Java Code Examples for org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector#getPrimitiveWritableObject()

The following examples show how to use org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector#getPrimitiveWritableObject() . You can vote up the ones you like or vote down the ones you don't like, and go to the original project or source file by following the links above each example. You may check out the related API usage on the sidebar.
Example 1
Source File: HiveUtils.java    From incubator-hivemall with Apache License 2.0 5 votes vote down vote up 
@Nullable
public static Writable copyToWritable(@Nullable final Object o,
        @Nonnull final PrimitiveObjectInspector poi) {
    if (o == null) {
        return null;
    }
    Object copied = poi.copyObject(o);
    Object result = poi.getPrimitiveWritableObject(copied);
    return (Writable) result;
}
Example 2
Source File: MulticlassOnlineClassifierUDTF.java    From incubator-hivemall with Apache License 2.0 4 votes vote down vote up 
private long loadPredictionModel(Map<Object, PredictionModel> label2model, File file,
        PrimitiveObjectInspector labelOI, PrimitiveObjectInspector featureOI,
        WritableFloatObjectInspector weightOI) throws IOException, SerDeException {
    long count = 0L;
    if (!file.exists()) {
        return count;
    }
    if (!file.getName().endsWith(".crc")) {
        if (file.isDirectory()) {
            for (File f : file.listFiles()) {
                count += loadPredictionModel(label2model, f, labelOI, featureOI, weightOI);
            }
        } else {
            LazySimpleSerDe serde = HiveUtils.getLineSerde(labelOI, featureOI, weightOI);
            StructObjectInspector lineOI = (StructObjectInspector) serde.getObjectInspector();
            StructField c1ref = lineOI.getStructFieldRef("c1");
            StructField c2ref = lineOI.getStructFieldRef("c2");
            StructField c3ref = lineOI.getStructFieldRef("c3");
            PrimitiveObjectInspector c1refOI =
                    (PrimitiveObjectInspector) c1ref.getFieldObjectInspector();
            PrimitiveObjectInspector c2refOI =
                    (PrimitiveObjectInspector) c2ref.getFieldObjectInspector();
            FloatObjectInspector c3refOI =
                    (FloatObjectInspector) c3ref.getFieldObjectInspector();

            BufferedReader reader = null;
            try {
                reader = HadoopUtils.getBufferedReader(file);
                String line;
                while ((line = reader.readLine()) != null) {
                    count++;
                    Text lineText = new Text(line);
                    Object lineObj = serde.deserialize(lineText);
                    List<Object> fields = lineOI.getStructFieldsDataAsList(lineObj);
                    Object f0 = fields.get(0);
                    Object f1 = fields.get(1);
                    Object f2 = fields.get(2);
                    if (f0 == null || f1 == null || f2 == null) {
                        continue; // avoid the case that key or value is null
                    }
                    Object label = c1refOI.getPrimitiveWritableObject(c1refOI.copyObject(f0));
                    PredictionModel model = label2model.get(label);
                    if (model == null) {
                        model = createModel();
                        label2model.put(label, model);
                    }
                    Object k = c2refOI.getPrimitiveWritableObject(c2refOI.copyObject(f1));
                    float v = c3refOI.get(f2);
                    model.set(k, new WeightValue(v, false));
                }
            } finally {
                IOUtils.closeQuietly(reader);
            }
        }
    }
    return count;
}
Example 3
Source File: MulticlassOnlineClassifierUDTF.java    From incubator-hivemall with Apache License 2.0 4 votes vote down vote up 
private long loadPredictionModel(Map<Object, PredictionModel> label2model, File file,
        PrimitiveObjectInspector labelOI, PrimitiveObjectInspector featureOI,
        WritableFloatObjectInspector weightOI, WritableFloatObjectInspector covarOI)
        throws IOException, SerDeException {
    long count = 0L;
    if (!file.exists()) {
        return count;
    }
    if (!file.getName().endsWith(".crc")) {
        if (file.isDirectory()) {
            for (File f : file.listFiles()) {
                count += loadPredictionModel(label2model, f, labelOI, featureOI, weightOI,
                    covarOI);
            }
        } else {
            LazySimpleSerDe serde =
                    HiveUtils.getLineSerde(labelOI, featureOI, weightOI, covarOI);
            StructObjectInspector lineOI = (StructObjectInspector) serde.getObjectInspector();
            StructField c1ref = lineOI.getStructFieldRef("c1");
            StructField c2ref = lineOI.getStructFieldRef("c2");
            StructField c3ref = lineOI.getStructFieldRef("c3");
            StructField c4ref = lineOI.getStructFieldRef("c4");
            PrimitiveObjectInspector c1refOI =
                    (PrimitiveObjectInspector) c1ref.getFieldObjectInspector();
            PrimitiveObjectInspector c2refOI =
                    (PrimitiveObjectInspector) c2ref.getFieldObjectInspector();
            FloatObjectInspector c3refOI =
                    (FloatObjectInspector) c3ref.getFieldObjectInspector();
            FloatObjectInspector c4refOI =
                    (FloatObjectInspector) c4ref.getFieldObjectInspector();

            BufferedReader reader = null;
            try {
                reader = HadoopUtils.getBufferedReader(file);
                String line;
                while ((line = reader.readLine()) != null) {
                    count++;
                    Text lineText = new Text(line);
                    Object lineObj = serde.deserialize(lineText);
                    List<Object> fields = lineOI.getStructFieldsDataAsList(lineObj);
                    Object f0 = fields.get(0);
                    Object f1 = fields.get(1);
                    Object f2 = fields.get(2);
                    Object f3 = fields.get(3);
                    if (f0 == null || f1 == null || f2 == null) {
                        continue; // avoid unexpected case
                    }
                    Object label = c1refOI.getPrimitiveWritableObject(c1refOI.copyObject(f0));
                    PredictionModel model = label2model.get(label);
                    if (model == null) {
                        model = createModel();
                        label2model.put(label, model);
                    }
                    Object k = c2refOI.getPrimitiveWritableObject(c2refOI.copyObject(f1));
                    float v = c3refOI.get(f2);
                    float cov =
                            (f3 == null) ? WeightValueWithCovar.DEFAULT_COVAR : c4refOI.get(f3);
                    model.set(k, new WeightValueWithCovar(v, cov, false));
                }
            } finally {
                IOUtils.closeQuietly(reader);
            }
        }
    }
    return count;
}
Example 4
Source File: DistributedCacheLookupUDF.java    From incubator-hivemall with Apache License 2.0 4 votes vote down vote up 
private static void loadValues(Object2ObjectMap<Object, Object> map, File file,
        PrimitiveObjectInspector keyOI, PrimitiveObjectInspector valueOI)
        throws IOException, SerDeException {
    if (!file.exists()) {
        return;
    }
    if (!file.getName().endsWith(".crc")) {
        if (file.isDirectory()) {
            for (File f : file.listFiles()) {
                loadValues(map, f, keyOI, valueOI);
            }
        } else {
            LazySimpleSerDe serde = HiveUtils.getKeyValueLineSerde(keyOI, valueOI);
            StructObjectInspector lineOI = (StructObjectInspector) serde.getObjectInspector();
            StructField keyRef = lineOI.getStructFieldRef("key");
            StructField valueRef = lineOI.getStructFieldRef("value");
            PrimitiveObjectInspector keyRefOI =
                    (PrimitiveObjectInspector) keyRef.getFieldObjectInspector();
            PrimitiveObjectInspector valueRefOI =
                    (PrimitiveObjectInspector) valueRef.getFieldObjectInspector();

            BufferedReader reader = null;
            try {
                reader = HadoopUtils.getBufferedReader(file);
                String line;
                while ((line = reader.readLine()) != null) {
                    Text lineText = new Text(line);
                    Object lineObj = serde.deserialize(lineText);
                    List<Object> fields = lineOI.getStructFieldsDataAsList(lineObj);
                    Object f0 = fields.get(0);
                    Object f1 = fields.get(1);
                    Object k = keyRefOI.getPrimitiveJavaObject(f0);
                    Object v = valueRefOI.getPrimitiveWritableObject(valueRefOI.copyObject(f1));
                    map.put(k, v);
                }
            } finally {
                IOUtils.closeQuietly(reader);
            }
        }
    }
}