def collect(self, app_id, exp_config=None, bot=False, **kwargs):
"""Collect data for the provided experiment id.
The ``app_id`` parameter must be a valid UUID.
If an existing data file is found for the UUID it will
be returned, otherwise - if the UUID is not already registered -
the experiment will be run and data collected.
See ``run`` method above for other parameters
"""
try:
orig_path = os.getcwd()
new_path = os.path.dirname(
sys.modules[self.__class__.__module__].__file__)
os.chdir(new_path)
results = data_load(app_id)
self.log(
'Data found for experiment {}, retrieving.'.format(app_id),
key="Retrieve:")
return results
except IOError:
self.log(
'Could not fetch data for id: {}, checking registry'.format(
app_id),
key="Retrieve:")
finally:
os.chdir(orig_path)
exp_config = exp_config or {}
if is_registered(app_id):
raise RuntimeError(
'The id {} is registered, '.format(app_id) +
'but you do not have permission to access to the data')
elif kwargs.get('mode') == 'debug' or exp_config.get(
'mode') == 'debug':
raise RuntimeError(
'No remote or local data found for id {}'.format(app_id))
try:
assert isinstance(uuid.UUID(app_id, version=4), uuid.UUID)
except (ValueError, AssertionError):
raise ValueError('Invalid UUID supplied {}'.format(app_id))
self.log(
'{} appears to be a new experiment id, running experiment.'.format(
app_id),
key="Retrieve:")
return self.run(exp_config, app_id, bot, **kwargs)
def collect(self, app_id, exp_config=None, bot=False, **kwargs):
"""Collect data for the provided experiment id.
The ``app_id`` parameter must be a valid UUID.
If an existing data file is found for the UUID it will
be returned, otherwise - if the UUID is not already registered -
the experiment will be run and data collected.
See :meth:`~Experiment.run` method for other parameters.
"""
try:
results = data_load(app_id)
self.log(
"Data found for experiment {}, retrieving.".format(app_id),
key="Retrieve:",
)
return results
except IOError:
self.log(
"Could not fetch data for id: {}, checking registry".format(
app_id),
key="Retrieve:",
)
exp_config = exp_config or {}
if is_registered(app_id):
raise RuntimeError(
"The id {} is registered, ".format(app_id) +
"but you do not have permission to access to the data")
elif kwargs.get("mode") == "debug" or exp_config.get(
"mode") == "debug":
raise RuntimeError(
"No remote or local data found for id {}".format(app_id))
try:
assert isinstance(uuid.UUID(app_id, version=4), uuid.UUID)
except (ValueError, AssertionError):
raise ValueError("Invalid UUID supplied {}".format(app_id))
self.log(
"{} appears to be a new experiment id, running experiment.".format(
app_id),
key="Retrieve:",
)
return self.run(exp_config, app_id, bot, **kwargs)