrensen/KoDEx0 reactions
- Oct 15, 2026chore(deps): update dependency org.jetbrains.kotlinx:dataframe-geo to v1.0.0-rc02n - autoclosed — Kotlin/kotlin-jupyter-libraries0 reactions
- Oct 12, 2026chore(deps): bump kotlinx-dataframe from 1.0.0-rc01 to 1.0.0-rc01n — sureshg/build-commons0 reactions
- Oct 7, 2026[KDF] (Attempt 2) Fixed return type mismatch report, like when using `add {}` — JetBrains/kotlin0 reactions · 12 comments
- Oct 5, 2026chore(deps): bump kotlinx-dataframe from 1.0.0-rc01 to 1.0.0-rc01n — sureshg/build-commons0 reactions
- Oct 2, 2026[KDF] Fixed return type mismatch report, like when using `add {}` — JetBrains/kotlin0 reactions · 8 comments
- Oct 1, 2026build(deps): bump kotlinx-dataframe from 1.0.0-rc01 to 1.0.0-rc01n — sureshg/native-image-playground0 reactions · 2 comments
- Sep 28, 2026chore(deps): bump kotlinx-dataframe from 1.0.0-rc01 to 1.0.0-rc01n — sureshg/build-commons0 reactions
- Sep 21, 2026chore(deps): bump kotlinx-dataframe from 1.0.0-rc01 to 1.0.0-rc01n — sureshg/build-commons0 reactions
- Sep 14, 2026chore(deps): bump kotlinx-dataframe from 1.0.0-rc01 to 1.0.0-rc01n — sureshg/build-commons0 reactions
- Sep 11, 2026Bump org.jetbrains.kotlinx:dataframe from 1.0.0-rc01 to 1.0.0-rc01n — linde9821/epa-visualizer0 reactions
- Sep 7, 2026chore(deps): bump kotlinx-dataframe from 1.0.0-rc01 to 1.0.0-rc01n — sureshg/build-commons0 reactions
- Aug 31, 2026chore(deps): bump kotlinx-dataframe from 1.0.0-rc01 to 1.0.0-rc01n — sureshg/build-commons0 reactions
- Aug 24, 2026chore(deps): bump kotlinx-dataframe from 1.0.0-rc01 to 1.0.0-rc01n — sureshg/build-commons0 reactions
- Aug 21, 2026[Feature] Create a preprocessor that adds/creates reference aliases with codespans — Jolanrensen/KoDEx0 reactions
- Aug 10, 2026chore(deps): bump kotlinx-dataframe from 1.0.0-rc01 to 1.0.0-rc01n — sureshg/build-commons0 reactions
- Aug 3, 2026chore(deps): bump kotlinx-dataframe from 1.0.0-rc01 to 1.0.0-rc01n — sureshg/build-commons0 reactions
- Aug 1, 2026build(deps): bump kotlinx-dataframe from 1.0.0-rc01 to 1.0.0-rc01n — sureshg/native-image-playground0 reactions · 2 comments
- Jul 27, 2026Bumped built-in dataframe version to 1.0.0-rc01 — JetBrains/kotlin-toolchain0 reactions · 3 comments
- Jul 27, 2026chore(deps): bump kotlinx-dataframe from 1.0.0-rc01 to 1.0.0-rc01n — sureshg/build-commons0 reactions
- Jul 20, 2026chore(deps): bump kotlinx-dataframe from 1.0.0-Beta5 to 1.0.0-rc01n — sureshg/kotlin-mpp-playground0 reactions · 2 comments
- Jul 20, 2026chore(deps): bump kotlinx-dataframe from 1.0.0-Beta5 to 1.0.0-Beta5n — sureshg/build-commons0 reactions
- Jul 13, 2026chore(deps): bump kotlinx-dataframe from 1.0.0-Beta5 to 1.0.0-Beta5n — sureshg/build-commons0 reactions
- Jul 6, 2026chore(deps): bump kotlinx-dataframe from 1.0.0-Beta5 to 1.0.0-Beta5n — sureshg/build-commons0 reactions
- Jul 1, 2026build(deps): bump kotlinx-dataframe from 1.0.0-Beta5 to 1.0.0-Beta5n — sureshg/native-image-playground0 reactions · 2 comments
- Jun 25, 2026Kotlin SWE benchmark contribution — multi-swe-bench/multi-swe-benchsays it tested it0 reactions
- Jun 22, 2026chore(deps): bump kotlinx-dataframe from 1.0.0-Beta5 to 1.0.0-Beta5n — sureshg/build-commons0 reactions
- Jun 15, 2026chore(deps): bump kotlinx-dataframe from 1.0.0-Beta5 to 1.0.0-Beta5n — sureshg/kotlin-mpp-playground0 reactions · 2 comments
- Jun 15, 2026chore(deps): bump kotlinx-dataframe from 1.0.0-Beta5 to 1.0.0-Beta5n — sureshg/build-commons0 reactions
- Jun 8, 2026chore(deps): bump kotlinx-dataframe from 1.0.0-Beta5 to 1.0.0-dev-10584 — sureshg/kotlin-mpp-playground0 reactions · 2 comments
- Jun 8, 2026chore(deps): bump kotlinx-dataframe from 1.0.0-Beta5 to 1.0.0-dev-10535 — sureshg/build-commons0 reactions
- Jun 2, 2026chore(deps): bump kotlinx-dataframe from 1.0.0-Beta5 to 1.0.0-dev-10508 — sureshg/build-commons0 reactions
- Jun 1, 2026build(deps): bump kotlinx-dataframe from 1.0.0-Beta5 to 1.0.0-dev-10508 — sureshg/native-image-playground0 reactions · 2 comments
- May 25, 2026chore(deps): bump kotlinx-dataframe from 1.0.0-Beta5 to 1.0.0-dev-10485 — sureshg/build-commons0 reactions
- May 18, 2026chore(deps): bump kotlinx-dataframe from 1.0.0-Beta5 to 1.0.0-dev-10438 — sureshg/build-commons0 reactions
- Oct 29, 2025[K2] TranslatorError: from STATUS to IMPLICIT_TYPES_BODY_RESOLVE — Kotlin/dokka0 reactions · 3 comments
On Bluesky · 1
- May 19, 2025Kotlin DataFrame aims to reconcile Kotlin's static typing with the dynamic nature of data by utilizing both the full power of the Kotlin… — @ytroncal.bsky.social1 likes and repost
Where files are headingNew AGENTS.md files have more rules about keeping secrets out of the code, and fewer about code style.
Of the AGENTS.md files we read, the 31,542 first seen in the last six months, against the older ones: the kind of rule that gained most share, and the kind that lost most. About files like this in general, not this one, and an estimate, since a kind is a pattern in the words.
In this repository24 other files it gives its agents.
- AGENTS.mdAGENTS.md
- core/AGENTS.mdAGENTS.md
- dataframe-arrow/AGENTS.mdAGENTS.md
- dataframe-csv/AGENTS.mdAGENTS.md
- dataframe-excel/AGENTS.mdAGENTS.md
- dataframe-geo/AGENTS.mdAGENTS.md
- dataframe-jdbc/AGENTS.mdAGENTS.md
- dataframe-json/AGENTS.mdAGENTS.md
- examples/AGENTS.mdAGENTS.md
- plugins/AGENTS.mdAGENTS.md
- samples/AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- core/CLAUDE.mdCLAUDE.md
- dataframe-arrow/CLAUDE.mdCLAUDE.md
- dataframe-compiler-plugin-core/CLAUDE.mdCLAUDE.md
- dataframe-csv/CLAUDE.mdCLAUDE.md
- dataframe-excel/CLAUDE.mdCLAUDE.md
- dataframe-geo/CLAUDE.mdCLAUDE.md
- dataframe-jdbc/CLAUDE.mdCLAUDE.md
- dataframe-json/CLAUDE.mdCLAUDE.md
- examples/CLAUDE.mdCLAUDE.md
- plugins/CLAUDE.mdCLAUDE.md
- samples/CLAUDE.mdCLAUDE.md
- operation-website-documentationSkill
The file
We split this AGENTS.md into the rules it gives an agent
2 rules. About 0 are common, 0 are distinctive, and 2 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈0
Distinctive · estimate
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 35
Don't add feature code here — put library logic in :core.
- Very specific: line 36
If PluginApiUsages.kt starts failing, an exclude is likely stripping API the plugin depends on.
≈ “Common” is an estimate: at least 1 in 5 of the 40,246 AGENTS.md files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
AGENTS.md — dataframe-compiler-plugin-core
Guidance for this module. See the root AGENTS.md for repo-wide build/style/KoDEx rules; only module-specific
details are here.
What this module is (read this first)
dataframe-compiler-plugin-core (artifact dataframe-compiler-plugin-core) is NOT a Kotlin compiler plugin.
It contains no CompilerPluginRegistrar, no FIR/IR extensions, no @ExperimentalCompilerApi entry points.
It is a shaded subset of :core — the runtime API and interpreter logic that the real Kotlin DataFrame
compiler plugin bundles and calls into at compile time to evaluate DataFrame operations (compile-time interpreters
of operations). It is bundled together with the compiler plugin in Kotlin, and by extension in IntelliJ.
The actual compiler plugin lives in the Kotlin repository, not here:
github.com/JetBrains/kotlin/tree/master/plugins/kotlin-dataframe. (This repo's plugins/kotlin-dataframe is a
disabled legacy copy — see the root AGENTS.md.)
Structure
- No
mainsources of its own. The module is a repackaging (ShadowJar) of:core: shadow config that strips what the interpreters don't need (jupyter/**,io/**,documentation/**,impl/io/**,kotlin-reflect/kotlin-stdlib, kotlinpoet, serialization, …). The surviving packages are the:coreapi,impl/api,columns,schema,codeGen, andannotationscode. - The only source file is the test
src/test/kotlin/org/jetbrains/kotlinx/dataframe/PluginApiUsages.kt, which verifies that — even with those dependencies excluded — the required runtime API (convert,with,asColumn,map,dataFrameOf, …) still resolves and runs without exceptions. - Publishes under
publicationName = "shadowed".
Working here
- The guiding principle (from the module README): aim to include only necessary code. If you widen what the
compiler plugin needs from
:core, update the shadowexclude(...)list accordingly and keep the surface minimal. - Don't add feature code here — put library logic in
:core. This module only repackages:core. - If
PluginApiUsages.ktstarts failing, an exclude is likely stripping API the plugin depends on. - A behaviour change in
:corealso changes what the compiler plugin computes: its interpreters call the:coreoperations from this artifact instead of reimplementing them. The plugin pins the artifact version (dataframe-devin the Kotlin repository'sgradle/libs.versions.toml), so the change reaches the compile-time schema only after that version is bumped; until then the compile-time and runtime schemas can differ. State it in the PR when the change can be observed in a schema. - A new parameter on a
@Refine/@Interpretableoperation goes into a separate overload without these annotations. The interpreter in the Kotlin repository matches the argument names of the call against the ones it declares: an argument it does not declare, or an interpreter name it does not know, makes the plugin materialize an empty schema, so every accessor after that call stops compiling. The interpreter ships with the Kotlin compiler, so released Kotlin versions keep the old one. Add@Refineto the new overload only once the minimal Kotlin version supported with the compiler plugin interprets it.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

