core.contexts.processing.dataset.picsellia_processing_context

picsellia_processing_context

Classes:

Name	Description
PicselliaProcessingContext	Context for processing jobs in Picsellia using dataset versions and optional model version.

PicselliaProcessingContext(processing_parameters_cls, api_token=None, host=None, organization_id=None, organization_name=None, job_id=None, use_id=True, download_annotations=True, working_dir=None)

Bases: PicselliaContext, Generic[TParameters]

Context for processing jobs in Picsellia using dataset versions and optional model version.

Methods:

Name	Description
to_dict	Convert the context to a dictionary representation.
get_dataset_version	Fetch a dataset version by its ID.
get_model_version	Fetch a model version by its ID.

Attributes:

Name	Type	Description
job_id
job
job_type
job_context
input_dataset_version
output_dataset_version
model_version
use_id
download_annotations
processing_parameters
working_dir	str	Return the working directory path for the job.
input_dataset_version_id	str	Return the input dataset version ID, or raise if missing.
model_version_id	str | None	Return the model version ID, or raise if required and missing.
output_dataset_version_id	str | None	Return the output dataset version ID, falling back to input if needed.
api_token
host
organization_id
organization_name
client

job_id = job_id or os.environ.get('job_id') instance-attribute

job = self._initialize_job() instance-attribute

job_type = self.job.sync()['type'] instance-attribute

job_context = self._initialize_job_context() 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

use_id = use_id instance-attribute

download_annotations = download_annotations instance-attribute

processing_parameters = processing_parameters_cls(log_data=self.job_context['parameters']) instance-attribute

working_dir property

Return the working directory path for the job.

input_dataset_version_id property

Return the input dataset version ID, or raise if missing.

model_version_id property

Return the model version ID, or raise if required and missing.

output_dataset_version_id property

Return the output dataset version ID, falling back to input if needed.

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

to_dict()

Convert the context to a dictionary representation.

get_dataset_version(dataset_version_id)

Fetch a dataset version by its ID.

get_model_version()

Fetch a model version by its ID.