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Project: modeldb (GitHub Link)

• modeldb-master
  • DEPLOY.md
  • go.sum
  • client
    • verta
      • verta
        • deployment.py
        • configuration
          • _hyperparameters.py
          • _configuration.py
          • __init__.py
        • integrations
          • xgboost
            • __init__.py
          • sklearn
            • __init__.py
          • torch
            • __init__.py
          • __init__.py
          • keras
            • __init__.py
          • tensorflow
            • __init__.py
        • __about__.py
        • code
          • _code.py
          • _git.py
          • _notebook.py
          • __init__.py
        • client.py
        • dataset
          • _s3.py
          • _dataset.py
          • _path.py
          • __init__.py
        • _internal_utils
          • _config_utils.py
          • _artifact_utils.py
          • _histogram_utils.py
          • _pip_requirements_utils.py
          • _utils.py
          • _request_utils.py
          • __init__.py
          • _git_utils.py
          • _file_utils.py
        • _swagger
          • client
            • http_client.py
            • __init__.py
            • clientset.py
          • _public
            • common
              • api
                • CommonServiceApi.py
                • __init__.py
              • __init__.py
              • model
                • ProtobufAny.py
                • RuntimeError.py
                • __init__.py
            • __init__.py
            • modeldb
              • metadata
                • api
                  • MetadataServiceApi.py
                  • __init__.py
                • __init__.py
                • model
                  • ProtobufAny.py
                  • MetadataDeleteLabelsRequestResponse.py
                  • RuntimeError.py
                  • IDTypeEnumIDType.py
                  • MetadataIdentificationType.py
                  • MetadataAddLabelsRequestResponse.py
                  • MetadataDeleteLabelsRequest.py
                  • __init__.py
                  • MetadataGetLabelsRequestResponse.py
                  • MetadataAddLabelsRequest.py
              • api
                • CommentApi.py
                • DatasetVersionServiceApi.py
                • DatasetServiceApi.py
                • ExperimentRunServiceApi.py
                • ExperimentServiceApi.py
                • LineageApi.py
                • ProjectServiceApi.py
                • HydratedServiceApi.py
                • CommonServiceApi.py
                • __init__.py
                • JobApi.py
              • versioning
                • api
                  • VersioningServiceApi.py
                  • __init__.py
                  • DatasetApi.py
                • __init__.py
                • model
                  • ProtobufAny.py
                  • VersioningGetCommitRequestResponse.py
                  • RuntimeError.py
                  • VersioningGetRepositoryRequestResponse.py
                  • VersioningComputeRepositoryDiffRequestResponse.py
                  • VersioningGetTagRequestResponse.py
                  • VersioningPathDatasetComponentBlob.py
                  • VersioningListCommitsRequestResponse.py
                  • VersioningBlob.py
                  • VersioningGetCommitFolderRequestResponse.py
                  • VersioningCreateCommitRequestResponse.py
                  • VersioningSetTagRequestResponse.py
                  • VersioningS3DatasetBlob.py
                  • VersioningListTagsRequestResponse.py
                  • VersioningFolderElement.py
                  • VersioningSetRepositoryResponse.py
                  • VersioningPathDatasetBlob.py
                  • VersioningCommit.py
                  • VersioningRepositoryIdentification.py
                  • VersioningDeleteCommitRequestResponse.py
                  • VersioningBlobExpanded.py
                  • VersioningRepositoryNamedIdentification.py
                  • VersioningDatasetBlob.py
                  • VersioningDeleteTagRequestResponse.py
                  • WorkspaceTypeEnumWorkspaceType.py
                  • VersioningGetCommitBlobRequestResponse.py
                  • VersioningBlobDiff.py
                  • __init__.py
                  • VersioningDatasetDiff.py
                  • VersioningListCommitBlobsRequestResponse.py
                  • VersioningFolder.py
                  • VersioningRepository.py
                  • VersioningPathDatasetDiff.py
                  • VersioningDeleteRepositoryRequestResponse.py
                  • VersioningCreateCommitRequest.py
                  • VersioningS3DatasetDiff.py
                  • VersioningListRepositoriesRequestResponse.py
                  • VersioningPagination.py
                  • VersioningS3DatasetComponentBlob.py
              • __init__.py
              • model
                • ModeldbUpdateProjectDescription.py
                • ModeldbDeleteProjectTags.py
                • ModeldbAddDatasetTags.py
                • ModeldbDeleteProjectArtifactResponse.py
                • ModeldbQueryParameter.py
                • ModeldbGetProjectCodeVersionResponse.py
                • ModeldbDeleteExperimentAttributesResponse.py
                • ModeldbKeyValueQuery.py
                • ModeldbPathDatasetVersionInfo.py
                • ModeldbAdvancedQueryDatasetsResponse.py
                • ProtobufAny.py
                • ModeldbUpdateProjectNameResponse.py
                • ModeldbFindDatasetVersions.py
                • ModeldbSetProjectWorkspaceResponse.py
                • ModeldbDeleteDatasetTagsResponse.py
                • ModeldbLineageEntryBatch.py
                • ModeldbUpdateExperimentName.py
                • ModeldbDeleteDatasetVersion.py
                • ModeldbGetProjectByNameResponse.py
                • ModeldbQueryDatasetVersionInfo.py
                • ModeldbRawDatasetVersionInfo.py
                • ModeldbDeleteProjectTagsResponse.py
                • ModeldbGetDatasetVersionByIdResponse.py
                • ModeldbAddDatasetVersionAttributes.py
                • ModeldbLogExperimentCodeVersionResponse.py
                • ModeldbFeature.py
                • ModeldbDeleteExperimentRunTags.py
                • ModeldbGetProjectsResponse.py
                • ModeldbUpdateExperimentRunNameResponse.py
                • ModeldbObservation.py
                • ModeldbFindExperiments.py
                • JobStatusEnumJobStatus.py
                • ModeldbUpdateDatasetDescription.py
                • ModeldbUpdateDatasetVersionAttributes.py
                • ModeldbUpdateExperimentRunDescriptionResponse.py
                • ModeldbCreateDatasetResponse.py
                • ModeldbLogJobIdResponse.py
                • ModeldbGetDatasetByIdResponse.py
                • ModeldbDeleteProjectResponse.py
                • ModeldbSetParentExperimentRunId.py
                • ModeldbAddAttributesResponse.py
                • ModeldbUpdateJobResponse.py
                • ModeldbHydratedProject.py
                • ModeldbLogObservations.py
                • ModeldbAddExperimentAttributes.py
                • RuntimeError.py
                • ModeldbGetAllDatasetsResponse.py
                • ModeldbLogAttribute.py
                • ModeldbLineageEntry.py
                • ModeldbDeleteCommentResponse.py
                • ModeldbGetExperimentRunByNameResponse.py
                • ModeldbLogArtifactResponse.py
                • ModeldbGetDatasetByNameResponse.py
                • ModeldbSetParentExperimentRunIdResponse.py
                • ModeldbCreateDataset.py
                • ModeldbAddDatasetAttributes.py
                • ModeldbDeleteDataset.py
                • ModeldbGetArtifactsResponse.py
                • ModeldbAddDatasetTagsResponse.py
                • ModeldbFindAllInputsResponse.py
                • ModeldbLogMetricsResponse.py
                • ModeldbLogHyperparametersResponse.py
                • ModeldbAddExperimentTagsResponse.py
                • ModeldbAddAttributes.py
                • ModeldbDeleteExperimentTagsResponse.py
                • ModeldbUpdateDatasetVersionDescriptionResponse.py
                • ModeldbLogProjectArtifactsResponse.py
                • ModeldbDeleteExperimentRuns.py
                • ModeldbCreateDatasetVersion.py
                • ModeldbDeleteDatasetResponse.py
                • ModeldbFindDatasetsResponse.py
                • ModeldbVerifyConnectionResponse.py
                • ModeldbComment.py
                • ModeldbDataset.py
                • ModeldbAddExperimentTag.py
                • ModeldbDeepCopyProject.py
                • ModeldbDeleteDatasetVersionTagsResponse.py
                • ModeldbCreateExperimentRun.py
                • ModeldbUpdateExperimentNameOrDescription.py
                • ModeldbUpdateExperimentDescription.py
                • UacFlagEnum.py
                • ModeldbGetExperimentRunsInProjectResponse.py
                • ModeldbDeleteExperimentTags.py
                • ModeldbGetTagsResponse.py
                • ModeldbCollaboratorUserInfo.py
                • ModeldbGetPublicProjectsResponse.py
                • ModeldbDeleteProjectsResponse.py
                • ModeldbCodeVersion.py
                • ModeldbGetExperimentByNameResponse.py
                • ModeldbDeleteDatasetVersionAttributesResponse.py
                • ModeldbAddLineage.py
                • ModeldbSetDatasetVersionVisibilty.py
                • ModeldbLastExperimentByDatasetIdResponse.py
                • ModeldbGetJobResponse.py
                • ModeldbFindHydratedProjectsByOrganization.py
                • ModeldbLogDatasetsResponse.py
                • ModeldbFindHydratedDatasetsByOrganization.py
                • LineageEntryEnumLineageEntryType.py
                • ModeldbSetDatasetVersionVisibiltyResponse.py
                • ModeldbGetSummaryResponse.py
                • EntitiesEnumEntitiesTypes.py
                • ModeldbGetExperimentByIdResponse.py
                • ModeldbDeleteExperimentTag.py
                • ModeldbSortExperimentRunsResponse.py
                • ModeldbAddProjectTagsResponse.py
                • ModeldbFindAllInputsOutputsResponse.py
                • ModeldbUpdateExperimentDescriptionResponse.py
                • ModeldbDeleteExperimentRunsResponse.py
                • ModeldbAdvancedQueryDatasetVersionsResponse.py
                • ModeldbGetHydratedProjectsResponse.py
                • ModeldbGetHydratedDatasetsByProjectIdResponse.py
                • ModeldbUpdateDatasetDescriptionResponse.py
                • ModeldbAddExperimentAttributesResponse.py
                • ModeldbFindAllInputs.py
                • ModeldbDeleteDatasetVersionTags.py
                • ModeldbGetCommentsResponse.py
                • ModeldbFindAllOutputsResponse.py
                • ModeldbDatasetPartInfo.py
                • UacOrganization.py
                • ModeldbGetDatasetsResponse.py
                • ModeldbDeleteProjectArtifact.py
                • ModeldbUpdateDatasetName.py
                • ModeldbGetHydratedExperimentRunByIdResponse.py
                • ModeldbAddComment.py
                • ModeldbCreateDatasetVersionResponse.py
                • ModelDBActionEnumModelDBServiceActions.py
                • ModeldbGetProjectReadmeResponse.py
                • ModeldbSetProjectVisibilty.py
                • ModeldbAddProjectAttributes.py
                • ModeldbAddDatasetVersionTagsResponse.py
                • ModeldbGetProjectShortNameResponse.py
                • ModeldbDeleteExperimentResponse.py
                • ModeldbFindExperimentRunsResponse.py
                • ModeldbUpdateExperimentNameResponse.py
                • ModeldbHydratedDatasetVersion.py
                • ModeldbHydratedExperiment.py
                • ModeldbUpdateComment.py
                • UacUserInfo.py
                • OperatorEnumOperator.py
                • ProtobufListValue.py
                • ModeldbSetDatasetVisibiltyResponse.py
                • ModeldbFindDatasetVersionsResponse.py
                • ModeldbSetProjectWorkspace.py
                • ModeldbGetExperimentCodeVersionResponse.py
                • ModeldbUpdateCommentResponse.py
                • ModeldbLogAttributeResponse.py
                • ModeldbGetAttributesResponse.py
                • ModeldbDeleteExperimentRunTag.py
                • ModeldbUpdateDatasetAttributes.py
                • JobTypeEnumJobType.py
                • ModeldbGetExperimentRunByDatasetResponse.py
                • ModeldbProjectVisibility.py
                • ModeldbSetDatasetWorkspaceResponse.py
                • ModeldbGetExperimentRunsInExperimentResponse.py
                • ModeldbDeleteLineageResponse.py
                • ModeldbSetProjectShortName.py
                • ModeldbLogExperimentRunCodeVersion.py
                • ModeldbGetObservationsResponse.py
                • ModeldbFindProjects.py
                • ModeldbFindAllInputsOutputs.py
                • ModeldbDeleteExperimentArtifact.py
                • ModeldbFindHydratedDatasetsByTeam.py
                • UacVertaUserInfo.py
                • ModeldbLogHyperparameterResponse.py
                • ModeldbLogDatasetResponse.py
                • ModeldbAddExperimentRunTag.py
                • ModeldbDeleteExperiments.py
                • ModeldbFindHydratedProjectsByUser.py
                • ModeldbGetMetricsResponse.py
                • ProtobufNullValue.py
                • ModeldbHydratedDataset.py
                • ModeldbUpdateProjectAttributesResponse.py
                • ModeldbLogDatasets.py
                • ModeldbAdvancedQueryProjectsResponse.py
                • ModeldbAddProjectTags.py
                • ModeldbAddDatasetVersionAttributesResponse.py
                • ModeldbAddExperimentRunAttributes.py
                • ModeldbSetProjectShortNameResponse.py
                • ModeldbDeleteDatasetAttributesResponse.py
                • ModeldbUpdateExperimentRunName.py
                • ModeldbDeleteDatasetVersions.py
                • ModeldbDeleteArtifactResponse.py
                • ProtobufStruct.py
                • ModeldbDeleteExperimentRunTagsResponse.py
                • ModeldbAddProjectTag.py
                • ModeldbSetProjectVisibiltyResponse.py
                • ModeldbDeleteExperimentArtifactResponse.py
                • UacAction.py
                • ModeldbDeleteExperimentTagResponse.py
                • ModeldbAddExperimentTags.py
                • ModeldbGetUrlForArtifactResponse.py
                • ModeldbDeleteJobResponse.py
                • ModeldbSetDatasetVisibilty.py
                • ModeldbCreateExperiment.py
                • ModeldbDeleteProject.py
                • ModeldbGetHydratedExperimentsByProjectIdResponse.py
                • ModeldbAddExperimentRunAttributesResponse.py
                • ModeldbArtifact.py
                • ArtifactTypeEnumArtifactType.py
                • ModeldbProject.py
                • WorkspaceTypeEnumWorkspaceType.py
                • ModeldbLogExperimentArtifacts.py
                • RoleActionEnumRoleServiceActions.py
                • ModeldbAddExperimentTagResponse.py
                • ModeldbDeleteProjectAttributesResponse.py
                • ModeldbLogAttributesResponse.py
                • ModeldbDeleteExperimentRunAttributesResponse.py
                • ModeldbFindAllOutputs.py
                • ModeldbGetHydratedDatasetByNameResponse.py
                • ModeldbDeleteDatasetsResponse.py
                • ModeldbDeleteProjectTag.py
                • ModeldbFindDatasets.py
                • ModeldbUpdateDatasetAttributesResponse.py
                • ModeldbGetHydratedProjectByIdResponse.py
                • ModeldbLogAttributes.py
                • ModeldbDeleteExperimentsResponse.py
                • ModeldbLogObservationResponse.py
                • CommonKeyValue.py
                • DatasetVisibilityEnumDatasetVisibility.py
                • ModeldbFindExperimentsResponse.py
                • ModeldbAddProjectAttributesResponse.py
                • __init__.py
                • ModeldbDeleteDatasetTags.py
                • ModeldbDatasetVersion.py
                • ModeldbDeleteArtifact.py
                • ModeldbFindProjectsResponse.py
                • ModeldbCreateJob.py
                • ModeldbCreateProject.py
                • PathLocationTypeEnumPathLocationType.py
                • ModeldbGetUrlForArtifact.py
                • ModeldbExperimentRun.py
                • ModeldbUpdateDatasetVersionDescription.py
                • ModeldbSetProjectReadme.py
                • UacTeam.py
                • ModeldbAdvancedQueryExperimentRunsResponse.py
                • ModeldbUpdateExperimentNameOrDescriptionResponse.py
                • ModeldbDeleteDatasetVersionsResponse.py
                • ModeldbAddDatasetVersionTags.py
                • CollaboratorTypeEnumCollaboratorType.py
                • ModeldbDeleteLineage.py
                • ModeldbGetHydratedExperimentRunsByProjectIdResponse.py
                • ModeldbDeleteExperimentRunResponse.py
                • ModeldbAddExperimentRunTags.py
                • ModeldbLogMetricResponse.py
                • ModeldbLogHyperparameters.py
                • ModeldbTopExperimentRunsSelectorResponse.py
                • ModeldbUpdateDatasetVersionAttributesResponse.py
                • ModeldbAddLineageResponse.py
                • ServiceEnumService.py
                • ModeldbGetHyperparametersResponse.py
                • ProtobufValue.py
                • ValueTypeEnumValueType.py
                • ModeldbDeleteExperimentRun.py
                • ModeldbAddExperimentRunTagResponse.py
                • ModeldbLastModifiedExperimentRunSummary.py
                • ModeldbGetAllDatasetVersionsByDatasetIdResponse.py
                • ModeldbLogArtifacts.py
                • ModeldbUpdateProjectDescriptionResponse.py
                • ModeldbCreateProjectResponse.py
                • ModeldbLogHyperparameter.py
                • AuthzActionEnumAuthzServiceActions.py
                • ModeldbDeleteExperiment.py
                • ModeldbHydratedExperimentRun.py
                • ModeldbLogExperimentRunCodeVersionResponse.py
                • ModeldbAddExperimentRunTagsResponse.py
                • ModeldbLogExperimentArtifactsResponse.py
                • ModeldbCreateJobResponse.py
                • ModeldbLogProjectArtifacts.py
                • ModeldbDeleteProjects.py
                • ModeldbGetExperimentRunByIdResponse.py
                • ModeldbAddCommentResponse.py
                • IdServiceProviderEnumIdServiceProvider.py
                • ModeldbDeleteDatasetVersionResponse.py
                • TernaryEnumTernary.py
                • ModeldbDeleteProjectTagResponse.py
                • ModeldbLogArtifact.py
                • ModeldbLogProjectCodeVersion.py
                • ModeldbLogExperimentCodeVersion.py
                • ModeldbGetExperimentRunByDataset.py
                • ModeldbLogMetric.py
                • ModeldbLogMetrics.py
                • DatasetTypeEnumDatasetType.py
                • ModeldbExperiment.py
                • ModeldbLogObservationsResponse.py
                • ModeldbDeleteDatasets.py
                • ModeldbGetJobIdResponse.py
                • ModeldbLogDataset.py
                • ModeldbAddProjectTagResponse.py
                • ModeldbAdvancedQueryExperimentsResponse.py
                • ModeldbCreateExperimentRunResponse.py
                • ModeldbCreateExperimentResponse.py
                • ModeldbGetChildrenExperimentRunsResponse.py
                • ModeldbSetProjectReadmeResponse.py
                • ModeldbGetProjectByIdResponse.py
                • ModeldbLogProjectCodeVersionResponse.py
                • ModeldbDeepCopyProjectResponse.py
                • ModeldbUpdateExperimentRunDescription.py
                • ModeldbMetricsSummary.py
                • ModeldbGitSnapshot.py
                • ModeldbUpdateProjectName.py
                • ModeldbLogObservation.py
                • ModeldbAddDatasetAttributesResponse.py
                • ModeldbDeleteExperimentRunTagResponse.py
                • ModeldbFindHydratedProjectsByTeam.py
                • ModeldbGetExperimentsInProjectResponse.py
                • ModeldbLogArtifactsResponse.py
                • ModeldbJob.py
                • ModeldbGetLatestDatasetVersionByDatasetIdResponse.py
                • ModeldbUpdateProjectAttributes.py
                • ModeldbFindExperimentRuns.py
                • ModeldbSetDatasetWorkspace.py
                • ModeldbGetExperimentRunCodeVersionResponse.py
                • ModeldbUpdateDatasetNameResponse.py
                • ModeldbGetExperimentRunsByDatasetVersionIdResponse.py
            • artifactstore
              • api
                • ArtifactStoreApi.py
                • __init__.py
              • __init__.py
              • model
                • ProtobufAny.py
                • ArtifactstoreGetArtifactResponse.py
                • RuntimeError.py
                • ArtifactstoreDeleteArtifact.py
                • ArtifactstoreStoreArtifactWithStream.py
                • ArtifactstoreDeleteArtifactResponse.py
                • __init__.py
                • ArtifactstoreStoreArtifact.py
                • ArtifactstoreStoreArtifactWithStreamResponse.py
                • ArtifactstoreStoreArtifactResponse.py
            • uac
              • api
                • TelemetryApi.py
                • CollaboratorApi.py
                • OrganizationApi.py
                • TeamApi.py
                • RoleServiceApi.py
                • __init__.py
                • AuthorizationApi.py
                • UACServiceApi.py
              • __init__.py
              • model
                • UacGetTeamByShortNameResponse.py
                • UacDeleteOrganizationResponse.py
                • AuthzResourceEnumAuthzServiceResourceTypes.py
                • ProtobufAny.py
                • UacResourceActionGroup.py
                • UacSetRoleResponse.py
                • UacUpdateUserResponse.py
                • UacAddUserResponse.py
                • UacGetRoleByIdResponse.py
                • UacGetTeamByNameResponse.py
                • UacGetCollaboratorResponse.py
                • UacGetTeamByIdResponse.py
                • UacRoleBinding.py
                • RuntimeError.py
                • UacListRolesResponse.py
                • UacResources.py
                • UacListRoleBindingsResponse.py
                • UacDeleteOrganization.py
                • UacListTeamsResponse.py
                • UacRemoveTeamUserResponse.py
                • UacListUsersResponse.py
                • UacIsSelfAllowedResponse.py
                • UacIsAllowed.py
                • UacListMyTeamsResponse.py
                • UacAddTeamUserResponse.py
                • UacFlagEnum.py
                • UacDeleteRoleBinding.py
                • UacRemoveTeamUser.py
                • UacGetOrganizationByNameResponse.py
                • RoleResourceEnumRoleServiceResourceTypes.py
                • UacGetOrganizationByShortNameResponse.py
                • EntitiesEnumEntitiesTypes.py
                • UacDeleteRole.py
                • UacOrganization.py
                • ModelDBActionEnumModelDBServiceActions.py
                • UacDeleteTeam.py
                • UacGetAllowedEntitiesResponse.py
                • UacAddCollaboratorRequest.py
                • UacDeleteTeamResponse.py
                • UacUserInfo.py
                • ProtobufListValue.py
                • UacGetSelfAllowedResourcesResponse.py
                • UacRemoveUserResponse.py
                • UacSetOrganizationResponse.py
                • UacGetRoleByNameResponse.py
                • UacVertaUserInfo.py
                • UacCollectTelemetry.py
                • UacGetSelfAllowedResources.py
                • UacListTeamUserResponse.py
                • UacGetSelfAllowedActionsBatch.py
                • ProtobufNullValue.py
                • UacActions.py
                • ProtobufStruct.py
                • UacCreateUser.py
                • UacAction.py
                • UacDeleteUser.py
                • UacAddUser.py
                • UacListMyOrganizationsResponse.py
                • UacDeleteRoleBindingResponse.py
                • UacShareViaEnum.py
                • RoleActionEnumRoleServiceActions.py
                • UacRoleScope.py
                • UacIsAllowedResponse.py
                • UacGetUsersResponse.py
                • UacSetOrganization.py
                • CommonKeyValue.py
                • __init__.py
                • UacGetAllowedResourcesResponse.py
                • UacRemoveUser.py
                • UacSetRoleBindingResponse.py
                • UacGetAllowedResources.py
                • UacTeam.py
                • CollaboratorTypeEnumCollaboratorType.py
                • UacSetRole.py
                • ModelResourceEnumModelDBServiceResourceTypes.py
                • ServiceEnumService.py
                • ProtobufValue.py
                • ValueTypeEnumValueType.py
                • UacRole.py
                • UacGetRoleBindingByIdResponse.py
                • AuthzActionEnumAuthzServiceActions.py
                • UacGetUsers.py
                • UacSetTeamResponse.py
                • UacSetRoleBinding.py
                • UacGetOrganizationByIdResponse.py
                • UacCreateUserResponse.py
                • UacRemoveCollaboratorResponse.py
                • IdServiceProviderEnumIdServiceProvider.py
                • TernaryEnumTernary.py
                • UacUpdateUser.py
                • UacIsSelfAllowed.py
                • UacGetAllowedEntities.py
                • UacGetSelfAllowedActionsBatchResponse.py
                • UacGetRoleBindingByNameResponse.py
                • UacAddTeamUser.py
                • UacEntities.py
                • UacSetTeam.py
                • UacCollectTelemetryResponse.py
                • UacAddCollaboratorRequestResponse.py
                • UacDeleteRoleResponse.py
                • UacDeleteUserResponse.py
          • base_type.py
          • __init__.py
        • environment
          • _environment.py
          • _python.py
          • __init__.py
        • _protos
          • public
            • client
              • Config_pb2.py
              • Config_pb2_grpc.py
              • __init__.py
            • common
              • CommonService_pb2.py
              • CommonService_pb2_grpc.py
              • __init__.py
            • __init__.py
            • modeldb
              • HydratedService_pb2_grpc.py
              • DatasetService_pb2.py
              • ExperimentRunService_pb2_grpc.py
              • CommonService_pb2.py
              • HydratedService_pb2.py
              • CommonService_pb2_grpc.py
              • metadata
                • MetadataService_pb2.py
                • __init__.py
                • MetadataService_pb2_grpc.py
              • DatasetVersionService_pb2_grpc.py
              • Comment_pb2.py
              • ExperimentService_pb2_grpc.py
              • DatasetVersionService_pb2.py
              • ExperimentService_pb2.py
              • Lineage_pb2_grpc.py
              • Job_pb2_grpc.py
              • versioning
                • VersioningService_pb2.py
                • Environment_pb2.py
                • VersioningService_pb2_grpc.py
                • Config_pb2.py
                • Dataset_pb2_grpc.py
                • Code_pb2.py
                • Environment_pb2_grpc.py
                • Config_pb2_grpc.py
                • Enums_pb2.py
                • Enums_pb2_grpc.py
                • __init__.py
                • Dataset_pb2.py
                • Code_pb2_grpc.py
              • __init__.py
              • Comment_pb2_grpc.py
              • DatasetService_pb2_grpc.py
              • Lineage_pb2.py
              • ProjectService_pb2.py
              • Job_pb2.py
              • ProjectService_pb2_grpc.py
            • artifactstore
              • ArtifactStore_pb2_grpc.py
              • __init__.py
              • ArtifactStore_pb2.py
            • uac
              • UACService_pb2.py
              • Organization_pb2.py
              • Team_pb2.py
              • Telemetry_pb2.py
              • RoleService_pb2_grpc.py
              • Collaborator_pb2.py
              • Collaborator_pb2_grpc.py
              • Authorization_pb2_grpc.py
              • UACService_pb2_grpc.py
              • __init__.py
              • Team_pb2_grpc.py
              • Authorization_pb2.py
              • Organization_pb2_grpc.py
              • Telemetry_pb2_grpc.py
              • RoleService_pb2.py
          • __init__.py
        • external
          • gorilla
            • LICENSE
            • __init__.py
          • six
            • LICENSE
            • __init__.py
          • __init__.py
        • _cli
          • branch.py
          • blob.py
          • blobs
            • code.py
            • __init__.py
            • dataset.py
            • environment.py
          • commit.py
          • remote.py
          • __init__.py
          • README.md
        • _repository
          • repository.py
          • blob.py
          • commit.py
          • diff.py
          • __init__.py
        • _dataset.py
        • __init__.py
        • _demo_utils.py
        • utils.py
      • swagger_codegen.sh
      • LICENSE
      • templates
        • swagger
          • from_json.mustache
          • from_json_name.mustache
          • model.py
          • api.py
      • setup.py
      • README.md
      • tests
        • test_utils.py
        • test_entities.py
        • test_metadata.py
        • test_versioning
          • test_dataset.py
          • test_environment.py
          • test_configuration.py
          • test_repository.py
          • __init__.py
          • test_code.py
        • test_integrations.py
        • test_query.py
        • test_deployment.py
        • test_log_code.py
        • test_backend.py
        • test_protos.py
        • test_cli.py
        • __init__.py
        • README.md
        • utils.py
        • test_artifacts.py
        • test_datasets.py
        • modelapi_hypothesis
          • api_generator.py
          • value_generator.py
          • test_value_generator.py
          • test_modelapi.py
        • conftest.py
      • requirements.txt
      • upload.sh
      • docs
        • faqs.rst
        • Makefile
        • examples
          • examples.rst
          • tutorials
            • workspaces.rst
            • webapp.rst
            • ingredients.rst
            • merge.rst
            • class.rst
            • config.rst
            • workflow.rst
            • querying.rst
            • dataset.rst
          • tutorials.rst
        • api
          • deployment.rst
          • api
            • client.rst
            • experimentrun.rst
            • utilities.rst
            • experiment.rst
            • integrations.rst
            • experimentruns.rst
            • deployment.rst
            • versioning.rst
            • project.rst
            • dataset.rst
            • experimentrun_basic.rst
          • versioning.rst
          • overview.rst
          • monitoring.rst
        • support.rst
        • examples.rst
        • overview
          • modeldb.rst
          • deployment.rst
          • versioning.rst
          • monitoring.rst
          • concepts.rst
        • README.md
        • api_reference.rst
        • quickstart.rst
        • learn.rst
        • requirements.txt
        • index.rst
        • conf.py
        • changelog.rst
        • _static
          • images
            • logo.svg
          • gifs
            • tutorial-ingredients-1.gif
          • custom.js
          • custom.css
        • verta.rst
    • CONTRIBUTING.md
    • scala
      • src
        • main
          • scala
            • example
              • Hello.scala
              • DummyArtifact.scala
            • ai
              • verta
                • blobs
                  • dataset
                    • S3.scala
                    • PathBlob.scala
                    • S3Location.scala
                    • Dataset.scala
                    • FileMetadata.scala
                  • Blob.scala
                • client
                  • Client.scala
                  • ClientConnection.scala
                  • ClientAuth.scala
                  • entities
                    • utils
                      • ValueType.scala
                      • KVHandler.scala
                      • TryOptionConverter.scala
                    • Experiment.scala
                    • GetOrCreateEntity.scala
                    • Project.scala
                    • Taggable.scala
                    • subobjects
                      • Metrics.scala
                      • Attributes.scala
                      • Tags.scala
                      • Hyperparameters.scala
                    • ExperiementRunCommit.scala
                    • ExperimentRun.scala
                • swagger
                  • client
                    • ClientSet.scala
                    • EnumerationSerializer.scala
                    • HttpClient.scala
                    • HttpException.scala
                    • objects
                      • JsonConverter.scala
                      • GenericObject.scala
                      • BaseSwagger.scala
                  • _public
                    • client
                      • api
                        • ConfigApi.scala
                      • model
                        • ProtobufAny.scala
                        • RuntimeError.scala
                    • common
                      • api
                        • CommonServiceApi.scala
                      • model
                        • ProtobufAny.scala
                        • RuntimeError.scala
                    • modeldb
                      • metadata
                        • api
                          • MetadataServiceApi.scala
                        • model
                          • MetadataAddLabelsRequestResponse.scala
                          • MetadataAddLabelsRequest.scala
                          • MetadataIdentificationType.scala
                          • ProtobufAny.scala
                          • IDTypeEnumIDType.scala
                          • MetadataGetLabelsRequestResponse.scala
                          • MetadataDeleteLabelsRequest.scala
                          • RuntimeError.scala
                          • MetadataDeleteLabelsRequestResponse.scala
                      • api
                        • DatasetVersionServiceApi.scala
                        • LineageApi.scala
                        • ProjectServiceApi.scala
                        • HydratedServiceApi.scala
                        • CommonServiceApi.scala
                        • ExperimentServiceApi.scala
                        • JobApi.scala
                        • ExperimentRunServiceApi.scala
                        • DatasetServiceApi.scala
                        • CommentApi.scala
                      • versioning
                        • api
                          • EnvironmentApi.scala
                          • DatasetApi.scala
                          • ConfigApi.scala
                          • EnumsApi.scala
                          • CodeApi.scala
                          • VersioningServiceApi.scala
                        • model
                          • VersioningListBranchesRequestResponse.scala
                          • VersioningDeleteBranchRequestResponse.scala
                          • CommonKeyValue.scala
                          • VersioningHyperparameterConfigDiff.scala
                          • VersioningRevertRepositoryCommitsRequest.scala
                          • VersioningPythonEnvironmentDiff.scala
                          • VersioningNotebookCodeDiff.scala
                          • ModeldbCodeVersion.scala
                          • ModeldbFeature.scala
                          • VersioningHyperparameterConfigBlob.scala
                          • VersioningGetUrlForBlobVersioned.scala
                          • VersioningListCommitExperimentRunsRequestResponse.scala
                          • CommonArtifact.scala
                          • VersioningListTagsRequestResponse.scala
                          • TernaryEnumTernary.scala
                          • VersioningBlob.scala
                          • VersioningCodeDiff.scala
                          • VersioningS3DatasetDiff.scala
                          • VersioningDeleteTagRequestResponse.scala
                          • VersioningEnvironmentBlob.scala
                          • VersioningContinuousHyperparameterSetConfigBlob.scala
                          • VersioningGetBranchRequestResponse.scala
                          • VersioningPythonRequirementEnvironmentDiff.scala
                          • VersioningListCommitsRequestResponse.scala
                          • VersioningGitCodeDiff.scala
                          • VersioningComputeRepositoryDiffRequestResponse.scala
                          • VersioningFolderElement.scala
                          • VersioningSetRepositoryResponse.scala
                          • VersioningGetCommitRequestResponse.scala
                          • ModeldbGitSnapshot.scala
                          • VersioningGetCommittedVersionedBlobArtifactPartsResponse.scala
                          • VersioningS3DatasetComponentBlob.scala
                          • ModeldbArtifactPart.scala
                          • VersioningDiscreteHyperparameterSetConfigBlob.scala
                          • VersioningEnvironmentVariablesDiff.scala
                          • VersioningGetRepositoryRequestResponse.scala
                          • VersioningDeleteCommitRequestResponse.scala
                          • VersioningRepositoryIdentification.scala
                          • VersioningS3DatasetBlob.scala
                          • ModeldbExperimentRun.scala
                          • VertamodeldbLocation.scala
                          • WorkspaceTypeEnumWorkspaceType.scala
                          • VersioningEnvironmentDiff.scala
                          • VersioningDockerEnvironmentDiff.scala
                          • ModeldbObservation.scala
                          • VersioningListCommitsLogRequestResponse.scala
                          • VersioningRepositoryNamedIdentification.scala
                          • VersioningMergeRepositoryCommitsRequest.scala
                          • VersioningPythonEnvironmentBlob.scala
                          • ModeldbVersioningEntry.scala
                          • DiffStatusEnumDiffStatus.scala
                          • VersioningHyperparameterSetConfigDiff.scala
                          • VersioningBlobExpanded.scala
                          • ModeldbKeyValueQuery.scala
                          • ModeldbversioningPagination.scala
                          • VersioningFolder.scala
                          • VersioningPathDatasetComponentBlob.scala
                          • VersioningHyperparameterValuesConfigBlob.scala
                          • VersioningPathDatasetComponentDiff.scala
                          • VersioningPythonRequirementEnvironmentBlob.scala
                          • VersioningDatasetDiff.scala
                          • VersioningRepository.scala
                          • VersioningBlobDiff.scala
                          • VersioningGetCommitComponentRequestResponse.scala
                          • VersioningCommitMultipartVersionedBlobArtifact.scala
                          • VersioningConfigDiff.scala
                          • VersioningVersionEnvironmentBlob.scala
                          • VersioningCommit.scala
                          • VersioningNotebookCodeBlob.scala
                          • VersioningBlobType.scala
                          • VersioningCommandLineEnvironmentDiff.scala
                          • VersioningFindRepositoriesBlobsResponse.scala
                          • VersioningListCommitBlobsRequestResponse.scala
                          • VersioningCommitMultipartVersionedBlobArtifactResponse.scala
                          • VersioningMergeRepositoryCommitsRequestResponse.scala
                          • VersioningConfigBlob.scala
                          • VersioningHyperparameterSetConfigBlob.scala
                          • VersioningSetBranchRequestResponse.scala
                          • VersioningS3DatasetComponentDiff.scala
                          • VersioningFindRepositoriesBlobs.scala
                          • VersioningListRepositoriesRequestResponse.scala
                          • RepositoryVisibilityEnumRepositoryVisibility.scala
                          • VersioningVersionEnvironmentDiff.scala
                          • ProtobufAny.scala
                          • ValueTypeEnumValueType.scala
                          • VersioningEnvironmentVariablesBlob.scala
                          • VersioningRevertRepositoryCommitsRequestResponse.scala
                          • VersioningPathDatasetDiff.scala
                          • VersioningCommitVersionedBlobArtifactPart.scala
                          • VersioningCreateCommitRequest.scala
                          • VersioningFindRepositoriesResponse.scala
                          • OperatorEnumOperator.scala
                          • RuntimeError.scala
                          • VersioningPathDatasetBlob.scala
                          • VersioningDeleteRepositoryRequestResponse.scala
                          • VersioningDockerEnvironmentBlob.scala
                          • ArtifactTypeEnumArtifactType.scala
                          • VersioningCommitVersionedBlobArtifactPartResponse.scala
                          • VersioningGetUrlForBlobVersionedResponse.scala
                          • VersioningGitCodeBlob.scala
                          • VersioningSetTagRequestResponse.scala
                          • VersioningListBlobExperimentRunsRequestResponse.scala
                          • ProtobufNullValue.scala
                          • VersioningDatasetBlob.scala
                          • VersioningGetTagRequestResponse.scala
                          • VersioningCodeBlob.scala
                          • VersioningCreateCommitRequestResponse.scala
                          • VersioningFindRepositories.scala
                      • model
                        • ModeldbFindAllInputs.scala
                        • ModeldbAddDatasetVersionTags.scala
                        • ModeldbUpdateComment.scala
                        • ModeldbCreateProject.scala
                        • ModeldbDeleteProjectTagsResponse.scala
                        • ModeldbSortExperimentRunsResponse.scala
                        • ModeldbCreateProjectResponse.scala
                        • ModeldbDeleteProject.scala
                        • ModeldbFindProjects.scala
                        • ModeldbFindAllOutputsResponse.scala
                        • ModeldbDeleteExperimentRunTagsResponse.scala
                        • ModeldbGetHydratedExperimentRunByIdResponse.scala
                        • ModeldbLogArtifact.scala
                        • CommonKeyValue.scala
                        • ModeldbGetHydratedDatasetsByProjectIdResponse.scala
                        • ModeldbUpdateProjectAttributes.scala
                        • ModeldbDeleteProjectsResponse.scala
                        • ModeldbSetProjectVisibiltyResponse.scala
                        • ModeldbGetVersionedInputResponse.scala
                        • ModeldbAdvancedQueryExperimentsResponse.scala
                        • ModeldbCodeVersion.scala
                        • ModeldbAddDatasetTags.scala
                        • ModeldbUpdateDatasetVersionDescription.scala
                        • ModeldbGetProjectsResponse.scala
                        • ModeldbFeature.scala
                        • ModeldbGetHyperparametersResponse.scala
                        • ModeldbAddExperimentRunAttributesResponse.scala
                        • CommonArtifact.scala
                        • ModeldbDeleteExperimentAttributesResponse.scala
                        • ModeldbGetExperimentsInProjectResponse.scala
                        • ModeldbAddDatasetVersionTagsResponse.scala
                        • ModeldbAddLineageResponse.scala
                        • ModeldbGetAllDatasetsResponse.scala
                        • TernaryEnumTernary.scala
                        • ModeldbCreateExperimentRun.scala
                        • ModeldbAddDatasetVersionAttributes.scala
                        • ModeldbPathDatasetVersionInfo.scala
                        • ModeldbDeleteProjectAttributesResponse.scala
                        • ModeldbDeleteProjectArtifactResponse.scala
                        • ModeldbDeleteDataset.scala
                        • ModeldbDeleteProjectTag.scala
                        • ModeldbLogMetricResponse.scala
                        • ModeldbDeleteLineageResponse.scala
                        • ModeldbLogMetrics.scala
                        • ModeldbSetProjectWorkspaceResponse.scala
                        • ModeldbDeleteDatasetTags.scala
                        • ModeldbFindAllInputsOutputsResponse.scala
                        • ModeldbAddExperimentRunTags.scala
                        • ModeldbCreateJob.scala
                        • ModeldbLogProjectCodeVersionResponse.scala
                        • ModeldbGetSummaryResponse.scala
                        • ModeldbDeleteExperimentsResponse.scala
                        • ModeldbDeleteExperimentRunTag.scala
                        • ModeldbAddLineage.scala
                        • ModeldbAdvancedQueryDatasetsResponse.scala
                        • ModeldbExperiment.scala
                        • ModeldbLogAttribute.scala
                        • ModeldbSetProjectVisibilty.scala
                        • ModeldbDeleteProjectArtifact.scala
                        • ModeldbGitSnapshot.scala
                        • DatasetVisibilityEnumDatasetVisibility.scala
                        • ModeldbGetObservationsResponse.scala
                        • ModeldbDeleteDatasetVersion.scala
                        • ModeldbAdvancedQueryExperimentRunsResponse.scala
                        • ModeldbGetExperimentRunsInExperimentResponse.scala
                        • ModeldbDeleteExperimentRunAttributesResponse.scala
                        • ModeldbLogDatasetsResponse.scala
                        • ModeldbCommitMultipartArtifact.scala
                        • ModeldbDeleteDatasetVersionsResponse.scala
                        • ModeldbAddProjectAttributes.scala
                        • ModeldbArtifactPart.scala
                        • ModeldbGetJobIdResponse.scala
                        • ModeldbGetLatestDatasetVersionByDatasetIdResponse.scala
                        • ModeldbLogDataset.scala
                        • ModeldbAddExperimentAttributesResponse.scala
                        • ModeldbFindDatasetVersions.scala
                        • ModeldbLogJobIdResponse.scala
                        • ModeldbGetAllDatasetVersionsByDatasetIdResponse.scala
                        • ModeldbFindAllInputsOutputs.scala
                        • UacTeam.scala
                        • ModeldbGetProjectCodeVersionResponse.scala
                        • ModeldbSetDatasetVisibilty.scala
                        • ModeldbGetDatasetsResponse.scala
                        • ModeldbHydratedDatasetVersion.scala
                        • ModeldbAddExperimentAttributes.scala
                        • ModeldbExperimentRun.scala
                        • ModeldbLogHyperparameters.scala
                        • ModeldbUpdateExperimentName.scala
                        • VertamodeldbLocation.scala
                        • ModeldbSetProjectWorkspace.scala
                        • ModeldbLogArtifactResponse.scala
                        • WorkspaceTypeEnumWorkspaceType.scala
                        • ModeldbUpdateProjectName.scala
                        • ModeldbGetExperimentByIdResponse.scala
                        • UacFlagEnum.scala
                        • ModeldbObservation.scala
                        • ModeldbGetProjectReadmeResponse.scala
                        • ModeldbDeleteProjectResponse.scala
                        • ModeldbLogHyperparameterResponse.scala
                        • ModeldbFindDatasetsResponse.scala
                        • ModeldbFindProjectsResponse.scala
                        • ModeldbLogAttributesResponse.scala
                        • IdServiceProviderEnumIdServiceProvider.scala
                        • ModeldbFindExperimentsResponse.scala
                        • ModeldbVersioningEntry.scala
                        • ModeldbDeleteExperimentRunTagResponse.scala
                        • ModeldbDeleteExperimentTags.scala
                        • ModeldbAddProjectTagResponse.scala
                        • ModeldbGetHydratedProjectByIdResponse.scala
                        • ModeldbDeleteDatasetVersionAttributesResponse.scala
                        • ModeldbDeleteDatasetResponse.scala
                        • ModeldbGetDatasetByNameResponse.scala
                        • ModeldbDeleteExperimentResponse.scala
                        • ModeldbLogMetric.scala
                        • ModeldbAddProjectTagsResponse.scala
                        • ModeldbCollaboratorUserInfo.scala
                        • ModeldbGetChildrenExperimentRunsResponse.scala
                        • ModeldbSetProjectReadmeResponse.scala
                        • ModeldbDeleteExperimentRunsResponse.scala
                        • ModeldbGetProjectByNameResponse.scala
                        • ModeldbHydratedProject.scala
                        • ModeldbAddDatasetTagsResponse.scala
                        • ModeldbDeleteExperimentArtifactResponse.scala
                        • ModeldbLogHyperparametersResponse.scala
                        • ModeldbKeyValueQuery.scala
                        • ModeldbAddAttributes.scala
                        • ModeldbDeleteArtifactResponse.scala
                        • ModeldbAddExperimentRunTag.scala
                        • ModeldbLogExperimentArtifacts.scala
                        • ModeldbSetDatasetVisibiltyResponse.scala
                        • ModeldbFindExperimentRuns.scala
                        • ModeldbDeleteExperimentRun.scala
                        • ModeldbGetExperimentRunByDataset.scala
                        • ModeldbLogAttributeResponse.scala
                        • ModeldbUpdateDatasetDescriptionResponse.scala
                        • ModeldbDeleteProjectTagResponse.scala
                        • ModeldbFindHydratedDatasetsByTeam.scala
                        • ModeldbFindAllOutputs.scala
                        • ModeldbDeleteExperimentRunAttributes.scala
                        • ModeldbDeleteExperimentTagsResponse.scala
                        • ModeldbDatasetPartInfo.scala
                        • ModeldbAddExperimentTags.scala
                        • ModeldbGetDatasetByIdResponse.scala
                        • ModeldbDeleteLineage.scala
                        • ModeldbHydratedExperimentRun.scala
                        • ModeldbCreateExperiment.scala
                        • ModeldbGetUrlForArtifact.scala
                        • ModeldbLogObservationResponse.scala
                        • ModeldbLineageEntry.scala
                        • ModeldbAddProjectTag.scala
                        • ModeldbAddExperimentTagsResponse.scala
                        • ModeldbSetProjectShortName.scala
                        • ModeldbDeleteExperimentRunTags.scala
                        • ModeldbUpdateProjectAttributesResponse.scala
                        • ModeldbDeleteJobResponse.scala
                        • ModeldbLogVersionedInputResponse.scala
                        • ModeldbGetPublicProjectsResponse.scala
                        • ModeldbFindExperimentRunsResponse.scala
                        • ModeldbGetExperimentRunByDatasetResponse.scala
                        • ModeldbLogExperimentRunCodeVersionResponse.scala
                        • ModeldbSetDatasetVersionVisibiltyResponse.scala
                        • UacOrganization.scala
                        • ModeldbCreateJobResponse.scala
                        • ModeldbSetDatasetWorkspaceResponse.scala
                        • UacAction.scala
                        • ModeldbFindHydratedDatasetsByOrganization.scala
                        • ModeldbFindDatasetVersionsResponse.scala
                        • ModeldbSetProjectReadme.scala
                        • ModeldbGetProjectByIdResponse.scala
                        • ModeldbUpdateDatasetDescription.scala
                        • ModeldbAddExperimentRunAttributes.scala
                        • ModeldbGetExperimentRunsInProjectResponse.scala
                        • ModeldbFindAllInputsResponse.scala
                        • ModeldbGetExperimentRunByNameResponse.scala
                        • ModeldbDataset.scala
                        • ModeldbDeepCopyProject.scala
                        • ModeldbJob.scala
                        • ModeldbDeleteExperimentTagResponse.scala
                        • ModeldbQueryDatasetVersionInfo.scala
                        • ModeldbComment.scala
                        • ModeldbDatasetVersion.scala
                        • ModeldbFindHydratedProjectsByTeam.scala
                        • ModeldbFindHydratedProjectsByUser.scala
                        • ModeldbLogProjectArtifacts.scala
                        • ModeldbDeepCopyProjectResponse.scala
                        • ModeldbSetProjectShortNameResponse.scala
                        • ModeldbLogObservation.scala
                        • ModeldbUpdateDatasetNameResponse.scala
                        • ModeldbAddDatasetAttributes.scala
                        • ModeldbDeleteExperiment.scala
                        • ModeldbCommitMultipartArtifactResponse.scala
                        • ModeldbLogVersionedInput.scala
                        • ModeldbGetHydratedDatasetByNameResponse.scala
                        • ModeldbLastExperimentByDatasetIdResponse.scala
                        • ModeldbGetJobResponse.scala
                        • ModeldbLogProjectArtifactsResponse.scala
                        • ModeldbDeleteCommentResponse.scala
                        • ModeldbDeleteProjectTags.scala
                        • ModeldbGetAttributesResponse.scala
                        • ModeldbDeleteExperimentTag.scala
                        • UacVertaUserInfo.scala
                        • ModeldbMetricsSummary.scala
                        • ModeldbUpdateExperimentDescription.scala
                        • ModeldbDeleteProjects.scala
                        • ModeldbDeleteProjectAttributes.scala
                        • ModeldbUpdateExperimentNameOrDescriptionResponse.scala
                        • DatasetTypeEnumDatasetType.scala
                        • ModeldbUpdateProjectNameResponse.scala
                        • ModeldbAddExperimentRunTagResponse.scala
                        • ModeldbGetExperimentRunByIdResponse.scala
                        • ModeldbTopExperimentRunsSelectorResponse.scala
                        • PathLocationTypeEnumPathLocationType.scala
                        • ModeldbDeleteDatasetVersionAttributes.scala
                        • ModeldbSetParentExperimentRunId.scala
                        • ModeldbCreateDatasetVersionResponse.scala
                        • ProtobufAny.scala
                        • ModeldbHydratedExperiment.scala
                        • ValueTypeEnumValueType.scala
                        • ModeldbGetExperimentRunCodeVersionResponse.scala
                        • ModeldbVerifyConnectionResponse.scala
                        • ModeldbLogMetricsResponse.scala
                        • ModeldbDeleteDatasetVersionTagsResponse.scala
                        • LineageEntryEnumLineageEntryType.scala
                        • ModeldbSetParentExperimentRunIdResponse.scala
                        • ModeldbGetHydratedExperimentRunsByProjectIdResponse.scala
                        • ModeldbLogObservations.scala
                        • ModeldbUpdateExperimentNameOrDescription.scala
                        • ModeldbUpdateExperimentRunDescription.scala
                        • ModeldbUpdateJobResponse.scala
                        • ModeldbGetCommittedArtifactPartsResponse.scala
                        • ModeldbDeleteDatasetVersionResponse.scala
                        • ModeldbUpdateExperimentRunName.scala
                        • ModeldbDeleteDatasets.scala
                        • ModeldbGetHydratedProjectsResponse.scala
                        • ModeldbLogArtifacts.scala
                        • ModeldbQueryParameter.scala
                        • ModeldbAddExperimentRunTagsResponse.scala
                        • ModeldbGetCommentsResponse.scala
                        • ModeldbGetUrlForArtifactResponse.scala
                        • ModeldbAdvancedQueryProjectsResponse.scala
                        • ModeldbGetTagsResponse.scala
                        • ModelDBActionEnumModelDBServiceActions.scala
                        • ModeldbCommitArtifactPart.scala
                        • ModeldbUpdateProjectDescriptionResponse.scala
                        • ModeldbDeleteDatasetTagsResponse.scala
                        • ServiceEnumService.scala
                        • CollaboratorTypeEnumCollaboratorType.scala
                        • ModeldbGetExperimentRunsByDatasetVersionIdResponse.scala
                        • ModeldbLogExperimentRunCodeVersion.scala
                        • ModeldbAddExperimentTag.scala
                        • ModeldbCreateExperimentResponse.scala
                        • ModeldbAdvancedQueryDatasetVersionsResponse.scala
                        • ModeldbLogDatasetResponse.scala
                        • ModeldbDeleteDatasetsResponse.scala
                        • ModeldbGetExperimentCodeVersionResponse.scala
                        • ModeldbAddDatasetAttributesResponse.scala
                        • ModeldbCreateDatasetVersion.scala
                        • ModeldbUpdateExperimentRunDescriptionResponse.scala
                        • ModeldbLastModifiedExperimentRunSummary.scala
                        • ModeldbDeleteDatasetVersions.scala
                        • OperatorEnumOperator.scala
                        • ModeldbUpdateDatasetVersionAttributesResponse.scala
                        • ModeldbSetDatasetVersionVisibilty.scala
                        • ModeldbDeleteExperimentRunResponse.scala
                        • ModeldbFindDatasets.scala
                        • ModeldbLogExperimentCodeVersion.scala
                        • ModeldbUpdateProjectDescription.scala
                        • ModeldbDeleteDatasetAttributesResponse.scala
                        • ModeldbUpdateDatasetName.scala
                        • ModeldbGetMetricsResponse.scala
                        • RuntimeError.scala
                        • ModeldbFindHydratedProjectsByOrganization.scala
                        • ModeldbUpdateDatasetAttributes.scala
                        • UacUserInfo.scala
                        • ModeldbUpdateExperimentNameResponse.scala
                        • ModeldbLogExperimentCodeVersionResponse.scala
                        • ModeldbUpdateCommentResponse.scala
                        • ModeldbAddAttributesResponse.scala
                        • ModeldbAddComment.scala
                        • ModeldbDeleteDatasetVersionTags.scala
                        • JobStatusEnumJobStatus.scala
                        • ModeldbLogExperimentArtifactsResponse.scala
                        • ModeldbProjectVisibility.scala
                        • ModeldbGetExperimentByNameResponse.scala
                        • ModeldbHydratedDataset.scala
                        • ModeldbUpdateDatasetAttributesResponse.scala
                        • ArtifactTypeEnumArtifactType.scala
                        • ModeldbUpdateDatasetVersionAttributes.scala
                        • ModeldbUpdateExperimentDescriptionResponse.scala
                        • ModeldbAddProjectAttributesResponse.scala
                        • ModeldbGetProjectShortNameResponse.scala
                        • ModeldbCreateDataset.scala
                        • ModeldbFindExperiments.scala
                        • ModeldbLogHyperparameter.scala
                        • ModeldbDeleteArtifact.scala
                        • ModeldbAddExperimentTagResponse.scala
                        • ModeldbAddProjectTags.scala
                        • ModeldbDeleteExperimentRuns.scala
                        • ModeldbCreateExperimentRunResponse.scala
                        • ModeldbGetHydratedExperimentsByProjectIdResponse.scala
                        • ModeldbGetDatasetVersionByIdResponse.scala
                        • JobTypeEnumJobType.scala
                        • ModeldbRawDatasetVersionInfo.scala
                        • ModeldbProject.scala
                        • ModeldbSetDatasetWorkspace.scala
                        • ProtobufNullValue.scala
                        • ModeldbLogProjectCodeVersion.scala
                        • ModeldbLogObservationsResponse.scala
                        • ModeldbUpdateExperimentRunNameResponse.scala
                        • ModeldbLogArtifactsResponse.scala
                        • ModeldbCommitArtifactPartResponse.scala
                        • ModeldbGetArtifactsResponse.scala
                        • ModeldbLineageEntryBatch.scala
                        • ModeldbLogAttributes.scala
                        • EntitiesEnumEntitiesTypes.scala
                        • ModeldbUpdateDatasetVersionDescriptionResponse.scala
                        • ModeldbAddDatasetVersionAttributesResponse.scala
                        • ModeldbDeleteExperimentArtifact.scala
                        • ModeldbAddCommentResponse.scala
                        • ModeldbDeleteExperiments.scala
                        • ModeldbCreateDatasetResponse.scala
                        • ModeldbLogDatasets.scala
                    • artifactstore
                      • api
                        • ArtifactStoreApi.scala
                      • model
                        • ArtifactstoreStoreArtifactWithStream.scala
                        • ArtifactstoreGetArtifactResponse.scala
                        • ArtifactstoreDeleteArtifactResponse.scala
                        • ArtifactstoreDeleteArtifact.scala
                        • ArtifactstoreStoreArtifact.scala
                        • ProtobufAny.scala
                        • ArtifactstoreStoreArtifactResponse.scala
                        • ArtifactstoreStoreArtifactWithStreamResponse.scala
                        • RuntimeError.scala
                    • uac
                      • api
                        • TelemetryApi.scala
                        • CollaboratorApi.scala
                        • UACServiceApi.scala
                        • AuthorizationApi.scala
                        • RoleServiceApi.scala
                        • OrganizationApi.scala
                        • TeamApi.scala
                      • model
                        • UacAddUserResponse.scala
                        • UacDeleteRoleBindingsResponse.scala
                        • UacGetOrganizationByShortNameResponse.scala
                        • UacGetRoleByIdResponse.scala
                        • UacIsSelfAllowed.scala
                        • UacGetTeamByIdResponse.scala
                        • CommonKeyValue.scala
                        • UacGetRoleBindingByIdResponse.scala
                        • UacAddUser.scala
                        • UacGetAllowedResources.scala
                        • UacGetUsers.scala
                        • TernaryEnumTernary.scala
                        • UacGetTeamByShortNameResponse.scala
                        • UacGetSelfAllowedActionsBatchResponse.scala
                        • UacRemoveUser.scala
                        • UacDeleteTeam.scala
                        • UacDeleteUser.scala
                        • UacAddTeamUserResponse.scala
                        • UacSetOrganization.scala
                        • UacActions.scala
                        • UacSetRoleResponse.scala
                        • UacGetCollaboratorResponse.scala
                        • UacListMyTeamsResponse.scala
                        • UacRemoveResourcesResponse.scala
                        • UacDeleteRoleBindingResponse.scala
                        • UacTeam.scala
                        • UacGetAllowedResourcesResponse.scala
                        • UacAddCollaboratorRequestResponse.scala
                        • UacSetTeam.scala
                        • UacDeleteRole.scala
                        • UacGetSelfAllowedResourcesResponse.scala
                        • UacFlagEnum.scala
                        • UacRoleScope.scala
                        • UacRemoveTeamUser.scala
                        • IdServiceProviderEnumIdServiceProvider.scala
                        • UacRemoveTeamUserResponse.scala
                        • UacListMyOrganizationsResponse.scala
                        • UacGetSelfAllowedResources.scala
                        • UacResources.scala
                        • UacResourceType.scala
                        • UacListRolesResponse.scala
                        • UacGetOrganizationByIdResponse.scala
                        • UacDeleteRoleResponse.scala
                        • UacRemoveCollaboratorResponse.scala
                        • UacRoleBinding.scala
                        • UacResourceActionGroup.scala
                        • UacSetOrganizationResponse.scala
                        • UacGetAllowedEntitiesWithActionsResponse.scala
                        • UacAddCollaboratorRequest.scala
                        • UacGetRoleByNameResponse.scala
                        • UacDeleteRoleBindings.scala
                        • UacListUsersResponse.scala
                        • UacDeleteUserResponse.scala
                        • UacCollectTelemetryResponse.scala
                        • UacGetUsersFuzzyResponse.scala
                        • UacGetTeamByNameResponse.scala
                        • UacOrganization.scala
                        • UacAction.scala
                        • UacIsAllowed.scala
                        • UacAddTeamUser.scala
                        • UacGetUsersResponse.scala
                        • UacDeleteTeamResponse.scala
                        • UacRemoveUserResponse.scala
                        • UacListRoleBindingsResponse.scala
                        • UacListTeamUserResponse.scala
                        • UacVertaUserInfo.scala
                        • UacDeleteOrganizationResponse.scala
                        • UacCollectTelemetry.scala
                        • UacUpdateUser.scala
                        • UacSetRoleBinding.scala
                        • ProtobufAny.scala
                        • UacSetRoleBindingResponse.scala
                        • ValueTypeEnumValueType.scala
                        • UacCreateUserResponse.scala
                        • UacRole.scala
                        • UacUpdateUserResponse.scala
                        • UacCreateUser.scala
                        • UacSetRole.scala
                        • UacDeleteOrganization.scala
                        • UacDeleteRoleBinding.scala
                        • UacGetRoleBindingByNameResponse.scala
                        • UacGetOrganizationByNameResponse.scala
                        • ModelDBActionEnumModelDBServiceActions.scala
                        • UacGetAllowedEntitiesWithActions.scala
                        • ServiceEnumService.scala
                        • CollaboratorTypeEnumCollaboratorType.scala
                        • UacShareViaEnum.scala
                        • UacListTeamsResponse.scala
                        • UacGetSelfAllowedActionsBatch.scala
                        • VertauacPagination.scala
                        • UacGetAllowedEntities.scala
                        • UacSetTeamResponse.scala
                        • ModelDBResourceEnumModelDBServiceResourceTypes.scala
                        • UacGetUsersFuzzy.scala
                        • RuntimeError.scala
                        • UacUserInfo.scala
                        • UacGetAllowedEntitiesResponse.scala
                        • UacEntities.scala
                        • UacIsSelfAllowedResponse.scala
                        • ProtobufNullValue.scala
                        • UacIsAllowedResponse.scala
                        • EntitiesEnumEntitiesTypes.scala
                • repository
                  • Commit.scala
                  • FolderWalker.scala
                  • PathList.scala
                  • Diff.scala
                  • Repository.scala
                  • IllegalCommitSavedStateException.scala
                  • Folder.scala
        • test
          • scala
            • ai
              • verta
                • blobs
                  • dataset
                    • TestVersioning.scala
                    • TestMetadata.scala
                    • TestS3.scala
                    • TestPathBlob.scala
                  • testdir
                    • testfile
                    • testsubdir
                      • testfile2
                • client
                  • entities
                    • TestExperimentRun.scala
                    • DummyArtifact.scala
                • repository
                  • CommitLister.scala
                  • BlobCounter.scala
                  • TestCommit.scala
                  • FolderCounter.scala
                  • FilterWalker.scala
                  • TestRepository.scala
      • swagger_codegen.sh
      • project
        • Dependencies.scala
        • build.properties
        • plugins.sbt
      • templates
        • swagger
          • model.scala
          • from_json.mustache
          • to_json.mustache
          • type.mustache
          • default_value.mustache
          • api.scala
      • build.sbt
      • .gitignore
    • workflows
      • examples
        • pytorch.ipynb
        • xgboost.ipynb
        • tensorboard-integration.ipynb
        • pytorch-integration.ipynb
        • sklearn.ipynb
        • text_classification_rnn.ipynb
        • sklearn-integration.ipynb
        • tensorflow.ipynb
        • xgboost-integration.ipynb
        • keras-integration.ipynb
        • custom-modules
          • utils
            • data.py
            • preprocess.py
            • __init__.py
          • custom-modules.ipynb
          • models
            • nets.py
            • __init__.py
        • versioning
          • 02 Reverting Training Data.ipynb
          • training.py
          • utils.py
          • 03 Merging Multilingual Support.ipynb
          • 01 Simple Sentiment Classfier.ipynb
        • text_classification_spacy.ipynb
        • text_classification_spacy-validation.ipynb
        • basic_text_classification_with_tfhub.ipynb
      • examples-without-verta
        • notebooks
          • sklearn-census.ipynb
          • xgboost.ipynb
          • sklearn-gridsearch.ipynb
          • sklearn-basic.ipynb
          • pytorch-lstm.ipynb
          • tensorflow-lstm.ipynb
          • pytorch-basic.ipynb
          • tensorflow-basic.ipynb
        • scripts
          • tensorflow-lstm.py
          • sklearn-gridsearch.py
          • pytorch-lstm.py
          • xgboost-basic.py
          • sklearn-basic.py
          • pytorch-basic.py
          • tensorflow-basic.py
          • client-demo.py
      • demos
        • census-end-to-end-local-data-example.ipynb
        • Nearest-Neighbors-TF-Glove.ipynb
        • census-end-to-end-s3-example.ipynb
        • census-end-to-end.ipynb
        • setup-script.ipynb
        • nyc-taxi-atlas-end-to-end.ipynb
        • Embedding-and-Lookup-TF-Hub.ipynb
        • tf-text-classification.ipynb
        • Spam-Detection.ipynb
      • README.md
      • requirements.txt
    • README.md
    • tools
      • swagger_codegen.py
    • Dockerfile
    • .gitignore
    • docker-compose.yml
  • push_to_hub.sh
  • output
  • LICENSE
  • protos
    • protos
      • public
        • client
          • Config.proto
        • common
          • CommonService.proto
        • modeldb
          • Job.proto
          • metadata
            • MetadataService.proto
          • CommonService.proto
          • ProjectService.proto
          • Comment.proto
          • versioning
            • Environment.proto
            • Enums.proto
            • Config.proto
            • Code.proto
            • Dataset.proto
            • VersioningService.proto
          • ExperimentRunService.proto
          • Lineage.proto
          • DatasetService.proto
          • ExperimentService.proto
          • HydratedService.proto
          • DatasetVersionService.proto
        • artifactstore
          • ArtifactStore.proto
        • uac
          • Authorization.proto
          • Collaborator.proto
          • Team.proto
          • UACService.proto
          • RoleService.proto
          • Organization.proto
          • Telemetry.proto
    • README.md
    • scripts
      • fix_imports.py
      • get_dependencies.sh
      • build_with_docker.sh
      • Dockerfile
      • build.sh
    • gen
      • go
        • protos
          • public
            • client
              • Config.pb.go
            • common
              • CommonService.pb.go
            • modeldb
              • Comment.pb.go
              • Lineage.pb.go
              • DatasetService.pb.gw.go
              • ProjectService.pb.gw.go
              • Comment.pb.gw.go
              • Job.pb.go
              • DatasetVersionService.pb.gw.go
              • CommonService.pb.go
              • metadata
                • MetadataService.pb.gw.go
                • MetadataService.pb.go
              • ProjectService.pb.go
              • DatasetService.pb.go
              • DatasetVersionService.pb.go
              • ExperimentService.pb.gw.go
              • ExperimentService.pb.go
              • HydratedService.pb.go
              • ExperimentRunService.pb.gw.go
              • versioning
                • Environment.pb.go
                • Config.pb.go
                • Enums.pb.go
                • Dataset.pb.go
                • Code.pb.go
              • Lineage.pb.gw.go
              • HydratedService.pb.gw.go
              • Job.pb.gw.go
            • artifactstore
              • ArtifactStore.pb.go
              • ArtifactStore.pb.gw.go
            • uac
              • RoleService.pb.go
              • Organization.pb.gw.go
              • Authorization.pb.go
              • UACService.pb.gw.go
              • Organization.pb.go
              • Collaborator.pb.go
              • Team.pb.go
              • Authorization.pb.gw.go
              • RoleService.pb.gw.go
              • Collaborator.pb.gw.go
              • Telemetry.pb.go
              • Telemetry.pb.gw.go
              • Team.pb.gw.go
              • UACService.pb.go
      • python
        • protos
          • public
            • client
              • Config_pb2.py
              • Config_pb2_grpc.py
              • __init__.py
            • common
              • CommonService_pb2.py
              • CommonService_pb2_grpc.py
              • __init__.py
            • __init__.py
            • modeldb
              • HydratedService_pb2_grpc.py
              • DatasetService_pb2.py
              • ExperimentRunService_pb2_grpc.py
              • CommonService_pb2.py
              • HydratedService_pb2.py
              • CommonService_pb2_grpc.py
              • metadata
                • MetadataService_pb2.py
                • __init__.py
                • MetadataService_pb2_grpc.py
              • DatasetVersionService_pb2_grpc.py
              • Comment_pb2.py
              • ExperimentService_pb2_grpc.py
              • DatasetVersionService_pb2.py
              • ExperimentService_pb2.py
              • Lineage_pb2_grpc.py
              • Job_pb2_grpc.py
              • versioning
                • VersioningService_pb2.py
                • Environment_pb2.py
                • VersioningService_pb2_grpc.py
                • Config_pb2.py
                • Dataset_pb2_grpc.py
                • Code_pb2.py
                • Environment_pb2_grpc.py
                • Config_pb2_grpc.py
                • Enums_pb2.py
                • Enums_pb2_grpc.py
                • __init__.py
                • Dataset_pb2.py
                • Code_pb2_grpc.py
              • __init__.py
              • Comment_pb2_grpc.py
              • DatasetService_pb2_grpc.py
              • Lineage_pb2.py
              • ProjectService_pb2.py
              • Job_pb2.py
              • ProjectService_pb2_grpc.py
            • artifactstore
              • ArtifactStore_pb2_grpc.py
              • __init__.py
              • ArtifactStore_pb2.py
            • uac
              • UACService_pb2.py
              • Organization_pb2.py
              • Team_pb2.py
              • Telemetry_pb2.py
              • RoleService_pb2_grpc.py
              • Collaborator_pb2.py
              • Collaborator_pb2_grpc.py
              • Authorization_pb2_grpc.py
              • UACService_pb2_grpc.py
              • __init__.py
              • Team_pb2_grpc.py
              • Authorization_pb2.py
              • Organization_pb2_grpc.py
              • Telemetry_pb2_grpc.py
              • RoleService_pb2.py
          • __init__.py
        • __init__.py
      • swagger
        • protos
          • public
            • client
              • Config.swagger.json
            • common
              • CommonService.swagger.json
            • modeldb
              • ExperimentService.swagger.json
              • DatasetService.swagger.json
              • Job.swagger.json
              • Comment.swagger.json
              • metadata
                • MetadataService.swagger.json
              • DatasetVersionService.swagger.json
              • ExperimentRunService.swagger.json
              • ProjectService.swagger.json
              • HydratedService.swagger.json
              • versioning
                • Dataset.swagger.json
                • Enums.swagger.json
                • Code.swagger.json
                • Environment.swagger.json
                • Config.swagger.json
                • VersioningService.swagger.json
              • CommonService.swagger.json
              • Lineage.swagger.json
            • artifactstore
              • ArtifactStore.swagger.json
            • uac
              • RoleService.swagger.json
              • Collaborator.swagger.json
              • Organization.swagger.json
              • Telemetry.swagger.json
              • Authorization.swagger.json
              • Team.swagger.json
              • UACService.swagger.json
  • backend
    • src
      • main
        • proto
          • protos
            • public
              • client
                • Config.proto
              • common
                • CommonService.proto
              • modeldb
                • Job.proto
                • metadata
                  • MetadataService.proto
                • CommonService.proto
                • ProjectService.proto
                • Comment.proto
                • versioning
                  • Environment.proto
                  • Enums.proto
                  • Config.proto
                  • Code.proto
                  • Dataset.proto
                  • VersioningService.proto
                • ExperimentRunService.proto
                • Lineage.proto
                • DatasetService.proto
                • ExperimentService.proto
                • HydratedService.proto
                • DatasetVersionService.proto
              • artifactstore
                • ArtifactStore.proto
              • uac
                • Authorization.proto
                • Collaborator.proto
                • Team.proto
                • UACService.proto
                • RoleService.proto
                • Organization.proto
                • Telemetry.proto
          • README.md
          • scripts
            • fix_imports.py
            • get_dependencies.sh
            • build_with_docker.sh
            • Dockerfile
            • build.sh
          • gen
            • go
              • protos
                • public
                  • client
                    • Config.pb.go
                  • common
                    • CommonService.pb.go
                  • modeldb
                    • Comment.pb.go
                    • Lineage.pb.go
                    • DatasetService.pb.gw.go
                    • ProjectService.pb.gw.go
                    • Comment.pb.gw.go
                    • Job.pb.go
                    • DatasetVersionService.pb.gw.go
                    • CommonService.pb.go
                    • metadata
                      • MetadataService.pb.gw.go
                      • MetadataService.pb.go
                    • ProjectService.pb.go
                    • DatasetService.pb.go
                    • DatasetVersionService.pb.go
                    • ExperimentService.pb.gw.go
                    • ExperimentService.pb.go
                    • HydratedService.pb.go
                    • ExperimentRunService.pb.gw.go
                    • versioning
                      • Environment.pb.go
                      • Config.pb.go
                      • Enums.pb.go
                      • Dataset.pb.go
                      • Code.pb.go
                    • Lineage.pb.gw.go
                    • HydratedService.pb.gw.go
                    • Job.pb.gw.go
                  • artifactstore
                    • ArtifactStore.pb.go
                    • ArtifactStore.pb.gw.go
                  • uac
                    • RoleService.pb.go
                    • Organization.pb.gw.go
                    • Authorization.pb.go
                    • UACService.pb.gw.go
                    • Organization.pb.go
                    • Collaborator.pb.go
                    • Team.pb.go
                    • Authorization.pb.gw.go
                    • RoleService.pb.gw.go
                    • Collaborator.pb.gw.go
                    • Telemetry.pb.go
                    • Telemetry.pb.gw.go
                    • Team.pb.gw.go
                    • UACService.pb.go
            • python
              • protos
                • public
                  • client
                    • Config_pb2.py
                    • Config_pb2_grpc.py
                    • __init__.py
                  • common
                    • CommonService_pb2.py
                    • CommonService_pb2_grpc.py
                    • __init__.py
                  • __init__.py
                  • modeldb
                    • HydratedService_pb2_grpc.py
                    • DatasetService_pb2.py
                    • ExperimentRunService_pb2_grpc.py
                    • CommonService_pb2.py
                    • HydratedService_pb2.py
                    • CommonService_pb2_grpc.py
                    • metadata
                      • MetadataService_pb2.py
                      • __init__.py
                      • MetadataService_pb2_grpc.py
                    • DatasetVersionService_pb2_grpc.py
                    • Comment_pb2.py
                    • ExperimentService_pb2_grpc.py
                    • DatasetVersionService_pb2.py
                    • ExperimentService_pb2.py
                    • Lineage_pb2_grpc.py
                    • Job_pb2_grpc.py
                    • versioning
                      • VersioningService_pb2.py
                      • Environment_pb2.py
                      • VersioningService_pb2_grpc.py
                      • Config_pb2.py
                      • Dataset_pb2_grpc.py
                      • Code_pb2.py
                      • Environment_pb2_grpc.py
                      • Config_pb2_grpc.py
                      • Enums_pb2.py
                      • Enums_pb2_grpc.py
                      • __init__.py
                      • Dataset_pb2.py
                      • Code_pb2_grpc.py
                    • __init__.py
                    • Comment_pb2_grpc.py
                    • DatasetService_pb2_grpc.py
                    • Lineage_pb2.py
                    • ProjectService_pb2.py
                    • Job_pb2.py
                    • ProjectService_pb2_grpc.py
                  • artifactstore
                    • ArtifactStore_pb2_grpc.py
                    • __init__.py
                    • ArtifactStore_pb2.py
                  • uac
                    • UACService_pb2.py
                    • Organization_pb2.py
                    • Team_pb2.py
                    • Telemetry_pb2.py
                    • RoleService_pb2_grpc.py
                    • Collaborator_pb2.py
                    • Collaborator_pb2_grpc.py
                    • Authorization_pb2_grpc.py
                    • UACService_pb2_grpc.py
                    • __init__.py
                    • Team_pb2_grpc.py
                    • Authorization_pb2.py
                    • Organization_pb2_grpc.py
                    • Telemetry_pb2_grpc.py
                    • RoleService_pb2.py
                • __init__.py
              • __init__.py
            • swagger
              • protos
                • public
                  • client
                    • Config.swagger.json
                  • common
                    • CommonService.swagger.json
                  • modeldb
                    • ExperimentService.swagger.json
                    • DatasetService.swagger.json
                    • Job.swagger.json
                    • Comment.swagger.json
                    • metadata
                      • MetadataService.swagger.json
                    • DatasetVersionService.swagger.json
                    • ExperimentRunService.swagger.json
                    • ProjectService.swagger.json
                    • HydratedService.swagger.json
                    • versioning
                      • Dataset.swagger.json
                      • Enums.swagger.json
                      • Code.swagger.json
                      • Environment.swagger.json
                      • Config.swagger.json
                      • VersioningService.swagger.json
                    • CommonService.swagger.json
                    • Lineage.swagger.json
                  • artifactstore
                    • ArtifactStore.swagger.json
                  • uac
                    • RoleService.swagger.json
                    • Collaborator.swagger.json
                    • Organization.swagger.json
                    • Telemetry.swagger.json
                    • Authorization.swagger.json
                    • Team.swagger.json
                    • UACService.swagger.json
        • resources
          • migration
            • dump-for-tidb.sh
            • postgres_to_mysql_modeldb_convert.sh
          • log4j2.xml
          • c3p0.properties
          • liquibase
            • create_indexes.sql
            • create-tables-changelog-1.0.xml
            • db-changelog-master.xml
            • create-versioning-tables-changelog2.xml
            • create-versioning-tables-changelog.xml
            • hibernate-base-db-schema.sql
            • db-changelog-1.0.xml
            • create-index-changelog.xml
        • java
          • ai
            • verta
              • modeldb
                • GracefulShutdown.java
                • lineage
                  • LineageDAO.java
                  • LineageServiceImpl.java
                  • LineageDAORdbImpl.java
                  • IsExistsPredicate.java
                • dto
                  • ExperimentRunPaginationDTO.java
                  • CommitPaginationDTO.java
                  • ExperimentPaginationDTO.java
                  • UserInfoPaginationDTO.java
                  • WorkspaceDTO.java
                  • ProjectPaginationDTO.java
                  • DatasetVersionDTO.java
                  • DatasetPaginationDTO.java
                • health
                  • HealthServiceImpl.java
                  • HealthStatusManager.java
                • utils
                  • ArtifactPathMigrationUtils.java
                  • ModelDBUtils.java
                  • ModelDBHibernateUtil.java
                  • RdbmsUtils.java
                • ModelDBConstants.java
                • monitoring
                  • ErrorCountResource.java
                  • RequestLatencyResource.java
                  • QPSCountResource.java
                • cron_jobs
                  • DeleteEntitiesCron.java
                  • ParentTimestampUpdateCron.java
                  • CronJobUtils.java
                • ModelDBMessages.java
                • databaseServices
                  • DocumentService.java
                  • README.md
                • dataset
                  • DatasetDAO.java
                  • DatasetServiceImpl.java
                  • DatasetDAORdbImpl.java
                • metadata
                  • MetadataDAORdbImpl.java
                  • MetadataServiceImpl.java
                  • MetadataDAO.java
                • project
                  • ProjectDAORdbImpl.java
                  • ProjectDAO.java
                  • ProjectServiceImpl.java
                • artifactStore
                  • ArtifactStoreDAO.java
                  • storageservice
                    • S3Service.java
                    • ArtifactStoreService.java
                    • nfs
                      • NFSService.java
                      • UploadFileResponse.java
                      • NFSController.java
                      • FileStorageProperties.java
                  • ArtifactStoreDAORdbImpl.java
                • authservice
                  • AuthService.java
                  • AuthServiceUtils.java
                  • RoleServiceUtils.java
                  • RoleService.java
                  • PublicRoleServiceUtils.java
                  • AuthServiceChannel.java
                  • PublicAuthServiceUtils.java
                • experimentRun
                  • ExperimentRunServiceImpl.java
                  • ExperimentRunDAO.java
                  • CommitMultipartFunction.java
                  • S3KeyFunction.java
                  • ExperimentRunDAORdbImpl.java
                • ModelDBException.java
                • ModelDBAuthInterceptor.java
                • versioning
                  • BlobDAO.java
                  • VersioningServiceImpl.java
                  • VersioningUtils.java
                  • FileHasher.java
                  • CommitDAORdbImpl.java
                  • BlobDAORdbImpl.java
                  • RepositoryDAORdbImpl.java
                  • TreeElem.java
                  • autogenerated
                    • _public
                      • modeldb
                        • versioning
                          • model
                            • AutogenEnvironmentDiff.java
                            • AutogenPathDatasetComponentBlobGen.java
                            • AutogenCodeBlobGen.java
                            • AutogenNotebookCodeBlobGen.java
                            • AutogenVersionEnvironmentDiffGen.java
                            • AutogenGitCodeDiffGen.java
                            • AutogenBlob.java
                            • AutogenDockerEnvironmentDiffGen.java
                            • AutogenS3DatasetComponentBlob.java
                            • AutogenCommandLineEnvironmentDiff.java
                            • AutogenDiffStatusEnumDiffStatus.java
                            • AutogenHyperparameterConfigBlob.java
                            • AutogenEnvironmentVariablesDiffGen.java
                            • AutogenDatasetBlob.java
                            • AutogenDockerEnvironmentBlobGen.java
                            • AutogenEnvironmentVariablesBlob.java
                            • AutogenCodeDiff.java
                            • AutogenDiffStatusEnumDiffStatusGen.java
                            • AutogenPathDatasetDiffGen.java
                            • AutogenConfigBlobGen.java
                            • AutogenPythonRequirementEnvironmentDiff.java
                            • AutogenEnvironmentBlob.java
                            • AutogenS3DatasetComponentDiff.java
                            • AutogenS3DatasetBlobGen.java
                            • AutogenDiscreteHyperparameterSetConfigBlobGen.java
                            • AutogenVersionEnvironmentBlob.java
                            • AutogenPathDatasetBlob.java
                            • AutogenHyperparameterConfigDiff.java
                            • AutogenDatasetDiffGen.java
                            • AutogenContinuousHyperparameterSetConfigBlobGen.java
                            • AutogenHyperparameterSetConfigBlobGen.java
                            • AutogenBlobDiff.java
                            • AutogenHyperparameterConfigBlobGen.java
                            • AutogenNotebookCodeDiff.java
                            • AutogenDatasetDiff.java
                            • AutogenVersionEnvironmentBlobGen.java
                            • AutogenCommandLineEnvironmentDiffGen.java
                            • AutogenBlobGen.java
                            • AutogenDockerEnvironmentDiff.java
                            • AutogenEnvironmentVariablesBlobGen.java
                            • AutogenS3DatasetComponentDiffGen.java
                            • AutogenBlobDiffGen.java
                            • AutogenPythonEnvironmentBlob.java
                            • AutogenPythonRequirementEnvironmentBlobGen.java
                            • AutogenGitCodeBlob.java
                            • AutogenEnvironmentBlobGen.java
                            • AutogenConfigDiffGen.java
                            • AutogenDatasetBlobGen.java
                            • AutogenNotebookCodeBlob.java
                            • AutogenDiscreteHyperparameterSetConfigBlob.java
                            • AutogenHyperparameterSetConfigDiff.java
                            • AutogenPythonEnvironmentDiffGen.java
                            • AutogenNotebookCodeDiffGen.java
                            • AutogenHyperparameterConfigDiffGen.java
                            • AutogenPythonEnvironmentDiff.java
                            • AutogenEnvironmentVariablesDiff.java
                            • AutogenS3DatasetBlob.java
                            • AutogenPythonRequirementEnvironmentBlob.java
                            • AutogenHyperparameterValuesConfigBlobGen.java
                            • AutogenVersionEnvironmentDiff.java
                            • AutogenGitCodeDiff.java
                            • AutogenConfigBlob.java
                            • AutogenPathDatasetDiff.java
                            • AutogenS3DatasetDiff.java
                            • AutogenS3DatasetComponentBlobGen.java
                            • AutogenContinuousHyperparameterSetConfigBlob.java
                            • AutogenHyperparameterSetConfigDiffGen.java
                            • AutogenEnvironmentDiffGen.java
                            • AutogenDockerEnvironmentBlob.java
                            • AutogenPathDatasetComponentDiff.java
                            • AutogenPathDatasetComponentBlob.java
                            • AutogenCodeBlob.java
                            • AutogenHyperparameterSetConfigBlob.java
                            • AutogenPythonEnvironmentBlobGen.java
                            • AutogenCodeDiffGen.java
                            • AutogenPathDatasetComponentDiffGen.java
                            • AutogenS3DatasetDiffGen.java
                            • AutogenPythonRequirementEnvironmentDiffGen.java
                            • AutogenGitCodeBlobGen.java
                            • AutogenConfigDiff.java
                            • AutogenPathDatasetBlobGen.java
                            • AutogenHyperparameterValuesConfigBlob.java
                  • blob
                    • visitors
                      • Validator.java
                      • Visitor.java
                      • Visitable.java
                    • diff
                      • TypeChecker.java
                      • ConflictGenerator.java
                      • Utils.java
                      • StringGenerator.java
                      • Function4.java
                      • DiffMerger.java
                      • DiffComputer.java
                      • Function3.java
                      • ProtoType.java
                    • factory
                      • DatasetBlobFactory.java
                      • CodeBlobFactory.java
                      • ConfigBlobFactory.java
                      • BlobFactory.java
                      • EnvironmentBlobFactory.java
                    • container
                      • BlobContainer.java
                      • DatasetContainer.java
                      • CodeContainer.java
                      • ConfigContainer.java
                      • EnvironmentContainer.java
                  • CommitDAO.java
                  • FindRepositoriesQuery.java
                  • RepositoryDAO.java
                  • CommitFunction.java
                  • RepositoryFunction.java
                  • BlobFunction.java
                • collaborator
                  • CollaboratorUser.java
                  • CollaboratorOrg.java
                  • CollaboratorTeam.java
                  • CollaboratorBase.java
                • batchProcess
                  • OwnerRoleBindingRepositoryUtils.java
                  • OwnerRoleBindingUtils.java
                • experiment
                  • ExperimentServiceImpl.java
                  • ExperimentDAORdbImpl.java
                  • ExperimentDAO.java
                • comment
                  • CommentServiceImpl.java
                  • CommentDAO.java
                  • CommentDAORdbImpl.java
                • entities
                  • LineageEntity.java
                  • code
                    • NotebookCodeBlob.java
                    • GitCodeBlob.java
                    • GitCodeBlobEntity.java
                    • NotebookCodeBlobEntity.java
                  • TagsMapping.java
                  • FeatureEntity.java
                  • ArtifactEntity.java
                  • CommentEntity.java
                  • UploadStatusEntity.java
                  • RawDatasetVersionInfoEntity.java
                  • GitSnapshotEntity.java
                  • ArtifactPartEntity.java
                  • dataset
                    • PathDatasetComponentBlobEntity.java
                    • S3DatasetComponentBlobEntity.java
                  • metadata
                    • LabelsMappingEntity.java
                  • DatasetEntity.java
                  • environment
                    • PythonEnvironmentRequirementBlobEntity.java
                    • EnvironmentVariablesEntity.java
                    • EnvironmentCommandLineEntity.java
                    • DockerEnvironmentBlobEntity.java
                    • EnvironmentBlobEntity.java
                    • PythonEnvironmentBlobEntity.java
                  • QueryParameterEntity.java
                  • DatasetPartInfoEntity.java
                  • config
                    • HyperparameterElementMappingEntity.java
                    • HyperparameterElementConfigBlobEntity.java
                    • ConfigBlobEntity.java
                    • HyperparameterSetConfigBlobEntity.java
                  • AttributeEntity.java
                  • UserCommentEntity.java
                  • JobEntity.java
                  • ObservationEntity.java
                  • BlobTreeInformation.java
                  • versioning
                    • InternalFolderElementEntity.java
                    • RepositoryEntity.java
                    • VersioningModeldbEntityMapping.java
                    • CommitEntity.java
                    • BranchEntity.java
                    • TagsEntity.java
                  • ExperimentRunEntity.java
                  • QueryDatasetVersionInfoEntity.java
                  • CodeVersionEntity.java
                  • KeyValueEntity.java
                  • PathDatasetVersionInfoEntity.java
                  • ProjectEntity.java
                  • ExperimentEntity.java
                  • ArtifactStoreMapping.java
                  • DatasetVersionEntity.java
                • App.java
                • telemetry
                  • TelemetryUtils.java
                  • TelemetryCron.java
                • datasetVersion
                  • DatasetVersionServiceImpl.java
                  • DatasetVersionDAO.java
                  • DatasetVersionDAORdbImpl.java
                • advancedService
                  • AdvancedServiceImpl.java
      • test
        • java
          • ai
            • verta
              • modeldb
                • CommitTest.java
                • ExperimentTest.java
                • FindHydratedServiceTest.java
                • lineage
                  • LineageServiceImplNegativeTest.java
                • DatasetVersionTest.java
                • CommentTest.java
                • NFSArtifactStoreTest.java
                • utils
                  • TestConstants.java
                  • ModelDBUtilsTest.java
                • blobs
                  • Utils.java
                  • BlobEquality.java
                  • BlobProtoEquality.java
                  • DiffAndMerge.java
                • BranchTest.java
                • IntegrationTest.java
                • FindDatasetEntitiesTest.java
                • ProjectTest.java
                • DatasetTest.java
                • FindProjectEntitiesTest.java
                • RoleTestService.java
                • metadata
                  • MetadataTest.java
                • CollaboratorTest.java
                • DiffTest.java
                • TestSequenceSuite.java
                • MergeTest.java
                • updateProjectReadMe.md
                • ArtifactStoreTest.java
                • RepositoryTest.java
                • PublicTestSequenceSuite.java
                • versioning
                  • blob
                    • visitors
                      • ValidatorBlobDiffTest.java
                      • ValidatorBlobTest.java
                • AuthClientInterceptor.java
                • LineageTest.java
                • setProjectReadMe.md
                • ModelDBTestUtils.java
    • docker-compose.yaml
    • dockerfile
    • swagger_codegen.sh
    • pom.xml
    • config.default.yaml
    • proxy
      • Makefile
      • local_machine_build.sh
      • proxy.go
      • README.md
      • Dockerfile
      • .gitignore
    • CONFIG.md
    • templates
      • postvisitdeep.mustache
      • previsitdeep.mustache
      • model.java
      • apiGen.java
      • type.mustache
      • default_value.mustache
      • gen.java
      • equals.mustache
      • api.java
      • visittype.mustache
    • graphql
      • Makefile
      • internal
        • codec
          • codec.go
        • server
          • connections
            • connections.go
          • server.go
        • schema
          • gqlgen.yml
          • pagination
            • next.go
          • models_gen.go
          • dataloaders
            • teamloader_gen.go
            • teamloader_middleware.go
            • userloader_middleware.go
            • README.md
            • userloader_gen.go
            • generate.sh
          • resolvers
            • repository.go
            • user.go
            • query.go
            • experimentrun.go
            • experiment.go
            • mutation.go
            • artifact.go
            • root.go
            • workspace.go
            • keyvalue.go
            • commit.go
            • predicates.go
            • project.go
            • team.go
            • observation.go
            • branch-network.go
            • organization.go
            • collaborators.go
          • models
            • repository.go
            • collaborator.go
            • workspace.go
            • commit.go
            • branch-network.go
          • README.txt
          • definition
            • repository.graphql
            • observation.graphql
            • team.graphql
            • user.graphql
            • visibility.graphql
            • commit.graphql
            • organization.graphql
            • actions.graphql
            • project.graphql
            • mutation.graphql
            • artifact.graphql
            • query.graphql
            • experiment.graphql
            • experimentrun.graphql
            • collaborators.graphql
            • keyvalue.graphql
            • branch-network.graphql
            • root.graphql
            • workspace.graphql
          • errors
            • errors.go
            • presenter.go
          • .gitignore
          • generate.sh
      • cmd
        • graphql.go
      • Dockerfile
    • .gitattributes
    • config
      • config.yaml
    • README.md
    • .gitignore
    • .dockerignore
    • build.sh
  • docker-compose-all.yaml
  • go.mod
  • doc-resources
    • images
    • contributor-list.sh
  • build_all_no_deploy_modeldb.sh
  • chart
    • modeldb
      • charts
        • backend
          • Chart.yaml
          • templates
            • deployment.yaml
            • pdb.yaml
            • secret.yaml
            • statefulset.yaml
            • hpa.yaml
            • service.yaml
          • values.yaml
        • graphql
          • Chart.yaml
          • templates
            • deployment.yaml
            • pdb.yaml
            • hpa.yaml
            • service.yaml
          • values.yaml
        • postgres
          • Chart.yaml
          • templates
            • svc.yaml
            • statefulset-slaves.yaml
            • networkpolicy.yaml
            • metrics-svc.yaml
            • initialization-configmap.yaml
            • svc-read.yaml
            • extended-config-configmap.yaml
            • configmap.yaml
            • svc-headless.yaml
            • _helpers.tpl
            • statefulset.yaml
            • secrets.yaml
            • NOTES.txt
          • values.yaml
          • README.md
          • values-production.yaml
        • webapp
          • Chart.yaml
          • templates
            • deployment.yaml
            • pdb.yaml
            • hpa.yaml
            • service.yaml
          • values.yaml
      • Chart.yaml
      • README.md
      • .helmignore
  • demos
    • webinar-2020-5-6
      • 01-ad_hoc
        • 03-predict
          • docker-compose.yaml
          • prometheus_config.yaml
          • run.sh
          • predict.sh
        • 02-package
          • predictor.py
          • fetch_model.py
          • s3-build.Jenkinsfile
          • run.sh
          • requirements.txt
          • Dockerfile
        • 01-train
          • training.py
          • utils.py
          • requirements.txt
          • NLP training.ipynb
      • training.py
      • 02-mdb_versioned
        • 03-predict
          • docker-compose.yaml
          • prometheus_config.yaml
          • run.sh
          • predict.sh
        • 02-package
          • predictor.py
          • fetch_model.py
          • run.sh
          • Dockerfile
          • mdb-build.Jenkinsfile
        • 01-train
          • 01 Basic NLP.ipynb
          • 02 Positive Data NLP.ipynb
          • training.py
          • 03 Multilingual NLP.ipynb
          • utils.py
          • requirements.txt
      • README.md
      • utils.py
      • requirements.txt
    • 03-20-mdb-jenkins-prom
      • 03 - predict
        • docker-compose.yaml
        • prometheus_config.yaml
        • run.sh
        • predict.sh
      • 01 - train
        • run.sh
        • train.py
      • README.md
      • 02 - package
        • predictor.py
        • fetch_model.py
        • run.sh
        • requirements.txt
        • Dockerfile
        • .gitignore
    • webinar-2020-4-1
      • census-s3-oss-versioning.ipynb
  • README.md
  • webapp
    • .prettierrc.json
    • yarn.lock
    • client
      • tsconfig.paths.json
      • src
        • services
          • experimentRuns
            • index.ts
            • types.ts
            • responseRequest
              • makeLoadExperimentRunsRequest.ts
            • ExperimentRunsDataService.ts
          • datasets
            • index.ts
            • DatasetsDataService.ts
            • responseRequest
              • makeLoadDatasetsRequest.ts
          • descriptionActions
            • DescActionDataService.ts
            • index.ts
          • highLevelSearch
            • HighLevelSearchService.ts
            • graphql-types
              • RepositoriesResult.ts
          • serverModel
            • Common
              • Common.ts
              • converters.ts
            • Pagination
              • Pagination.ts
              • converters.ts
            • Versioning
              • CompareCommits
                • convertServerCodeDiff
                  • __tests__
                    • __snapshots__
                      • convertServerCode.test.ts.snap
                    • convertServerCode.test.ts
                  • index.ts
                • convertServerEnvironmentDiff.ts
                • convertServerDatasetDiff.ts
                • ServerDiff.ts
                • convertServerConfigDiff
                  • __tests__
                    • __snapshots__
                      • convertServerConfigDiff.test.ts.snap
                    • convertServerConfigDiff.test.ts
                  • index.ts
                • converters.ts
              • Repository
                • Repository.ts
              • RepositoryData
                • Blob
                  • index.ts
                  • CodeBlob.ts
                  • EnviromentBlob.ts
                  • DatasetBlob.ts
                  • ConfigBlob.ts
            • User
              • User.ts
              • converters.ts
            • Filters
              • Filters.ts
              • converters.ts
            • Projects
              • converters.ts
            • CodeVersion
              • converters.ts
            • Workspace
              • Workspace.ts
              • converters.ts
            • Sorting
              • Sorting.ts
            • Comments
              • converters.ts
          • comments
            • index.ts
            • CommentsService.ts
          • datasetVersions
            • DatasetVersionsDataService.ts
            • index.ts
            • responseRequest
              • makeLoadDatasetVersionsRequest.ts
          • projects
            • __tests__
              • ProjectDataService.test.ts
            • index.ts
            • ProjectDataService.ts
            • responseRequest
              • makeLoadProjectsRequest.ts
          • BaseDataService.ts
          • experiments
            • ExperimentsDataService.ts
            • index.ts
            • types.ts
            • responseRequest
              • makeLoadExperimentsRequest.ts
          • users
            • UsersService.ts
          • versioning
            • repositories
              • RepositoriesDataService.ts
              • index.ts
          • tagActions
            • index.ts
            • TagActionDataService.ts
          • shared
            • DeploymentApiError.ts
            • UnavailableEntityApiError.ts
            • EntityAlreadyExistError.ts
          • ServiceFactory.ts
        • pages
          • authorized
            • __tests__
              • AuthorizedPages.test.tsx
            • index.tsx
            • HighLevelSearchPage
              • HighLevelSearchPage.tsx
              • HighLevelSearchPage.module.css
            • VersioningPages
              • RepositoryDetailsPages
                • MergeConflictsPage
                  • MergeConflictsPage.tsx
                • CommitsHistoryPage
                  • CommitsHistoryPage.module.css
                  • CommitsHistoryPage.tsx
                • RepositoryDetailsPages.tsx
                • CompareChangesPage
                  • CompareChangesPage.tsx
                • CommitPage
                  • CommitPage.tsx
                  • CommitPage.module.css
                • RepositoryPage
                  • RepositoryPage.module.css
                  • RepositoryPage.tsx
                • RepositorySettingsPage
                  • RepositorySettingsPage.module.css
                  • RepositorySettingsPage.tsx
                • shared
                  • RepositoryDetailsPagesLayout
                    • RepositoryDetailsPagesLayout.module.css
                    • RepositoryDetailsPagesLayout.tsx
                • NetworkPage
                  • NetworkPage.tsx
                  • NetworkPage.module.css
              • RepositoriesPage
                • RepositoriesPage.module.css
                • RepositoriesPage.tsx
              • RepositoryCreationPage
                • RepositoryCreationPage.tsx
              • shared
                • RepositoriesPagesLayout
                  • RepositoriesPagesLayout.tsx
            • DatasetPages
              • DatasetCreationPage
                • DatasetCreationPage.tsx
              • DatasetDetailPages
                • CompareDatasetVersionsPage
                  • CompareDatasetVersionsPage.tsx
                • DatasetSummaryPage
                  • __tests__
                    • DatasetSummaryPage.integration.test.tsx
                  • DatasetSummaryPage.tsx
                  • DatasetSummaryPage.module.css
                • DatasetVersionPage
                  • DatasetVersionPage.tsx
                • DatasetDetailPages.tsx
                • DatasetVersionsPage
                  • DatasetVersionsPage.tsx
                • shared
                  • DatasetDetailsLayout
                    • DatasetDetailsLayout.module.css
                    • DatasetDetailsLayout.tsx
              • DeletingDatasetsManager
                • DeletingDatasetsManager.tsx
              • DatasetsPage
                • DatasetsPage.tsx
              • shared
                • DatasetsPagesLayout
                  • DatasetsPagesLayout.tsx
            • NotFoundPage
              • NotFoundPage.tsx
            • ProjectsPages
              • ProjectCreationPage
                • ProjectCreationPage.module.css
                • ProjectCreationPage.tsx
              • ProjectDetailsPages
                • ProjectDetailsPage.tsx
                • ModelRecordPage
                  • ModelRecordPage.module.css
                  • ModelRecordPage.tsx
                • CompareModelsPage
                  • CompareModelsPage.tsx
                • ChartsPage
                  • ChartsPage.tsx
                  • Charts
                    • AggregationChart
                      • charts
                        • BarChart.jsx
                        • BoxPlot.jsx
                      • __tests__
                        • __snapshots__
                          • AggregationChartManager.test.ts.snap
                        • AggregationChartManager.test.ts
                        • mocks
                          • index.ts
                      • utils
                        • quantiles.ts
                      • AggregationChartManager.module.css
                      • AggregationChartManager.tsx
                    • Charts.tsx
                    • __tests__
                      • __snapshots__
                        • Charts.test.ts.snap
                      • Charts.test.ts
                      • mocks
                        • someHypMissing.ts
                        • index.ts
                        • someDataMissing.ts
                        • onlyMetricsPresent.ts
                        • onlyHypPresent.ts
                        • allRowsPresent.ts
                    • ChartRangeFilter
                      • ChartRangeFilter.module.css
                      • ChartRangeFilterManager.tsx
                    • ParallelChart
                      • ParallelChartManager.tsx
                      • __tests__
                        • ParallelChartManager.test.ts
                        • __snapshots__
                          • ParallelChartManager.test.ts.snap
                        • mocks
                          • index.ts
                      • chart
                        • ParallelCoordinateChart.jsx
                      • ParallelChartManager.module.css
                    • GroupedChart
                      • __tests__
                        • __snapshots__
                          • GroupedChartManager.test.ts.snap
                        • GroupedChartManager.test.ts
                        • mocks
                          • index.ts
                      • utils
                        • prepareGroupedLineData.js
                        • prepareGroupedData.ts
                      • GroupedChartManager.module.css
                      • GroupedChartManager.tsx
                      • chart
                        • GroupedChart.jsx
                        • MultiLineChart.jsx
                    • ModelRecordCard
                      • images
                        • close.svg
                      • ModelRecordCard.tsx
                      • ModelRecordCard.module.css
                    • Charts.module.css
                    • SummaryChart
                      • charts
                        • ScatterChart.jsx
                      • __tests__
                        • __snapshots__
                          • SummaryChartManager.test.ts.snap
                        • SummaryChartManager.test.ts
                        • mocks
                          • index.ts
                      • SummaryChartManager.tsx
                      • SummaryChartManager.module.css
                    • shared
                      • errorMessages
                        • index.ts
                      • components
                        • ChartWrapperForNoData
                          • ChartWrapperForNoData.module.css
                          • chart
                            • chartWithNoData.jsx
                          • ChartWrapperForNoData.tsx
                      • types
                        • chartDataTypes.ts
                        • chartConfiguration.ts
                • ExperimentsPage
                  • ExperimentsPage.tsx
                  • ExperimentsPage.module.css
                • ExperimentRunsPage
                  • ExperimentRunsPage.module.css
                  • ExperimentRunsPage.tsx
                • ExperimentCreationPage
                  • ExperimentCreationPage.tsx
                • ProjectSummaryPage
                  • MarkdownManager
                    • MarkdownEditorModeView
                      • MarkdownEditorModeView.module.css
                      • Select
                        • Select.tsx
                        • Select.module.css
                      • Editor
                        • Editor.tsx
                        • Editor.module.css
                      • MarkdownEditorModeView.tsx
                    • MarkdownManager.tsx
                    • MarkdownDisplayModeView
                      • MarkdownDisplayModeView.module.css
                      • MarkdownDisplayModeView.tsx
                    • shared
                      • Layout
                        • Layout.module.css
                        • Layout.tsx
                      • TextWithIcon
                        • TextWithIcon.module.css
                        • TextWithIcon.tsx
                      • Icon
                        • Icon.module.css
                        • Icon.tsx
                      • Markdown
                        • Markdown.module.css
                        • Markdown.tsx
                  • __tests__
                    • ProjectSummaryPage.integration.test.tsx
                  • ProjectSummaryPage.module.css
                  • ProjectSummaryPage.tsx
                • shared
                  • makeExprRunsFilterContextName.ts
                  • ProjectPageTabs
                    • ProjectPageTabs.tsx
                  • LayoutWithExprRunsFilter
                    • LayoutWithExprRunsFilter.tsx
                    • LayoutWithExprRunsFilter.module.css
              • ProjectsPage
                • ProjectsPage.tsx
              • shared
                • ProjectsPagesLayout
                  • ProjectsPagesLayout.tsx
            • shared
              • AuthorizedLayout
                • AuthorizedLayout.tsx
                • index.ts
        • index.tsx
        • setup
          • store
            • configureStore
              • configureStore.development.ts
              • index.ts
              • configureStore.production.ts
            • store.ts
          • app
            • App.tsx
        • setupTests.ts
        • index.css
        • features
          • experimentRuns
            • store
              • __tests__
                • experimentRuns.test.ts
              • index.ts
              • selectors.ts
              • types.ts
              • reducer
                • communications.ts
                • index.ts
                • data.ts
              • actions.ts
            • view
              • ModelRecord
                • SummarySection
                  • SummarySection.module.css
                  • SummarySection.tsx
                • VersionedInputsSection
                  • VersionedInputsSection.tsx
                  • VersionedInputsSection.module.css
                • CodeVersionSection
                  • CodeVersionSection.tsx
                • HyperparametersSection
                  • HyperparametersSection.tsx
                • ModelRecord.module.css
                • AttributesSection
                  • InfoAction
                    • InfoAction.tsx
                    • InfoAction.module.css
                  • AttributesSection.tsx
                  • AttributesSection.module.css
                • ArtifactsSection
                  • ArtifactsSection.tsx
                • MetricsSection
                  • MetricsSection.tsx
                • shared
                  • RecordInfo
                    • RecordInfo.module.css
                    • RecordInfo.tsx
                  • Section
                    • Section.module.css
                    • Section.tsx
                  • Artifacts
                    • Artifacts.tsx
                    • InfoAction
                      • InfoAction.tsx
                      • InfoAction.module.css
                    • Artifacts.module.css
                    • Artifact.tsx
                • ModelRecord.tsx
              • ExperimentRuns
                • DashboardActions
                  • ResetExperimentRunsSettings
                    • ResetExperimentRunsSettings.tsx
                  • DashboardActions.tsx
                  • DashboardActions.module.css
                • Table
                  • Table.module.css
                  • ColumnDefinitions
                    • Attributes
                      • AttributesColumn.tsx
                    • Actions
                      • Actions.module.css
                      • ActionsColumn.tsx
                    • Datasets
                      • DatasetsColumn.tsx
                    • index.ts
                    • Artifacts
                      • ArtifactsColumn.tsx
                    • Summary
                      • SummaryColumn.tsx
                      • SummaryColumn.module.css
                    • Observations
                      • ObservationsColumn.tsx
                    • Metrics
                      • MetricsColumn.tsx
                    • types.ts
                    • CodeVersion
                      • CodeVersionColumn.tsx
                    • Hyperparameters
                      • HyperparametersColumn.tsx
                    • shared
                      • SimpleKeyValuesColumn
                        • SimpleKeyValuesColumn.module.css
                        • SimpleKeyValuesColumn.tsx
                  • BulkDeletion
                    • ToggleExperimentRunForBulkDeletion
                      • ToggleExperimentRunForBulkDeletion.tsx
                    • DeletingExperimentRunsManager
                      • DeletingExperimentRunsManager.tsx
                    • ToggleAllExperimentRunsForBulkDeletion
                      • ToggleAllExperimentRunsForBulkDeletion.tsx
                  • Table.tsx
                • ExperimentRuns.tsx
                • ExperimentRuns.module.css
          • datasets
            • index.ts
            • store
              • index.ts
              • selectors.ts
              • types.ts
              • reducer
                • communications.ts
                • index.ts
                • data.ts
              • actions.ts
            • view
              • Datasets
                • Datasets.module.css
                • Datasets.tsx
                • DeletingDatasetsManager
                  • DeletingDatasetsManager.tsx
                • DatasetWidget
                  • DatasetBulkDeletion
                    • DatasetBulkDeletion.tsx
                  • DatasetWidget.tsx
                  • DatasetWidget.module.css
              • index.ts
              • DatasetCreation
                • __tests__
                  • DatasetCreation.test.tsx
                • DatasetCreation.module.css
                • DatasetCreation.tsx
          • layout
            • index.ts
            • store
              • index.ts
              • selectors.ts
              • types.ts
              • reducer.ts
              • actions.ts
            • view
              • Layout
                • index.ts
                • Layout.module.css
                • LayoutHeader
                  • images
                    • Verta_logo.svg
                  • LayoutHeader.module.css
                  • LayoutHeader.tsx
                • Layout.tsx
                • Breadcrumbs
                  • Breadcrumbs.module.css
                  • Breadcrumbs.tsx
                  • BreadcrumbsBuilder.ts
                • Sidebar
                  • Sidebar.tsx
                  • Sidebar.module.css
                  • LayoutLink
                    • LayoutLink.tsx
                    • LayoutLink.module.css
              • index.ts
          • highLevelSearch
            • url.ts
            • index.ts
            • store
              • index.ts
              • selectors.ts
              • types.ts
              • reducer
                • index.ts
                • data.ts
              • useSuggestionsFromLocalStorage.tsx
              • actions.ts
            • view
              • HeaderSearch
                • HeaderSearch.tsx
                • HeaderSearch.module.css
              • index.ts
              • SearchResults
                • SearchResults.module.css
                • SearchResults.tsx
                • Filters
                  • Filters.module.css
                  • Filters.tsx
                • Results
                  • Results.tsx
                  • Results.module.css
                  • Result
                    • Result.tsx
                    • Result.module.css
                • SearchForm
                  • useAutocomplete.ts
                  • SearchForm.module.css
                  • SearchForm.tsx
                • Sorting
                  • Sorting.tsx
            • suggestionsFromLocalStorage.ts
            • constants.ts
          • workspaces
            • index.ts
            • store
              • index.ts
              • selectors.ts
              • types.ts
              • reducer.ts
              • actions.ts
          • artifactManager
            • store
              • hooks
                • useDownloadArtifact.tsx
              • index.ts
              • artifactDatasetVersion.tsx
              • helpers.ts
              • selectors.ts
              • types.ts
              • reducer
                • communications.ts
                • index.ts
                • data.ts
              • actions.ts
            • view
              • DownloadArtifactButton
                • DownloadArtifactButton.module.css
                • DownloadArtifactButton.tsx
              • Artifacts
                • Artifacts.tsx
              • ArtifactButton
                • ArtifactButton.module.css
                • ArtifactPreview
                  • ArtifactPreview.tsx
                  • ArtifactPreview.module.css
                • ArtifactButton.tsx
              • shared
                • sharedStyles.module.css
          • comments
            • index.ts
            • store
              • index.ts
              • selectors.ts
              • types.ts
              • reducer
                • communications.ts
                • index.ts
                • data.ts
              • actions.ts
            • view
              • ShowCommentsButtonWithAuthor
                • ShowCommentsButtonWithAuthor.tsx
                • CommentUserAvatar
                  • CommentUserAvatar.tsx
              • index.ts
              • ShowCommentsButton
                • ShowCommentsButton.module.css
                • ShowCommentsButton.tsx
                • OverflowingComments
                  • OverflowingComments.tsx
                  • OverflowingComments.module.css
                  • Comments
                    • Comments.module.css
                    • Comments.tsx
                    • AddCommentForm
                      • AddCommentForm.tsx
                      • AddCommentForm.module.css
                    • Comment
                      • Comment.tsx
                      • Comment.module.css
                • types.ts
                • shared
                  • Badge
                    • Badge.module.css
                    • Badge.tsx
          • datasetVersions
            • index.ts
            • store
              • index.ts
              • selectors.ts
              • types.ts
              • reducer
                • communications.ts
                • index.ts
                • data.ts
              • actions.ts
            • view
              • index.ts
              • DatasetVersion
                • DatasetVersionExperimentRuns
                  • DatasetVersionExperimentRuns.module.css
                  • DatasetVersionExperimentRuns.tsx
                • DatasetVersion.tsx
                • DatasetVersion.module.css
                • DatasetPathInfoTable
                  • DatasetPathInfoTable.module.css
                  • DatasetPathInfoTable.tsx
              • DatasetVersions
                • DatasetVersionsTable
                  • BulkDeletion
                    • ToggleRow
                      • ToggleRow.tsx
                    • ToggleAllRows
                      • ToggleAllRows.tsx
                    • Manager
                      • Manager.tsx
                • DatasetVersions.tsx
                • DatasetVersions.module.css
              • shared
                • constants.ts
          • descriptionManager
            • index.ts
            • store
              • index.ts
              • selectors.ts
              • types.ts
              • reducer
                • communications.ts
                • index.ts
              • actions.ts
            • view
              • DatasetEntityDescriptionManager
                • DatasetEntityDescriptionManager.tsx
              • ProjectEntityDescriptionManager