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