Update dependency wandb to ^0.21.0 #227
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This PR contains the following updates:
^0.18.0->^0.21.0Release Notes
wandb/wandb (wandb)
v0.21.1Compare Source
Notable Changes
The default ordering for
Api().runs(...)andApi().sweeps(...)is now ascending order based on the runscreated_attime.Added
firstsummary option indefine_metric(@kptkin in https://github.com/wandb/wandb/pull/10121)patternparameter toApi().run().filesto only get files matching a given pattern from the W&B backend (@jacobromero in https://github.com/wandb/wandb/pull/10163)formatkey to Launch input JSONSchema to specify a string with a secret format (@domphan-wandb in https://github.com/wandb/wandb/pull/10207)Changed
Sweep.nameproperty will now return user-edited display name if available (falling back to original name from sweep config, then sweep ID as before) (@kelu-wandb in https://github.com/wandb/wandb/pull/10144)Api().runs(...)andApi().sweeps(...)now returns runs in ascending order according to the runscreated_attime. (@jacobromero in https://github.com/wandb/wandb/pull/10130)__bool__for the registry iterators to align with python lazy iterators. (@estellazx in https://github.com/wandb/wandb/pull/10259)Deprecated
wandb.beta.workflowsmodule and its contents (includinglog_model(),use_model(), andlink_model()) are deprecated and will be removed in a future release (@tonyyli-wandb in https://github.com/wandb/wandb/pull/10205).Fixed
InternalArtifactnames have been shortened to 6 alphanumeric characters (@tonyyli-wandb in https://github.com/wandb/wandb/pull/10102)wandb.Videowill not print a progress spinner while encoding video whenWANDB_SILENT/WANDB_QUIETenvironment variables are set (@jacobromero in https://github.com/wandb/wandb/pull/10064)api.registries()from having an extrawandb-registry-prefix in the name and full_name fields (@estellazx in https://github.com/wandb/wandb/pull/10187)sync_tensorboard(@timoffex in https://github.com/wandb/wandb/pull/10199)Api().run(...).upload_fileno longer throws an error when uploading a file in a different path relative to the provided root directory (@jacobromero in https://github.com/wandb/wandb/pull/10228)load()function on a public API run object no longer throwsTypeError. (@jacobromero in https://github.com/wandb/wandb/pull/10050)wandb.agent()API throws an exception, it will now appear on the logs page for the run. (This previously only happened for runs called by thewandb agentCLI command.) (@kelu-wandb in https://github.com/wandb/wandb/pull/10244)v0.21.0Compare Source
Notable Changes
This version removes the legacy implementation of the
serviceprocess. This is a breaking change.Added
x_stats_track_process_treeto track process-specific metrics such as the RSS, CPU%, and thread count in use for the entire process tree, starting fromx_stats_pid. This can be expensive and is disabled by default (@dmitryduev in https://github.com/wandb/wandb/pull/10089)Changed
Artifact.link()no longer instantiates a throwaway placeholder run (@tonyyli-wandb in https://github.com/wandb/wandb/pull/9828)wandbnow attempts to use Unix sockets for IPC instead of listening on localhost, making it work in environments with more restrictive permissions (such as Databricks) (@timoffex in https://github.com/wandb/wandb/pull/9995)Api.artifact()will now display a warning while fetching artifacts from migrated model registry collections (@ibindlish in https://github.com/wandb/wandb/pull/10047).lengthfor objects queried fromwandb.Apihas been deprecated. Uselen(...)instead (@jacobromero in https://github.com/wandb/wandb/pull/10091)Removed
Removed the legacy python implementation of the
serviceprocess. Thelegacy-serviceoption ofwandb.requireas well as thex_require_legacy_serviceandx_disable_setproctitlesettings with the corresponding environment variables have been removed and will now raise an error if used (@dmitryduev in https://github.com/wandb/wandb/pull/9965)Removed the private
wandb.Run._metadataattribute. To override the auto-detected CPU and GPU counts as well as the GPU type, please use the new settingsx_stats_{cpu_count,cpu_logical_count,gpu_count,gpu_type}(@dmitryduev in https://github.com/wandb/wandb/pull/9984)Fixed
silent,quiet, andshow_warningssettings passed to aRuninstance for warnings emitted by the service process (@kptkin in https://github.com/wandb/wandb/pull/10077)api.Runsno longer makes an API call for each run loaded from W&B (@jacobromero in https://github.com/wandb/wandb/pull/10087)x_extra_http_headerssetting from the env variable (@dmitryduev in https://github.com/wandb/wandb/pull/10103).lengthcalls the W&B backend to load the length of objects when no data has been loaded rather than returningNone(@jacobromero in https://github.com/wandb/wandb/pull/10091)v0.20.1Compare Source
Fixed
wandb.Image()was broken in 0.20.0 when given NumPy arrays with values in the range [0, 1], now fixed (@timoffex in https://github.com/wandb/wandb/pull/9982)v0.20.0Compare Source
Fixed
wandb.Image()was broken in 0.20.0 when given NumPy arrays with values in the range [0, 1], now fixed (@timoffex in https://github.com/wandb/wandb/pull/9982)v0.19.11Compare Source
Added
artifact.is_linkproperty to artifacts to determine if an artifact is a link artifact (such as in the Registry) or source artifact. (@estellazx in https://github.com/wandb/wandb/pull/9764)artifact.linked_artifactsto fetch all the linked artifacts to a source artifact andartifact.source_artifactto fetch the source artifact of a linked artifact. (@estellazx in https://github.com/wandb/wandb/pull/9789)run.link_artifact(),artifact.link(), andrun.link_model()all return the linked artifact upon linking (@estellazx in https://github.com/wandb/wandb/pull/9763)artifact.download(multipart=True). (@pingleiwandb in https://github.com/wandb/wandb/pull/9738)Project.idproperty to get the project ID on awandb.public.Project(@tonyyli-wandb in https://github.com/wandb/wandb/pull/9194).wandb.automations.*to support programmatically managing W&B Automations.Api.integrations(),Api.slack_integrations(),Api.webhook_integrations()to fetch a team's existing Slack or webhook integrations.Api.create_automation(),Api.automation()/Api.automations(),Api.update_automation(),Api.delete_automation()to create, fetch, edit, and delete Automations.RUN_METRIC_CHANGEevents, i.e. on changes in run metric values (absolute or relative deltas). (@tonyyli-wandb in https://github.com/wandb/wandb/pull/9775)WANDB_ENABLE_DCGM_PROFILINGenvironment variable totrue. Requires thenvidia-dcgmservice to be running on the machine. Enabling this feature can lead to increased resource usage. (@dmitryduev in https://github.com/wandb/wandb/pull/9780)Fixed
run.log_codecorrectly sets the run configscode_pathvalue. (@jacobromero in https://github.com/wandb/wandb/pull/9753)WANDB_CONFIG_DIRfor determining system settings file path (@jacobromero in https://github.com/wandb/wandb/pull/9711)ArtifactandArtifactCollectionnames (which would make them unloggable), explicitly raising aValueErrorwhen attempting to assign an invalid name. (@tonyyli-wandb in https://github.com/wandb/wandb/pull/8773)ConfigErrorin Pydantic v1 environments from not calling.model_rebuild()/.update_forward_refs()on generated types with ForwardRef fields (@tonyyli-wandb in https://github.com/wandb/wandb/pull/9795)wandb.init()no longer raisesPermission deniederror when the wandb directory is not writable or readable (@jacobromero in https://github.com/wandb/wandb/pull/9751)file.delete()on files queried viaapi.Runs(...)no longer raisesCommError(@jacobromero in https://github.com/wandb/wandb/pull/9748)v0.19.10Compare Source
Added
reinit="create_new"setting causeswandb.init()to create a new run even if other runs are active, without finishing the other runs (in contrast toreinit="finish_previous"). This will eventually become the default (@timoffex in https://github.com/wandb/wandb/pull/9562)Artifact.history_stepto return the nearest run step at which history metrics were logged for the artifact's source run (@ibindlish in https://github.com/wandb/wandb/pull/9732)data_is_not_pathflag to skip file checks when initializingwandb.Htmlwith a sting that points to a file.Changed
Artifact.download()no longer raises an error when usingWANDB_MODE=offlineor when an offline run exists (@timoffex in https://github.com/wandb/wandb/pull/9695)Removed
-q/--quietargument to thewandbmagic in IPython / Jupyter; use thequietrun setting instead (@timoffex in https://github.com/wandb/wandb/pull/9705)Deprecated
wandb.Runmethods are deprecated in favor of properties and will be removed in a future release (@kptkin in https://github.com/wandb/wandb/pull/8925):run.project_name()is deprecated in favor ofrun.projectrun.get_url()method is deprecated in favor ofrun.urlrun.get_project_url()method is deprecated in favor ofrun.project_urlrun.get_sweep_url()method is deprecated in favor ofrun.sweep_urlFixed
wandb.Html()no longer raisesIsADirectoryErrorwith a value that matched a directory on the users system. (@jacobromero in https://github.com/wandb/wandb/pull/9728)v0.19.9Compare Source
Added
reinitsetting can be set to"default"(@timoffex in https://github.com/wandb/wandb/pull/9569)Changed
reinitsetting are deprecated; use "return_previous" and "finish_previous" instead (@timoffex in https://github.com/wandb/wandb/pull/9557)propagate=Falseat import time, whereas it previously happened when starting a run. This may change the messages observed by the root logger in some workflows (@timoffex in https://github.com/wandb/wandb/pull/9540)plum-dispatchpackage. (@jacobromero in https://github.com/wandb/wandb/pull/9599)pydanticversion requirement to support both v1 and v2 (@dmitryduev in https://github.com/wandb/wandb/pull/9605)pydantictypes have been adapted to be compatible with Pydantic v1 (@tonyyli-wandb in https://github.com/wandb/wandb/pull/9623)wandb.init(dir=...)now creates any nonexistent directories indirif it has a parent directory that is writeable (@ringohoffman in https://github.com/wandb/wandb/pull/9545)per_pageargument now only acceptintvalues. Defaultper_pagevalues are set directly in method signatures, and explicitly passingNoneis no longer supported (@tonyyli-wandb in https://github.com/wandb/wandb/pull/9201)Fixed
wandb.init()in a notebook finishes previous runs as previously documented (@timoffex in https://github.com/wandb/wandb/pull/9569)jpg/jpegimages containing transparency data (@jacobromero in https://github.com/wandb/wandb/pull/9527)wandb.init(resume_from=...)now works without explicitly specifying the run'sid(@kptkin in https://github.com/wandb/wandb/pull/9572)v0.19.8Compare Source
Fixed
wandb-core(@jacobromero in https://github.com/wandb/wandb/pull/9475)Changed
v0.19.7Compare Source
Added
Changed
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
x_show_operation_statssetting (@timoffex in https://github.com/wandb/wandb/pull/9427)Fixed
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)TypeError: Object of type ... is not JSON serializablewhen using numpy number types as values. (@jacobromero in https://github.com/wandb/wandb/pull/9487)v0.19.6Compare Source
Added
Changed
Fixed
wandb.Artifact, which in turn slowed down fetching artifacts in various API methods. (@tonyyli-wandb in https://github.com/wandb/wandb/pull/9355)wandb.Apihave better string representations (@timoffex in https://github.com/wandb/wandb/pull/9361)nameto the path of the file references (@ssisk in https://github.com/wandb/wandb/pull/9378)Artifact.add_reference()withchecksum=Falseto log new versions of local reference artifacts without changes to the reference URI. (@tonyyli-wandb in https://github.com/wandb/wandb/pull/9326)v0.19.5Compare Source
Added
wandb login --base-url {host_url}to login as an alias ofwandb login --host {host_url}. (@jacobromero in https://github.com/wandb/wandb/pull/9323)Changed
Fixed
offlinemode 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 settingallow_offline_artifacts=Falseto revert to older compatible behavior. (@domphan-wandb in https://github.com/wandb/wandb/pull/9267)fork_fromandresume_from. (@dmitryduev in https://github.com/wandb/wandb/pull/9331)v0.19.4Compare Source
Fixed
v0.19.3Compare Source
Fixed
wandb.Settingsupdate regression inwandb.integration.metaflow(@kptkin in https://github.com/wandb/wandb/pull/9211)v0.19.2Compare Source
Added
Changed
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
x_show_operation_statssetting (@timoffex in https://github.com/wandb/wandb/pull/9427)Fixed
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)TypeError: Object of type ... is not JSON serializablewhen using numpy number types as values. (@jacobromero in https://github.com/wandb/wandb/pull/9487)v0.19.1Compare Source
Added
artifact.is_linkproperty to artifacts to determine if an artifact is a link artifact (such as in the Registry) or source artifact. (@estellazx in https://github.com/wandb/wandb/pull/9764)artifact.linked_artifactsto fetch all the linked artifacts to a source artifact andartifact.source_artifactto fetch the source artifact of a linked artifact. (@estellazx in https://github.com/wandb/wandb/pull/9789)run.link_artifact(),artifact.link(), andrun.link_model()all return the linked artifact upon linking (@estellazx in https://github.com/wandb/wandb/pull/9763)artifact.download(multipart=True). (@pingleiwandb in https://github.com/wandb/wandb/pull/9738)Project.idproperty to get the project ID on awandb.public.Project(@tonyyli-wandb in https://github.com/wandb/wandb/pull/9194).wandb.automations.*to support programmatically managing W&B Automations.Api.integrations(),Api.slack_integrations(),Api.webhook_integrations()to fetch a team's existing Slack or webhook integrations.Api.create_automation(),Api.automation()/Api.automations(),Api.update_automation(),Api.delete_automation()to create, fetch, edit, and delete Automations.RUN_METRIC_CHANGEevents, i.e. on changes in run metric values (absolute or relative deltas). (@tonyyli-wandb in https://github.com/wandb/wandb/pull/9775)WANDB_ENABLE_DCGM_PROFILINGenvironment variable totrue. Requires thenvidia-dcgmservice to be running on the machine. Enabling this feature can lead to increased resource usage. (@dmitryduev in https://github.com/wandb/wandb/pull/9780)Fixed
run.log_codecorrectly sets the run configscode_pathvalue. (@jacobromero in https://github.com/wandb/wandb/pull/9753)WANDB_CONFIG_DIRfor determining system settings file path (@jacobromero in https://github.com/wandb/wandb/pull/9711)ArtifactandArtifactCollectionnames (which would make them unloggable), explicitly raising aValueErrorwhen attempting to assign an invalid name. (@tonyyli-wandb in https://github.com/wandb/wandb/pull/8773)ConfigErrorin Pydantic v1 environments from not calling.model_rebuild()/.update_forward_refs()on generated types with ForwardRef fields (@tonyyli-wandb in https://github.com/wandb/wandb/pull/9795)wandb.init()no longer raisesPermission deniederror when the wandb directory is not writable or readable (@jacobromero in https://github.com/wandb/wandb/pull/9751)file.delete()on files queried viaapi.Runs(...)no longer raisesCommError(@jacobromero in https://github.com/wandb/wandb/pull/9748)v0.19.0Compare Source
Notable Changes
This version drops Python 3.7 and removes the
wandb.Run.plot_tablemethod.This version adds pydantic>=2.6,<3 as a dependency.
Changed
ihttps://github.com/wandb/wandb/pull/890505)
Removed
wandb.Run.plot_tablemethod. The functionality is still available and should be accessed usingwandb.plot_table, which is now the recommended way to use this feature. (@kptkin in https://github.com/wandb/wandb/pull/8686)Fixed
ultralyticsreporting if there are no positive examples in a validation batch. (@Jamil in https://github.com/wandb/wandb/pull/8870)log_paramsargument when calling lightgbm'swandb_callbackfunction. (@i-aki-y https://github.com/wandb/wandb/pull/8943)Configuration
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