Examples with FeatureVector com.airbnb.aerosolve.core.FeatureVector used on opensource projects

Example 76 with FeatureVector

use of com.airbnb.aerosolve.core.FeatureVector in project aerosolve by airbnb.

the class MoveFloatToStringTransformTest method testTransform.

@Test
public void testTransform() {
    Config config = ConfigFactory.parseString(makeConfig(false));
    Transform transform = TransformFactory.createTransform(config, "test_move_float_to_string");
    FeatureVector featureVector = TransformTestingHelper.makeFeatureVector();
    transform.doTransform(featureVector);
    Map<String, Set<String>> stringFeatures = featureVector.getStringFeatures();
    assertTrue(stringFeatures.size() == 2);
    Set<String> out = stringFeatures.get("loc_quantized");
    assertTrue(out.size() == 1);
    log.info("quantize output");
    for (String string : out) {
        log.info(string);
    }
    assertTrue(out.contains("lat=37.0"));
}

Example 77 with FeatureVector

use of com.airbnb.aerosolve.core.FeatureVector in project aerosolve by airbnb.

the class MultiscaleGridContinuousTransformTest method testTransform.

@Test
public void testTransform() {
    Config config = ConfigFactory.parseString(makeConfig());
    Transform transform = TransformFactory.createTransform(config, "test_grid");
    FeatureVector featureVector = makeFeatureVector();
    transform.doTransform(featureVector);
    Map<String, Set<String>> stringFeatures = featureVector.getStringFeatures();
    assertTrue(stringFeatures.size() == 1);
    Map<String, Map<String, Double>> floatFeatures = featureVector.getFloatFeatures();
    assertTrue(floatFeatures.size() == 2);
    Map<String, Double> out = floatFeatures.get("loc_continuous");
    log.info("grid output");
    for (Map.Entry<String, Double> entry : out.entrySet()) {
        log.info(entry.getKey() + "=" + entry.getValue());
    }
    assertEquals(4, out.size());
    assertEquals(0.7, out.get("[1.0]=(37.0,40.0)@1"), 0.01);
    assertEquals(2.7, out.get("[5.0]=(35.0,40.0)@1"), 0.01);
    assertEquals(0.0, out.get("[1.0]=(37.0,40.0)@2"), 0.01);
    assertEquals(0.0, out.get("[5.0]=(35.0,40.0)@2"), 0.01);
}

Example 78 with FeatureVector

use of com.airbnb.aerosolve.core.FeatureVector in project aerosolve by airbnb.

the class MultiscaleGridContinuousTransformTest method testEmptyFeatureVector.

@Test
public void testEmptyFeatureVector() {
    Config config = ConfigFactory.parseString(makeConfig());
    Transform transform = TransformFactory.createTransform(config, "test_grid");
    FeatureVector featureVector = new FeatureVector();
    transform.doTransform(featureVector);
    assertTrue(featureVector.getStringFeatures() == null);
}

Example 79 with FeatureVector

use of com.airbnb.aerosolve.core.FeatureVector in project aerosolve by airbnb.

the class MultiscaleGridContinuousTransformTest method makeFeatureVector.

public FeatureVector makeFeatureVector() {
    Map<String, Set<String>> stringFeatures = new HashMap<>();
    Map<String, Map<String, Double>> floatFeatures = new HashMap<>();
    Set list = new HashSet<String>();
    list.add("aaa");
    list.add("bbb");
    stringFeatures.put("strFeature1", list);
    Map<String, Double> map = new HashMap<>();
    map.put("lat", 37.7);
    map.put("long", 40.0);
    floatFeatures.put("loc", map);
    FeatureVector featureVector = new FeatureVector();
    featureVector.setStringFeatures(stringFeatures);
    featureVector.setFloatFeatures(floatFeatures);
    return featureVector;
}

Example 80 with FeatureVector

use of com.airbnb.aerosolve.core.FeatureVector in project aerosolve by airbnb.

the class MultiscaleGridQuantizeTransformTest method makeFeatureVector.

public FeatureVector makeFeatureVector() {
    Map<String, Set<String>> stringFeatures = new HashMap<>();
    Map<String, Map<String, Double>> floatFeatures = new HashMap<>();
    Set list = new HashSet<String>();
    list.add("aaa");
    list.add("bbb");
    stringFeatures.put("strFeature1", list);
    Map<String, Double> map = new HashMap<>();
    map.put("lat", 37.7);
    map.put("long", 40.0);
    floatFeatures.put("loc", map);
    FeatureVector featureVector = new FeatureVector();
    featureVector.setStringFeatures(stringFeatures);
    featureVector.setFloatFeatures(floatFeatures);
    return featureVector;
}