def dashboard(request):
user_obj = User.objects.get(id=request.user.id)
s = xmlrpclib.Server(serverPort, allow_none=True)
#get indices of user's currently flagged ads
flaggedAds=UserFlaggedAds.objects.filter(user=user_obj).values_list('ad_id', flat=True)
#convert to list of integers because django returns long integer
flaggedAds=[int(i) for i in flaggedAds]
#get flagged ads
if len(flaggedAds)>0:
flagged_list=s.QueryInterfaceImpl.rpcGetMultipleAdsByAdIndex(dataset_id,flaggedAds)
obj_list = createObjList(flagged_list)
for result in obj_list:
result.flagged=1
else:
obj_list=[]
user_states = UserLocPref.objects.filter(user=user_obj,type='state')
if user_states.exists():
user_states_list = user_states.values_list('value',flat=True)
else:
user_states_list=[]
user_locs = UserLocPref.objects.filter(user=user_obj,type='location')
if user_locs.exists():
user_loc_list = user_locs.values_list('value',flat=True)
else:
user_loc_list=[]
user_loc_list = [ loc.replace("_"," ") for loc in user_loc_list]
user_pref = UserPreferences.objects.get(user=user_obj)
return render(request,'dashboard.html', {"preferences":user_pref,'resultAds':obj_list,'user': user_obj,"user_locations":", ".join(user_loc_list),"user_states":", ".join(user_states_list)})
def Al_request(request):
if AlRequest.objects.all().count() == 0:
return HttpResponseRedirect('/users/')
#create the set of ad ids that should not be shown to the user
#-first remove all ads that the user has already seen
id_set=set(AlResponse.objects.filter(user_id =request.user.id).values_list('ads_id', flat=True))
#-remove all ads that have reached the label limit, i.e. they have been labeled 5 times. gt means greater than
id_set.update(AlResponse.objects.values('ads_id').annotate(num_ads=Count('ads_id')).filter(num_ads__gt=5).values_list('ads_id', flat=True))
#-lastly remove all ads that will be banked, i.e. more then one answer is positive or negative
id_set.update(AlResponse.objects.values('ads_id').filter(response=1).annotate(num_ads=Count('ads_id')).filter(num_ads__gt=2).values_list('ads_id', flat=True))
id_set.update(AlResponse.objects.values('ads_id').filter(response=-1).annotate(num_ads=Count('ads_id')).filter(num_ads__gt=2).values_list('ads_id', flat=True))
ads_to_show=AlRequest.objects.values('ads_id').exclude(ads_id__in=list(id_set)).order_by('uncertainty')[:3]
ads_index_list=ads_to_show.values_list('ads_id', flat=True)
if len(ads_index_list)>0:
s = xmlrpclib.Server(serverPort, allow_none=True)
ad_list = []
for i in ads_index_list:
targetAd = s.QueryInterfaceImpl.rpcGetAdByAdIndex(dataset_id, i)
ad_list.extend(targetAd)
obj_list = createObjList(ad_list)
AdsJSON=json.dumps([ads.__dict__ for ads in obj_list])
return render(request,'activelearning.html', {"resultAdsJSON":AdsJSON}, context_instance=RequestContext(request))
else:
return HttpResponseRedirect('/users/')
def ads_for_image(request):
if len(request.POST.values())==0:
return redirect('/simsearch/')
s = xmlrpclib.Server(serverPort, allow_none=True)
user_obj = User.objects.get(id=request.user.id)
user_pref = UserPreferences.objects.get(user=user_obj)
image = request.POST.get('image','')
k = image.rfind('/')
img = image[k+1:]
obj_list = createObjList(s.QueryInterfaceImpl.rpcGetAdsMatchingImage(dataset_id,img,200))
obj_list = checkForFlaggedAds(obj_list,request.user.id)
return render(request, "allads.html", {"resultAds":obj_list,"preferences":user_pref,"image":image})
def ht(request):
s = xmlrpclib.Server(serverPort, allow_none=True)
loc_list = s.QueryInterfaceImpl.rpcGetValues("Location", dataset_id)
regions=Regions.objects.defer("id").order_by('short')#.values_list('short', flat=True)
regions_lookup={}
for r in regions:
regions_lookup[r.short]=r.long
regions_lookup=json.dumps(regions_lookup)
user_obj = User.objects.get(id=request.user.id)
# get user state and location preferences
user_pref = UserPreferences.objects.get(user=user_obj)
user_states = UserLocPref.objects.filter(user=user_obj,type='state').values_list('value',flat=True)
user_locs = UserLocPref.objects.filter(user=user_obj,type='location').values_list('value',flat=True)
# see if user wants result for other location
reqstates=request.GET.getlist("State")
reqlocs=request.GET.getlist("Location")
if '' in reqstates:
reqstates.remove('')
if '' in reqlocs:
reqlocs.remove('')
if len(reqstates)>0:
query_states=reqstates
query_locs=reqlocs
else:
query_states=user_states
query_locs=user_locs
# convert from unicode strings to strings
query_states=[x.encode('UTF8') for x in query_states]
query_locs=[x.encode('UTF8') for x in query_locs]
# execute search
result_dict=s.QueryInterfaceImpl.rpcGetLocationFilteredMostLikelyTraffickingAds(dataset_id, 100, query_states, query_locs)
obj_list = createObjList(result_dict["searchResult"])
if len(query_locs)>0:
resultLocation= ", ".join(query_locs)+" in "+ ", ".join(query_states)
else:
resultLocation=",".join(query_states)
if not len(obj_list) >0:
return render(request, 'ht.html', {"user_locations":", ".join(user_locs),
"user_states":", ".join(user_states),"resultLocation":resultLocation,"preferences":user_pref,"regions":regions,
"location_list":loc_list,"regions_lookup":regions_lookup,"resultLocation":resultLocation})
obj_list = checkForFlaggedAds(obj_list,request.user.id)
paginator = Paginator(obj_list, len(obj_list))
page = request.GET.get("page")
try:
ads = paginator.page(page)
except PageNotAnInteger:
ads = paginator.page(1)
except EmptyPage:
ads = paginator.page(paginator.num_pages)
# statistics for map display and timeline
jsonStr="".join(result_dict["resultStat"])
geoloc = []
if len(jsonStr) > 0 :
statsJsonSparse=json.loads(jsonStr)
#get all locations first so database call is only executed once
locations = [location.encode('UTF8') for location in statsJsonSparse]
currentLocations = LocationsGeo.objects.filter(location__in=locations)
gappend=geoloc.append
for loc in currentLocations:
gappend({'lat': float(loc.lat), 'lon' : float(loc.lon),'obs':statsJsonSparse[loc.location]})
geoloc=json.dumps(geoloc)
#get dates for which data is available
date_dict = s.QueryInterfaceImpl.rpcGetDatasetDates(dataset_id)
pageGet=re.sub(r'(page=\d+\&{0,1})','',request.GET.urlencode())
return render(request, 'ht.html', {'resultAds':ads,"total":result_dict["adStat"][0],"shown":result_dict["adStat"][1],
"count_data":geoloc,"user_locations":", ".join(user_locs),'pageGet':pageGet,
"user_states":", ".join(user_states),"resultLocation":resultLocation,"preferences":user_pref,"regions":regions,
"location_list":loc_list,"regions_lookup":regions_lookup,"StartDate":date_dict["StartDate"]})