def reconcile(self, status):
if settings.RECONCILE_URL:
self.transport.post(
url=self.auth.build_url(self.config.base_url,
settings.RECONCILE_URL),
json_data={
"status": status,
"created_at": str(utc.localize(datetime.utcnow())),
},
)
def reconcile(self, status):
if settings.INTERNAL_RECONCILE_URL:
self.transport.post(url=self.auth.build_url(
self.api_config.base_url, settings.INTERNAL_RECONCILE_URL),
json_data={
'status':
status,
'created_at':
str(utc.localize(datetime.utcnow()))
})
def create_metric(self,
username,
project_name,
experiment_id,
values,
created_at=None,
background=False,
periodic=False):
request_url = self.build_url(self._get_http_url(), username,
project_name, 'experiments',
experiment_id, 'metrics')
# Validate metric values
def parse_numbers(value):
if isinstance(value, (int, float, complex, type(None))):
return value
if isinstance(value, np.integer):
return int(value)
if isinstance(value, np.floating):
return float(value)
if hasattr(value, 'item'):
return value.item()
raise PolyaxonClientException(
'Client could not parse the value `{}`, it expects a number.'.
format(value))
json_data = {
'values': {key: parse_numbers(values[key])
for key in values}
}
if created_at:
json_data['created_at'] = str(utc.localize(created_at))
if background:
self.transport.async_post(request_url, json_data=json_data)
return None
if periodic:
self.transport.periodic_post(request_url, json_data=json_data)
return None
try:
response = self.transport.post(request_url, json_data=json_data)
return self.prepare_results(response_json=response.json(),
config=ExperimentMetricConfig)
except PolyaxonClientException as e:
self.transport.handle_exception(
e=e, log_message='Error while retrieving experiment status.')
return None