robin-sparkless 0.11.5

PySpark-like DataFrame API in Rust on Polars; no JVM.
Documentation
# Robin Sparkless Documentation

This page is the **legacy doc index**. The full documentation is built with [MkDocs](https://www.mkdocs.org/) and published on [Read the Docs](https://robin-sparkless.readthedocs.io/). To build locally: `pip install -r docs/requirements.txt` then `mkdocs serve`.

| Document | Description |
|----------|-------------|
| [QUICKSTART]QUICKSTART.md | Build, install, basic usage, optional features (SQL, Delta), troubleshooting, benchmarks |
| [ROADMAP]ROADMAP.md | Development roadmap and Sparkless integration phases |
| [RELEASING]RELEASING.md | How to cut a release (version bump, tag, crates.io publish) |
| [CHANGELOG]../CHANGELOG.md | Version history and release notes |
| [PARITY_STATUS]PARITY_STATUS.md | PySpark parity coverage matrix (159 fixtures; 3 plan fixtures; Phases 12–25 + signature alignment + gap closure) |
| [PYSPARK_DIFFERENCES]PYSPARK_DIFFERENCES.md | Known divergences from PySpark (window, SQL, Delta, rand/randn semantics; DataFrame cube/rollup/write/saveAsTable and stubs; in-memory tables and catalog; Phase 8 + gap closure) |
| [ROBIN_SPARKLESS_MISSING]ROBIN_SPARKLESS_MISSING.md | What Sparkless has and robin-sparkless does not (or stub only); XML/XPath/sentences deferred |
| [PYTHON_API]PYTHON_API.md | Historical Python API contract for the now-removed in-tree PyO3 bridge; kept for reference only |
| [SIGNATURE_GAP_ANALYSIS]SIGNATURE_GAP_ANALYSIS.md | PySpark vs robin-sparkless signature gap analysis (params, types, defaults) and recommendations |
| [SIGNATURE_ALIGNMENT_TASKS]SIGNATURE_ALIGNMENT_TASKS.md | Checklist to align Python param names to PySpark (historical, for the previous Python bindings) |
| [CONVERTER_STATUS]CONVERTER_STATUS.md | Sparkless → robin-sparkless fixture converter |
| [SPARKLESS_PARITY_STATUS]SPARKLESS_PARITY_STATUS.md | Phase 5: pass/fail and failure reasons for converted fixtures |
| [FULL_BACKEND_ROADMAP]FULL_BACKEND_ROADMAP.md | Phased plan to full Sparkless backend replacement (Phases 12–25 + gap closure; ~295+ functions, 159 fixtures, plan interpreter; Phase 26 crate publish, Phase 27 Sparkless integration) |
| [GAP_ANALYSIS_SPARKLESS_3.28]GAP_ANALYSIS_SPARKLESS_3.28.md | Full gap analysis vs Sparkless 3.28.0 (installed API comparison) |
| [PARITY_CHECK_SPARKLESS_3.28]PARITY_CHECK_SPARKLESS_3.28.md | Double-check parity: implemented vs gap (Feb 2026) |
| [PHASE15_GAP_LIST]PHASE15_GAP_LIST.md | Function gap list (PYSPARK_FUNCTION_MATRIX vs robin-sparkless) |
| [SPARKLESS_INTEGRATION_ANALYSIS]SPARKLESS_INTEGRATION_ANALYSIS.md | Sparkless backend replacement strategy, architecture, test conversion |
| [SPARKLESS_REFACTOR_PLAN]SPARKLESS_REFACTOR_PLAN.md | Refactor plan for Sparkless (serializable logical plan) to prepare for robin backend |
| [READINESS_FOR_SPARKLESS_PLAN]READINESS_FOR_SPARKLESS_PLAN.md | What robin-sparkless can do in parallel (plan interpreter, fixtures, API) before merge |
| [LOGICAL_PLAN_FORMAT]LOGICAL_PLAN_FORMAT.md | Backend plan format (op list + payload shapes + expression tree) consumed by execute_plan; full expression support (all scalar functions in filter/select/withColumn) |
| [TEST_CREATION_GUIDE]TEST_CREATION_GUIDE.md | How to add parity tests and convert Sparkless fixtures |
| [IMPLEMENTATION_STATUS]IMPLEMENTATION_STATUS.md | Polars migration status, build & test status |