Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W _ __call__() (dyff.audit.metrics.Metric method) (dyff.audit.metrics.text.ExtendedPrecisionRecall method) _Datasets (class in dyff.audit.local.platform) _Evaluations (class in dyff.audit.local.platform) _InferenceServices (class in dyff.audit.local.platform) _InferenceSessions (class in dyff.audit.local.platform) _Measurements (class in dyff.audit.local.platform) _Methods (class in dyff.audit.local.platform) _Models (class in dyff.audit.local.platform) _Modules (class in dyff.audit.local.platform) _Reports (class in dyff.audit.local.platform) _SafetyCases (class in dyff.audit.local.platform) _Scores (class in dyff.audit.local.platform) A accelerator (dyff.schema.platform.InferenceServiceRunner attribute) (dyff.schema.platform.InferenceSession attribute) (dyff.schema.platform.InferenceSessionBase attribute) (dyff.schema.requests.InferenceSessionCreateRequest attribute) accelerators (dyff.schema.platform.Model attribute) (dyff.schema.platform.ModelSpec attribute) (dyff.schema.requests.ModelCreateRequest attribute) account (dyff.audit.local.DyffLocalPlatform property) (dyff.schema.platform.Dataset attribute) (dyff.schema.platform.DyffModelWithID attribute) Account (dyff.schema.platform.Entities attribute) account (dyff.schema.platform.Evaluation attribute) (dyff.schema.platform.InferenceService attribute) (dyff.schema.platform.InferenceSession attribute) (dyff.schema.platform.Measurement attribute) (dyff.schema.platform.Method attribute) (dyff.schema.platform.Model attribute) (dyff.schema.platform.Module attribute) (dyff.schema.platform.Report attribute) (dyff.schema.platform.SafetyCase attribute) (dyff.schema.platform.UseCase attribute) (dyff.schema.requests.AnalysisCreateRequest attribute) (dyff.schema.requests.ConcernCreateRequest attribute) (dyff.schema.requests.DatasetCreateRequest attribute) (dyff.schema.requests.DatasetQueryRequest attribute) (dyff.schema.requests.EvaluationCreateRequest attribute) (dyff.schema.requests.EvaluationQueryRequest attribute) (dyff.schema.requests.InferenceServiceCreateRequest attribute) (dyff.schema.requests.InferenceServiceQueryRequest attribute) (dyff.schema.requests.InferenceSessionCreateRequest attribute) (dyff.schema.requests.InferenceSessionQueryRequest attribute) (dyff.schema.requests.MeasurementQueryRequest attribute) (dyff.schema.requests.MethodCreateRequest attribute) (dyff.schema.requests.MethodQueryRequest attribute) (dyff.schema.requests.ModelCreateRequest attribute) (dyff.schema.requests.ModelQueryRequest attribute) (dyff.schema.requests.ModuleCreateRequest attribute) (dyff.schema.requests.ModuleQueryRequest attribute) (dyff.schema.requests.ReportCreateRequest attribute) (dyff.schema.requests.ReportQueryRequest attribute) (dyff.schema.requests.SafetyCaseQueryRequest attribute) (dyff.schema.requests.UseCaseQueryRequest attribute) accounts (dyff.schema.platform.AccessGrant attribute) action (dyff.schema.platform.ExtractorStep attribute) actual (dyff.audit.metrics.text.ExtendedPrecisionRecallScore attribute) Adapter (class in dyff.schema.adapters) adapterPipeline (dyff.schema.platform.DataView attribute) add_concern() (dyff.client.client.MethodsOperations method) all (dyff.schema.platform.APIFunctions attribute) ALL (dyff.schema.platform.Resources attribute) allowPatterns (dyff.schema.platform.ModelSourceHuggingFaceHub attribute) analysis (dyff.audit.analysis.AnalysisContext property) (dyff.schema.platform.AnalysisOutputQueryFields attribute) Analysis (dyff.schema.platform.Entities attribute) (dyff.schema.platform.Resources attribute) analysis (dyff.schema.platform.Score attribute) (dyff.schema.platform.ScoreData attribute) AnalysisContext (class in dyff.audit.analysis) annotations (dyff.schema.platform.Dataset attribute) (dyff.schema.platform.DyffEntity attribute) (dyff.schema.platform.Evaluation attribute) (dyff.schema.platform.InferenceService attribute) (dyff.schema.platform.InferenceSession attribute) (dyff.schema.platform.Measurement attribute) (dyff.schema.platform.Method attribute) (dyff.schema.platform.Model attribute) (dyff.schema.platform.Module attribute) (dyff.schema.platform.Report attribute) (dyff.schema.platform.SafetyCase attribute) (dyff.schema.platform.UseCase attribute) APIFunctions (class in dyff.schema.platform) apiKeys (dyff.schema.platform.Account attribute) apply() (dyff.audit.scoring.base.Rubric method) (dyff.audit.scoring.classification.TopKAccuracy method) (dyff.audit.scoring.text.TextSpanMatches method) args (dyff.schema.platform.InferenceServiceBuilder attribute) (dyff.schema.platform.InferenceServiceRunner attribute) arguments (dyff.audit.analysis.AnalysisContext property) (dyff.schema.platform.AnalysisBase attribute) (dyff.schema.platform.Measurement attribute) (dyff.schema.platform.SafetyCase attribute) (dyff.schema.requests.AnalysisCreateRequest attribute) arrow_schema() (in module dyff.audit.metrics.text) arrowSchema (dyff.schema.platform.DataSchema attribute) artifact (dyff.schema.platform.ArtifactURL attribute) (dyff.schema.platform.Model attribute) (dyff.schema.platform.ModelBase attribute) (dyff.schema.requests.ModelCreateRequest attribute) artifacts (dyff.schema.platform.Dataset attribute) (dyff.schema.platform.DatasetBase attribute) (dyff.schema.platform.Module attribute) (dyff.schema.platform.ModuleBase attribute) (dyff.schema.requests.DatasetCreateRequest attribute) (dyff.schema.requests.ModuleCreateRequest attribute) Audit (dyff.schema.platform.Entities attribute) (dyff.schema.platform.Resources attribute) auditProcedure (dyff.schema.platform.Audit attribute) AuditProcedure (dyff.schema.platform.Entities attribute) (dyff.schema.platform.Resources attribute) B BENTOML_SERVICE_OPENLLM (dyff.schema.platform.InferenceServiceRunnerKind attribute) build (dyff.schema.platform.InferenceServiceSources attribute) builder (dyff.schema.platform.InferenceService attribute) (dyff.schema.platform.InferenceServiceBase attribute) (dyff.schema.requests.InferenceServiceCreateRequest attribute) C check_session_exactly_one() (dyff.schema.requests.EvaluationCreateRequest class method) Client (class in dyff.client) client() (dyff.audit.local.platform._InferenceSessions method) (dyff.client.client.InferencesessionsOperations method) components (dyff.schema.platform.DyffDataSchema attribute) Concern (dyff.schema.platform.Entities attribute) (dyff.schema.platform.Resources attribute) Conclusion() (dyff.audit.analysis.AnalysisContext method) configuration (dyff.schema.platform.SchemaAdapter attribute) consume (dyff.schema.platform.APIFunctions attribute) content_type (dyff.schema.adapters.HTTPData attribute) correct (dyff.audit.metrics.text.MatchResult attribute) (dyff.audit.scoring.text.MatchResult attribute) count (dyff.schema.platform.AcceleratorGPU attribute) create (dyff.schema.platform.APIFunctions attribute) create() (dyff.audit.local.platform._Datasets method) (dyff.audit.local.platform._Evaluations method) (dyff.audit.local.platform._InferenceSessions method) (dyff.audit.local.platform._Measurements method) (dyff.audit.local.platform._Methods method) (dyff.audit.local.platform._Models method) (dyff.audit.local.platform._Modules method) (dyff.audit.local.platform._Reports method) (dyff.audit.local.platform._SafetyCases method) (dyff.client.client.DatasetsOperations method) (dyff.client.client.EvaluationsOperations method) (dyff.client.client.InferenceservicesOperations method) (dyff.client.client.InferencesessionsOperations method) (dyff.client.client.MeasurementsOperations method) (dyff.client.client.MethodsOperations method) (dyff.client.client.ModelsOperations method) (dyff.client.client.ModulesOperations method) (dyff.client.client.ReportsOperations method) (dyff.client.client.SafetycasesOperations method) (dyff.client.client.UsecasesOperations method) create_adapter() (in module dyff.schema.adapters) create_arrow_dataset() (dyff.audit.local.platform._Datasets method) (dyff.client.client.DatasetsOperations method) create_mock() (dyff.audit.local.platform._InferenceServices method) create_package() (dyff.audit.local.platform._Modules method) (dyff.client.client.ModulesOperations method) create_pipeline() (in module dyff.schema.adapters) created (dyff.schema.platform.APIKey attribute) creationTime (dyff.schema.platform.Account attribute) (dyff.schema.platform.Dataset attribute) (dyff.schema.platform.DyffEntity attribute) (dyff.schema.platform.Evaluation attribute) (dyff.schema.platform.FamilyMember attribute) (dyff.schema.platform.InferenceService attribute) (dyff.schema.platform.InferenceSession attribute) (dyff.schema.platform.Measurement attribute) (dyff.schema.platform.Method attribute) (dyff.schema.platform.Model attribute) (dyff.schema.platform.Module attribute) (dyff.schema.platform.Report attribute) (dyff.schema.platform.RevisionMetadata attribute) (dyff.schema.platform.SafetyCase attribute) (dyff.schema.platform.UseCase attribute) D data (dyff.schema.adapters.HTTPData attribute) (dyff.schema.platform.Analysis attribute) (dyff.schema.platform.APIFunctions attribute) (dyff.schema.platform.Measurement attribute) (dyff.schema.platform.SafetyCase attribute) dataset (dyff.schema.platform.AnalysisScope attribute) (dyff.schema.platform.AuditRequirement attribute) Dataset (dyff.schema.platform.Entities attribute) dataset (dyff.schema.platform.Evaluation attribute) (dyff.schema.platform.EvaluationBase attribute) Dataset (dyff.schema.platform.FamilyMemberKind attribute) (dyff.schema.platform.MeasurementLevel attribute) (dyff.schema.platform.MethodInputKind attribute) dataset (dyff.schema.platform.Report attribute) Dataset (dyff.schema.platform.Resources attribute) dataset (dyff.schema.requests.EvaluationCreateRequest attribute) (dyff.schema.requests.EvaluationQueryRequest attribute) (dyff.schema.requests.MeasurementQueryRequest attribute) (dyff.schema.requests.ReportQueryRequest attribute) (dyff.schema.requests.SafetyCaseQueryRequest attribute) (dyff.schema.requests.ScoreQueryRequest attribute) datasets (dyff.audit.local.DyffLocalPlatform property) (dyff.client.Client property) DatasetsOperations (class in dyff.client.client) DatasetStatus (in module dyff.schema.platform) DatasetStatusReason (in module dyff.schema.platform) datasetView (dyff.schema.platform.Report attribute) (dyff.schema.requests.ReportCreateRequest attribute) DataSource (dyff.schema.platform.Entities attribute) (dyff.schema.platform.Resources attribute) DataSources (dyff.schema.platform attribute) DataSourceStatus (in module dyff.schema.platform) delete (dyff.schema.platform.APIFunctions attribute) delete() (dyff.audit.local.platform._Datasets method) (dyff.audit.local.platform._Evaluations method) (dyff.audit.local.platform._InferenceServices method) (dyff.audit.local.platform._InferenceSessions method) (dyff.audit.local.platform._Measurements method) (dyff.audit.local.platform._Methods method) (dyff.audit.local.platform._Models method) (dyff.audit.local.platform._Modules method) (dyff.audit.local.platform._Reports method) (dyff.audit.local.platform._SafetyCases method) (dyff.client.client.DatasetsOperations method) (dyff.client.client.EvaluationsOperations method) (dyff.client.client.InferenceservicesOperations method) (dyff.client.client.InferencesessionsOperations method) (dyff.client.client.MeasurementsOperations method) (dyff.client.client.MethodsOperations method) (dyff.client.client.ModelsOperations method) (dyff.client.client.ModulesOperations method) (dyff.client.client.ReportsOperations method) (dyff.client.client.SafetycasesOperations method) (dyff.client.client.UsecasesOperations method) dependencies() (dyff.schema.platform.Audit method) (dyff.schema.platform.AuditProcedure method) (dyff.schema.platform.Concern method) (dyff.schema.platform.Dataset method) (dyff.schema.platform.DataSource method) (dyff.schema.platform.DyffEntity method) (dyff.schema.platform.Evaluation method) (dyff.schema.platform.InferenceService method) (dyff.schema.platform.InferenceSession method) (dyff.schema.platform.Measurement method) (dyff.schema.platform.Method method) (dyff.schema.platform.Model method) (dyff.schema.platform.Module method) (dyff.schema.platform.Report method) (dyff.schema.platform.SafetyCase method) (dyff.schema.platform.UseCase method) description (dyff.schema.platform.FamilyMemberBase attribute) (dyff.schema.platform.Measurement attribute) (dyff.schema.platform.MeasurementSpec attribute) (dyff.schema.platform.Method attribute) (dyff.schema.platform.MethodBase attribute) (dyff.schema.platform.MethodInput attribute) (dyff.schema.platform.MethodParameter attribute) (dyff.schema.platform.SafetyCase attribute) (dyff.schema.platform.SafetyCaseSpec attribute) (dyff.schema.requests.MethodCreateRequest attribute) Descriptor (dyff.schema.platform.Resources attribute) digest (dyff.schema.platform.Artifact attribute) (dyff.schema.platform.ContainerImageSource attribute) documentation (dyff.schema.platform.Documented attribute) Documentation (dyff.schema.platform.Entities attribute) documentation (dyff.schema.platform.Family attribute) Documentation (dyff.schema.platform.Resources attribute) documentation (dyff.schema.platform.UseCase attribute) (dyff.schema.requests.ConcernCreateRequest attribute) documentation() (dyff.client.client.DatasetsOperations method) (dyff.client.client.EvaluationsOperations method) (dyff.client.client.InferenceservicesOperations method) (dyff.client.client.MethodsOperations method) (dyff.client.client.ModelsOperations method) (dyff.client.client.ModulesOperations method) downlinks() (dyff.client.client.DatasetsOperations method) (dyff.client.client.EvaluationsOperations method) (dyff.client.client.MeasurementsOperations method) (dyff.client.client.ModulesOperations method) (dyff.client.client.ReportsOperations method) (dyff.client.client.SafetycasesOperations method) download (dyff.schema.platform.APIFunctions attribute) download() (dyff.client.client.DatasetsOperations method) (dyff.client.client.EvaluationsOperations method) (dyff.client.client.MeasurementsOperations method) (dyff.client.client.ModulesOperations method) (dyff.client.client.ReportsOperations method) (dyff.client.client.SafetycasesOperations method) download_logs() (dyff.client.client.MeasurementsOperations method) (dyff.client.client.MethodsOperations method) (dyff.client.client.ReportsOperations method) (dyff.client.client.SafetycasesOperations method) Drop (class in dyff.schema.adapters) dyff.audit module dyff.audit.data module dyff.audit.data.text module dyff.audit.metrics module dyff.audit.metrics.text module dyff.audit.scoring.base module dyff.audit.scoring.classification module dyff.audit.scoring.text module dyff.audit.workflows module dyff.client module dyff.schema module dyff.schema.adapters module dyff.schema.platform module dyff.schema.requests module DyffLocalPlatform (class in dyff.audit.local) dyffSchema (dyff.schema.platform.DataSchema attribute) E edit (dyff.schema.platform.APIFunctions attribute) edit_documentation() (dyff.client.client.DatasetsOperations method) (dyff.client.client.EvaluationsOperations method) (dyff.client.client.InferenceservicesOperations method) (dyff.client.client.MethodsOperations method) (dyff.client.client.ModelsOperations method) (dyff.client.client.ModulesOperations method) (dyff.client.client.UsecasesOperations method) endpoint (dyff.schema.platform.InferenceInterface attribute) Entities (class in dyff.schema.platform) entities (dyff.schema.platform.AccessGrant attribute) entity (dyff.schema.platform.AnalysisInput attribute) (dyff.schema.platform.Documentation attribute) (dyff.schema.platform.Revision attribute) entity_class() (in module dyff.schema.platform) entity_path() (dyff.audit.local.DyffLocalPlatform method) EntityID (dyff.schema.platform attribute) EntityStatus (in module dyff.schema.platform) EntityStatusReason (in module dyff.schema.platform) evaluation (dyff.schema.platform.AnalysisScope attribute) Evaluation (dyff.schema.platform.Entities attribute) (dyff.schema.platform.MethodInputKind attribute) (dyff.schema.platform.MethodScope attribute) evaluation (dyff.schema.platform.Report attribute) (dyff.schema.platform.ReportBase attribute) Evaluation (dyff.schema.platform.Resources attribute) evaluation (dyff.schema.requests.MeasurementQueryRequest attribute) (dyff.schema.requests.ReportCreateRequest attribute) (dyff.schema.requests.ReportQueryRequest attribute) (dyff.schema.requests.SafetyCaseQueryRequest attribute) (dyff.schema.requests.ScoreQueryRequest attribute) evaluations (dyff.audit.local.DyffLocalPlatform property) (dyff.client.Client property) EvaluationsOperations (class in dyff.client.client) EvaluationStatus (in module dyff.schema.platform) EvaluationStatusReason (in module dyff.schema.platform) evaluationView (dyff.schema.platform.Report attribute) (dyff.schema.requests.ReportCreateRequest attribute) exact (dyff.audit.metrics.text.MatchCriterion attribute) (dyff.audit.scoring.text.MatchCriterion attribute) expires (dyff.schema.platform.APIKey attribute) (dyff.schema.platform.InferenceSession attribute) (dyff.schema.platform.InferenceSessionBase attribute) (dyff.schema.requests.InferenceSessionCreateRequest attribute) ExplodeCollections (class in dyff.schema.adapters) ExtendedPrecisionRecall (class in dyff.audit.metrics.text) F f1_score (dyff.audit.metrics.text.ExtendedPrecisionRecallScore attribute) f1_score() (in module dyff.audit.metrics.text) Family (dyff.schema.platform.Entities attribute) family (dyff.schema.platform.FamilyMember attribute) Family (dyff.schema.platform.Resources attribute) FamilyMemberKind (class in dyff.schema.platform) fetch() (dyff.audit.local.platform._Datasets method) (dyff.audit.local.platform._Evaluations method) (dyff.audit.local.platform._InferenceServices method) (dyff.audit.local.platform._InferenceSessions method) (dyff.audit.local.platform._Measurements method) (dyff.audit.local.platform._Methods method) (dyff.audit.local.platform._Models method) (dyff.audit.local.platform._Modules method) (dyff.audit.local.platform._Reports method) (dyff.audit.local.platform._SafetyCases method) field (dyff.schema.platform.DatasetFilter attribute) flatten_object() (in module dyff.schema.adapters) FlattenHierarchy (class in dyff.schema.adapters) for_kind() (dyff.schema.platform.Resources static method) format (dyff.schema.platform.ArchiveFormat attribute) (dyff.schema.platform.Score attribute) (dyff.schema.platform.ScoreSpec attribute) format_quantity() (dyff.schema.platform.Score class method) (dyff.schema.platform.ScoreSpec class method) Frameworks (class in dyff.schema.platform) from_model() (dyff.schema.platform.DataSchema static method) fullPage (dyff.schema.platform.DocumentationBase attribute) (dyff.schema.requests.DocumentationEditRequest attribute) fullyQualifiedName (dyff.schema.platform.MethodImplementationPythonFunction attribute) (dyff.schema.platform.MethodImplementationPythonRubric attribute) functions (dyff.schema.platform.AccessGrant attribute) G get (dyff.schema.platform.APIFunctions attribute) get() (dyff.audit.local.platform._Datasets method) (dyff.audit.local.platform._Evaluations method) (dyff.audit.local.platform._InferenceServices method) (dyff.audit.local.platform._InferenceSessions method) (dyff.audit.local.platform._Measurements method) (dyff.audit.local.platform._Methods method) (dyff.audit.local.platform._Models method) (dyff.audit.local.platform._Modules method) (dyff.audit.local.platform._Reports method) (dyff.audit.local.platform._SafetyCases method) (dyff.audit.local.platform._Scores method) (dyff.client.client.DatasetsOperations method) (dyff.client.client.EvaluationsOperations method) (dyff.client.client.InferenceservicesOperations method) (dyff.client.client.InferencesessionsOperations method) (dyff.client.client.MeasurementsOperations method) (dyff.client.client.MethodsOperations method) (dyff.client.client.ModelsOperations method) (dyff.client.client.ModulesOperations method) (dyff.client.client.ReportsOperations method) (dyff.client.client.SafetycasesOperations method) (dyff.client.client.UsecasesOperations method) get_argument() (dyff.audit.analysis.AnalysisContext method) gitLFS (dyff.schema.platform.ModelSource attribute) GitLFS (dyff.schema.platform.ModelSourceKinds attribute) google (dyff.schema.platform.Identity attribute) gpu (dyff.schema.platform.Accelerator attribute) grants (dyff.schema.platform.Role attribute) H hardwareTypes (dyff.schema.platform.AcceleratorGPU attribute) Hazard (dyff.schema.platform.Entities attribute) (dyff.schema.platform.Resources attribute) headers (dyff.schema.platform.StorageSignedURL attribute) History (dyff.schema.platform.Entities attribute) (dyff.schema.platform.Resources attribute) host (dyff.schema.platform.ContainerImageSource attribute) HTTPData (class in dyff.schema.adapters) HUGGINGFACE (dyff.schema.platform.InferenceServiceRunnerKind attribute) huggingFaceCache (dyff.schema.platform.ModelArtifact attribute) HuggingFaceCache (dyff.schema.platform.ModelArtifactKind attribute) huggingFaceHub (dyff.schema.platform.ModelSource attribute) HuggingFaceHub (dyff.schema.platform.ModelSourceKinds attribute) I id (dyff.audit.analysis.AnalysisContext property) (dyff.schema.platform.Account attribute) (dyff.schema.platform.APIKey attribute) (dyff.schema.platform.Dataset attribute) (dyff.schema.platform.DataView attribute) (dyff.schema.platform.DyffModelWithID attribute) (dyff.schema.platform.Evaluation attribute) (dyff.schema.platform.InferenceService attribute) (dyff.schema.platform.InferenceSession attribute) (dyff.schema.platform.Measurement attribute) (dyff.schema.platform.Method attribute) (dyff.schema.platform.Model attribute) (dyff.schema.platform.Module attribute) (dyff.schema.platform.QueryableDyffEntity attribute) (dyff.schema.platform.Report attribute) (dyff.schema.platform.SafetyCase attribute) (dyff.schema.platform.Score attribute) (dyff.schema.platform.UseCase attribute) (dyff.schema.requests.DatasetQueryRequest attribute) (dyff.schema.requests.DocumentationQueryRequest attribute) (dyff.schema.requests.EvaluationQueryRequest attribute) (dyff.schema.requests.InferenceServiceQueryRequest attribute) (dyff.schema.requests.InferenceSessionQueryRequest attribute) (dyff.schema.requests.MeasurementQueryRequest attribute) (dyff.schema.requests.MethodQueryRequest attribute) (dyff.schema.requests.ModelQueryRequest attribute) (dyff.schema.requests.ModuleQueryRequest attribute) (dyff.schema.requests.ReportQueryRequest attribute) (dyff.schema.requests.SafetyCaseQueryRequest attribute) (dyff.schema.requests.ScoreQueryRequest attribute) (dyff.schema.requests.UseCaseQueryRequest attribute) identifier_maxlen() (in module dyff.schema.platform) identifier_regex() (in module dyff.schema.platform) identity (dyff.schema.platform.Account attribute) ignorePatterns (dyff.schema.platform.ModelSourceHuggingFaceHub attribute) image (dyff.schema.platform.InferenceServiceRunner attribute) implementation (dyff.schema.platform.Method attribute) (dyff.schema.platform.MethodBase attribute) (dyff.schema.requests.MethodCreateRequest attribute) import_data() (dyff.audit.local.platform._Evaluations method) incorrect (dyff.audit.metrics.text.MatchResult attribute) (dyff.audit.scoring.text.MatchResult attribute) infer() (dyff.audit.local.platform._InferenceSessions method) (dyff.client.client.InferenceSessionClient method) inferenceService (dyff.schema.platform.AnalysisScope attribute) (dyff.schema.platform.Audit attribute) InferenceService (dyff.schema.platform.Entities attribute) (dyff.schema.platform.FamilyMemberKind attribute) inferenceService (dyff.schema.platform.InferenceSession attribute) (dyff.schema.platform.InferenceSessionSpec attribute) InferenceService (dyff.schema.platform.MethodScope attribute) inferenceService (dyff.schema.platform.Report attribute) InferenceService (dyff.schema.platform.Resources attribute) inferenceService (dyff.schema.requests.EvaluationQueryRequest attribute) (dyff.schema.requests.InferenceSessionCreateRequest attribute) (dyff.schema.requests.InferenceSessionQueryRequest attribute) (dyff.schema.requests.MeasurementQueryRequest attribute) (dyff.schema.requests.ReportQueryRequest attribute) (dyff.schema.requests.SafetyCaseQueryRequest attribute) (dyff.schema.requests.ScoreQueryRequest attribute) inferenceServiceName (dyff.schema.requests.EvaluationQueryRequest attribute) (dyff.schema.requests.InferenceSessionQueryRequest attribute) InferenceServiceRunnerKind (class in dyff.schema.platform) inferenceservices (dyff.audit.local.DyffLocalPlatform property) (dyff.client.Client property) InferenceservicesOperations (class in dyff.client.client) InferenceServiceSources (class in dyff.schema.platform) InferenceServiceStatus (in module dyff.schema.platform) InferenceServiceStatusReason (in module dyff.schema.platform) InferenceSession (dyff.schema.platform.Entities attribute) inferenceSession (dyff.schema.platform.Evaluation attribute) inferencesession (dyff.schema.platform.InferenceSessionAndToken attribute) InferenceSession (dyff.schema.platform.Resources attribute) inferenceSession (dyff.schema.requests.EvaluationCreateRequest attribute) InferenceSessionClient (class in dyff.client.client) inferenceSessionReference (dyff.schema.platform.Evaluation attribute) (dyff.schema.requests.EvaluationCreateRequest attribute) inferencesessions (dyff.audit.local.DyffLocalPlatform property) (dyff.client.Client property) InferencesessionsOperations (class in dyff.client.client) input (dyff.schema.platform.TaskSchema attribute) inputPipeline (dyff.schema.platform.InferenceInterface attribute) inputs (dyff.audit.analysis.AnalysisContext property) (dyff.schema.platform.AnalysisBase attribute) (dyff.schema.platform.AnalysisOutputQueryFields attribute) (dyff.schema.platform.Measurement attribute) (dyff.schema.platform.Method attribute) (dyff.schema.platform.MethodBase attribute) (dyff.schema.platform.SafetyCase attribute) (dyff.schema.requests.AnalysisCreateRequest attribute) (dyff.schema.requests.MeasurementQueryRequest attribute) (dyff.schema.requests.MethodCreateRequest attribute) (dyff.schema.requests.SafetyCaseQueryRequest attribute) insecure (dyff.client.Client property) Instance (dyff.schema.platform.MeasurementLevel attribute) int32() (in module dyff.audit.metrics.text) interface (dyff.schema.platform.InferenceService attribute) (dyff.schema.platform.InferenceServiceBase attribute) (dyff.schema.platform.InferenceSessionReference attribute) (dyff.schema.requests.InferenceServiceCreateRequest attribute) is_status_failure() (in module dyff.schema.platform) is_status_success() (in module dyff.schema.platform) is_status_terminal() (in module dyff.schema.platform) J JobStatus (in module dyff.schema.platform) jsonSchema (dyff.schema.platform.DataSchema attribute) jupyterNotebook (dyff.schema.platform.MethodImplementation attribute) JupyterNotebook (dyff.schema.platform.MethodImplementationKind attribute) K key (dyff.schema.platform.Annotation attribute) (dyff.schema.platform.Label attribute) keyword (dyff.schema.platform.AnalysisArgument attribute) (dyff.schema.platform.AnalysisInput attribute) (dyff.schema.platform.MethodInput attribute) (dyff.schema.platform.MethodParameter attribute) kind (dyff.schema.platform.Accelerator attribute) (dyff.schema.platform.Artifact attribute) (dyff.schema.platform.Audit attribute) (dyff.schema.platform.AuditProcedure attribute) (dyff.schema.platform.Dataset attribute) (dyff.schema.platform.DataSource attribute) (dyff.schema.platform.DyffEntity attribute) (dyff.schema.platform.Evaluation attribute) (dyff.schema.platform.Family attribute) (dyff.schema.platform.Hazard attribute) (dyff.schema.platform.History attribute) (dyff.schema.platform.InferenceService attribute) (dyff.schema.platform.InferenceServiceBuilder attribute) (dyff.schema.platform.InferenceServiceRunner attribute) (dyff.schema.platform.InferenceSession attribute) (dyff.schema.platform.Measurement attribute) (dyff.schema.platform.Method attribute) (dyff.schema.platform.MethodImplementation attribute) (dyff.schema.platform.MethodInput attribute) (dyff.schema.platform.MethodOutput attribute) (dyff.schema.platform.Model attribute) (dyff.schema.platform.ModelArtifact attribute) (dyff.schema.platform.ModelSource attribute) (dyff.schema.platform.Module attribute) (dyff.schema.platform.Report attribute) (dyff.schema.platform.Revision attribute) (dyff.schema.platform.SafetyCase attribute) (dyff.schema.platform.SchemaAdapter attribute) (dyff.schema.platform.Score attribute) (dyff.schema.platform.UseCase attribute) known_adapters() (in module dyff.schema.adapters) L label() (dyff.client.client.DatasetsOperations method) (dyff.client.client.EvaluationsOperations method) (dyff.client.client.InferenceservicesOperations method) (dyff.client.client.InferencesessionsOperations method) (dyff.client.client.MeasurementsOperations method) (dyff.client.client.MethodsOperations method) (dyff.client.client.ModelsOperations method) (dyff.client.client.ModulesOperations method) (dyff.client.client.ReportsOperations method) (dyff.client.client.SafetycasesOperations method) (dyff.client.client.UsecasesOperations method) label_key() (dyff.schema.platform.Concern method) (dyff.schema.platform.UseCase method) label_value() (dyff.schema.platform.Concern method) (dyff.schema.platform.UseCase method) labels (dyff.schema.platform.Dataset attribute) (dyff.schema.platform.Evaluation attribute) (dyff.schema.platform.InferenceService attribute) (dyff.schema.platform.InferenceSession attribute) (dyff.schema.platform.Labeled attribute) (dyff.schema.platform.Measurement attribute) (dyff.schema.platform.Method attribute) (dyff.schema.platform.Model attribute) (dyff.schema.platform.Module attribute) (dyff.schema.platform.Report attribute) (dyff.schema.platform.SafetyCase attribute) (dyff.schema.platform.UseCase attribute) (dyff.schema.requests.DatasetQueryRequest attribute) (dyff.schema.requests.EvaluationQueryRequest attribute) (dyff.schema.requests.InferenceServiceQueryRequest attribute) (dyff.schema.requests.InferenceSessionQueryRequest attribute) (dyff.schema.requests.LabelUpdateRequest attribute) (dyff.schema.requests.MeasurementQueryRequest attribute) (dyff.schema.requests.MethodQueryRequest attribute) (dyff.schema.requests.ModelQueryRequest attribute) (dyff.schema.requests.ModuleQueryRequest attribute) (dyff.schema.requests.ReportQueryRequest attribute) (dyff.schema.requests.SafetyCaseQueryRequest attribute) (dyff.schema.requests.UseCaseQueryRequest attribute) lastTransitionTime (dyff.schema.platform.Dataset attribute) (dyff.schema.platform.DyffEntity attribute) (dyff.schema.platform.Evaluation attribute) (dyff.schema.platform.InferenceService attribute) (dyff.schema.platform.InferenceSession attribute) (dyff.schema.platform.Measurement attribute) (dyff.schema.platform.Method attribute) (dyff.schema.platform.Model attribute) (dyff.schema.platform.Module attribute) (dyff.schema.platform.Report attribute) (dyff.schema.platform.SafetyCase attribute) (dyff.schema.platform.UseCase attribute) latest (dyff.schema.platform.History attribute) level (dyff.schema.platform.Measurement attribute) (dyff.schema.platform.MeasurementSpec attribute) limit (dyff.schema.requests.DatasetQueryRequest attribute) (dyff.schema.requests.DocumentationQueryRequest attribute) (dyff.schema.requests.EvaluationQueryRequest attribute) (dyff.schema.requests.InferenceServiceQueryRequest attribute) (dyff.schema.requests.InferenceSessionQueryRequest attribute) (dyff.schema.requests.MeasurementQueryRequest attribute) (dyff.schema.requests.MethodQueryRequest attribute) (dyff.schema.requests.ModelQueryRequest attribute) (dyff.schema.requests.ModuleQueryRequest attribute) (dyff.schema.requests.ReportQueryRequest attribute) (dyff.schema.requests.SafetyCaseQueryRequest attribute) (dyff.schema.requests.UseCaseQueryRequest attribute) link_entity() (dyff.audit.local.DyffLocalPlatform method) local_evaluation() (dyff.audit.local.platform._Evaluations method) (in module dyff.audit.workflows) local_report() (in module dyff.audit.workflows) local_storage_root (dyff.audit.analysis.AnalysisContext property) logs() (dyff.client.client.MeasurementsOperations method) (dyff.client.client.MethodsOperations method) (dyff.client.client.ReportsOperations method) (dyff.client.client.SafetycasesOperations method) M make_input_schema() (dyff.schema.platform.DataSchema static method) make_output_schema() (dyff.schema.platform.DataSchema static method) Map (class in dyff.schema.adapters) map_structure() (in module dyff.schema.adapters) match_spans() (in module dyff.audit.scoring.text) MatchCriterion (class in dyff.audit.metrics.text) (class in dyff.audit.scoring.text) (dyff.audit.metrics.text.ExtendedPrecisionRecallScore attribute) (dyff.audit.scoring.text.TextSpanMatchesScoredItem attribute) MatchResult (class in dyff.audit.metrics.text) (class in dyff.audit.scoring.text) MatchResultCorrect (dyff.audit.metrics.text.ExtendedPrecisionRecallScore attribute) (dyff.audit.scoring.text.TextSpanMatchesScoredItem attribute) MatchResultIncorrect (dyff.audit.metrics.text.ExtendedPrecisionRecallScore attribute) (dyff.audit.scoring.text.TextSpanMatchesScoredItem attribute) MatchResultMissing (dyff.audit.metrics.text.ExtendedPrecisionRecallScore attribute) (dyff.audit.scoring.text.TextSpanMatchesScoredItem attribute) MatchResultPartial (dyff.audit.metrics.text.ExtendedPrecisionRecallScore attribute) (dyff.audit.scoring.text.TextSpanMatchesScoredItem attribute) MatchResultSpurious (dyff.audit.metrics.text.ExtendedPrecisionRecallScore attribute) (dyff.audit.scoring.text.TextSpanMatchesScoredItem attribute) maximum (dyff.schema.platform.Score attribute) (dyff.schema.platform.ScoreSpec attribute) md5 (dyff.schema.platform.Digest attribute) Measurement (dyff.schema.platform.Entities attribute) (dyff.schema.platform.MethodInputKind attribute) measurement (dyff.schema.platform.MethodOutput attribute) Measurement (dyff.schema.platform.MethodOutputKind attribute) (dyff.schema.platform.Resources attribute) MeasurementLevel (class in dyff.schema.platform) measurements (dyff.audit.local.DyffLocalPlatform property) (dyff.client.Client property) MeasurementsOperations (class in dyff.client.client) medium (dyff.schema.platform.ModelStorage attribute) memberKind (dyff.schema.platform.FamilyBase attribute) members (dyff.schema.platform.FamilyMembers attribute) memory (dyff.schema.platform.AcceleratorGPU attribute) (dyff.schema.platform.ModelResources attribute) metadata (dyff.schema.platform.Score attribute) (dyff.schema.platform.ScoreData attribute) method (dyff.schema.platform.Analysis attribute) (dyff.schema.platform.AnalysisOutputQueryFields attribute) Method (dyff.schema.platform.Entities attribute) (dyff.schema.platform.FamilyMemberKind attribute) method (dyff.schema.platform.Measurement attribute) Method (dyff.schema.platform.Resources attribute) method (dyff.schema.platform.SafetyCase attribute) (dyff.schema.platform.ScoreMetadataRefs attribute) (dyff.schema.platform.StorageSignedURL attribute) (dyff.schema.requests.AnalysisCreateRequest attribute) (dyff.schema.requests.MeasurementQueryRequest attribute) (dyff.schema.requests.SafetyCaseQueryRequest attribute) (dyff.schema.requests.ScoreQueryRequest attribute) MethodImplementationKind (class in dyff.schema.platform) MethodInputKind (class in dyff.schema.platform) methodName (dyff.schema.requests.MeasurementQueryRequest attribute) (dyff.schema.requests.SafetyCaseQueryRequest attribute) (dyff.schema.requests.ScoreQueryRequest attribute) MethodOutputKind (class in dyff.schema.platform) methods (dyff.audit.local.DyffLocalPlatform property) (dyff.client.Client property) MethodScope (class in dyff.schema.platform) MethodsOperations (class in dyff.client.client) Metric (class in dyff.audit.metrics) minimum (dyff.schema.platform.Score attribute) (dyff.schema.platform.ScoreSpec attribute) missing (dyff.audit.metrics.text.MatchResult attribute) (dyff.audit.scoring.text.MatchResult attribute) MOCK (dyff.schema.platform.InferenceServiceRunnerKind attribute) Mock (dyff.schema.platform.ModelArtifactKind attribute) (dyff.schema.platform.ModelSourceKinds attribute) (dyff.schema.platform.ModelStorageMedium attribute) model (dyff.schema.platform.AnalysisScope attribute) Model (dyff.schema.platform.Entities attribute) (dyff.schema.platform.FamilyMemberKind attribute) model (dyff.schema.platform.InferenceService attribute) (dyff.schema.platform.InferenceServiceSpec attribute) (dyff.schema.platform.Report attribute) Model (dyff.schema.platform.Resources attribute) model (dyff.schema.requests.EvaluationQueryRequest attribute) (dyff.schema.requests.InferenceServiceCreateRequest attribute) (dyff.schema.requests.InferenceServiceQueryRequest attribute) (dyff.schema.requests.InferenceSessionQueryRequest attribute) (dyff.schema.requests.MeasurementQueryRequest attribute) (dyff.schema.requests.ReportQueryRequest attribute) (dyff.schema.requests.SafetyCaseQueryRequest attribute) (dyff.schema.requests.ScoreQueryRequest attribute) model_type() (dyff.schema.platform.DyffDataSchema method) ModelArtifactKind (class in dyff.schema.platform) modelID (dyff.schema.platform.ModelSourceOpenLLM attribute) modelKind (dyff.schema.platform.ModelSourceOpenLLM attribute) modelName (dyff.schema.requests.EvaluationQueryRequest attribute) (dyff.schema.requests.InferenceServiceQueryRequest attribute) (dyff.schema.requests.InferenceSessionQueryRequest attribute) models (dyff.audit.local.DyffLocalPlatform property) (dyff.client.Client property) ModelsOperations (class in dyff.client.client) ModelSourceKinds (class in dyff.schema.platform) ModelStatus (in module dyff.schema.platform) ModelStatusReason (in module dyff.schema.platform) ModelStorageMedium (class in dyff.schema.platform) modelVersion (dyff.schema.platform.ModelSourceOpenLLM attribute) module dyff.audit dyff.audit.data dyff.audit.data.text dyff.audit.metrics dyff.audit.metrics.text dyff.audit.scoring.base dyff.audit.scoring.classification dyff.audit.scoring.text dyff.audit.workflows dyff.client dyff.schema dyff.schema.adapters dyff.schema.platform dyff.schema.requests Module (dyff.schema.platform.Entities attribute) (dyff.schema.platform.FamilyMemberKind attribute) (dyff.schema.platform.Resources attribute) modules (dyff.audit.local.DyffLocalPlatform property) (dyff.client.Client property) (dyff.schema.platform.Method attribute) (dyff.schema.platform.MethodBase attribute) (dyff.schema.platform.Report attribute) (dyff.schema.platform.ReportBase attribute) (dyff.schema.requests.MethodCreateRequest attribute) (dyff.schema.requests.ReportCreateRequest attribute) ModulesOperations (class in dyff.client.client) N name (dyff.audit.metrics.Metric property) (dyff.audit.metrics.text.ExtendedPrecisionRecall property) (dyff.audit.scoring.base.Rubric property) (dyff.audit.scoring.classification.TopKAccuracy property) (dyff.audit.scoring.text.TextSpanMatches property) (dyff.schema.platform.Account attribute) (dyff.schema.platform.ArchiveFormat attribute) (dyff.schema.platform.AuditProcedure attribute) (dyff.schema.platform.ContainerImageSource attribute) (dyff.schema.platform.Dataset attribute) (dyff.schema.platform.DatasetBase attribute) (dyff.schema.platform.DataSource attribute) (dyff.schema.platform.ExtractorStep attribute) (dyff.schema.platform.FamilyMemberBase attribute) (dyff.schema.platform.InferenceService attribute) (dyff.schema.platform.InferenceServiceBase attribute) (dyff.schema.platform.Measurement attribute) (dyff.schema.platform.MeasurementSpec attribute) (dyff.schema.platform.Method attribute) (dyff.schema.platform.MethodBase attribute) (dyff.schema.platform.Model attribute) (dyff.schema.platform.ModelBase attribute) (dyff.schema.platform.Module attribute) (dyff.schema.platform.ModuleBase attribute) (dyff.schema.platform.QueryableDyffEntity attribute) (dyff.schema.platform.SafetyCase attribute) (dyff.schema.platform.SafetyCaseSpec attribute) (dyff.schema.platform.Score attribute) (dyff.schema.platform.ScoreSpec attribute) (dyff.schema.requests.DatasetCreateRequest attribute) (dyff.schema.requests.DatasetQueryRequest attribute) (dyff.schema.requests.InferenceServiceCreateRequest attribute) (dyff.schema.requests.InferenceServiceQueryRequest attribute) (dyff.schema.requests.InferenceSessionQueryRequest attribute) (dyff.schema.requests.MethodCreateRequest attribute) (dyff.schema.requests.MethodQueryRequest attribute) (dyff.schema.requests.ModelCreateRequest attribute) (dyff.schema.requests.ModelQueryRequest attribute) (dyff.schema.requests.ModuleCreateRequest attribute) (dyff.schema.requests.ModuleQueryRequest attribute) (dyff.schema.requests.ScoreQueryRequest attribute) notebookModule (dyff.schema.platform.MethodImplementationJupyterNotebook attribute) notebookPath (dyff.schema.platform.MethodImplementationJupyterNotebook attribute) O objective (dyff.schema.platform.TaskSchema attribute) ObjectStorage (dyff.schema.platform.ModelStorageMedium attribute) open_input_dataset() (dyff.audit.analysis.AnalysisContext method) openLLM (dyff.schema.platform.ModelSource attribute) OpenLLM (dyff.schema.platform.ModelSourceKinds attribute) order (dyff.schema.requests.DatasetQueryRequest attribute) (dyff.schema.requests.DocumentationQueryRequest attribute) (dyff.schema.requests.EvaluationQueryRequest attribute) (dyff.schema.requests.InferenceServiceQueryRequest attribute) (dyff.schema.requests.InferenceSessionQueryRequest attribute) (dyff.schema.requests.MeasurementQueryRequest attribute) (dyff.schema.requests.MethodQueryRequest attribute) (dyff.schema.requests.ModelQueryRequest attribute) (dyff.schema.requests.ModuleQueryRequest attribute) (dyff.schema.requests.ReportQueryRequest attribute) (dyff.schema.requests.SafetyCaseQueryRequest attribute) (dyff.schema.requests.UseCaseQueryRequest attribute) orderBy (dyff.schema.requests.DatasetQueryRequest attribute) (dyff.schema.requests.DocumentationQueryRequest attribute) (dyff.schema.requests.EvaluationQueryRequest attribute) (dyff.schema.requests.InferenceServiceQueryRequest attribute) (dyff.schema.requests.InferenceSessionQueryRequest attribute) (dyff.schema.requests.MeasurementQueryRequest attribute) (dyff.schema.requests.MethodQueryRequest attribute) (dyff.schema.requests.ModelQueryRequest attribute) (dyff.schema.requests.ModuleQueryRequest attribute) (dyff.schema.requests.ReportQueryRequest attribute) (dyff.schema.requests.SafetyCaseQueryRequest attribute) (dyff.schema.requests.UseCaseQueryRequest attribute) output (dyff.schema.platform.Method attribute) (dyff.schema.platform.MethodBase attribute) (dyff.schema.platform.TaskSchema attribute) (dyff.schema.requests.MethodCreateRequest attribute) output_path (dyff.audit.analysis.AnalysisContext property) outputKind (dyff.schema.requests.MethodQueryRequest attribute) outputPipeline (dyff.schema.platform.InferenceInterface attribute) outputSchema (dyff.schema.platform.InferenceInterface attribute) outputViews (dyff.schema.platform.InferenceService attribute) (dyff.schema.platform.InferenceServiceBase attribute) (dyff.schema.requests.InferenceServiceCreateRequest attribute) P parameters (dyff.schema.platform.Method attribute) (dyff.schema.platform.MethodBase attribute) (dyff.schema.requests.MethodCreateRequest attribute) partial (dyff.audit.metrics.text.MatchCriterion attribute) (dyff.audit.metrics.text.MatchResult attribute) (dyff.audit.scoring.text.MatchCriterion attribute) (dyff.audit.scoring.text.MatchResult attribute) path (dyff.schema.platform.Artifact attribute) PersistentVolume (dyff.schema.platform.ModelStorageMedium attribute) Pipeline (class in dyff.schema.adapters) possible (dyff.audit.metrics.text.ExtendedPrecisionRecallScore attribute) precision (dyff.audit.metrics.text.ExtendedPrecisionRecallScore attribute) prediction (dyff.audit.scoring.text.TextSpanMatchesScoredItem attribute) priority (dyff.schema.platform.Score attribute) (dyff.schema.platform.ScoreSpec attribute) publish() (dyff.client.client.DatasetsOperations method) (dyff.client.client.EvaluationsOperations method) (dyff.client.client.InferenceservicesOperations method) (dyff.client.client.MeasurementsOperations method) (dyff.client.client.MethodsOperations method) (dyff.client.client.ModelsOperations method) (dyff.client.client.ModulesOperations method) (dyff.client.client.ReportsOperations method) (dyff.client.client.SafetycasesOperations method) (dyff.client.client.UsecasesOperations method) purge() (dyff.audit.local.platform._Datasets method) (dyff.audit.local.platform._Evaluations method) (dyff.audit.local.platform._InferenceServices method) (dyff.audit.local.platform._InferenceSessions method) (dyff.audit.local.platform._Measurements method) (dyff.audit.local.platform._Methods method) (dyff.audit.local.platform._Models method) (dyff.audit.local.platform._Modules method) (dyff.audit.local.platform._Reports method) (dyff.audit.local.platform._SafetyCases method) pythonFunction (dyff.schema.platform.MethodImplementation attribute) PythonFunction (dyff.schema.platform.MethodImplementationKind attribute) pythonRubric (dyff.schema.platform.MethodImplementation attribute) PythonRubric (dyff.schema.platform.MethodImplementationKind attribute) Q quantity (dyff.schema.platform.Score attribute) (dyff.schema.platform.ScoreData attribute) quantity_string() (dyff.schema.platform.Score method) (dyff.schema.platform.ScoreSpec method) quantityString (dyff.schema.platform.Score attribute) (dyff.schema.platform.ScoreData attribute) query (dyff.schema.platform.APIFunctions attribute) (dyff.schema.requests.DatasetQueryRequest attribute) (dyff.schema.requests.DocumentationQueryRequest attribute) (dyff.schema.requests.EvaluationQueryRequest attribute) (dyff.schema.requests.InferenceServiceQueryRequest attribute) (dyff.schema.requests.InferenceSessionQueryRequest attribute) (dyff.schema.requests.MeasurementQueryRequest attribute) (dyff.schema.requests.MethodQueryRequest attribute) (dyff.schema.requests.ModelQueryRequest attribute) (dyff.schema.requests.ModuleQueryRequest attribute) (dyff.schema.requests.ReportQueryRequest attribute) (dyff.schema.requests.SafetyCaseQueryRequest attribute) (dyff.schema.requests.ScoreQueryRequest attribute) (dyff.schema.requests.UseCaseQueryRequest attribute) query() (dyff.client.client.DatasetsOperations method) (dyff.client.client.EvaluationsOperations method) (dyff.client.client.InferenceservicesOperations method) (dyff.client.client.InferencesessionsOperations method) (dyff.client.client.MeasurementsOperations method) (dyff.client.client.MethodsOperations method) (dyff.client.client.ModelsOperations method) (dyff.client.client.ModulesOperations method) (dyff.client.client.ReportsOperations method) (dyff.client.client.SafetycasesOperations method) (dyff.client.client.UsecasesOperations method) R raw (dyff.client.Client property) ready() (dyff.audit.local.platform._InferenceSessions method) (dyff.client.client.InferencesessionsOperations method) reason (dyff.schema.platform.Dataset attribute) (dyff.schema.platform.Evaluation attribute) (dyff.schema.platform.InferenceService attribute) (dyff.schema.platform.InferenceSession attribute) (dyff.schema.platform.Measurement attribute) (dyff.schema.platform.Method attribute) (dyff.schema.platform.Model attribute) (dyff.schema.platform.Module attribute) (dyff.schema.platform.Report attribute) (dyff.schema.platform.SafetyCase attribute) (dyff.schema.platform.Status attribute) (dyff.schema.platform.UseCase attribute) (dyff.schema.requests.DatasetQueryRequest attribute) (dyff.schema.requests.EvaluationQueryRequest attribute) (dyff.schema.requests.InferenceServiceQueryRequest attribute) (dyff.schema.requests.InferenceSessionQueryRequest attribute) (dyff.schema.requests.MeasurementQueryRequest attribute) (dyff.schema.requests.MethodQueryRequest attribute) (dyff.schema.requests.ModelQueryRequest attribute) (dyff.schema.requests.ModuleQueryRequest attribute) (dyff.schema.requests.ReportQueryRequest attribute) (dyff.schema.requests.SafetyCaseQueryRequest attribute) (dyff.schema.requests.UseCaseQueryRequest attribute) recall (dyff.audit.metrics.text.ExtendedPrecisionRecallScore attribute) refs (dyff.schema.platform.ScoreMetadata attribute) relation (dyff.schema.platform.DatasetFilter attribute) remote (dyff.audit.local.DyffLocalPlatform property) remove_concern() (dyff.client.client.MethodsOperations method) Rename (class in dyff.schema.adapters) replicas (dyff.schema.platform.InferenceSession attribute) (dyff.schema.platform.InferenceSessionBase attribute) (dyff.schema.requests.InferenceSessionCreateRequest attribute) replications (dyff.schema.platform.Evaluation attribute) (dyff.schema.platform.EvaluationBase attribute) (dyff.schema.requests.EvaluationCreateRequest attribute) repoID (dyff.schema.platform.ModelArtifactHuggingFaceCache attribute) (dyff.schema.platform.ModelSourceHuggingFaceHub attribute) Report (dyff.schema.platform.Entities attribute) (dyff.schema.platform.MethodInputKind attribute) (dyff.schema.platform.Resources attribute) report (dyff.schema.requests.ReportQueryRequest attribute) reports (dyff.audit.local.DyffLocalPlatform property) (dyff.client.Client property) ReportsOperations (class in dyff.client.client) ReportStatus (in module dyff.schema.platform) ReportStatusReason (in module dyff.schema.platform) requirements (dyff.schema.platform.AuditProcedure attribute) resource (dyff.schema.platform.FamilyMemberBase attribute) resource_allocation() (dyff.schema.platform.Audit method) (dyff.schema.platform.AuditProcedure method) (dyff.schema.platform.Concern method) (dyff.schema.platform.Dataset method) (dyff.schema.platform.DataSource method) (dyff.schema.platform.DyffEntity method) (dyff.schema.platform.Evaluation method) (dyff.schema.platform.InferenceService method) (dyff.schema.platform.InferenceSession method) (dyff.schema.platform.Measurement method) (dyff.schema.platform.Method method) (dyff.schema.platform.Model method) (dyff.schema.platform.Module method) (dyff.schema.platform.Report method) (dyff.schema.platform.SafetyCase method) (dyff.schema.platform.UseCase method) Resources (class in dyff.schema.platform) resources (dyff.schema.platform.AccessGrant attribute) (dyff.schema.platform.InferenceServiceRunner attribute) (dyff.schema.platform.Model attribute) (dyff.schema.platform.ModelSpec attribute) (dyff.schema.requests.ModelCreateRequest attribute) Revision (dyff.schema.platform.Entities attribute) revision (dyff.schema.platform.ModelArtifactHuggingFaceCache attribute) (dyff.schema.platform.ModelSourceHuggingFaceHub attribute) Revision (dyff.schema.platform.Resources attribute) revisions (dyff.schema.platform.History attribute) Rubric (class in dyff.audit.scoring.base) rubric (dyff.schema.platform.AuditRequirement attribute) (dyff.schema.platform.Report attribute) (dyff.schema.platform.ReportBase attribute) (dyff.schema.requests.ReportCreateRequest attribute) run_analysis() (in module dyff.audit.analysis.runners) run_report() (in module dyff.audit.analysis.runners) runner (dyff.schema.platform.InferenceService attribute) (dyff.schema.platform.InferenceServiceBase attribute) (dyff.schema.requests.InferenceServiceCreateRequest attribute) S SafetyCase (dyff.schema.platform.Entities attribute) safetyCase (dyff.schema.platform.MethodOutput attribute) SafetyCase (dyff.schema.platform.MethodOutputKind attribute) (dyff.schema.platform.Resources attribute) safetycases (dyff.audit.local.DyffLocalPlatform property) (dyff.client.Client property) SafetycasesOperations (class in dyff.client.client) schema (dyff.audit.metrics.Metric property) (dyff.audit.metrics.text.ExtendedPrecisionRecall property) (dyff.audit.scoring.base.Rubric property) (dyff.audit.scoring.classification.TopKAccuracy property) (dyff.audit.scoring.text.TextSpanMatches property) schema_ (dyff.schema.platform.Dataset attribute) (dyff.schema.platform.DatasetBase attribute) (dyff.schema.platform.DataView attribute) (dyff.schema.platform.Measurement attribute) (dyff.schema.platform.MeasurementSpec attribute) (dyff.schema.requests.DatasetCreateRequest attribute) schema_function() (in module dyff.audit.metrics.text) schemaVersion (dyff.schema.platform.Dataset attribute) (dyff.schema.platform.DyffDataSchema attribute) (dyff.schema.platform.Evaluation attribute) (dyff.schema.platform.InferenceService attribute) (dyff.schema.platform.InferenceSession attribute) (dyff.schema.platform.Measurement attribute) (dyff.schema.platform.Method attribute) (dyff.schema.platform.Model attribute) (dyff.schema.platform.Module attribute) (dyff.schema.platform.Report attribute) (dyff.schema.platform.SafetyCase attribute) (dyff.schema.platform.UseCase attribute) (dyff.schema.requests.AnalysisCreateRequest attribute) (dyff.schema.requests.ConcernCreateRequest attribute) (dyff.schema.requests.DatasetCreateRequest attribute) (dyff.schema.requests.DocumentationEditRequest attribute) (dyff.schema.requests.EvaluationCreateRequest attribute) (dyff.schema.requests.InferenceServiceCreateRequest attribute) (dyff.schema.requests.InferenceSessionCreateRequest attribute) (dyff.schema.requests.LabelUpdateRequest attribute) (dyff.schema.requests.MethodCreateRequest attribute) (dyff.schema.requests.ModelCreateRequest attribute) (dyff.schema.requests.ModuleCreateRequest attribute) (dyff.schema.requests.ReportCreateRequest attribute) scope (dyff.schema.platform.AnalysisBase attribute) (dyff.schema.platform.Measurement attribute) (dyff.schema.platform.Method attribute) (dyff.schema.platform.MethodBase attribute) (dyff.schema.platform.SafetyCase attribute) (dyff.schema.requests.AnalysisCreateRequest attribute) (dyff.schema.requests.MethodCreateRequest attribute) Score (dyff.schema.platform.Entities attribute) (dyff.schema.platform.Resources attribute) Score() (dyff.audit.analysis.AnalysisContext method) scores (dyff.audit.local.DyffLocalPlatform property) (dyff.schema.platform.Method attribute) (dyff.schema.platform.MethodBase attribute) (dyff.schema.requests.MethodCreateRequest attribute) secret (dyff.schema.platform.APIKey attribute) Select (class in dyff.schema.adapters) session (dyff.schema.platform.InferenceSessionReference attribute) signedURL (dyff.schema.platform.ArtifactURL attribute) snapshot_path() (dyff.schema.platform.ModelArtifactHuggingFaceCache method) source (dyff.schema.platform.DataSource attribute) (dyff.schema.platform.Model attribute) (dyff.schema.platform.ModelSpec attribute) (dyff.schema.requests.ModelCreateRequest attribute) sourceKind (dyff.schema.platform.DataSource attribute) spurious (dyff.audit.metrics.text.MatchResult attribute) (dyff.audit.scoring.text.MatchResult attribute) STANDALONE (dyff.schema.platform.InferenceServiceRunnerKind attribute) status (dyff.schema.platform.Dataset attribute) (dyff.schema.platform.Evaluation attribute) (dyff.schema.platform.InferenceService attribute) (dyff.schema.platform.InferenceSession attribute) (dyff.schema.platform.Measurement attribute) (dyff.schema.platform.Method attribute) (dyff.schema.platform.Model attribute) (dyff.schema.platform.Module attribute) (dyff.schema.platform.Report attribute) (dyff.schema.platform.SafetyCase attribute) (dyff.schema.platform.Status attribute) (dyff.schema.platform.UseCase attribute) (dyff.schema.requests.DatasetQueryRequest attribute) (dyff.schema.requests.EvaluationQueryRequest attribute) (dyff.schema.requests.InferenceServiceQueryRequest attribute) (dyff.schema.requests.InferenceSessionQueryRequest attribute) (dyff.schema.requests.MeasurementQueryRequest attribute) (dyff.schema.requests.MethodQueryRequest attribute) (dyff.schema.requests.ModelQueryRequest attribute) (dyff.schema.requests.ModuleQueryRequest attribute) (dyff.schema.requests.ReportQueryRequest attribute) (dyff.schema.requests.SafetyCaseQueryRequest attribute) (dyff.schema.requests.UseCaseQueryRequest attribute) storage (dyff.schema.platform.Model attribute) (dyff.schema.platform.ModelBase attribute) (dyff.schema.platform.ModelResources attribute) (dyff.schema.requests.ModelCreateRequest attribute) storage_root (dyff.audit.local.DyffLocalPlatform property) strata (dyff.schema.platform.APIFunctions attribute) strict (dyff.audit.metrics.text.MatchCriterion attribute) (dyff.audit.scoring.text.MatchCriterion attribute) subject (dyff.schema.platform.APIKey attribute) summary (dyff.schema.platform.DocumentationBase attribute) (dyff.schema.platform.Score attribute) (dyff.schema.platform.ScoreSpec attribute) (dyff.schema.requests.DocumentationEditRequest attribute) summary_maxlen() (in module dyff.schema.platform) system (dyff.audit.analysis.AnalysisContext property) T tag (dyff.schema.platform.ContainerImageSource attribute) TagName (dyff.schema.platform attribute) Task (dyff.schema.platform.Resources attribute) terminate (dyff.schema.platform.APIFunctions attribute) terminate() (dyff.client.client.InferencesessionsOperations method) text (dyff.schema.platform.Score attribute) (dyff.schema.platform.ScoreData attribute) TextSpanMatches (class in dyff.audit.scoring.text) timeout (dyff.client.Client property) title (dyff.schema.platform.DocumentationBase attribute) (dyff.schema.platform.Score attribute) (dyff.schema.platform.ScoreSpec attribute) (dyff.schema.requests.DocumentationEditRequest attribute) title_maxlen() (in module dyff.schema.platform) TitleCard() (dyff.audit.analysis.AnalysisContext method) token (dyff.schema.platform.InferenceSessionAndToken attribute) token() (dyff.audit.local.platform._InferenceSessions method) (dyff.client.client.InferencesessionsOperations method) token_tags_to_spans() (in module dyff.audit.data.text) top1 (dyff.audit.scoring.classification.TopKAccuracyScoredItem attribute) top5 (dyff.audit.scoring.classification.TopKAccuracyScoredItem attribute) top_k() (in module dyff.audit.scoring.classification) TopKAccuracy (class in dyff.audit.scoring.classification) transformers (dyff.schema.platform.Frameworks attribute) TransformJSON (class in dyff.schema.adapters) truth (dyff.audit.scoring.text.TextSpanMatchesScoredItem attribute) type (dyff.audit.metrics.text.MatchCriterion attribute) (dyff.audit.scoring.text.MatchCriterion attribute) (dyff.schema.platform.ExtractorStep attribute) U unit (dyff.schema.platform.Score attribute) (dyff.schema.platform.ScoreSpec attribute) upload (dyff.schema.platform.APIFunctions attribute) (dyff.schema.platform.InferenceServiceSources attribute) Upload (dyff.schema.platform.ModelSourceKinds attribute) upload_arrow_dataset() (dyff.audit.local.platform._Datasets method) (dyff.client.client.DatasetsOperations method) upload_package() (dyff.audit.local.platform._Modules method) (dyff.client.client.ModulesOperations method) url (dyff.schema.platform.ModelSourceGitLFS attribute) (dyff.schema.platform.StorageSignedURL attribute) url() (dyff.schema.platform.ContainerImageSource method) usecase (dyff.audit.analysis.AnalysisContext property) UseCase (dyff.schema.platform.Entities attribute) (dyff.schema.platform.Resources attribute) usecases (dyff.client.Client property) UsecasesOperations (class in dyff.client.client) useSpotPods (dyff.schema.platform.InferenceSession attribute) (dyff.schema.platform.InferenceSessionBase attribute) (dyff.schema.requests.InferenceSessionCreateRequest attribute) V valence (dyff.schema.platform.Score attribute) (dyff.schema.platform.ScoreSpec attribute) validate_host() (dyff.schema.platform.ContainerImageSource class method) validate_image_not_none() (dyff.schema.requests.InferenceServiceCreateRequest class method) value (dyff.schema.platform.AnalysisArgument attribute) (dyff.schema.platform.Annotation attribute) (dyff.schema.platform.DatasetFilter attribute) (dyff.schema.platform.Label attribute) viewOf (dyff.schema.platform.DataView attribute) views (dyff.schema.platform.Dataset attribute) (dyff.schema.platform.DatasetBase attribute) (dyff.schema.requests.DatasetCreateRequest attribute) visualize_spans() (in module dyff.audit.data.text) VLLM (dyff.schema.platform.InferenceServiceRunnerKind attribute) W workersPerReplica (dyff.schema.platform.Evaluation attribute) (dyff.schema.platform.EvaluationBase attribute) (dyff.schema.requests.EvaluationCreateRequest attribute)