core.contexts.processing.dataset.local_context¶
local_context
¶
Classes:
| Name | Description |
|---|---|
LocalDatasetProcessingContext |
Local context for testing a processing pipeline without executing a real job on Picsellia. |
LocalDatasetProcessingContext(processing_parameters_cls, processing_parameters=None, api_token=None, host=None, organization_id=None, organization_name=None, job_type=None, input_dataset_version_id=None, output_dataset_version_id=None, target_version_name=None, target_id=None, inputs=None, use_id=True, download_annotations=True, model_version_id=None, working_dir=None)
¶
Bases: PicselliaLocalProcessingContext, Generic[TParameters]
flowchart TD
picsellia_cv_engine.core.contexts.processing.dataset.local_context.LocalDatasetProcessingContext[LocalDatasetProcessingContext]
picsellia_cv_engine.core.contexts.processing.common.local_picsellia_context.PicselliaLocalProcessingContext[PicselliaLocalProcessingContext]
picsellia_cv_engine.core.contexts.common.picsellia_context.PicselliaContext[PicselliaContext]
picsellia_cv_engine.core.contexts.processing.common.local_picsellia_context.PicselliaLocalProcessingContext --> picsellia_cv_engine.core.contexts.processing.dataset.local_context.LocalDatasetProcessingContext
picsellia_cv_engine.core.contexts.common.picsellia_context.PicselliaContext --> picsellia_cv_engine.core.contexts.processing.common.local_picsellia_context.PicselliaLocalProcessingContext
click picsellia_cv_engine.core.contexts.processing.dataset.local_context.LocalDatasetProcessingContext href "" "picsellia_cv_engine.core.contexts.processing.dataset.local_context.LocalDatasetProcessingContext"
click picsellia_cv_engine.core.contexts.processing.common.local_picsellia_context.PicselliaLocalProcessingContext href "" "picsellia_cv_engine.core.contexts.processing.common.local_picsellia_context.PicselliaLocalProcessingContext"
click picsellia_cv_engine.core.contexts.common.picsellia_context.PicselliaContext href "" "picsellia_cv_engine.core.contexts.common.picsellia_context.PicselliaContext"
Local context for testing a processing pipeline without executing a real job on Picsellia.
Can create or retrieve dataset versions and model versions as needed.
Methods:
| Name | Description |
|---|---|
to_dict |
Convert context to a dictionary for logging or serialization. |
get_dataset_version |
|
get_model_version |
|
get_or_create_target_dataset_version |
|
Attributes:
| Name | Type | Description |
|---|---|---|
download_annotations |
|
|
job_type |
|
|
asset_ids |
|
|
target |
|
|
input_dataset_version_id |
str
|
|
target_version_name |
str
|
|
model_version_id |
str | None
|
|
api_token |
|
|
host |
|
|
organization_id |
|
|
organization_name |
|
|
client |
|
|
working_dir |
str
|
|
target_id |
|
|
parameters |
dict[str, Any]
|
|
inputs |
|
|
use_id |
|
|
processing_parameters |
TParameters
|
|
download_annotations = download_annotations
instance-attribute
¶
job_type = job_type
instance-attribute
¶
asset_ids = None
instance-attribute
¶
target = self.client.get_dataset_version_by_id(id=(self.target_id))
instance-attribute
¶
input_dataset_version_id
property
¶
target_version_name
property
¶
model_version_id
property
¶
api_token = api_token or os.getenv('api_token')
instance-attribute
¶
host = host or os.getenv('host', 'https://app.picsellia.com')
instance-attribute
¶
organization_id = organization_id or os.getenv('organization_id')
instance-attribute
¶
organization_name = organization_name or os.getenv('organization_name')
instance-attribute
¶
client = self._initialize_client()
instance-attribute
¶
working_dir
property
¶
target_id = target_id
instance-attribute
¶
parameters = parameters_dict if parameters_dict is not None else {}
instance-attribute
¶
inputs = inputs
instance-attribute
¶
use_id = use_id
instance-attribute
¶
processing_parameters = processing_parameters_cls(log_data=(self.parameters))
instance-attribute
¶
to_dict()
¶
Convert context to a dictionary for logging or serialization.