public void TestVectorObservations()
{
var boardString =
@"000
000
010";
var gameObj = new GameObject("board");
var board = gameObj.AddComponent <StringBoard>();
board.SetBoard(boardString);
var sensorComponent = gameObj.AddComponent <Match3SensorComponent>();
sensorComponent.ObservationType = Match3ObservationType.Vector;
var sensor = sensorComponent.CreateSensor();
var expectedShape = new[] { 3 * 3 * 2 };
Assert.AreEqual(expectedShape, sensorComponent.GetObservationShape());
Assert.AreEqual(InplaceArray <int> .FromList(expectedShape), sensor.GetObservationSpec().Shape);
var expectedObs = new float[]
{
1, 0, /**/ 0, 1, /**/ 1, 0,
1, 0, /**/ 1, 0, /**/ 1, 0,
1, 0, /**/ 1, 0, /**/ 1, 0,
};
SensorTestHelper.CompareObservation(sensor, expectedObs);
}
public void TestVectorObservationsSpecial()
{
var boardString =
@"000
000
010";
var specialString =
@"010
200
000";
var gameObj = new GameObject("board");
var board = gameObj.AddComponent <StringBoard>();
board.SetBoard(boardString);
board.SetSpecial(specialString);
var sensorComponent = gameObj.AddComponent <Match3SensorComponent>();
sensorComponent.ObservationType = Match3ObservationType.Vector;
var sensors = sensorComponent.CreateSensors();
var cellSensor = sensors[0];
var specialSensor = sensors[1];
{
var expectedShape = new InplaceArray <int>(3 * 3 * 2);
Assert.AreEqual(expectedShape, cellSensor.GetObservationSpec().Shape);
var expectedObs = new float[]
{
1, 0, /* (0) */ 0, 1, /* (1) */ 1, 0, /* (0) */
1, 0, /* (0) */ 1, 0, /* (0) */ 1, 0, /* (0) */
1, 0, /* (0) */ 1, 0, /* (0) */ 1, 0, /* (0) */
};
SensorTestHelper.CompareObservation(cellSensor, expectedObs);
}
{
var expectedShape = new InplaceArray <int>(3 * 3 * 3);
Assert.AreEqual(expectedShape, specialSensor.GetObservationSpec().Shape);
var expectedObs = new float[]
{
1, 0, 0, /* (0) */ 1, 0, 0, /* (1) */ 1, 0, 0, /* (0) */
0, 0, 1, /* (2) */ 1, 0, 0, /* (0) */ 1, 0, 0, /* (0) */
1, 0, 0, /* (0) */ 0, 1, 0, /* (1) */ 1, 0, 0, /* (0) */
};
SensorTestHelper.CompareObservation(specialSensor, expectedObs);
}
}
public void TestVisualObservationsSpecial()
{
var boardString =
@"000
000
010";
var specialString =
@"010
200
000";
var gameObj = new GameObject("board");
var board = gameObj.AddComponent <StringBoard>();
board.SetBoard(boardString);
board.SetSpecial(specialString);
var sensorComponent = gameObj.AddComponent <Match3SensorComponent>();
sensorComponent.ObservationType = Match3ObservationType.UncompressedVisual;
var sensor = sensorComponent.CreateSensor();
var expectedShape = new[] { 3, 3, 2 + 3 };
Assert.AreEqual(expectedShape, sensorComponent.GetObservationShape());
Assert.AreEqual(InplaceArray <int> .FromList(expectedShape), sensor.GetObservationSpec().Shape);
Assert.AreEqual(SensorCompressionType.None, sensor.GetCompressionType());
var expectedObs = new float[]
{
1, 0, 1, 0, 0, /* (0, 0) */ 0, 1, 1, 0, 0, /* (0, 1) */ 1, 0, 1, 0, 0, /* (0, 0) */
1, 0, 0, 0, 1, /* (0, 2) */ 1, 0, 1, 0, 0, /* (0, 0) */ 1, 0, 1, 0, 0, /* (0, 0) */
1, 0, 1, 0, 0, /* (0, 0) */ 1, 0, 0, 1, 0, /* (0, 1) */ 1, 0, 1, 0, 0, /* (0, 0) */
};
SensorTestHelper.CompareObservation(sensor, expectedObs);
var expectedObs3D = new float[, , ]
{
{ { 1, 0, 1, 0, 0 }, { 0, 1, 1, 0, 0 }, { 1, 0, 1, 0, 0 } },
{ { 1, 0, 0, 0, 1 }, { 1, 0, 1, 0, 0 }, { 1, 0, 1, 0, 0 } },
{ { 1, 0, 1, 0, 0 }, { 1, 0, 0, 1, 0 }, { 1, 0, 1, 0, 0 } },
};
SensorTestHelper.CompareObservation(sensor, expectedObs3D);
}
public void TestVectorObservations(bool fullBoard)
{
var boardString =
@"000
000
010";
var gameObj = new GameObject("board");
var board = gameObj.AddComponent <StringBoard>();
board.SetBoard(boardString);
if (!fullBoard)
{
board.CurrentRows = 2;
board.CurrentColumns = 2;
}
var sensorComponent = gameObj.AddComponent <Match3SensorComponent>();
sensorComponent.ObservationType = Match3ObservationType.Vector;
var sensor = sensorComponent.CreateSensors()[0];
var expectedShape = new InplaceArray <int>(3 * 3 * 2);
Assert.AreEqual(expectedShape, sensor.GetObservationSpec().Shape);
float[] expectedObs;
if (fullBoard)
{
expectedObs = new float[]
{
1, 0, /* 0 */ 0, 1, /* 1 */ 1, 0, /* 0 */
1, 0, /* 0 */ 1, 0, /* 0 */ 1, 0, /* 0 */
1, 0, /* 0 */ 1, 0, /* 0 */ 1, 0, /* 0 */
};
}
else
{
expectedObs = new float[]
{
1, 0, /* 0 */ 0, 1, /* 1 */ 0, 0, /* empty */
1, 0, /* 0 */ 1, 0, /* 0 */ 0, 0, /* empty */
0, 0, /* empty */ 0, 0, /* empty */ 0, 0, /* empty */
};
}
SensorTestHelper.CompareObservation(sensor, expectedObs);
}
public void TestVisualObservations()
{
var boardString =
@"000
000
010";
var gameObj = new GameObject("board");
var board = gameObj.AddComponent <StringBoard>();
board.SetBoard(boardString);
var sensorComponent = gameObj.AddComponent <Match3SensorComponent>();
sensorComponent.ObservationType = Match3ObservationType.UncompressedVisual;
var sensor = sensorComponent.CreateSensor();
var expectedShape = new[] { 3, 3, 2 };
Assert.AreEqual(expectedShape, sensorComponent.GetObservationShape());
Assert.AreEqual(expectedShape, sensor.GetObservationShape());
Assert.AreEqual(SensorCompressionType.None, sensor.GetCompressionType());
var expectedObs = new float[]
{
1, 0, /**/ 0, 1, /**/ 1, 0,
1, 0, /**/ 1, 0, /**/ 1, 0,
1, 0, /**/ 1, 0, /**/ 1, 0,
};
SensorTestHelper.CompareObservation(sensor, expectedObs);
var expectedObs3D = new float[, , ]
{
{ { 1, 0 }, { 0, 1 }, { 1, 0 } },
{ { 1, 0 }, { 1, 0 }, { 1, 0 } },
{ { 1, 0 }, { 1, 0 }, { 1, 0 } },
};
SensorTestHelper.CompareObservation(sensor, expectedObs3D);
}
public void TestVectorObservationsSpecial()
{
var boardString =
@"000
000
010";
var specialString =
@"010
200
000";
var gameObj = new GameObject("board");
var board = gameObj.AddComponent <StringBoard>();
board.SetBoard(boardString);
board.SetSpecial(specialString);
var sensorComponent = gameObj.AddComponent <Match3SensorComponent>();
sensorComponent.ObservationType = Match3ObservationType.Vector;
var sensor = sensorComponent.CreateSensor();
var expectedShape = new[] { 3 * 3 * (2 + 3) };
Assert.AreEqual(expectedShape, sensorComponent.GetObservationShape());
Assert.AreEqual(expectedShape, sensor.GetObservationShape());
var expectedObs = new float[]
{
1, 0, 1, 0, 0, /* (0, 0) */ 0, 1, 1, 0, 0, /* (0, 1) */ 1, 0, 1, 0, 0, /* (0, 0) */
1, 0, 0, 0, 1, /* (0, 2) */ 1, 0, 1, 0, 0, /* (0, 0) */ 1, 0, 1, 0, 0, /* (0, 0) */
1, 0, 1, 0, 0, /* (0, 0) */ 1, 0, 0, 1, 0, /* (0, 1) */ 1, 0, 1, 0, 0, /* (0, 0) */
};
SensorTestHelper.CompareObservation(sensor, expectedObs);
}
public void TestVisualObservationsSpecial()
{
var boardString =
@"000
000
010";
var specialString =
@"010
200
000";
var gameObj = new GameObject("board");
var board = gameObj.AddComponent <StringBoard>();
board.SetBoard(boardString);
board.SetSpecial(specialString);
var sensorComponent = gameObj.AddComponent <Match3SensorComponent>();
sensorComponent.ObservationType = Match3ObservationType.UncompressedVisual;
var sensors = sensorComponent.CreateSensors();
var cellSensor = sensors[0];
var specialSensor = sensors[1];
{
var expectedShape = new InplaceArray <int>(3, 3, 2);
Assert.AreEqual(expectedShape, cellSensor.GetObservationSpec().Shape);
Assert.AreEqual(SensorCompressionType.None, cellSensor.GetCompressionSpec().SensorCompressionType);
var expectedObs = new float[]
{
1, 0, /* (0) */ 0, 1, /* (1) */ 1, 0, /* (0) */
1, 0, /* (0) */ 1, 0, /* (0) */ 1, 0, /* (0) */
1, 0, /* (0) */ 1, 0, /* (0) */ 1, 0, /* (0) */
};
SensorTestHelper.CompareObservation(cellSensor, expectedObs);
var expectedObs3D = new float[, , ]
{
{ { 1, 0 }, { 0, 1 }, { 1, 0 } },
{ { 1, 0 }, { 1, 0 }, { 1, 0 } },
{ { 1, 0 }, { 1, 0 }, { 1, 0 } },
};
SensorTestHelper.CompareObservation(cellSensor, expectedObs3D);
}
{
var expectedShape = new InplaceArray <int>(3, 3, 3);
Assert.AreEqual(expectedShape, specialSensor.GetObservationSpec().Shape);
Assert.AreEqual(SensorCompressionType.None, specialSensor.GetCompressionSpec().SensorCompressionType);
var expectedObs = new float[]
{
1, 0, 0, /* (0) */ 1, 0, 0, /* (1) */ 1, 0, 0, /* (0) */
0, 0, 1, /* (2) */ 1, 0, 0, /* (0) */ 1, 0, 0, /* (0) */
1, 0, 0, /* (0) */ 0, 1, 0, /* (1) */ 1, 0, 0, /* (0) */
};
SensorTestHelper.CompareObservation(specialSensor, expectedObs);
var expectedObs3D = new float[, , ]
{
{ { 1, 0, 0 }, { 1, 0, 0 }, { 1, 0, 0 } },
{ { 0, 0, 1 }, { 1, 0, 0 }, { 1, 0, 0 } },
{ { 1, 0, 0 }, { 0, 1, 0 }, { 1, 0, 0 } },
};
SensorTestHelper.CompareObservation(specialSensor, expectedObs3D);
}
// Test that Dispose() cleans up the component and its sensors
sensorComponent.Dispose();
var flags = BindingFlags.Instance | BindingFlags.NonPublic;
var componentSensors = (ISensor[])typeof(Match3SensorComponent).GetField("m_Sensors", flags).GetValue(sensorComponent);
Assert.IsNull(componentSensors);
var cellTexture = (Texture2D)typeof(Match3Sensor).GetField("m_ObservationTexture", flags).GetValue(cellSensor);
Assert.IsNull(cellTexture);
var specialTexture = (Texture2D)typeof(Match3Sensor).GetField("m_ObservationTexture", flags).GetValue(cellSensor);
Assert.IsNull(specialTexture);
}