def GET(self):
web.header('Content-Type', 'application/json')
#get policy history (used in table display on a Profile page)
policy_history = policies_model.get_policy_history(context.user_id())
#get risks, costs for all months played by a user (used in graphs display on a Profile page)
userid = context.user_id()
scores = db.select('scores',
where='userid=$userid',
order="date ASC",
vars=locals())
scores_result = []
for row in scores:
tmp = {}
for key, value in row.iteritems():
tmp[key] = str(value)
scores_result.append(tmp)
history = json.dumps({
'policy_history': json.dumps(policy_history),
'graph_data': json.dumps(scores_result)
})
if history:
return history
def GET(self):
web.header('Content-Type', 'application/json')
#get policy history (used in table display on a Profile page)
policy_history = policies_model.get_policy_history(context.user_id())
#get risks, costs for all months played by a user (used in graphs display on a Profile page)
userid = context.user_id()
scores = db.select('scores', where='userid=$userid', order="date ASC", vars=locals())
scores_result = []
for row in scores:
tmp = {}
for key, value in row.iteritems():
tmp[key] = str(value)
scores_result.append(tmp)
history = json.dumps(
{
'policy_history': json.dumps(policy_history),
'graph_data': json.dumps(scores_result)
}
)
if history:
return history
def GET(self, id=0):
"""
If given ID, returns dump of incident details.
TODO: Should probably return also incident context (employee, location, ...) details
"""
if id != 0:
web.header('Content-Type', 'application/json')
return json.dumps(model.get_incident(ident=id))
prev_policies = policies_model.get_policy_history(context.user_id(),
latest=True)
# Controllers (and the server as a whole) should not know about the way data is predicted.
# Regardless how it works, the simulation should appear to the outside
# as one model that takes a policy and returns an incident
for policy in prev_policies:
policy_context = {
"employees": [policy['employee']],
"locations": [policy['location']],
"devices": [policy['device']]
}
related = sim_model().request(policy, policy_context)
most_probable = model.get_most_probable(related)
return most_probable['name']
def GET(self, id=0):
"""
If given ID, returns dump of incident details.
TODO: Should probably return also incident context (employee, location, ...) details
"""
if id != 0:
web.header('Content-Type', 'application/json')
return json.dumps(model.get_incident(ident=id))
prev_policies = policies_model.get_policy_history(context.user_id(), latest=True)
# Controllers (and the server as a whole) should not know about the way data is predicted.
# Regardless how it works, the simulation should appear to the outside
# as one model that takes a policy and returns an incident
for policy in prev_policies:
policy_context = {
"employees": [policy['employee']],
"locations": [policy['location']],
"devices":[policy['device']]}
related = sim_model().request(policy, policy_context)
most_probable = model.get_most_probable(related)
return most_probable['name']
def GET(self):
last_policy = policies_model.get_policy_history(context.user_id(), latest=True)
# TODO here taking only the first one. should actually handle all 27 (3x3x3) of them
last_policy = last_policy[0]
print classifier_sklearn().predict_data(last_policy)[0]
return classifier_sklearn().predict_data(last_policy)[0]
def GET(self):
policy_history = policies_model.get_policy_history(context.user_id())
if policy_history:
return json.dumps(policy_history)