Examples with FloatObjectInspector org.apache.hadoop.hive.serde2.objectinspector.primitive.FloatObjectInspector used on opensource projects

Example 1 with FloatObjectInspector

use of org.apache.hadoop.hive.serde2.objectinspector.primitive.FloatObjectInspector in project hive by apache.

the class JsonSerDe method buildJSONString.

// TODO : code section copied over from SerDeUtils because of non-standard json production there
// should use quotes for all field names. We should fix this there, and then remove this copy.
// See http://jackson.codehaus.org/1.7.3/javadoc/org/codehaus/jackson/JsonParser.Feature.html#ALLOW_UNQUOTED_FIELD_NAMES
// for details - trying to enable Jackson to ignore that doesn't seem to work(compilation failure
// when attempting to use that feature, so having to change the production itself.
// Also, throws IOException when Binary is detected.
private static void buildJSONString(StringBuilder sb, Object o, ObjectInspector oi) throws IOException {
    switch(oi.getCategory()) {
        case PRIMITIVE:
            {
                PrimitiveObjectInspector poi = (PrimitiveObjectInspector) oi;
                if (o == null) {
                    sb.append("null");
                } else {
                    switch(poi.getPrimitiveCategory()) {
                        case BOOLEAN:
                            {
                                boolean b = ((BooleanObjectInspector) poi).get(o);
                                sb.append(b ? "true" : "false");
                                break;
                            }
                        case BYTE:
                            {
                                sb.append(((ByteObjectInspector) poi).get(o));
                                break;
                            }
                        case SHORT:
                            {
                                sb.append(((ShortObjectInspector) poi).get(o));
                                break;
                            }
                        case INT:
                            {
                                sb.append(((IntObjectInspector) poi).get(o));
                                break;
                            }
                        case LONG:
                            {
                                sb.append(((LongObjectInspector) poi).get(o));
                                break;
                            }
                        case FLOAT:
                            {
                                sb.append(((FloatObjectInspector) poi).get(o));
                                break;
                            }
                        case DOUBLE:
                            {
                                sb.append(((DoubleObjectInspector) poi).get(o));
                                break;
                            }
                        case STRING:
                            {
                                String s = SerDeUtils.escapeString(((StringObjectInspector) poi).getPrimitiveJavaObject(o));
                                appendWithQuotes(sb, s);
                                break;
                            }
                        case BINARY:
                            byte[] b = ((BinaryObjectInspector) oi).getPrimitiveJavaObject(o);
                            Text txt = new Text();
                            txt.set(b, 0, b.length);
                            appendWithQuotes(sb, SerDeUtils.escapeString(txt.toString()));
                            break;
                        case DATE:
                            Date d = ((DateObjectInspector) poi).getPrimitiveJavaObject(o);
                            appendWithQuotes(sb, d.toString());
                            break;
                        case TIMESTAMP:
                            {
                                Timestamp t = ((TimestampObjectInspector) poi).getPrimitiveJavaObject(o);
                                appendWithQuotes(sb, t.toString());
                                break;
                            }
                        case DECIMAL:
                            sb.append(((HiveDecimalObjectInspector) poi).getPrimitiveJavaObject(o));
                            break;
                        case VARCHAR:
                            {
                                String s = SerDeUtils.escapeString(((HiveVarcharObjectInspector) poi).getPrimitiveJavaObject(o).toString());
                                appendWithQuotes(sb, s);
                                break;
                            }
                        case CHAR:
                            {
                                // this should use HiveChar.getPaddedValue() but it's protected; currently (v0.13)
                                // HiveChar.toString() returns getPaddedValue()
                                String s = SerDeUtils.escapeString(((HiveCharObjectInspector) poi).getPrimitiveJavaObject(o).toString());
                                appendWithQuotes(sb, s);
                                break;
                            }
                        default:
                            throw new RuntimeException("Unknown primitive type: " + poi.getPrimitiveCategory());
                    }
                }
                break;
            }
        case LIST:
            {
                ListObjectInspector loi = (ListObjectInspector) oi;
                ObjectInspector listElementObjectInspector = loi.getListElementObjectInspector();
                List<?> olist = loi.getList(o);
                if (olist == null) {
                    sb.append("null");
                } else {
                    sb.append(SerDeUtils.LBRACKET);
                    for (int i = 0; i < olist.size(); i++) {
                        if (i > 0) {
                            sb.append(SerDeUtils.COMMA);
                        }
                        buildJSONString(sb, olist.get(i), listElementObjectInspector);
                    }
                    sb.append(SerDeUtils.RBRACKET);
                }
                break;
            }
        case MAP:
            {
                MapObjectInspector moi = (MapObjectInspector) oi;
                ObjectInspector mapKeyObjectInspector = moi.getMapKeyObjectInspector();
                ObjectInspector mapValueObjectInspector = moi.getMapValueObjectInspector();
                Map<?, ?> omap = moi.getMap(o);
                if (omap == null) {
                    sb.append("null");
                } else {
                    sb.append(SerDeUtils.LBRACE);
                    boolean first = true;
                    for (Object entry : omap.entrySet()) {
                        if (first) {
                            first = false;
                        } else {
                            sb.append(SerDeUtils.COMMA);
                        }
                        Map.Entry<?, ?> e = (Map.Entry<?, ?>) entry;
                        StringBuilder keyBuilder = new StringBuilder();
                        buildJSONString(keyBuilder, e.getKey(), mapKeyObjectInspector);
                        String keyString = keyBuilder.toString().trim();
                        if ((!keyString.isEmpty()) && (keyString.charAt(0) != SerDeUtils.QUOTE)) {
                            appendWithQuotes(sb, keyString);
                        } else {
                            sb.append(keyString);
                        }
                        sb.append(SerDeUtils.COLON);
                        buildJSONString(sb, e.getValue(), mapValueObjectInspector);
                    }
                    sb.append(SerDeUtils.RBRACE);
                }
                break;
            }
        case STRUCT:
            {
                StructObjectInspector soi = (StructObjectInspector) oi;
                List<? extends StructField> structFields = soi.getAllStructFieldRefs();
                if (o == null) {
                    sb.append("null");
                } else {
                    sb.append(SerDeUtils.LBRACE);
                    for (int i = 0; i < structFields.size(); i++) {
                        if (i > 0) {
                            sb.append(SerDeUtils.COMMA);
                        }
                        appendWithQuotes(sb, structFields.get(i).getFieldName());
                        sb.append(SerDeUtils.COLON);
                        buildJSONString(sb, soi.getStructFieldData(o, structFields.get(i)), structFields.get(i).getFieldObjectInspector());
                    }
                    sb.append(SerDeUtils.RBRACE);
                }
                break;
            }
        case UNION:
            {
                UnionObjectInspector uoi = (UnionObjectInspector) oi;
                if (o == null) {
                    sb.append("null");
                } else {
                    sb.append(SerDeUtils.LBRACE);
                    sb.append(uoi.getTag(o));
                    sb.append(SerDeUtils.COLON);
                    buildJSONString(sb, uoi.getField(o), uoi.getObjectInspectors().get(uoi.getTag(o)));
                    sb.append(SerDeUtils.RBRACE);
                }
                break;
            }
        default:
            throw new RuntimeException("Unknown type in ObjectInspector!");
    }
}

Example 2 with FloatObjectInspector

use of org.apache.hadoop.hive.serde2.objectinspector.primitive.FloatObjectInspector in project presto by prestodb.

the class TestDataWritableWriter method writePrimitive.

/**
 * It writes the primitive value to the Parquet RecordConsumer.
 *
 * @param value The object that contains the primitive value.
 * @param inspector The object inspector used to get the correct value type.
 */
private void writePrimitive(final Object value, final PrimitiveObjectInspector inspector) {
    if (value == null) {
        return;
    }
    switch(inspector.getPrimitiveCategory()) {
        case VOID:
            return;
        case DOUBLE:
            recordConsumer.addDouble(((DoubleObjectInspector) inspector).get(value));
            break;
        case BOOLEAN:
            recordConsumer.addBoolean(((BooleanObjectInspector) inspector).get(value));
            break;
        case FLOAT:
            recordConsumer.addFloat(((FloatObjectInspector) inspector).get(value));
            break;
        case BYTE:
            recordConsumer.addInteger(((ByteObjectInspector) inspector).get(value));
            break;
        case INT:
            recordConsumer.addInteger(((IntObjectInspector) inspector).get(value));
            break;
        case LONG:
            recordConsumer.addLong(((LongObjectInspector) inspector).get(value));
            break;
        case SHORT:
            recordConsumer.addInteger(((ShortObjectInspector) inspector).get(value));
            break;
        case STRING:
            String v = ((StringObjectInspector) inspector).getPrimitiveJavaObject(value);
            recordConsumer.addBinary(Binary.fromString(v));
            break;
        case CHAR:
            String vChar = ((HiveCharObjectInspector) inspector).getPrimitiveJavaObject(value).getStrippedValue();
            recordConsumer.addBinary(Binary.fromString(vChar));
            break;
        case VARCHAR:
            String vVarchar = ((HiveVarcharObjectInspector) inspector).getPrimitiveJavaObject(value).getValue();
            recordConsumer.addBinary(Binary.fromString(vVarchar));
            break;
        case BINARY:
            byte[] vBinary = ((BinaryObjectInspector) inspector).getPrimitiveJavaObject(value);
            recordConsumer.addBinary(Binary.fromByteArray(vBinary));
            break;
        case TIMESTAMP:
            Timestamp ts = ((TimestampObjectInspector) inspector).getPrimitiveJavaObject(value);
            recordConsumer.addBinary(NanoTimeUtils.getNanoTime(ts, false).toBinary());
            break;
        case DECIMAL:
            HiveDecimal vDecimal = ((HiveDecimal) inspector.getPrimitiveJavaObject(value));
            DecimalTypeInfo decTypeInfo = (DecimalTypeInfo) inspector.getTypeInfo();
            recordConsumer.addBinary(decimalToBinary(vDecimal, decTypeInfo));
            break;
        case DATE:
            Date vDate = ((DateObjectInspector) inspector).getPrimitiveJavaObject(value);
            recordConsumer.addInteger(DateWritable.dateToDays(vDate));
            break;
        default:
            throw new IllegalArgumentException("Unsupported primitive data type: " + inspector.getPrimitiveCategory());
    }
}

Example 3 with FloatObjectInspector

use of org.apache.hadoop.hive.serde2.objectinspector.primitive.FloatObjectInspector in project hive by apache.

the class KuduSerDe method serialize.

/**
 * Serialize an object by navigating inside the Object with the ObjectInspector.
 */
@Override
public KuduWritable serialize(Object obj, ObjectInspector objectInspector) throws SerDeException {
    Preconditions.checkArgument(objectInspector.getCategory() == Category.STRUCT);
    StructObjectInspector soi = (StructObjectInspector) objectInspector;
    List<Object> writableObj = soi.getStructFieldsDataAsList(obj);
    List<? extends StructField> fields = soi.getAllStructFieldRefs();
    PartialRow row = schema.newPartialRow();
    for (int i = 0; i < schema.getColumnCount(); i++) {
        StructField field = fields.get(i);
        Object value = writableObj.get(i);
        if (value == null) {
            row.setNull(i);
        } else {
            Type type = schema.getColumnByIndex(i).getType();
            ObjectInspector inspector = field.getFieldObjectInspector();
            switch(type) {
                case BOOL:
                    boolean boolVal = ((BooleanObjectInspector) inspector).get(value);
                    row.addBoolean(i, boolVal);
                    break;
                case INT8:
                    byte byteVal = ((ByteObjectInspector) inspector).get(value);
                    row.addByte(i, byteVal);
                    break;
                case INT16:
                    short shortVal = ((ShortObjectInspector) inspector).get(value);
                    row.addShort(i, shortVal);
                    break;
                case INT32:
                    int intVal = ((IntObjectInspector) inspector).get(value);
                    row.addInt(i, intVal);
                    break;
                case INT64:
                    long longVal = ((LongObjectInspector) inspector).get(value);
                    row.addLong(i, longVal);
                    break;
                case UNIXTIME_MICROS:
                    // Calling toSqlTimestamp and using the addTimestamp API ensures we properly
                    // convert Hive localDateTime to UTC.
                    java.sql.Timestamp timestampVal = ((TimestampObjectInspector) inspector).getPrimitiveJavaObject(value).toSqlTimestamp();
                    row.addTimestamp(i, timestampVal);
                    break;
                case DECIMAL:
                    HiveDecimal decimalVal = ((HiveDecimalObjectInspector) inspector).getPrimitiveJavaObject(value);
                    row.addDecimal(i, decimalVal.bigDecimalValue());
                    break;
                case FLOAT:
                    float floatVal = ((FloatObjectInspector) inspector).get(value);
                    row.addFloat(i, floatVal);
                    break;
                case DOUBLE:
                    double doubleVal = ((DoubleObjectInspector) inspector).get(value);
                    row.addDouble(i, doubleVal);
                    break;
                case STRING:
                    String stringVal = ((StringObjectInspector) inspector).getPrimitiveJavaObject(value);
                    row.addString(i, stringVal);
                    break;
                case BINARY:
                    byte[] bytesVal = ((BinaryObjectInspector) inspector).getPrimitiveJavaObject(value);
                    row.addBinary(i, bytesVal);
                    break;
                default:
                    throw new SerDeException("Unsupported column type: " + type.name());
            }
        }
    }
    return new KuduWritable(row);
}

Example 4 with FloatObjectInspector

use of org.apache.hadoop.hive.serde2.objectinspector.primitive.FloatObjectInspector in project hive by apache.

the class GenericUDFInBloomFilter method evaluate.

@Override
public Object evaluate(DeferredObject[] arguments) throws HiveException {
    // Return if either of the arguments is null
    if (arguments[0].get() == null || arguments[1].get() == null) {
        return null;
    }
    if (!initializedBloomFilter) {
        // Setup the bloom filter once
        InputStream in = null;
        try {
            BytesWritable bw = (BytesWritable) arguments[1].get();
            byte[] bytes = new byte[bw.getLength()];
            System.arraycopy(bw.getBytes(), 0, bytes, 0, bw.getLength());
            in = new NonSyncByteArrayInputStream(bytes);
            bloomFilter = BloomKFilter.deserialize(in);
        } catch (IOException e) {
            throw new HiveException(e);
        } finally {
            IOUtils.closeStream(in);
        }
        initializedBloomFilter = true;
    }
    // Check if the value is in bloom filter
    switch(((PrimitiveObjectInspector) valObjectInspector).getTypeInfo().getPrimitiveCategory()) {
        case BOOLEAN:
            boolean vBoolean = ((BooleanObjectInspector) valObjectInspector).get(arguments[0].get());
            return bloomFilter.testLong(vBoolean ? 1 : 0);
        case BYTE:
            byte vByte = ((ByteObjectInspector) valObjectInspector).get(arguments[0].get());
            return bloomFilter.testLong(vByte);
        case SHORT:
            short vShort = ((ShortObjectInspector) valObjectInspector).get(arguments[0].get());
            return bloomFilter.testLong(vShort);
        case INT:
            int vInt = ((IntObjectInspector) valObjectInspector).get(arguments[0].get());
            return bloomFilter.testLong(vInt);
        case LONG:
            long vLong = ((LongObjectInspector) valObjectInspector).get(arguments[0].get());
            return bloomFilter.testLong(vLong);
        case FLOAT:
            float vFloat = ((FloatObjectInspector) valObjectInspector).get(arguments[0].get());
            return bloomFilter.testDouble(vFloat);
        case DOUBLE:
            double vDouble = ((DoubleObjectInspector) valObjectInspector).get(arguments[0].get());
            return bloomFilter.testDouble(vDouble);
        case DECIMAL:
            HiveDecimalWritable vDecimal = ((HiveDecimalObjectInspector) valObjectInspector).getPrimitiveWritableObject(arguments[0].get());
            int startIdx = vDecimal.toBytes(scratchBuffer);
            return bloomFilter.testBytes(scratchBuffer, startIdx, scratchBuffer.length - startIdx);
        case DATE:
            DateWritableV2 vDate = ((DateObjectInspector) valObjectInspector).getPrimitiveWritableObject(arguments[0].get());
            return bloomFilter.testLong(vDate.getDays());
        case TIMESTAMP:
            Timestamp vTimeStamp = ((TimestampObjectInspector) valObjectInspector).getPrimitiveJavaObject(arguments[0].get());
            return bloomFilter.testLong(vTimeStamp.toEpochMilli());
        case CHAR:
            Text vChar = ((HiveCharObjectInspector) valObjectInspector).getPrimitiveWritableObject(arguments[0].get()).getStrippedValue();
            return bloomFilter.testBytes(vChar.getBytes(), 0, vChar.getLength());
        case VARCHAR:
            Text vVarchar = ((HiveVarcharObjectInspector) valObjectInspector).getPrimitiveWritableObject(arguments[0].get()).getTextValue();
            return bloomFilter.testBytes(vVarchar.getBytes(), 0, vVarchar.getLength());
        case STRING:
            Text vString = ((StringObjectInspector) valObjectInspector).getPrimitiveWritableObject(arguments[0].get());
            return bloomFilter.testBytes(vString.getBytes(), 0, vString.getLength());
        case BINARY:
            BytesWritable vBytes = ((BinaryObjectInspector) valObjectInspector).getPrimitiveWritableObject(arguments[0].get());
            return bloomFilter.testBytes(vBytes.getBytes(), 0, vBytes.getLength());
        default:
            throw new UDFArgumentTypeException(0, "Bad primitive category " + ((PrimitiveTypeInfo) valObjectInspector).getPrimitiveCategory());
    }
}

Example 5 with FloatObjectInspector

use of org.apache.hadoop.hive.serde2.objectinspector.primitive.FloatObjectInspector in project hive by apache.

the class LazyUtils method writePrimitive.

/**
 * Write out a binary representation of a PrimitiveObject to a byte stream.
 *
 * @param out ByteStream.Output, an unsynchronized version of ByteArrayOutputStream, used as a
 *            backing buffer for the the DataOutputStream
 * @param o the PrimitiveObject
 * @param oi the PrimitiveObjectInspector
 * @throws IOException on error during the write operation
 */
public static void writePrimitive(OutputStream out, Object o, PrimitiveObjectInspector oi) throws IOException {
    DataOutputStream dos = new DataOutputStream(out);
    try {
        switch(oi.getPrimitiveCategory()) {
            case BOOLEAN:
                boolean b = ((BooleanObjectInspector) oi).get(o);
                dos.writeBoolean(b);
                break;
            case BYTE:
                byte bt = ((ByteObjectInspector) oi).get(o);
                dos.writeByte(bt);
                break;
            case SHORT:
                short s = ((ShortObjectInspector) oi).get(o);
                dos.writeShort(s);
                break;
            case INT:
                int i = ((IntObjectInspector) oi).get(o);
                dos.writeInt(i);
                break;
            case LONG:
                long l = ((LongObjectInspector) oi).get(o);
                dos.writeLong(l);
                break;
            case FLOAT:
                float f = ((FloatObjectInspector) oi).get(o);
                dos.writeFloat(f);
                break;
            case DOUBLE:
                double d = ((DoubleObjectInspector) oi).get(o);
                dos.writeDouble(d);
                break;
            case BINARY:
                {
                    BytesWritable bw = ((BinaryObjectInspector) oi).getPrimitiveWritableObject(o);
                    out.write(bw.getBytes(), 0, bw.getLength());
                    break;
                }
            case DECIMAL:
                {
                    HiveDecimalWritable hdw = ((HiveDecimalObjectInspector) oi).getPrimitiveWritableObject(o);
                    hdw.write(dos);
                    break;
                }
            default:
                throw new RuntimeException("Hive internal error.");
        }
    } finally {
        // closing the underlying ByteStream should have no effect, the data should still be
        // accessible
        dos.close();
    }
}