static void Main(string[] args)
{
Consult c = new Consult();
Console.WriteLine("Initial clients {0}", c.context.Clients.Count());
Console.WriteLine("Initial Transactions {0}", c.context.Transactions.Count());
Console.WriteLine("Initial Items {0}", c.context.Items.Count());
c.Clustering(0.1);
Console.WriteLine("-------------");
c.clusterResult.ForEach(i => Console.WriteLine(i.ElementAt(0).Count()));
//c.FrequentItemsets_Apriori(0.01);
//c.GenerateRules(0.05);
//c.itemSetsFrecuentesByClient("CN0001", 0.5).ForEach(e => Console.WriteLine(e));
//c.itemsbyClient("CN0012").ForEach(e => Console.WriteLine(e));
//c.getDependence(23, 0.005).ForEach(e => Console.WriteLine(e));
//var x = c.Frequent_Items_ByMonth(1).ToList();
//var x = c.FrequentItems_by_Department("NARIÑO").ToList();
//var x = c.FrequentItems_by_ClientType("CLINICAS PRIVADAS").ToList();
//foreach (String[] a in x)
//{
// Console.WriteLine(a[0] + " " + a[1]);
//}
//var x = c.Purchase_prediction_from_Clustering("23",0.95);
//foreach (String a in x)
//{
// Console.WriteLine(a);
//}
//var x = c.Purchase_prediction_from_Clustering("23", 0.7);
//foreach (String a in x)
//{
// Console.WriteLine(a);
//}
//c.GenerateRules(Double.Parse("3") / 100);
//var x = c.ItemsByMonth(2).Where(n => c.Rules.ContainsKey(n));
//var y= c.Items_without_sales(x.ToList());
Console.WriteLine("END");
Console.ReadLine();
}
static void Main(string[] args)
{
TimeSpan stop1;
TimeSpan start1 = new TimeSpan(DateTime.Now.Ticks);
Consult c = new Consult();
stop1 = new TimeSpan(DateTime.Now.Ticks);
Console.WriteLine("Time loading: " + stop1.Subtract(start1).TotalSeconds + " segundos");
Console.WriteLine("Number of items: {0}, Number of transactions: {1}, Number of clients: {2}", c.context.Items.Count, c.context.Transactions.Count, c.context.Clients.Count);
//Hashtable filter = c.context.RegionsFilteredPerMonth(3);
//Console.WriteLine(filter.Count);
//List<string> dpts = new List<string>();
//foreach (var v in filter.Keys)
//{
// dpts.Add(v + "");
//}
//foreach (string d in dpts)
//{
// Console.WriteLine(d + " " + filter[d]);
//}
//Hashtable filter = c.context.ItemsFilteredPerMonth(3);
//Console.WriteLine(filter.Count);
//List<int> items = new List<int>();
//foreach (int v in filter.Keys)
//{
// items.Add(v);
//}
//foreach (int d in items)
//{
// Console.WriteLine("Item code: " + d + " Number of appearences: " + filter[d]);
//}
//Hashtable filter = c.context.ItemsFilteredByRegionAndCity("VALLE DEL CAUCA","CALI");
//Console.WriteLine(filter.Count);
//List<int> items = new List<int>();
//foreach (int v in filter.Keys)
//{
// items.Add(v);
//}
//foreach (int d in items)
//{
// Console.WriteLine("Item code: " + d + " Number of appearences: " + filter[d]);
//}
//List < Client > filter = c.context.ClientsFilteredByRegionAndCity("VALLE DEL CAUCA", "CALI");
//foreach(Client cl in filter)
//{
// Console.WriteLine(cl.Code);
//}
//TimeSpan stop;
//TimeSpan start = new TimeSpan(DateTime.Now.Ticks);
//c.context.generateFrecuentItemsets(0.005, "VALLE DEL CAUCA");
//stop = new TimeSpan(DateTime.Now.Ticks);
//Console.WriteLine("Time generating frecuent itemsets: "+stop.Subtract(start).TotalSeconds+" segundos");
//TimeSpan stop2;
//TimeSpan start2 = new TimeSpan(DateTime.Now.Ticks);
//int n = 2;
//List<Itemset[]> clusters = c.context.GenerateClustersWithinItemsets(n);
//stop2 = new TimeSpan(DateTime.Now.Ticks);
//Console.WriteLine("Time building {0} clusters "+stop2.Subtract(start2).TotalMilliseconds+ " milisegundos",n);
//for(int i = 0; i < clusters.Count; i++)
//{
// Console.WriteLine("Cluster number {0}", i + 1);
// Itemset[] actual = clusters.ElementAt(i);
// foreach(Itemset its in actual)
// {
// string linea = "";
// foreach(Item item in its.Items)
// {
// linea += item.Code + " ";
// }
// Console.WriteLine("Items: "+linea);
// Console.WriteLine("Avg Classification: "+its.AverageClassification + " Avg Price " + its.AveragePrice);
// }
//}
//Console.WriteLine("AFTER PRUNNING Number of items: {0}, Number of transactions in region: {1}, Number of clients: {2}", c.context.Items.Count, c.context.TransactionsPrunned.Where(i => c.context.Clients[i.Value.ClientCode].Departament.Equals("VALLE DEL CAUCA")).ToList().Count, c.context.ClientPrunned.Count);
//Console.WriteLine("Number of frecuent itemsets: " + c.context.FrecuentItemsets.Count);
Console.ReadLine();
}
