core.contexts.processing.dataset.local_processing_context

local_processing_context

Classes:

Name	Description
LocalProcessingContext	Local context for testing a processing pipeline without executing a real job on Picsellia.

LocalProcessingContext(processing_parameters_cls, processing_parameters=None, api_token=None, host=None, organization_id=None, organization_name=None, job_id=None, job_type=None, input_dataset_version_id=None, output_dataset_version_id=None, output_dataset_version_name=None, use_id=True, download_annotations=True, model_version_id=None, working_dir=None)

Bases: PicselliaContext, Generic[TParameters]

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
get_dataset_version	Fetch a dataset version by its ID.
get_model_version	Fetch a model version by its ID.
to_dict	Convert context to a dictionary for logging or serialization.

Attributes:

Name	Type	Description
job_id
job_type
input_dataset_version_id
output_dataset_version_id
model_version_id
input_dataset_version
output_dataset_version
model_version
processing_parameters
use_id
download_annotations
working_dir	str	Return the working directory for this job.
api_token
host
organization_id
organization_name
client

job_id = job_id instance-attribute

job_type = job_type instance-attribute

input_dataset_version_id = input_dataset_version_id instance-attribute

output_dataset_version_id = output_dataset_version_id instance-attribute

model_version_id = model_version_id instance-attribute

input_dataset_version = self.get_dataset_version(self.input_dataset_version_id) instance-attribute

output_dataset_version = self.get_dataset_version(self.output_dataset_version_id) instance-attribute

model_version = self.get_model_version() instance-attribute

processing_parameters = processing_parameters_cls(log_data=processing_parameters or {}) instance-attribute

use_id = use_id instance-attribute

download_annotations = download_annotations instance-attribute

working_dir property

Return the working directory for this job.

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

get_dataset_version(dataset_version_id)

Fetch a dataset version by its ID.

get_model_version()

Fetch a model version by its ID.

to_dict()

Convert context to a dictionary for logging or serialization.