NVTabular Versions Save

What’s Changed

:ant: Bug Fixes

• Fix list slicing of np.ndarrays on CPU @karlhigley (#1817)

:rocket: Features

• Add support for int8 values with Categorify inference @oliverholworthy (#1818)

:wrench: Maintenance

• atomize added tags in TagAsUserID and TagAsItemID @radekosmulski (#1815)
• Update requirements for Merlin packages to minimum version of 23.04 @karlhigley (#1804)
• Update conda package publish for muliple python versions @oliverholworthy (#1805)
• Remove use of deprecated numpy aliases of builtin types @oliverholworthy (#1813)
• Add workflows to check base branch and set stable branch @oliverholworthy (#1811)
• Update tag pattern in GitHub Workflows @oliverholworthy (#1812)
• Cleanup Unused Test Dependencies @oliverholworthy (#1810)

What’s Changed

🐜 Bug Fixes

• Update import of device functions to use merlin.core versions @oliverholworthy (#1786)
• Enable DatasetGen usage in CPU environment @oliverholworthy (#1776)

🚀 Features

• Enable CategorifyTransform inference operator to run on int16 types @oliverholworthy (#1798)
• use merlin compat for imports of gpu specific packages @jperez999 (#1791)
• Enable Workflow.transform to be run with a DataFrame type @oliverholworthy (#1777)

🔧 Maintenance

• add concurrency setting to stop tests when new commits get pushed to PRs @nv-alaiacano (#1801)
• use merlin compat for imports of gpu specific packages @jperez999 (#1791)
• Replace nvtabular.utils with merlin.core.compat @edknv (#1795)
• Disable package builds on pull requests @oliverholworthy (#1789)
• Use None as default value of cpu in test_torch_dataloader @oliverholworthy (#1788)
• Use None as default value of cpu in test_column_similarity @oliverholworthy (#1787)
• Split up conda and PyPI package build/release jobs @oliverholworthy (#1780)
• Fix docs tox environment @alexanderronquillo (#1775)
• update conftest for backwards compat and new api for to parquet call @jperez999 (#1784)
• Remove tests for sparse tensors in dataloader @oliverholworthy (#1783)
• Update default value of cpu to None in dataset fixture @oliverholworthy (#1779)
• Fix Dataloader Unittest - which broke by new DL structure @bschifferer (#1782)

What’s Changed

🐜 Bug Fixes

• Add support for serializing modules involved in LambdaOp execution by value @willb (#1741)

🚀 Features

• add transform for df @jperez999 (#1734)

🔧 Maintenance

• Clean up the way shapes are computed and specified @karlhigley (#1760)
• Update passenv in test-gpu to use valid configuration @oliverholworthy (#1762)
• Fix the inference code's deprecation warning @karlhigley (#1757)
• Specify Minimum Python Version as 3.8 in package @oliverholworthy (#1732)
• Update NVT to be compatible with shapes in ColumnSchemas @karlhigley (#1758)
• fix gpu visibilty issues on privileged container @jperez999 (#1759)
• Move nest_asyncio dependency to test deps @karlhigley (#1755)
• add gcp label to jenkinsfile @jperez999 (#1744)
• Replace nvtabular inference back-end with python @jperez999 (#1771)
• Update NVT operators and workflows to use Merlin dtypes @karlhigley (#1707)
• Add Formatter (Prettier) for YAML and Markdown files @oliverholworthy (#1733)
• add tf gpu allocator env var to tox @jperez999 (#1747)
• Add check for urls present in requires_dist @oliverholworthy (#1728)
• adding workflow to setup gha runner for GPU CI @jperez999 (#1739)
• Run the tests against the main branch of Merlin Core @karlhigley (#1756)

New Contributors

• @willb made their first contribution in https://github.com/NVIDIA-Merlin/NVTabular/pull/1741

Full Changelog: https://github.com/NVIDIA-Merlin/NVTabular/compare/v1.8.1...v23.02.00

What’s Changed

Patch release on top of v1.8.0

• Quicker installs with build binary distributions published to PyPI (using cibuildwheel) @karlhigley (#1754)

Full Changelog: https://github.com/NVIDIA-Merlin/NVTabular/compare/v1.8.0...v1.8.1

What’s Changed

🐜 Bug Fixes

• Fix output error occurring due to check if it is a dict or not @rnyak (#1742)
• Remove min value count from properties when using sparse_max @oliverholworthy (#1705)

📄 Documentation

• Address virtual developer review feedback @mikemckiernan (#1724)
• docs: Add semver to calver banner @mikemckiernan (#1699)

🔧 Maintenance

• remove test references that are no longer available @jperez999 (#1730)
• remove integration tests for notebooks no longer available @jperez999 (#1729)
• Use pre-commit for lint checks in GitHub Actions Workflow @oliverholworthy (#1723)
• Remove echo from command in tox.ini @oliverholworthy (#1725)
• Migrate the legacy examples to the Merlin repo @karlhigley (#1711)
• Handle data loader as an iterator @oliverholworthy (#1720)
• Release draft fix @jperez999 (#1712)
• Add Jenkinsfile @AyodeAwe (#1702)
• Update package requires_dist to remove extras that are not required @oliverholworthy (#1727)

Full Changelog: https://github.com/NVIDIA-Merlin/NVTabular/compare/v1.7.0...v1.8.0

What’s Changed

🐜 Bug Fixes

• fix tox to use correct branch in release tags @jperez999 (#1710)
• Update metrics keys in example notebook tests @karlhigley (#1703)
• Fix first/last groupby aggregation on list columns @rjzamora (#1693)

📄 Documentation

• docs: Add basic SEO configuration @mikemckiernan (#1697)

🔧 Maintenance

• Upload binary wheels for nvtabular @benfred (#1696)
• Use merlin-dataloader package @benfred (#1694)

What’s Changed

🐜 Bug Fixes

• Fix Categorify bug for combo encoding with null values @rjzamora (#1652)
• Fix joint Categorify with list columns @rjzamora (#1685)

📄 Documentation

• update NVTabular examples @radekosmulski (#1633)
• Remove examples Part 1 - Rossmann, RecSys2020, Outbrain @bschifferer (#1669)

🔧 Maintenance

• adding import or skip for tensorflow framework required by examples @jperez999 (#1691)

Full Changelog: https://github.com/NVIDIA-Merlin/NVTabular/compare/v1.5.0...v1.6.0

What’s Changed

🐜 Bug Fixes

• Use Merlin DAG executors from core in integration tests @jperez999 (#1677)
• Fix target encoding tagging issue @bbozkaya (#1672)

🔧 Maintenance

• Remove stray file left over from Torch/Horovod multi-GPU example @karlhigley (#1674)
• Use Merlin DAG executors from core in integration tests @jperez999 (#1677)
• Remove poetry config @benfred (#1673)
• chore: Add pybind11 as a tox requirement @mikemckiernan (#1675)
• Switch to using the DAG executors from Merlin Core @karlhigley (#1666)
• Use the latest version of Merlin Core from main in the tox test envs @karlhigley (#1671)
• Set up tox environments for testing, linting, and building docs @karlhigley (#1667)