def describe_studie(args):
client = AdvisorClient()
study = client.get_study_by_name(args.study_name)
# Print study
table = PrettyTable()
table.field_names = [
"Id", "Name", "Algorithm", "Status", "Create", "Updated"
]
table.add_row([
study.id, study.name, study.algorithm, study.status, study.created_time,
study.updated_time
])
print(table)
# Print study configuration
"""
table = PrettyTable()
table.field_names = ["Configuration"]
table.add_row([study.study_configuration])
print(table)
"""
pprint.pprint(json.loads(study.study_configuration))
# Print related trials
study_trials = client.list_trials(args.study_name)
if (len(study_trials)) > 0:
print_trials_as_table(study_trials)
from advisor_client.model import TrialMetric
from advisor_client.client import AdvisorClient
client = AdvisorClient()
# Create Study
name = "Study"
study_configuration = {
"goal":
"MAXIMIZE",
"maxTrials":
5,
"maxParallelTrials":
1,
"params": [{
"parameterName": "hidden1",
"type": "INTEGER",
"minValue": 40,
"maxValue": 400,
"scalingType": "LINEAR"
}]
}
study = client.create_study(name, study_configuration)
print(study)
print(client.list_studies())
trials = client.get_suggestions(study.id, 3)
print(trials)
print(client.list_trials(study.id))
def list_trials(args): client = AdvisorClient() print_trials(client.list_trials(args.study_id))
def list_trials(args): client = AdvisorClient() print_trials_as_table(client.list_trials(args.study_name))
def list_trials(args): client = AdvisorClient() print_trials(client.list_trials(args.study_id))
from advisor_client.model import TrialMetric
from advisor_client.client import AdvisorClient
client = AdvisorClient()
# Create Study
name = "Study"
study_configuration = {
"goal":
"MAXIMIZE",
"maxTrials":
5,
"maxParallelTrials":
1,
"params": [{
"parameterName": "hidden1",
"type": "INTEGER",
"minValue": 40,
"maxValue": 400,
"scallingType": "LINEAR"
}]
}
study = client.create_study(name, study_configuration)
print(study)
print(client.list_studies())
trials = client.get_suggestions(study.id, 3)
print(trials)
print(client.list_trials(study.id))