public void TestSerializeObservableSensor()
{
PublisherSupplier supplier = PublisherSupplier.GetBuilder()
.AddHeader("dayOfWeek")
.AddHeader("darr")
.AddHeader("B").Build();
ObservableSensor <string[]> oSensor = new ObservableSensor <string[]>(
SensorParams.Create(SensorParams.Keys.Obs, new Object[] { "name", supplier }));
SerialConfig config = new SerialConfig("testSerializeObservableSensor", SerialConfig.SERIAL_TEST_DIR);
IPersistenceAPI api = Persistence.Get(config);
byte[] bytes = api.Write(oSensor);
ObservableSensor <string[]> serializedOSensor = api.Read <ObservableSensor <string[]> >(bytes);
bool b = serializedOSensor.IsDeepEqual(oSensor);
DeepCompare(serializedOSensor, oSensor);
Assert.IsTrue(b);
}
private Net.Network.Network GetLoadedDayOfWeekNetwork()
{
Parameters p = NetworkTestHarness.GetParameters().Copy();
p = p.Union(NetworkTestHarness.GetDayDemoTestEncoderParams());
p.SetParameterByKey(Parameters.KEY.RANDOM, new XorshiftRandom(42));
Sensor <ObservableSensor <string[]> > sensor = Sensor <ObservableSensor <string[]> > .Create(
ObservableSensor <string[]> .Create, SensorParams.Create(SensorParams.Keys.Obs, new object[] { "name",
PublisherSupplier.GetBuilder()
.AddHeader("dayOfWeek")
.AddHeader("number")
.AddHeader("B").Build() }));
Net.Network.Network network = Net.Network.Network.Create("test network", p)
.Add(Net.Network.Network.CreateRegion("r1")
.Add(Net.Network.Network.CreateLayer("1", p)
.AlterParameter(Parameters.KEY.AUTO_CLASSIFY, true)
.Add(Anomaly.Create())
.Add(new TemporalMemory())
.Add(new SpatialPooler())
.Add(sensor)));
return(network);
}
public void TestSerializeLayer()
{
Parameters p = NetworkTestHarness.GetParameters().Copy();
p.SetParameterByKey(Parameters.KEY.RANDOM, new MersenneTwister(42));
Map <String, Map <String, Object> > settings = NetworkTestHarness.SetupMap(
null, // map
8, // 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);
Sensor <ObservableSensor <string[]> > sensor = Sensor <ObservableSensor <string[]> > .Create(
ObservableSensor <string[]> .Create, SensorParams.Create(SensorParams.Keys.Obs, new Object[] { "name",
PublisherSupplier.GetBuilder()
.AddHeader("dayOfWeek")
.AddHeader("darr")
.AddHeader("B").Build() }));
ILayer layer = Net.Network.Network.CreateLayer("1", p)
.AlterParameter(Parameters.KEY.AUTO_CLASSIFY, true)
.Add(new SpatialPooler())
.Add(sensor);
// Observer obs = new Observer<IInference>() {
// @Override public void onCompleted() { }
// @Override public void onError(Throwable e) { e.printStackTrace(); }
// @Override
// public void onNext(Inference spatialPoolerOutput)
// {
// System.out.println("in onNext()");
// }
//};
var obs = Observer.Create <IInference>(
spatialPoolerOutput => { Console.WriteLine("in onNext()"); },
e => Console.WriteLine(e),
() => { });
layer.Subscribe(obs);
layer.Close();
SerialConfig config = new SerialConfig("testSerializeLayer", SerialConfig.SERIAL_TEST_DIR);
IPersistenceAPI api = Persistence.Get(config);
api.Write(layer);
//Serialize above Connections for comparison with same run but unserialized below...
ILayer serializedLayer = api.Read <ILayer>();
Assert.AreEqual(serializedLayer, layer);
DeepCompare(layer, serializedLayer);
// Now change one attribute and see that they are not equal
serializedLayer.ResetRecordNum();
Assert.AreNotEqual(serializedLayer, layer);
}
