public Engine(bool auto_data_analysing)
{
AutoDataAnalysing = auto_data_analysing;
this.Db = Fhr.ProductOffice.Models.DbApi.Create();
Dbc = Bot.DbConnection.Create(Fhr.ProductOffice.Models.DbApi.GetProviderConnectionString());
Companies = new Companies(this);
Products = new Products(this);
CompanyPairs = new ProductIdentifier.CompanyPairs(this);
}
void analyse_link(int[] linked_product_ids)
{
lock (this)
{
for (int i = 0; i < linked_product_ids.Length; i++)
{
for (int j = i + 1; j < linked_product_ids.Length; j++)
{
int product1_id = linked_product_ids[i];
int product2_id = linked_product_ids[j];
Product product1 = Products.Get(product1_id);
Product product2 = Products.Get(product2_id);
CompanyPairs.MapCategories(product1, product2);
//Dictionary<Field, HashSet<string>> matched_words = new Dictionary<Field, HashSet<string>>();
////matched_words[Field.Category] = new HashSet<string>();
////foreach (string word in product1.Words(Field.Category))
//// if (product2.Words2Count(Field.Category).ContainsKey(word))
//// matched_words[Field.Category].Add(word);
//matched_words[Field.Name] = new HashSet<string>();
//foreach (string word in product1.Words(Field.Name))
// if (product2.Words2Count(Field.Name).ContainsKey(word))
// matched_words[Field.Name].Add(word);
//List<ProductLink> pls = create_identical_Product_list_for_training(product1_id, product2.DbProduct.CompanyId);
//foreach (ProductLink pl in pls)
//{
// if (null != pl.Product2s.Where(x => x.DbProduct.Id == product2_id).FirstOrDefault())
// break;
// foreach (Product p2 in pl.Product2s)
// {
// if (product1_id == p2.DbProduct.Id)
// continue;
// Dictionary<Field, List<string>> mws = pl.Get(product1_id, p2.DbProduct.Id).MatchedWords;
// //List<string> week_mws = mws[Field.Category].Where(x => !matched_words[Field.Category].Contains(x)).ToList();
// //foreach (string word in week_mws)
// //{
// // Configuration.Get(product1).SetWordWeight(word, 0.9 * Configuration.Get(product1).GetWordWeight(word));
// // Configuration.Get(product2).SetWordWeight(word, 0.9 * Configuration.Get(product2).GetWordWeight(word));
// //}
// List<string> week_mws = mws[Field.Name].Where(x => !matched_words[Field.Name].Contains(x)).ToList();
// foreach (string word in week_mws)
// {
// Configuration.Company c1 = Configuration.Get(product1);
// c1.SetWordWeight(word, 0.9 * c1.GetWordWeight(word));
// Configuration.Company c2 = Configuration.Get(product2);
// c2.SetWordWeight(word, 0.9 * c2.GetWordWeight(word));
// }
// }
//}
}
}
}
}
public void save_after_self_training(bool update_traning_time = true)
{
Cliver.Bot.DbSettings.Delete(Dbc, SettingsKey.SCOPE, "%");
Companies.All.ToList().ForEach(x => { x.SaveWordWeights(); x.SaveSynonyms(); });
CompanyPairs.SaveAfterSelfTraining();
if (update_traning_time)
{
Cliver.Bot.DbSettings.Save(Dbc, SettingsKey.SCOPE, SettingsKey.TRAINING_TIME, DateTime.Now);
}
}
public void prepare_for_self_training()
{
CompanyPairs.PrepareForSelfTraining();
}
