def get_results(self, experiment=None):
if not os.path.exists(".openmined/grid/experiments.json") and self.jobId is None:
raise Exception("There are no saved experiments and you have not submitted a job.")
if not os.path.exists(".openmined/grid/experiments.json") and experiment is None:
raise Exception("There are no saved experiments. Submit a job first.")
usedJob = None
if not experiment is None:
if not os.path.exists(".openmined/grid/experiments.json"):
raise Exception("There are no saved experiments.")
with open('.openmined/grid/experiments.json', 'r') as outfile:
d = json.loads(outfile.read())
for __experiment in d:
if experiment == __experiment["uuid"]:
usedJob = __experiment["jobId"]
if usedJob is None and not experiment is None:
raise Exception(f"No experiments matching {Fore.GREEN}{experiment}{Style.RESET_ALL}")
if usedJob is None and not self.jobId is None:
usedJob = self.jobId
if usedJob is None:
raise Exception("There are no saved experiments and you have not submitted a job.")
results = self.controller.send_json({
"objectType": "Grid",
"functionCall": "getResults",
"experimentId": usedJob
})
modelIds = json.loads(results)
return ExperimentResults(list(map(lambda id: nn.Sequential(id=id), modelIds)))
def getResults(self):
results = self.controller.send_json({
"objectType": "Grid",
"functionCall": "getResults",
"experimentId": self.jobId
})
modelIds = json.loads(results)
return ExperimentResults(
list(map(lambda id: nn.Sequential(id=id), modelIds)))
def __init__(self):
self.syft = nn.Sequential()
self.layers = list()
self.compiled = False
def __init__(self):
self.syft = nn.Sequential()
