public void TestThreadedPublisher_SpatialPoolerNetwork()
{
Net.Network.Network network = CreateAndRunTestSpatialPoolerNetwork(0, 6);
ILayer l = network.Lookup("r1").Lookup("1");
Connections cn = l.GetConnections();
SerialConfig config = new SerialConfig("testThreadedPublisher_SpatialPoolerNetwork", SerialConfig.SERIAL_TEST_DIR);
IPersistenceAPI api = Persistence.Get(config);
byte[] bytes = api.Write(cn);
//Serialize above Connections for comparison with same run but unserialized below...
Connections serializedConnections = api.Read <Connections>(bytes);
Net.Network.Network network2 = CreateAndRunTestSpatialPoolerNetwork(0, 6);
ILayer l2 = network2.Lookup("r1").Lookup("1");
Connections newCons = l2.GetConnections();
//Compare the two Connections (both serialized and regular runs) - should be equal
bool b = newCons.IsDeepEqual(serializedConnections);
DeepCompare(newCons, serializedConnections);
Assert.IsTrue(b);
}
public void TestThreadedPublisher_TemporalMemoryNetwork()
{
Net.Network.Network network = CreateAndRunTestTemporalMemoryNetwork();
ILayer l = network.Lookup("r1").Lookup("1");
Connections cn = l.GetConnections();
SerialConfig config = new SerialConfig("testThreadedPublisher_TemporalMemoryNetwork", SerialConfig.SERIAL_TEST_DIR);
IPersistenceAPI api = Persistence.Get(config);
byte[] bytes = api.Write(cn);
Connections serializedConnections = api.Read <Connections>(bytes);
Net.Network.Network network2 = CreateAndRunTestTemporalMemoryNetwork();
ILayer l2 = network2.Lookup("r1").Lookup("1");
Connections newCons = l2.GetConnections();
newCons.ShouldDeepEqual(serializedConnections);
bool b = newCons.IsDeepEqual(serializedConnections);
DeepCompare(newCons, serializedConnections);
Assert.IsTrue(b);
}
private Net.Network.Network CreateAndRunTestTemporalMemoryNetwork()
{
Publisher manual = Publisher.GetBuilder()
.AddHeader("dayOfWeek")
.AddHeader("darr")
.AddHeader("B").Build();
Sensor <ObservableSensor <String[]> > sensor = Sensor <ObservableSensor <string[]> > .Create(
ObservableSensor <string[]> .Create, SensorParams.Create(SensorParams.Keys.Obs, new Object[] { "name", manual }));
Parameters p = GetParameters();
Map <String, Map <String, Object> > settings = NetworkTestHarness.SetupMap(
null, // map
20, // n
0, // w
0, // min
0, // max
0, // radius
0, // resolution
null, // periodic
null, // clip
true, // forced
"dayOfWeek", // fieldName
"darr", // fieldType (dense array as opposed to sparse array or "sarr")
"SDRPassThroughEncoder"); // encoderType
p.SetParameterByKey(Parameters.KEY.FIELD_ENCODING_MAP, settings);
Net.Network.Network network = Net.Network.Network.Create("test network", p)
.Add(Net.Network.Network.CreateRegion("r1")
.Add(Net.Network.Network.CreateLayer("1", p)
.Add(new TemporalMemory())
.Add(sensor)));
network.Start();
network.Observe().Subscribe(i => { }, e => Console.WriteLine(e));
// new Subscriber<Inference>() {
// @Override public void onCompleted() { }
// @Override public void onError(Throwable e) { e.printStackTrace(); }
// @Override public void onNext(Inference i) { }
//});
int[] input1 = new int[] { 0, 1, 0, 0, 0, 1, 0, 1, 0, 0, 0, 1, 1, 0, 0, 0, 1, 0, 0, 0 };
int[] input2 = new int[] { 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0 };
int[] input3 = new int[] { 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 0, 0, 0, 0, 0 };
int[] input4 = new int[] { 0, 0, 1, 1, 0, 0, 0, 0, 1, 1, 0, 0, 1, 0, 0, 0, 0, 1, 1, 0 };
int[] input5 = new int[] { 0, 0, 1, 1, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 1, 1, 0 };
int[] input6 = new int[] { 0, 0, 1, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1 };
int[] input7 = new int[] { 0, 1, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0 };
int[][] inputs = { input1, input2, input3, input4, input5, input6, input7 };
// Run until TemporalMemory is "warmed up".
int timeUntilStable = 602;
for (int j = 0; j < timeUntilStable; j++)
{
for (int i = 0; i < inputs.Length; i++)
{
manual.OnNext(Arrays.ToString(inputs[i]));
}
}
manual.OnComplete();
ILayer l = network.Lookup("r1").Lookup("1");
try
{
l.GetLayerThread().Wait();
Console.WriteLine(Arrays.ToString(SDR.AsCellIndices(l.GetConnections().GetActiveCells())));
}
catch (Exception e)
{
Assert.AreEqual(typeof(ThreadInterruptedException), e.GetType());
}
return(network);
}
