Testbed SDK API Reference

Note

See the Glossary for the meaning of the acronyms used in this guide.

generics

fit_estimator(estimator, x, y, **kwargs)
estimator_predict(estimator, x, **kwargs)

utilities

contexts.plugin_dirs([dirs])
decorators.require_package(name[, ...])
logging.attach_stdout_stream_handler(as_json)
logging.clear_logger_handlers(logger)
logging.configure_structlog()
logging.set_logging_level(level[, logger])
logging.StderrLogStream(as_json)
logging.StdoutLogStream(as_json)
paths.set_path_ext(filepath, ext)

exceptions

ARTDependencyError	Method/function depends on the "art" package.
CryptographyDependencyError	Method/function depends on the "cryptography" package.
EstimatorPredictGenericPredTypeError	Unknown pred_type argument passed to estimator_predict.
PrefectDependencyError	Method/function depends on the "prefect" package.
TensorflowDependencyError	Method/function depends on the "tensorflow" package.
UnknownPackageError	PyPlugs could not import the given package.
UnknownPluginError	PyPlugs could not locate the given plugin.
UnknownPluginFunctionError	PyPlugs could not locate the given function within a plugin.

pyplugs

pyplugs.register()	Decorator for registering a new plug-in
pyplugs.task_nout(nout)
pyplugs.names(package)	List all plug-ins in one package
pyplugs.funcs(package, plugin)	List all functions in one plug-in
pyplugs.info(package, plugin[, func])	Get information about a plug-in
pyplugs.exists(package, plugin)	Check if a given plugin exists
pyplugs.get(package, plugin[, func])	Get a given plugin
pyplugs.call(package, plugin[, func])	Call the given plugin
pyplugs.get_task(package, plugin[, func])	Get a given plugin wrapped as a prefect task
pyplugs.call_task(package, plugin[, func])	Call the given plugin as a prefect task
pyplugs.names_factory(package)	Create a names() function for one package
pyplugs.funcs_factory(package)	Create a funcs() function for one package
pyplugs.info_factory(package)	Create a info() function for one package
pyplugs.exists_factory(package)	Create an exists() function for one package
pyplugs.get_factory(package)	Create a get() function for one package
pyplugs.call_factory(package)	Create a call() function for one package
pyplugs.get_task_factory(package)	Create a get_task() function for one package
pyplugs.call_task_factory(package)	Create a call_task() function for one package

rq

tasks.run_mlflow_task(workflow_uri, ...[, ...])

cryptography

common.load_payload(filepath)	Load the payload contents
keygen.generate_rsa_key_pair([...])	Generate a public/private key pair using the RSA algorithm
keygen.save_private_key(private_key, filepath)	Save the private RSA key to a file
keygen.save_public_key(public_key, filepath)	Save the public RSA key to a file
sign.load_private_key(filepath)	Load the private RSA key from a file
sign.sign_payload(payload, private_key, filepath)	Sign the payload
verify.load_public_key(filepath)	Load the public RSA key from a file
verify.load_signature(filepath)	Load the signature
verify.verify_payload(payload, signature, ...)	Verify the payload signature