def delete(self, exp_id):
""" Delete an experiment
+--------------------------------------------------------------------+
| Example |
+====================================================================+
| http://example.com/exp/EXP_ID |
+--------------------------------------------------------------------+
:requires: A secure cookie obtained by logging in.
:param int exp_id: The ID of the experiment to be deleted.
:returns: A JSON showing the deleted experiment.
:raises 401: If the experiment does not belong to this user or the exp_id is wrong.
:raises 401: If user is not logged in or if there is no secure cookie available.
"""
if self.get_current_user():
if self.validate_user_experiment(exp_id):
db = Database()
mongo_db = MongoLog()
response = db.delete_experiment(exp_id)
mongo_db.log_deleted_experiment(response)
self.write(json.dumps(response['exp_id']))
else:
raise ExceptionHandler(
reason="Experiment could not be validated.",
status_code=401)
else:
raise ExceptionHandler(reason="Could not validate user.",
status_code=401)
def __init__(self, exp_id, key="notUsedForLoopBack"):
self.db = Database()
self.mongo_db = MongoLog()
self.exp_id = exp_id # sets the experimentID
self.properties = self.db.get_one_experiment(self.exp_id)
self.key = key
self.valid = False # should be taken from Redis
def log_theta():
""" For every experiment, if Theta logging flag is set. Log theta from
redis to mongodb.
"""
redis_db = Database()
mongo_db = MongoLog()
experiment_ids = redis_db.get_experiment_ids()
for experiment_id in experiment_ids:
exp = Experiment(experiment_id)
if exp.properties["hourly_theta"] == "True":
theta = exp.get_theta()
theta["exp_id"] = experiment_id
mongo_db.log_hourly_theta(theta)
def log_theta():
""" For every experiment, if Theta logging flag is set. Log theta from
redis to mongodb.
"""
redis_db = Database()
mongo_db = MongoLog()
experiment_ids = redis_db.get_experiment_ids()
for experiment_id in experiment_ids:
exp = Experiment(experiment_id)
properties = redis_db.get_one_experiment(experiment_id)
if properties['hourlyTheta'] == "True":
theta = exp.get_theta()
theta['exp_id'] = experiment_id
mongo_db.log_hourly_theta(theta)
print("We did it, we stored some stuff!")
def __init__(self, exp_id, key="notUsedForLoopBack"):
self.db = Database()
self.mongo_db = MongoLog()
self.advice_db = Advice()
self.exp_id = exp_id # sets the experimentID
self.properties = self.db.get_one_experiment(self.exp_id)
self.key = key
self.valid = False # should be taken from Redis
self.safe_builtins = builtins.__dict__.copy()
del self.safe_builtins["compile"], \
self.safe_builtins["exec"], \
self.safe_builtins["eval"], \
self.safe_builtins["__import__"]
self.safe_builtins.update({'base' : base, 'numpy' : np, \
'np' : np, 'scipy' : sp, 'sp' : sp, 'bts': bts, \
'lm' : lm, 'lif': lif, 'thompson' : thompson, \
'thmp' : thompson, 'tbl' : thompson_bayesian_linear, \
'random' : random, 'self' : self, \
'Experiment' : Experiment})
