dataframe / dataframe-excel
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-excel (artifact dataframe-excel, "Excel support for Kotlin DataFrame"). Reads and writes .xls and .xlsx spreadsheets to/from DataFrame, built on Apache POI (poi exposed as api, poi-ooxml as implementation). Depends on core and, as api, on dataframe-json — JSON is used to write nested DataFrame/DataRow values into Excel cells. That JSON dependency can be excluded downstream if you only write flat frames. The whole…
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- 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.
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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
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- 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
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- Oct 30, 2026[KDF] Support columnOf(vararg DataFrame) FrameColumn creation — JetBrains/kotlin0 reactions · 18 comments
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- 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
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- Oct 12, 2026chore(deps): bump kotlinx-dataframe from 1.0.0-rc01 to 1.0.0-rc01n — sureshg/build-commons0 reactions
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- Oct 5, 2026chore(deps): bump kotlinx-dataframe from 1.0.0-rc01 to 1.0.0-rc01n — sureshg/build-commons0 reactions
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- 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
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- 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
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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-compiler-plugin-core/AGENTS.mdAGENTS.md
- dataframe-csv/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
1 rule. About 0 are common, 0 are distinctive, and 1 is 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.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 36
Run just this module: ./gradlew dataframe-excel:test (add -Pkotlin.dataframe.debug=true to match CI checks).
≈ “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-excel
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
dataframe-excel (artifact dataframe-excel, "Excel support for Kotlin DataFrame"). Reads and writes .xls and
.xlsx spreadsheets to/from DataFrame, built on Apache POI (poi exposed as api, poi-ooxml as
implementation).
Depends on core and, as api, on dataframe-json — JSON is used to write nested DataFrame/DataRow values into
Excel cells. That JSON dependency can be excluded downstream if you only write flat frames.
Public API surface (src/main/kotlin/.../io/xlsx.kt)
The whole public API is one file, xlsx.kt:
DataFrame.Companion.readExcel(...)— many overloads over the input source (Stringpath/URL,File,URL,InputStream, an already-open POIWorkbook, or a singleSheet). Common parameters:sheetName,skipRows,columns(Excel-style column range like"A:C"),stringColumns,rowsCount,nameRepairStrategy,firstRowIsHeader,formattingOptions,parseEmptyAsNull.FormattingOptions/StringColumns.toFormattingOptions(...)— force specific columns to be read as strings using a POIDataFormatter(useful for zip codes, IDs, etc. that shouldn't be parsed as numbers).DataFrame<T>.writeExcel(...)— writes toStringpath /File; parameters includecolumnsSelector,sheetName,writeHeader,workBookType(WorkBookType.XLS/WorkBookType.XLSX, default XLSX), andkeepFile(append a new sheet to an existing workbook instead of overwriting).
Legacy/deprecated: xlsx.kt also defines Excel, an implementation of the old SupportedDataFrameFormat SPI
registered in src/main/resources/META-INF/services/org.jetbrains.kotlinx.dataframe.io.SupportedFormat. That SPI is
deprecated (ERROR level, removed in 1.0) — don't build on it; readExcel/writeExcel are the real API.
Tests
- Tests under
src/test/kotlin/.../io/; spreadsheet fixtures insrc/test/resources/. - Run just this module:
./gradlew dataframe-excel:test(add-Pkotlin.dataframe.debug=trueto match CI checks).
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
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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.

