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

PredictionOperator

A prediction operator.

KEY	TYPE	Description
name	str	The name for the prediction operator.
predictionOperatorId	str	The unique identifier of the prediction operator.
createdAt	str	Date and time at which the prediction operator was created.
updatedAt	str	Date and time at which the prediction operator was updated.
projectId	str	The project this prediction operator belongs to.
predictFunctionName	str	Name of the function found in the source code that will be executed to run predictions.
sourceCode	str	Python code used to make the prediction operator.
initializeFunctionName	str	Name of the optional initialize function found in the source code. This function will generate anything used by predictions, based on input feature groups.
notebookId	str	The unique string identifier of the notebook used to create or edit the prediction operator.
memory	int	Memory in GB specified for the prediction operator.
useGpu	bool	Whether this prediction operator is using gpu.
featureGroupIds	list	A list of Feature Group IDs used for initializing.
featureGroupTableNames	list	A list of Feature Group table names used for initializing.
codeSource	CodeSource	If a python model, information on the source code.
latestPredictionOperatorVersion	PredictionOperatorVersion	The unique string identifier of the latest version.
refreshSchedules	RefreshSchedule	List of refresh schedules that indicate when the next prediction operator version will be processed