Abacus.AI - Deployment

Overview Use Cases Connectors Authentication Getting Started with the Python SDK API Reference API Classes AbacusApi Address Agent AgentChatMessage AgentConversation AgentDataDocumentInfo AgentDataExecutionResult AgentVersion AiBuildingTask Algorithm Annotation AnnotationConfig AnnotationDocument AnnotationEntry AnnotationsStatus ApiEndpoint ApiKey AppUserGroup ApplicationConnector BatchPrediction BatchPredictionVersion BatchPredictionVersionLogs BotInfo CategoricalRangeViolation ChatMessage ChatSession ChatllmReferralInvite CodeAutocompleteResponse NlpChatResponse CodeEditResponse CodeSource ComputePointInfo ConcatenationConfig CustomChatInstructions CustomLossFunction CustomMetric CustomMetricVersion CustomTrainFunctionInfo DataConsistencyDuplication DataMetrics DataPrepLogs DataQualityResults DataUploadResult DatabaseColumnFeatureMapping DatabaseConnector DatabaseConnectorColumn DatabaseConnectorSchema Dataset DatasetColumn DatasetVersion DatasetVersionLogs Deployment DeploymentAuthToken DeploymentConversation DeploymentConversationEvent DeploymentConversationExport DeploymentStatistics DocumentData DocumentRetriever DocumentRetrieverConfig DocumentRetrieverLookupResult DocumentRetrieverVersion DriftDistribution DriftDistributions Eda EdaChartDescription EdaCollinearity EdaDataConsistency EdaFeatureAssociation EdaFeatureCollinearity EdaForecastingAnalysis EdaVersion EmbeddingFeatureDriftDistribution ExecuteFeatureGroupOperation ExternalApplication ExternalInvite ExtractedFields Feature FeatureDistribution FeatureDriftRecord FeatureDriftSummary FeatureGroup FeatureGroupDocument FeatureGroupExport FeatureGroupExportConfig FeatureGroupRefreshExportConfig FeatureGroupExportDownloadUrl IndexingConfig FeatureGroupLineage FeatureGroupRow FeatureGroupRowProcess FeatureGroupRowProcessLogs FeatureGroupRowProcessSummary FeatureGroupTemplate FeatureGroupTemplateVariableOptions FeatureGroupVersion FeatureGroupVersionLogs FeatureImportance FeatureMapping FeaturePerformanceAnalysis FeatureRecord Schema FileConnector FileConnectorInstructions FileConnectorVerification FinetunedPretrainedModel ForecastingAnalysisGraphData ForecastingMonitorItemAnalysis ForecastingMonitorSummary FunctionLogs GeneratedPitFeatureConfigOption GraphDashboard HoldoutAnalysis HoldoutAnalysisVersion HostedModelToken ImageGenSettings InferredDatabaseColumnToFeatureMappings InferredFeatureMappings ItemStatistics LlmApp LlmCodeBlock LlmExecutionPreview LlmExecutionResult LlmGeneratedCode LlmInput LlmParameters LlmResponse 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 ProblemType Project ProjectConfig ProjectFeatureGroup ProjectFeatureGroupSchema ProjectValidation PythonFunction PythonPlotFunction RangeViolation RealtimeMonitor RefreshPipelineRun RefreshPolicy RefreshSchedule RegenerateLlmExternalApplication ResolvedFeatureGroupTemplate RoutingAction ProjectFeatureGroupSchemaVersion PipelineStepVersionLogs StreamingAuthToken StreamingConnector StreamingRowCount StreamingSampleCode TemplateNodeDetails TestPointPredictions ToneDetails TrainingConfigOptions TwitterSearchResult Upload UploadPart UseCase UseCaseRequirements User UserException VideoGenSettings VideoSearchResult WebSearchResponse WebSearchResult Webhook WorkflowNodeTemplate API Inputs Documentation Chat Bot API Search Video Tutorials ChatLLM

KEY	TYPE	Description
deploymentId	str	A unique identifier for the deployment.
name	str	A user-friendly name for the deployment.
status	str	The status of the deployment.
description	str	A description of the deployment.
deployedAt	str	The date and time when the deployment became active, in ISO-8601 format.
createdAt	str	The date and time when the deployment was created, in ISO-8601 format.
projectId	str	A unique identifier for the project this deployment belongs to.
modelId	str	The model that is currently deployed.
modelVersion	str	The model version ID that is currently deployed.
featureGroupId	str	The feature group that is currently deployed.
featureGroupVersion	str	The feature group version ID that is currently deployed.
callsPerSecond	int	The number of calls per second the deployment can handle.
autoDeploy	bool	A flag marking the deployment as eligible for auto deployments whenever any model in the project finishes training.
skipMetricsCheck	bool	A flag to skip metric regression with this current deployment. This field is only relevant when auto_deploy is on
algoName	str	The name of the algorithm that is currently deployed.
regions	list	A list of regions that the deployment has been deployed to.
error	str	The relevant error, if the status is FAILED.
batchStreamingUpdates	bool	A flag marking the feature group deployment as having enabled a background process which caches streamed-in rows for quicker lookup.
algorithm	str	The algorithm that is currently deployed.
pendingModelVersion	dict	The model that the deployment is switching to, or being stopped.
modelDeploymentConfig	dict	The config for which model to be deployed.
predictionOperatorId	str	The prediction operator ID that is currently deployed.
predictionOperatorVersion	str	The prediction operator version ID that is currently deployed.
pendingPredictionOperatorVersion	str	The prediction operator version ID that the deployment is switching to, or being stopped.
onlineFeatureGroupId	ID	The online feature group ID that the deployment is running on
outputOnlineFeatureGroupId	ID	The online feature group ID that the deployment is outputting results to
realtimeMonitorId	ID	The realtime monitor ID of the realtime-monitor that is associated with the deployment
refreshSchedules	RefreshSchedule	A list of refresh schedules that indicate when the deployment will be updated to the latest model version.
featureGroupExportConfig	FeatureGroupExportConfig	The export config (file connector or database connector information) for feature group deployment exports.
defaultPredictionArguments	PredictionArguments	The default prediction arguments for prediction APIs