o ni@X@sdZddlmZddlZddlZddlZddlZddlZddl Z ddl Z ddl Z ddl Z ddlZddlZddlZddlmZddlmZmZddlmZddlmZddlmZmZmZmZmZmZmZm Z m!Z!dd l"m#Z#ddl$Z$ddl%Z%dd l%m&Z&m'Z'm(Z(dd l)m*Z*dd l+m,Z,m-Z-m.Z.m/Z/dd l0m1Z1ddl2m3Z3m4Z4m5Z5ddl6m7Z7m8Z8m9Z9m:Z:ddl;mZ>ddl?m@Z@ddlAmBZBddlCmDZDddlEmFZFddlGmHZHddlImJZJmKZKddlLmMZMddlNmOZOddlPmQZQddlRmSZSddlTmUZUddlVm ZWddlVmXZXddlYmZZ[dd l\m]Z]dd!l^m_Z_m`Z`maZambZbdd"lcmdZdmeZedd#lfmgZgmhZhmiZidd$ljmkZkdd%llmmZmmnZnmoZompZpdd&lqmrZre(sZtdd'lumvZvetewexZyergdd(lzm{Z{Gd)d*d*Z|d5d.d/Z}d6d1d2Z~Gd3d4d4eWZeXedS)7zArtifact class.) annotationsN)copy)datetime timedelta)partial) PurePosixPath) IO TYPE_CHECKINGAnyDictIteratorLiteralSequenceTypecast)urlparse) data_typesenvutil)normalize_exceptions)ArtifactCollection ArtifactFilesRetryingClientRun)WBValue) termerrortermlogtermwarn) ensure_loggedensure_not_finalizedvalidate_aliases validate_tags)ArtifactDownloadLogger)artifact_instance_cache)ArtifactManifest)ArtifactManifestEntry)ArtifactManifestV1) ArtifactState) ArtifactTTL)ArtifactNotLoggedErrorWaitTimeoutError)get_staging_dir)_GCSIsADirectoryError) StorageLayout)WANDB_STORAGE_POLICY) StoragePolicy)r) TypeRegistry)Api)_thread_local_api_settings) filesystemretryrunid telemetry) Deprecated deprecate)B64MD5 b64_to_hex_id md5_file_b64)Mailbox) FilePathStr LogicalPathStrPathURIStr) generate_id)gql) MessageFuturec@s`eZdZdZedZeej     d dddZ dddZ e dddZ e ddddd Ze dd#d$Zdd%d&Zedd'd(Zedd)d*Zeedd+d,Zeedd-d.Zedd/d0Zedd1d2Zeedd3d4Zeedd6d7Zeedd8d9Zeedd:d;Zeddd?Zeedd@dAZeeddBdCZ eddDdEZ!eddFdGZ"e"j#ddHdGZ"eddJdKZ$e$j#ddLdKZ$eddNdOZ%e%j#ddRdOZ%eeddTdUZ&e&j#eddWdUZ&eeddXdYZ'e'j#edd[dYZ'edd\d]Z(e(j#dd_d]Z(ed d`daZ)eddbdcZ*eddddeZ+ed!dgdhZ,eddidjZ-ed"dldmZ.eeddndoZ/eed"dpdqZ0eeddrdsZ1eeddtduZ2d#dvdwZ3d dxdyZ4d dzd{Z5  d$d%d~dZ6d&ddZ7d'd(ddZ8d)ddZ9e:d#ddZ;d*ddZ<d+ddZ=e>j?e@ d,d-ddZAe@    d.d/ddZBe@   d0d1ddZCe@  d2d3ddZDe@ d4d5ddZE   d6d7ddZFe@d8ddZGd9ddZHed9ddZIed*ddZJd:dd„ZKd;ddńZLe    d<d=dd˄ZM   d>d?dd̈́ZN   d@dAddτZOePjQeRddэeSjTdҍdBdCdd؄ZUed'dDddڄZVed'dEdd܄ZWed'dFddބZXe ߐdGdHddZYdIdJddZZdKddZ[dLddZ\ed4dMddZ]e:d4dMddZ^e:d'dNddZ_ed#ddZ`e:d#ddZaedOddZbedPddZcedQddZdeedRddZfeedSddZgdTd d ZhdUd d ZidS(VArtifacta{Flexible and lightweight building block for dataset and model versioning. Construct an empty W&B Artifact. Populate an artifacts contents with methods that begin with `add`. Once the artifact has all the desired files, you can call `wandb.log_artifact()` to log it. Args: name: A human-readable name for the artifact. Use the name to identify a specific artifact in the W&B App UI or programmatically. You can interactively reference an artifact with the `use_artifact` Public API. A name can contain letters, numbers, underscores, hyphens, and dots. The name must be unique across a project. type: The artifact's type. Use the type of an artifact to both organize and differentiate artifacts. You can use any string that contains letters, numbers, underscores, hyphens, and dots. Common types include `dataset` or `model`. Include `model` within your type string if you want to link the artifact to the W&B Model Registry. description: A description of the artifact. For Model or Dataset Artifacts, add documentation for your standardized team model or dataset card. View an artifact's description programmatically with the `Artifact.description` attribute or programmatically with the W&B App UI. W&B renders the description as markdown in the W&B App. metadata: Additional information about an artifact. Specify metadata as a dictionary of key-value pairs. You can specify no more than 100 total keys. Returns: An `Artifact` object. zwandb-artifactsNFnamestrtype description str | Nonemetadatadict[str, Any] | None incrementalbooluse_asreturnNonec Cstd|s td||dks|drtd|r tdd|_tt}t r/t j nt j }d|i} |j| d|_d|_i|_i|_d|_t|_d|_d|_td |_td |_d|_d|_||_d|_d|_ d|_!||_"d|_#||_$||_%|&||_'d|_(d |_)d |_*g|_+g|_,g|_-g|_.d|_/||_0||_1t2j3|_4t5|j|_6d|_7d|_8d|_9d|_:d |_;|t<|j<dS) Nz^[a-zA-Z0-9_\-.]+$zeArtifact name may only contain alphanumeric characters, dashes, underscores, and dots. Invalid name: jobzwandb-z^Artifact types 'job' and 'wandb-*' are reserved for internal use. Please use a different type.z$Using experimental arg `incremental` storageLayout)configTF)=rematch ValueError startswithr_clientr/lookup_by_namer.rget_use_v1_artifactsr-V1V2 from_config_storage_policy_tmp_dir _added_objs_added_local_paths _save_futureset_download_roots_base_id_idr5rA _client_id_sequence_client_id_entity_project_name_version_source_entity_source_project _source_name_source_version_type _description_normalize_metadata _metadata_ttl_duration_seconds_ttl_is_inherited _ttl_changed_aliases_saved_aliases_tags _saved_tags_distributed_id _incremental_use_asr'PENDING_stater& _manifest _commit_hash _file_count _created_at _updated_at_finalr#) selfrErGrHrJrLrNstorage_policy_clslayout policy_configrZ/home/ubuntu/SoloSpeech/.venv/lib/python3.10/site-packages/wandb/sdk/artifacts/artifact.py__init__msr     zArtifact.__init__cCsd|jp|jdS)Nz )idrErrrr__repr__szArtifact.__repr__ artifact_idclientrArtifact | Nonec Cst|}|dur |Stdt}|j|d|id}|d}|dur&dS|d}|d}|r4|dnd} |r<|d nd} d |d |d } || | | ||S) Nz query ArtifactByID($id: ID!) { artifact(id: $id) { ...ArtifactFragment } } rvariable_valuesartifactartifactSequenceproject entityNamerEz{}:v{} versionIndex)r#getrB_gql_artifact_fragmentexecuteformat _from_attrs) clsrrrqueryresponseattrssrc_collection src_project entity_name project_namerErrr_from_ids*   zArtifact._from_id)enable_trackingentityrrcCst}gd}dg}|r|d|dd|} d|} td| d| dtd } |||d } |r=|| d <|j| | d } | d }|sVtd|d|d|d}|sktd|d|d|d| |||||S)N)z$entityName: String!z$projectName: String!z$name: String!z name: $namez$enableTracking: BooleanzenableTracking: $enableTrackingz, z" query ArtifactByName(zh) { project(name: $projectName, entityName: $entityName) { artifact(zr) { ...ArtifactFragment } } } r projectNamerEenableTrackingrrz project 'z' not found under entity ''rz artifact 'z' not found in '/) InternalApi!server_project_type_introspectionappendjoinrBrrrrWr)rrrrErr0server_supports_enabling_artifact_usage_tracking query_vars query_argsvars_strargs_strrquery_variable_valuesr project_attrsrrrr _from_namesF        zArtifact._from_namerdict[str, Any]cCsR|ddd}||_||_||_||_||||jdus"J|t|j<|S)N placeholder)rG)rYrjrkrl _assign_attrsfinalizerr#)rrrrErrrrrrrs   zArtifact._from_attrsc s`|d|_d|d}|d}|d}|r|dnd|_|r#|dnd|_|dd ||_||_|jd ur<|j|_|jd urE|j|_|jd urN|j|_|d d|_|d |_ |j|j|j d ^}fd d|dD}dd|D}dd|D}|rz|\} Wnt yt dt |d|w|} | |_ d |jvr|jd | |_||_t||_dd|dgD} | |_t| |_|d} || rt| ni|_t|d|_|dd urdn|d|_t|d|_z |ddd} Wnttfyd |_Ynw| | |_|d|_!|d|_"|d |_#|d!|_$d S)"zEs z*Artifact._assign_attrs..aliasescSsg|] }t|r|qSrralias_is_version_indexrrrrrrO  cSsg|] }t|s|qSrrrrrrrRrz(Expected at most one version alias, got : cSsg|]}|dqS)rErrrrrrgtagsrJttlDurationSecondsttlIsInheritedTstatecurrentManifestfile directUrl commitHash fileCount createdAt updatedAt)%rgrnrorprqrjrkrlrrrssplitrWlenrmryrrzrr{r|rtjsonloadsrJ_ttl_duration_seconds_from_gqlrvrwr'r LookupError TypeErrorr_load_manifestrrrr) rr src_versionrr_rversion_aliases other_aliasesversionr metadata_str manifest_urlrrrr*s                zArtifact._assign_attrscCsnt|jdd|j}|j|_|j|_|j|_|j|_|j|_ |j |_ |j |_ |j |_t|j|_|S)a6Create a new draft artifact with the same content as this committed artifact. The artifact returned can be extended or modified and logged as a new version. Returns: An `Artifact` object. Raises: ArtifactNotLoggedError: If the artifact is not logged. rr)rD source_namerrGrnrjrorkrrfrYrHrsrJrur$from_manifest_jsonmanifestto_manifest_jsonr)rrrrr new_draftszArtifact.new_draftcCs |rdS|jdus J|jS)zThe artifact's ID.N)is_draftrgrrrrrsz Artifact.idcC|jdusJ|jS)zHThe name of the entity of the secondary (portfolio) artifact collection.N)rjrrrrrzArtifact.entitycCr)zIThe name of the project of the secondary (portfolio) artifact collection.N)rkrrrrrrzArtifact.projectcC|jS)zThe artifact name and version in its secondary (portfolio) collection. A string with the format `{collection}:{alias}`. Before the artifact is saved, contains only the name since the version is not yet known. )rlrrrrrEz Artifact.namecC|jd|jd|jS)z@The entity/project/name of the secondary (portfolio) collection.r)rrrErrrrqualified_namezArtifact.qualified_namecCr)z?The artifact's version in its secondary (portfolio) collection.N)rmrrrrrrzArtifact.versionrcC(|jdd}t|j|j|j||jS)aThe collection this artifact was retrieved from. A collection is an ordered group of artifact versions. If this artifact was retrieved from a portfolio / linked collection, that collection will be returned rather than the collection that an artifact version originated from. The collection that an artifact originates from is known as the source sequence. rr)rErrrYrrrGr base_namerrrrs zArtifact.collectioncCr)zEThe name of the entity of the primary (sequence) artifact collection.N)rnrrrr source_entityrzArtifact.source_entitycCr)zFThe name of the project of the primary (sequence) artifact collection.N)rorrrrsource_projectrzArtifact.source_projectcCr)zThe artifact name and version in its primary (sequence) collection. A string with the format `{collection}:{alias}`. Before the artifact is saved, contains only the name since the version is not yet known. )rprrrrrrzArtifact.source_namecCr)z=The entity/project/name of the primary (sequence) collection.r)rrrrrrrsource_qualified_namerzArtifact.source_qualified_namecCr)ztThe artifact's version in its primary (sequence) collection. A string with the format `v{number}`. N)rqrrrrsource_versionszArtifact.source_versioncCr)z-The artifact's primary (sequence) collection.rr)rrrrYrrrGrrrrsource_collection szArtifact.source_collectioncCr)z?The artifact's type. Common types include `dataset` or `model`.)rrrrrrrGz Artifact.typecCr)zA description of the artifact.rsrrrrrHrzArtifact.descriptioncCs ||_dS)a>Set the description of the artifact. For model or dataset Artifacts, add documentation for your standardized team model or dataset card. In the W&B UI the description is rendered as markdown. Args: description: Free text that offers a description of the artifact. Nr)rrHrrrrHs dictcCr)z_User-defined artifact metadata. Structured data associated with the artifact. )rurrrrrJ)szArtifact.metadatacCs|||_dS)a?User-defined artifact metadata. Metadata set this way will eventually be queryable and plottable in the UI; e.g. the class distribution of a dataset. Note: There is currently a limit of 100 total keys. Args: metadata: Structured data associated with the artifact. N)rtru)rrJrrrrJ1s timedelta | NonecCsD|jr|s |jrtt|jd||jdurdSt|jdS)aJThe time-to-live (TTL) policy of an artifact. Artifacts are deleted shortly after a TTL policy's duration passes. If set to `None`, the artifact deactivates TTL policies and will be not scheduled for deletion, even if there is a team default TTL. An artifact inherits a TTL policy from the team default if the team administrator defines a default TTL and there is no custom policy set on an artifact. Raises: ArtifactNotLoggedError: Unable to fetch inherited TTL if the artifact has not been logged or saved z.ttlN)seconds)rwrrxr)rG__name__rvrrrrrttl?s   z Artifact.ttlr timedelta | ArtifactTTL | NonecCs|jdkr tdd|_t|tr"|tjkrd|_dStd|d|_|dur.d|_dS|dkr=td|t ||_dS) aQThe time-to-live (TTL) policy of an artifact. Artifacts are deleted shortly after a TTL policy's duration passes. If set to `None`, the artifact has no TTL policy set and it is not scheduled for deletion. An artifact inherits a TTL policy from the team default if the team administrator defines a default TTL and there is no custom policy set on an artifact. Args: ttl: The duration as a positive Python `datetime.timedelta` Type that represents how long the artifact will remain active from its creation. z wandb-historyz.Cannot set artifact TTL for type wandb-historyTzUnhandled ArtifactTTL enum FNrz/Artifact TTL Duration has to be positive. ttl: ) rGrWrx isinstancer(INHERITrwrv total_secondsint)rr rrrr Ss        list[str]cCr)aList of one or more semantically-friendly references or identifying "nicknames" assigned to an artifact version. Aliases are mutable references that you can programmatically reference. Change an artifact's alias with the W&B App UI or programmatically. See [Create new artifact versions](https://docs.wandb.ai/guides/artifacts/create-a-new-artifact-version) for more information. )ryrrrrrvs zArtifact.aliasesrcCt||_dS)z.Set the aliases associated with this artifact.N)r ry)rrrrrrcCr)z;List of one or more tags assigned to this artifact version.)r{rrrrrsz Artifact.tagsrcCr)z+Set the tags associated with this artifact.N)r!r{)rrrrrrrcCrNr}rrrrdistributed_idzArtifact.distributed_idrcCs ||_dSrr)rrrrrrs cCrr)r~rrrrrLrzArtifact.incrementalcCrr)rrrrrrNrzArtifact.use_ascCs|jjS)zIThe status of the artifact. One of: "PENDING", "COMMITTED", or "DELETED".)rvaluerrrrrszArtifact.stater$cCsh|jdur1td}|jdusJ|jj||j|j|jdd}|dd}||ddd |_|jS) zThe artifact's manifest. The manifest lists all of its contents, and can't be changed once the artifact has been logged. NaE query ArtifactManifest( $entityName: String!, $projectName: String!, $name: String! ) { project(entityName: $entityName, name: $projectName) { artifact(name: $name) { currentManifest { file { directUrl } } } } } rrrrrrr)rrBrYrrjrkrlr)rrrrrrrrs"  zArtifact.manifestcCs |jS)zThe logical digest of the artifact. The digest is the checksum of the artifact's contents. If an artifact has the same digest as the current `latest` version, then `log_artifact` is a no-op. )rdigestrrrrr zArtifact.digestrcCs.d}|jjD] }|jdur||j7}q|S)zlThe total size of the artifact in bytes. Includes any references tracked by this artifact. rN)rentriesvaluessize)r total_sizeentryrrrrs   z Artifact.sizecCr)z3The hash returned when this artifact was committed.N)rrrrr commit_hashrzArtifact.commit_hashcCr)z+The number of files (including references).N)rrrrr file_countrzArtifact.file_countcCr)z(Timestamp when the artifact was created.N)rrrrr created_atrzArtifact.created_atcCs|jdusJ|jp |jS)z,The time when the artifact was last updated.N)rrrrrr updated_ats zArtifact.updated_atcCs d|_dS)aWFinalize the artifact version. You cannot modify an artifact version once it is finalized because the artifact is logged as a specific artifact version. Create a new artifact version to log more data to an artifact. An artifact is automatically finalized when you log the artifact with `log_artifact`. TN)rrrrrrs zArtifact.finalizecCs |jtjkS)zCheck if artifact is not saved. Returns: Boolean. `False` if artifact is saved. `True` if artifact is not saved. )rr'rrrrrrs zArtifact.is_draftcCs |jduSr)rcrrrr_is_draft_save_starteds zArtifact._is_draft_save_startedsettingswandb.Settings | Nonec Cs|jtjkr |S|jr%t }d|j_Wdn1s wYt j durv|dur4t j dd}t j |j |p<|jd|d+}|jr_tj|d }d|j_Wdn1sZwY||WddS1sowYdSt j |dS)aPersist any changes made to the artifact. If currently in a run, that run will log this artifact. If not currently in a run, a run of type "auto" is created to track this artifact. Args: project: A project to use for the artifact in the case that a run is not already in context. settings: A settings object to use when initializing an automatic run. Most commonly used in testing harness. TNtruesilentautorrjob_typer%)run)rr'r_updater~r6contextfeatureartifact_incrementalwandbr-Settingsinitrnro log_artifact)rrr%telr-rrrsaves.       " z Artifact.save save_futurerCcCs||_||_dSr)rcrY)rr8rrrr_set_save_futureCs zArtifact._set_save_futuretimeout int | NonecCsd|r0|jdurtt|jj||j|}|std|jj }|j r*t |j | |j |S)zIf needed, wait for this artifact to finish logging. Args: timeout: The time, in seconds, to wait. Returns: An `Artifact` object. NzAArtifact upload wait timed out, failed to fetch Artifact response)rrcr)rGwait __qualname__rr*rlog_artifact_response error_messagerW_populate_after_saver)rr:resultrrrrr<Is    z Artifact.waitcCsldt}t|}|jdusJ|jj|d|id}z|d}Wnty.td|w||dS)Nz query ArtifactByIDShort($id: ID!) { artifact(id: $id) { ...ArtifactFragment } } rrrz"Unable to fetch artifact with id: )rrBrYrrrWr)rrquery_templaterrrrrrr@`s  zArtifact._populate_after_savec spd}td}jdus Jj|}|drstjtj}tjtj}|rLtd}jdus9Jjj|jfdd|Ddd|rltd }jdusYJjj|jfd d|Dddtj_n fd djD}d t }t } d | vr| dd dd dd}nj rtd| dd dd dd}ttjtj} ttjtj} d| vr| dd dd dd dd}n| s| rtd| dd dd dd dd}t|} jdusJ} jj| jjtj| |d d| Dd!d| Dd"d}|d#d$}|d%_ dS)&z/Persists artifact changes to the wandb backend.Na query ProbeServerAddAliasesInput { AddAliasesInputInfoType: __type(name: "AddAliasesInput") { name inputFields { name } } } AddAliasesInputInfoTypea mutation addAliases( $artifactID: ID!, $aliases: [ArtifactCollectionAliasInput!]!, ) { addAliases( input: {artifactID: $artifactID, aliases: $aliases} ) { success } } c*g|]}jjjdd|dqSrr)rrartifactCollectionNamerrjrkrlrrrrrrz$Artifact._update..) artifactIDrra mutation deleteAliases( $artifactID: ID!, $aliases: [ArtifactCollectionAliasInput!]!, ) { deleteAliases( input: {artifactID: $artifactID, aliases: $aliases} ) { success } } crDrErGrrrrrrHcs"g|] }jdd|dqS)rr)rFr)rlrrrrrrs a mutation updateArtifact( $artifactID: ID! $description: String $metadata: JSONString _TTL_DURATION_SECONDS_TYPE_ _TAGS_TO_ADD_TYPE_ _TAGS_TO_DELETE_TYPE_ $aliases: [ArtifactAliasInput!] ) { updateArtifact( input: { artifactID: $artifactID, description: $description, metadata: $metadata, _TTL_DURATION_SECONDS_VALUE_ _TAGS_TO_ADD_VALUE_ _TAGS_TO_DELETE_VALUE_ aliases: $aliases } ) { artifact { ...ArtifactFragment } } } r_TTL_DURATION_SECONDS_TYPE_z$ttlDurationSeconds: Int64_TTL_DURATION_SECONDS_VALUE_z'ttlDurationSeconds: $ttlDurationSeconds_TTL_DURATION_SECONDS_FIELDS_z!ttlDurationSeconds ttlIsInheritedz_Server not compatible with setting Artifact TTLs, please upgrade the server to use Artifact TTLrr_TAGS_TO_ADD_TYPE_z$tagsToAdd: [TagInput!]_TAGS_TO_DELETE_TYPE_z$tagsToDelete: [TagInput!]_TAGS_TO_ADD_VALUE_ztagsToAdd: $tagsToAdd_TAGS_TO_DELETE_VALUE_ztagsToDelete: $tagsToDeletezmServer not compatible with Artifact tags. To use Artifact tags, please upgrade the server to v0.85 or higher.cSg|]}d|iqStagNamerrtag_namerrrr0rcSrQrRrrTrrrr1r)rIrHrJrr tagsToAdd tagsToDeleteupdateArtifactrF)rBrYrrrdryrzrrrrserver_artifact_introspectionreplacerxrr!r{r|_ttl_duration_seconds_to_gqlrHrjson_dumps_saferrJr)rrintrospect_queryraliases_to_addaliases_to_delete add_mutationdelete_mutationmutation_templatefields tags_to_addtags_to_deletemutationttl_duration_inputrrrrr.xs              zArtifact._updateWBValue | NonecCs ||S)abGet the WBValue object located at the artifact relative `name`. Args: name: The artifact relative name to get. Returns: W&B object that can be logged with `wandb.log()` and visualized in the W&B UI. Raises: ArtifactNotLoggedError: If the artifact isn't logged or the run is offline. )rrrErrr __getitem__;s zArtifact.__getitem__itemrr%cCs |||S)aAdd `item` to the artifact at path `name`. Args: name: The path within the artifact to add the object. item: The object to add. Returns: The added manifest entry Raises: ArtifactFinalizedError: You cannot make changes to the current artifact version because it is finalized. Log a new artifact version instead. )add)rrErkrrr __setitem__Is zArtifact.__setitem__xmodeencoding Iterator[IO]c csd|v}|jdurt|_tj|jj|d}t tj |zt ||| }|VWdn1s:wYWn,t yQtd|d|tyl}ztdt|jd|d|d}~ww|j||d d |d dS) a`Open a new temporary file and add it to the artifact. Args: name: The name of the new file to add to the artifact. mode: The file access mode to use to open the new file. encoding: The encoding used to open the new file. Returns: A new file object that can be written to. Upon closing, the file will be automatically added to the artifact. Raises: ArtifactFinalizedError: You cannot make changes to the current artifact version because it is finalized. Log a new artifact version instead. rnNrzFile with name z already exists at z"Failed to open the provided file (rz&). Please provide the proper encoding. immutableT)rEpolicy skip_cache overwrite)r`tempfileTemporaryDirectoryospathrrElstripr3mkdir_exists_okdirnamer fsync_openFileExistsErrorrWUnicodeEncodeErrorrrGr add_file)rrErorpruryferrrnew_fileYs.     zArtifact.new_filemutable local_pathis_tmp bool | Nonertrs&Literal['mutable', 'immutable'] | Noneruc Cstj|s td|t|ptj|}t|}|r>tj|\}} | d} t|dd| d<tj |d | }|j ||||||dS)aIAdd a local file to the artifact. Args: local_path: The path to the file being added. name: The path within the artifact to use for the file being added. Defaults to the basename of the file. is_tmp: If true, then the file is renamed deterministically to avoid collisions. skip_cache: If `True`, W&B will not copy files to the cache after uploading. policy: By default, set to "mutable". If set to "mutable", create a temporary copy of the file to prevent corruption during upload. If set to "immutable", disable protection and rely on the user not to delete or change the file. overwrite: If `True`, overwrite the file if it already exists. Returns: The added manifest entry. Raises: ArtifactFinalizedError: You cannot make changes to the current artifact version because it is finalized. Log a new artifact version instead. ValueError: Policy must be "mutable" or "immutable" zPath is not a file: .Nr)rrtrsru) rxryisfilerWr>basenamer;rr:r_add_local_file) rrrErrtrsrur file_path file_namefile_name_partsrrrrs"  zArtifact.add_filec s tj|s td|tdtjdtj|ddt}g}tj |ddD]+\}}} | D]#} tj|| } tjj | |d} |d urOtj|| } | | | fq3q,dfdd } d}t j |}|| |||tdt|ddd S)aAdd a local directory to the artifact. Args: local_path: The path of the local directory. name: The subdirectory name within an artifact. The name you specify appears in the W&B App UI nested by artifact's `type`. Defaults to the root of the artifact. skip_cache: If set to `True`, W&B will not copy/move files to the cache while uploading policy: "mutable" | "immutable". By default, "mutable" "mutable": Create a temporary copy of the file to prevent corruption during upload. "immutable": Disable protection, rely on the user not to delete or change the file. Raises: ArtifactFinalizedError: You cannot make changes to the current artifact version because it is finalized. Log a new artifact version instead. ValueError: Policy must be "mutable" or "immutable" zPath is not a directory: {}z%Adding directory to artifact ({})... rF)newlineT) followlinksstartN log_phy_pathtuple[str, str]rOrPcs|\}}j||ddS)N)rEryrtrs)r)r logical_path physical_pathrsrrtrradd_manifest_files z+Artifact.add_dir..add_manifest_filez Done. %.1fsprefix)rrrOrP)rxryisdirrWrrrnormpathtimewalkrelpathrmultiprocessingdummyPoolmapclose)rrrErtrs start_timepathsdirpathr filenamesfnamerrr num_threadspoolrrradd_dirs2   zArtifact.add_dirTuriArtifactManifestEntry | strStrPath | Nonechecksum max_objectsSequence[ArtifactManifestEntry]c Cs|durt|}t|tr|}nt|tr|}tt|}|js&td|jj |t ||||d}|D]}|j |q5|S)a' Add a reference denoted by a URI to the artifact. Unlike files or directories that you add to an artifact, references are not uploaded to W&B. For more information, see [Track external files](https://docs.wandb.ai/guides/artifacts/track-external-files). By default, the following schemes are supported: - http(s): The size and digest of the file will be inferred by the `Content-Length` and the `ETag` response headers returned by the server. - s3: The checksum and size are pulled from the object metadata. If bucket versioning is enabled, then the version ID is also tracked. - gs: The checksum and size are pulled from the object metadata. If bucket versioning is enabled, then the version ID is also tracked. - https, domain matching `*.blob.core.windows.net` (Azure): The checksum and size are be pulled from the blob metadata. If storage account versioning is enabled, then the version ID is also tracked. - file: The checksum and size are pulled from the file system. This scheme is useful if you have an NFS share or other externally mounted volume containing files you wish to track but not necessarily upload. For any other scheme, the digest is just a hash of the URI and the size is left blank. Args: uri: The URI path of the reference to add. The URI path can be an object returned from `Artifact.get_entry` to store a reference to another artifact's entry. name: The path within the artifact to place the contents of this reference. checksum: Whether or not to checksum the resource(s) located at the reference URI. Checksumming is strongly recommended as it enables automatic integrity validation. Disabling checksumming will speed up artifact creation but reference directories will not iterated through so the objects in the directory will not be saved to the artifact. We recommend setting `checksum=False` when adding reference objects, in which case a new version will only be created if the reference URI changes. max_objects: The maximum number of objects to consider when adding a reference that points to directory or bucket store prefix. By default, the maximum number of objects allowed for Amazon S3, GCS, Azure, and local files is 10,000,000. Other URI schemas do not have a maximum. Returns: The added manifest entries. Raises: ArtifactFinalizedError: You cannot make changes to the current artifact version because it is finalized. Log a new artifact version instead. Nz?References must be URIs. To reference a local file, use file://)rErr) r>r r%ref_urlrFrschemerWr_store_referencer@r add_entry) rrrErruri_strurlmanifest_entriesrrrr add_references*8    zArtifact.add_referencerr?cCs.t|}|d}tjtjtjtjtjtjtj tj tj tj tj tjtjtjf}t||s7td|jd|t|}||jvrG|j|dS|}|dur\||t||dS||}||}|j|} |st| durt| S|rtj|j j!t"t||} tj#| \} } tj$| ddt%| d d d } t&j'|| dd Wdn1swYn)|rd nd }|j(||d d}t&j'||dd |j!} Wdn1swY|)| ||} || f|j|<|j*dur|+|| j|rt,-t.t/| Wd| S1swY| S)aAdd wandb.WBValue `obj` to the artifact. Args: obj: The object to add. Currently support one of Bokeh, JoinedTable, PartitionedTable, Table, Classes, ImageMask, BoundingBoxes2D, Audio, Image, Video, Html, Object3D name: The path within the artifact to add the object. overwrite: If True, overwrite existing objects with the same file path (if applicable). Returns: The added manifest entry Raises: ArtifactFinalizedError: You cannot make changes to the current artifact version because it is finalized. Log a new artifact version instead. z media/tableszFound object of type z, expected one of: NrT)exist_okwzutf-8)rp) sort_keysrn)rorp)0r>rXrBokeh JoinedTablePartitionedTableTableClasses ImageMaskBoundingBoxes2DAudioImageVideoHtmlObject3DMolecule _SavedModelr rW __class__rra_get_artifact_entry_ref_urlrrG with_suffixto_jsonrget_entry_by_pathrxryr_TMP_DIRrErFrmakedirsopenrdumprr_artifact_target_set_artifact_target contextlibsuppressFileNotFoundErrorremove)rrrEru is_tmp_name allowed_typesobj_idref_pathvalrr folder_pathrtmp_ffilemoderrrrrlJsp            z Artifact.addryr B64MD5 | Nonec Cs|pd}|dvrtd|d|}|dkr@tjtdd}|j} t|| t| t j | }Wdn1s;wYt ||pGt |tj |||d} |jj| |d| |jt|<| S) Nr)rrrzInvalid policy z.. Policy may only be `mutable` or `immutable`.F)dirdelete)ryrrrrt)ru)rWrvNamedTemporaryFiler+rEshutilcopyfilerxchmodstatS_IRUSRr%r;rygetsizerrrbfspath) rrEryrrtrsru upload_pathr staging_pathrrrrrs.     zArtifact._add_local_fileStrPath | ArtifactManifestEntrycCs~t|tr |j|dStt|}|j|}|r#|j|dS|j|}|s2td||D]}|j|q4dS)aRemove an item from the artifact. Args: item: The item to remove. Can be a specific manifest entry or the name of an artifact-relative path. If the item matches a directory all items in that directory will be removed. Raises: ArtifactFinalizedError: You cannot make changes to the current artifact version because it is finalized. Log a new artifact version instead. FileNotFoundError: If the item isn't found in the artifact. NzNo such file or directory: ) r r%r remove_entryrFrrget_entries_in_directoryr)rrkryrrrrrrs      zArtifact.removecCsttjdd||S)z"Deprecated. Use `get_entry(name)`.zLArtifact.get_path(name) is deprecated, use Artifact.get_entry(name) instead.) field_namewarning_message)r8r7artifact__get_path get_entryrirrrget_paths  zArtifact.get_pathcCsDt|}|jj|p||d}|durtd|||_|S)aYGet the entry with the given name. Args: name: The artifact relative name to get Returns: A `W&B` object. Raises: ArtifactNotLoggedError: if the artifact isn't logged or the run is offline. KeyError: if the artifact doesn't contain an entry with the given name. rNz"Path not contained in artifact: {})r>rrr_get_obj_entryKeyErrorr_parent_artifact)rrErrrrrs zArtifact.get_entryc Cs||\}}|dus|durdS|}|r5|jdusJ|j||jd}|dus,J|t|jS|tj kr>| | |j }| }d}i} t | } t| } Wdn1s`wY|| |}||||S)afGet the WBValue object located at the artifact relative `name`. Args: name: The artifact relative name to retrieve. Returns: W&B object that can be logged with `wandb.log()` and visualized in the W&B UI. Raises: ArtifactNotLoggedError: if the artifact isn't logged or the run is offline N)r)r_referenced_artifact_idrYrrr uri_from_pathrefr2rdownloadrryrrload from_json_set_artifact_source) rrErwb_class referenced_idrrk item_pathrAjson_objrrrrrs*        z Artifact.getcCs |j|d}|dur dS|jS)zGet the artifact relative name of a file added by a local filesystem path. Args: local_path: The local path to resolve into an artifact relative name. Returns: The artifact relative name. N)rbrry)rrrrrrget_added_local_path_name3s z"Artifact.get_added_local_path_name?tuple[ArtifactManifestEntry, Type[WBValue]] | tuple[None, None]cCsBtD]}||}|jj|}|dur||fSqdS)aReturn an object entry by name, handling any type suffixes. When objects are added with `.add(obj, name)`, the name is typically changed to include the suffix of the object type when serializing to JSON. So we need to be able to resolve a name, without tasking the user with appending .THING.json. This method returns an entry if it exists by a suffixed name. Args: name: name used when adding NNN)r type_mappingrrrrr)rrErwandb_file_namerrrrrAs  zArtifact._get_obj_entryrootallow_missing_references path_prefixr=cCsHtt|p|}||tstrtd|j ||||dS)ajDownload the contents of the artifact to the specified root directory. Existing files located within `root` are not modified. Explicitly delete `root` before you call `download` if you want the contents of `root` to exactly match the artifact. Args: root: The directory W&B stores the artifact's files. allow_missing_references: If set to `True`, any invalid reference paths will be ignored while downloading referenced files. skip_cache: If set to `True`, the artifact cache will be skipped when downloading and W&B will download each file into the default root or specified download directory. path_prefix: If specified, only files with a path that starts with the given prefix will be downloaded. Uses unix format (forward slashes). Returns: The path to the downloaded contents. Raises: ArtifactNotLoggedError: If the artifact is not logged. RuntimeError: If the artifact is attempted to be downloaded in offline mode. z*Cannot download artifacts in offline mode.rrrtr) r=rF _default_root_add_download_rootr is_offliner _is_offline RuntimeError _download)rrrrtrrrrrWs  zArtifact.downloadcCsddl}ddlm}tjdurvddlm}|}|dusJt} |j } | t } t| | j_t| | d| j_t| d| j_| | j_|j} | sRJ| j| | dt} ||j | | d}||jsmJ| |j_| n tjjs|Jtjj}|jsJ|j|j||||}|j||||d|jd d }|dur| |dusJ|j!j"}|j#rt$d |j#t%|S) Nr)Backend) wandb_setupz.wandbfiles)r%run_id)r%servicemailboxr)r:zError downloading artifact: )&pathlibwandb.sdk.backend.backendrr2r- wandb.sdkrsetuprAr%to_protoPathrvmkdtemprFsync_dirr sync_file files_dirrr inform_initr<ensure_launched interface _stream_idenable_keepalive_backenddeliver_download_artifactrrr<abandonrdownload_artifact_responser?rWr=)rrrrtrr rrwl stream_idr%tmp_dirrrbackendhandlerArrrr_download_using_coresd            zArtifact._download_using_corecs,t|jj}tdd|jjD}d}|dks|dkr/d}td|j|d|t }t |d d$fdd } t | t j t jt jd} tjd} t} d} d}| rt}|||}|dd} |dd}|dD]%}||dd}|dd|_|r|jt|r| | | |qs|}t| |krtj| D]}|| |t| |krnq| sYtj| D]}|qWdn1swY|rt }t!||"}t#|d}t#||dd}||d|d}td |d!|d!|d"dd#t$S)%Ncss|]}|jpdVqdS)rN)r)rrrrr sz%Artifact._download..Fi Tz5Downloading large artifact {}, {:.2f}MB. {} files... i)nfilesrr%api_keyrIcookies dict | NoneheadersrOrPc s|t_|t_|t_z |jdWn6ty/}zr*tt|WYd}~dSd}~wt yH}zt t|WYd}~dSd}~ww dS)N)rt) r2r<r=r?rrr2rrFr,loggerdebugnotify_downloaded)rr<r=r?rrdownload_loggerrrtrr_download_entrys" z+Artifact._download.._download_entry)r<r=r?@pageInfo hasNextPage endCursoredgesnoderEri<zDone. rz.1fr) rr%r<rIr=r>r?r>rOrP)%rrrsumrrrrErnowr"rr2r<r=r? concurrentfuturesThreadPoolExecutorrdr&get_artifact_fetch_file_url_batch_size_fetch_file_urlsr _download_urlryrXrFrlsubmit as_completedrArabsrrr=)rrrrtrr;rlogrrEdownload_entryexecutoractive_futures has_next_pagecursorfetch_url_batch_sizeredger max_backlogfuturerNdeltahoursminutesr rrCrrst            zArtifact._download)rd)retry_timedeltaretryable_exceptionsr:r]per_pager cCs>td}|jdus J|jj||j||ddd}|ddS)NaH query ArtifactFileURLs($id: ID!, $cursor: String, $perPage: Int) { artifact(id: $id) { files(after: $cursor, first: $perPage) { pageInfo { hasNextPage endCursor } edges { node { name directUrl } } } } } )rr]perPagerL)rr:rrrBrYrr)rr]rhrrrrrrS3s  zArtifact._fetch_file_urlsc Cs|p|jdd}t|D].\}}}|D]&}tj||}tjj||d}z||Wqty:t|Yqwq |j |dS)aReplace the specified root directory with the contents of the artifact. WARNING: This will delete all files in `root` that are not included in the artifact. Args: root: The directory to replace with this artifact's files. Returns: The path of the checked out contents. Raises: ArtifactNotLoggedError: If the artifact is not logged. F)include_versionr)r) rrxrryrrrrrr)rrrrrr full_path artifact_pathrrrcheckoutTs  zArtifact.checkoutc Cs|p|}t|D]0\}}}|D](}tj||}tjj||d}z||Wqty:td ||j wq d}|j j D]!} | jdurattj|| j| jkr`td | jqD|d7}qD|dkrstd |dSdS)aVerify that the contents of an artifact match the manifest. All files in the directory are checksummed and the checksums are then cross-referenced against the artifact's manifest. References are not verified. Args: root: The directory to verify. If None artifact will be downloaded to './artifacts/self.name/' Raises: ArtifactNotLoggedError: If the artifact is not logged. ValueError: If the verification fails. rz2Found file {} which is not a member of artifact {}rNzDigest mismatch for file: {}rz(Warning: skipped verification of {} refs)rrxrryrrrrrWrrErrrrr;rprint) rrrrrrrlrm ref_countrrrrverifyrs2     zArtifact.verifycCsN|dur tjdd|j}t|jjdkrtd|t |jjd |S)aDownload a single file artifact to the directory you specify with `root`. Args: root: The root directory to store the file. Defaults to './artifacts/self.name/'. Returns: The full path of the downloaded file. Raises: ArtifactNotLoggedError: If the artifact is not logged. ValueError: If the artifact contains more than one file. Nr artifactsrzxThis artifact contains more than one file, call `.download()` to get all files or call .get_entry("filename").download()r) rxryrrErrrrWrlistr)rrrrrrsz Artifact.file2nameslist[str] | NonercCst|j|||S)aIterate over all files stored in this artifact. Args: names: The filename paths relative to the root of the artifact you wish to list. per_page: The number of files to return per request. Returns: An iterator containing `File` objects. Raises: ArtifactNotLoggedError: If the artifact is not logged. )rrY)rrurhrrrrszArtifact.filesrkcCsL|r|jn|jdd}tjt|}t|pt |}t t |S)Nrr) rrrxryrrget_artifact_dirr3 check_existssystem_preferred_pathr=rF)rrkrErryrrrrs zArtifact._default_rootdir_pathcCs|jtj|dSr)rerlrxryabspath)rrzrrrrszArtifact._add_download_rootrcCsntj|}|tj}tt|dD] }tjjtjg|d|R|jvr4tjj||dSqdS)z:Convert a local file path to a path entry in the artifact.rN) rxryr{rseprangerrre)rr abs_file_pathabs_file_partsirrr_local_path_to_names  $zArtifact._local_path_to_namedelete_aliasescCs$|jr ||dS|dS)abDelete an artifact and its files. If called on a linked artifact (i.e. a member of a portfolio collection): only the link is deleted, and the source artifact is unaffected. Args: delete_aliases: If set to `True`, deletes all aliases associated with the artifact. Otherwise, this raises an exception if the artifact has existing aliases. This parameter is ignored if the artifact is linked (i.e. a member of a portfolio collection). Raises: ArtifactNotLoggedError: If the artifact is not logged. N)r is_sequence_delete_unlink)rrrrrrs  zArtifact.deletecCs2td}|jdus J|jj||j|dddS)Nai mutation DeleteArtifact($artifactID: ID!, $deleteAliases: Boolean) { deleteArtifact(input: { artifactID: $artifactID deleteAliases: $deleteAliases }) { artifact { id } } } )rI deleteAliasesrrj)rrrfrrrrs zArtifact._delete target_pathcCsptjdur.tj|j|jdtjddd}||||WddS1s'wYdStj|||dS)a_Link this artifact to a portfolio (a promoted collection of artifacts). Args: target_path: The path to the portfolio inside a project. The target path must adhere to one of the following schemas `{portfolio}`, `{project}/{portfolio}` or `{entity}/{project}/{portfolio}`. To link the artifact to the Model Registry, rather than to a generic portfolio inside a project, set `target_path` to the following schema `{"model-registry"}/{Registered Model Name}` or `{entity}/{"model-registry"}/{Registered Model Name}`. aliases: A list of strings that uniquely identifies the artifact inside the specified portfolio. Raises: ArtifactNotLoggedError: If the artifact is not logged. Nr*r'r(r+)r2r-r4rnror3 link_artifact)rrrr-rrrlink s  "z Artifact.linkcCs2|jrtd|jd|jjd|dS)a,Unlink this artifact if it is currently a member of a portfolio (a promoted collection of artifacts). Raises: ArtifactNotLoggedError: If the artifact is not logged. ValueError: If the artifact is not linked, i.e. it is not a member of a portfolio collection. z Artifact zE is not a linked artifact and cannot be unlinked. To delete it, use z instead.N)rrrWrrr=rrrrrunlink*s   zArtifact.unlinkcCs6td}|jdus J|jj||j|jjdddS)Nav mutation UnlinkArtifact($artifactID: ID!, $artifactPortfolioID: ID!) { unlinkArtifact( input: { artifactID: $artifactID, artifactPortfolioID: $artifactPortfolioID } ) { artifactID success clientMutationId } } )rIartifactPortfolioIDr)rBrYrrr)rrfrrrr;s  zArtifact._unlink list[Run]csVtd}jdus Jjj|djid}fdd|didid gDS) zGet a list of the runs that have used this artifact. Returns: A list of `Run` objects. Raises: ArtifactNotLoggedError: If the artifact is not logged. a query ArtifactUsedBy( $id: ID!, ) { artifact(id: $id) { usedBy { edges { node { name project { name entityName } } } } } } Nrrcs<g|]}tj|ddd|ddd|ddqS)rKrrrE)rrY)rr_rrrrws z$Artifact.used_by..rusedByrJ)rBrYrrr)rrrrrrused_bySs  zArtifact.used_by Run | NonecCsvtd}|jdus J|jj|d|jid}|didi}|ddur)dSt|j|dd |dd|dS) zGet the W&B run that originally logged the artifact. Returns: The name of the W&B run that originally logged the artifact. Raises: ArtifactNotLoggedError: If the artifact is not logged. a query ArtifactCreatedBy( $id: ID! ) { artifact(id: $id) { createdBy { ... on Run { name project { name entityName } } } } } Nrrr createdByrErr)rBrYrrrr)rrrcreatorrrr logged_bys"   zArtifact.logged_bycCs t|S)zReturns the artifact encoded to the JSON format. Returns: A `dict` with `string` keys representing attributes of the artifact. )rartifact_to_jsonrrrr json_encoderzArtifact.json_encoderrcCsVtd}d|vr |d7}|j||||dd}|dpidp"idp'id S) z@Returns the expected type for a given artifact name and project.a query ArtifactType( $entityName: String, $projectName: String, $name: String! ) { project(name: $projectName, entityName: $entityName) { artifact(name: $name) { artifactType { name } } } } rz:latestrrrrrrE)rBrr)rrrErrrrrr_expected_types  zArtifact._expected_typec CsL|duriSt|tstdt|ttttft t t |S)Nzmetadata must be dict, not ) r rrrGrr rFr rrdumpsrjson_friendly_val)rJrrrrts zArtifact._normalize_metadatarcCsDt|}|t|WdS1swYdSr)requestsrraise_for_statusr$rr)rrrrrrrs  $zArtifact._load_manifestcCs&d}d}|js dS|jr|S|jp|S)Nr)rxrwrv)rrDISABLEDrrrr[s z%Artifact._ttl_duration_seconds_to_gql)NNFN)rErFrGrFrHrIrJrKrLrMrNrIrOrPrOrF)rrFrrrOr) rrFrrFrErFrrrrMrOrD) rrFrrFrErFrrrrrOrD)rrrOrP)rOrD)rOrI)rOr)rHrIrOrP)rOr)rJrrOrP)rOr)r r rOrP)rOr)rrrOrP)rrrOrP)rrIrOrP)rOrM)rOr$)rOr)rOrPr )rrIr%r&rOrP)r8rCrrrOrPr)r:r;rOrD)rrFrOrP)rErFrOrh)rErFrkrrOr%)rnN)rErFrorFrprIrOrq)NFFrF)rrFrErIrrrtrrsrrurMrOr%)NFr) rrFrErIrtrrsrrOrP)NTN) rrrErrrMrr;rOr)F)rrrEr?rurMrOr%)NFrF)rEr?ryr?rrrtrrsrrurMrOr%)rkrrOrP)rEr?rOr%)rrFrOrI)rErFrOr )NFNN) rrrrMrtrrrrOr=)FFN) rrFrrMrtrMrrrOr=)FNN) rrFrrMrtrrrrOr=)r:)r]rIrhr;rOr )rrIrOrF)rrIrOrP)rrIrOr?)Nrt)rurvrhrrOr)T)rkrMrOr=)rzrFrOrP)rrFrOrI)rrMrOrP)rrFrrvrOrP)rOr)rOr)rOr) rrFrrFrErFrrrOrI)rJrKrOr)rrFrOr$)rOr;)jr  __module__r=__doc__rvrwratexitregistercleanuprr classmethodrrrrrrpropertyrrrrErrrrrrrrrrGrHsetterrJr rrrrLrNrrrrr r!r"r#rrr$r7r9r<r@rr.rjrmrcontextmanagerrrrrrrlrrrrrr rrr8rr4 retriablerrRequestExceptionrSrnrqrrrrrrrrrrrrr staticmethodrrtrr[rrrrrDLs   K 5 ["  " )    )  C )4=R`"  . 7O['  -+$ rDgql_ttl_duration_secondsr;rOcCs|r|dkr|SdS)Nrr)rrrrrs rrFcCsZtt}d|v}d|v}|rdnd}|rdnd}|rdnd}d|d|d|d S) zGReturn a GraphQL query fragment with all parseable Artifact attributes.rrrrz tags {name}av fragment ArtifactFragment on Artifact { id artifactSequence { project { entityName name } name } versionIndex artifactType { name } description metadata ra  aliases { artifactCollection { project { entityName name } name } alias } z state currentManifest { file { directUrl } } commitHash fileCount createdAt updatedAt } )rdrrY)allowed_fields supports_ttl supports_tagsttl_duration_secondsttl_is_inheritedrrrrr s   rc@seZdZdZegZdS)_ArtifactVersionTypeartifactVersionN)r rr=rErDtypesrrrrr7 s r)rr;rOr;r)r __future__rrconcurrent.futuresrOrrloggingmultiprocessing.dummyrrxrUrrrvrrrr functoolsrr rtypingrr r r r r rrr urllib.parserrr2rrrwandb.apis.normalizerwandb.apis.publicrrrrwandb.data_typesrwandb.errors.termrrrwandb.sdk.artifacts._validatorsrrr r!,wandb.sdk.artifacts.artifact_download_loggerr"+wandb.sdk.artifacts.artifact_instance_cacher#%wandb.sdk.artifacts.artifact_manifestr$+wandb.sdk.artifacts.artifact_manifest_entryr%;wandb.sdk.artifacts.artifact_manifests.artifact_manifest_v1r&"wandb.sdk.artifacts.artifact_stater' wandb.sdk.artifacts.artifact_ttlr(wandb.sdk.artifacts.exceptionsr)r*wandb.sdk.artifacts.stagingr+0wandb.sdk.artifacts.storage_handlers.gcs_handlerr,"wandb.sdk.artifacts.storage_layoutr-$wandb.sdk.artifacts.storage_policiesr."wandb.sdk.artifacts.storage_policyr/wandb.sdk.data_types._dtypesWBTyper0wandb.sdk.internal.internal_apir1r(wandb.sdk.internal.thread_local_settingsr2 wandb.sdk.libr3r4r5r6wandb.sdk.lib.deprecater7r8wandb.sdk.lib.hashutilr9r:r;wandb.sdk.lib.mailboxr<wandb.sdk.lib.pathsr=r>r?r@wandb.sdk.lib.runidrA vendor_setup reset_path wandb_gqlrB getLoggerr r@"wandb.sdk.interface.message_futurerCrDrrrrlrrrrs    ,                         = 7