wandb 0.15.4

v0.15.4

on Python PyPI

What's Changed

🪄 Enhancements

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

🔨 Fixes

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

📚 Docs

• docs(sdk): update contrib for yea-wandb changes by @kptkin in #5614

New Contributors

• @eohomegrownapps made their first contribution in #5261

Full Changelog: v0.15.3...v0.15.4