CHANGELOG.md

# Changelog

All notable changes to this project will be documented in this file.

This project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).

Starting with the 0.16.4 release on March 5, 2024, the format is based on
[Keep a Changelog](https://keepachangelog.com/en/1.1.0/).

Unreleased changes are in [CHANGELOG.unreleased.md](CHANGELOG.unreleased.md).

<!-- tools/changelog.py: insert here -->

## [0.19.8] - 2025-03-04

### 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)

## [0.19.7] - 2025-02-21

### 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)

## [0.19.6] - 2025-02-05

### 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)

## [0.19.5] - 2025-01-29

### 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)

## [0.19.4] - 2025-01-16

### 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)

## [0.19.3] - 2025-01-13

### Fixed

- Fix `wandb.Settings` update regression in `wandb.integration.metaflow` (@kptkin in https://github.com/wandb/wandb/pull/9211)

## [0.19.2] - 2025-01-07

### Added

- Support JWT authentication in wandb-core (@elainaRenee in https://github.com/wandb/wandb/pull/8431)
- Add support for logging nested custom charts. (@jacobromero in https://github.com/wandb/wandb/pull/8789)

### Changed

- Calling `wandb.init(mode="disabled")` no longer disables all later runs by default. Use `wandb.setup(settings=wandb.Settings(mode="disabled"))` for this instead, or set `mode="disabled"` explicitly in each call to `wandb.init()`. (@timoffex in https://github.com/wandb/wandb/pull/9172)

### Fixed

- The stop button correctly interrupts runs whose main Python thread is running C code, sleeping, etc. (@timoffex in https://github.com/wandb/wandb/pull/9094)
- Remove unintentional print that occurs when inspecting `wandb.Api().runs()` (@tomtseng in https://github.com/wandb/wandb/pull/9101)
- Fix uploading large artifacts when using Azure Blob Storage. (@amulya-musipatla in https://github.com/wandb/wandb/pull/8946)
- The `wandb offline` command no longer adds an unsupported setting to `wandb.Settings`, resolving `ValidationError`. (@kptkin in https://github.com/wandb/wandb/pull/9135)
- Fix error when reinitializing a run, caused by accessing a removed attribute. (@MathisTLD in https://github.com/wandb/wandb/pull/8912)
- Fixed occasional deadlock when using `multiprocessing` to update a single run from multiple processes (@timoffex in https://github.com/wandb/wandb/pull/9126)
- Prevent errors from bugs in older versions of `botocore < 1.5.76` (@amusipatla-wandb, @tonyyli-wandb in https://github.com/wandb/wandb/pull/9015)
- Fixed various checks against invalid `anonymous` settings value. (@jacobromero in https://github.com/wandb/wandb/pull/9193)

### Removed

- The `wandb.wandb_sdk.wandb_setup._setup()` function's `reset` parameter has been removed. Note that this is a private function, even though there appear to be usages outside of the repo. Please `wandb.teardown()` instead of `_setup(reset=True)`. (@timoffex in https://github.com/wandb/wandb/pull/9165)
- In the private `wandb.wandb_sdk.wandb_setup` module, the `logger` and `_set_logger` symbols have been removed (@timoffex in https://github.com/wandb/wandb/pull/9195)

### Security

- Bump `github.com/go-git/go-git` version to 5.13.0 to address CVE-2025-21613. (@kptkin in https://github.com/wandb/wandb/pull/9192)
- Bump `golang.org/x/net` version to 0.33.0 to address CVE-2024-45338. (@kptkin in https://github.com/wandb/wandb/pull/9115)


## [0.19.1] - 2024-12-13

### Fixed

- Fixed bug where setting WANDB__SERVICE_WAIT led to an exception during wandb.init (@TimSchneider42 in https://github.com/wandb/wandb/pull/9050)

### Changed

- `run.finish()` displays more detailed information in the terminal and in Jupyter notebooks (by @timoffex, enabled in https://github.com/wandb/wandb/pull/9070)
- Improved error message for failing tensorboard.patch() calls to show the option to call tensorboard.unpatch() first (@daniel-bogdoll in https://github.com/wandb/wandb/pull/8938)
- Add projectId to deleteFiles mutation if the server supports it. (@jacobromero in https://github.com/wandb/wandb/pull/8837)

### Security

- Bump `golang.org/x/crypto` version to 0.31.0 to address CVE-2024-45337. (@kptkin in https://github.com/wandb/wandb/pull/9069)

## [0.19.0] - 2024-12-05

### Notable Changes

This version drops Python 3.7 and removes the `wandb.Run.plot_table` method.
This version adds pydantic>=2.6,<3 as a dependency.

### Changed

- Set default behavior to not create a W&B Job (@KyleGoyette in https://github.com/wandb/wandb/pull/8907)
- Add pydantic>=2.6,<3 as a dependency (@dmitryduev in https://github.com/wandb/wandb/pull/8649 & estellazx
 in https://github.com/wandb/wandb/pull/8905)

### Removed

- Remove `wandb.Run.plot_table` method. The functionality is still available and should be accessed using `wandb.plot_table`, which is now the recommended way to use this feature. (@kptkin in https://github.com/wandb/wandb/pull/8686)
- Drop support for Python 3.7. (@kptkin in https://github.com/wandb/wandb/pull/8858)

### Fixed

- Fix `ultralytics` reporting if there are no positive examples in a validation batch. (@Jamil in https://github.com/wandb/wandb/pull/8870)
- Debug printing for hyperband stopping algorithm printed one char per line (@temporaer in https://github.com/wandb/wandb/pull/8955)
- Include the missing `log_params` argument when calling lightgbm's `wandb_callback` function. (@i-aki-y https://github.com/wandb/wandb/pull/8943)

## [0.18.7] - 2024-11-13

### Added

- Added `create_and_run_agent` to `__all__` in `wandb/sdk/launch/__init__.py` to expose it as a public API (@marijncv in https://github.com/wandb/wandb/pull/8621)

### Changed

- Tables logged in offline mode now have updated keys to artifact paths when syncing. To revert to old behavior, use setting `allow_offline_artifacts = False`. (@domphan-wandb in https://github.com/wandb/wandb/pull/8792)

### Deprecated

- The `quiet` argument to `wandb.run.finish()` is deprecated, use `wandb.Settings(quiet=...)` to set this instead. (@kptkin in https://github.com/wandb/wandb/pull/8794)

### Fixed

- Fix `api.artifact()` to correctly pass the `enable_tracking` argument to the `Artifact._from_name()` method (@ibindlish in https://github.com/wandb/wandb/pull/8803)

## [0.18.6] - 2024-11-06

### Added

- Add a boolean `overwrite` param to `Artifact.add()`/`Artifact.add_file()` to allow overwrite of previously-added artifact files (@tonyyli-wandb in https://github.com/wandb/wandb/pull/8553)

### Fixed

- Add missing type hints of the `wandb.plot` module in the package stub (@kptkin in https://github.com/wandb/wandb/pull/8667)
- Fix limiting azure reference artifact uploads to `max_objects` (@amusipatla-wandb in https://github.com/wandb/wandb/pull/8703)
- Fix downloading azure reference artifacts with `skip_cache=True` (@amusipatla-wandb in https://github.com/wandb/wandb/pull/8706)
- Fix multipart uploads for files with no content type defined in headers (@amusipatla-wandb in https://github.com/wandb/wandb/pull/8716)
- Fixed tensorboard failing to sync when logging batches of images. (@jacobromero in https://github.com/wandb/wandb/pull/8641)
- Fixed behavior of `mode='x'`/`mode='w'` in `Artifact.new_file()` to conform to Python's built-in file modes (@tonyyli-wandb in https://github.com/wandb/wandb/pull/8553)
- Do not ignore parameter `distribution` when configuring sweep parameters from SDK. (@temporaer in https://github.com/wandb/wandb/pull/8737)

### Changed

- Added internal method, `api._artifact()`, to fetch artifacts so that usage events are not created if not called by an external user. (@ibindlish in https://github.com/wandb/wandb/pull/8674)
- Changed default `mode` in `Artifact.new_file()` from `'w'` to `'x'` to accurately reflect existing default behavior (@tonyyli-wandb in https://github.com/wandb/wandb/pull/8553)

## [0.18.5] - 2024-10-17

### Fixed

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

## [0.18.4] - 2024-10-17

### 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)

## [0.18.3] - 2024-10-01

### 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)

## [0.18.2] - 2024-09-27

### 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)

## [0.18.1] - 2024-09-16

### 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)

## [0.18.0] - 2024-09-11

### 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)

## [0.17.9] - 2024-09-05

### Changed

- Changed the default system metrics sampling interval to 10 seconds without averaging, while allowing custom intervals via `wandb.init(settings=wandb.Settings(_stats_sampling_interval=...))` (@dmitryduev in https://github.com/wandb/wandb/pull/8208)

### Deprecated

- `define_metric(summary='best', goal=...)` is deprecated and soon will be removed, use `define_metric(summary='min')` or `define_metric(summary='min')` instead (@kptkin in https://github.com/wandb/wandb/pull/8219)

## [0.17.8] - 2024-08-28

### Added

- Capture SM (Streaming Multiprocessor), memory, and graphics clock speed (MHz), (un)corrected error counts, fan speed (%), and encoder utilization for Nvidia GPU devices when using core (@dmitryduev in https://github.com/wandb/wandb/pull/8144)
- Allow iterating over `wandb.Config` like a dictionary (@fsherry in https://github.com/wandb/wandb/pull/8129)
- PR curves, images and histograms are supported when using TensorBoard with core enabled (@timoffex in https://github.com/wandb/wandb/pull/8181, https://github.com/wandb/wandb/pull/8188, https://github.com/wandb/wandb/pull/8189)
- Added `wandb.require("legacy-service")` as the opt-out analog of `wandb.require("core")` (@timoffex in https://github.com/wandb/wandb/pull/8201)

### Fixed

- Avoid leaving behind wandb-core process if user hits Ctrl+C twice (@timoffex in https://github.com/wandb/wandb/pull/8153)
- Fix deprecation warnings arising from NumPy >= 2.1 by removing `newshape` argument from `numpy.reshape` by @phinate in https://github.com/wandb/wandb/pull/8167
- Skip uploading/downloading GCS reference artifact manifest entries corresponding to folders (@amusipatla-wandb in https://github.com/wandb/wandb/pull/8084)

### Deprecated

- Ability to disable the service process (`WANDB__DISABLE_SERVICE`) is deprecated and will be removed in the next minor release (@kptkin in https://github.com/wandb/wandb/pull/8193)

## [0.17.7] - 2024-08-15

### Fixed

- Ensure Nvidia GPU metrics are captured if `libnvidia-ml.so` is unavailable when using core (@dmitryduev in https://github.com/wandb/wandb/pull/8138)
- Allow `define_metric("x", step_metric="x")` when using core (@timoffex in https://github.com/wandb/wandb/pull/8107)
- Correctly upload empty files when using core (@timoffex in https://github.com/wandb/wandb/pull/8109)
- Fix occasional "send on closed channel" panic when finishing a run using core (@timoffex in https://github.com/wandb/wandb/pull/8140)

## [0.17.6] - 2024-08-08

### Added

- Specify job input schemas when calling manage_config_file or manage_wandb_config to create a nicer UI when launching the job (@TimH98 in https://github.com/wandb/wandb/pull/7907, https://github.com/wandb/wandb/pull/7924, https://github.com/wandb/wandb/pull/7971)
- Use the filesystem rather than protobuf messages to transport manifests with more than 100k entries to the core process (@moredatarequired in https://github.com/wandb/wandb/pull/7992)
- Adds the `box3d` constructor for `Box3D` (@timoffex in https://github.com/wandb/wandb/pull/8086)

### Changed

- `run.define_metric()` raises an error when given extraneous arguments (@timoffex in https://github.com/wandb/wandb/pull/8040)
- In disabled mode, use the `wandb.sdk.wandb_run.Run` class instead of `wandb.sdk.wandb_run.RunDisabled`, which has been removed (@dmitryduev in https://github.com/wandb/wandb/pull/8037)
- When `WANDB_MODE = offline` calling `artifact.download()` now throws an error instead of stalling (@trane293 in https://github.com/wandb/wandb/pull/8009)

### Fixed

- Correctly handle directory stubs when logging external artifact in azure storage account with Hierarchical Namespace enabled (@marijncv in https://github.com/wandb/wandb/pull/7876)
- Docstring in `api.runs()` regarding default sort order, missed in https://github.com/wandb/wandb/pull/7675 (@fellhorn in https://github.com/wandb/wandb/pull/8063)

## [0.17.5] - 2024-07-19

### Added

- When using wandb-core, support multipart uploads to S3 (@moredatarequired in https://github.com/wandb/wandb/pull/7659)

### Changed

- `run.finish()` may raise an exception in cases where previously it would `os._exit()` (@timoffex in https://github.com/wandb/wandb/pull/7921)
- `run.link_artifact()` can now surface server errors. (@ibindlish in https://github.com/wandb/wandb/pull/6941)

### Fixed

- Handle `path_prefix`es that don't correspond to directory names when downloading artifacts (@moredatarequired in https://github.com/wandb/wandb/pull/7721)
- Fix creating or updating an artifact with the `incremental=True` flag (@amusipatla-wandb in https://github.com/wandb/wandb/pull/7939)
- Use filled resource_arg macros when submitting W&B Launch jobs to AmazonSageMaker (@KyleGoyette in https://github.com/wandb/wandb/pull/7993)

## [0.17.4] - 2024-07-03

### Added

- Support queue template variables in launch sweep scheduler jobs (@KyleGoyette in https://github.com/wandb/wandb/pull/7787)

### Fixed

- Use `sys.exit()` instead of `os._exit()` if an internal subprocess exits with a non-zero code (@timoffex in https://github.com/wandb/wandb/pull/7866)
- Fix an occasional race condition when using `core` that could affect run logs (@timoffex in https://github.com/wandb/wandb/pull/7889)
- Fix OSError on `Artifact.download(skip_cache=True)` when encountering different filesystems (@tonyyli-wandb in https://github.com/wandb/wandb/pull/7835)

## [0.17.3] - 2024-06-24

### 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)

## [0.17.2] - 2024-06-17

### 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

## [0.17.1] - 2024-06-07

### 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

## [0.17.0] - 2024-05-07

### 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

## [0.16.6] - 2024-04-03

### 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

## [0.16.5] - 2024-03-25

### 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

## [0.16.4] - 2024-03-05

### Added

- Added ability to change artifact collection types by @biaslucas in https://github.com/wandb/wandb/pull/6971
- Add support for installing deps from pyproject.toml by @bcsherma in https://github.com/wandb/wandb/pull/6964
- Support kaniko build with user-provided pvc and docker config by @bcsherma in https://github.com/wandb/wandb/pull/7059
- Added ability to import runs between W&B instances by @andrewtruong in https://github.com/wandb/wandb/pull/6897

### Changed

- wandb-core rate-limits requests to the backend and respects RateLimit-\* headers
  by @timoffex in https://github.com/wandb/wandb/pull/7065

### Fixed

- Fix passing of template variables in the sweeps-on-launch scheduler by @dannygoldstein in https://github.com/wandb/wandb/pull/6959
- Link job artifact to a run to be specified as input by @kptkin in https://github.com/wandb/wandb/pull/6940
- Fix sagemaker entrypoint to use given entrypoint by @KyleGoyette in https://github.com/wandb/wandb/pull/6969
- Parse upload headers correctly by @kptkin in https://github.com/wandb/wandb/pull/6983
- Properly propagate server errors by @kptkin in https://github.com/wandb/wandb/pull/6944
- Make file upload faster by using parallelism by @kptkin in https://github.com/wandb/wandb/pull/6975
- Don't send git data if it's not populated by @kptkin in https://github.com/wandb/wandb/pull/6984
- Fix console logging resumption, avoid overwrite by @kptkin in https://github.com/wandb/wandb/pull/6963
- Remove hostname validation when using --host on wandb login by @Jamil in https://github.com/wandb/wandb/pull/6999
- Don't discard past visualizations when resuming a run by @timoffex in https://github.com/wandb/wandb/pull/7005
- Avoid retrying on conflict status code by @kptkin in https://github.com/wandb/wandb/pull/7011
- Fix visualization config merging for resumed runs in wandb-core by @timoffex in https://github.com/wandb/wandb/pull/7012
- Replace usage of standard library's json with `segmentio`'s by @kptkin in https://github.com/wandb/wandb/pull/7027
- Remove stderr as writer for the logs by @kptkin in https://github.com/wandb/wandb/pull/7022
- Disable negative steps from initialization by @kptkin in https://github.com/wandb/wandb/pull/7030
- Fix report loading in pydantic26 by @andrewtruong in https://github.com/wandb/wandb/pull/6988
- Revert "make upload request async to support progress reporting (#6497)" by @jlzhao27 in https://github.com/wandb/wandb/pull/7049
- Fix entrypoint specification when using a Dockerfile.wandb by @KyleGoyette in https://github.com/wandb/wandb/pull/7080
- Fix stream releasing probe handle too early by @jlzhao27 in https://github.com/wandb/wandb/pull/7056
- Always attempt to pull latest image for local container by @KyleGoyette in https://github.com/wandb/wandb/pull/7079

### New Contributors

- @Jamil made their first contribution in https://github.com/wandb/wandb/pull/6999

# 0.16.3 (Feb 6, 2024)

### :magic_wand: Enhancements

- feat(core): generate data type info in core by @dmitryduev in https://github.com/wandb/wandb/pull/6827
- feat(core): add support for Launch 🚀 by @kptkin in https://github.com/wandb/wandb/pull/6822
- feat(public-api): Added option to control number of grouped sampled runs in reports by @thanos-wandb in https://github.com/wandb/wandb/pull/6840
- feat(sdk): add shared mode to enable multiple independent writers to the same run by @dmitryduev in https://github.com/wandb/wandb/pull/6882
- perf(artifacts): Reduce artifact download latency via optional cache copy + threads by @biaslucas in https://github.com/wandb/wandb/pull/6878
- feat(artifacts): Add partial file downloads, via directory prefix by @biaslucas in https://github.com/wandb/wandb/pull/6911
- feat(integrations): Update the Diffusers Integration by @soumik12345 in https://github.com/wandb/wandb/pull/6804
- feat(integrations): Update Ultralytics Integration by @soumik12345 in https://github.com/wandb/wandb/pull/6796
- feat(integrations): Add Pytorch Lightning Fabric Logger by @ash0ts in https://github.com/wandb/wandb/pull/6919
- feat(core): update go packages by @kptkin in https://github.com/wandb/wandb/pull/6908

### :hammer: Fixes

- fix(launch): Remove project and runner fields from agent config by @KyleGoyette in https://github.com/wandb/wandb/pull/6818
- fix(launch): recognize deleted k8s jobs as failed by @bcsherma in https://github.com/wandb/wandb/pull/6824
- fix(launch): warn of extra fields in environment block instead of erroring by @bcsherma in https://github.com/wandb/wandb/pull/6833
- fix(sdk): entity override bug where ENVVAR is prioritized over kwargs by @biaslucas in https://github.com/wandb/wandb/pull/6843
- fix(launch): Local container runner doesn't ignore override args by @TimH98 in https://github.com/wandb/wandb/pull/6844
- fix(sdk): merge-update config with sweep/launch config by @dannygoldstein in https://github.com/wandb/wandb/pull/6841
- fix(sdk): fix retry logic in wandb-core and system_tests conftest by @dmitryduev in https://github.com/wandb/wandb/pull/6847
- fix(core): use RW locks in system monitor's assets management by @dmitryduev in https://github.com/wandb/wandb/pull/6852
- fix(launch): set build context to entrypoint dir if it contains Dockerfile.wandb by @bcsherma in https://github.com/wandb/wandb/pull/6855
- security(launch): Mount wandb api key in launch job pods from a k8s secret by @TimH98 in https://github.com/wandb/wandb/pull/6722
- fix(launch): wandb job create should not look for requirements.txt if Dockerfile.wandb is next to entrypoint by @bcsherma in https://github.com/wandb/wandb/pull/6861
- fix(sdk): fix \_parse_path when only id is passed to wandb.Api().run() by @luisbergua in https://github.com/wandb/wandb/pull/6858
- fix(media): Update video.py: Fix fps bug by @stellargo in https://github.com/wandb/wandb/pull/6887
- fix(sdk): clean up temp folders by @dmitryduev in https://github.com/wandb/wandb/pull/6891
- fix(artifacts): fix long artifact paths on Windows by @ArtsiomWB in https://github.com/wandb/wandb/pull/6846
- fix(sdk): Update Report API to work with pydantic2.6 by @andrewtruong in https://github.com/wandb/wandb/pull/6925
- fix(launch): fetch all commits to enable checking out by sha by @bcsherma in https://github.com/wandb/wandb/pull/6926
- fix(sweeps): dont swallow exceptions in pyagent by @dannygoldstein in https://github.com/wandb/wandb/pull/6927
- fix(artifacts): artifact file upload progress in nexus by @ibindlish in https://github.com/wandb/wandb/pull/6939
- fix(sdk): exercise caution in system monitor when rocm-smi is installed on a system with no amd gpus by @dmitryduev in https://github.com/wandb/wandb/pull/6938
- fix(cli): typo in cli.py by @eltociear in https://github.com/wandb/wandb/pull/6892
- fix(launch): remove deadsnakes from accelerator build step by @bcsherma in https://github.com/wandb/wandb/pull/6933

### :books: Docs

- docs(sdk): update sweep `docstrings` by @ngrayluna in https://github.com/wandb/wandb/pull/6830
- docs(sdk): Updates the Tables reference docs. by @katjacksonWB in https://github.com/wandb/wandb/pull/6880
- docs(sdk): Artifact docstrings PR by @ngrayluna in https://github.com/wandb/wandb/pull/6825

## New Contributors

- @biaslucas made their first contribution in https://github.com/wandb/wandb/pull/6843
- @stellargo made their first contribution in https://github.com/wandb/wandb/pull/6887
- @timoffex made their first contribution in https://github.com/wandb/wandb/pull/6916

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.16.2...v0.16.3

# 0.16.2 (Jan 9, 2024)

### :magic_wand: Enhancements

- feat(nexus): refactor store logic and add store writer by @kptkin in https://github.com/wandb/wandb/pull/6678
- feat(nexus): add AMD GPU monitoring by @dmitryduev in https://github.com/wandb/wandb/pull/6606
- feat(nexus): add console log file upload by @kptkin in https://github.com/wandb/wandb/pull/6669
- feat(launch): add registry uri field to builders by @bcsherma in https://github.com/wandb/wandb/pull/6626
- feat(core): add `wandb beta sync` feature to upload runs to W&B by @kptkin in https://github.com/wandb/wandb/pull/6620
- feat(launch): CLI supports allow-listed queue parameters by @TimH98 in https://github.com/wandb/wandb/pull/6679
- feat(core): add support for requirements and patch.diff by @kptkin in https://github.com/wandb/wandb/pull/6721
- feat(core): capture SLURM-related env vars in metadata by @dmitryduev in https://github.com/wandb/wandb/pull/6710
- feat(launch): --priority flag on `wandb launch` command to specify priority when enqueuing jobs. by @nickpenaranda in https://github.com/wandb/wandb/pull/6705
- feat(sdk): add verify feature to wandb login by @dmitryduev in https://github.com/wandb/wandb/pull/6747
- feat(launch): Sweeps on Launch honors selected job priority for sweep runs by @nickpenaranda in https://github.com/wandb/wandb/pull/6756
- feat(core): 🦀 commence operation SDKrab 🦀 by @dmitryduev in https://github.com/wandb/wandb/pull/6000
- feat(artifacts): make upload request async to support progress reporting by @jlzhao27 in https://github.com/wandb/wandb/pull/6497
- feat(core): add TensorBoard log dir watcher by @kptkin in https://github.com/wandb/wandb/pull/6769
- feat(core): upload wandb-summary.json and config.yaml files by @kptkin in https://github.com/wandb/wandb/pull/6781

### :hammer: Fixes

- fix(nexus): update error message and remove extra by @kptkin in https://github.com/wandb/wandb/pull/6667
- fix(nexus): clean up issues with file sending by @kptkin in https://github.com/wandb/wandb/pull/6677
- fix(core): add jitter to retry clients' backoff strategy by @dmitryduev in https://github.com/wandb/wandb/pull/6706
- fix(artifacts): only skip file download if digest matches by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6694
- fix(core): fix resume and add tests by @dmitryduev in https://github.com/wandb/wandb/pull/6714
- fix(launch): capture errors from the creation of k8s job from yaml by @bcsherma in https://github.com/wandb/wandb/pull/6730
- fix(launch): Get default entity before checking template vars by @TimH98 in https://github.com/wandb/wandb/pull/6745
- fix(artifacts): remove run creation for artifact downloads if not using core by @ibindlish in https://github.com/wandb/wandb/pull/6746
- fix(artifacts): Retrieve ETag for ObjectVersion instead of Object for versioned buckets by @ibindlish in https://github.com/wandb/wandb/pull/6759
- fix(artifacts): revert #6759 and read object version etag in place by @ibindlish in https://github.com/wandb/wandb/pull/6774
- fix(core): put back the upload file count by @kptkin in https://github.com/wandb/wandb/pull/6767
- fix(core): add send cancel request to sender by @dmitryduev in https://github.com/wandb/wandb/pull/6787
- fix(core): check errors in memory monitoring by @dmitryduev in https://github.com/wandb/wandb/pull/6790
- fix(sdk): add job_type flag in CLI to allow override of job_type by @umakrishnaswamy in https://github.com/wandb/wandb/pull/6523
- fix(integrations): Handle ultralytics utils import refactor by @jthetzel in https://github.com/wandb/wandb/pull/6741
- fix(core): download artifacts with wandb-core without an active run by @dmitryduev in https://github.com/wandb/wandb/pull/6798
- fix(sdk): fix error logging matplotlib scatter plot if the minimum version of plotly library is not met by @walkingmug in https://github.com/wandb/wandb/pull/6724
- fix(sdk): allow overriding the default .netrc location with NETRC env var by @dmitryduev in https://github.com/wandb/wandb/pull/6708

### :books: Docs

- docs(sdk): Corrected description for email field by @ngrayluna in https://github.com/wandb/wandb/pull/6716
- docs(core): update the `README-libwandb-cpp.md` doc by @NinoRisteski in https://github.com/wandb/wandb/pull/6794

## New Contributors

- @jthetzel made their first contribution in https://github.com/wandb/wandb/pull/6741
- @walkingmug made their first contribution in https://github.com/wandb/wandb/pull/6724

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.16.1...v0.16.2

# 0.16.1 (Dec 5, 2023)

### :magic_wand: Enhancements

- perf(artifacts): remove recursive download by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6544
- feat(nexus): add debounce summary in handler by @kptkin in https://github.com/wandb/wandb/pull/6570
- feat(integrations): fix bug in ultralytics import and version pinning by @soumik12345 in https://github.com/wandb/wandb/pull/6605
- feat(launch): Support template variables when queueing launch runs by @KyleGoyette in https://github.com/wandb/wandb/pull/6602
- feat(cli): add --skip-console option to offline sync cli command by @kptkin in https://github.com/wandb/wandb/pull/6557
- feat(nexus): add basic graphql versioning mechanism by @dmitryduev in https://github.com/wandb/wandb/pull/6624
- feat(nexus): add Apple M\* GPU stats monitoring by @dmitryduev in https://github.com/wandb/wandb/pull/6619
- feat(launch): add helper to load wandb.Config from env vars by @bcsherma in https://github.com/wandb/wandb/pull/6644
- feat(integrations): port OpenAI WandbLogger for openai-python v1.0 by @ayulockin in https://github.com/wandb/wandb/pull/6498
- feat(integrations): fix version check for openAI WandbLogger by @ayulockin in https://github.com/wandb/wandb/pull/6648
- feat(integrations): Diffusers autologger by @soumik12345 in https://github.com/wandb/wandb/pull/6561
- feat(sdk): Adding parameter to image to specify file type jpg, png, bmp, gif by @fdsig in https://github.com/wandb/wandb/pull/6280

### :hammer: Fixes

- fix(nexus): make offline sync work properly by @dmitryduev in https://github.com/wandb/wandb/pull/6569
- fix(launch): Fix run existence check to not depend on files being uploaded in the run by @KyleGoyette in https://github.com/wandb/wandb/pull/6548
- fix(launch): gcp storage uri verifaction failed due to improper async wrapping by @bcsherma in https://github.com/wandb/wandb/pull/6581
- fix(sdk): updating summary with nested dicts now doesn't throw an error by @ArtsiomWB in https://github.com/wandb/wandb/pull/6578
- fix(launch): Add prioritization mode to RunQueue create by @TimH98 in https://github.com/wandb/wandb/pull/6610
- fix(nexus): create symlink to the server logs in the runs folder by @kptkin in https://github.com/wandb/wandb/pull/6628
- fix(integrations): single value problem in wandb/wandb_torch.py::log_tensor_stats by @gmongaras in https://github.com/wandb/wandb/pull/6640
- fix(integrations): tmin vs tmax in wandb/wandb_torch.py::log_tensor_stats by @dmitryduev in https://github.com/wandb/wandb/pull/6641
- fix(nexus): minor fix up for non server cases by @kptkin in https://github.com/wandb/wandb/pull/6645
- fix(sdk): make old settings more robust by @dmitryduev in https://github.com/wandb/wandb/pull/6654
- fix(sdk): handle tags when resuming a run by @dmitryduev in https://github.com/wandb/wandb/pull/6660

### :books: Docs

- docs(integrations): fix doc-string typo in a keras callback by @evilpegasus in https://github.com/wandb/wandb/pull/6586

## New Contributors

- @evilpegasus made their first contribution in https://github.com/wandb/wandb/pull/6586
- @yogeshg made their first contribution in https://github.com/wandb/wandb/pull/6573
- @gmongaras made their first contribution in https://github.com/wandb/wandb/pull/6640

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.16.0...v0.16.1

# 0.16.0 (Nov 7, 2023)

### :magic_wand: Enhancements

- feat(nexus): add nested config support by @kptkin in https://github.com/wandb/wandb/pull/6417
- feat(nexus): finish artifact saver by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6296
- feat(nexus): add sync file counts in the footer by @dmitryduev in https://github.com/wandb/wandb/pull/6371
- feat(nexus): implement directory watcher and related functionality by @kptkin in https://github.com/wandb/wandb/pull/6257
- feat(launch): run agent on an event loop by @bcsherma in https://github.com/wandb/wandb/pull/6384
- feat(nexus): add sampled history by @kptkin in https://github.com/wandb/wandb/pull/6492
- feat(artifacts): prototype for models api by @ibindlish in https://github.com/wandb/wandb/pull/6205
- perf(launch): register sweep scheduler virtual agents async by @bcsherma in https://github.com/wandb/wandb/pull/6488
- feat(nexus): make file uploads work with local by @dmitryduev in https://github.com/wandb/wandb/pull/6509
- feat(sdk): allow users to log custom chart tables in a different section by @luisbergua in https://github.com/wandb/wandb/pull/6422
- feat(nexus): generalize uploader to filemanager to allow downloads by @ibindlish in https://github.com/wandb/wandb/pull/6445
- feat(sdk): drop python 3.6 support by @dmitryduev in https://github.com/wandb/wandb/pull/6493
- feat(artifacts): delete staging files in Nexus by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6529
- feat(artifacts): set up artifact downloads to use sdk nexus core by @estellazx in https://github.com/wandb/wandb/pull/6275
- feat(nexus): add file upload progress and make completion callback a list of callbacks by @kptkin in https://github.com/wandb/wandb/pull/6518
- feat(launch): add wandb.ai/run-id label to jobs by @bcsherma in https://github.com/wandb/wandb/pull/6543

### :hammer: Fixes

- fix(sdk): ensures that complete run.config is captured in SageMaker by @fdsig in https://github.com/wandb/wandb/pull/6260
- fix(sdk): Improve error handling for gitlib for FileNotFoundErrors by @j316chuck in https://github.com/wandb/wandb/pull/6410
- fix(sdk): increase max message size, handle errors by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6398
- fix(launch): Agent better balances multiple queues by @TimH98 in https://github.com/wandb/wandb/pull/6418
- fix(artifacts): remove versioning enabled check in GCS reference handler by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6430
- fix(launch): add google-cloud-aiplatform to launch shard by @bcsherma in https://github.com/wandb/wandb/pull/6440
- fix(nexus): add use_artifact as passthrough messages by @kptkin in https://github.com/wandb/wandb/pull/6447
- fix(launch): adjust vertex environment variables by @Hojland in https://github.com/wandb/wandb/pull/6443
- fix(artifacts): update artifacts cache file permissions for NamedTemporaryFile by @ibindlish in https://github.com/wandb/wandb/pull/6437
- fix(nexus): fix a number of issues by @dmitryduev in https://github.com/wandb/wandb/pull/6491
- fix(media): saving mlp figure to buffer and reading with PIL should specify format by @mova in https://github.com/wandb/wandb/pull/6465
- fix(nexus): send content-length, check response status code in uploader by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6401
- fix(sdk): fix step logic when resuming runs with no metrics logged by @luisbergua in https://github.com/wandb/wandb/pull/6480
- fix(sdk): hook_handle being set to list instead of dict on unhook by @vatsalaggarwal in https://github.com/wandb/wandb/pull/6503
- fix(launch): verify gcp credentials before creating vertex job by @bcsherma in https://github.com/wandb/wandb/pull/6537
- fix(launch): add load option to docker buildx by @KyleGoyette in https://github.com/wandb/wandb/pull/6508
- fix(artifacts): fix perf regressions in artifact downloads and fix file download location by @ibindlish in https://github.com/wandb/wandb/pull/6535
- fix(sdk): add warning when `log_code` can't locate any files by @umakrishnaswamy in https://github.com/wandb/wandb/pull/6532
- fix(sdk): adjust ipython hooks for v8.17 by @dmitryduev in https://github.com/wandb/wandb/pull/6563

### :books: Docs

- docs(media): fix `Graph` docstring by @harupy in https://github.com/wandb/wandb/pull/6458
- docs(public-api): Fix suggested command for uploading artifacts by @geke-mir in https://github.com/wandb/wandb/pull/6513

## New Contributors

- @j316chuck made their first contribution in https://github.com/wandb/wandb/pull/6410
- @harupy made their first contribution in https://github.com/wandb/wandb/pull/6458
- @Hojland made their first contribution in https://github.com/wandb/wandb/pull/6443
- @mova made their first contribution in https://github.com/wandb/wandb/pull/6465
- @geke-mir made their first contribution in https://github.com/wandb/wandb/pull/6513
- @luisbergua made their first contribution in https://github.com/wandb/wandb/pull/6422
- @vatsalaggarwal made their first contribution in https://github.com/wandb/wandb/pull/6503

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.15.12...v0.16.0

# 0.15.12 (Oct 3, 2023)

### :magic_wand: Enhancements

- feat(nexus): implement config debouncing mechanism by @kptkin in https://github.com/wandb/wandb/pull/6331
- feat(integrations): fix channel swapping on ultrlytics classification task by @soumik12345 in https://github.com/wandb/wandb/pull/6382
- feat(nexus): implement nexus alpha cpp interface by @raubitsj in https://github.com/wandb/wandb/pull/6358
- feat(nexus): expose system metrics in the run object (PoC) by @dmitryduev in https://github.com/wandb/wandb/pull/6238
- feat(integrations): Pin ultralytics version support to `v8.0.186` by @soumik12345 in https://github.com/wandb/wandb/pull/6391

### :hammer: Fixes

- fix(launch): get logs from failed k8s pods by @bcsherma in https://github.com/wandb/wandb/pull/6339
- fix(artifacts): Allow adding s3 bucket as reference artifact by @ibindlish in https://github.com/wandb/wandb/pull/6346
- fix(launch): Fix race condition in agent thread clean up by @KyleGoyette in https://github.com/wandb/wandb/pull/6352
- fix(artifacts): don't assume run and its i/o artifacts are in the same project by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6363
- fix(artifacts): fix wandb.Api().run(run_name).log_artifact(artifact) by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6362
- fix(sweeps): ValueError with None value in sweep by @gtarpenning in https://github.com/wandb/wandb/pull/6364
- fix(artifacts): fix typo in s3 handler by @ibindlish in https://github.com/wandb/wandb/pull/6368
- fix(artifacts): fix the argument order for new argument target_fraction by @moredatarequired in https://github.com/wandb/wandb/pull/6377
- fix(nexus): fix potential race in config debouncer by @dmitryduev in https://github.com/wandb/wandb/pull/6385
- fix(sdk): fix graphql type mapping by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6396
- fix(sdk): fix concurrency limit in uploader by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6399

### :books: Docs

- docs(sdk): fix reference docs GH action by @dmitryduev in https://github.com/wandb/wandb/pull/6350
- docs(sdk): Update generate-docodile-documentation.yml by @ngrayluna in https://github.com/wandb/wandb/pull/6351

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.15.11...v0.15.12

# 0.15.11 (Sep 21, 2023)

### :magic_wand: Enhancements

- feat(nexus): add support for code saving in script mode by @kptkin in https://github.com/wandb/wandb/pull/6243
- feat(nexus): add support for `policy=end` in `wandb.save` by @kptkin in https://github.com/wandb/wandb/pull/6267
- feat(nexus): add system info to metadata by @dmitryduev in https://github.com/wandb/wandb/pull/6244
- feat(nexus): add nvidia gpu system info to metadata by @dmitryduev in https://github.com/wandb/wandb/pull/6270
- feat(launch): delete run queues with public api by @bcsherma in https://github.com/wandb/wandb/pull/6317
- feat(sdk): introduce custom proxy support for wandb http(s) traffic by @kptkin in https://github.com/wandb/wandb/pull/6300

### :hammer: Fixes

- fix(sdk): Fix logger when logging filestream exception by @KyleGoyette in https://github.com/wandb/wandb/pull/6246
- fix(launch): use watch api to monitor launched CRDs by @bcsherma in https://github.com/wandb/wandb/pull/6226
- fix(launch): forbid enqueuing docker images without target project by @bcsherma in https://github.com/wandb/wandb/pull/6248
- fix(sdk): add missing Twitter import for API users by @fdsig in https://github.com/wandb/wandb/pull/6261
- fix(artifacts): get S3 versionIDs from directory references by @moredatarequired in https://github.com/wandb/wandb/pull/6255
- fix(launch): make watch streams recover from connection reset by @bcsherma in https://github.com/wandb/wandb/pull/6272
- fix(public-api): use json.loads(..., strict=False) to ignore invalid utf-8 and control characters in api.Run.load by @dmitryduev in https://github.com/wandb/wandb/pull/6299
- fix(sdk): correctly identify colab as a jupyter-like env in settings by @dmitryduev in https://github.com/wandb/wandb/pull/6308
- fix(sdk): improve memory management for summary updates by @dmitryduev in https://github.com/wandb/wandb/pull/5569
- fix(artifacts): Add environment variable to configure batch size for download urls by @ibindlish in https://github.com/wandb/wandb/pull/6323
- fix(launch): fail rqis if no run is created by @bcsherma in https://github.com/wandb/wandb/pull/6324

### :books: Docs

- docs(sdk): fixes a broken link in Image docs. by @katjacksonWB in https://github.com/wandb/wandb/pull/6252
- docs(nexus): add docs on running nexus-related system tests locally by @dmitryduev in https://github.com/wandb/wandb/pull/6191
- docs(nexus): add user-facing Nexus docs for Beta release by @dmitryduev in https://github.com/wandb/wandb/pull/6276
- docs(nexus): fix pip install nexus instruction by @dmitryduev in https://github.com/wandb/wandb/pull/6309

### :nail_care: Cleanup

- Update README.md by @NinoRisteski in https://github.com/wandb/wandb/pull/6325

## New Contributors

- @katjacksonWB made their first contribution in https://github.com/wandb/wandb/pull/6252
- @NinoRisteski made their first contribution in https://github.com/wandb/wandb/pull/6325

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.15.10...v0.15.11

# 0.15.10 (Sep 6, 2023)

### :magic_wand: Enhancements

- feat(integrations): add async support to `Autologger` API and enable it for Openai by @parambharat in https://github.com/wandb/wandb/pull/5960
- feat(sdk): add official support for python 3.11 and drop support for python 3.6 by @dmitryduev in https://github.com/wandb/wandb/pull/4386
- feat(sdk): implement network logging and file pusher timeout for debugging by @dmitryduev in https://github.com/wandb/wandb/pull/5894
- feat(artifacts): set ttl(time to live) for artifact versions by @estellazx in https://github.com/wandb/wandb/pull/5859
- feat(nexus): add support for define metric by @kptkin in https://github.com/wandb/wandb/pull/6036
- feat(launch): Include agent version when creating launch agent by @TimH98 in https://github.com/wandb/wandb/pull/5970
- feat(launch): Runless git jobs can use requirements.txt in parent directories by @TimH98 in https://github.com/wandb/wandb/pull/6008
- feat(artifacts): retrieve the parent collection from an Artifact by @moredatarequired in https://github.com/wandb/wandb/pull/6019
- feat(nexus): improve file uploads by @dmitryduev in https://github.com/wandb/wandb/pull/6052
- feat(artifacts): Add run id option to artifact put method to log artifacts to existing runs by @ibindlish in https://github.com/wandb/wandb/pull/6074
- feat(public-api): add metadata property to Run object by @dmitryduev in https://github.com/wandb/wandb/pull/6100
- feat(launch): Support setting a custom Dockerfile in launch overrides by @TimH98 in https://github.com/wandb/wandb/pull/6104
- feat(nexus): add Nvidia GPU asset to system monitor by @dmitryduev in https://github.com/wandb/wandb/pull/6081
- feat(artifacts): enable deleting artifact collections from SDK by @moredatarequired in https://github.com/wandb/wandb/pull/6020
- feat(launch): Add dockerfile CLI param & use Dockerfile.wandb by default if present by @TimH98 in https://github.com/wandb/wandb/pull/6122
- feat(artifacts): extend cache cleanup to allow specifying a target fraction by @moredatarequired in https://github.com/wandb/wandb/pull/6152
- feat(artifacts): add an eval-able repr to ArtifactManifestEntry by @moredatarequired in https://github.com/wandb/wandb/pull/6132
- feat(nexus): enable docker-based wheel building for nexus by @dmitryduev in https://github.com/wandb/wandb/pull/6118
- feat(nexus): add Nvidia GPU asset to system monitor by @dmitryduev in https://github.com/wandb/wandb/pull/6131
- feat(artifacts): clear the cache on add to prevent overflow by @moredatarequired in https://github.com/wandb/wandb/pull/6149
- feat(sdk): capture disk i/o utilization in system metrics by @umakrishnaswamy in https://github.com/wandb/wandb/pull/6106
- feat(sdk): add disk io counters to monitor metrics by @dmitryduev in https://github.com/wandb/wandb/pull/6170
- feat(sdk): make paths for disk usage monitoring configurable by @dmitryduev in https://github.com/wandb/wandb/pull/6196
- feat(sweeps): Use `WANDB_SWEEP_ID` to include a run in an existing sweep by @gtarpenning in https://github.com/wandb/wandb/pull/6198
- feat(artifacts): Handle LinkArtifact calls made to Nexus Core by @ibindlish in https://github.com/wandb/wandb/pull/6160
- feat(nexus): fix retry logic for http clients and allow user customization by @kptkin in https://github.com/wandb/wandb/pull/6182
- feat(nexus): support user defined headers in the gql client transport by @kptkin in https://github.com/wandb/wandb/pull/6208
- feat(sdk): enable set types in wandb.Config by @fdsig in https://github.com/wandb/wandb/pull/6219
- feat(integrations): visualize images with bbox overlays for `ultralytics` by @soumik12345 in https://github.com/wandb/wandb/pull/5867
- feat(sdk): add exponential decay sampling utility for line_plot by @dmitryduev in https://github.com/wandb/wandb/pull/6228
- feat(sdk): always print the traceback inside of the `wandb.init` context manager by @kptkin in https://github.com/wandb/wandb/pull/4603
- feat(sdk): add setting to disable automatic machine info capture by @kptkin in https://github.com/wandb/wandb/pull/6230

### :hammer: Fixes

- fix(launch): Extend try in agent loop to cover all job handling by @KyleGoyette in https://github.com/wandb/wandb/pull/5923
- fix(sdk): guard against undefined filestream timeout by @dmitryduev in https://github.com/wandb/wandb/pull/5997
- fix(launch): error if code artifact underlying job has been deleted by @bcsherma in https://github.com/wandb/wandb/pull/5959
- fix(artifacts): use a unique name for the artifact created by `verify` by @moredatarequired in https://github.com/wandb/wandb/pull/5929
- fix(launch): Use resume=allow when auto requeuing by @TimH98 in https://github.com/wandb/wandb/pull/6002
- fix(launch): correct entrypoint path from disabled git repo subir by @gtarpenning in https://github.com/wandb/wandb/pull/5903
- fix(sweeps): override individual job resource_args by @gtarpenning in https://github.com/wandb/wandb/pull/5985
- fix(sdk): fix import issue to support python 3.6 by @kptkin in https://github.com/wandb/wandb/pull/6018
- fix(launch): Fix override entrypoint when using sweeps on launch without a scheduler job by @KyleGoyette in https://github.com/wandb/wandb/pull/6033
- fix(nexus): fix resume reference when nil by @kptkin in https://github.com/wandb/wandb/pull/6055
- fix(sdk): further speed up import time by @hauntsaninja in https://github.com/wandb/wandb/pull/6032
- fix(launch): Fix sample kubernetes agent manifest secret mount by @KyleGoyette in https://github.com/wandb/wandb/pull/6057
- fix(nexus): rm unused import by @dmitryduev in https://github.com/wandb/wandb/pull/6085
- fix(launch): watch to get kubernetes run statuses by @bcsherma in https://github.com/wandb/wandb/pull/6022
- fix(artifacts): prohibit saving artifacts to a different project than their base artifact by @moredatarequired in https://github.com/wandb/wandb/pull/6042
- fix(artifacts): require existing artifacts to save to their source entity/project by @moredatarequired in https://github.com/wandb/wandb/pull/6034
- fix(nexus): adjust system monitor start and stop functionality by @dmitryduev in https://github.com/wandb/wandb/pull/6087
- fix(artifacts): remove suspect characters when directory creation fails by @moredatarequired in https://github.com/wandb/wandb/pull/6094
- fix(launch): Default log_code exclusion behavior now correctly handles `wandb` in the root path prefix. by @nickpenaranda in https://github.com/wandb/wandb/pull/6095
- fix(launch): disallow project queue creation by @bcsherma in https://github.com/wandb/wandb/pull/6011
- fix(launch): catch all sweep set state errors by @gtarpenning in https://github.com/wandb/wandb/pull/6091
- fix(launch): create_job now works from jupyter notebook by @gtarpenning in https://github.com/wandb/wandb/pull/6068
- fix(nexus): fix race condition for defer and update control by @kptkin in https://github.com/wandb/wandb/pull/6125
- fix(sdk): improved handling and logging of tensor types by @kptkin in https://github.com/wandb/wandb/pull/6086
- fix(launch): launch cli command should exit with non-zero status if underlying launched run exits with non-zero status by @KyleGoyette in https://github.com/wandb/wandb/pull/6078
- fix(nexus): fix correctness for offline mode by @kptkin in https://github.com/wandb/wandb/pull/6166
- fix(sdk): reports api - fix media_keys json path by @laxels in https://github.com/wandb/wandb/pull/6167
- fix(sdk): Allow uint8 images to be logged as wandb.Image() by @nate-wandb in https://github.com/wandb/wandb/pull/6043
- fix(sdk): fall back to /tmp/username/.config/wandb in old settings by @dmitryduev in https://github.com/wandb/wandb/pull/6175
- fix(nexus): use UpsertBucketRetryPolicy in all gql.UpsertBucket calls by @dmitryduev in https://github.com/wandb/wandb/pull/6207
- fix(sdk): update report id validation and encoding by @jo-fang in https://github.com/wandb/wandb/pull/6203
- fix(sdk): add support for propagating messages from the internal process by @kptkin in https://github.com/wandb/wandb/pull/5803

### :books: Docs

- docs(nexus): add package level docstrings for filestream by @raubitsj in https://github.com/wandb/wandb/pull/6061
- docs(nexus): add basic developer guide by @kptkin in https://github.com/wandb/wandb/pull/6119
- docs(cli): Added more context for launch job describe description. by @ngrayluna in https://github.com/wandb/wandb/pull/6193

### :nail_care: Cleanup

- style(sdk): fix to new ruff rule E721 additions by @nickpenaranda in https://github.com/wandb/wandb/pull/6102

## New Contributors

- @geoffrey-g-delhomme made their first contribution in https://github.com/wandb/wandb/pull/5867
- @kooshi made their first contribution in https://github.com/wandb/wandb/pull/6086
- @umakrishnaswamy made their first contribution in https://github.com/wandb/wandb/pull/6106
- @jo-fang made their first contribution in https://github.com/wandb/wandb/pull/6203
- @wwzeng1 made their first contribution in https://github.com/wandb/wandb/pull/6228

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.15.9...v0.15.10

# 0.15.9 (Aug 28, 2023)

### :magic_wand: Enhancements

- feat(sweeps): launch sweep schedulers to team queues from UI by @gtarpenning in https://github.com/wandb/wandb/pull/6112
- feat(launch): make vertex launcher more customizable by @bcsherma in https://github.com/wandb/wandb/pull/6088
- feat(launch): default to noop builder if docker not installed by @bcsherma in https://github.com/wandb/wandb/pull/6137

### :hammer: Fixes

- fix(launch): Use built in entrypoint and args commands for sagemaker by @KyleGoyette in https://github.com/wandb/wandb/pull/5897
- fix(artifacts): copy parent source project info to new draft artifact by @moredatarequired in https://github.com/wandb/wandb/pull/6062
- fix(sdk): avoid error at end of run with bigints by @raubitsj in https://github.com/wandb/wandb/pull/6134
- fix(launch): manually created image jobs can rerun correctly by @gtarpenning in https://github.com/wandb/wandb/pull/6148

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.15.8...v0.15.9

# 0.15.8 (Aug 01, 2023)

### :magic_wand: Enhancements

- perf(sdk): use mutation createRunFiles to get uploadUrls by @harukatab in https://github.com/wandb/wandb/pull/5731
- feat(launch): add create_run_queue to public API by @nickpenaranda in https://github.com/wandb/wandb/pull/5874
- perf(sdk): add hidden option to use orjson instead of json by @dmitryduev in https://github.com/wandb/wandb/pull/5911
- feat(launch): Improve error message when building with noop builder by @TimH98 in https://github.com/wandb/wandb/pull/5925
- feat(launch): create launch agent includes agent config if present by @TimH98 in https://github.com/wandb/wandb/pull/5893
- feat(launch): Check if job ingredients exist before making job by @TimH98 in https://github.com/wandb/wandb/pull/5942
- feat(launch): Gracefully handle Kubernetes 404 error by @TimH98 in https://github.com/wandb/wandb/pull/5945

### :hammer: Fixes

- fix(sdk): only creating new project if it doesn't already exist by @mbarrramsey in https://github.com/wandb/wandb/pull/5814
- fix(launch): Support namespace in metadata key of resource args by @KyleGoyette in https://github.com/wandb/wandb/pull/5639
- fix(launch): use "" instead of None for project kwarg when no project given by @bcsherma in https://github.com/wandb/wandb/pull/5839
- fix(launch): add + to torch cpu regex + tests by @bcsherma in https://github.com/wandb/wandb/pull/5833
- fix(sdk): implement timeout for file_stream and add debug logs by @kptkin in https://github.com/wandb/wandb/pull/5812
- fix(artifacts): fix collection filtering when getting aliases by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5810
- fix(sdk): replace `dir_watcher` settings with SettingsStatic by @kptkin in https://github.com/wandb/wandb/pull/5863
- fix(artifacts): set correct base for incremental artifacts by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5870
- fix(launch): drop https from azure registries to ensure compatibility with ${image_uri} macro by @bcsherma in https://github.com/wandb/wandb/pull/5880
- fix(artifacts): handle None description correctly by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5910
- fix(launch): Don't create k8s secret if it already exists by @TimH98 in https://github.com/wandb/wandb/pull/5900
- fix(artifacts): drop S3 bucket versioning check by @moredatarequired in https://github.com/wandb/wandb/pull/5927
- fix(sdk): speed up import time and fix `pkg_resources` DeprecationWarning by @hauntsaninja in https://github.com/wandb/wandb/pull/5899

### :books: Docs

- docs(sdk): Add introspection section to CONTRIBUTING.md by @nickpenaranda in https://github.com/wandb/wandb/pull/5887
- docs(sdk): update GH action to generate reference docs and clean up docstrings by @dmitryduev in https://github.com/wandb/wandb/pull/5947
- docs(sdk): update `README.md` to unify the spelling of `Hugging Face` by @eltociear in https://github.com/wandb/wandb/pull/5891

### :nail_care: Cleanup

- revert(launch): revert job re-queuing implementation on pod disconnect by @KyleGoyette in https://github.com/wandb/wandb/pull/5811

## New Contributors

- @mbarrramsey made their first contribution in https://github.com/wandb/wandb/pull/5814
- @hauntsaninja made their first contribution in https://github.com/wandb/wandb/pull/5899
- @eltociear made their first contribution in https://github.com/wandb/wandb/pull/5891

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.15.7...v0.15.8

# 0.15.7 (July 25, 2023)

### :hammer: Fixes

- fix(sdk): images not syncing until the end run (revert #5777) by @raubitsj in https://github.com/wandb/wandb/pull/5951

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.15.6...v0.15.7

# 0.15.6 (July 24, 2023)

### :magic_wand: Enhancements

- feat(launch): add job link to wandb footer by @bcsherma in https://github.com/wandb/wandb/pull/5767
- feat(launch): re-implement job requeueing, fixed cancel behavior by @TimH98 in https://github.com/wandb/wandb/pull/5822
- feat(launch): manually create jobs from cli by @gtarpenning in https://github.com/wandb/wandb/pull/5661
- feat(launch): allow users to specify job name via the `job_name` setting by @bcsherma in https://github.com/wandb/wandb/pull/5791
- feat(sdk): Add an simplified trace API to log prompt traces by @parambharat in https://github.com/wandb/wandb/pull/5794
- feat(integrations): support `.keras` model format with `WandbModelCheckpoint` and TF 2.13.0 compatible by @soumik12345 in https://github.com/wandb/wandb/pull/5720
- feat(sdk): Initial support for migrating W&B runs and reports between instances by @andrewtruong in https://github.com/wandb/wandb/pull/5777

### :hammer: Fixes

- fix(integrations): make LightGBM callback compatible with 4.0.0 by @ayulockin in https://github.com/wandb/wandb/pull/5906
- fix(sdk): use default settings for project retrieval if available by @KyleGoyette in https://github.com/wandb/wandb/pull/5917

### :books: Docs

- docs(sdk): Add introspection section to CONTRIBUTING.md by @nickpenaranda in https://github.com/wandb/wandb/pull/5887

### :nail_care: Cleanup

- revert(launch): revert job re-queuing implementation on pod disconnect by @KyleGoyette in https://github.com/wandb/wandb/pull/5811

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.15.5...v0.15.6

## 0.15.5 (July 5, 2023)

### :magic_wand: Enhancements

- feat(launch): improve handling of docker image job names and tags by @gtarpenning in https://github.com/wandb/wandb/pull/5718
- feat(launch): support kaniko builds on AKS by @bcsherma in https://github.com/wandb/wandb/pull/5706
- feat(launch): allow kaniko builds to run in other namespaces by @bcsherma in https://github.com/wandb/wandb/pull/5637
- feat(artifacts): support access key for Azure references by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5729
- feat(launch): add information to failed run queue items, support warnings for run queue items by @KyleGoyette in https://github.com/wandb/wandb/pull/5612
- feat(launch): allow direct configuration of registry uri for all registries by @bcsherma in https://github.com/wandb/wandb/pull/5760
- perf(artifacts): enhance download URL fetching process with batch and retry logic by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5692
- feat(artifacts): add flag to skip missing S3 references in `Artifact.download` by @moredatarequired in https://github.com/wandb/wandb/pull/5778
- feat(launch): implement job requeueing when pod disconnects by @TimH98 in https://github.com/wandb/wandb/pull/5770
- feat(sdk): add setting to disable setproctitle by @raubitsj in https://github.com/wandb/wandb/pull/5805

### :hammer: Fixes

- fix(sdk): handle uri schemes in LogicalPath by @dmitryduev in https://github.com/wandb/wandb/pull/5670
- fix(artifacts): update object storage to include reference and prevent id reuse by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5722
- fix(sweeps): update click package version requirements by @gtarpenning in https://github.com/wandb/wandb/pull/5738
- fix(sdk): improve lazy import to be thread-safe by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5727
- fix(launch): change typo in kaniko image name by @bcsherma in https://github.com/wandb/wandb/pull/5743
- fix(integrations): correct date parsing in SageMaker configuration by @rymc in https://github.com/wandb/wandb/pull/5759
- fix(launch): make docker build non interactive to prevent region based questions by @KyleGoyette in https://github.com/wandb/wandb/pull/5736
- fix(launch): update "cuda" base image path to "accelerator" base image path by @KyleGoyette in https://github.com/wandb/wandb/pull/5737
- fix(artifacts): replace artifact name with placeholder to skip validation by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5724
- fix(launch): prevent jobs with large outputs from hanging on local-container by @KyleGoyette in https://github.com/wandb/wandb/pull/5774
- fix(launch): Ensure resume does not push sensitive info by @KyleGoyette in https://github.com/wandb/wandb/pull/5807
- fix(artifacts): fix handling of references when downloading by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5808
- fix(sweeps): correct launch sweep author to personal username by @gtarpenning in https://github.com/wandb/wandb/pull/5806
- refactor(artifacts): change artifact methods and attributes to private by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5790

### :books: Docs

- docs(sdk): update the product icons in README.md by @ngrayluna in https://github.com/wandb/wandb/pull/5713
- docs(artifacts): update docs by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5701
- docs(artifacts): fix comment about total retry time by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5751
- docs(sdk): expose WBTraceTree as data_types.WBTraceTree by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5788

## New Contributors

- @HipHoff made their first contribution in https://github.com/wandb/wandb/pull/5691
- @rymc made their first contribution in https://github.com/wandb/wandb/pull/5759

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.15.4...v0.15.5

## 0.15.4 (June 6, 2023)

### :magic_wand: Enhancements

- feat(sdk): set job source in settings by @TimH98 in https://github.com/wandb/wandb/pull/5442
- feat(sweeps): launch sweeps controlled by wandb run by @gtarpenning in https://github.com/wandb/wandb/pull/5456
- feat(integrations): add autolog for Cohere python SDK by @dmitryduev in https://github.com/wandb/wandb/pull/5474
- feat(launch): support launching custom k8s objects by @bcsherma in https://github.com/wandb/wandb/pull/5486
- perf(artifacts): conserve memory when hashing files by @moredatarequired in https://github.com/wandb/wandb/pull/5513
- feat(artifacts): add new_draft method to modify and log saved artifacts as new version by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5524
- feat(launch): don't install frozen reqs if there is a reqs file by @bcsherma in https://github.com/wandb/wandb/pull/5548
- feat(artifacts): don't remove temp files from artifacts cache by default by @moredatarequired in https://github.com/wandb/wandb/pull/5596
- feat(artifacts): add source_entity and update sequenceName handling by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5546
- feat(artifacts): add 'remove' to Artifacts API by @moredatarequired in https://github.com/wandb/wandb/pull/5370
- feat(sweeps): optuna scheduler for sweeps on launch by @gtarpenning in https://github.com/wandb/wandb/pull/4900
- feat(launch): support notebook job creation by @KyleGoyette in https://github.com/wandb/wandb/pull/5462
- feat(launch): enable launch macros for all runners by @bcsherma in https://github.com/wandb/wandb/pull/5624
- feat(integrations): add autologging for supported huggingface pipelines by @ash0ts in https://github.com/wandb/wandb/pull/5579
- feat(integrations): add usage metrics and table logging to OpenAI autologger by @parambharat in https://github.com/wandb/wandb/pull/5521
- feat(sdk): add support for monitoring AMD GPU system metrics by @dmitryduev in https://github.com/wandb/wandb/pull/5449
- feat(sdk): capture absolute GPU memory allocation by @dmitryduev in https://github.com/wandb/wandb/pull/5643

### :hammer: Fixes

- fix(integrations): ensure wandb can be used in AWS lambda by @dmitryduev in https://github.com/wandb/wandb/pull/5083
- fix(sdk): permit `LogicalPath` to strip trailing slashes by @moredatarequired in https://github.com/wandb/wandb/pull/5473
- fix(sdk): exercise caution when creating ~/.config/wandb/settings file by @dmitryduev in https://github.com/wandb/wandb/pull/5478
- fix(sdk): update custom chart query handling and add alternate constructor for table-based charts by @andrewtruong in https://github.com/wandb/wandb/pull/4852
- fix(artifacts): add s3 multipart uploading for artifact files by @estellazx in https://github.com/wandb/wandb/pull/5377
- fix(artifacts): handle incompatible artifact name strings by @andrewtruong in https://github.com/wandb/wandb/pull/5416
- fix(launch): docker runner always pull for image sourced jobs by @bcsherma in https://github.com/wandb/wandb/pull/5531
- fix(launch): improve error handling for package installation by @TimH98 in https://github.com/wandb/wandb/pull/5509
- fix(launch): custom k8s objects respect command/args overrides by @bcsherma in https://github.com/wandb/wandb/pull/5538
- fix(artifacts): remove entity, project from valid properties and adjust name handling by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5533
- fix(launch): use env var for launch agent base url by @KyleGoyette in https://github.com/wandb/wandb/pull/5482
- fix(artifacts): write to the cache defensively (catch OSError) by @moredatarequired in https://github.com/wandb/wandb/pull/5597
- fix(launch): handle exception in finish_thread_id and fail run queue items by @KyleGoyette in https://github.com/wandb/wandb/pull/5610
- fix(launch): add pull secrets for pre made images when registry is specified by @bcsherma in https://github.com/wandb/wandb/pull/5602
- fix(launch): read kaniko pod sa name from env var by @bcsherma in https://github.com/wandb/wandb/pull/5619
- fix(launch): misc gcp fixes by @bcsherma in https://github.com/wandb/wandb/pull/5626
- fix(launch): support local environment and registry declaration by @KyleGoyette in https://github.com/wandb/wandb/pull/5630
- fix(launch): support ssh git urls and submodules in agent by @KyleGoyette in https://github.com/wandb/wandb/pull/5635
- fix(sdk): update git repo handling for failure cases and rename to gitlib by @kptkin in https://github.com/wandb/wandb/pull/5437
- fix(sdk): unify offline and online mode during init and fix multiprocess attach by @kptkin in https://github.com/wandb/wandb/pull/5296
- fix(integrations): prevent errors by checking for `wandb.run` in Gym integration by @ash0ts in https://github.com/wandb/wandb/pull/5649
- fix(sdk): fix wandb tfevent sync issue by @eohomegrownapps in https://github.com/wandb/wandb/pull/5261

### :books: Docs

- docs(sdk): update contrib for yea-wandb changes by @kptkin in https://github.com/wandb/wandb/pull/5614

## New Contributors

- @eohomegrownapps made their first contribution in https://github.com/wandb/wandb/pull/5261

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.15.3...v0.15.4

## 0.15.3 (May 17, 2023)

### :hammer: Fixes

- fix(sdk): allow SDK to work if SA token can't be read by @wandb-zacharyblasczyk in https://github.com/wandb/wandb/pull/5472
- fix(sdk): clean up the k8s token discovery logic in util.py::image_id_from_k8s by @dmitryduev in https://github.com/wandb/wandb/pull/5518
- fix(integrations): Update `WandbTracer` to work with new langchain version by @parambharat in https://github.com/wandb/wandb/pull/5558
- revert(sdk): update summary for changed keys only by @dmitryduev in https://github.com/wandb/wandb/pull/5562

## New Contributors

- @wandb-zacharyblasczyk made their first contribution in https://github.com/wandb/wandb/pull/5472

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.15.2...v0.15.3

## 0.15.2 (May 5, 2023)

### :hammer: Fixes

- fix(integrations): update WandbTracer for new langchain release by @parambharat @tssweeney in https://github.com/wandb/wandb/pull/5467
- fix(integrations): fix error message in langchain wandb_tracer version check by @dmitryduev in https://github.com/wandb/wandb/pull/5490

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.15.1...v0.15.2

## 0.15.1 (May 2, 2023)

### :magic_wand: Enhancements

- feat(launch): implement new Kubernetes runner config schema by @TimH98 in https://github.com/wandb/wandb/pull/5231
- feat(launch): allow platform override for docker builder by @TimH98 in https://github.com/wandb/wandb/pull/5330
- feat(artifacts): get full name of artifact for easier artifact retrieval by @estellazx in https://github.com/wandb/wandb/pull/5314
- feat(artifacts): make default root for artifacts download configurable by @moredatarequired in https://github.com/wandb/wandb/pull/5366
- feat(artifacts): add Azure storage handler in SDK by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5317
- feat(media): add method to convert wandb.Table to pandas.DataFrame by @brunnelu in https://github.com/wandb/wandb/pull/5301
- feat(launch): sweeps on launch command args passed as params by @gtarpenning in https://github.com/wandb/wandb/pull/5315

### :hammer: Fixes

- fix(launch): don't assume keys in args and config refer to the same thing by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5183
- fix(launch): make ElasticContainerRegistry environment handle "ImageNotFoundException" gracefully by @bcsherma in https://github.com/wandb/wandb/pull/5159
- fix(launch): disable kaniko builder retry by @TimH98 in https://github.com/wandb/wandb/pull/5318
- fix(sdk): refine error message for auth error by @kptkin in https://github.com/wandb/wandb/pull/5341
- fix(launch): kubernetes runner does not respect override args by @KyleGoyette in https://github.com/wandb/wandb/pull/5303
- fix(sweeps): allow attr-dicts as sweeps configs by @moredatarequired in https://github.com/wandb/wandb/pull/5268
- fix(artifacts): checksum the read-only staging copy instead of the original file by @moredatarequired in https://github.com/wandb/wandb/pull/5346
- fix(launch): skip getting run info if run completes successfully or is from a different entity by @TimH98 in https://github.com/wandb/wandb/pull/5379
- fix(artifacts): default to project "uncategorized" instead of "None" when fetching artifacts by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5375
- fix(integrations): add enabled check to gym VideoRecorder by @younik in https://github.com/wandb/wandb/pull/5230
- fix(artifacts): fix handling of default project and entity by @dmitryduev in https://github.com/wandb/wandb/pull/5395
- fix(sdk): update import_hook.py with latest changes in the wrapt repository by @kptkin in https://github.com/wandb/wandb/pull/5321
- fix(launch): fix support for local urls in k8s launch agent by @KyleGoyette in https://github.com/wandb/wandb/pull/5413
- fix(sdk): improve notebook environment detection and testing by @dmitryduev in https://github.com/wandb/wandb/pull/4982
- fix(sdk): implement recursive isinstance check utility for the Settings object by @dmitryduev in https://github.com/wandb/wandb/pull/5436
- fix(sdk): correctly parse edge cases in OpenMetrics filter definitions in System Monitor by @dmitryduev in https://github.com/wandb/wandb/pull/5329
- fix(sdk): update debug logs to include SDK's version by @kptkin in https://github.com/wandb/wandb/pull/5344
- fix(sdk): filter AWS Trainium metrics by local rank if executed with torchrun by @dmitryduev in https://github.com/wandb/wandb/pull/5142
- fix(integrations): inform users about WandbTracer incompatibility with LangChain > 0.0.153 by @hwchase17 in https://github.com/wandb/wandb/pull/5453

### :books: Docs

- docs(sdk): update README.md by @thanos-wandb in https://github.com/wandb/wandb/pull/5386
- docs(integrations): update docstrings of the Keras callbacks by @ayulockin in https://github.com/wandb/wandb/pull/5198
- docs(sdk): update the images in `README.md` by @ngrayluna in https://github.com/wandb/wandb/pull/5399

## New Contributors

- @szymon-piechowicz-wandb made their first contribution in https://github.com/wandb/wandb/pull/5183
- @thanos-wandb made their first contribution in https://github.com/wandb/wandb/pull/5386
- @brunnelu made their first contribution in https://github.com/wandb/wandb/pull/5301
- @younik made their first contribution in https://github.com/wandb/wandb/pull/5230
- @hwchase17 made their first contribution in https://github.com/wandb/wandb/pull/5453

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.15.0...v0.15.1

## 0.15.0 (April 19, 2023)

### :magic_wand: Enhancements

- feat(media): add support for LangChain media type by @tssweeney in https://github.com/wandb/wandb/pull/5288
- feat(integrations): add autolog for OpenAI's python library by @dmitryduev @parambharat @kptkin @raubitsj in https://github.com/wandb/wandb/pull/5362

### :hammer: Fixes

- fix(integrations): add function signature wrapper to the patched openai methods by @parambharat in https://github.com/wandb/wandb/pull/5369
- fix(integrations): adjust OpenAI autolog public API to improve user experience by @dmitryduev @kptkin @raubitsj in https://github.com/wandb/wandb/pull/5381

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.14.2...v0.15.0

## 0.14.2 (April 7, 2023)

### :hammer: Fixes

- fix(sdk): fix `wandb sync` regression by @kptkin in https://github.com/wandb/wandb/pull/5306

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.14.1...v0.14.2

## 0.14.1 (April 5, 2023)

### :magic_wand: Enhancements

- feat(artifacts): improve run.log_artifact() with default type and path references by @moredatarequired in https://github.com/wandb/wandb/pull/5131
- feat(artifacts): add opt-in support for async artifact upload by @speezepearson in https://github.com/wandb/wandb/pull/4864
- perf(sdk): update summary for changed keys only by @dmitryduev in https://github.com/wandb/wandb/pull/5150
- feat(sdk): use a persistent session object for GraphQL requests by @moredatarequired in https://github.com/wandb/wandb/pull/5075
- feat(sdk): allow setting of extra headers for the gql client by @dmitryduev in https://github.com/wandb/wandb/pull/5237
- feat(sdk): allow filtering metrics based on OpenMetrics endpoints by @dmitryduev in https://github.com/wandb/wandb/pull/5282

### :hammer: Fixes

- fix(artifacts): more informative message when failing to create staging artifact directory by @moredatarequired in https://github.com/wandb/wandb/pull/5067
- fix(launch): set default value for Kubernetes backoffLimit to 0 by @KyleGoyette in https://github.com/wandb/wandb/pull/5072
- fix(sdk): remove default sorting when dumping config into a yaml file by @kptkin in https://github.com/wandb/wandb/pull/5127
- fix(media): fix encoding for html types on windows by @kptkin in https://github.com/wandb/wandb/pull/5180
- fix(sdk): clean up auto resume state when initializing a new run by @kptkin in https://github.com/wandb/wandb/pull/5184
- fix(sdk): harden `wandb.init()` error handling for backend errors by @kptkin in https://github.com/wandb/wandb/pull/5023
- fix(sdk): fix system monitor shutdown logic by @dmitryduev in https://github.com/wandb/wandb/pull/5227
- fix(launch): allow users to specify pinned versions in requirements.txt by @KyleGoyette in https://github.com/wandb/wandb/pull/5226
- fix(sdk): make `wandb.log()` handle empty string values properly by @dannygoldstein in https://github.com/wandb/wandb/pull/5275
- fix(sdk): raise exception when accessing methods and attributes of a finished run by @kptkin in https://github.com/wandb/wandb/pull/5013

### :books: Docs

- docs(launch): add documentation for launch by @iveksl2 in https://github.com/wandb/wandb/pull/4596
- docs(sdk): add documentation for Object3D media type by @ssisk in https://github.com/wandb/wandb/pull/4810
- docs(sdk): remove duplicate docstring in keras integration by @Gladiator07 in https://github.com/wandb/wandb/pull/5289
- docs(artifacts): convert docstrings to Google convention by @moredatarequired in https://github.com/wandb/wandb/pull/5276

### :nail_care: Cleanup

- refactor(artifacts): use 'secrets' module instead of custom random token generator by @moredatarequired in https://github.com/wandb/wandb/pull/5050
- refactor(artifacts): move \_manifest_json_from_proto to sender.py by @moredatarequired in https://github.com/wandb/wandb/pull/5178

## New Contributors

- @iveksl2 made their first contribution in https://github.com/wandb/wandb/pull/4596
- @Gladiator07 made their first contribution in https://github.com/wandb/wandb/pull/5289

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.14.0...v0.14.1

## 0.14.0 (March 14, 2023)

### :magic_wand: Enhancements

- feat(launch): support cuda base image for launch runs by @KyleGoyette in https://github.com/wandb/wandb/pull/5044
- feat(launch): warn users of which packages failed to install during build process by @KyleGoyette in https://github.com/wandb/wandb/pull/5109
- feat(sdk): add support for importing runs from MLFlow by @andrewtruong in https://github.com/wandb/wandb/pull/4950
- feat(launch): mark queued runs that fail to launch as `FAILED` by @KyleGoyette in https://github.com/wandb/wandb/pull/5129

### :hammer: Fixes

- fix(sdk): temporarily remove local api key validation by @dmitryduev in https://github.com/wandb/wandb/pull/5095
- fix(launch): launch agent gracefully removes thread when it has an exception by @TimH98 in https://github.com/wandb/wandb/pull/5105
- fix(launch): give clear error message when cannot connect to Docker daemon by @TimH98 in https://github.com/wandb/wandb/pull/5092
- fix(launch): launch support for EKS instance roles by @bcsherma in https://github.com/wandb/wandb/pull/5112
- fix(launch): cleaner error messages when launch encounters docker errors and graceful fail by @TimH98 in https://github.com/wandb/wandb/pull/5124
- fix(launch): hash docker images based on job version and dockerfile contents by @KyleGoyette in https://github.com/wandb/wandb/pull/4996
- security(launch): warn when agent is started polling on a team queue by @TimH98 in https://github.com/wandb/wandb/pull/5126
- fix(sdk): add telemetry when syncing tfevents files by @raubitsj in https://github.com/wandb/wandb/pull/5141
- fix(sdk): fix regression preventing run stopping from working by @raubitsj in https://github.com/wandb/wandb/pull/5139
- fix(launch): instruct user how to handle missing kubernetes import when using kubernetes runner or kaniko builder by @TimH98 in https://github.com/wandb/wandb/pull/5138
- fix(launch): hide unsupported launch CLI options by @KyleGoyette in https://github.com/wandb/wandb/pull/5153
- fix(launch): make launch image builder install Pytorch properly with dependencies on different hardware by @bcsherma in https://github.com/wandb/wandb/pull/5147

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.13.11...v0.14.0

## 0.13.11 (March 7, 2023)

### :magic_wand: Enhancements

- feat(launch): improve launch agent logging by @TimH98 in https://github.com/wandb/wandb/pull/4944
- feat(sweeps): sweep run_cap now works for launch sweeps by @gtarpenning in https://github.com/wandb/wandb/pull/4937
- feat(sweeps): launch sweep jobs from image_uri by @gtarpenning in https://github.com/wandb/wandb/pull/4976
- feat(launch): add `num_workers` param to scheduler section in `launch_config` by @gtarpenning in https://github.com/wandb/wandb/pull/5035
- feat(artifacts): raise ArtifactNotLoggedError instead of ValueError by @moredatarequired in https://github.com/wandb/wandb/pull/5026
- feat(launch): launch agent uses thread pool to run jobs by @TimH98 in https://github.com/wandb/wandb/pull/5033
- feat(launch): make runners and builders use Environment & Registry classes by @bcsherma in https://github.com/wandb/wandb/pull/5011
- feat(sdk): add OpenMetrics support for System Metrics by @dmitryduev in https://github.com/wandb/wandb/pull/4899
- feat(sdk): add ability to filter system metrics consumed from OpenMetrics endpoints by @dmitryduev in https://github.com/wandb/wandb/pull/5034
- feat(sdk): add support for gymnasium env monitoring, in addition to gym by @dmitryduev in https://github.com/wandb/wandb/pull/5008
- feat(launch): add `max_scheduler` key to launch agent config by @gtarpenning in https://github.com/wandb/wandb/pull/5057
- feat(integrations): add an integration with `ultralytics` library for YOLOv8 by @parambharat in https://github.com/wandb/wandb/pull/5037

### :hammer: Fixes

- fix(sdk): clean up IPython's widget deprecation warning by @kptkin in https://github.com/wandb/wandb/pull/4912
- fix(sdk): add special Exceptions for the manager logic, when trying to connect to a gone service by @kptkin in https://github.com/wandb/wandb/pull/4890
- fix(sdk): fix issue where global config directory had to be writable to use Api by @KyleGoyette in https://github.com/wandb/wandb/pull/4689
- fix(sdk): make error message during run initialization more actionable and fix uncaught exception by @kptkin in https://github.com/wandb/wandb/pull/4909
- fix(sdk): add deepcopy dunder method to the Run class by @kptkin in https://github.com/wandb/wandb/pull/4891
- fix(launch): remove default to project always in sweep by @gtarpenning in https://github.com/wandb/wandb/pull/4927
- fix(sweeps): error out when trying to create a launch sweep without a job specified by @gtarpenning in https://github.com/wandb/wandb/pull/4938
- fix(launch): mkdir_exists_ok now (again) checks permission on existence by @gtarpenning in https://github.com/wandb/wandb/pull/4936
- fix(launch): only log the received job when launching something sourced from a job by @KyleGoyette in https://github.com/wandb/wandb/pull/4886
- fix(launch): fix issue where queued runs sourced from images would vanish in URI by @KyleGoyette in https://github.com/wandb/wandb/pull/4701
- fix(artifacts): add write permissions to copied artifacts by @moredatarequired in https://github.com/wandb/wandb/pull/4641
- fix(sweeps): improve `queue` argument parsing in `sweep` cli command by @gtarpenning in https://github.com/wandb/wandb/pull/4941
- fix(sdk): when in disable mode don't spin up service by @kptkin in https://github.com/wandb/wandb/pull/4817
- fix(launch): fix support for docker images with user specified entrypoint in local container by @KyleGoyette in https://github.com/wandb/wandb/pull/4887
- fix(artifacts): API - ArtifactFiles no longer errors when accessing an item by @vwrj in https://github.com/wandb/wandb/pull/4896
- fix(sweeps): verify job exists before starting the sweeps scheduler by @gtarpenning in https://github.com/wandb/wandb/pull/4943
- fix(sdk): handle system metrics requiring extra setup and teardown steps by @dmitryduev in https://github.com/wandb/wandb/pull/4964
- fix(sdk): fix a typo in `CONTRIBUTING.md` by @fdsig in https://github.com/wandb/wandb/pull/4984
- fix(sdk): correctly detect notebook name and fix code saving in Colab by @dmitryduev in https://github.com/wandb/wandb/pull/4987
- fix(artifacts): allow up to max_artifacts (fix off by 1 error) by @moredatarequired in https://github.com/wandb/wandb/pull/4991
- fix(sdk): exercise extra caution when starting asset monitoring threads by @dmitryduev in https://github.com/wandb/wandb/pull/5007
- fix(sdk): fix bug where boto3 dependency crashes on import when downl… by @fdsig in https://github.com/wandb/wandb/pull/5018
- fix(sweeps): verify `num_workers` cli arg is valid and default to 8 if not by @gtarpenning in https://github.com/wandb/wandb/pull/5025
- fix(artifacts): fix the file reference added to the verification artifact by @moredatarequired in https://github.com/wandb/wandb/pull/4858
- fix(launch): special handling for sweeps scheduler in agent by @gtarpenning in https://github.com/wandb/wandb/pull/4961
- fix(artifacts): only re-download or overwrite files when there are changes by @moredatarequired in https://github.com/wandb/wandb/pull/5056
- fix(sdk): avoid introspection in offline mode by @kptkin in https://github.com/wandb/wandb/pull/5002
- fix(sdk): topological ordering of `wandb.Settings` by @dmitryduev in https://github.com/wandb/wandb/pull/4022
- fix(sdk): avoid lazy loading for tensorboard patching by @kptkin in https://github.com/wandb/wandb/pull/5079

### :books: Docs

- docs(cli): formatted wandb.apis.public.Run.history docstring by @ngrayluna in https://github.com/wandb/wandb/pull/4973
- docs(sdk): update references to test file locations in documentation by @moredatarequired in https://github.com/wandb/wandb/pull/4875
- docs(sdk): fix docstrings to enable project-wide pydocstyle checks by @moredatarequired in https://github.com/wandb/wandb/pull/5036
- docs(sdk): fix missed docstring lint errors reported by ruff by @moredatarequired in https://github.com/wandb/wandb/pull/5047
- docs(sdk): update links for new docs by @laxels in https://github.com/wandb/wandb/pull/4894
- docs(artifacts): raise ArtifactFinalizedError instead of ValueError by @moredatarequired in https://github.com/wandb/wandb/pull/5061

### :nail_care: Cleanup

- style(sdk): fix bugbear B028 add stacklevel by @kptkin in https://github.com/wandb/wandb/pull/4960
- style(launch): move launch errors closer to the code by @kptkin in https://github.com/wandb/wandb/pull/4995
- style(sdk): move mailbox error closer to the code by @kptkin in https://github.com/wandb/wandb/pull/4997
- style(sdk): add unsupported error type by @kptkin in https://github.com/wandb/wandb/pull/4999
- style(sdk): add support for the ruff linter by @moredatarequired in https://github.com/wandb/wandb/pull/4945
- refactor(sweeps): cosmetic changes for readability by @gtarpenning in https://github.com/wandb/wandb/pull/5021
- refactor(launch): introduce environment and registry abstract classes by @bcsherma in https://github.com/wandb/wandb/pull/4916
- style(launch): fix unused union type in launch agent by @KyleGoyette in https://github.com/wandb/wandb/pull/5041
- refactor(artifacts): remove the artifact from the manifest by @moredatarequired in https://github.com/wandb/wandb/pull/5049
- style(artifacts): enable typechecking for interface.artifacts and add type hints / casts by @moredatarequired in https://github.com/wandb/wandb/pull/5052
- style(sdk): type-annotate `wandb_setup.py` by @dmitryduev in https://github.com/wandb/wandb/pull/4824
- style(sdk): remove unused #noqa directives by @moredatarequired in https://github.com/wandb/wandb/pull/5058
- chore(sdk): disable sentry tracking when testing by @kptkin in https://github.com/wandb/wandb/pull/5019

## New Contributors

- @fdsig made their first contribution in https://github.com/wandb/wandb/pull/4984
- @mrb113 made their first contribution in https://github.com/wandb/wandb/pull/4967
- @parambharat made their first contribution in https://github.com/wandb/wandb/pull/5037

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.13.10...v0.13.11

## 0.13.10 (February 7, 2023)

### :magic_wand: Enhancements

- perf(artifacts): reuse session for file upload requests by @speezepearson in https://github.com/wandb/wandb/pull/4708
- feat(artifacts): expose aliases list endpoint for artifact collections by @ibindlish in https://github.com/wandb/wandb/pull/4809
- feat(launch): include the username of the run's author in the environment variables by @TimH98 in https://github.com/wandb/wandb/pull/4851
- feat(launch): add support for local-container resource args by @KyleGoyette in https://github.com/wandb/wandb/pull/4846
- feat(sdk): add the ability to append to a run with `wandb sync --append` by @raubitsj in https://github.com/wandb/wandb/pull/4848
- feat(launch): add an escape hatch (`disable_job_creation`) to disable automatic job creation by @KyleGoyette in https://github.com/wandb/wandb/pull/4901

### :hammer: Fixes

- fix(launch): remove underscores from generated job name in kubernetes runner by @TimH98 in https://github.com/wandb/wandb/pull/4752
- fix(sweeps): sweep command args can once again be int type by @gtarpenning in https://github.com/wandb/wandb/pull/4728
- fix(artifacts): ensure prepared artifacts have the `latest` alias by @moredatarequired in https://github.com/wandb/wandb/pull/4828
- fix(artifacts): catch FileNotFoundError and PermissionError during cache.cleanup() by @moredatarequired in https://github.com/wandb/wandb/pull/4868
- fix(sdk): fix order of python executable resolves by @kptkin in https://github.com/wandb/wandb/pull/4839
- fix(sdk): fix console handling when forking and setting stdout==stderr by @raubitsj in https://github.com/wandb/wandb/pull/4877
- fix(launch): Fix issue where job artifacts are being logged without latest alias by @KyleGoyette in https://github.com/wandb/wandb/pull/4884
- fix(launch): Ensure job names do not exceed maximum allowable for artifacts by @KyleGoyette in https://github.com/wandb/wandb/pull/4889

### :books: Docs

- docs(sdk): fix broken reference link to W&B Settings page in Sweeps by @ngrayluna in https://github.com/wandb/wandb/pull/4820
- docs(sdk): Docodoile autogen docs by @ngrayluna in https://github.com/wandb/wandb/pull/4734

### :gear: Dev

- test(artifacts): ensure manifest version is verified by @moredatarequired in https://github.com/wandb/wandb/pull/4691
- test(sdk): add tests for custom SSL certs and disabling SSL by @speezepearson in https://github.com/wandb/wandb/pull/4692
- test(sdk): fix nightly docker builds by @dmitryduev in https://github.com/wandb/wandb/pull/4787
- chore(sdk): dont create universal py2/py3 package by @raubitsj in https://github.com/wandb/wandb/pull/4797
- chore(sdk): fix flake8-bugbear B028 and ignore B017 by @kptkin in https://github.com/wandb/wandb/pull/4799
- test(sdk): fix gcloud sdk version requested in nightly tests by @dmitryduev in https://github.com/wandb/wandb/pull/4802
- chore(artifacts): remove unused parameters in StorageHandler.load\_{path,file,reference} by @moredatarequired in https://github.com/wandb/wandb/pull/4678
- chore(sdk): split unit tests to system tests and proper unit tests by @kptkin in https://github.com/wandb/wandb/pull/4811
- test(sdk): address fixture server move from port 9010 to 9015 in local-testcontainer by @dmitryduev in https://github.com/wandb/wandb/pull/4814
- chore(sdk): add aliases to ac query response by @ibindlish in https://github.com/wandb/wandb/pull/4813
- test(sdk): run regression suite nightly by @dmitryduev in https://github.com/wandb/wandb/pull/4788
- test(sdk): fix broken lightning test by @kptkin in https://github.com/wandb/wandb/pull/4823
- chore(sdk): enable type checking for wandb_init.py by @dmitryduev in https://github.com/wandb/wandb/pull/4784
- chore(launch): deprecate defaulting to default queue in launch-agent command by @gtarpenning in https://github.com/wandb/wandb/pull/4801
- test(launch): add unit test for kubernetes runner with annotations by @TimH98 in https://github.com/wandb/wandb/pull/4800
- test(integrations): fix train_gpu_ddp test by @dmitryduev in https://github.com/wandb/wandb/pull/4831
- chore(sdk): fix docker testimage to pull amd64 version by @raubitsj in https://github.com/wandb/wandb/pull/4838
- chore(sdk): fix codeowners after test restructure by @raubitsj in https://github.com/wandb/wandb/pull/4843
- test(sdk): fix md5 test failures on Windows by @moredatarequired in https://github.com/wandb/wandb/pull/4840
- chore(sdk): split out relay server so it can be shared with yea-wandb by @raubitsj in https://github.com/wandb/wandb/pull/4837
- chore(sdk): fix a flake8 complaint in a test by @speezepearson in https://github.com/wandb/wandb/pull/4806
- test(integrations): fix several import tests by @dmitryduev in https://github.com/wandb/wandb/pull/4849
- test(sdk): don't use symlinks for SSL test assets, because Windows by @speezepearson in https://github.com/wandb/wandb/pull/4847
- test(sdk): add unit tests for filesync.Stats by @speezepearson in https://github.com/wandb/wandb/pull/4855
- chore(sdk): add async retry logic by @speezepearson in https://github.com/wandb/wandb/pull/4738
- test(artifacts): strengthen tests for ArtifactSaver, StepUpload by @speezepearson in https://github.com/wandb/wandb/pull/4808
- chore(launch): Agent logs full stack trace when catching exception by @TimH98 in https://github.com/wandb/wandb/pull/4861
- chore(sdk): swallow warning printed by neuron-ls by @dmitryduev in https://github.com/wandb/wandb/pull/4835
- build(sdk): pin pip and tox in development environments by @moredatarequired in https://github.com/wandb/wandb/pull/4871

### :nail_care: Cleanup

- refactor(sdk): strengthen StepUpload tests; make exception-handling more thorough in upload/commit by @speezepearson in https://github.com/wandb/wandb/pull/4677
- refactor(artifacts): refactor Artifact query to fetch entity and project by @vwrj in https://github.com/wandb/wandb/pull/4775
- refactor(sdk): replace more communicate calls with deliver by @raubitsj in https://github.com/wandb/wandb/pull/4841
- refactor(artifacts): internally use Future to communicate success/failure of commit, not threading.Event by @speezepearson in https://github.com/wandb/wandb/pull/4859
- refactor(sdk): use stdlib ThreadPoolExecutor in StepUpload instead of managing our own by @speezepearson in https://github.com/wandb/wandb/pull/4860

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.13.9...v0.13.10

## 0.13.9 (January 11, 2023)

### :hammer: Fixes

- fix(sdk): exercise extra caution when checking if AWS Trainium is available in the system by @dmitryduev in https://github.com/wandb/wandb/pull/4769
- fix(sdk): restore 'util.generate_id' for legacy / user code by @moredatarequired in https://github.com/wandb/wandb/pull/4776
- fix(sdk): replace `release` with `abandon` when releasing mailbox handle during init by @kptkin in https://github.com/wandb/wandb/pull/4766

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.13.8...v0.13.9

## 0.13.8 (January 10, 2023)

### :magic_wand: Enhancements

- feat(artifacts): keep uncommitted uploads in separate staging area by @moredatarequired in https://github.com/wandb/wandb/pull/4505
- perf(sdk): improve file descriptor management by @dmitryduev in https://github.com/wandb/wandb/pull/4617
- feat(launch): default to using model-registry project for agent and launch_add by @KyleGoyette in https://github.com/wandb/wandb/pull/4613
- feat(sdk): add `exist_ok=False` to `file.download()` by @janosh in https://github.com/wandb/wandb/pull/4564
- feat(launch): auto create job artifacts from runs with required ingredients by @KyleGoyette in https://github.com/wandb/wandb/pull/4660
- feat(sdk): add generalized response injection pattern for tests by @kptkin in https://github.com/wandb/wandb/pull/4729
- perf(sdk): replace multiprocessing.Queue's with queue.Queue's by @dmitryduev in https://github.com/wandb/wandb/pull/4672
- feat(sdk): use transaction log to cap memory usage by @raubitsj in https://github.com/wandb/wandb/pull/4724
- feat(integrations): support system metrics for AWS Trainium by @dmitryduev in https://github.com/wandb/wandb/pull/4671

### :hammer: Fixes

- fix(sdk): correct the type hint for wandb.run by @edwag in https://github.com/wandb/wandb/pull/4585
- fix(sdk): resume collecting system metrics on object restart by @dmitryduev in https://github.com/wandb/wandb/pull/4572
- fix(launch): fix env handling and node_selector handling by @KyleGoyette in https://github.com/wandb/wandb/pull/4555
- fix(public-api): fix Job.call() using the wrong keyword (queue vs queue_name) when calling launch_add. by @TimH98 in https://github.com/wandb/wandb/pull/4625
- fix(sweeps): sweeps schedulers handles multi word parameters by @gtarpenning in https://github.com/wandb/wandb/pull/4640
- fix(launch): allow spaces in requirements file, remove duplicate wandb bootstrap file by @TimH98 in https://github.com/wandb/wandb/pull/4647
- fix(artifacts): correctly handle url-encoded local file references. by @moredatarequired in https://github.com/wandb/wandb/pull/4665
- fix(artifacts): get digest directly instead of from the manifests' manifest by @moredatarequired in https://github.com/wandb/wandb/pull/4681
- fix(artifacts): artifact.version should be the version index from the associated collection by @vwrj in https://github.com/wandb/wandb/pull/4486
- fix(sdk): remove duplicate generate_id functions, replace shortuuid with secrets by @moredatarequired in https://github.com/wandb/wandb/pull/4676
- fix(integrations): fix type check for jax.Array introduced in jax==0.4.1 by @dmitryduev in https://github.com/wandb/wandb/pull/4718
- fix(sdk): fix hang after failed wandb.init (add cancel) by @raubitsj in https://github.com/wandb/wandb/pull/4405
- fix(sdk): allow users to provide path to custom executables by @kptkin in https://github.com/wandb/wandb/pull/4604
- fix(sdk): fix TypeError when trying to slice a Paginator object by @janosh in https://github.com/wandb/wandb/pull/4575
- fix(integrations): add `AttributeError` to the list of handled exceptions when saving a keras model by @froody in https://github.com/wandb/wandb/pull/4732
- fix(launch): remove args from jobs by @KyleGoyette in https://github.com/wandb/wandb/pull/4750

### :books: Docs

- docs(sweeps): fix typo in docs by @gtarpenning in https://github.com/wandb/wandb/pull/4627
- docs(sdk): fix typo in docstring for data_types.Objects3D by @ngrayluna in https://github.com/wandb/wandb/pull/4543
- docs(sdk): remove less than, greater than characters from dosctrings… by @ngrayluna in https://github.com/wandb/wandb/pull/4687
- docs(sdk): update SECURITY.md by @dmitryduev in https://github.com/wandb/wandb/pull/4616
- docs(sdk): Update README.md by @ngrayluna in https://github.com/wandb/wandb/pull/4468

### :gear: Dev

- test(sdk): update t2_fix_error_cond_feature_importances to install scikit-learn by @dmitryduev in https://github.com/wandb/wandb/pull/4573
- chore(sdk): update base Docker images for nightly testing by @dmitryduev in https://github.com/wandb/wandb/pull/4566
- chore(sdk): change sklearn to scikit-learn in functional sacred test by @dmitryduev in https://github.com/wandb/wandb/pull/4577
- chore(launch): add error check for `--build` when resource=local-process by @gtarpenning in https://github.com/wandb/wandb/pull/4513
- chore(sweeps): update scheduler and agent resource handling to allow DRC override by @gtarpenning in https://github.com/wandb/wandb/pull/4480
- chore(sdk): require sdk-team review for adding or removing high-level… by @dmitryduev in https://github.com/wandb/wandb/pull/4594
- chore(launch): remove requirement to make target project match queue by @KyleGoyette in https://github.com/wandb/wandb/pull/4612
- chore(sdk): enhance nightly cloud testing process by @dmitryduev in https://github.com/wandb/wandb/pull/4602
- chore(sdk): update pull request template by @raubitsj in https://github.com/wandb/wandb/pull/4633
- chore(launch): return updated runSpec after pushToRunQueue query by @gtarpenning in https://github.com/wandb/wandb/pull/4516
- chore(launch): fix for run spec handling in sdk by @gtarpenning in https://github.com/wandb/wandb/pull/4636
- chore(sdk): remove test dependency on old fastparquet package by @raubitsj in https://github.com/wandb/wandb/pull/4656
- test(artifacts): fix dtype np.float (does not exist), set to python float by @moredatarequired in https://github.com/wandb/wandb/pull/4661
- chore(sdk): correct 'exclude' to 'ignore-paths' in .pylintrc by @moredatarequired in https://github.com/wandb/wandb/pull/4659
- chore(sdk): use pytest tmp_path so we can inspect failures by @raubitsj in https://github.com/wandb/wandb/pull/4664
- chore(launch): reset build command after building by @gtarpenning in https://github.com/wandb/wandb/pull/4626
- ci(sdk): rerun flaking tests in CI with pytest-rerunfailures by @dmitryduev in https://github.com/wandb/wandb/pull/4430
- chore(sdk): remove dead code from filesync logic by @speezepearson in https://github.com/wandb/wandb/pull/4638
- chore(sdk): remove unused fields from a filesync message by @speezepearson in https://github.com/wandb/wandb/pull/4662
- chore(sdk): refactor retry logic to use globals instead of dependency-injecting them by @speezepearson in https://github.com/wandb/wandb/pull/4588
- test(sdk): add unit tests for filesync.StepUpload by @speezepearson in https://github.com/wandb/wandb/pull/4652
- test(sdk): add tests for Api.upload_file_retry by @speezepearson in https://github.com/wandb/wandb/pull/4639
- chore(launch): remove fallback resource when not specified for a queue by @gtarpenning in https://github.com/wandb/wandb/pull/4637
- test(artifacts): improve storage handler test coverage by @moredatarequired in https://github.com/wandb/wandb/pull/4674
- test(integrations): fix import tests by @dmitryduev in https://github.com/wandb/wandb/pull/4690
- chore(sdk): make MetricsMonitor less verbose on errors by @dmitryduev in https://github.com/wandb/wandb/pull/4618
- test(sdk): address fixture server move from port 9003 to 9010 in local-testcontainer by @dmitryduev in https://github.com/wandb/wandb/pull/4716
- chore(sdk): vendor promise==2.3.0 to unequivocally rm six dependency by @dmitryduev in https://github.com/wandb/wandb/pull/4622
- chore(artifacts): allow setting artifact cache dir in wandb.init(...) by @dmitryduev in https://github.com/wandb/wandb/pull/3644
- test(sdk): temporary lower network buffer for testing by @raubitsj in https://github.com/wandb/wandb/pull/4737
- chore(sdk): add telemetry if the user running in pex environment by @kptkin in https://github.com/wandb/wandb/pull/4747
- chore(sdk): add more flow control telemetry by @raubitsj in https://github.com/wandb/wandb/pull/4739
- chore(sdk): add settings and debug for service startup issues (wait_for_ports) by @raubitsj in https://github.com/wandb/wandb/pull/4749
- test(sdk): fix AWS Trainium test by @dmitryduev in https://github.com/wandb/wandb/pull/4753
- chore(sdk): fix status checker thread issue when user process exits without finish() by @raubitsj in https://github.com/wandb/wandb/pull/4761
- chore(sdk): add telemetry for service disabled usage by @kptkin in https://github.com/wandb/wandb/pull/4762

### :nail_care: Cleanup

- style(sdk): use the same syntax whenever raising exceptions by @moredatarequired in https://github.com/wandb/wandb/pull/4559
- refactor(sdk): combine \_safe_mkdirs with mkdir_exist_ok by @moredatarequired in https://github.com/wandb/wandb/pull/4650
- refactor(artifacts): use a pytest fixture for the artifact cache by @moredatarequired in https://github.com/wandb/wandb/pull/4648
- refactor(artifacts): use ArtifactEntry directly instead of subclassing by @moredatarequired in https://github.com/wandb/wandb/pull/4649
- refactor(artifacts): consolidate hash utilities into lib.hashutil by @moredatarequired in https://github.com/wandb/wandb/pull/4525
- style(public-api): format public file with proper formatting by @kptkin in https://github.com/wandb/wandb/pull/4697
- chore(sdk): install tox into proper env in dev env setup tool by @dmitryduev in https://github.com/wandb/wandb/pull/4318
- refactor(sdk): clean up the init and run logic by @kptkin in https://github.com/wandb/wandb/pull/4730

## New Contributors

- @edwag made their first contribution in https://github.com/wandb/wandb/pull/4585
- @TimH98 made their first contribution in https://github.com/wandb/wandb/pull/4625
- @froody made their first contribution in https://github.com/wandb/wandb/pull/4732

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.13.7...v0.13.8

## 0.13.7 (December 14, 2022)

### :hammer: Fixes

- revert(artifacts): revert `Circular reference detected` change to resolve `Object of type Tensor is not JSON serializable` by @raubitsj in https://github.com/wandb/wandb/pull/4629

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.13.6...v0.13.7

## 0.13.6 (December 6, 2022)

### :magic_wand: Enhancements

- feat(sweeps): add `Sweep.expected_run_count` to public Api by @gtarpenning in https://github.com/wandb/wandb/pull/4434
- feat(launch): support volume mounts and security contexts in kubernetes runner by @KyleGoyette in https://github.com/wandb/wandb/pull/4475
- feat(launch): add a new `--build` flag for building and then pushing the image to a queue by @gtarpenning in https://github.com/wandb/wandb/pull/4061
- feat(integrations): add ability to log learning rate using WandbMetricsLogger by @soumik12345 in https://github.com/wandb/wandb/pull/4391
- feat(sdk): improve Report API in preparation for GA by @andrewtruong in https://github.com/wandb/wandb/pull/4499

### :hammer: Fixes

- fix(artifacts): add filter for `artifact_version` to only retrieve committed artifacts by @estellazx in https://github.com/wandb/wandb/pull/4401
- fix(cli): deflake `wandb verify` by @vanpelt in https://github.com/wandb/wandb/pull/4438
- fix(launch): fix the type of the override args passed through to a LaunchProject from a Job by @KyleGoyette in https://github.com/wandb/wandb/pull/4416
- fix(launch): remove extra colon from log prefix by @jamie-rasmussen in https://github.com/wandb/wandb/pull/4450
- fix(sdk): add support for service running in a pex based environment by @kptkin in https://github.com/wandb/wandb/pull/4440
- fix(sdk): fix probing static IPU info by @dmitryduev in https://github.com/wandb/wandb/pull/4464
- fix(public-api): change `artifactSequence` to `artifactCollection` in public GQL requests by @tssweeney in https://github.com/wandb/wandb/pull/4531
- fix(integrations): fix TF compatibility issues with `WandbModelCheckpoint` by @soumik12345 in https://github.com/wandb/wandb/pull/4432
- fix(integrations): make Keras WandbCallback compatible with TF version >= 2.11.0 by @ayulockin in https://github.com/wandb/wandb/pull/4533
- fix(integrations): update gym integration to match last version by @younik in https://github.com/wandb/wandb/pull/4571
- fix(sdk): harden internal thread management in SystemMetrics by @dmitryduev in https://github.com/wandb/wandb/pull/4439

### :books: Docs

- docs(sdk): remove non-existent argument `table_key` from `plot_table()` doc string by @janosh in https://github.com/wandb/wandb/pull/4495
- docs(artifacts): correct parameter name in docstring example by @ngrayluna in https://github.com/wandb/wandb/pull/4528

### :gear: Dev

- chore(launch): improved git fetch time by specifying a `refspec` and `depth=1` by @gtarpenning in https://github.com/wandb/wandb/pull/4459
- chore(sdk): fix linguist rule to ignore grpc generated files by @raubitsj in https://github.com/wandb/wandb/pull/4470
- chore(launch): new shard for launch tests by @gtarpenning in https://github.com/wandb/wandb/pull/4427
- chore(public-api): upgrade Node 12 based GitHub Actions by @moredatarequired in https://github.com/wandb/wandb/pull/4506
- test(artifacts): skip flaky `artifact_metadata_save` test by @speezepearson in https://github.com/wandb/wandb/pull/4463
- test(artifacts): replace sleeps with flush when waiting on a file to write by @moredatarequired in https://github.com/wandb/wandb/pull/4523
- test(artifacts): use `tmp_path` fixture instead of writing local files during tests by @moredatarequired in https://github.com/wandb/wandb/pull/4521
- chore(launch): fix broken queue test by @gtarpenning in https://github.com/wandb/wandb/pull/4548
- test(artifacts): `skip` instead of `xfail` for test `test_artifact_metadata_save` by @speezepearson in https://github.com/wandb/wandb/pull/4550
- test(sdk): add many tests for InternalApi.upload_file by @speezepearson in https://github.com/wandb/wandb/pull/4539
- chore(artifacts): add artifact Sequence fallback for older servers by @tssweeney in https://github.com/wandb/wandb/pull/4565
- test(sdk): make protobuf version requirements more granular by @dmitryduev in https://github.com/wandb/wandb/pull/4479

### :nail_care: Cleanup

- fix(artifacts): when committing artifacts, don't retry 409 Conflict errors by @speezepearson in https://github.com/wandb/wandb/pull/4260
- refactor(artifacts): add programmatic alias addition/removal from SDK on artifacts by @vwrj in https://github.com/wandb/wandb/pull/4429
- fix(integrations): remove `wandb.sklearn.plot_decision_boundaries` that contains dead logic by @kptkin in https://github.com/wandb/wandb/pull/4348
- chore(sdk): adds an option to force pull the latest version of a test dev-container image by @kptkin in https://github.com/wandb/wandb/pull/4352
- feat(launch): noop builder by @KyleGoyette in https://github.com/wandb/wandb/pull/4275
- refactor(launch): remove unused attribute by @jamie-rasmussen in https://github.com/wandb/wandb/pull/4497
- style(sdk): update `mypy` to 0.991 by @dmitryduev in https://github.com/wandb/wandb/pull/4546
- refactor(launch): add more robust uri parsing by @jamie-rasmussen in https://github.com/wandb/wandb/pull/4498
- style(sdk): turn on linting for internal_api.py by @speezepearson in https://github.com/wandb/wandb/pull/4545
- build(sdk): remove dependency on six by modifying vendored libs by @dmitryduev in https://github.com/wandb/wandb/pull/4280

## New Contributors

- @moredatarequired made their first contribution in https://github.com/wandb/wandb/pull/4508
- @soumik12345 made their first contribution in https://github.com/wandb/wandb/pull/4391
- @younik made their first contribution in https://github.com/wandb/wandb/pull/4571

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.13.5...v0.13.6

## 0.13.5 (November 3, 2022)

### :magic_wand: Enhancements

- feat(artifacts): add an option to upload image references by @estellazx in https://github.com/wandb/wandb/pull/4303

### :hammer: Fixes

- fix(launch): generate more readable image names by @jamie-rasmussen in https://github.com/wandb/wandb/pull/4379
- fix(artifacts): use hash(`etag`+`url`) instead of just `etag`, as key, in artifacts cache by @speezepearson in https://github.com/wandb/wandb/pull/4371
- fix(artifacts): wait for artifact to commit before telling the user it's ready when using `wandb artifact put` by @speezepearson in https://github.com/wandb/wandb/pull/4381
- fix(sdk): prefix vendor watchdog library by @raubitsj in https://github.com/wandb/wandb/pull/4389
- fix(artifacts): fix `Circular reference detected` error, when updating metadata with numpy array longer than 32 elements by @estellazx in https://github.com/wandb/wandb/pull/4221
- fix(integrations): add a random string to run_id on SageMaker not to break DDP mode by @dmitryduev in https://github.com/wandb/wandb/pull/4276

### :gear: Dev

- ci(sdk): make sure we dont shutdown test cluster before grabbing results by @raubitsj in https://github.com/wandb/wandb/pull/4361
- test(artifacts): add standalone artifact test to nightly cpu suite by @raubitsj in https://github.com/wandb/wandb/pull/4360
- chore(sdk): rename default branch to `main` by @raubitsj in https://github.com/wandb/wandb/pull/4374
- build(sdk): update mypy extension for protobuf type checking by @dmitryduev in https://github.com/wandb/wandb/pull/4392
- chore(sdk): update codeql-analysis.yml branch name by @zythosec in https://github.com/wandb/wandb/pull/4393
- ci(sdk): move functional import tests to nightly and expand python version coverage by @dmitryduev in https://github.com/wandb/wandb/pull/4395
- ci(sdk): add Slack notification for failed nightly import tests by @dmitryduev in https://github.com/wandb/wandb/pull/4403
- test(cli): fix broken CLI tests that attempt uploading non-existent artifacts by @dmitryduev in https://github.com/wandb/wandb/pull/4426

### :nail_care: Cleanup

- fix(launch): job creation through use_artifact instead of log_artifact by @KyleGoyette in https://github.com/wandb/wandb/pull/4337
- ci(sdk): add a GH action to automate parts of the release process by @dmitryduev in https://github.com/wandb/wandb/pull/4355
- fix(media): 3D Point Clouds now viewable in UI in all situations by @ssisk in https://github.com/wandb/wandb/pull/4353
- fix(launch): Git URLs were failing if fsmonitor is enabled by @jamie-rasmussen in https://github.com/wandb/wandb/pull/4333
- style(sdk): ignore new proto generated file directories by @raubitsj in https://github.com/wandb/wandb/pull/4354
- chore(launch): fix a bug preventing Run Queue deletion in the SDK by @gtarpenning in https://github.com/wandb/wandb/pull/4321
- chore(launch): add support for `pushToRunQueueByName` mutation by @gtarpenning in https://github.com/wandb/wandb/pull/4292
- refactor(sdk): refactor system metrics monitoring and probing by @dmitryduev in https://github.com/wandb/wandb/pull/4213
- style(sdk): fix gitattribute for protobuf generated files by @raubitsj in https://github.com/wandb/wandb/pull/4400

## New Contributors

- @ssisk made their first contribution in https://github.com/wandb/wandb/pull/4353

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.13.4...v0.13.5

## 0.13.4 (October 5, 2022)

### :magic_wand: Enhancements

- feat(launch): show entity and project in k8s job names by @KyleGoyette in https://github.com/wandb/wandb/pull/4216
- feat(sweeps): add environment variable sweep command macro by @hu-po in https://github.com/wandb/wandb/pull/4200
- feat(media): add `from_*` constructors and scene camera and bounding box confidence scores to `Object3D` data type by @dmitryduev in https://github.com/wandb/wandb/pull/4319
- feat(artifacts): add simple progress indicator for artifact downloads by @speezepearson in https://github.com/wandb/wandb/pull/4255
- feat(integrations): add `WandbMetricsLogger` callback - a `Keras` dedicated metrics logger callback by @ayulockin in https://github.com/wandb/wandb/pull/4244
- feat(integrations): add `WandbModelCheckpoint` callback - a `Keras` model checkpointing callback by @ayulockin in https://github.com/wandb/wandb/pull/4245
- feat(integrations): add `WandbEvalCallback` callback - a `Keras` callback for logging model predictions as W&B tables by @ayulockin in https://github.com/wandb/wandb/pull/4302

### :hammer: Fixes

- fix(launch): cast agent's config max_jobs attribute to integer by @KyleGoyette in https://github.com/wandb/wandb/pull/4262
- fix(cli): correct the displayed path to the `debug-cli.log` (debug log) by @jamie-rasmussen in https://github.com/wandb/wandb/pull/4271
- fix(artifacts): catch retry-able request timeout when uploading artifacts to AWS by @nickpenaranda in https://github.com/wandb/wandb/pull/4304
- fix(sdk): improve user feedback for long running calls: summary, finish by @raubitsj in https://github.com/wandb/wandb/pull/4169
- fix(integrations): fix RuntimeError when using `keras.WandbCallback` with `tf.MirroredStrategy` by @ayulockin in https://github.com/wandb/wandb/pull/4310

### :gear: Dev

- ci(sdk): add code analysis/scanning with `codeql` by @dmitryduev in https://github.com/wandb/wandb/pull/4250
- ci(sdk): validate PR titles to ensure compliance with Conventional Commits guidelines by @dmitryduev in https://github.com/wandb/wandb/pull/4268
- chore(launch): harden launch by pining the build versions of `kaniko` and `launch-agent-dev` by @KyleGoyette in https://github.com/wandb/wandb/pull/4194
- test(sdk): add telemetry for the `mmengine` package by @manangoel99 in https://github.com/wandb/wandb/pull/4273
- chore(sdk): add the `build` type to our conventional commits setup by @dmitryduev in https://github.com/wandb/wandb/pull/4282
- test(sdk): add `tensorflow_datasets` requirement to `imports12` shard by @dmitryduev in https://github.com/wandb/wandb/pull/4316
- test(integrations): fix sb3 test by pinning upstream requirement by @dmitryduev in https://github.com/wandb/wandb/pull/4346
- build(sdk): make the SDK compatible with protobuf v4 by @dmitryduev in https://github.com/wandb/wandb/pull/4279
- chore(sdk): fix flake8 output coloring by @dmitryduev in https://github.com/wandb/wandb/pull/4347
- test(artifacts): fix artifact reference test asset directory by @raubitsj in https://github.com/wandb/wandb/pull/4350

### :nail_care: Cleanup

- style(sdk): fix type hint for `filters` argument in `public_api.runs` by @epwalsh in https://github.com/wandb/wandb/pull/4256
- style(artifacts): improve type annotations around artifact-file-creation by @speezepearson in https://github.com/wandb/wandb/pull/4259
- style(sdk): improve type annotations and VSCode config for public API by @speezepearson in https://github.com/wandb/wandb/pull/4252
- style(sdk): make type annotations more easily navigable in VSCode by @speezepearson in https://github.com/wandb/wandb/pull/4005
- style(artifacts): introduce str NewTypes and use them for various Artifact fields by @speezepearson in https://github.com/wandb/wandb/pull/4326
- style(artifacts): add type annotations to get better IDE hints for boto3 usage by @speezepearson in https://github.com/wandb/wandb/pull/4338

## New Contributors

- @epwalsh made their first contribution in https://github.com/wandb/wandb/pull/4256
- @mjvanderboon made their first contribution in https://github.com/wandb/wandb/pull/4309
- @jamie-rasmussen made their first contribution in https://github.com/wandb/wandb/pull/4271
- @nickpenaranda made their first contribution in https://github.com/wandb/wandb/pull/4304

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.13.3...v0.13.4

## 0.13.3 (September 8, 2022)

#### :nail_care: Enhancement

- Adds `raytune` examples / tests by @raubitsj in https://github.com/wandb/wandb/pull/4053
- Refactors `pytest` unit tests to run against real `wandb server` by @kptkin in https://github.com/wandb/wandb/pull/4066
- Adds Launch `kubernetes` support of taints and tolerations by @KyleGoyette in https://github.com/wandb/wandb/pull/4086
- Adds Sweeps on Launch on Kubernetes by @hu-po in https://github.com/wandb/wandb/pull/4035
- Adds parallelism to functional testing by @raubitsj in https://github.com/wandb/wandb/pull/4096
- Upgrades `mypy` to version `0.971` by @dmitryduev in https://github.com/wandb/wandb/pull/3952
- Adds Mailbox async internal process communication by @raubitsj in https://github.com/wandb/wandb/pull/3568
- Implements searching launch job in sweep config by @hu-po in https://github.com/wandb/wandb/pull/4120
- Improves performance when sending large messages by @raubitsj in https://github.com/wandb/wandb/pull/4119
- Vendors the latest `nvidia-ml-py-11.515.48` by @dmitryduev in https://github.com/wandb/wandb/pull/4109
- Improves performance by increase recv size on service socket by @raubitsj in https://github.com/wandb/wandb/pull/4122
- Adds isort support with black profile by @kptkin in https://github.com/wandb/wandb/pull/4136
- Implements pushing test-results to CircleCI for nightly tests by @raubitsj in https://github.com/wandb/wandb/pull/4153
- Adds debug mode for `pytest` unit tests by @dmitryduev in https://github.com/wandb/wandb/pull/4145
- Adds support for arguments in Launch Jobs by @KyleGoyette in https://github.com/wandb/wandb/pull/4129
- Adds FetchRunQueueItemById query by @gtarpenning in https://github.com/wandb/wandb/pull/4106
- Adds telemetry for keras-cv by @manangoel99 in https://github.com/wandb/wandb/pull/4196
- Adds sentry session tracking by @raubitsj in https://github.com/wandb/wandb/pull/4157
- Adds the ability to log artifact while linking to registered model by @ibindlish in https://github.com/wandb/wandb/pull/4233

#### :broom: Cleanup

- Breaks gradient and parameters hooks by @kptkin in https://github.com/wandb/wandb/pull/3509
- Adds explicit error message for double uri/docker-image by @gtarpenning in https://github.com/wandb/wandb/pull/4069
- Tests that the wandb_init fixture args are in sync with wandb.init() by @dmitryduev in https://github.com/wandb/wandb/pull/4079
- Upgrades the GKE cluster used for nightly tests to `n1-standard-8` by @dmitryduev in https://github.com/wandb/wandb/pull/4065
- Moves service teardown to the end of tests by @kptkin in https://github.com/wandb/wandb/pull/4083
- Reduce the `pytest` job parallelism from 10 to 6 by @kptkin in https://github.com/wandb/wandb/pull/4085
- Removes service user doc by @kptkin in https://github.com/wandb/wandb/pull/4088
- Move `_timestamp` logic to the internal process by @kptkin in https://github.com/wandb/wandb/pull/4087
- Adds Launch `gitversion` error message by @gtarpenning in https://github.com/wandb/wandb/pull/4028
- Updates KFP machine VM image in CircleCI by @dmitryduev in https://github.com/wandb/wandb/pull/4094
- Upgrades sweeps to latest version by @hu-po in https://github.com/wandb/wandb/pull/4104
- Implements Sweep scheduler cleanup and better tests by @hu-po in https://github.com/wandb/wandb/pull/4100
- Adds a requirement for the sdk-team to approve API changes by @raubitsj in https://github.com/wandb/wandb/pull/4128
- Adds additional time for artifact commit by @raubitsj in https://github.com/wandb/wandb/pull/4133
- Implements tox configuration with dynamic resolution by @kptkin in https://github.com/wandb/wandb/pull/4138
- Removes `buildx` version pin for nightly builds by @dmitryduev in https://github.com/wandb/wandb/pull/4144
- Moves Launch run configs from entrypoint into params by @hu-po in https://github.com/wandb/wandb/pull/4164
- Removes Slack orb usage from Win job on CircleCI by @dmitryduev in https://github.com/wandb/wandb/pull/4171
- Adds heartbeat parsing for Launch run args using legacy agent by @hu-po in https://github.com/wandb/wandb/pull/4180
- Add better error handling when tearing down service by @kptkin in https://github.com/wandb/wandb/pull/4161
- Cleans up Launch job creation pipeline by @KyleGoyette in https://github.com/wandb/wandb/pull/4183
- Adds detail to error message when uploading an artifact with the wrong type by @speezepearson in https://github.com/wandb/wandb/pull/4184
- Adds optional timeout parameter to artifacts wait() by @estellazx in https://github.com/wandb/wandb/pull/4181
- Sanitizes numpy generics in keys by @raubitsj in https://github.com/wandb/wandb/pull/4146
- Removes reassignment of run function in public api by @martinabeleda in https://github.com/wandb/wandb/pull/4115
- Makes pulling sweeps optional when using public api to query for runs by @kptkin in https://github.com/wandb/wandb/pull/4186
- Updates ref docs for `wandb.init` to give more info on special characters by @scottire in https://github.com/wandb/wandb/pull/4191

#### :bug: Bug Fix

- Fixes Sweeps on Launch Jobs requirement by @hu-po in https://github.com/wandb/wandb/pull/3947
- Fixes Artifact metadata JSON-encoding to accept more types by @speezepearson in https://github.com/wandb/wandb/pull/4038
- Adjusts `root_dir` setting processing logic by @dmitryduev in https://github.com/wandb/wandb/pull/4049
- Prevents run.log() from mutating passed in arguments by @kptkin in https://github.com/wandb/wandb/pull/4058
- Fixes `05-batch5.py` test by @dmitryduev in https://github.com/wandb/wandb/pull/4074
- Allows users to control the `run_id` through the launch spec by @gtarpenning in https://github.com/wandb/wandb/pull/4070
- Fixes accidental overwrite in `config.yml` by @dmitryduev in https://github.com/wandb/wandb/pull/4081
- Ensures propagating overridden `base_url` when initializing public API by @dmitryduev in https://github.com/wandb/wandb/pull/4026
- Fixes Sweeps on Launch CLI launch config, relpath by @hu-po in https://github.com/wandb/wandb/pull/4073
- Fixes broken Launch apikey error message by @gtarpenning in https://github.com/wandb/wandb/pull/4071
- Marks flakey sweeps test xfail by @hu-po in https://github.com/wandb/wandb/pull/4095
- Fixes Launch `gitversion` error message by @gtarpenning in https://github.com/wandb/wandb/pull/4103
- Fixes `yea-wandb` dev release -> release by @raubitsj in https://github.com/wandb/wandb/pull/4098
- Cleans up outstanding issues after the client->wandb rename by @kptkin in https://github.com/wandb/wandb/pull/4105
- Fixes test precision recall by @kptkin in https://github.com/wandb/wandb/pull/4108
- Fixes functional sklearn test by @raubitsj in https://github.com/wandb/wandb/pull/4107
- Fixes hang caused by keyboard interrupt on windows by @kptkin in https://github.com/wandb/wandb/pull/4116
- Fixes default test container tag by @kptkin in https://github.com/wandb/wandb/pull/4137
- Fixes summary handling in conftest.py by @dmitryduev in https://github.com/wandb/wandb/pull/4140
- Fixes some small typos in cli output by @lukas in https://github.com/wandb/wandb/pull/4126
- Fixes issue triggered by colab update by using default file and catching exceptions by @raubitsj in https://github.com/wandb/wandb/pull/4156
- Fixes mailbox locking issue by @raubitsj in https://github.com/wandb/wandb/pull/4214
- Fixes variable inclusion in log string by @klieret in https://github.com/wandb/wandb/pull/4219
- Corrects `wandb.Artifacts.artifact.version` attribute by @ngrayluna in https://github.com/wandb/wandb/pull/4199
- Fixes piping of docker args by Launch Agent by @KyleGoyette in https://github.com/wandb/wandb/pull/4215
- Fixes RecursionError when printing public API User object without email fetched by @speezepearson in https://github.com/wandb/wandb/pull/4193
- Fixes deserialization of numeric column names by @tssweeney in https://github.com/wandb/wandb/pull/4241

## New Contributors

- @gtarpenning made their first contribution in https://github.com/wandb/wandb/pull/4069
- @estellazx made their first contribution in https://github.com/wandb/wandb/pull/4181
- @klieret made their first contribution in https://github.com/wandb/wandb/pull/4219
- @ngrayluna made their first contribution in https://github.com/wandb/wandb/pull/4199
- @martinabeleda made their first contribution in https://github.com/wandb/wandb/pull/4115
- @ibindlish made their first contribution in https://github.com/wandb/wandb/pull/4233
- @scottire made their first contribution in https://github.com/wandb/wandb/pull/4191

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.13.2...v0.13.3

## 0.13.2 (August 22, 2022)

#### :bug: Bug Fix

- Fix issue triggered by colab update by using default file and catching exceptions by @raubitsj in https://github.com/wandb/wandb/pull/4156

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.13.1...v0.13.2

## 0.13.1 (August 5, 2022)

#### :bug: Bug Fix

- Prevents run.log() from mutating passed in arguments by @kptkin in https://github.com/wandb/wandb/pull/4058

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.13.0...v0.13.1

## 0.13.0 (August 4, 2022)

#### :nail_care: Enhancement

- Turns service on by default by @kptkin in https://github.com/wandb/wandb/pull/3895
- Adds support logic for handling server provided messages by @kptkin in https://github.com/wandb/wandb/pull/3706
- Allows runs to produce jobs on finish by @KyleGoyette in https://github.com/wandb/wandb/pull/3810
- Adds Job, QueuedRun and job handling in launch by @KyleGoyette in https://github.com/wandb/wandb/pull/3809
- Supports in launch agent of instance roles in ec2 and eks by @KyleGoyette in https://github.com/wandb/wandb/pull/3596
- Adds default behavior to the Keras Callback: always save model checkpoints as artifacts by @vwrj in https://github.com/wandb/wandb/pull/3909
- Sanitizes the artifact name in the KerasCallback for model artifact saving by @vwrj in https://github.com/wandb/wandb/pull/3927
- Improves console logging by moving emulator to the service process by @raubitsj in https://github.com/wandb/wandb/pull/3828
- Fixes data corruption issue when logging large sizes of data by @kptkin in https://github.com/wandb/wandb/pull/3920
- Adds the state to the Sweep repr in the Public API by @hu-po in https://github.com/wandb/wandb/pull/3948
- Adds an option to specify different root dir for git using settings or environment variables by @bcsherma in https://github.com/wandb/wandb/pull/3250
- Adds an option to pass `remote url` and `commit hash` as arguments to settings or as environment variables by @kptkin in https://github.com/wandb/wandb/pull/3934
- Improves time resolution for tracked metrics and for system metrics by @raubitsj in https://github.com/wandb/wandb/pull/3918
- Defaults to project name from the sweep config when project is not specified in the `wandb.sweep()` call by @hu-po in https://github.com/wandb/wandb/pull/3919
- Adds support to use namespace set user by the the launch agent by @KyleGoyette in https://github.com/wandb/wandb/pull/3950
- Adds telemetry to track when a run might be overwritten by @raubitsj in https://github.com/wandb/wandb/pull/3998
- Adds a tool to export `wandb`'s history into `sqlite` by @raubitsj in https://github.com/wandb/wandb/pull/3999
- Replaces some `Mapping[str, ...]` types with `NamedTuples` by @speezepearson in https://github.com/wandb/wandb/pull/3996
- Adds import hook for run telemetry by @kptkin in https://github.com/wandb/wandb/pull/3988
- Implements profiling support for IPUs by @cameron-martin in https://github.com/wandb/wandb/pull/3897

#### :bug: Bug Fix

- Fixes sweep agent with service by @raubitsj in https://github.com/wandb/wandb/pull/3899
- Fixes an empty type equals invalid type and how artifact dictionaries are handled by @KyleGoyette in https://github.com/wandb/wandb/pull/3904
- Fixes `wandb.Config` object to support default values when getting an attribute by @farizrahman4u in https://github.com/wandb/wandb/pull/3820
- Removes default config from jobs by @KyleGoyette in https://github.com/wandb/wandb/pull/3973
- Fixes an issue where patch is `None` by @KyleGoyette in https://github.com/wandb/wandb/pull/4003
- Fixes requirements.txt parsing in nightly SDK installation checks by @dmitryduev in https://github.com/wandb/wandb/pull/4012
- Fixes 409 Conflict handling when GraphQL requests timeout by @raubitsj in https://github.com/wandb/wandb/pull/4000
- Fixes service teardown handling if user process has been terminated by @raubitsj in https://github.com/wandb/wandb/pull/4024
- Adds `storage_path` and fixed `artifact.files` by @vanpelt in https://github.com/wandb/wandb/pull/3969
- Fixes performance issue syncing runs with a large number of media files by @vanpelt in https://github.com/wandb/wandb/pull/3941

#### :broom: Cleanup

- Adds an escape hatch logic to disable service by @kptkin in https://github.com/wandb/wandb/pull/3829
- Annotates `wandb/docker` and reverts change in the docker fixture by @dmitryduev in https://github.com/wandb/wandb/pull/3871
- Fixes GFLOPS to GFLOPs in the Keras `WandbCallback` by @ayulockin in https://github.com/wandb/wandb/pull/3913
- Adds type-annotate for `file_stream.py` by @dmitryduev in https://github.com/wandb/wandb/pull/3907
- Renames repository from `client` to `wandb` by @dmitryduev in https://github.com/wandb/wandb/pull/3977
- Updates documentation: adding `--report_to wandb` for HuggingFace Trainer by @ayulockin in https://github.com/wandb/wandb/pull/3959
- Makes aliases optional in link_artifact by @vwrj in https://github.com/wandb/wandb/pull/3986
- Renames `wandb local` to `wandb server` by @jsbroks in https://github.com/wandb/wandb/pull/3793
- Updates README badges by @raubitsj in https://github.com/wandb/wandb/pull/4023

## New Contributors

- @bcsherma made their first contribution in https://github.com/wandb/wandb/pull/3250
- @cameron-martin made their first contribution in https://github.com/wandb/wandb/pull/3897

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.12.21...v0.13.0

## 0.12.21 (July 5, 2022)

#### :nail_care: Enhancement

- Fixes config not showing up until the run finish by @KyleGoyette in https://github.com/wandb/wandb/pull/3734
- Adds new types to the TypeRegistry to handling artifact objects in jobs and run configs by @KyleGoyette in https://github.com/wandb/wandb/pull/3806
- Adds new query to the the internal api getting the state of the run by @hu-po in https://github.com/wandb/wandb/pull/3799
- Replaces unsafe yaml loaders with yaml.safe_load by @zythosec in https://github.com/wandb/wandb/pull/3753
- Improves testing tooling by allowing to specify shards in manual testing by @dmitryduev in https://github.com/wandb/wandb/pull/3826
- Fixes ROC and PR curves in the sklearn integration by stratifying sampling by @tylerganter in https://github.com/wandb/wandb/pull/3757
- Fixes input box in notebooks exceeding cell space by @dmitryduev in https://github.com/wandb/wandb/pull/3849
- Allows string to be passed as alias to link_model by @tssweeney in https://github.com/wandb/wandb/pull/3834
- Adds Support for FLOPS Calculation in `keras`'s `WandbCallback` by @dmitryduev in https://github.com/wandb/wandb/pull/3869
- Extends python report editing by @andrewtruong in https://github.com/wandb/wandb/pull/3732

#### :bug: Bug Fix

- Fixes stats logger so it can find all the correct GPUs in child processes by @raubitsj in https://github.com/wandb/wandb/pull/3727
- Fixes regression in s3 reference upload for folders by @jlzhao27 in https://github.com/wandb/wandb/pull/3825
- Fixes artifact commit logic to handle collision in the backend by @speezepearson in https://github.com/wandb/wandb/pull/3843
- Checks for `None` response in the retry logic (safety check) by @raubitsj in https://github.com/wandb/wandb/pull/3863
- Adds sweeps on top of launch (currently in MVP) by @hu-po in https://github.com/wandb/wandb/pull/3669
- Renames functional tests dir and files by @raubitsj in https://github.com/wandb/wandb/pull/3879

#### :broom: Cleanup

- Fixes conditions order of `_to_dict` helper by @dmitryduev in https://github.com/wandb/wandb/pull/3772
- Fixes changelog broken link to PR 3709 by @janosh in https://github.com/wandb/wandb/pull/3786
- Fixes public api query (QueuedJob Api ) by @KyleGoyette in https://github.com/wandb/wandb/pull/3798
- Renames local runners to local-container and local-process by @hu-po in https://github.com/wandb/wandb/pull/3800
- Adds type annotations to files in the wandb/filesync directory by @speezepearson in https://github.com/wandb/wandb/pull/3774
- Re-organizes all the testing directories to have common root dir by @dmitryduev in https://github.com/wandb/wandb/pull/3740
- Fixes testing configuration and add bigger machine on `CircleCi` by @dmitryduev in https://github.com/wandb/wandb/pull/3836
- Fixes typo in the `wandb-service-user` readme file by @Co1lin in https://github.com/wandb/wandb/pull/3847
- Fixes broken artifact test for regression by @dmitryduev in https://github.com/wandb/wandb/pull/3857
- Removes unused files (relating to `py27`) and empty `submodules` declaration by @dmitryduev in https://github.com/wandb/wandb/pull/3850
- Adds extra for model reg dependency on cloudpickle by @tssweeney in https://github.com/wandb/wandb/pull/3866
- Replaces deprecated threading aliases by @hugovk in https://github.com/wandb/wandb/pull/3794
- Updates the `sdk` readme to the renamed (local -> server) commands by @sephmard in https://github.com/wandb/wandb/pull/3771

## New Contributors

- @janosh made their first contribution in https://github.com/wandb/wandb/pull/3786
- @Co1lin made their first contribution in https://github.com/wandb/wandb/pull/3847
- @tylerganter made their first contribution in https://github.com/wandb/wandb/pull/3757

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.12.20...v0.12.21

## 0.12.20 (June 29, 2022)

#### :bug: Bug Fix

- Retry `commit_artifact` on conflict-error by @speezepearson in https://github.com/wandb/wandb/pull/3843

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.12.19...v0.12.20

## 0.12.19 (June 22, 2022)

#### :bug: Bug Fix

- Fix regression in s3 reference upload for folders by @jlzhao27 in https://github.com/wandb/wandb/pull/3825

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.12.18...v0.12.19

## 0.12.18 (June 9, 2022)

#### :nail_care: Enhancement

- Launch: BareRunner based on LocalRunner by @hu-po in https://github.com/wandb/wandb/pull/3577
- Add ability to specify api key to public api by @dannygoldstein in https://github.com/wandb/wandb/pull/3657
- Add support in artifacts for files with unicode on windows by @kptkin in https://github.com/wandb/wandb/pull/3650
- Added telemetry for new packages by @manangoel99 in https://github.com/wandb/wandb/pull/3713
- Improve API key management by @vanpelt in https://github.com/wandb/wandb/pull/3718
- Add information about `wandb server` during login by @raubitsj in https://github.com/wandb/wandb/pull/3754

#### :bug: Bug Fix

- fix(weave): Natively support timestamps in Python Table Types by @dannygoldstein in https://github.com/wandb/wandb/pull/3606
- Add support for magic with service by @kptkin in https://github.com/wandb/wandb/pull/3623
- Add unit tests for DirWatcher and supporting classes by @speezepearson in https://github.com/wandb/wandb/pull/3589
- Improve `DirWatcher.update_policy` O(1) instead of O(num files uploaded) by @speezepearson in https://github.com/wandb/wandb/pull/3613
- Add argument to control what to log in SB3 callback by @astariul in https://github.com/wandb/wandb/pull/3643
- Improve parameter naming in sb3 integration by @dmitryduev in https://github.com/wandb/wandb/pull/3647
- Adjust the requirements for the dev environment setup on an M1 Mac by @dmitryduev in https://github.com/wandb/wandb/pull/3627
- Launch: Fix NVIDIA base image Linux keys by @KyleGoyette in https://github.com/wandb/wandb/pull/3637
- Fix launch run queue handling from config file by @KyleGoyette in https://github.com/wandb/wandb/pull/3636
- Fix issue where tfevents were not always consumed by @minyoung in https://github.com/wandb/wandb/pull/3673
- [Snyk] Fix for 8 vulnerabilities by @snyk-bot in https://github.com/wandb/wandb/pull/3695
- Fix s3 storage handler to upload folders when key names collide by @jlzhao27 in https://github.com/wandb/wandb/pull/3699
- Correctly load timestamps from tables in artifacts by @dannygoldstein in https://github.com/wandb/wandb/pull/3691
- Require `protobuf<4` by @dmitryduev in https://github.com/wandb/wandb/pull/3709
- Make Containers created through launch re-runnable as container jobs by @KyleGoyette in https://github.com/wandb/wandb/pull/3642
- Fix tensorboard integration skipping steps at finish() by @KyleGoyette in https://github.com/wandb/wandb/pull/3626
- Rename `wandb local` to `wandb server` by @jsbroks in https://github.com/wandb/wandb/pull/3716
- Fix busted docker inspect command by @vanpelt in https://github.com/wandb/wandb/pull/3742
- Add dedicated sentry wandb by @dmitryduev in https://github.com/wandb/wandb/pull/3724
- Image Type should gracefully handle older type params by @tssweeney in https://github.com/wandb/wandb/pull/3731

#### :broom: Cleanup

- Inline FileEventHandler.synced into the only method where it's used by @speezepearson in https://github.com/wandb/wandb/pull/3594
- Use passed size argument to make `PolicyLive.min_wait_for_size` a classmethod by @speezepearson in https://github.com/wandb/wandb/pull/3593
- Make FileEventHandler an ABC, remove some "default" method impls which were only used once by @speezepearson in https://github.com/wandb/wandb/pull/3595
- Remove unused field from DirWatcher by @speezepearson in https://github.com/wandb/wandb/pull/3592
- Make sweeps an extra instead of vendoring by @dmitryduev in https://github.com/wandb/wandb/pull/3628
- Add nightly CI testing by @dmitryduev in https://github.com/wandb/wandb/pull/3580
- Improve keras and data type Reference Docs by @ramit-wandb in https://github.com/wandb/wandb/pull/3676
- Update `pytorch` version requirements in dev environments by @dmitryduev in https://github.com/wandb/wandb/pull/3683
- Clean up CircleCI config by @dmitryduev in https://github.com/wandb/wandb/pull/3722
- Add `py310` testing in CI by @dmitryduev in https://github.com/wandb/wandb/pull/3730
- Ditch `dateutil` from the requirements by @dmitryduev in https://github.com/wandb/wandb/pull/3738
- Add deprecated string to `Table.add_row` by @nate-wandb in https://github.com/wandb/wandb/pull/3739

## New Contributors

- @sephmard made their first contribution in https://github.com/wandb/wandb/pull/3610
- @astariul made their first contribution in https://github.com/wandb/wandb/pull/3643
- @manangoel99 made their first contribution in https://github.com/wandb/wandb/pull/3713
- @nate-wandb made their first contribution in https://github.com/wandb/wandb/pull/3739

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.12.17...v0.12.18

## 0.12.17 (May 26, 2022)

#### :bug: Bug Fix

- Update requirements to fix incompatibility with protobuf >= 4 by @dmitryduev in https://github.com/wandb/wandb/pull/3709

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.12.16...v0.12.17

## 0.12.16 (May 3, 2022)

#### :nail_care: Enhancement

- Improve W&B footer by aligning summary/history in notebook env by @kptkin in https://github.com/wandb/wandb/pull/3479
- Enable experimental history step logging in artifacts by @raubitsj in https://github.com/wandb/wandb/pull/3502
- Add `args_no_boolean_flags` macro to sweep configuration by @hu-po in https://github.com/wandb/wandb/pull/3489
- Add logging support for `jax.bfloat.bfloat16` by @dmitryduev in https://github.com/wandb/wandb/pull/3528
- Raise exception when Table size exceeds limit by @dannygoldstein in https://github.com/wandb/wandb/pull/3511
- Add kaniko k8s builder for wandb launch by @KyleGoyette in https://github.com/wandb/wandb/pull/3492
- Add wandb.init() timeout setting by @kptkin in https://github.com/wandb/wandb/pull/3579
- Do not assume executable for given entrypoints with wandb launch by @KyleGoyette in https://github.com/wandb/wandb/pull/3461
- Jupyter environments no longer collect command arguments by @KyleGoyette in https://github.com/wandb/wandb/pull/3456
- Add support for TensorFlow/Keras SavedModel format by @ayulockin in https://github.com/wandb/wandb/pull/3276

#### :bug: Bug Fix

- Support version IDs in artifact refs, fix s3/gcs references in Windows by @annirudh in https://github.com/wandb/wandb/pull/3529
- Fix support for multiple finish for single run using wandb-service by @kptkin in https://github.com/wandb/wandb/pull/3560
- Fix duplicate backtrace when using wandb-service by @kptkin in https://github.com/wandb/wandb/pull/3575
- Fix wrong entity displayed in login message by @kptkin in https://github.com/wandb/wandb/pull/3490
- Fix hang when `wandb.init` is interrupted mid setup using wandb-service by @kptkin in https://github.com/wandb/wandb/pull/3569
- Fix handling keyboard interrupt to avoid hangs with wandb-service enabled by @kptkin in https://github.com/wandb/wandb/pull/3566
- Fix console logging with very long print out when using wandb-service by @kptkin in https://github.com/wandb/wandb/pull/3574
- Fix broken artifact string in launch init config by @KyleGoyette in https://github.com/wandb/wandb/pull/3582

#### :broom: Cleanup

- Fix typo in wandb.log() docstring by @RobRomijnders in https://github.com/wandb/wandb/pull/3520
- Cleanup custom chart code and add type annotations to plot functions by @kptkin in https://github.com/wandb/wandb/pull/3407
- Improve `wandb.init(settings=)` to handle `Settings` object similarly to `dict` parameter by @dmitryduev in https://github.com/wandb/wandb/pull/3510
- Add documentation note about api.viewer in api.user() and api.users() by @ramit-wandb in https://github.com/wandb/wandb/pull/3552
- Be explicit about us being py3+ only in setup.py by @dmitryduev in https://github.com/wandb/wandb/pull/3549
- Add type annotations to DirWatcher by @speezepearson in https://github.com/wandb/wandb/pull/3557
- Improve wandb.log() docstring to use the correct argument name by @idaho777 in https://github.com/wandb/wandb/pull/3585

## New Contributors

- @RobRomijnders made their first contribution in https://github.com/wandb/wandb/pull/3520
- @ramit-wandb made their first contribution in https://github.com/wandb/wandb/pull/3552
- @idaho777 made their first contribution in https://github.com/wandb/wandb/pull/3585

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.12.15...v0.12.16

## 0.12.15 (April 21, 2022)

#### :nail_care: Enhancement

- Optimize wandb.Image logging when linked to an artifact by @tssweeney in https://github.com/wandb/wandb/pull/3418

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.12.14...v0.12.15

## 0.12.14 (April 8, 2022)

#### :bug: Bug Fix

- Fix regression: disable saving history step in artifacts by @vwrj in https://github.com/wandb/wandb/pull/3495

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.12.13...v0.12.14

## 0.12.13 (April 7, 2022)

#### :bug: Bug Fix

- Revert strictened api_key validation by @dmitryduev in https://github.com/wandb/wandb/pull/3485

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.12.12...v0.12.13

## 0.12.12 (April 5, 2022)

#### :nail_care: Enhancement

- Allow run objects to be passed to other processes when using wandb-service by @kptkin in https://github.com/wandb/wandb/pull/3308
- Add create user to public api by @vanpelt in https://github.com/wandb/wandb/pull/3438
- Support logging from multiple processes with wandb-service by @kptkin in https://github.com/wandb/wandb/pull/3285
- Add gpus flag for local launch runner with cuda by @KyleGoyette in https://github.com/wandb/wandb/pull/3417
- Improve Launch deployable agent by @KyleGoyette in https://github.com/wandb/wandb/pull/3388
- Add Launch kubernetes integration by @KyleGoyette in https://github.com/wandb/wandb/pull/3393
- KFP: Add wandb visualization helper by @andrewtruong in https://github.com/wandb/wandb/pull/3439
- KFP: Link back to Kubeflow UI by @andrewtruong in https://github.com/wandb/wandb/pull/3427
- Add boolean flag arg macro by @hugo.ponte in https://github.com/wandb/wandb/pull/3489

#### :bug: Bug Fix

- Improve host / WANDB_BASE_URL validation by @dmitryduev in https://github.com/wandb/wandb/pull/3314
- Fix/insecure tempfile by @dmitryduev in https://github.com/wandb/wandb/pull/3360
- Fix excess warning span if requested WANDB_DIR/root_dir is not writable by @dmitryduev in https://github.com/wandb/wandb/pull/3304
- Fix line_series to plot array of strings by @kptkin in https://github.com/wandb/wandb/pull/3385
- Properly handle command line args with service by @kptkin in https://github.com/wandb/wandb/pull/3371
- Improve api_key validation by @dmitryduev in https://github.com/wandb/wandb/pull/3384
- Fix multiple performance issues caused by not using defaultdict by @dmitryduev in https://github.com/wandb/wandb/pull/3406
- Enable inf max jobs on launch agent by @stephchen in https://github.com/wandb/wandb/pull/3412
- fix colab command to work with launch by @stephchen in https://github.com/wandb/wandb/pull/3422
- fix typo in Config docstring by @hu-po in https://github.com/wandb/wandb/pull/3416
- Make code saving not a policy, keep previous custom logic by @dmitryduev in https://github.com/wandb/wandb/pull/3395
- Fix logging sequence images with service by @kptkin in https://github.com/wandb/wandb/pull/3339
- Add username to debug-cli log file to prevent conflicts of multiple users by @zythosec in https://github.com/wandb/wandb/pull/3301
- Fix python sweep agent for users of wandb service / pytorch-lightning by @raubitsj in https://github.com/wandb/wandb/pull/3465
- Remove unnecessary launch reqs checks by @KyleGoyette in https://github.com/wandb/wandb/pull/3457
- Workaround for MoviePy's Unclosed Writer by @tssweeney in https://github.com/wandb/wandb/pull/3471
- Improve handling of Run objects when service is not enabled by @kptkin in https://github.com/wandb/wandb/pull/3362

## New Contributors

- @hu-po made their first contribution in https://github.com/wandb/wandb/pull/3416
- @zythosec made their first contribution in https://github.com/wandb/wandb/pull/3301

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.12.11...v0.12.12

## 0.12.11 (March 1, 2022)

#### :nail_care: Enhancement

- Add captions to Molecules by @dmitryduev in https://github.com/wandb/wandb/pull/3173
- Add CatBoost Integration by @ayulockin in https://github.com/wandb/wandb/pull/2975
- Launch: AWS Sagemaker integration by @KyleGoyette in https://github.com/wandb/wandb/pull/3007
- Launch: Remove repo2docker and add gpu support by @stephchen in https://github.com/wandb/wandb/pull/3161
- Adds Timestamp inference from Python for Weave by @tssweeney in https://github.com/wandb/wandb/pull/3212
- Launch GCP vertex integration by @stephchen in https://github.com/wandb/wandb/pull/3040
- Use Artifacts when put into run config. Accept a string to represent an artifact in the run config by @KyleGoyette in https://github.com/wandb/wandb/pull/3203
- Improve xgboost `wandb_callback` (#2929) by @ayulockin in https://github.com/wandb/wandb/pull/3025
- Add initial kubeflow pipeline support by @andrewtruong in https://github.com/wandb/wandb/pull/3206

#### :bug: Bug Fix

- Fix logging of images with special characters in the key by @speezepearson in https://github.com/wandb/wandb/pull/3187
- Fix azure blob upload retry logic by @vanpelt in https://github.com/wandb/wandb/pull/3218
- Fix program field for scripts run as a python module by @dmitryduev in https://github.com/wandb/wandb/pull/3228
- Fix issue where `sync_tensorboard` could die on large histograms by @KyleGoyette in https://github.com/wandb/wandb/pull/3019
- Fix wandb service performance issue during run shutdown by @raubitsj in https://github.com/wandb/wandb/pull/3262
- Fix vendoring of gql and graphql by @raubitsj in https://github.com/wandb/wandb/pull/3266
- Flush log data without finish with service by @kptkin in https://github.com/wandb/wandb/pull/3137
- Fix wandb service hang when the service crashes by @raubitsj in https://github.com/wandb/wandb/pull/3280
- Fix issue logging images with "/" on Windows by @KyleGoyette in https://github.com/wandb/wandb/pull/3146
- Add image filenames to images/separated media by @KyleGoyette in https://github.com/wandb/wandb/pull/3041
- Add setproctitle to requirements.txt by @raubitsj in https://github.com/wandb/wandb/pull/3289
- Fix issue where sagemaker run ids break run queues by @KyleGoyette in https://github.com/wandb/wandb/pull/3290
- Fix encoding exception when using %%capture magic by @raubitsj in https://github.com/wandb/wandb/pull/3310

## New Contributors

- @speezepearson made their first contribution in https://github.com/wandb/wandb/pull/3188

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.12.10...v0.12.11

## 0.12.10 (February 1, 2022)

#### :nail_care: Enhancement

- Improve validation when creating Tables with invalid columns from dataframes by @tssweeney in https://github.com/wandb/wandb/pull/3113
- Enable digest deduplication for `use_artifact()` calls by @annirudh in https://github.com/wandb/wandb/pull/3109
- Initial prototype of azure blob upload support by @vanpelt in https://github.com/wandb/wandb/pull/3089

#### :bug: Bug Fix

- Fix wandb launch using python dev versions by @stephchen in https://github.com/wandb/wandb/pull/3036
- Fix loading table saved with mixed types by @vwrj in https://github.com/wandb/wandb/pull/3120
- Fix ResourceWarning when calling wandb.log by @vwrj in https://github.com/wandb/wandb/pull/3130
- Fix missing cursor in ProjectArtifactCollections by @KyleGoyette in https://github.com/wandb/wandb/pull/3108
- Fix windows table logging classes issue by @vwrj in https://github.com/wandb/wandb/pull/3145
- Gracefully handle string labels in wandb.sklearn.plot.classifier.calibration_curve by @acrellin in https://github.com/wandb/wandb/pull/3159
- Do not display login warning when calling wandb.sweep() by @acrellin in https://github.com/wandb/wandb/pull/3162

#### :broom: Cleanup

- Drop python2 backport deps (enum34, subprocess32, configparser) by @jbylund in https://github.com/wandb/wandb/pull/3004
- Settings refactor by @dmitryduev in https://github.com/wandb/wandb/pull/3083

## New Contributors

- @jbylund made their first contribution in https://github.com/wandb/wandb/pull/3004
- @acrellin made their first contribution in https://github.com/wandb/wandb/pull/3159

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.12.9...v0.12.10

## 0.12.9 (December 16, 2021)

#### :bug: Bug Fix

- Fix regression in `upload_file()` exception handler by @raubitsj in https://github.com/wandb/wandb/pull/3059

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.12.8...v0.12.9

## 0.12.8 (December 16, 2021)

#### :nail_care: Enhancement

- Update contributing guide and dev env setup tool by @dmitryduev in https://github.com/wandb/wandb/pull/2968
- Improve `wandb_callback` for LightGBM (#2945) by @ayulockin in https://github.com/wandb/wandb/pull/3024

#### :bug: Bug Fix

- Reduce GPU memory usage when generating histogram of model weights by @TOsborn in https://github.com/wandb/wandb/pull/2927
- Support mixed classes in bounding box and image mask annotation layers by @tssweeney in https://github.com/wandb/wandb/pull/2914
- Add max-jobs and launch async args by @stephchen in https://github.com/wandb/wandb/pull/2925
- Support lists of Summary objects encoded as strings to wandb.tensorboard.log by @dmitryduev in https://github.com/wandb/wandb/pull/2934
- Fix handling of 0 dim np arrays by @rpitonak in https://github.com/wandb/wandb/pull/2954
- Fix handling of empty default config file by @vwrj in https://github.com/wandb/wandb/pull/2957
- Add service backend using sockets (support fork) by @raubitsj in https://github.com/wandb/wandb/pull/2892
- Send git port along with url when sending git repo by @KyleGoyette in https://github.com/wandb/wandb/pull/2959
- Add support raw ip addresses for launch by @KyleGoyette in https://github.com/wandb/wandb/pull/2950
- Tables no longer serialize and hide 1d NDArrays by @tssweeney in https://github.com/wandb/wandb/pull/2976
- Fix artifact file uploads to S3 stores by @annirudh in https://github.com/wandb/wandb/pull/2999
- Send uploaded file list on file stream heartbeats by @annirudh in https://github.com/wandb/wandb/pull/2978
- Add support for keras experimental layers by @KyleGoyette in https://github.com/wandb/wandb/pull/2776
- Fix `from wandb import magic` to not require tensorflow by @raubitsj in https://github.com/wandb/wandb/pull/3021
- Fix launch permission error by @KyleGoyette in https://github.com/wandb/wandb/pull/3038

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.12.7...v0.12.8

## 0.12.7 (November 18, 2021)

#### :bug: Bug Fix

- Fix issue where console log streaming was causing excessive network traffic by @vwrj in https://github.com/wandb/wandb/pull/2786
- Metaflow: Make optional dependencies actually optional by @andrewtruong in https://github.com/wandb/wandb/pull/2842
- Fix docstrings for wandb.watch and ValidationDataLogger by @charlesfrye in https://github.com/wandb/wandb/pull/2849
- Prevent launch agent from sending runs to a different project or entity by @KyleGoyette in https://github.com/wandb/wandb/pull/2872
- Fix logging pr_curves through tensorboard by @KyleGoyette in https://github.com/wandb/wandb/pull/2876
- Prevent TPU monitoring from reporting invalid metrics when not available by @kptkin in https://github.com/wandb/wandb/pull/2753
- Make import order dependencies for WandbCallback more robust by @kptkin in https://github.com/wandb/wandb/pull/2807
- Fix a bug in feature importance plotting to handle matrices of different shapes by @dannygoldstein in https://github.com/wandb/wandb/pull/2811
- Fix base url handling to allow trailing / by @kptkin in https://github.com/wandb/wandb/pull/2910
- Prevent wandb.agent() from sending too many heartbeats impacting rate limits by @dannygoldstein in https://github.com/wandb/wandb/pull/2923
- Redact sensitive information from debug logs by @raubitsj in https://github.com/wandb/wandb/pull/2931

#### :nail_care: Enhancement

- Add wandb.Molecule support for rdkit supported formats by @dmitryduev in https://github.com/wandb/wandb/pull/2902
- Add module-level docstrings for reference doc modules. by @charlesfrye in https://github.com/wandb/wandb/pull/2847
- Store launch metadata in file by @KyleGoyette in https://github.com/wandb/wandb/pull/2582
- Add Project.sweeps() public API call to view all sweeps in a project by @stephchen in https://github.com/wandb/wandb/pull/2729
- Ensures API key prompt remains captive when user enters nothing by @dannygoldstein in https://github.com/wandb/wandb/pull/2721
- Refactors wandb.sklearn into submodules by @charlesfrye in https://github.com/wandb/wandb/pull/2869
- Support code artifacts in wandb launch by @KyleGoyette in https://github.com/wandb/wandb/pull/2860
- Improve launch agent (async, stop, heartbeat updates) by @stephchen in https://github.com/wandb/wandb/pull/2871
- Improve usage and error messages for anonymous mode by @kimjyhello in https://github.com/wandb/wandb/pull/2823
- Add example on how to find runs with wandb.Api().runs(...) matching a regex by @dmitryduev in https://github.com/wandb/wandb/pull/2926

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.12.6...v0.12.7

## 0.12.6 (October 27, 2021)

#### :bug: Bug Fix

- Fix sklearn `plot_calibration_curve()` issue breaking the provided model by @vwrj in https://github.com/wandb/wandb/pull/2791
- Fix CondaEnvExportError by redirecting stderr by @charlesfrye in https://github.com/wandb/wandb/pull/2814
- Fix `use_artifact()` when specifying an artifact from a different project by @KyleGoyette in https://github.com/wandb/wandb/pull/2832

#### :nail_care: Enhancement

- Add metric names to pr curve charts in tensorboard by @vanpelt in https://github.com/wandb/wandb/pull/2822

**Full Changelog**: https://github.com/wandb/wandb/compare/v0.12.5...v0.12.6

## 0.12.5 (October 19, 2021)

#### :bug: Bug Fix

- Report errors for invalid characters in logged media keys on windows
- Handle errors when probing for TPUs in unsupported environments
- Fixed bug where `%%wandb` followed by wandb.init() does not display run links
- Fixed api.runs() to correctly return all runs for the current entity/project

#### :nail_care: Enhancement

- Add `wandb.require(experiment="service")` to improve multiprocessing support
- Add support for swappable artifacts in launch context
- Add `wandb.login(timeout=)` support for jupyter environments
- Add ability to disable git ref saving with `WANDB_DISABLE_GIT`
- Support newer versions of pytest-mock and PyYAML
- Add ability to delete artifacts with aliases: `artifact.delete(delete_aliases=True)`
- Add `unwatch()` method to the Run object

## 0.12.4 (October 5, 2021)

#### :bug: Bug Fix

- Fix regression introduced in 0.12.2 causing network access when `WANDB_MODE=offline`

## 0.12.3 (September 30, 2021)

#### :bug: Bug Fix

- Fixes the grid search stopping condition in the local controller

#### :nail_care: Enhancement

- New jupyter magic for displaying runs, sweeps, and projects `%wandb path/to/run -h 1024`
- We no longer display run iframe by default in jupyter, add `%%wandb` to a cell to display a run
- Makes api key prompting retry indefinitely on malformed input
- Invite users to teams via the api `api.team("team_name").invite("username_or_email")`
- Remove users from a team via the api `api.team("team_name").members[0].delete()`
- Create service accounts via the api `api.team("team_name").create_service_account("Description")`
- Manage api keys via the api `api.user("username_or_email").generate_api_key()`
- Add pytorch profiling trace support with `wandb.profiler.torch_trace_handler()`

## 0.12.2 (September 15, 2021)

#### :bug: Bug Fix

- Fix tensorboard_sync to handle ephemeral Sagemaker tfevents files
- Fix Reports query from the public api (broken pagination and report path)
- Fix `wandb.login()` when relogin is specified (only force login once)

#### :nail_care: Enhancement

- Clean up footer output of summary and history metrics
- Clean up error message from `wandb sweep --update`
- Add warning for `wandb local` users to update their docker
- Add optional argument log_learning_curve to wandb.sklearn.plot_classifier()
- Restore frozen pip package versions when using `wandb launch`
- Add support for jupyter notebooks in launch
- Add `wandb.login()` timeout option

## 0.12.1 (August 26, 2021)

#### :bug: Bug Fix

- Fix tensorflow/keras 2.6 not logging validation examples
- Fix metrics logged through tensorboard not supporting time on x-axis
- Fix `WANDB_IGNORE_GLOBS` environment variable handling
- Fix handling when sys.stdout is configured to a custom logger
- Fix sklearn feature importance plots not matching feature names properly
- Fix an issue where colab urls were not being captured
- Save program commandline if run executable was outside cwd

#### :nail_care: Enhancement

- Add Prodigy integration to upload annotated datasets to W&B Tables
- Add initial Metaflow support
- Add experimental wandb launch support
- Add warnings that public API requests are timing out and allow override
- Improve error handling in local controller sweeps engine

## 0.12.0 (August 10, 2021)

#### :hourglass: No Longer Supported

- Remove Python 3.5 support

#### :bug: Bug Fix

- Fix issue that could cause artifact uploads to fail if artifact files are being modified
- Fix issue where `wandb.restore()` wouldn't work with runs from a sweep

#### :nail_care: Enhancement

- Improve run execution time calculation

## 0.11.2 (August 2, 2021)

#### :bug: Bug Fix

- Restore vendored graphql-core library because of network regression

## 0.11.1 (July 29, 2021)

#### :hourglass: Deprecated

- Python 3.5 will not be supported as of `wandb==0.12.0`

#### :bug: Bug Fix

- Reduce Memory Footprint of Images In Tables
- Added a dependency on graphql-core>=2.3.0
- Removed urllib3 pin to avoid conflicts, if you see urllib3 related errors run `pip install --upgrade urllib3`
- Improved Public API HTTP error messages
- Set run.dir to the generated directory name in disabled mode

#### :nail_care: Enhancement

- Adds support for native Jax array logging
- Tables now support Molecule data type
- Improve Stable-Baselines3 API by auto log model's name and always upload models at the end of training
- Implements the sweep local controller using wandb/sweeps

## 0.11.0 (July 15, 2021)

#### :hourglass: No Longer Supported

- Remove Python 2.7 support

#### :bug: Bug Fix

- Fix issue where `wandb.watch()` broke model saving in pytorch
- Fix issue where uniform sweep parameters were parsed as int_uniform
- Fix issue where file_stream thread was killed on 4xx errors

#### :nail_care: Enhancement

- Improve performance of artifact logging by making it non-blocking
- Add wandb integration for Stable-Baselines3
- Improve keras callback validation logging inference logic
- Expose sweep state via the public API
- Improve performance of sweep run fetches via the API

## 0.10.33 (June 28, 2021)

#### :bug: Bug Fix

- Fix issue where wandb restore 404ed if the run did not have a diff.patch file
- Fix issue where wandb.log raised an Exception after trying to log a pandas dataframe
- Fix issue where runs could be marked finished before files were finished uploading

#### :nail_care: Enhancement

- Disable reloading of run metadata (such as command) in resumed runs
- Allow logging of pandas dataframes by automatically converting them to W&B tables
- Fix up `log_code()` exclude fn to handle .wandb dir
- Improve handling of PyTorch model topology
- Increase config debounce interval to 30s to reduce load on WB/backend
- Improve reliability of CLI in generating sweeps with names, programs, and settings

## 0.10.32 (June 10, 2021)

#### :bug: Bug Fix

- Make `log_artifact()` more resilient to network errors
- Removed Duplicate Artifact Dependencies
- Workaround urlib3 issue on windows
- Fix regression where ipython was hanging
- Allow logging of numpy high precision floating point values
- Reduce liklyhood of collisions for file backed media or artifact objects
- Fix wandb.watch() regression when logging pytorch graphs

#### :nail_care: Enhancement

- Add support for logging joined and partitioned table
- Handle schema validation warnings for sweep configs
- Improve wandb sync to handle errors
- Add ability to label scripts and repositories who use wandb

## 0.10.31 (May 27, 2021)

#### :bug: Bug Fix

- wandb.login() did not properly persist the host parameter
- Fix issue where step information was not synced properly when syncing tensorboard directories
- Fix some unicode issues with python2.7
- Fixed bug in `plot_calibration_curve` for ComplementNB
- Fall back to not using SendFile on some linux systems
- Fix console issues where lines were truncated
- Fix console issues where console logging could block

#### :nail_care: Enhancement

- Add support for preemptible sweeps
- Add command line for sweep control
- Add support to load artifact collection properties

## 0.10.30 (May 7, 2021)

#### :bug: Bug Fix

- Found and fixed the remaining issues causing runs to be marked crashed during outages
- Improved performance for users of `define_metric`, pytorch-lightning, and aggressive config saving
- Fix issue when trying to log a cuda tensor to config or summary
- Remove dependency on torch `backward_hooks` to compute graph
- Fix an issue preventing the ability to resume runs on sagemaker
- Fix issues preventing pdb from working reliably with wandb
- Fix deprecation warning in vendored library (user submission)
- Fix logging behavior where the library was accidently outputting logs to the console
- Fix disabled mode to not create wandb dir and log files
- Renamed types to prep for Tables launch

#### :nail_care: Enhancement

- Allow renaming groups with public api

## 0.10.29 (May 3, 2021)

#### :bug: Bug Fix

- Fix more network handling issues causing runs to be marked crashed (wandb sync to recover)
- Improve logging and exception handling to improve reporting and logging of crashed processes

## 0.10.28 (April 28, 2021)

#### :bug: Bug Fix

- Fix network handling issue causing runs to be marked crashed (wandb sync to recover)
- Use `register_full_backward_hook` to support models with Dict outputs
- Allow periods in table columns
- Fix artifact cache collisions when using forked processes
- Fix issue where custom charts do not display properly with pytorch-lightning

#### :nail_care: Enhancement

- Add experimental incremental artifact support
- Improve warnings when logging is being rate limited

## 0.10.27 (April 19, 2021)

#### :bug: Bug Fix

- Fix tensorboard_sync condition where metrics at end of short run are dropped
- Fix `wandb sync` when tensorboard files are detected
- Fix api key prompt in databricks notebook

#### :nail_care: Enhancement

- Integrate DSViz into Keras WandbCallback
- Add support for conda dependencies (user submit)

## 0.10.26 (April 13, 2021)

#### :bug: Bug Fix

- Fix network handling issue where syncing stopped (use wandb sync to recover)
- Fix auth problem when using sagemaker and hugginface integrations together
- Fix handling of NaN values in tables with non floats
- Lazy load API object to prevent unnecessary file access on module load

#### :nail_care: Enhancement

- Improve error messages when using public api history accessors

## 0.10.25 (April 5, 2021)

#### :bug: Bug Fix

- Fix possible artifact cache race when using parallel artifact reads
- Fix artifact reference when `checksum=False`

#### :nail_care: Enhancement

- Release `run.define_metric()` to simplify custom x-axis and more
- Add column operators `add_column`, `get_column`, `get_index` to `wandb.Table()`

## 0.10.24 (March 30, 2021)

#### :bug: Bug Fix

- Significant fixes to stdout/stderr console logging
- Prevent excessive network when saving files with policy=`live`
- Fix errors when trying to send large updates (most common with `wandb sync`)

#### :nail_care: Enhancement

- Automatically generate `run_table` artifact for logged tables
- Add bracket notation to artifacts
- Improve URL validation when specifying server url to `wandb login`

## 0.10.23 (March 22, 2021)

#### :bug: Bug Fix

- Fix logged artifacts to be accessible after wait()
- Fix spell.run integration
- Performance fix syncing console logs with carriage returns
- Fix confusion matrix with class names and unlabeled data

#### :nail_care: Enhancement

- Add the ability to save artifacts without creating a run
- Add Foreign Table References to wandb.Table
- Allow the same runtime object to be logged to multiple artifacts
- Add experimental `run._define_metric()` support
- Warn and ignore unsupported multiprocess `wandb.log()` calls

## 0.10.22 (March 9, 2021)

#### :bug: Bug Fix

- Fix system metric logging rate in 0.10.x
- Fix Audio external reference issue
- Fix short runs with tensorboard_sync
- Ignore `wandb.init(id=)` when running a sweep
- Sanitize artifact metadata if needed

#### :nail_care: Enhancement

- Allow syncing of tfevents with `wandb sync --sync-tensorboard`

## 0.10.21 (March 2, 2021)

#### :bug: Bug Fix

- Fix artifact.get() regression since 0.10.18
- Allow 0 byte artifacts
- Fix codesaving and program name reporting

#### :nail_care: Enhancement

- Added support for glb files for `wandb.Object3D()`
- Added support for external references for `wandb.Audio()`
- Custom chart support tensorboard `pr_curves` plugin
- Support saving entire code directory in an artifact

## 0.10.20 (February 22, 2021)

#### :bug: Bug Fix

- wandb.login() now respects disabled mode
- handle exception when trying to log TPUs in colab

#### :nail_care: Enhancement

- Add `WANDB_START_METHOD=thread` to support non-multiprocessing
- Add `group` and `job_type` to Run object in the export API
- Improve artifact docstrings

## 0.10.19 (February 14, 2021)

#### :bug: Bug Fix

- Fix artifact manifest files incorrectly named with patch suffix

## 0.10.18 (February 8, 2021)

#### :nail_care: Enhancement

- Add run delete and file delete to the public API
- Align steps between `tensorboard_sync` and wandb.log() history
- Add `WANDB_START_METHOD` to allow POSIX systems to use fork
- Support mixed types in wandb.Table() with `allow_mixed_types`

#### :bug: Bug Fix

- Fix potential leaked file due to log not being closed properly
- Improve `wandb verify` to better handle network issues and report errors
- Made file downloads more deterministic with respect to filesystem caches

## 0.10.17 (February 1, 2021)

#### :bug: Bug Fix

- Fix regression seen with python 3.5
- Silence vendored watchdog warnings on mac

## 0.10.16 (February 1, 2021)

#### :nail_care: Enhancement

- Artifacts now support parallel writers for large distributed workflows.
- Artifacts support distributed tables for dataset visualization.
- Improvements to PR templates
- Added more type annotations
- Vendored watchdog 0.9.0 removing it as a dependency
- New documentation generator
- Public api now has `file.direct_url` to avoid redirects for signed urls.

#### :bug: Bug Fix

- Allow `config-defaults.yaml` to be overwritten when running sweeps
- General bug fixes and improvements to `wandb verify`
- Disabled widgets in Spyder IDE
- Fixed WANDB_SILENT in Spyder IDE
- Reference file:// artifacts respect the `name` attribute.

## 0.10.15 (January 24, 2021)

#### :nail_care: Enhancement

- Add `wandb verify` to troubleshoot local installs

#### :bug: Bug Fix

- Fix tensorboard_sync issue writing to s3
- Prevent git secrets from being stored
- Disable verbose console messages when using moviepy
- Fix artifacts with checkpoints to be more robust when overwriting files
- Fix artifacts recycled id issue

## 0.10.14 (January 15, 2021)

#### :nail_care: Enhancement

- Add wandb.Audio support to Artifacts

#### :bug: Bug Fix

- Fix wandb config regressions introduced in 0.10.13
- Rollback changes supporting media with slashes in keys

## 0.10.13 (January 11, 2021)

#### :nail_care: Enhancement

- Add support for Mac M1 GPU monitoring
- Add support for TPU monitoring
- Add setting to disable sagemaker integration

#### :bug: Bug Fix

- Fix tensorboard_sync with tensorboardX and tf1
- Fix issues logging images with slashes
- Fix custom charts issues
- Improve error messages using `wandb pull`
- Improve error messages with `wandb.Table()`
- Make sure silent mode is silent
- Fix `wandb online` to renable logging
- Multiple artifact fixes

## 0.10.12 (December 3, 2020)

#### :nail_care: Enhancement

- Add Artifact.used_by and Artifact.logged_by
- Validate type consistency when logging Artifacts
- Enhance JoinedTable to not require downloaded assets
- Add ability to recursively download dependent artifacts
- Enable gradient logging with keras and tf2+
- Validate pytorch models are passed to wandb.watch()
- Improved docstrings for public methods / objects
- Warn when image sequences are logged with different sizes

#### :bug: Bug Fix

- Fix incorrectly generated filenames in summary
- Fix anonymous mode to include the api key in URLs
- Fix pickle issue with disabled mode
- Fix artifact from_id query
- Fix handling of Tables with different image paths

## 0.10.11 (November 18, 2020)

#### :nail_care: Enhancement

- Disable wandb logging with `wandb disabled` or `wandb.init(mode="disabled")`
- Support cloning an artifact when logging wandb.Image()

#### :bug: Bug Fix

- Multiple media artifact improvements and internal refactor
- Improve handling of artifact errors
- Fix issue where notebook name was ignored
- Extend silent mode for jupyter logging
- Fix issue where vendored libraries interfered with python path
- Fix various exceptions (divide by zero, int conversion, TypeError)

## 0.10.10 (November 9, 2020)

#### :nail_care: Enhancement

- Added confusion matrix plot
- Better jupyter messages with wandb.init()/reinit/finish

#### :bug: Bug Fix

- Fix for fastai 2.1.5 (removed log_args)
- Fixed media logging when directories are changed

## 0.10.9 (November 4, 2020)

#### :nail_care: Enhancement

- Added artifact media logging (alpha)
- Add scriptable alerts
- Add url attribute for sweep public api
- Update docstrings for wandb sdk functions

#### :bug: Bug Fix

- Fix cases where offline mode was making network connections
- Fix issues with python sweeps and run stopping
- Fix logging issue where we could accidently display an api key
- Fix wandb login issues with malformed hosts
- Allow wandb.restore() to be called without wandb.init()
- Fix resuming (reusing run_id) with empty summary
- Fix artitifact download issue
- Add missing wandb.unwatch() function
- Avoid creating spurious wandb directories
- Fix collections import issue when using an old version of six

## 0.10.8 (October 22, 2020)

#### :nail_care: Enhancement

- Allow callables to be serialized

#### :bug: Bug Fix

- Fix compatibility issue with python 3.9
- Fix `wandb sync` failure introduced in 0.10.6
- Improve python agent handling of failing runs
- Fix rare condition where resuming runs does not work
- Improve symlink handling when called in thread context
- Fix issues when changing directories before calling wandb.init()

## 0.10.7 (October 15, 2020)

#### :bug: Bug Fix

- Fix issue when checking for updated releases on pypi

## 0.10.6 (October 15, 2020)

#### :bug: Bug Fix

- Make sure code saving is enabled in jupyter environments after login
- Sweep agents have extended timeout for large sweep configs
- Support WANDB_SILENT environment variable
- Warn about missing python package when logging images
- Fix wandb.restore() to apply diff patch
- Improve artifact error messages
- Fix loading of config-defaults.yaml and specified list of yaml config files

## 0.10.5 (October 7, 2020)

#### :nail_care: Enhancement

- Add new custom plots: `wandb.plot.*`
- Add new python based sweep agent: `wandb.agent()`

#### :bug: Bug Fix

- Console log fixes (tqdm on windows, fix close exceptions)
- Add more attributes to the Run object (group, job_type, urls)
- Fix sagemaker login issues
- Fix issue where plots were not uploaded until the end of run

## 0.10.4 (September 29, 2020)

#### :bug: Bug Fix

- Fix an issue where wandb.init(allow_val_change=) throws exception

## 0.10.3 (September 29, 2020)

#### :nail_care: Enhancement

- Added warning when trying to sync pre 0.10.0 run dirs
- Improved jupyter support for wandb run syncing information

#### :bug: Bug Fix

- Fix artifact download issues
- Fix multiple issues with tensorboard_sync
- Fix multiple issues with juypter/python sweeps
- Fix issue where login was timing out
- Fix issue where config was overwritten when resuming runs
- Ported sacred observer to 0.10.x release
- Fix predicted bounding boxes overwritten by ground truth boxes
- Add missing save_code parameter to wandb.init()

## 0.10.2 (September 20, 2020)

#### :nail_care: Enhancement

- Added upload_file to API
- wandb.finish() can be called without matching wandb.init()

#### :bug: Bug Fix

- Fix issue where files were being logged to wrong parallel runs
- Fix missing properties/methods -- as_dict(), sweep_id
- Fix wandb.summary.update() not updating all keys
- Code saving was not properly enabled based on UI settings
- Tensorboard now logging images before end of program
- Fix resume issues dealing with config and summary metrics

## 0.10.1 (September 16, 2020)

#### :nail_care: Enhancement

- Added sync_tensorboard ability to handle S3 and GCS files
- Added ability to specify host with login
- Improved artifact API to allow modifying attributes

#### :bug: Bug Fix

- Fix codesaving to respect the server settings
- Fix issue running wandb.init() on restricted networks
- Fix issue where we were ignoring settings changes
- Fix artifact download issues

## 0.10.0 (September 11, 2020)

#### :nail_care: Enhancement

- Added history sparklines at end of run
- Artifact improvements and API for linking
- Improved offline support and syncing
- Basic noop mode support to simplify testing
- Improved windows/pycharm support
- Run object has more modifiable properties
- Public API supports attaching artifacts to historic runs

#### :bug: Bug Fix

- Many bugs fixed due to simplifying logic

## 0.9.7 (September 8, 2020)

#### :nail_care: Enhancement

- New sacred observer available at wandb.sacred.WandbObserver
- Improved artifact reference tracking for HTTP urls

#### :bug: Bug Fix

- Print meaningful error message when runs are queried with `summary` instead of `summary_metrics`

## 0.9.6 (August 28, 2020)

#### :nail_care: Enhancement

- Sub paths of artifacts now expose an optional root directory argument to download()
- Artifact.new_file accepts an optional mode argument
- Removed legacy fastai docs as we're now packaged with fastai v2!

#### :bug: Bug Fix

- Fix yaml parsing error handling logic
- Bad spelling in torch docstring, thanks @mkkb473

## 0.9.5 (August 17, 2020)

#### :nail_care: Enhancement

- Remove unused y_probas in sklearn plots, thanks @dreamflasher
- New deletion apis for artifacts

#### :bug: Bug Fix

- Fix `wandb restore` when not logged in
- Fix artifact download paths on Windows
- Retry 408 errors on upload
- Fix mask numeric types, thanks @numpee
- Fix artifact reference naming mixup

## 0.9.4 (July 24, 2020)

#### :nail_care: Enhancement

- Default pytorch histogram logging frequency from 100 -> 1000 steps

#### :bug: Bug Fix

- Fix multiple prompts for login when using the command line
- Fix "no method rename_file" error
- Fixed edgecase histogram calculation in PyTorch
- Fix error in jupyter when saving session history
- Correctly return artifact metadata in public api
- Fix matplotlib / plotly rendering error

## 0.9.3 (July 10, 2020)

#### :nail_care: Enhancement

- New artifact cli commands!

```shell
wandb artifact put path_file_or_ref
wandb artifact get artifact:version
wandb artifact ls project_name
```

- New artifact api commands!

```python
wandb.log_artifact()
wandb.use_artifact()
wandb.Api().artifact_versions()
wandb.Api().run.used_artifacts()
wandb.Api().run.logged_artifacts()
wandb.Api().Artifact().file()
```

- Improved syncing of large wandb-history.jsonl files for wandb sync
- New Artifact.verify method to ensure the integrity of local artifacts
- Better testing harness for api commands
- Run directory now store local time instead of utc time in the name, thanks @aiyolo!
- Improvements to our doc strings across the board.
- wandb.Table now supports a `dataframe` argument for logging dataframes as tables!

#### :bug: Bug Fix

- Artifacts work in python2
- Artifacts default download locations work in Windows
- GCS references now properly cache / download, thanks @yoks!
- Fix encoding of numpy arrays to JSON
- Fix string comparison error message

## 0.9.2 (June 29, 2020)

#### :nail_care: Enhancement

- Major overhaul of artifact caching
- Configurable cache directory for artifacts
- Configurable download directory for artifacts
- New Artifact.verify method to ensure the integrity of local artifacts
- use_artifact no longer requires `type`
- Deleted artifacts can now be be recommitted
- Lidar scenes now support vectors

#### :bug: Bug Fix

- Fix issue with artifact downloads returning errors.
- Segmentation masks now handle non-unint8 data
- Fixed path parsing logic in `api.runs()`

## 0.9.1 (June 9, 2020)

#### :bug: Bug Fix

- Fix issue where files were always logged to latest run in a project.
- Fix issue where url was not display url on first call to wandb.init

## 0.9.0 (June 5, 2020)

#### :bug: Bug Fix

- Handle multiple inits in Jupyter
- Handle ValueError's when capturing signals, thanks @jsbroks
- wandb agent handles rate limiting properly

#### :nail_care: Enhancement

- wandb.Artifact is now generally available!
- feature_importances now supports CatBoost, thanks @neomatrix369

## 0.8.36 (May 11, 2020)

#### :bug: Bug Fix

- Catch all exceptions when saving Jupyter sessions
- validation_data automatically set in TF >= 2.2
- _implements_\* hooks now implemented in keras callback for TF >= 2.2

#### :nail_care: Enhancement

- Raw source code saving now disabled by default
- We now support global settings on boot to enable code saving on the server
- New `code_save=True` argument to wandb.init to enable code saving manually

## 0.8.35 (May 1, 2020)

#### :bug: Bug Fix

- Ensure cells don't hang on completion
- Fixed jupyter integration in PyCharm shells
- Made session history saving handle None metadata in outputs

## 0.8.34 (Apr 28, 2020)

#### :nail_care: Enhancement

- Save session history in jupyter notebooks
- Kaggle internet enable notification
- Extend wandb.plots.feature_importances to work with more model types, thanks @neomatrix369!

#### :bug: Bug Fix

- Code saving for jupyter notebooks restored
- Fixed thread errors in jupyter
- Ensure final history rows aren't dropped in jupyter

## 0.8.33 (Apr 24, 2020)

#### :nail_care: Enhancement

- Add default class labels for semantic segmentation
- Enhance bounding box API to be similar to semantic segmentation API

#### :bug: Bug Fix

- Increase media table rows to improve ROC/PR curve logging
- Fix issue where pre binned histograms were not being handled properly
- Handle nan values in pytorch histograms
- Fix handling of binary image masks

## 0.8.32 (Apr 14, 2020)

#### :nail_care: Enhancement

- Improve semantic segmentation image mask logging

## 0.8.31 (Mar 19, 2020)

#### :nail_care: Enhancement

- Close all open files to avoice ResourceWarnings, thanks @CrafterKolyan!

#### :bug: Bug Fix

- Parse "tensor" protobufs, fixing issues with tensorboard syncing in 2.1

## 0.8.30 (Mar 19, 2020)

#### :nail_care: Enhancement

- Add ROC, precision_recall, HeatMap, explainText, POS, and NER to wandb.plots
- Add wandb.Molecule() logging
- Capture kaggle runs for metrics
- Add ability to watch from run object

#### :bug: Bug Fix

- Avoid accidently picking up global debugging logs

## 0.8.29 (Mar 5, 2020)

#### :nail_care: Enhancement

- Improve bounding box annotations
- Log active GPU system metrics
- Only writing wandb/settings file if wandb init is called
- Improvements to wandb local command

#### :bug: Bug Fix

- Fix GPU logging on some devices without power metrics
- Fix sweep config command handling
- Fix tensorflow string logging

## 0.8.28 (Feb 21, 2020)

#### :nail_care: Enhancement

- Added code saving of main python module
- Added ability to specify metadata for bounding boxes and segmentation masks

#### :bug: Bug Fix

- Fix situations where uncommitted data from wandb.log() is not persisted

## 0.8.27 (Feb 11, 2020)

#### :bug: Bug Fix

- Fix dependency conflict with new versions of six package

## 0.8.26 (Feb 10, 2020)

#### :nail_care: Enhancement

- Add best metric and epoch to run summary with Keras callback
- Added wandb.run.config_static for environments required pickled config

#### :bug: Bug Fix

- Fixed regression causing failures with wandb.watch() and DataParallel
- Improved compatibility with python 3.8
- Fix model logging under windows

## 0.8.25 (Feb 4, 2020)

#### :bug: Bug Fix

- Fix exception when using wandb.watch() in a notebook
- Improve support for sparse tensor gradient logging on GPUs

## 0.8.24 (Feb 3, 2020)

#### :bug: Bug Fix

- Relax version dependency for PyYAML for users with old environments

## 0.8.23 (Feb 3, 2020)

#### :nail_care: Enhancement

- Added scikit-learn support
- Added ability to specify/exclude specific keys when building wandb.config

#### :bug: Bug Fix

- Fix wandb.watch() on sparse tensors
- Fix incompatibilty with ray 0.8.1
- Fix missing pyyaml requirement
- Fix "W&B process failed to launch" problems
- Improved ability to log large model graphs and plots

## 0.8.22 (Jan 24, 2020)

#### :nail_care: Enhancement

- Added ability to configure agent commandline from sweep config

#### :bug: Bug Fix

- Fix fast.ai prediction logging
- Fix logging of eager tensorflow tensors
- Fix jupyter issues with logging notebook name and wandb.watch()

## 0.8.21 (Jan 15, 2020)

#### :nail_care: Enhancement

- Ignore wandb.init() specified project and entity when running a sweep

#### :bug: Bug Fix

- Fix agent "flapping" detection
- Fix local controller not starting when sweep is pending

## 0.8.20 (Jan 10, 2020)

#### :nail_care: Enhancement

- Added support for LightGBM
- Added local board support (Experimental)
- Added ability to modify sweep configuration
- Added GPU power logging to system metrics

#### :bug: Bug Fix

- Prevent sweep agent from failing continuously when misconfigured

## 0.8.19 (Dec 18, 2019)

#### :nail_care: Enhancement

- Added beta support for ray/tune hyperopt search strategy
- Added ability to specify max runs per agent
- Improve experience starting a sweep without a project already created

#### :bug: Bug Fix

- Fix repeated wandb.Api().Run(id).scan_history() calls get updated data
- Fix early_terminate/hyperband in notebook/python environments

## 0.8.18 (Dec 4, 2019)

#### :nail_care: Enhancement

- Added min_step and max_step to run.scan_history for grabbing sub-sections of metrics
- wandb.init(reinit=True) now automatically calls wandb.join() to better support multiple runs per process

#### :bug: Bug Fix

- wandb.init(sync_tensorboard=True) works again for TensorFlow 2.0

## 0.8.17 (Dec 2, 2019)

#### :nail_care: Enhancement

- Handle tags being passed in as a string

#### :bug: Bug Fix

- Pin graphql-core < 3.0.0 to fix install errors
- TQDM progress bars update logs properly
- Oversized summary or history logs are now dropped which prevents retry hanging

## 0.8.16 (Nov 21, 2019)

#### :bug: Bug Fix

- Fix regression syncing some versions of Tensorboard since 0.8.13
- Fix network error in Jupyter

## 0.8.15 (Nov 5, 2019)

#### :bug: Bug Fix

- Fix calling wandb.init with sync_tensorboard multiple times in Jupyter
- Fix RuntimeError race when using threads and calling wandb.log
- Don't initialize Sentry when error reporting is disabled

#### :nail_care: Enhancement

- Added best_run() to wandb.sweep() public Api objects
- Remove internal tracking keys from wandb.config objects in the public Api

## 0.8.14 (Nov 1, 2019)

#### :bug: Bug Fix

- Improve large object warning when values reach maximum size
- Warn when wandb.save isn't passed a string
- Run stopping from the UI works since regressing in 0.8.12
- Restoring a file that already exists locally works
- Fixed TensorBoard incorrectly placing some keys in the wrong step since 0.8.10
- wandb.Video only accepts uint8 instead of incorrectly converting to floats
- SageMaker environment detection is now more robust
- Resuming correctly populates config
- wandb.restore respects root when run.dir is set #658
- Calling wandb.watch multiple times properly namespaces histograms and graphs

#### :nail_care: Enhancement

- Sweeps now work in Windows!
- Added sweep attribute to Run in the public api
- Added sweep link to Jupyter and terminal output
- TensorBoard logging now stores proper timestamps when importing historic results
- TensorBoard logging now supports configuring rate_limits and filtering event types
- Use simple output mirroring stdout doesn't have a file descriptor
- Write wandb meta files to the system temp directory if the local directory isn't writable
- Added beta api.reports to the public API
- Added wandb.unwatch to remove hooks from pytorch models
- Store the framework used in config.\_wandb

## 0.8.13 (Oct 15, 2019)

#### :bug: Bug Fix

- Create nested directory when videos are logged from tensorboard namespaces
- Fix race when using wandb.log `async=True`
- run.summary acts like a proper dictionary
- run.summary sub dictionaries properly render
- handle None when passing class_colors for segmentation masks
- handle tensorflow2 not having a SessionHook
- properly escape args in windows
- fix hanging login when in anonymode
- tf2 keras patch now handles missing callbacks args

#### :nail_care: Enhancement

- Updates documentation autogenerated from docstrings in /docs
- wandb.init(config=config_dict) does not update sweep specified parameters
- wandb.config object now has a setdefaults method enabling improved sweep support
- Improved terminal and jupyter message incorporating :rocket: emojii!
- Allow wandb.watch to be called multiple times on different models
- Improved support for watching multiple tfevent files
- Windows no longer requires `wandb run` simply run `python script_name.py`
- `wandb agent` now works on windows.
- Nice error message when wandb.log is called without a dict
- Keras callback has a new `log_batch_frequency` for logging metrics every N batches

## 0.8.12 (Sep 20, 2019)

#### :bug: Bug Fix

- Fix compatibility issue with python 2.7 and old pip dependencies

#### :nail_care: Enhancement

- Improved onboarding flow when creating new accounts and entering api_key

## 0.8.11 (Sep 19, 2019)

#### :bug: Bug Fix

- Fix public api returning incorrect data when config value is 0 or False
- Resumed runs no longer overwrite run names with run id

#### :nail_care: Enhancement

- Added recording of spell.run id in config

## 0.8.10 (Sep 13, 2019)

#### :bug: Bug Fix

- wandb magic handles the case of tf.keras and keras being loaded
- tensorboard logging won't drop steps if multiple loggers have different global_steps
- keras gradient logging works in the latest tf.keras
- keras validation_data is properly set in tensorflow 2
- wandb pull command creates directories if they don't exist, thanks @chmod644
- file upload batching now asserts a minimum size
- sweeps works in python2 again
- scan_history now iterates the full set of points
- jupyter will run local mode if credentials can't be obtained

#### :nail_care: Enhancement

- Sweeps can now be run from within jupyter / directly from python! https://docs.wandb.com/sweeps/python
- New openai gym integration will automatically log videos, enabled with the monitor_gym keyword argument to wandb.init
- Ray Tune logging callback in wandb.ray.WandbLogger
- New global config file in ~/.config/wandb for global settings
- Added tests for fastai, thanks @borisdayma
- Public api performance enhancements
- Deprecated username in favor of entity in the public api for consistency
- Anonymous login support enabled by default
- New wandb.login method to be used in jupyter enabling anonymous logins
- Better dependency error messages for data frames
- Initial integration with spell.run
- All images are now rendered as PNG to avoid JPEG artifacts
- Public api now has a projects field

## 0.8.9 (Aug 19, 2019)

#### :bug: Bug Fix

- run.summary updates work in jupyter before log is called
- don't require numpy to be installed
- Setting nested keys in summary works
- notebooks in nested directories are properly saved
- Don't retry 404's / better error messaging from the server
- Strip leading slashes when loading paths in the public api

#### :nail_care: Enhancement

- Small files are batch uploaded as gzipped tarballs
- TensorBoardX gifs are logged to wandb

## 0.8.8 (Aug 13, 2019)

#### :bug: Bug Fix

- wandb.init properly handles network failures on startup
- Keras callback only logs examples if data_type or input_type is set
- Fix edge case PyTorch model logging bug
- Handle patching tensorboard multiple times in jupyter
- Sweep picks up config.yaml from the run directory
- Dataframes handle integer labels
- Handle invalid JSON when querying jupyter servers

#### :nail_care: Enhancement

- fastai uses a fixed seed for example logging
- increased the max number of images for fastai callback
- new wandb.Video tag for logging video
- sync=False argument to wandb.log moves logging to a thread
- New local sweep controller for custom search logic
- Anonymous login support for easier onboarding
- Calling wandb.init multiple times in jupyter doesn't error out

## 0.8.7 (Aug 7, 2019)

#### :bug: Bug Fix

- keras callback no longer guesses input_type for 2D data
- wandb.Image handles images with 1px height

#### :nail_care: Enhancement

- wandb Public API now has `run.scan_history` to return all history rows
- wandb.config prints helpful errors if used before calling init
- wandb.summary prints helpful errors if used before calling init
- filestream api points to new url on the backend

## 0.8.6 (July 31, 2019)

#### :bug: Bug Fix

- fastai callback uses the default monitor instead of assuming val_loss
- notebook introspections handles error cases and doesn't print stacktrace on failure
- Don't print description warning when setting name
- Fixed dataframe logging error with the keras callback
- Fixed line offsets in logs when resuming runs
- wandb.config casts non-builtins before writing to yaml
- vendored backports.tempfile to address missing package on install

#### :nail_care: Enhancement

- Added `api.sweep` to the python export api for querying sweeps
- Added `WANDB_NOTEBOOK_NAME` for specifying the notebook name in cases we can't infer it
- Added `WANDB_HOST` to override hostnames
- Store if a run was run within jupyter
- wandb now supports stopping runs from the web ui
- Handle floats passed as step to `wandb.log`
- wandb.config has full unicode support
- sync the main file to wandb if code saving is enabled and it's untracked by git
- XGBoost callback: wandb.xgboost.wandb_callback()

## 0.8.5 (July 12, 2019)

#### :bug: Bug Fix

- Fixed plotly charts with large numpy arrays not rendering
- `wandb docker` works when nvidia is present
- Better error when non string keys are sent to log
- Relaxed pyyaml dependency to fix AMI installs
- Magic works in jupyter notebooks.

#### :nail_care: Enhancement

- New preview release of auto-dataframes for Keras
- Added input_type and output_type to the Keras callback for simpler config
- public api supports retrieving specific keys and custom xaxis

## 0.8.4 (July 8, 2019)

#### :bug: Bug Fix

- WANDB_IGNORE_GLOBS is respected on the final scan of files
- Unified run.id, run.name, and run.notes across all apis
- Handle funky terminal sizes when setting up our pseudo tty
- Fixed Jupyter notebook introspection logic
- run.summary.update() persists changes to the server
- tensorboard syncing is robust to invalid histograms and truncated files

#### :nail_care: Enhancement

- preview release of magic, calling wandb.init(magic=True) should automatically track config and metrics when possible
- cli now supports local installs of the backend
- fastai callback supports logging example images

## 0.8.3 (June 26, 2019)

#### :bug: Bug Fix

- image logging works in Windows
- wandb sync handles tfevents with a single timestep
- fix incorrect command in overview page for running runs
- handle histograms with > 512 bins when streaming tensorboard
- better error message when calling wandb sync on a file instead of a directory

#### :nail_care: Enhancement

- new helper function for handling hyperparameters in sweeps `wandb.config.user_items()`
- better mocking for improved testing

## 0.8.2 (June 20, 2019)

#### :bug: Bug Fix

- entity is persisted on wandb.run when queried from the server
- tmp files always use the temporary directory to avoid syncing
- raise error if file shrinks while uploading
- images log properly in windows
- upgraded pyyaml requirement to address CVE
- no longer store a history of rows to prevent memory leak

#### :nail_care: Enhancement

- summary now supports new dataframe format
- WANDB_SILENT environment variable writes all wandb messages to debug.log
- Improved error messages for windows and tensorboard logging
- output.log is uploaded at the end of each run
- metadata, requirements, and patches are uploaded at the beginning of a run
- when not running from a git repository, store the main python file
- added WANDB_DISABLE_CODE to prevent diffing and code saving
- when running in jupyter store the name of the notebook
- auto-login support for colab
- store url to colab notebook
- store the version of this library in config
- store sys.executable in metadata
- fastai callback no longer requires path
- wandb.init now accepts a notes argument
- The cli replaced the message argument with notes and name

## 0.8.1 (May 23, 2019)

#### :bug: Bug Fix

- wandb sync handles tensorboard embeddings
- wandb sync correctly handles images in tensorboard
- tf.keras correctly handles single input functional models
- wandb.Api().runs returns an iterator that's reusable
- WANDB_DIR within a hidden directory doesn't prevent syncing
- run.files() iterates over all files
- pytorch recursion too deep error

#### :nail_care: Enhancement

- wandb sync accepts an --ignore argument with globs to skip files
- run.summary now has an items() method for iterating over all keys

## 0.8.0 (May 17, 2019)

#### :bug: Bug Fix

- Better error messages on access denied
- Better error messages when optional packages aren't installed
- Urls printed to the terminal are url-escaped
- Namespaced tensorboard events work with histograms
- Public API now retries on failures and re-uses connection pool
- Catch git errors when remotes aren't pushed to origin
- Moved keras graph collection to on_train_begin to handle unbuilt models
- Handle more cases of not being able to save weights
- Updates to summary after resuming are persisted
- PyTorch histc logging fixed in 0.4.1
- Fixed `wandb sync` tensorboard import

#### :nail_care: Enhancement

- wandb.init(tensorboard=True) works with Tensorflow 2 and Eager Execution
- wandb.init(tensorboard=True) now works with tb-nightly and PyTorch
- Automatically log examples with tf.keras by adding missing validation_data
- Socket only binds to localhost for improved security and prevents firewall warnings in OSX
- Added user object to public api for getting the source user
- Added run.display_name to the public api
- Show display name in console output
- Added --tags, --job_group, and --job_type to `wandb run`
- Added environment variable for minimum time to run before considering crashed
- Added flake8 tests to CI, thanks @cclauss!

## 0.7.3 (April 15, 2019)

#### :bug: Bug Fix

- wandb-docker-run accepts image digests
- keras callback works in tensorflow2-alpha0
- keras model graph now puts input layer first

#### :nail_care: Enhancement

- PyTorch log frequency added for gradients and weights
- PyTorch logging performance enhancements
- wandb.init now accepts a name parameter for naming runs
- wandb.run.name reflects custom display names
- Improvements to nested summary values
- Deprecated wandb.Table.add_row in favor of wandb.Table.add_data
- Initial support for a fast.ai callback thanks to @borisdayma!

## 0.7.2 (March 19, 2019)

#### :bug: Bug Fix

- run.get_url resolves the default entity if one wasn't specified
- wandb restore accepts run paths with only slashes
- Fixed PyYaml deprecation warnings
- Added entrypoint shell script to manifest
- Strip newlines from cuda version

## 0.7.1 (March 14, 2019)

#### :bug: Bug Fix

- handle case insensitive docker credentials
- fix app_url for private cloud login flow
- don't retry 404's when starting sweep agents

## 0.7.0 (February 28, 2019)

#### :bug: Bug Fix

- ensure DNS lookup failures can't prevent startup
- centralized debug logging
- wandb agent waits longer to send a SIGKILL after sending SIGINT

#### :nail_care: Enhancement

- support for logging docker images with the WANDB_DOCKER env var
- WANDB_DOCKER automatically set when run in kubernetes
- new wandb-docker-run command to automatically set env vars and mount code
- wandb.restore supports launching docker for runs that ran with it
- python packages are now recorded and saved in a requirements.txt file
- cpu_count, gpu_count, gpu, os, and python version stored in wandb-metadata.json
- the export api now supports docker-like paths, i.e. username/project:run_id
- better first time user messages and login info

## 0.6.35 (January 29, 2019)

#### :bug: Bug Fix

- Improve error reporting for sweeps

## 0.6.34 (January 23, 2019)

#### :bug: Bug Fix

- fixed Jupyter logging, don't change logger level
- fixed resuming in Jupyter

#### :nail_care: Enhancement

- wandb.init now degrades gracefully if a user hasn't logged in to wandb
- added a **force** flag to wandb.init to require a machine to be logged in
- Tensorboard and TensorboardX logging is now automatically instrumented when enabled
- added a **tensorboard** to wandb.init which patches tensorboard for logging
- wandb.save handles now accepts a base path to files in sub directories
- wandb.tensorflow and wandb.tensorboard can now be accessed without directly importing
- `wandb sync` will now traverse a wandb run directory and sync all runs

## 0.6.33 (January 22, 2019)

#### :bug: Bug Fix

- Fixed race where wandb process could hang at the end of a run

## 0.6.32 (December 22, 2018)

#### :bug: Bug Fix

- Fix resuming in Jupyter on kernel restart
- wandb.save ensures files are pushed regardless of growth

#### :nail_care: Enhancement

- Added replace=True keyword to init for auto-resuming
- New run.resumed property that can be used to detect if we're resuming
- New run.step property to use for setting an initial epoch on resuming
- Made Keras callback save the best model as it improves

## 0.6.31 (December 20, 2018)

#### :bug: Bug Fix

- Really don't require numpy
- Better error message if wandb.log is called before wandb.init
- Prevent calling wandb.watch multiple times
- Handle datetime attributes in logs / plotly

#### :nail_care: Enhancement

- Add environment to sweeps
- Enable tagging in the public API and in wandb.init
- New media type wandb.Html for logging arbitrary html
- Add Public api.create_run method for custom integrations
- Added glob support to wandb.save, files save as they're written to
- Added wandb.restore for pulling files on resume

## 0.6.30 (December 6, 2018)

#### :bug: Bug Fix

- Added a timeout for generating diffs on large repos
- Fixed edge case where file syncing could hang
- Ensure all file changes are captured before exit
- Handle cases of sys.exit where code isn't passed
- Don't require numpy

#### :nail_care: Enhancement

- New `wandb sync` command that pushes a local directory to the cloud
- Support for syncing tfevents file during training
- Detect when running as TFJob and auto group
- New Kubeflow module with initial helpers for pipelines

## 0.6.29 (November 26, 2018)

#### :bug: Bug Fix

- Fixed history / summary bug

## 0.6.28 (November 24, 2018)

#### :nail_care: Enhancement

- Initial support for AWS SageMaker
- `hook_torch` renamed to `watch` with a deprecation warning
- Projects are automatically created if they don't exist
- Additional GPU memory_allocated metric added
- Keras Graph stores edges

#### :bug: Bug Fix

- PyTorch graph parsing is more robust
- Fixed PyTorch 0.3 support
- File download API supports WANDB_API_KEY authentication

## 0.6.27 (November 13, 2018)

#### :nail_care: Enhancement

- Sweeps work with new backend (early release).
- Summary tracks all history metrics unless they're overridden by directly writing
  to summary.
- Files support in data API.

#### :bug: Bug Fix

- Show ongoing media file uploads in final upload progress.

## 0.6.26 (November 9, 2018)

#### :nail_care: Enhancement

- wandb.Audio supports duration

#### :bug: Bug Fix

- Pass username header in filestream API

## 0.6.25 (November 8, 2018)

#### :nail_care: Enhancement

- New wandb.Audio data type.
- New step keyword argument when logging metrics
- Ability to specify run group and job type when calling wandb.init() or via
  environment variables. This enables automatic grouping of distributed training runs
  in the UI
- Ability to override username when using a service account API key

#### :bug: Bug Fix

- Handle non-tty environments in Python2
- Handle non-existing git binary
- Fix issue where sometimes the same image was logged twice during a Keras step

## 0.6.23 (October 19, 2018)

#### :nail_care: Enhancement

- PyTorch
  - Added a new `wandb.hook_torch` method which records the graph and logs gradients & parameters of pytorch models
  - `wandb.Image` detects pytorch tensors and uses **torchvision.utils.make_grid** to render the image.

#### :bug: Bug Fix

- `wandb restore` handles the case of not being run from within a git repo.

## 0.6.22 (October 18, 2018)

#### :bug: Bug Fix

- We now open stdout and stderr in raw mode in Python 2 ensuring tools like bpdb work.

## 0.6.21 (October 12, 2018)

#### :nail_care: Enhancement

- Catastrophic errors are now reported to Sentry unless WANDB_ERROR_REPORTING is set to false
- Improved error handling and messaging on startup

## 0.6.20 (October 5, 2018)

#### :bug: Bug Fix

- The first image when calling wandb.log was not being written, now it is
- `wandb.log` and `run.summary` now remove whitespace from keys

## 0.6.19 (October 5, 2018)

#### :bug: Bug Fix

- Vendored prompt_toolkit < 1.0.15 because the latest ipython is pinned > 2.0
- Lazy load wandb.h5 only if `summary` is accessed to improve Data API performance

#### :nail_care: Enhancement

- Jupyter
  - Deprecated `wandb.monitor` in favor of automatically starting system metrics after the first wandb.log call
  - Added new **%%wandb** jupyter magic method to display live results
  - Removed jupyter description iframe
- The Data API now supports `per_page` and `order` options to the `api.runs` method
- Initial support for wandb.Table logging
- Initial support for matplotlib logging