Wandb

Fixed

- Import `Literal` from `typing_extensions` in Python 3.7; broken in 0.18.4 (timoffex in https://github.com/wandb/wandb/pull/8656)

Added

- Track detailed metrics for Apple ARM systems including GPU, eCPU, and pCPU utilization, power consumption, and temperature, and memory/swap utilization (dmitryduev in https://github.com/wandb/wandb/pull/8550)
- Allow users to link Registry artifacts without inputting the organization entity name (estellazx in https://github.com/wandb/wandb/pull/8482)
- Added a warning message indicating that the `fps` argument will be ignored when creating a wandb.Video object from a file path string or a bytes object. (jacobromero in https://github.com/wandb/wandb/pull/8585)
- Update docstrings for `logged_artifacts` and `used_artifacts` methods in `Run` class (trane293 in https://github.com/wandb/wandb/pull/8624)
- The `_show_operation_stats` setting enables a preview of a better `run.finish()` UX (timoffex in https://github.com/wandb/wandb/pull/8644)

Fixed

- Log power on AMD MI300X series GPUs (dmitryduev in https://github.com/wandb/wandb/pull/8630)
- Fixed typing issue of `wandb.Api` (bdvllrs in https://github.com/wandb/wandb/pull/8548)
- Ensure artifact objects are fully updated on `Artifact.save()` (tonyyli-wandb in https://github.com/wandb/wandb/pull/8575)

Changed

- Updated minimum version of `sentry-sdk` to 2.0.0 to address deprecation warnings. (jacobromero in https://github.com/wandb/wandb/compare/WB-20890)

Added

- Add the ability to monitor the utilization metrics of Google's Cloud TPU devices (dmitryduev in https://github.com/wandb/wandb/pull/8504)

Fixed

- Capture Nvidia GPU stats on Windows (dmitryduev in https://github.com/wandb/wandb/pull/8524)
- Fixed a regression introduced in v0.18.2 that affected capturing the names of Nvidia GPU devices (dmitryduev in https://github.com/wandb/wandb/pull/8503)
- `run.log_artifact()` no longer blocks other data uploads until the artifact upload finishes (timoffex in https://github.com/wandb/wandb/pull/8466)
- Fixed media dependency for rdkit updated from `rdkit-pypi` to `rdkit` (jacobromero in https://github.com/wandb/wandb/compare/WB-20894)
- Saving an artifact with many large files no longer exhausts OS threads (timoffex in https://github.com/wandb/wandb/pull/8518)

Changed

- After `artifact = run.log_artifact()`, you must use `artifact.wait()` before operations that rely on the artifact having been uploaded. Previously, this wasn't necessary in some cases because `run.log_artifact()` blocked other operations on the run (timoffex in https://github.com/wandb/wandb/pull/8466)

Added

- Add `upsert_run_queue` method to `wandb.Api`. (bcsherma in https://github.com/wandb/wandb/pull/8348)
- Add `tags` parameter to `wandb.Api.artifacts()` to filter artifacts by tag. (moredatarequired in https://github.com/wandb/wandb/pull/8441)

Fixed

- Update the signature and docstring of `wandb.api.public.runs.Run.log_artifact()` to support artifact tags like `Run` instances returned by `wandb.init()`. (tonyyli-wandb in https://github.com/wandb/wandb/pull/8414)
- Add docstring for `wandb.watch` to support auto-complete (kptkin in https://github.com/wandb/wandb/pull/8425)
- Fix glob matching in define metric to work with logged keys containing `/` (KyleGoyette in https://github.com/wandb/wandb/pull/8434)
- Allow `a\.b` syntax in run.define_metric to refer to a dotted metric name (jacobromero in https://github.com/wandb/wandb/pull/8445)
- NOTE: Not fixed if using `wandb.require("legacy-service")`
- Fix Unknown image format error when uploading a gif through tensorboard. (jacobromero in https://github.com/wandb/wandb/pull/8476)
- Fix `OSError` from calling `Artifact.add_file` with file paths on mounted filesystems (tonyyli-wandb in https://github.com/wandb/wandb/pull/8473)
- Restored compatibility for macOS versions <= 10.15 for wandb-core. (dmitryduev in https://github.com/wandb/wandb/pull/8487)

Fixed

- Allow all users to read cache files when core is enabled (moredatarequired in https://github.com/wandb/wandb/pull/8362)
- Infinite scalars logged in TensorBoard are uploaded successfully rather than skipped (timoffex in https://github.com/wandb/wandb/pull/8380)
- Properly respect `WANDB_ERROR_REPORTING=false`. This fixes a regression introduced in 0.18.0 (kptkin in https://github.com/wandb/wandb/pull/8379)

Changed

- Remove sentry logging for sendLinkArtifact (ibindlish in https://github.com/wandb/wandb/pull/8422)
- Default to capturing requirements.txt in Run.log_code (KyleGoyette in https://github.com/wandb/wandb/pull/7864)

Notable Changes

This version switches `wandb` to a new backend by enabling `wandb.require("core")` by default. This should not be a breaking change, but the new backend may have unexpected differences in behavior for legacy functionality and rare edge cases.

Added

- Add support for artifact tags, via `Artifact.tags` and `Run.log_artifact()` (tonyyli-wandb in https://github.com/wandb/wandb/pull/8085)

Fixed

- Detect the notebook name in VS Code's built-in jupyter server (dmitryduev in https://github.com/wandb/wandb/pull/8311)

Changed

- The new "core" backend, previously activated using wandb.require("core"), is now used by default. To revert to the legacy behavior, add `wandb.require("legacy-service")` at the beginning of your script. Note: In a future minor release, the option to disable this new behavior will be removed (kptkin in https://github.com/wandb/wandb/pull/7777)