3.0.1

What's Changed

• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #716
• log_artifact: Use name validation from GTO. by @daavoo in #715

Full Changelog: 3.0.0...3.0.1

3.0.0

Breaking Changes

dvcyaml now accepts a path and defaults to the dvc.yaml at the root of your DVC Repository.

DVCLive was previously writing to dvclive/dvc.yaml. It will now default writing to the dvc.yaml at the root of your DVC Repository.
You can now pass a custom path to the dvcyaml argument.

For example, to preserve the behavior of the previous version:

with Live(dvcyaml="dvclive/dvc.yaml") as live:
    pass

save_dvc_exp now defaults to True.

Setting save_dvc_exp=True was already recommended in all our example snippets but we will now try to create a DVC Experiment always by default.

If you are using a DVC Pipeline and running with dvc exp run, this change won't have an effect on your project.

report now defaults to None.

You can still manually set the report to one of the supported formats

We recommend using the DVC VSCode Extension and/or DVC Studio to see live updates to the plots created by DVCLive.

Removed model_file from the framework integrations.

In order to log model checkpoints, you can use the log_model argument for HuggingFace and PyTorch Lightning.
Don't hesitate to open a new issue requesting support for other frameworks.

Full changelog

• refactor: Create separate vscode module. by @daavoo in #692
• warn on log_artifact when no repo by @dberenbaum in #693
• pyproject: add custom pytest markers definition by @mattseddon in #694
• pytest: fix mocker as context manager and setenv test warnings by @mattseddon in #695
• updates test for dvc-studio-client changes by @dberenbaum in #689
• tests: Update studio tests with latest release. by @daavoo in #698
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #700
• Update example by @SoyGema in #697
• minor style edits to hf example notebook by @dberenbaum in #701
• Migrate from PyPI tokens to Trusted Publishers by @0x2b3bfa0 in #707
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #708
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #711
• live: warn when DVC_ROOT is set but DVC_EXP_BASELINE_REV is not by @pmrowla in #702
• 3.0 updates by @daavoo in #684
• track dvcyaml file by @dberenbaum in #710
• test for tracking dvcyaml by @dberenbaum in #713

New Contributors

• @SoyGema made their first contribution in #697
• @0x2b3bfa0 made their first contribution in #707

Full Changelog: 2.16.0...3.0.0

2.16.0

What's Changed

• Add experiment name to DVCLive only signal file by @mattseddon in #674
• Add step completed signal file for VS Code by @mattseddon in #688
• tests: Fix test_huggingface_log_model by @daavoo in #691

Full Changelog: 2.15.2...2.16.0

2.15.2

What's Changed

• lightning: support list params by @dberenbaum in #681

Full Changelog: 2.15.1...2.15.2

2.15.1

What's Changed

• dvc: Extract find_overlapping_stage. by @daavoo in #668
• dvc: Drop checkpoint. by @daavoo in #667
• update example notebooks by @dberenbaum in #671
• log_artifact: update warning inside exp by @dberenbaum in #669
• live.logger: Honor DVCLIVE_LOGLEVEL env var by @daavoo in #678
• utils: Add catch_and_warn. by @daavoo in #673
• live.log_metric: Cast nan and inf to string. by @daavoo in #677

Full Changelog: 2.15.0...2.15.1

2.15.0

What's Changed

• lightning: copy best model by @dberenbaum in #659
• fix broken pytorch-lightning import by @dberenbaum in #664
• HuggingFace improvements by @daavoo in #649
• cache: cache in dvc exp if not stage output by @dberenbaum in #660

Full Changelog: 2.14.0...2.15.0

2.14.0

What's Changed

• Add DVCLive-YOLO notebook. by @daavoo in #650
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #656
• dvcyaml: warn if tracked as stage output by @dberenbaum in #654
• Add DVCLive-scikit-learn notebook by @daavoo in #655
• log_image: Support matplotlib.figure.Figure as input. by @daavoo in #658

Full Changelog: 2.13.1...2.14.0

2.13.1

What's Changed

• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #637
• clean up warnings and move some to info by @dberenbaum in #631
• Fix broken link in PULL_REQUEST_TEMPLATE.md by @swarajpande4 in #643
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #647
• ignore version file by @dberenbaum in #645
• wrap cache warnings to suppress errors by @dberenbaum in #644
• make_dvcyaml: skip metrics plots when plot=False by @dberenbaum in #652

New Contributors

• @swarajpande4 made their first contribution in #643

Full Changelog: 2.13.0...2.13.1

2.13.0

What's Changed

• fix(tests): Update imports in keras by @daavoo in #621
• log_artifact: add cache option, only write to dvc.yaml if metadata ex… by @dberenbaum in #620
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #623
• add back old pytorch_lightning imports by @dberenbaum in #627
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #628
• change save_dvc_exp warning to info by @dberenbaum in #632
• Exp save warning by @dberenbaum in #633
• drop version file by @dberenbaum in #634
• README: A more engaging code snippet example by @omesser in #635
• Lightning model by @dberenbaum in #640

New Contributors

• @omesser made their first contribution in #635

Full Changelog: 2.12.1...2.13.0

2.12.1

What's Changed

• Update DVCLive-Quickstart.ipynb by @daavoo in #610
• cleanup dvcyaml by @dberenbaum in #615
• add cache_images to lightning by @dberenbaum in #614
• Cast path to string by @CptCaptain in #619

New Contributors

• @CptCaptain made their first contribution in #619

Full Changelog: 2.12.0...2.12.1