Author: Chris Bahr, Created: 2025-12-18
XperiFlow Jobs Documentation
XperiFlow Version: 4.1.0 Generated: 2025-12-18 14:43:39 UTC
This document provides comprehensive documentation for all registered jobs in the XperiFlow system.
1. AtomicPlaceholder
Description
Atomic placeholder job for testing and development purposes.
Session Type
framework
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"AtomicPlaceholderTaskStorageContext": {
"properties": {},
"title": "AtomicPlaceholderTaskStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/AtomicPlaceholderTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "AtomicPlaceholderMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
2. AutoAssign
Description
Automatically assign events to targets based on geographic location resolution for a SensibleAI Forecast project.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"AutoAssignTaskStorageContext": {
"properties": {
"buildinfo_id": {
"title": "Buildinfo Id",
"type": "integer"
}
},
"required": [
"buildinfo_id"
],
"title": "AutoAssignTaskStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/AutoAssignTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "AutoAssignMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
3. AutoGenerateBlocks
Description
Auto generate blocks of given types of generators based on build information for a SensibleAI Forecast project.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"AutoGenerateBlocksStorageContext": {
"properties": {
"buildinfo_id": {
"title": "Buildinfo Id",
"type": "integer"
},
"generator_typenames": {
"items": {
"type": "string"
},
"title": "Generator Typenames",
"type": "array"
}
},
"required": [
"buildinfo_id",
"generator_typenames"
],
"title": "AutoGenerateBlocksStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/AutoGenerateBlocksStorageContext"
}
},
"required": [
"task_storage"
],
"title": "AutoGenerateBlocksMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
4. BackgroundCheckpoint
Description
Create a data checkpoint that can be used to restore the state of an application to a previous point in time.
Session Type
framework
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"CheckpointTaskStorageContext": {
"properties": {
"checkpoint_name": {
"title": "Checkpoint Name",
"type": "string"
},
"n_seconds": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
],
"default": null,
"title": "N Seconds"
}
},
"required": [
"checkpoint_name"
],
"title": "CheckpointTaskStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/CheckpointTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "CheckpointMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
5. CleanupPipeline
Description
Cleanup and delete old data from prior SensibleAI Forecast pipeline runs.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"properties": {},
"title": "CleanupPipelineMetadataContext",
"type": "object"
}
6. CleanupPrediction
Description
Cleanup and delete old data from prior SensibleAI Forecast prediction runs.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"properties": {},
"title": "CleanupPredictionMetadataContext",
"type": "object"
}
7. DataSourceUpdate
Description
Update the configuration of a target or feature data source within a SensibleAI Forecast project.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"DataSourceUpdateOrchestratorTaskStorageContext": {
"properties": {
"datasource_update_config": {
"$ref": "#/$defs/SMLDataSourceUpdate"
}
},
"required": [
"datasource_update_config"
],
"title": "DataSourceUpdateOrchestratorTaskStorageContext",
"type": "object"
},
"FeatureDataSourceUpdate": {
"properties": {
"datasource_name": {
"description": "The feature dataset we are updating.",
"field_type": "input",
"input_component": {
"component_type": "combobox",
"show_search": true
},
"long_description": null,
"options_callback": "xperiflow.source.managers.datasource.pbm.jobs:FeatureDataSourceUpdate.get_feature_datasource_names",
"options_callback_kwargs": null,
"state_name": "datasource_select",
"title": "Source Data Name",
"tooltip": "Validation Constraints:\nThis input may be subject to other validation constraints at runtime.",
"type": "string"
},
"tabular_connection": {
"anyOf": [
{
"$ref": "#/$defs/SqlServerDataSource"
},
{
"$ref": "#/$defs/FileDataSource"
}
],
"description": "The connection type to use to access the source data.",
"field_type": "input",
"input_component": {
"component_type": "combobox",
"show_search": true
},
"long_description": null,
"options_callback": null,
"options_callback_kwargs": null,
"state_name": "source_connection",
"title": "Source Data Connection Type",
"tooltip": "Validation Constraints:\nThis input may be subject to other validation constraints at runtime."
}
},
"required": [
"datasource_name",
"tabular_connection"
],
"title": "FeatureDataSourceUpdate",
"type": "object"
},
"FileDataSource": {
"properties": {
"file_paths": {
"description": "The full file path to the file to ingest.",
"field_type": "input",
"input_component": {
"component_type": "combobox",
"show_search": true
},
"items": {
"type": "string"
},
"long_description": null,
"minItems": 1,
"options_callback": "xperiflow.source.managers.datasource.pbm.dataretriever:FileDataSource.get_file_path_bound_options",
"options_callback_kwargs": null,
"state_name": "file_path",
"title": "File Path",
"tooltip": "Validation Constraints:\nThe input must have a minimum length of 1.\n\nThis input may be subject to other validation constraints at runtime.",
"type": "array"
}
},
"required": [
"file_paths"
],
"title": "FileDataSource",
"type": "object"
},
"SMLDataSourceUpdate": {
"properties": {
"update_type": {
"anyOf": [
{
"$ref": "#/$defs/FeatureDataSourceUpdate"
},
{
"$ref": "#/$defs/TargetDataSourceUpdate"
}
],
"description": "The type of update to perform.",
"field_type": "input",
"input_component": {
"component_type": "combobox",
"show_search": true
},
"long_description": null,
"options_callback": null,
"options_callback_kwargs": null,
"state_name": "update_type",
"title": "Data Source Type",
"tooltip": "Validation Constraints:\nThis input may be subject to other validation constraints at runtime."
}
},
"required": [
"update_type"
],
"title": "SMLDataSourceUpdate",
"type": "object"
},
"SqlServerDataSource": {
"properties": {
"database_resource": {
"description": "The database resource to connect to, this is also known as the server name.",
"field_type": "input",
"input_component": {
"component_type": "combobox",
"show_search": true
},
"long_description": null,
"options_callback": "xperiflow.source.managers.datasource.pbm.dataretriever:SqlServerDataSource.get_database_resources",
"options_callback_kwargs": null,
"state_name": "database_resource",
"title": "Database Resource",
"tooltip": "Validation Constraints:\nThis input may be subject to other validation constraints at runtime.",
"type": "string"
},
"database_schema": {
"description": "The database schema to connect to, this is also known as the database name.",
"field_type": "input",
"input_component": {
"component_type": "combobox",
"show_search": true
},
"long_description": null,
"options_callback": "xperiflow.source.managers.datasource.pbm.dataretriever:SqlServerDataSource.get_database_schemas",
"options_callback_kwargs": null,
"state_name": "database_schema",
"title": "Database Schema",
"tooltip": "Validation Constraints:\nThis input may be subject to other validation constraints at runtime.",
"type": "string"
},
"tables": {
"description": "The table(s) from the database to connect to.",
"field_type": "input",
"input_component": {
"component_type": "combobox",
"show_search": true
},
"items": {
"type": "string"
},
"long_description": null,
"minItems": 1,
"options_callback": "xperiflow.source.managers.datasource.pbm.dataretriever:SqlServerDataSource.get_tables",
"options_callback_kwargs": null,
"state_name": "tables",
"title": "Tables",
"tooltip": "Validation Constraints:\nThe input must have a minimum length of 1.\n\nThis input may be subject to other validation constraints at runtime.",
"type": "array"
}
},
"required": [
"database_resource",
"database_schema",
"tables"
],
"title": "SqlServerDataSource",
"type": "object"
},
"TargetDataSourceUpdate": {
"properties": {
"tabular_connection": {
"anyOf": [
{
"$ref": "#/$defs/SqlServerDataSource"
},
{
"$ref": "#/$defs/FileDataSource"
}
],
"description": "The connection type to use to access the source data.",
"field_type": "input",
"input_component": {
"component_type": "combobox",
"show_search": true
},
"long_description": null,
"options_callback": null,
"options_callback_kwargs": null,
"state_name": "source_connection",
"title": "Source Data Connection Type",
"tooltip": "Validation Constraints:\nThis input may be subject to other validation constraints at runtime."
}
},
"required": [
"tabular_connection"
],
"title": "TargetDataSourceUpdate",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/DataSourceUpdateOrchestratorTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "DataSourceUpdateOrchestratorMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
8. DataSourcesRefresh
Description
Update multiple data sources in one job.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"DataSourcesRefreshOrchestratorTaskStorageContext": {
"properties": {
"bulk_datasource_update_config": {
"$ref": "#/$defs/FORDataSourcesRefresh"
}
},
"required": [
"bulk_datasource_update_config"
],
"title": "DataSourcesRefreshOrchestratorTaskStorageContext",
"type": "object"
},
"FORDataSourcesRefresh": {
"properties": {
"datasource_names": {
"description": "The names of the data sources to retrieve most updated data from.",
"field_type": "input",
"input_component": {
"component_type": "combobox",
"show_search": true
},
"items": {
"type": "string"
},
"long_description": null,
"minItems": 1,
"options_callback": "xperiflow.source.managers.datasource.pbm.jobs:FORDataSourcesRefresh.get_datasource_data",
"options_callback_kwargs": null,
"state_name": "datasource_select",
"title": "Source Data Names",
"tooltip": "Validation Constraints:\nThe input must have a minimum length of 1.\n\nThis input may be subject to other validation constraints at runtime.",
"type": "array"
}
},
"required": [
"datasource_names"
],
"title": "FORDataSourcesRefresh",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/DataSourcesRefreshOrchestratorTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "DataSourcesRefreshOrchestratorMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
9. Deploy
Description
Deploy time series forecasting models into 'production' and calculate relevant deployment statistics for a SensibleAI Forecast project.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"DeployOrchestratorTaskStorageContext": {
"properties": {
"buildinfo_id": {
"title": "Buildinfo Id",
"type": "integer"
}
},
"required": [
"buildinfo_id"
],
"title": "DeployOrchestratorTaskStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/DeployOrchestratorTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "DeployOrchestratorMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
10. EventLocationUpload
Description
Create event-to-location assignments via a database or file upload for a SensibleAI Forecast project.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"EventLocationMapperUploadTaskStorageContext": {
"properties": {
"buildinfo_id": {
"title": "Buildinfo Id",
"type": "integer"
},
"file_string": {
"title": "File String",
"type": "string"
}
},
"required": [
"file_string",
"buildinfo_id"
],
"title": "EventLocationMapperUploadTaskStorageContext",
"type": "object"
},
"SqlServerTableConnectionContext": {
"properties": {
"database_resource": {
"title": "Database Resource",
"type": "string"
},
"database_schema": {
"title": "Database Schema",
"type": "string"
},
"retrieval": {
"$ref": "#/$defs/TableRetrievalContext"
}
},
"required": [
"database_resource",
"database_schema",
"retrieval"
],
"title": "SqlServerTableConnectionContext",
"type": "object"
},
"TableRetrievalContext": {
"properties": {
"tables": {
"items": {
"type": "string"
},
"title": "Tables",
"type": "array"
}
},
"required": [
"tables"
],
"title": "TableRetrievalContext",
"type": "object"
}
},
"properties": {
"database_storage": {
"anyOf": [
{
"$ref": "#/$defs/SqlServerTableConnectionContext"
},
{
"type": "null"
}
],
"default": null
},
"task_storage": {
"anyOf": [
{
"$ref": "#/$defs/EventLocationMapperUploadTaskStorageContext"
},
{
"type": "null"
}
],
"default": null
}
},
"title": "EventLocationMapperUploadMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | No | No description available |
database_storage | unknown | No | No description available |
11. EventPackageUpload
Description
Create event packages via a database or file data upload for a SensibleAI Forecast project.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"EventPackageMapperUploadTaskStorageContext": {
"properties": {
"file_string": {
"title": "File String",
"type": "string"
}
},
"required": [
"file_string"
],
"title": "EventPackageMapperUploadTaskStorageContext",
"type": "object"
},
"SqlServerTableConnectionContext": {
"properties": {
"database_resource": {
"title": "Database Resource",
"type": "string"
},
"database_schema": {
"title": "Database Schema",
"type": "string"
},
"retrieval": {
"$ref": "#/$defs/TableRetrievalContext"
}
},
"required": [
"database_resource",
"database_schema",
"retrieval"
],
"title": "SqlServerTableConnectionContext",
"type": "object"
},
"TableRetrievalContext": {
"properties": {
"tables": {
"items": {
"type": "string"
},
"title": "Tables",
"type": "array"
}
},
"required": [
"tables"
],
"title": "TableRetrievalContext",
"type": "object"
}
},
"properties": {
"database_storage": {
"anyOf": [
{
"$ref": "#/$defs/SqlServerTableConnectionContext"
},
{
"type": "null"
}
],
"default": null
},
"task_storage": {
"anyOf": [
{
"$ref": "#/$defs/EventPackageMapperUploadTaskStorageContext"
},
{
"type": "null"
}
],
"default": null
}
},
"title": "EventPackageMapperUploadMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | No | No description available |
database_storage | unknown | No | No description available |
12. EventTargetDimensionUpload
Description
Create event-to-target assignments via a database or file data upload based on target dimensions for a SensibleAI Forecast project.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"EventTargetDimensionMapperUploadTaskStorageContext": {
"properties": {
"buildinfo_id": {
"title": "Buildinfo Id",
"type": "integer"
},
"file_string": {
"title": "File String",
"type": "string"
}
},
"required": [
"file_string",
"buildinfo_id"
],
"title": "EventTargetDimensionMapperUploadTaskStorageContext",
"type": "object"
},
"SqlServerTableConnectionContext": {
"properties": {
"database_resource": {
"title": "Database Resource",
"type": "string"
},
"database_schema": {
"title": "Database Schema",
"type": "string"
},
"retrieval": {
"$ref": "#/$defs/TableRetrievalContext"
}
},
"required": [
"database_resource",
"database_schema",
"retrieval"
],
"title": "SqlServerTableConnectionContext",
"type": "object"
},
"TableRetrievalContext": {
"properties": {
"tables": {
"items": {
"type": "string"
},
"title": "Tables",
"type": "array"
}
},
"required": [
"tables"
],
"title": "TableRetrievalContext",
"type": "object"
}
},
"properties": {
"database_storage": {
"anyOf": [
{
"$ref": "#/$defs/SqlServerTableConnectionContext"
},
{
"type": "null"
}
],
"default": null
},
"task_storage": {
"anyOf": [
{
"$ref": "#/$defs/EventTargetDimensionMapperUploadTaskStorageContext"
},
{
"type": "null"
}
],
"default": null
}
},
"title": "EventTargetDimensionMapperUploadMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | No | No description available |
database_storage | unknown | No | No description available |
13. EventTargetUpload
Description
Create event-to-target assignments via a database or file data upload based on target names for a SensibleAI Forecast project.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"EventTargetMapperUploadTaskStorageContext": {
"properties": {
"buildinfo_id": {
"title": "Buildinfo Id",
"type": "integer"
},
"file_string": {
"title": "File String",
"type": "string"
}
},
"required": [
"file_string",
"buildinfo_id"
],
"title": "EventTargetMapperUploadTaskStorageContext",
"type": "object"
},
"SqlServerTableConnectionContext": {
"properties": {
"database_resource": {
"title": "Database Resource",
"type": "string"
},
"database_schema": {
"title": "Database Schema",
"type": "string"
},
"retrieval": {
"$ref": "#/$defs/TableRetrievalContext"
}
},
"required": [
"database_resource",
"database_schema",
"retrieval"
],
"title": "SqlServerTableConnectionContext",
"type": "object"
},
"TableRetrievalContext": {
"properties": {
"tables": {
"items": {
"type": "string"
},
"title": "Tables",
"type": "array"
}
},
"required": [
"tables"
],
"title": "TableRetrievalContext",
"type": "object"
}
},
"properties": {
"database_storage": {
"anyOf": [
{
"$ref": "#/$defs/SqlServerTableConnectionContext"
},
{
"type": "null"
}
],
"default": null
},
"task_storage": {
"anyOf": [
{
"$ref": "#/$defs/EventTargetMapperUploadTaskStorageContext"
},
{
"type": "null"
}
],
"default": null
}
},
"title": "EventTargetMapperUploadMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | No | No description available |
database_storage | unknown | No | No description available |
14. EventUpload
Description
Create events and event occurrences via a database or file data upload for a SensibleAI Forecast project.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"EventUploadTaskStorageContext": {
"properties": {
"buildinfo_id": {
"title": "Buildinfo Id",
"type": "integer"
},
"file_string": {
"title": "File String",
"type": "string"
}
},
"required": [
"file_string",
"buildinfo_id"
],
"title": "EventUploadTaskStorageContext",
"type": "object"
},
"SqlServerTableConnectionContext": {
"properties": {
"database_resource": {
"title": "Database Resource",
"type": "string"
},
"database_schema": {
"title": "Database Schema",
"type": "string"
},
"retrieval": {
"$ref": "#/$defs/TableRetrievalContext"
}
},
"required": [
"database_resource",
"database_schema",
"retrieval"
],
"title": "SqlServerTableConnectionContext",
"type": "object"
},
"TableRetrievalContext": {
"properties": {
"tables": {
"items": {
"type": "string"
},
"title": "Tables",
"type": "array"
}
},
"required": [
"tables"
],
"title": "TableRetrievalContext",
"type": "object"
}
},
"properties": {
"database_storage": {
"anyOf": [
{
"$ref": "#/$defs/SqlServerTableConnectionContext"
},
{
"type": "null"
}
],
"default": null
},
"task_storage": {
"anyOf": [
{
"$ref": "#/$defs/EventUploadTaskStorageContext"
},
{
"type": "null"
}
],
"default": null
}
},
"title": "EventUploadMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | No | No description available |
database_storage | unknown | No | No description available |
15. FeatureDataLoad
Description
Load source feature data for a SensibleAI Forecast project.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"SourceFeatureDataLoadOrchestratorTaskStorageContext": {
"properties": {
"buildinfo_id": {
"title": "Buildinfo Id",
"type": "integer"
}
},
"required": [
"buildinfo_id"
],
"title": "SourceFeatureDataLoadOrchestratorTaskStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/SourceFeatureDataLoadOrchestratorTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "SourceFeatureDataLoadOrchestratorMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
16. FeatureDataValidation
Description
Validate the structure and metadata of a feature data source within a SensibleAI Forecast project.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"FORDataSourceFeatureCommitContext": {
"description": "A lightweight BaseModel version of FORDataSourceFeatureCommit for use in contexts where validation is not needed.\nThis class contains the same data attributes as FORDataSourceFeatureCommit but without the ParameterBaseModel\nvalidation logic, state definitions, and UI workflow capabilities.\n\nThis is used in FeatureDataSourceValidationCommitTaskStorageContext, adapter functions, tests, and simulator where\nwe need the data structure but don't need the validation that opens connections to the database.",
"properties": {
"datasource_name": {
"title": "Datasource Name",
"type": "string"
},
"date": {
"title": "Date",
"type": "string"
},
"hierarchy_groupings": {
"default": [],
"items": {
"type": "string"
},
"title": "Hierarchy Groupings",
"type": "array"
},
"intersection_dimensions": {
"items": {
"type": "string"
},
"title": "Intersection Dimensions",
"type": "array"
},
"location": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Location"
},
"tabular_connection": {
"anyOf": [
{
"$ref": "#/$defs/SqlServerDataSource"
},
{
"$ref": "#/$defs/FileDataSource"
}
],
"title": "Tabular Connection"
},
"value": {
"title": "Value",
"type": "string"
}
},
"required": [
"datasource_name",
"tabular_connection",
"intersection_dimensions",
"date",
"value"
],
"title": "FORDataSourceFeatureCommitContext",
"type": "object"
},
"FeatureDataSourceValidationCommitTaskStorageContext": {
"properties": {
"buildinfo_id": {
"title": "Buildinfo Id",
"type": "integer"
},
"datasource_config": {
"$ref": "#/$defs/FORDataSourceFeatureCommitContext"
}
},
"required": [
"buildinfo_id",
"datasource_config"
],
"title": "FeatureDataSourceValidationCommitTaskStorageContext",
"type": "object"
},
"FileDataSource": {
"properties": {
"file_paths": {
"description": "The full file path to the file to ingest.",
"field_type": "input",
"input_component": {
"component_type": "combobox",
"show_search": true
},
"items": {
"type": "string"
},
"long_description": null,
"minItems": 1,
"options_callback": "xperiflow.source.managers.datasource.pbm.dataretriever:FileDataSource.get_file_path_bound_options",
"options_callback_kwargs": null,
"state_name": "file_path",
"title": "File Path",
"tooltip": "Validation Constraints:\nThe input must have a minimum length of 1.\n\nThis input may be subject to other validation constraints at runtime.",
"type": "array"
}
},
"required": [
"file_paths"
],
"title": "FileDataSource",
"type": "object"
},
"SqlServerDataSource": {
"properties": {
"database_resource": {
"description": "The database resource to connect to, this is also known as the server name.",
"field_type": "input",
"input_component": {
"component_type": "combobox",
"show_search": true
},
"long_description": null,
"options_callback": "xperiflow.source.managers.datasource.pbm.dataretriever:SqlServerDataSource.get_database_resources",
"options_callback_kwargs": null,
"state_name": "database_resource",
"title": "Database Resource",
"tooltip": "Validation Constraints:\nThis input may be subject to other validation constraints at runtime.",
"type": "string"
},
"database_schema": {
"description": "The database schema to connect to, this is also known as the database name.",
"field_type": "input",
"input_component": {
"component_type": "combobox",
"show_search": true
},
"long_description": null,
"options_callback": "xperiflow.source.managers.datasource.pbm.dataretriever:SqlServerDataSource.get_database_schemas",
"options_callback_kwargs": null,
"state_name": "database_schema",
"title": "Database Schema",
"tooltip": "Validation Constraints:\nThis input may be subject to other validation constraints at runtime.",
"type": "string"
},
"tables": {
"description": "The table(s) from the database to connect to.",
"field_type": "input",
"input_component": {
"component_type": "combobox",
"show_search": true
},
"items": {
"type": "string"
},
"long_description": null,
"minItems": 1,
"options_callback": "xperiflow.source.managers.datasource.pbm.dataretriever:SqlServerDataSource.get_tables",
"options_callback_kwargs": null,
"state_name": "tables",
"title": "Tables",
"tooltip": "Validation Constraints:\nThe input must have a minimum length of 1.\n\nThis input may be subject to other validation constraints at runtime.",
"type": "array"
}
},
"required": [
"database_resource",
"database_schema",
"tables"
],
"title": "SqlServerDataSource",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/FeatureDataSourceValidationCommitTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "FeatureDataSourceValidationCommitMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
17. FeatureEffectExport
Description
Export feature effect data to an external source.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"FeatureEffectExportAggregatorOrchestratorTaskStorageContext": {
"properties": {
"all_deployed": {
"default": false,
"title": "All Deployed",
"type": "boolean"
},
"buildinfo_id": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Buildinfo Id"
},
"consumption_id": {
"title": "Consumption Id",
"type": "integer"
},
"drop_original_output_table": {
"default": false,
"title": "Drop Original Output Table",
"type": "boolean"
}
},
"required": [
"consumption_id"
],
"title": "FeatureEffectExportAggregatorOrchestratorTaskStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/FeatureEffectExportAggregatorOrchestratorTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "FeatureEffectExportAggregatorOrchestratorMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
18. FeatureImpactExport
Description
Export feature impact data to an external source.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"FeatureImpactExportAggregatorOrchestratorTaskStorageContext": {
"properties": {
"all_deployed": {
"default": false,
"title": "All Deployed",
"type": "boolean"
},
"buildinfo_id": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Buildinfo Id"
},
"consumption_id": {
"title": "Consumption Id",
"type": "integer"
},
"drop_original_output_table": {
"default": false,
"title": "Drop Original Output Table",
"type": "boolean"
}
},
"required": [
"consumption_id"
],
"title": "FeatureImpactExportAggregatorOrchestratorTaskStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/FeatureImpactExportAggregatorOrchestratorTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "FeatureImpactExportAggregatorOrchestratorMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
19. FeaturePipeline
Description
Run the automated feature engineering pipeline for a SensibleAI Forecast project.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"FeaturePipelineOrchestratorTaskStorageContext": {
"properties": {
"buildinfo_id": {
"title": "Buildinfo Id",
"type": "integer"
}
},
"required": [
"buildinfo_id"
],
"title": "FeaturePipelineOrchestratorTaskStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/FeaturePipelineOrchestratorTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "FeaturePipelineOrchestratorMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
20. FrequencyResample
Description
Resample the time granularity of provided data source.
Session Type
framework
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"FrequencyAlterationTaskStorageContext": {
"properties": {
"aggregation_type": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Aggregation Type"
},
"build_column_store_index": {
"title": "Build Column Store Index",
"type": "boolean"
},
"datasource_connection_context": {
"$ref": "#/$defs/SqlServerTableConnectionContext"
},
"date_col": {
"title": "Date Col",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"origin_frequency": {
"title": "Origin Frequency",
"type": "string"
},
"table_key_columns": {
"anyOf": [
{
"items": {
"type": "string"
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"title": "Table Key Columns"
},
"target_frequency": {
"title": "Target Frequency",
"type": "string"
}
},
"required": [
"name",
"origin_frequency",
"target_frequency",
"datasource_connection_context",
"date_col",
"build_column_store_index"
],
"title": "FrequencyAlterationTaskStorageContext",
"type": "object"
},
"SqlServerTableConnectionContext": {
"properties": {
"database_resource": {
"title": "Database Resource",
"type": "string"
},
"database_schema": {
"title": "Database Schema",
"type": "string"
},
"retrieval": {
"$ref": "#/$defs/TableRetrievalContext"
}
},
"required": [
"database_resource",
"database_schema",
"retrieval"
],
"title": "SqlServerTableConnectionContext",
"type": "object"
},
"TableRetrievalContext": {
"properties": {
"tables": {
"items": {
"type": "string"
},
"title": "Tables",
"type": "array"
}
},
"required": [
"tables"
],
"title": "TableRetrievalContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/FrequencyAlterationTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "FrequencyAlterationMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
21. ImportGeneratorPackages
Description
Import feature (generator) packages.
Session Type
framework
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"properties": {},
"title": "DefaultPackagesUploadMetadataContext",
"type": "object"
}
22. IndexRebuild
Description
Rebuild indices on a given database.
Session Type
framework
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"IndexRebuildTaskStorageContext": {
"properties": {
"database_resource": {
"title": "Database Resource",
"type": "string"
},
"database_schema": {
"title": "Database Schema",
"type": "string"
},
"rebuild_level": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
],
"default": null,
"title": "Rebuild Level"
},
"reorganize_level": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
],
"default": null,
"title": "Reorganize Level"
},
"table_size": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Table Size"
}
},
"required": [
"database_schema",
"database_resource"
],
"title": "IndexRebuildTaskStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/IndexRebuildTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "IndexRebuildMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
23. LocationUpload
Description
Create locations via a database or file data upload for a SensibleAI Forecast project.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"LocationUploadTaskStorageContext": {
"properties": {
"file_string": {
"title": "File String",
"type": "string"
}
},
"required": [
"file_string"
],
"title": "LocationUploadTaskStorageContext",
"type": "object"
},
"SqlServerTableConnectionContext": {
"properties": {
"database_resource": {
"title": "Database Resource",
"type": "string"
},
"database_schema": {
"title": "Database Schema",
"type": "string"
},
"retrieval": {
"$ref": "#/$defs/TableRetrievalContext"
}
},
"required": [
"database_resource",
"database_schema",
"retrieval"
],
"title": "SqlServerTableConnectionContext",
"type": "object"
},
"TableRetrievalContext": {
"properties": {
"tables": {
"items": {
"type": "string"
},
"title": "Tables",
"type": "array"
}
},
"required": [
"tables"
],
"title": "TableRetrievalContext",
"type": "object"
}
},
"properties": {
"database_storage": {
"anyOf": [
{
"$ref": "#/$defs/SqlServerTableConnectionContext"
},
{
"type": "null"
}
],
"default": null
},
"task_storage": {
"anyOf": [
{
"$ref": "#/$defs/LocationUploadTaskStorageContext"
},
{
"type": "null"
}
],
"default": null
}
},
"title": "LocationUploadMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | No | No description available |
database_storage | unknown | No | No description available |
24. ModelForecastBacktestExport
Description
Export backtest prediction data to an external source.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"ModelForecastBacktestExportAggregatorOrchestratorTaskStorageContext": {
"properties": {
"all_deployed": {
"default": false,
"title": "All Deployed",
"type": "boolean"
},
"buildinfo_id": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Buildinfo Id"
},
"consumption_id": {
"title": "Consumption Id",
"type": "integer"
},
"drop_original_output_table": {
"default": false,
"title": "Drop Original Output Table",
"type": "boolean"
}
},
"required": [
"consumption_id"
],
"title": "ModelForecastBacktestExportAggregatorOrchestratorTaskStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/ModelForecastBacktestExportAggregatorOrchestratorTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "ModelForecastBacktestExportAggregatorOrchestratorMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
25. ModelForecastExport
Description
Export deployed prediction data to an external source.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"ModelForecastExportAggregatorOrchestratorTaskStorageContext": {
"properties": {
"consumption_id": {
"title": "Consumption Id",
"type": "integer"
},
"drop_original_output_table": {
"default": false,
"title": "Drop Original Output Table",
"type": "boolean"
}
},
"required": [
"consumption_id"
],
"title": "ModelForecastExportAggregatorOrchestratorTaskStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/ModelForecastExportAggregatorOrchestratorTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "ModelForecastExportAggregatorOrchestratorMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
26. ModelForecastV1Export
Description
Export deployed prediction data to an external source.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"ModelForecastV1ExportAggregatorOrchestratorTaskStorageContext": {
"properties": {
"consumption_id": {
"title": "Consumption Id",
"type": "integer"
},
"drop_original_output_table": {
"default": false,
"title": "Drop Original Output Table",
"type": "boolean"
}
},
"required": [
"consumption_id"
],
"title": "ModelForecastV1ExportAggregatorOrchestratorTaskStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/ModelForecastV1ExportAggregatorOrchestratorTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "ModelForecastV1ExportAggregatorOrchestratorMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
27. ModelRebuild
Description
Rebuild the configurations, engineered features, and models for a SensibleAI Forecast project.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"ModelRebuildOrchestratorTaskStorageContext": {
"properties": {
"buildinfo_id": {
"title": "Buildinfo Id",
"type": "integer"
}
},
"required": [
"buildinfo_id"
],
"title": "ModelRebuildOrchestratorTaskStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/ModelRebuildOrchestratorTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "ModelRebuildOrchestratorMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
28. ModelingPipeline
Description
Run the automated modeling pipeline for a SensibleAI Forecast project.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"ModelingPipelineOrchestratorTaskStorageContext": {
"properties": {
"buildinfo_id": {
"title": "Buildinfo Id",
"type": "integer"
}
},
"required": [
"buildinfo_id"
],
"title": "ModelingPipelineOrchestratorTaskStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/ModelingPipelineOrchestratorTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "ModelingPipelineOrchestratorMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
29. ParallelPlaceholder
Description
Parallel placeholder job for testing and development purposes.
Session Type
framework
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"ParallelPlaceholderTaskStorageContext": {
"properties": {},
"title": "ParallelPlaceholderTaskStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/ParallelPlaceholderTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "ParallelPlaceholderMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
30. Pipeline
Description
Run the automated pipeline (both feature engineering and modeling) for a SensibleAI Forecast project.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"PipelineOrchestratorTaskStorageContext": {
"properties": {
"buildinfo_id": {
"title": "Buildinfo Id",
"type": "integer"
}
},
"required": [
"buildinfo_id"
],
"title": "PipelineOrchestratorTaskStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/PipelineOrchestratorTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "PipelineOrchestratorMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
31. Prediction
Description
Run a forecast for all targets and all deployed models for a SensibleAI Forecast project.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"PredictionClusterOrchestratorTaskStorageContext": {
"properties": {
"forecast_name": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Forecast Name"
},
"include_soft_retrain": {
"anyOf": [
{
"type": "boolean"
},
{
"type": "null"
}
],
"default": false,
"title": "Include Soft Retrain"
},
"scenario_id": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Scenario Id"
}
},
"title": "PredictionClusterOrchestratorTaskStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/PredictionClusterOrchestratorTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "PredictionClusterOrchestratorMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
32. PredictionExplanationsBacktestExport
Description
Export backtest prediction explanation data to an external source.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"PredictionExplanationsBacktestExportAggregatorOrchestratorTaskStorageContext": {
"properties": {
"all_deployed": {
"default": false,
"title": "All Deployed",
"type": "boolean"
},
"buildinfo_id": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Buildinfo Id"
},
"consumption_id": {
"title": "Consumption Id",
"type": "integer"
},
"drop_original_output_table": {
"default": false,
"title": "Drop Original Output Table",
"type": "boolean"
}
},
"required": [
"consumption_id"
],
"title": "PredictionExplanationsBacktestExportAggregatorOrchestratorTaskStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/PredictionExplanationsBacktestExportAggregatorOrchestratorTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "PredictionExplanationsBacktestExportAggregatorOrchestratorMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
33. PredictionExplanationsExport
Description
Export deployed prediction explanation data to an external source.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"PredictionExplanationsExportAggregatorOrchestratorTaskStorageContext": {
"properties": {
"consumption_id": {
"title": "Consumption Id",
"type": "integer"
},
"drop_original_output_table": {
"default": false,
"title": "Drop Original Output Table",
"type": "boolean"
}
},
"required": [
"consumption_id"
],
"title": "PredictionExplanationsExportAggregatorOrchestratorTaskStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/PredictionExplanationsExportAggregatorOrchestratorTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "PredictionExplanationsExportAggregatorOrchestratorMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
34. ProjectCopy
Description
Create a copy of a SensibleAI Forecast project.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"ProjectCopyTaskStorageContext": {
"properties": {
"new_project_id": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "New Project Id"
},
"new_project_name": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "New Project Name"
}
},
"title": "ProjectCopyTaskStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/ProjectCopyTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "ProjectCopyMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
35. ProjectCreation
Description
Create a new SensibleAI Forecast project.
Session Type
framework
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"PType_": {
"description": "The Problem Type.\nAttributes:\n CLASSIFICATION (str): Denotes a classification ML problem.\n REGRESSION (str): Denotes a regression ML problem.\n ALL (Tuple[str]): Signifies both of the above options.",
"enum": [
"classification",
"regression"
],
"title": "PType_",
"type": "string"
},
"ProjectCreationTaskStorageContext": {
"properties": {
"application": {
"title": "Application",
"type": "string"
},
"description": {
"title": "Description",
"type": "string"
},
"editor_identity_ids": {
"anyOf": [
{
"items": {
"type": "integer"
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"title": "Editor Identity Ids"
},
"manager_identity_ids": {
"anyOf": [
{
"items": {
"type": "integer"
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"title": "Manager Identity Ids"
},
"project_name": {
"title": "Project Name",
"type": "string"
},
"ptype": {
"$ref": "#/$defs/PType_"
},
"ttype": {
"$ref": "#/$defs/TType_"
},
"viewer_identity_ids": {
"anyOf": [
{
"items": {
"type": "integer"
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"title": "Viewer Identity Ids"
},
"vtype": {
"$ref": "#/$defs/VType_"
}
},
"required": [
"project_name",
"description",
"application",
"ptype",
"ttype",
"vtype"
],
"title": "ProjectCreationTaskStorageContext",
"type": "object"
},
"TType_": {
"description": "The Time Type.\nAttributes:\n TIMESERIES (str): Signifies Time Series.\n NON_TIMESERIES (str): Signifies Non Time Series.\n ALL (Tuple[str]): Signifies both of the above options.",
"enum": [
"timeseries",
"non_timeseries"
],
"title": "TType_",
"type": "string"
},
"VType_": {
"description": "The Vised Type.\nAttributes:\n SUPERVISED (str): Denotes supervised learning.\n UNSUPERVISED (str): Denotes unsupervised learning.\n SEMISUPERVISED (str): Denotes semi-supervised learning.\n ALL (Tuple[str]): Signifies all attributes above.",
"enum": [
"supervised",
"unsupervised",
"semisupervised"
],
"title": "VType_",
"type": "string"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/ProjectCreationTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "ProjectCreationMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
36. ProjectDatabaseUpgrade
Description
Upgrade a SensibleAI Forecast project to a new version.
Session Type
framework
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"UpgradeProjectDatabaseOrchestratorTaskStorageContext": {
"properties": {
"version_end": {
"title": "Version End",
"type": "string"
},
"version_start": {
"title": "Version Start",
"type": "string"
}
},
"required": [
"version_start",
"version_end"
],
"title": "UpgradeProjectDatabaseOrchestratorTaskStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/UpgradeProjectDatabaseOrchestratorTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "UpgradeProjectDatabaseOrchestratorMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
37. ProjectDeletion
Description
Delete a SensibleAI Forecast project.
Session Type
framework
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"properties": {},
"title": "ProjectDeletionMetadataContext",
"type": "object"
}
38. Restore
Description
Restore a SensibleAI Forecast project to a prior checkpoint.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"RestartJobTaskStorageContext": {
"properties": {
"checkpoint_task_id": {
"title": "Checkpoint Task Id",
"type": "integer"
}
},
"required": [
"checkpoint_task_id"
],
"title": "RestartJobTaskStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/RestartJobTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "RestartJobMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
39. RoutineExecution
Description
Execute a Routine. Note is it not recommended to run this job directly, but rather execute through Routine services.
Session Type
framework
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"RoutineExecutionTaskStorageContext": {
"properties": {
"routine_instance_id": {
"title": "Routine Instance Id",
"type": "string"
},
"routine_run_id": {
"title": "Routine Run Id",
"type": "string"
}
},
"required": [
"routine_instance_id",
"routine_run_id"
],
"title": "RoutineExecutionTaskStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/RoutineExecutionTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "RoutineExecutionMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
40. RunNSeconds
Description
A job that runs for a specified number of seconds.
Session Type
framework
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"RunNSecondsTaskStorageContext": {
"properties": {
"n_seconds": {
"title": "N Seconds",
"type": "number"
}
},
"required": [
"n_seconds"
],
"title": "RunNSecondsTaskStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/RunNSecondsTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "RunNSecondsMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
41. ScenarioExcelCreation
Description
Create an excel file that can be used to fill out scenario features of a SensibleAI Forecast project.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"ScenarioExcelCreationTaskStorageContext": {
"properties": {
"fill_with_forecasted_data": {
"default": true,
"title": "Fill With Forecasted Data",
"type": "boolean"
},
"hashkeys": {
"anyOf": [
{
"items": {
"type": "string"
},
"type": "array",
"uniqueItems": true
},
{
"type": "null"
}
],
"default": null,
"title": "Hashkeys"
},
"scenario_id": {
"title": "Scenario Id",
"type": "integer"
}
},
"required": [
"scenario_id"
],
"title": "ScenarioExcelCreationTaskStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/ScenarioExcelCreationTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "ScenarioExcelCreationMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
42. SequentialPlaceholder
Description
Sequential placeholder job for testing and development purposes.
Session Type
framework
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"SequentialPlaceholderTaskStorageContext": {
"properties": {},
"title": "SequentialPlaceholderTaskStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/SequentialPlaceholderTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "SequentialPlaceholderMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
43. TargetDataLoad
Description
Load source target data into the SensibleAI Forecast project.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"TargetDataLoadOrchestratorTaskStorageContext": {
"properties": {
"buildinfo_id": {
"title": "Buildinfo Id",
"type": "integer"
}
},
"required": [
"buildinfo_id"
],
"title": "TargetDataLoadOrchestratorTaskStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/TargetDataLoadOrchestratorTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "TargetDataLoadOrchestratorMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
44. TargetDataValidation
Description
Validate the structure and metadata of the target data source within a SensibleAI Forecast project.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"FORDataSourceTargetCommitContext": {
"description": "A lightweight BaseModel version of FORDataSourceTargetCommit for use in contexts where validation is not needed.\nThis class contains the same data attributes as FORDataSourceTargetCommit but without the ParameterBaseModel\nvalidation logic, state definitions, and UI workflow capabilities.\n\nThis is used in TargetDataSourceValidationCommitTaskStorageContext, jobs, tests, and simulator where\nwe need the data structure but don't need the validation that opens connections to the database.",
"properties": {
"date": {
"title": "Date",
"type": "string"
},
"intersection_dimensions": {
"items": {
"type": "string"
},
"title": "Intersection Dimensions",
"type": "array"
},
"location": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Location"
},
"tabular_connection": {
"anyOf": [
{
"$ref": "#/$defs/SqlServerDataSource"
},
{
"$ref": "#/$defs/FileDataSource"
}
],
"title": "Tabular Connection"
},
"value": {
"title": "Value",
"type": "string"
}
},
"required": [
"tabular_connection",
"intersection_dimensions",
"date",
"value"
],
"title": "FORDataSourceTargetCommitContext",
"type": "object"
},
"FileDataSource": {
"properties": {
"file_paths": {
"description": "The full file path to the file to ingest.",
"field_type": "input",
"input_component": {
"component_type": "combobox",
"show_search": true
},
"items": {
"type": "string"
},
"long_description": null,
"minItems": 1,
"options_callback": "xperiflow.source.managers.datasource.pbm.dataretriever:FileDataSource.get_file_path_bound_options",
"options_callback_kwargs": null,
"state_name": "file_path",
"title": "File Path",
"tooltip": "Validation Constraints:\nThe input must have a minimum length of 1.\n\nThis input may be subject to other validation constraints at runtime.",
"type": "array"
}
},
"required": [
"file_paths"
],
"title": "FileDataSource",
"type": "object"
},
"SqlServerDataSource": {
"properties": {
"database_resource": {
"description": "The database resource to connect to, this is also known as the server name.",
"field_type": "input",
"input_component": {
"component_type": "combobox",
"show_search": true
},
"long_description": null,
"options_callback": "xperiflow.source.managers.datasource.pbm.dataretriever:SqlServerDataSource.get_database_resources",
"options_callback_kwargs": null,
"state_name": "database_resource",
"title": "Database Resource",
"tooltip": "Validation Constraints:\nThis input may be subject to other validation constraints at runtime.",
"type": "string"
},
"database_schema": {
"description": "The database schema to connect to, this is also known as the database name.",
"field_type": "input",
"input_component": {
"component_type": "combobox",
"show_search": true
},
"long_description": null,
"options_callback": "xperiflow.source.managers.datasource.pbm.dataretriever:SqlServerDataSource.get_database_schemas",
"options_callback_kwargs": null,
"state_name": "database_schema",
"title": "Database Schema",
"tooltip": "Validation Constraints:\nThis input may be subject to other validation constraints at runtime.",
"type": "string"
},
"tables": {
"description": "The table(s) from the database to connect to.",
"field_type": "input",
"input_component": {
"component_type": "combobox",
"show_search": true
},
"items": {
"type": "string"
},
"long_description": null,
"minItems": 1,
"options_callback": "xperiflow.source.managers.datasource.pbm.dataretriever:SqlServerDataSource.get_tables",
"options_callback_kwargs": null,
"state_name": "tables",
"title": "Tables",
"tooltip": "Validation Constraints:\nThe input must have a minimum length of 1.\n\nThis input may be subject to other validation constraints at runtime.",
"type": "array"
}
},
"required": [
"database_resource",
"database_schema",
"tables"
],
"title": "SqlServerDataSource",
"type": "object"
},
"TargetDataSourceValidationCommitTaskStorageContext": {
"properties": {
"datasource_config": {
"$ref": "#/$defs/FORDataSourceTargetCommitContext"
}
},
"required": [
"datasource_config"
],
"title": "TargetDataSourceValidationCommitTaskStorageContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/TargetDataSourceValidationCommitTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "TargetDataSourceValidationCommitMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
45. TimeSeriesCompetition
Description
Runs and compares different SensibleAI Forecast simulations against eachother.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"CompetitionDefinitionContext": {
"description": "Defines a competition.\n\nDefined By: Competition Admin\n\nAttributes:\n name: The name of the competition\n description: The description of the competition. This should a comprehensive breakdown.\n tracker: The tracker context of the competition. This is the tracker that will be used to track the competition.\n\nNotes:\n This should never be set by competitors. This is the standard definition context of a competition",
"properties": {
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"tracker": {
"$ref": "#/$defs/TrackerContext"
},
"version": {
"title": "Version",
"type": "string"
}
},
"required": [
"name",
"description",
"version",
"tracker"
],
"title": "CompetitionDefinitionContext",
"type": "object"
},
"CompetitionSubmissionBundleContext": {
"description": "Bundles together all the contexts for a competition submission.\n\nAttributes:\n competition: The competition context\n experiment: The experiment context\n experiment_submission: The experiment submission context",
"properties": {
"competition": {
"$ref": "#/$defs/CompetitionDefinitionContext"
},
"experiment": {
"$ref": "#/$defs/ExperimentDefinitionContext"
},
"experiment_submission": {
"$ref": "#/$defs/ExperimentSubmissionTrialContext"
}
},
"required": [
"competition",
"experiment",
"experiment_submission"
],
"title": "CompetitionSubmissionBundleContext",
"type": "object"
},
"ExperimentDefinitionContext": {
"description": "Defines an experiment of the Competition\n\nDefined By: Competitor\n\nAttributes:\n name: The name of the experiment. This should be a short, descriptive name of the experiment.\n description: The description of the experiment. This should a comprehensive breakdown describing what the experiment is and how it\n is different from other experiments.\n tags: The tags to be applied to the experiment. These are often attributes or one-off values that can further contextualize the experiment.\n user_defined_attributes: Other configuration attributes of the experiment. Note that this will be combined with more detailed configuration parameters\n more specific to the properties of the run. This is most commonly used to defined additional key-value metadata. Within Weights and\n Biases, this will be logged as part of the config for the run",
"properties": {
"description": {
"title": "Description",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"tags": {
"items": {
"type": "string"
},
"title": "Tags",
"type": "array"
},
"user_defined_attributes": {
"anyOf": [
{
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "User Defined Attributes"
},
"version": {
"title": "Version",
"type": "string"
}
},
"required": [
"name",
"description",
"version",
"tags"
],
"title": "ExperimentDefinitionContext",
"type": "object"
},
"ExperimentSubmissionTrialContext": {
"description": "Defines a trial of an experiment.\n\nDefined By: System\n\nAttributes:\n trial: The number of the round. This is the number of times the experiment has been run.",
"properties": {
"competition_name": {
"title": "Competition Name",
"type": "string"
},
"experiment_name": {
"title": "Experiment Name",
"type": "string"
},
"trial": {
"title": "Trial",
"type": "integer"
},
"trial_name": {
"title": "Trial Name",
"type": "string"
},
"trials": {
"title": "Trials",
"type": "integer"
}
},
"required": [
"experiment_name",
"competition_name",
"trials",
"trial_name",
"trial"
],
"title": "ExperimentSubmissionTrialContext",
"type": "object"
},
"ITrackerOutputMetadataContext": {
"additionalProperties": true,
"properties": {},
"title": "ITrackerOutputMetadataContext",
"type": "object"
},
"TimeSeriesCompetitionOrchestratorTaskStorageContext": {
"properties": {
"competition_submission": {
"$ref": "#/$defs/CompetitionSubmissionBundleContext"
}
},
"required": [
"competition_submission"
],
"title": "TimeSeriesCompetitionOrchestratorTaskStorageContext",
"type": "object"
},
"TrackerContext": {
"description": "This is a Tracker definition. This is used to define how to track data within XperiFlow and how to route to an external tracking system.\n\nAttributes:\n name: The name of the tracker\n description: The description of the tracker\n tag: A tag to help further qualify the tracker\n output_metadata: The output metadata of the tracker. This is used to define how to track data within XperiFlow and how to route to an external tracking system.\n etl_name: The name of the ETL that this tracker is associated with\n etl_kwargs: The kwargs to pass to the ETL\n\nSee Also:\n ITrackerOutputMetadataContext\n ExtractTransformLoaderContext\n IExtractTransformLoader",
"properties": {
"description": {
"title": "Description",
"type": "string"
},
"etl_kwargs": {
"anyOf": [
{
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Etl Kwargs"
},
"etl_name": {
"title": "Etl Name",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"output_metadata": {
"$ref": "#/$defs/ITrackerOutputMetadataContext"
},
"tag": {
"title": "Tag",
"type": "string"
}
},
"required": [
"name",
"description",
"tag",
"output_metadata",
"etl_name"
],
"title": "TrackerContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/TimeSeriesCompetitionOrchestratorTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "TimeSeriesCompetitionOrchestratorMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
46. TracerTracker
Description
Collects metrics of different SensibleAI Forecast simulations.
Session Type
project
Communication Metadata Context
The following JSON schema defines the parameters for this job:
{
"$defs": {
"ITrackerOutputMetadataContext": {
"additionalProperties": true,
"properties": {},
"title": "ITrackerOutputMetadataContext",
"type": "object"
},
"TracerTrackerTaskStorageContext": {
"properties": {
"project_id": {
"title": "Project Id",
"type": "integer"
},
"trackers": {
"items": {
"$ref": "#/$defs/TrackerContext"
},
"title": "Trackers",
"type": "array"
}
},
"required": [
"project_id",
"trackers"
],
"title": "TracerTrackerTaskStorageContext",
"type": "object"
},
"TrackerContext": {
"description": "This is a Tracker definition. This is used to define how to track data within XperiFlow and how to route to an external tracking system.\n\nAttributes:\n name: The name of the tracker\n description: The description of the tracker\n tag: A tag to help further qualify the tracker\n output_metadata: The output metadata of the tracker. This is used to define how to track data within XperiFlow and how to route to an external tracking system.\n etl_name: The name of the ETL that this tracker is associated with\n etl_kwargs: The kwargs to pass to the ETL\n\nSee Also:\n ITrackerOutputMetadataContext\n ExtractTransformLoaderContext\n IExtractTransformLoader",
"properties": {
"description": {
"title": "Description",
"type": "string"
},
"etl_kwargs": {
"anyOf": [
{
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"title": "Etl Kwargs"
},
"etl_name": {
"title": "Etl Name",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"output_metadata": {
"$ref": "#/$defs/ITrackerOutputMetadataContext"
},
"tag": {
"title": "Tag",
"type": "string"
}
},
"required": [
"name",
"description",
"tag",
"output_metadata",
"etl_name"
],
"title": "TrackerContext",
"type": "object"
}
},
"properties": {
"task_storage": {
"$ref": "#/$defs/TracerTrackerTaskStorageContext"
}
},
"required": [
"task_storage"
],
"title": "TracerTrackerMetadataContext",
"type": "object"
}
Parameter Properties
Property | Type | Required | Description |
|---|---|---|---|
task_storage | unknown | Yes | No description available |
This documentation was automatically generated from the XperiFlow job registry.
Total jobs documented: 46 XperiFlow Version: 4.1.0