Python TrackingStoreRegistry.register Exemples

Exemple #1

Fichier : test_utils.py Projet : vishalbelsare/mlflow

def test_plugin_registration():
    tracking_store = TrackingStoreRegistry()

    test_uri = "mock-scheme://fake-host/fake-path"
    test_scheme = "mock-scheme"

    mock_plugin = mock.Mock()
    tracking_store.register(test_scheme, mock_plugin)
    assert test_scheme in tracking_store._registry
    assert tracking_store.get_store(test_uri) == mock_plugin.return_value
    mock_plugin.assert_called_once_with(store_uri=test_uri, artifact_uri=None)

Exemple #2

Fichier : utils.py Projet : anjosma/mlflow_experiments

        ignore_tls_verification=os.environ.get(_TRACKING_INSECURE_TLS_ENV_VAR) == 'true',
        client_cert_path=os.environ.get(_TRACKING_CLIENT_CERT_PATH_ENV_VAR),
        server_cert_path=os.environ.get(_TRACKING_SERVER_CERT_PATH_ENV_VAR),
    )


def _get_rest_store(store_uri, **_):
    return RestStore(partial(_get_default_host_creds, store_uri))


def _get_databricks_rest_store(store_uri, **_):
    return DatabricksRestStore(lambda: get_databricks_host_creds(store_uri))


_tracking_store_registry = TrackingStoreRegistry()
_tracking_store_registry.register('', _get_file_store)
_tracking_store_registry.register('file', _get_file_store)
_tracking_store_registry.register('databricks', _get_databricks_rest_store)

for scheme in ['http', 'https']:
    _tracking_store_registry.register(scheme, _get_rest_store)

for scheme in DATABASE_ENGINES:
    _tracking_store_registry.register(scheme, _get_sqlalchemy_store)

_tracking_store_registry.register_entrypoints()


def _get_store(store_uri=None, artifact_uri=None):
    return _tracking_store_registry.get_store(store_uri, artifact_uri)

Exemple #3

Fichier : utils.py Projet : usedata-analytics/usedata-mlflow

        == "true",
        client_cert_path=os.environ.get(_TRACKING_CLIENT_CERT_PATH_ENV_VAR),
        server_cert_path=os.environ.get(_TRACKING_SERVER_CERT_PATH_ENV_VAR),
    )


def _get_rest_store(store_uri, **_):
    return RestStore(partial(_get_default_host_creds, store_uri))


def _get_databricks_rest_store(store_uri, **_):
    return DatabricksRestStore(lambda: get_databricks_host_creds(store_uri))


_tracking_store_registry = TrackingStoreRegistry()
_tracking_store_registry.register("", _get_file_store)
_tracking_store_registry.register("file", _get_file_store)
_tracking_store_registry.register("databricks", _get_databricks_rest_store)

for scheme in ["http", "https"]:
    _tracking_store_registry.register(scheme, _get_rest_store)

for scheme in DATABASE_ENGINES:
    _tracking_store_registry.register(scheme, _get_sqlalchemy_store)

_tracking_store_registry.register_entrypoints()


def _get_store(store_uri=None, artifact_uri=None):
    return _tracking_store_registry.get_store(store_uri, artifact_uri)