def get_attributes(self):
"""
Gets all attributes from this dataset.
Returns
-------
dict of str to {None, bool, float, int, str}
Names and values of all attributes.
"""
self._refresh_cache()
return _utils.unravel_key_values(self._msg.attributes)
def __repr__(self):
self._refresh_cache()
msg = self._msg
return '\n'.join((
"name: {}".format(msg.name),
"url: {}://{}/{}/datasets/{}/summary".format(self._conn.scheme, self._conn.socket, self.workspace, self.id),
"time created: {}".format(_utils.timestamp_to_str(int(msg.time_created))),
"time updated: {}".format(_utils.timestamp_to_str(int(msg.time_updated))),
"description: {}".format(msg.description),
"tags: {}".format(msg.tags),
"attributes: {}".format(_utils.unravel_key_values(msg.attributes)),
"id: {}".format(msg.id),
))
def __repr__(self):
self._refresh_cache()
msg = self._msg
return '\n'.join((
"version: {}".format(msg.version),
# TODO: "url: {}://{}/{}/datasets/{}/summary".format(self._conn.scheme, self._conn.socket, self.workspace, self.id),
"time created: {}".format(
_utils.timestamp_to_str(int(msg.time_logged))),
"time updated: {}".format(
_utils.timestamp_to_str(int(msg.time_updated))),
"description: {}".format(msg.description),
"tags: {}".format(msg.tags),
"attributes: {}".format(_utils.unravel_key_values(msg.attributes)),
"id: {}".format(msg.id),
"content:",
"{}".format(self.get_content()), # TODO: increase indentation
))
def get_attributes(self):
"""
Gets all attributes from this Model Version.
Returns
-------
dict of str to {None, bool, float, int, str}
Names and values of all attributes.
"""
self._refresh_cache()
attributes = _utils.unravel_key_values(self._msg.attributes)
for key, attribute in attributes.items():
try:
attributes[key] = data_types._VertaDataType._from_dict(
attribute)
except (KeyError, TypeError, ValueError):
pass
return attributes
def __repr__(self):
self._refresh_cache()
msg = self._msg
artifact_keys = self.get_artifact_keys()
if self.has_model:
artifact_keys.append(self._MODEL_KEY)
return "\n".join((
"version: {}".format(msg.version),
"stage: {}".format(self.stage),
"lock level: {}".format(
_RegistryService.ModelVersionLockLevelEnum.
ModelVersionLockLevel.Name(msg.lock_level).lower()),
"url: {}://{}/{}/registry/{}/versions/{}".format(
self._conn.scheme,
self._conn.socket,
self.workspace,
self.registered_model_id,
self.id,
),
"time created: {}".format(
_utils.timestamp_to_str(int(msg.time_created))),
"time updated: {}".format(
_utils.timestamp_to_str(int(msg.time_updated))),
"description: {}".format(msg.description),
"labels: {}".format(msg.labels),
"attributes: {}".format({
key: val
for key, val in _utils.unravel_key_values(
msg.attributes).items()
if not key.startswith(_deployable_entity._INTERNAL_ATTR_PREFIX)
}),
"id: {}".format(msg.id),
"registered model id: {}".format(msg.registered_model_id),
"experiment run id: {}".format(msg.experiment_run_id),
# "archived status: {}".format(msg.archived == _CommonCommonService.TernaryEnum.TRUE),
"artifact keys: {}".format(artifact_keys),
))