public static void Initialize(string instance)
{
var defaultBehaviorWeights = new Dictionary <string, float>
{
{ BehaviorTypes.View, .5f },
{ BehaviorTypes.AddToCart, .7f },
{ BehaviorTypes.Purchase, 1f }
};
foreach (var behaviorType in BehaviorTypes.All())
{
BehaviorStores.Register(instance, behaviorType, new SqlceBehaviorStore(instance, behaviorType));
float weight = defaultBehaviorWeights[behaviorType];
var config = BehaviorConfig.Load(instance, behaviorType);
if (config != null)
{
weight = config.Weight;
}
var matrix = new SqlceSimilarityMatrix(instance, behaviorType, "Similarity_" + behaviorType);
SimilarityMatrixes.Register(instance, behaviorType, matrix);
RelatedItemsProviders.Register(instance, new ItemToItemRelatedItemsProvider(matrix), weight);
}
BehaviorReceivers.Set(instance, new BufferedBehaviorReceiver(new BehaviorReceiver(instance), 1000, TimeSpan.FromSeconds(5)));
RecommendationEngines.Register(instance, CreateRecommendationEngines(instance));
Schedulers.Start(instance);
ScheduleJobs(instance);
}
public static void Dispose(string instance)
{
RecommendationEngines.RemoveEngines(instance);
Schedulers.Stop(instance);
BehaviorReceivers.Remove(instance);
BehaviorStores.Remove(instance);
SimilarityMatrixes.Remove(instance);
RelatedItemsProviders.RemoveProviders(instance);
}
public void Execute(JobContext context)
{
var instance = context.Instance;
var behaviorType = context.JobData["BehaviorType"];
var matrix = SimilarityMatrixes.Get(instance, behaviorType);
var newMatrix = matrix.PrepareRecomputation();
Recompute(newMatrix, BehaviorStores.Get(instance, behaviorType));
matrix.ReplaceWith(newMatrix);
}
