Wandb

Fixed

- Correctly name the netrc file on Windows as `_netrc` (dmitryduev in https://github.com/wandb/wandb/pull/7844)
- With core enabled, nested `tqdm` bars show up correctly in the Logs tab (timoffex in https://github.com/wandb/wandb/pull/7825)
- Fix W&B Launch registry ECR regex separating tag on forward slash and period (KyleGoyette in https://github.com/wandb/wandb/pull/7837)

Added

- Add prior runs when creating a sweep from the CLI by TimH98 in https://github.com/wandb/wandb/pull/7803

Fixed

- Fix issues with `numpy>=2` support by dmitryduev in https://github.com/wandb/wandb/pull/7816
- Fix "UnicodeDecodeError: 'charmap'" when opening HTML files on Windows by specifying UTF-8 encoding by KilnOfTheSecondFlame in https://github.com/wandb/wandb/pull/7730
- Ensure `Artifact.delete()` on linked artifacts only removes link, not source artifact by tonyyli-wandb in https://github.com/wandb/wandb/pull/7742
- Sweep runs no longer appear to be resumed when they are not by TimH98 https://github.com/wandb/wandb/pull/7684

Changed

- Upgrade github.com/vektah/gqlparser/v2 from 2.5.11 to 2.5.16 by wandb-kc in https://github.com/wandb/wandb/pull/7828

Added

- Added `api.runs().histories()` to fetch history metrics for runs that meet specified conditions by thanos-wandb in https://github.com/wandb/wandb/pull/7690
- Display warning when Kubernetes pod fails to schedule by TimH98 in https://github.com/wandb/wandb/pull/7576
- Added `ArtifactCollection.save()` to allow persisting changes by amusipatla-wandb in https://github.com/wandb/wandb/pull/7555
- Added the ability to overwrite history of previous runs at an arbitrary step and continue logging from that step by dannygoldstein in https://github.com/wandb/wandb/pull/7711
- Added new Workspace API for programatically editing W&B Workspaces by andrewtruong in https://github.com/wandb/wandb/pull/7728
- Added `Artifact.unlink()` to allow programmatic unlinking of artifacts by tonyyli-wandb in https://github.com/wandb/wandb/pull/7735
- Added basic TensorBoard support when running with `wandb.require("core")` by timoffex in https://github.com/wandb/wandb/pull/7725
- The TensorBoard tab in W&B will work.
- Charts show up in W&B, possibly better than when running without core.
- Not all types of data are supported yet. Unsupported data is not shown in charts.

Fixed

- Fix `define_metric` behavior for multiple metrics in `shared` mode by dmitryduev in https://github.com/wandb/wandb/pull/7715
- Correctly pass in project name to internal api from run while calling run.use_artifact() by ibindlish in https://github.com/wandb/wandb/pull/7701
- Correctly upload console output log files when resuming runs enabled with `console_multipart` setting by kptkin in https://github.com/wandb/wandb/pull/7694 and dmitryduev in https://github.com/wandb/wandb/pull/7697
- Interpret non-octal strings with leading zeros as strings and not integers in sweep configs by KyleGoyette https://github.com/wandb/wandb/pull/7649
- Support Azure repo URI format in Launch KyleGoyette https://github.com/wandb/wandb/pull/7664
- Fix path parsing for artifacts with aliases containing forward slashes by amusipatla-wandb in https://github.com/wandb/wandb/pull/7676
- Add missing docstrings for any public methods in `Api` class by tonyyli-wandb in https://github.com/wandb/wandb/pull/7713
- Correctly add latest alias to jobs built by the job builder KyleGoyette https://github.com/wandb/wandb/pull/7727

Changed

- Option to change naming scheme for console output logs from `output.log` to `logs/YYYYMMDD_HHmmss.ms_output.log` by kptkin in https://github.com/wandb/wandb/pull/7694
- Require `unsafe=True` in `use_model` calls that could potentially load and deserialize unsafe pickle files by anandwandb https://github.com/wandb/wandb/pull/7663
- Update order in api.runs() to ascending to prevent duplicate responses by thanos-wandb https://github.com/wandb/wandb/pull/7675
- Eliminate signed URL timeout errors during artifact file uploads in core by moredatarequired in https://github.com/wandb/wandb/pull/7586

Deprecated

- Deprecated `ArtifactCollection.change_type()` in favor of `ArtifactCollection.save()` by amusipatla-wandb in https://github.com/wandb/wandb/pull/7555

Notable Changes

Renamed `wandb.plots` to `wandb.plot`, renamed all integrations from `wandb.<name>` to `wandb.integration.<name>`, and removed the `[async]` extra.

This version packages the `wandb-core` binary, formerly installed by the `wandb-core` Python package on PyPI. The `wandb-core` package is now unused and can be uninstalled.

Added

- The `wandb` package now includes the `wandb-core` binary by timoffex in https://github.com/wandb/wandb/pull/7381
- `wandb-core` is a new and improved backend for the W&B SDK that focuses on performance, versatility, and robustness.
- Currently, it is opt-in. To start using the new backend, add `wandb.require("core")` to your script after importing `wandb`.
- `wandb-core` now supports Artifact file caching by moredatarequired in https://github.com/wandb/wandb/pull/7364 and https://github.com/wandb/wandb/pull/7366
- Added artifact_exists() and artifact_collection_exists() methods to Api to check if an artifact or collection exists by amusipatla-wandb in https://github.com/wandb/wandb/pull/7483
- `wandb launch -u <git-uri | local-path> ` creates and launches a job from the given source code by bcsherma in https://github.com/wandb/wandb/pull/7485

Fixed

- Prevent crash on `run.summary` for finished runs by dmitryduev in https://github.com/wandb/wandb/pull/7440
- Correctly report file upload errors when using wandb-core by moredatarequired in https://github.com/wandb/wandb/pull/7196
- Implemented a stricter check for AMD GPU availability by dmitryduev in https://github.com/wandb/wandb/pull/7322
- Fixed `run.save()` on Windows by timoffex in https://github.com/wandb/wandb/pull/7412
- Show a warning instead of failing when using registries other than ECR and GAR with the Kaniko builder by TimH98 in https://github.com/wandb/wandb/pull/7461
- Fixed `wandb.init()` type signature including `None` by timoffex in https://github.com/wandb/wandb/pull/7563

Changed

- When using `wandb-core` need to specify a required flag (`wandb.require("core")`) to enable it, before it was picked up automatically by kptkin in https://github.com/wandb/wandb/pull/7228
- Use ETags instead of MD5 hashes for GCS reference artifacts by moredatarequired in https://github.com/wandb/wandb/pull/7337

Removed

- Removed the deprecated `wandb.plots.*` functions and top-level third-party integrations `wandb.[catboost,fastai,keras,lightgbm,sacred,xgboost]`. Please use `wandb.plot` instead of `wandb.plots` and `wandb.integration.[catboost,fastai,keras,lightgbm,sacred,xgboost]` instead of `wandb.[catboost,fastai,keras,lightgbm,sacred,xgboost]`. By dmitryduev in https://github.com/wandb/wandb/pull/7552
- Removed the `[async]` extra and the `_async_upload_concurrency_limit` setting by moredatarequired in https://github.com/wandb/wandb/pull/7416
- Removed undocumented settings: `_except_exit` and `problem` by timoffex in https://github.com/wandb/wandb/pull/7563

Added

- Added support for overriding kaniko builder settings in the agent config by TimH98 in https://github.com/wandb/wandb/pull/7191
- Added link to the project workspace of a run in the footer by kptkin in https://github.com/wandb/wandb/pull/7276
- Added support for overriding stopped run grace period in the agent config by TimH98 in https://github.com/wandb/wandb/pull/7281
- Added setting (`_disable_update_check`) to disable version checks during init by kptkin in https://github.com/wandb/wandb/pull/7287
- `WandbLogger.sync` in the OpenAI Fine-Tuning integration gets a new `log_datasets` boolean argument to turn off automatic logging of datasets to Artifacts by morganmcg1 in https://github.com/wandb/wandb/pull/7150
- Reduced default status print frequency of launch agent. Added verbosity controls to allow for increased status print frequency and printing debug information to stdout by TimH98 in https://github.com/wandb/wandb/pull/7126

Changed

- Limit policy option on artifact cli's put() to choices, ["mutable", "immutable"] by ibindish in https://github.com/wandb/wandb/pull/7172
- Updated artifact public api methods to handle nullable Project field on the ArtifactSequence/ArtifactCollection type, based on gorilla server changes by ibindlish in https://github.com/wandb/wandb/pull/7201

Fixed

- Fixed `run.save()` not working with files inside `run.dir`, introduced in previous release
- Fixed rare panic during large artifact uploads by moredatarequire in https://github.com/wandb/wandb/pull/7272
- Fixed wandb.login causing runs not to be associated with launch queue by KyleGoyette in https://github.com/wandb/wandb/pull/7280
- Fixed job artifact download failing silently and causing run crash when using W&B Launch by KyleGoyette https://github.com/wandb/wandb/pull/7285
- Fix handling of saving training files to Artifacts in the OpenAI Fine-Tuning integration by morganmcg1 in https://github.com/wandb/wandb/pull/7150

Added

- Added feature to move staging files to cache (instead of copying) for mutable artifact file uploads when caching is enabled by ibindlish in https://github.com/wandb/wandb/pull/7143
- Added support to skip caching files to the local filesystem while uploading files to artifacts by ibindlish in https://github.com/wandb/wandb/pull/7098
- Added support to skip staging artifact files during upload by selecting a storage policy by ibindlish in https://github.com/wandb/wandb/pull/7142
- Preliminary support for forking a run using `wandb.init(fork_from=...)` by dannygoldstein in https://github.com/wandb/wandb/pull/7078
- `run.save()` accepts `pathlib.Path` values; by timoffex in https://github.com/wandb/wandb/pull/7146

Changed

- When printing the run link point to the workspace explicitly by kptkin in https://github.com/wandb/wandb/pull/7132

Fixed

- In case of transient server issues when creating the wandb API key kubernetes secret, we'll retry up to 5 times by TimH98 in https://github.com/wandb/wandb/pull/7108

Removed

- When printing run's information in the terminal remove links to jobs by kptkin in https://github.com/wandb/wandb/pull/7132