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Merge pull request #419 from cogmission/slight_persistence_patch
Slight persistence patch and HTMObjectIn/Output constructor change.
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79 changes: 79 additions & 0 deletions
79
src/test/java/org/numenta/nupic/serialize/HTMObjectInputOutputTest.java
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package org.numenta.nupic.serialize; | ||
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import static org.junit.Assert.assertNotNull; | ||
import static org.junit.Assert.assertTrue; | ||
import static org.junit.Assert.fail; | ||
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import java.io.ByteArrayInputStream; | ||
import java.io.ByteArrayOutputStream; | ||
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import org.junit.Test; | ||
import org.numenta.nupic.Parameters; | ||
import org.numenta.nupic.Parameters.KEY; | ||
import org.numenta.nupic.algorithms.Anomaly; | ||
import org.numenta.nupic.algorithms.SpatialPooler; | ||
import org.numenta.nupic.algorithms.TemporalMemory; | ||
import org.numenta.nupic.network.Network; | ||
import org.numenta.nupic.network.NetworkTestHarness; | ||
import org.numenta.nupic.network.Persistence; | ||
import org.numenta.nupic.network.PublisherSupplier; | ||
import org.numenta.nupic.network.sensor.ObservableSensor; | ||
import org.numenta.nupic.network.sensor.Sensor; | ||
import org.numenta.nupic.network.sensor.SensorParams; | ||
import org.numenta.nupic.network.sensor.SensorParams.Keys; | ||
import org.numenta.nupic.util.FastRandom; | ||
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public class HTMObjectInputOutputTest { | ||
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@Test | ||
public void testRoundTrip() { | ||
Network network = getLoadedHotGymNetwork(); | ||
SerializerCore serializer = Persistence.get().serializer(); | ||
ByteArrayOutputStream baos = new ByteArrayOutputStream(); | ||
HTMObjectOutput writer = serializer.getObjectOutput(baos); | ||
try { | ||
writer.writeObject(network, Network.class); | ||
writer.flush(); | ||
writer.close(); | ||
}catch(Exception e) { | ||
fail(); | ||
} | ||
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byte[] bytes = baos.toByteArray(); | ||
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ByteArrayInputStream bais = new ByteArrayInputStream(bytes); | ||
try { | ||
HTMObjectInput reader = serializer.getObjectInput(bais); | ||
Network serializedNetwork = (Network)reader.readObject(Network.class); | ||
assertNotNull(serializedNetwork); | ||
assertTrue(serializedNetwork.equals(network)); | ||
}catch(Exception e) { | ||
e.printStackTrace(); | ||
fail(); | ||
} | ||
} | ||
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private Network getLoadedHotGymNetwork() { | ||
Parameters p = NetworkTestHarness.getParameters().copy(); | ||
p = p.union(NetworkTestHarness.getHotGymTestEncoderParams()); | ||
p.setParameterByKey(KEY.RANDOM, new FastRandom(42)); | ||
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Sensor<ObservableSensor<String[]>> sensor = Sensor.create( | ||
ObservableSensor::create, SensorParams.create(Keys::obs, new Object[] {"name", | ||
PublisherSupplier.builder() | ||
.addHeader("timestamp, consumption") | ||
.addHeader("datetime, float") | ||
.addHeader("B").build() })); | ||
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Network network = Network.create("test network", p).add(Network.createRegion("r1") | ||
.add(Network.createLayer("1", p) | ||
.alterParameter(KEY.AUTO_CLASSIFY, true) | ||
.add(Anomaly.create()) | ||
.add(new TemporalMemory()) | ||
.add(new SpatialPooler()) | ||
.add(sensor))); | ||
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return network; | ||
} | ||
} |