Wandb

Added

- The `reinit` setting can be set to `"default"` (timoffex in https://github.com/wandb/wandb/pull/9569)
- Added support for building artifact file download urls using the new url scheme, with artifact collection membership context (ibindlish in https://github.com/wandb/wandb/pull/9560)

Changed

- Boolean values for the `reinit` setting are deprecated; use "return_previous" and "finish_previous" instead (timoffex in https://github.com/wandb/wandb/pull/9557)
- The "wandb" logger is configured with `propagate=False` at import time, whereas it previously happened when starting a run. This may change the messages observed by the root logger in some workflows (timoffex in https://github.com/wandb/wandb/pull/9540)
- Metaflow now requires `plum-dispatch` package. (jacobromero in https://github.com/wandb/wandb/pull/9599)
- Relaxed the `pydantic` version requirement to support both v1 and v2 (dmitryduev in https://github.com/wandb/wandb/pull/9605)
- Existing `pydantic` types have been adapted to be compatible with Pydantic v1 (tonyyli-wandb in https://github.com/wandb/wandb/pull/9623)
- `wandb.init(dir=...)` now creates any nonexistent directories in `dir` if it has a parent directory that is writeable (ringohoffman in https://github.com/wandb/wandb/pull/9545)
- The server now supports fetching artifact files by providing additional collection information; updated the artifacts api to use the new endpoints instead (ibindlish in https://github.com/wandb/wandb/pull/9551)
- Paginated methods (and underlying paginators) that accept a `per_page` argument now only accept `int` values. Default `per_page` values are set directly in method signatures, and explicitly passing `None` is no longer supported (tonyyli-wandb in https://github.com/wandb/wandb/pull/9201)

Fixed

- Calling `wandb.init()` in a notebook finishes previous runs as previously documented (timoffex in https://github.com/wandb/wandb/pull/9569)
- Bug introduced in 0.19.0
- Fixed an error being thrown when logging `jpg`/`jpeg` images containing transparency data (jacobromero in https://github.com/wandb/wandb/pull/9527)
- `wandb.init(resume_from=...)` now works without explicitly specifying the run's `id` (kptkin in https://github.com/wandb/wandb/pull/9572)
- Deleting files with the Public API works again (jacobromero in https://github.com/wandb/wandb/pull/9604)
- Bug introduced in 0.19.1
- Fixed media files not displaying in the UI when logging to a run with a custom storage bucket (jacobromero in https://github.com/wandb/wandb/pull/9661)

Fixed

- Media file paths containing special characters (?, *, ], [ or \\) no longer cause file uploads to fail in `wandb-core` (jacobromero in https://github.com/wandb/wandb/pull/9475)

Changed

- The system monitor now samples metrics every 15 seconds by default, up from 10 seconds (kptkin in https://github.com/wandb/wandb/pull/9554)

Added

- Registry search api (estellazx in https://github.com/wandb/wandb/pull/9472)

Changed

- changed moviepy constraint to >=1.0.0 (jacobromero in https://github.com/wandb/wandb/pull/9419)
- `wandb.init()` displays more detailed information, in particular when it is stuck retrying HTTP errors (timoffex in https://github.com/wandb/wandb/pull/9431)

Removed

- Removed the private `x_show_operation_stats` setting (timoffex in https://github.com/wandb/wandb/pull/9427)

Fixed

- Fixed incorrect logging of an "wandb.Video requires moviepy \[...\]" exception when using moviepy v2. (Daraan in https://github.com/wandb/wandb/pull/9375)
- `wandb.setup()` correctly starts up the internal service process; this semantic was unintentionally broken in 0.19.2 (timoffex in https://github.com/wandb/wandb/pull/9436)
- Fixed `TypeError: Object of type ... is not JSON serializable` when using numpy number types as values. (jacobromero in https://github.com/wandb/wandb/pull/9487)

Added

- Prometheus API support for Nvidia DCGM GPU metrics collection (dmitryduev in https://github.com/wandb/wandb/pull/9369)

Changed

- Changed Nvidia GPU ECC counters from aggregated to volatile (gritukan in https://github.com/wandb/wandb/pull/9347)

Fixed

- Fixed a performance issue causing slow instantiation of `wandb.Artifact`, which in turn slowed down fetching artifacts in various API methods. (tonyyli-wandb in https://github.com/wandb/wandb/pull/9355)
- Some errors from `wandb.Api` have better string representations (timoffex in https://github.com/wandb/wandb/pull/9361)
- Artifact.add_reference, when used with file URIs for a directory and the name parameter, was incorrectly adding the value of `name` to the path of the file references (ssisk in https://github.com/wandb/wandb/pull/9378)
- Fixed a bug causing `Artifact.add_reference()` with `checksum=False` to log new versions of local reference artifacts without changes to the reference URI. (tonyyli-wandb in https://github.com/wandb/wandb/pull/9326)

Added

- Added `wandb login --base-url {host_url}` to login as an alias of `wandb login --host {host_url}`. (jacobromero in https://github.com/wandb/wandb/pull/9323)

Changed
- Temporarily disabled collecting per-core CPU utilization stats (dmitryduev in https://github.com/wandb/wandb/pull/9350)

Fixed

- Fixed a bug causing `offline` mode to make network requests when logging media artifacts. If you are using an older version of W&B Server that does not support offline artifact uploads, use the setting `allow_offline_artifacts=False` to revert to older compatible behavior. (domphan-wandb in https://github.com/wandb/wandb/pull/9267)
- Expand sanitization rules for logged table artifact name to allow for hyphens and dots. This update brings the rules up-to-date with the current rules for artifact names. (Allowing letters, numbers, underscores, hyphens, and dots) (nicholaspun-wandb in https://github.com/wandb/wandb/pull/9271)
- Correctly handle run rewind settings `fork_from` and `resume_from`. (dmitryduev in https://github.com/wandb/wandb/pull/9331)

Fixed

- Fix incorrectly reported device counts and duty cycle measurements for TPUs with single devices per chip / multiple devices on the host and make TPU metrics sampling more robust (dmitryduev in https://github.com/wandb/wandb/pull/9266)
- Handle non-consecutive TPU device IDs in system monitor (dmitryduev in https://github.com/wandb/wandb/pull/9276)