feat: ship the 0.2 production gate

.github/workflows/ci.yml

@@ -11,7 +11,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: ["3.10", "3.11", "3.12"]
+        python-version: ["3.10", "3.11", "3.12", "3.13"]
 
     steps:
       - uses: actions/checkout@v4
@@ -23,7 +23,7 @@ jobs:
         run: uv python install ${{ matrix.python-version }}
 
       - name: Install dependencies
-        run: uv sync --dev
+        run: uv sync --group dev --all-extras
 
       - name: Run tests
         run: uv run pytest tests/ -v --tb=short
@@ -40,7 +40,7 @@ jobs:
         run: uv python install 3.12
 
       - name: Install dependencies
-        run: uv sync --dev
+        run: uv sync --group dev --all-extras
 
       - name: Run ruff check
         run: uv run ruff check .
@@ -65,6 +65,14 @@ jobs:
       - name: Check build artifacts
         run: uvx twine check dist/*
 
+      - name: Smoke test the core wheel
+        run: |
+          uv venv /tmp/tablint-smoke
+          uv pip install --python /tmp/tablint-smoke/bin/python dist/*.whl
+          status=0
+          /tmp/tablint-smoke/bin/tablint scan datasets/train.csv --target Survived --preset gate --fail-on critical --json || status=$?
+          test "$status" -eq 2
+
   web-check:
     runs-on: ubuntu-latest
     steps:

.github/workflows/release.yml

@@ -25,10 +25,14 @@ jobs:
       - name: Build package
         run: uv build
 
+      - name: Upload build artifacts
+        uses: actions/upload-artifact@v4
+        with:
+          name: dist
+          path: dist/*
+
       - name: Publish to PyPI
         uses: pypa/gh-action-pypi-publish@release/v1
-        # with:
-        #   repository-url: https://upload.pypi.org/legacy/ # Optional: defaults to PyPI
 
   github-release:
     runs-on: ubuntu-latest
@@ -37,6 +41,11 @@ jobs:
       contents: write
     steps:
       - uses: actions/checkout@v4
+      - name: Download build artifacts
+        uses: actions/download-artifact@v4
+        with:
+          name: dist
+          path: dist
       - name: Create GitHub Release
         uses: softprops/action-gh-release@v2
         with:

.gitignore

@@ -97,6 +97,9 @@ build/
 dist/
 
 hashprep-dev.json
+tablecheck-dev.json
+datalint-dev.json
+tablint-dev.json
 todo.md
 test.json
 

CHANGELOG.md

@@ -5,6 +5,31 @@ All notable changes to this project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [0.1.0b1] - 2026-10-23
+
+Project renamed from `hashprep` to `tablint`. This beta ships the training-gate behaviour previously developed as hashprep 0.2.0.
+
+### Changed
+- Distribution name, import package, and CLI are `tablint`.
+- `HashPrepConfig` is now `TablintConfig`.
+- Report filenames use the `_tablint_report` suffix.
+
+## [0.2.0] - 2026-10-20
+
+### Breaking
+- `critical` means a training blocker. Non-normality is always a warning. Drift is critical only when the shift is large, not merely when the p-value is small.
+- `DatasetAnalyzer` and `tablint scan` / `details` default to the `gate` preset. `tablint report` defaults to `profile`. Pass `preset="profile"` or `--preset profile` for the previous full catalogue.
+- Sampling is off unless `--sample-size` or `auto_sample=True` is set.
+- `scan --json` now uses `schema_version`, `critical_count`, `warning_count`, `total_issues`, `issues`, and `sampling_info`. `details --json` prints the same object.
+- F-statistic leakage thresholds are ignored. Leakage uses correlation, bias-corrected Cramér's V, or correlation ratio.
+- Plots, HTML, and PDF require `pip install "tablint[reports]"`. Parquet requires `pip install "tablint[parquet]"`.
+
+### Added
+- Column roles (`target`, `identifier`, `boolean`, `categorical`, `numeric`, `datetime`, `text`) shared by every check.
+- `--preset`, `--fail-on`, and Parquet input.
+- `statistic` and `effect_size` on each issue.
+- Generated code escapes column names. Sklearn steps with the same transformation are grouped. Outlier clipping is a real pre-pipeline function.
+
 ## [0.1.0] - 2026-05-22
 
 ### Added

CONTRIBUTING.md

@@ -1,6 +1,6 @@
-# Contributing to HashPrep
+# Contributing to Tablint
 
-First off – thank you for considering contributing to HashPrep 💜  
+First off – thank you for considering contributing to Tablint 💜  
 Your contributions help make this platform more useful for the ML community!
 
 ## How to Contribute
@@ -12,8 +12,8 @@ For new contributors, we suggest starting with Easy tasks.
 
 ### Fork and clone the repository
 ```bash
-git clone https://github.com/cachevector/hashprep.git
-cd hashprep
+git clone https://github.com/cachevector/tablint.git
+cd tablint
 ```
 
 ### Create a virtual environment
@@ -26,13 +26,13 @@ source .venv/bin/activate
 ### Install in development mode
 
 ```bash
-uv sync --extra dev 
+uv sync --group dev --all-extras 
 ```
 
 <!-- To keep your fork updated:
 
 ```bash
-git remote add upstream https://github.com/cachevector/hashprep.git
+git remote add upstream https://github.com/cachevector/tablint.git
 git fetch upstream
 git branch --set-upstream-to=upstream/main main 
 ```

LICENSE

@@ -1,6 +1,6 @@
 MIT License
 
-Copyright (c) 2025 HashPrep
+Copyright (c) 2025 Tablint
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal

MANIFEST.in

@@ -1,5 +1,5 @@
 include README.md LICENSE
-recursive-include hashprep *.py
+recursive-include tablint *.py
 
 prune datasets
 prune examples