Added a column type for handling foreign keys in grid views.
[philo.git] / contrib / sobol / models.py
index cd9b698..b653c09 100644 (file)
@@ -1,8 +1,10 @@
 from django.conf.urls.defaults import patterns, url
 from django.contrib import messages
+from django.core.exceptions import ValidationError
 from django.db import models
-from django.http import HttpResponseRedirect, Http404
+from django.http import HttpResponseRedirect, Http404, HttpResponse
 from django.utils import simplejson as json
+from django.utils.datastructures import SortedDict
 from philo.contrib.sobol import registry
 from philo.contrib.sobol.forms import SearchForm
 from philo.contrib.sobol.utils import HASH_REDIRECT_GET_KEY, URL_REDIRECT_GET_KEY, SEARCH_ARG_GET_KEY, check_redirect_hash
@@ -23,51 +25,50 @@ class Search(models.Model):
        def __unicode__(self):
                return self.string
        
-       def get_favored_results(self, error=5):
-               """Calculate the set of most-favored results. A higher error
-               will cause this method to be more reticent about adding new
-               items."""
-               results = self.result_urls.values_list('pk', 'url',)
-               
-               result_dict = {}
-               for pk, url in results:
-                       result_dict[pk] = {'url': url, 'value': 0}
-               
-               clicks = Click.objects.filter(result__pk__in=result_dict.keys()).values_list('result__pk', 'datetime')
-               
-               now = datetime.datetime.now()
-               
-               def datetime_value(dt):
-                       days = (now - dt).days
-                       if days < 0:
-                               raise ValueError("Click dates must be in the past.")
-                       if days == 0:
-                               value = 1.0
-                       else:
-                               value = 1.0/days**2
-                       return value
-               
-               for pk, dt in clicks:
-                       value = datetime_value(dt)
-                       result_dict[pk]['value'] += value
-               
-               #TODO: is there a reasonable minimum value for consideration?
-               subsets = {}
-               for d in result_dict.values():
-                       subsets.setdefault(d['value'], []).append(d)
-               
-               # Now calculate the result set.
-               results = []
+       def get_weighted_results(self, threshhold=None):
+               "Returns this search's results ordered by decreasing weight."
+               if not hasattr(self, '_weighted_results'):
+                       result_qs = self.result_urls.all()
+                       
+                       if threshhold is not None:
+                               result_qs = result_qs.filter(counts__datetime__gte=threshhold)
+                       
+                       results = [result for result in result_qs]
+                       
+                       results.sort(cmp=lambda x,y: cmp(y.weight, x.weight))
+                       
+                       self._weighted_results = results
                
-               def cost(value):
-                       return error*sum([(value - item['value'])**2 for item in results])
+               return self._weighted_results
+       
+       def get_favored_results(self, error=5, threshhold=None):
+               """
+               Calculate the set of most-favored results. A higher error
+               will cause this method to be more reticent about adding new
+               items.
                
-               for value, subset in sorted(subsets.items(), cmp=lambda x,y: cmp(y[0], x[0])):
-                       if value > cost(value):
-                               results += subset
-                       else:
-                               break
-               return results
+               The thought is to see whether there are any results which
+               vastly outstrip the other options. As such, evenly-weighted
+               results should be grouped together and either added or
+               excluded as a group.
+               """
+               if not hasattr(self, '_favored_results'):
+                       results = self.get_weighted_results(threshhold)
+                       
+                       grouped_results = SortedDict()
+                       
+                       for result in results:
+                               grouped_results.setdefault(result.weight, []).append(result)
+                       
+                       self._favored_results = []
+                       
+                       for value, subresults in grouped_results.items():
+                               cost = error * sum([(value - result.weight)**2 for result in self._favored_results])
+                               if value > cost:
+                                       self._favored_results += subresults
+                               else:
+                                       break
+               return self._favored_results
        
        class Meta:
                ordering = ['string']
@@ -81,6 +82,18 @@ class ResultURL(models.Model):
        def __unicode__(self):
                return self.url
        
+       def get_weight(self, threshhold=None):
+               if not hasattr(self, '_weight'):
+                       clicks = self.clicks.all()
+                       
+                       if threshhold is not None:
+                               clicks = clicks.filter(datetime__gte=threshhold)
+                       
+                       self._weight = sum([click.weight for click in clicks])
+               
+               return self._weight
+       weight = property(get_weight)
+       
        class Meta:
                ordering = ['url']
 
@@ -92,6 +105,23 @@ class Click(models.Model):
        def __unicode__(self):
                return self.datetime.strftime('%B %d, %Y %H:%M:%S')
        
+       def get_weight(self, default=1, weighted=lambda value, days: value/days**2):
+               if not hasattr(self, '_weight'):
+                       days = (datetime.datetime.now() - self.datetime).days
+                       if days < 0:
+                               raise ValueError("Click dates must be in the past.")
+                       default = float(default)
+                       if days == 0:
+                               self._weight = float(default)
+                       else:
+                               self._weight = weighted(default, days)
+               return self._weight
+       weight = property(get_weight)
+       
+       def clean(self):
+               if self.datetime > datetime.datetime.now():
+                       raise ValidationError("Click dates must be in the past.")
+       
        class Meta:
                ordering = ['datetime']
                get_latest_by = 'datetime'
@@ -103,6 +133,8 @@ class SearchView(MultiView):
        enable_ajax_api = models.BooleanField("Enable AJAX API", default=True)
        placeholder_text = models.CharField(max_length=75, default="Search")
        
+       search_form = SearchForm
+       
        def __unicode__(self):
                return u"%s (%s)" % (self.placeholder_text, u", ".join([display for slug, display in registry.iterchoices()]))
        
@@ -116,7 +148,7 @@ class SearchView(MultiView):
                )
                if self.enable_ajax_api:
                        urlpatterns += patterns('',
-                               url(r'^(?P<slug>[\w-]+)', self.ajax_api_view, name='ajax_api_view')
+                               url(r'^(?P<slug>[\w-]+)$', self.ajax_api_view, name='ajax_api_view')
                        )
                return urlpatterns
        
@@ -130,7 +162,7 @@ class SearchView(MultiView):
                context.update(extra_context or {})
                
                if SEARCH_ARG_GET_KEY in request.GET:
-                       form = SearchForm(request.GET)
+                       form = self.search_form(request.GET)
                        
                        if form.is_valid():
                                search_string = request.GET[SEARCH_ARG_GET_KEY].lower()
@@ -164,6 +196,10 @@ class SearchView(MultiView):
                                        context.update({
                                                'searches': search_instances
                                        })
+                               else:
+                                       context.update({
+                                               'searches': [{'verbose_name': verbose_name, 'url': self.reverse('ajax_api_view', kwargs={'slug': slug}, node=request.node)} for slug, verbose_name in registry.iterchoices()]
+                                       })
                else:
                        form = SearchForm()
                
@@ -182,8 +218,7 @@ class SearchView(MultiView):
                        raise Http404
                
                search_instance = self.get_search_instance(slug, search_string)
-               response = json.dumps({
-                       'results': search_instance.results,
-                       'template': search_instance.get_template()
-               })
+               response = HttpResponse(json.dumps({
+                       'results': [result.get_context() for result in search_instance.results],
+               }))
                return response
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