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| 1 | +package org.numenta.nupic.serialize; |
| 2 | + |
| 3 | +import static org.junit.Assert.assertNotNull; |
| 4 | +import static org.junit.Assert.assertTrue; |
| 5 | +import static org.junit.Assert.fail; |
| 6 | + |
| 7 | +import java.io.ByteArrayInputStream; |
| 8 | +import java.io.ByteArrayOutputStream; |
| 9 | + |
| 10 | +import org.junit.Test; |
| 11 | +import org.numenta.nupic.Parameters; |
| 12 | +import org.numenta.nupic.Parameters.KEY; |
| 13 | +import org.numenta.nupic.algorithms.Anomaly; |
| 14 | +import org.numenta.nupic.algorithms.SpatialPooler; |
| 15 | +import org.numenta.nupic.algorithms.TemporalMemory; |
| 16 | +import org.numenta.nupic.network.Network; |
| 17 | +import org.numenta.nupic.network.NetworkTestHarness; |
| 18 | +import org.numenta.nupic.network.Persistence; |
| 19 | +import org.numenta.nupic.network.PublisherSupplier; |
| 20 | +import org.numenta.nupic.network.sensor.ObservableSensor; |
| 21 | +import org.numenta.nupic.network.sensor.Sensor; |
| 22 | +import org.numenta.nupic.network.sensor.SensorParams; |
| 23 | +import org.numenta.nupic.network.sensor.SensorParams.Keys; |
| 24 | +import org.numenta.nupic.util.FastRandom; |
| 25 | + |
| 26 | + |
| 27 | +public class HTMObjectInputOutputTest { |
| 28 | + |
| 29 | + @Test |
| 30 | + public void testRoundTrip() { |
| 31 | + Network network = getLoadedHotGymNetwork(); |
| 32 | + SerializerCore serializer = Persistence.get().serializer(); |
| 33 | + ByteArrayOutputStream baos = new ByteArrayOutputStream(); |
| 34 | + HTMObjectOutput writer = serializer.getObjectOutput(baos); |
| 35 | + try { |
| 36 | + writer.writeObject(network, Network.class); |
| 37 | + writer.flush(); |
| 38 | + writer.close(); |
| 39 | + }catch(Exception e) { |
| 40 | + fail(); |
| 41 | + } |
| 42 | + |
| 43 | + byte[] bytes = baos.toByteArray(); |
| 44 | + |
| 45 | + ByteArrayInputStream bais = new ByteArrayInputStream(bytes); |
| 46 | + try { |
| 47 | + HTMObjectInput reader = serializer.getObjectInput(bais); |
| 48 | + Network serializedNetwork = (Network)reader.readObject(Network.class); |
| 49 | + assertNotNull(serializedNetwork); |
| 50 | + assertTrue(serializedNetwork.equals(network)); |
| 51 | + }catch(Exception e) { |
| 52 | + e.printStackTrace(); |
| 53 | + fail(); |
| 54 | + } |
| 55 | + } |
| 56 | + |
| 57 | + private Network getLoadedHotGymNetwork() { |
| 58 | + Parameters p = NetworkTestHarness.getParameters().copy(); |
| 59 | + p = p.union(NetworkTestHarness.getHotGymTestEncoderParams()); |
| 60 | + p.setParameterByKey(KEY.RANDOM, new FastRandom(42)); |
| 61 | + |
| 62 | + Sensor<ObservableSensor<String[]>> sensor = Sensor.create( |
| 63 | + ObservableSensor::create, SensorParams.create(Keys::obs, new Object[] {"name", |
| 64 | + PublisherSupplier.builder() |
| 65 | + .addHeader("timestamp, consumption") |
| 66 | + .addHeader("datetime, float") |
| 67 | + .addHeader("B").build() })); |
| 68 | + |
| 69 | + Network network = Network.create("test network", p).add(Network.createRegion("r1") |
| 70 | + .add(Network.createLayer("1", p) |
| 71 | + .alterParameter(KEY.AUTO_CLASSIFY, true) |
| 72 | + .add(Anomaly.create()) |
| 73 | + .add(new TemporalMemory()) |
| 74 | + .add(new SpatialPooler()) |
| 75 | + .add(sensor))); |
| 76 | + |
| 77 | + return network; |
| 78 | + } |
| 79 | +} |
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