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

Example 36 with FeatureVector

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

the class CrossTransformTest method testEmptyFeatureVector.

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

Example 37 with FeatureVector

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

the class CrossTransformTest method testTransform.

@Test
public void testTransform() {
    Config config = ConfigFactory.parseString(makeConfig());
    Transform transform = TransformFactory.createTransform(config, "test_cross");
    FeatureVector featureVector = makeFeatureVector();
    transform.doTransform(featureVector);
    Map<String, Set<String>> stringFeatures = featureVector.getStringFeatures();
    assertTrue(stringFeatures.size() == 3);
    Set<String> out = stringFeatures.get("out");
    assertTrue(out.size() == 4);
    log.info("Cross output");
    for (String string : out) {
        log.info(string);
    }
    assertTrue(out.contains("aaa^11"));
    assertTrue(out.contains("aaa^22"));
    assertTrue(out.contains("bbb^11"));
    assertTrue(out.contains("bbb^22"));
}

Example 38 with FeatureVector

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

the class CrossTransformTest method testTwoKeysTransform.

@Test
public void testTwoKeysTransform() {
    Config config = ConfigFactory.parseString(makeBothKeyConfig());
    Transform transform = TransformFactory.createTransform(config, "test_cross");
    FeatureVector featureVector = makeFeatureVector();
    transform.doTransform(featureVector);
    Map<String, Set<String>> stringFeatures = featureVector.getStringFeatures();
    assertTrue(stringFeatures.size() == 3);
    Set<String> out = stringFeatures.get("out");
    log.info("Cross output");
    for (String string : out) {
        log.info(string);
    }
    assertEquals(1, out.size());
    assertTrue(out.contains("aaa^22"));
}

Example 39 with FeatureVector

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

the class CrossTransformTest method makeFeatureVector.

public FeatureVector makeFeatureVector() {
    HashMap stringFeatures = new HashMap<String, Set<String>>();
    Set list = new HashSet<String>();
    list.add("aaa");
    list.add("bbb");
    stringFeatures.put("feature1", list);
    Set list2 = new HashSet<String>();
    list2.add("11");
    list2.add("22");
    stringFeatures.put("feature2", list2);
    FeatureVector featureVector = new FeatureVector();
    featureVector.setStringFeatures(stringFeatures);
    return featureVector;
}

Example 40 with FeatureVector

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

the class CustomMultiscaleQuantizeTransformTest 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);
    map.put("zero", 0.0);
    map.put("negative", -1.0);
    floatFeatures.put("loc", map);
    FeatureVector featureVector = new FeatureVector();
    featureVector.setStringFeatures(stringFeatures);
    featureVector.setFloatFeatures(floatFeatures);
    return featureVector;
}