wandb 0.13.0

v0.13.0

on Python PyPI

0.13.0 (August 3, 2022)

💅 Enhancement

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

🧹 Cleanup

• Adds an escape hatch logic to disable service by @kptkin in #3829
• Annotates wandb/docker and reverts change in the docker fixture by @dmitryduev in #3871
• Fixes GFLOPS to GFLOPs in the Keras WandbCallback by @ayulockin in #3913
• Adds type-annotate for file_stream.py by @dmitryduev in #3907
• Renames repository from client to wandb by @dmitryduev in #3977
• Updates documentation: adding --report_to wandb for HuggingFace Trainer by @ayulockin in #3959
• Makes aliases optional in link_artifact by @vwrj in #3986
• Renames wandb local to wandb server by @jsbroks in #3793
• Updates README badges by @raubitsj in #4023
• Improves wandb.init() error message by @raubitsj in #4030

🐛 Bug Fix

• Fixes sweep agent with service by @raubitsj in #3899
• Fixes an empty type equals invalid type and how artifact dictionaries are handled by @KyleGoyette in #3904
• Fixes wandb.Config object to support default values when getting an attribute by @farizrahman4u in #3820
• Removes default config from jobs by @KyleGoyette in #3973
• Fixes an issue where patch is None by @KyleGoyette in #4003
• Fixes requirements.txt parsing in nightly SDK installation checks by @dmitryduev in #4012
• Fixes 409 Conflict handling when GraphQL requests timeout by @raubitsj in #4000
• Fixes service teardown handling if user process has been terminated by @raubitsj in #4024
• Adds storage_path and fixed artifact.files by @vanpelt in #3969
• Fixes performance issue syncing runs with a large number of media files by @vanpelt in #3941
• Bump version: → 0.13.1.dev1 by @raubitsj in #4025
• Adds _internal_proc initialization in Service by @dmitryduev in #4029

New Contributors

• @bcsherma made their first contribution in #3250
• @cameron-martin made their first contribution in #3897

Full Changelog: v0.12.21...v0.13.0