core.services.context.picsellia_context

picsellia_context

Functions:

Name	Description
create_picsellia_dataset_processing_context	Create a remote PicselliaDatasetProcessingContext using a static class to define parameters.
create_picsellia_datalake_processing_context	Create a remote PicselliaDatalakeProcessingContext using a static parameters class.
create_picsellia_model_processing_context
create_picsellia_training_context	Create a remote PicselliaTrainingContext using static parameter classes.

create_picsellia_dataset_processing_context(processing_parameters_cls)

Create a remote PicselliaDatasetProcessingContext using a static class to define parameters.

This context is used during pipeline execution on the Picsellia platform.

Parameters:

Name	Type	Description	Default
processing_parameters_cls	type[TParameters]	A class inheriting from Parameters defining expected processing parameters.	required

Returns:

Name	Type	Description
PicselliaDatasetProcessingContext	PicselliaDatasetProcessingContext	An initialized context for use in remote processing pipelines.

create_picsellia_datalake_processing_context(processing_parameters_cls)

Create a remote PicselliaDatalakeProcessingContext using a static parameters class.

This context is used during pipeline execution on the Picsellia platform for datalake-based jobs.

Parameters:

Name	Type	Description	Default
processing_parameters_cls	type[TParameters]	A class inheriting from Parameters defining expected processing parameters.	required

Returns:

Name	Type	Description
PicselliaDatalakeProcessingContext	PicselliaDatalakeProcessingContext	An initialized context for remote processing pipelines.

create_picsellia_model_processing_context(processing_parameters_cls)

create_picsellia_training_context(hyperparameters_cls, augmentation_parameters_cls, export_parameters_cls)

Create a remote PicselliaTrainingContext using static parameter classes.

This context is used during model training executed on the Picsellia platform.

Parameters:

Name	Type	Description	Default
hyperparameters_cls	type	Class defining hyperparameters (inherits from HyperParameters).	required
augmentation_parameters_cls	type	Class defining augmentation parameters.	required
export_parameters_cls	type	Class defining export/export format parameters.	required

Returns:

Name	Type	Description
PicselliaTrainingContext	PicselliaTrainingContext	An initialized context for remote training pipelines.