def test_check(request,id,tid):
#get controller api
api=ControllerAPI(request)
report=api.gettaskresults(tid)
#if ready, get urls
if report[0]["status"]=="complete":
#get test case
data=TestCase.get(id=id)
#set data
data.data=report[0]["result"]
#if batch, prepare the reference items
if data.batch is not None:
for index in range(len(data.data)):
#find the batch reference data for this item
xmlitem=data.data[index]['meta.xmlitem']
for batch in data.batch:
if batch['merchant']['merchantId']==xmlitem['merchant']['merchantId'] and batch['merchantItemId']==xmlitem['merchantItemId']:
#create merchantItem with values from the xml as reference
item=MerchantItem()
item.merchantItemTitle=xmlitem["merchantItemTitle"]
item.brand=xmlitem["brand"]
item.mpnValue=xmlitem["mpnValue"]
item.item={"itemId":batch["item"]["itemId"]}
data.data[index]["meta.refitem"]=item.to_dict()
#update
data.status=TestCase.STATUS_READY
data.save()
#return authentication
return HttpResponse( AIResponse(data=data.data).serialize() )
def system_report_test(request,id):
def spread(match):
diff=match["scores"][0]-(match["scores"][1] if len(match["scores"])>1 else 0)
if len(match["scores"])>1:
spread=diff/(float(sum(match["scores"][1:5]))/len(match["scores"][1:5]))
else:
spread=diff
return spread
#get controller api
api=ControllerAPI(request)
report=api.gettaskresults(id)
#get stats
stats={}
for task in report:
dataset=task["stats"]["test"]["matches"]
#direct successful matches
stats["direct_success"]=[]
#match score
stats["direct_success"].append( [match["scores"][0] for match in dataset if (match["match"] is True and match["direct"] and match["success"]) ] )
#2nd best score
stats["direct_success"].append( [(match["scores"][1] if len(match["scores"])>1 else 0) for match in dataset if (match["match"] is True and match["direct"] and match["success"]) ] )
#direct successful spread
stats["direct_success_spread"]=[]
#match spread
stats["direct_success_spread"].append( [spread(match) for match in dataset if (match["match"] is True and match["direct"] and match["success"]) ] )
#direct failed matches
stats["direct_fail"]=[]
#match score
stats["direct_fail"].append( [match["scores"][0] for match in dataset if (match["match"] is True and match["direct"] and match["success"] is False) ] )
#2nd best score
stats["direct_fail"].append( [(match["scores"][1] if len(match["scores"])>1 else 0) for match in dataset if (match["match"] is True and match["direct"] and match["success"] is False) ] )
#reference item score
stats["direct_fail"].append( [match["ref"] for match in dataset if (match["match"] is True and match["direct"] and match["success"] is False) ] )
#direct failed match spread
stats["direct_fail_spread"]=[]
#match spread
stats["direct_fail_spread"].append( [spread(match) for match in dataset if (match["match"] is True and match["direct"] and match["success"] is False) ] )
#template context
context=_get_context(request,section="common",content="content_task_test",report=report,stats=stats)
#render
return HttpResponse( get_template('template_cpanel.html').render(Context(context)) )
def system_report_results(request,id):
#get controller api
api=ControllerAPI(request)
report=api.gettaskresults(id)
#template context
context=_get_context(request,section="admin",content="content_task_results",report=report)
#render
return HttpResponse( get_template('template_cpanel.html').render(Context(context)) )
def training_check(request,id,tid): #get controller api api=ControllerAPI(request) report=api.gettaskresults(tid) #if ready, get urls if report[0]["status"]=="complete": #get ML data data=MLCase.get(id=id) #set data data.data=report[0]["result"] #update data.status=MLCase.STATUS_READY data.save() #return authentication return HttpResponse( AIResponse(data=data.data).serialize() )
