Overview Use Cases Connectors Authentication Getting Started with the Python SDK API API Reference API Classes AbacusApi Address Agent AgentChatMessage AgentConversation AgentDataDocumentInfo AgentDataExecutionResult AgentVersion AiBuildingTask Algorithm Annotation AnnotationConfig AnnotationDocument AnnotationEntry AnnotationsStatus ApiEndpoint ApiKey AppUserGroup AppUserGroupSignInToken ApplicationConnector AudioGenSettings AudioUrlResult AuditLog BatchPrediction BatchPredictionVersion BatchPredictionVersionLogs BotInfo CategoricalRangeViolation ChatllmComputer ChatllmComputerStatus ChatllmMemory ChatllmProject ChatllmProjectPermissions ChatllmTask ChatMessage ChatSession ChatllmReferralInvite CodeAgentResponse CodeAutocompleteEditPredictionResponse CodeAutocompleteResponse CodeBot NlpChatResponse CodeEdit CodeEditResponse CodeEdits CodeEmbeddings CodeLlmChangedFiles CodellmEmbeddingConstants CodeSource CodeSuggestionValidationResponse CodeSummaryResponse ComputePointInfo ConcatenationConfig ConstantsAutocompleteResponse CustomChatInstructions CustomDomain CustomLossFunction CustomMetric CustomMetricVersion CustomTrainFunctionInfo DataConsistencyDuplication DataMetrics DataPrepLogs DataQualityResults DataUploadResult DatabaseColumnFeatureMapping DatabaseConnector DatabaseConnectorColumn DatabaseConnectorSchema Dataset DatasetColumn DatasetVersion DatasetVersionLogs DefaultLlm Deployment DeploymentAuthToken DeploymentConversation DeploymentConversationEvent DeploymentConversationExport DeploymentStatistics DocumentData DocumentRetriever DocumentRetrieverLookupResult DocumentRetrieverVersion DocumentRetrieverVersionLogs DriftDistribution DriftDistributions Eda EdaChartDescription EdaCollinearity EdaDataConsistency EdaFeatureAssociation EdaFeatureCollinearity EdaForecastingAnalysis EdaVersion EditImageModels EmbeddingFeatureDriftDistribution EntriAuthToken ExecuteFeatureGroupOperation ExternalApplication ExternalInvite ExtractedFields FsEntry Feature FeatureDistribution FeatureDriftRecord FeatureDriftSummary FeatureGroup FeatureGroupDocument FeatureGroupExport FeatureGroupExportConfig FeatureGroupRefreshExportConfig FeatureGroupExportDownloadUrl IndexingConfig FeatureGroupLineage FeatureGroupRow FeatureGroupRowProcess FeatureGroupRowProcessLogs FeatureGroupRowProcessSummary FeatureGroupTemplate FeatureGroupTemplateVariableOptions FeatureGroupVersion FeatureGroupVersionLogs FeatureImportance FeatureMapping FeaturePerformanceAnalysis Schema FileConnector FileConnectorInstructions FileConnectorVerification FinetunedPretrainedModel ForecastingAnalysisGraphData ForecastingMonitorItemAnalysis ForecastingMonitorSummary FunctionLogs GeneratedPitFeatureConfigOption GraphDashboard HoldoutAnalysis HoldoutAnalysisVersion HostedApp HostedAppContainer HostedAppFileRead HostedArtifact HostedDatabase HostedDatabaseSnapshot HostedModelToken HostnameInfo HumeVoice ImageGenModel ImageGenModelOptions ImageGenSettings InferredDatabaseColumnToFeatureMappings InferredFeatureMappings ItemStatistics LlmApp LlmArtifact LlmCodeBlock LlmExecutionPreview LlmExecutionResult LlmGeneratedCode LlmInput LlmParameters LlmResponse LipSyncGenSettings McpServerQueryResult McpConfig McpServer McpServerConnection MemoryOptions CpuGpuMemorySpecs MessagingConnectorResponse Model ModelArtifactsExport ModelBlueprintExport ModelBlueprintStage ModelLocation ModelMetrics ModelMonitor ModelMonitorOrgSummary ModelMonitorSummary ModelMonitorSummaryFromOrg ModelMonitorVersion ModelMonitorVersionMetricData ModelTrainingTypeForDeployment ModelUpload ModelVersion ModelVersionFeatureGroupSchema ModificationLockInfo Module MonitorAlert MonitorAlertVersion MonitorDriftAndDistributions NaturalLanguageExplanation NestedFeature NestedFeatureSchema NewsSearchResult NotebookCompletion NotebookTemplate NullViolation OrganizationExternalApplicationSettings OrganizationGroup OrganizationSearchResult OrganizationSecret PageData Pipeline PipelineReference PipelineStep PipelineStepVersion PipelineStepVersionReference PipelineVersion PipelineVersionLogs PlaygroundText PointInTimeFeature PointInTimeFeatureInfo PointInTimeGroup PointInTimeGroupFeature PredictionDataset PredictionFeatureGroup PredictionInput PredictionLogRecord PredictionOperator PredictionOperatorVersion PresentationExportResult PrivateWebAppDeployment ProblemType Project ProjectConfig ProjectFeatureGroup ProjectFeatureGroupSchema ProjectValidation PythonFunction PythonPlotFunction RangeViolation RealtimeMonitor RefreshPipelineRun RefreshPolicy RefreshSchedule RegenerateLlmExternalApplication ResolvedFeatureGroupTemplate RoutingAction SftpKey StsGenSettings SttGenModel SttGenModelOptions SttGenSettings ProjectFeatureGroupSchemaVersion SessionSummary SessionTranscript SessionTranscripts PipelineStepVersionLogs StreamingAuthToken StreamingConnector StreamingRowCount StreamingSampleCode TtsGenSettings TemplateNodeDetails TestPointPredictions ToneDetails TrainingConfigOptions TwitterSearchResult UnifiedConnector Upload UploadPart UseCase UseCaseRequirements User UserException UserGroupObjectPermission VideoGenCosts VideoGenModel VideoGenModelOptions VideoGenSettings VideoSearchResult VoiceGenDetails WebAppConversation WebAppDeploymentPermissionDict WebAppDomain WebPageResponse WebSearchResponse WebSearchResult Webhook WorkflowGraphNodeDetails WorkflowNodeTemplate API Inputs Documentation Chat Bot API Search How to

MonitorDriftAndDistributions

Summary of important model monitoring statistics for features available in a model monitoring instance

KEY	TYPE	Description
featureDrifts	List[dict]	A list of dicts of eligible feature names and corresponding overall feature drift measures.
featureDistributions	List[dict]	A list of dicts of feature names and corresponding feature distributions.
nestedDrifts	List[dict]	A list of dicts of nested feature names and corresponding overall feature drift measures.
forecastingMonitorSummary	ForecastingMonitorSummary	Summary of important model monitoring statistics for features available in a model monitoring instance
embeddingsDistribution	EmbeddingFeatureDriftDistribution	Summary of important model monitoring statistics for features available in a model monitoring instance