org.datavec.api.io.WritableUtils Maven / Gradle / Ivy
/*-
* * Copyright 2016 Skymind, Inc.
* *
* * Licensed under the Apache License, Version 2.0 (the "License");
* * you may not use this file except in compliance with the License.
* * You may obtain a copy of the License at
* *
* * http://www.apache.org/licenses/LICENSE-2.0
* *
* * Unless required by applicable law or agreed to in writing, software
* * distributed under the License is distributed on an "AS IS" BASIS,
* * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* * See the License for the specific language governing permissions and
* * limitations under the License.
*/
package org.datavec.api.io;
import org.datavec.api.conf.Configuration;
import org.datavec.api.util.ReflectionUtils;
import org.datavec.api.writable.Text;
import org.datavec.api.writable.Writable;
import java.io.*;
import java.util.zip.GZIPInputStream;
import java.util.zip.GZIPOutputStream;
public final class WritableUtils {
public static byte[] readCompressedByteArray(DataInput in) throws IOException {
int length = in.readInt();
if (length == -1)
return null;
byte[] buffer = new byte[length];
in.readFully(buffer); // could/should use readFully(buffer,0,length)?
GZIPInputStream gzi = new GZIPInputStream(new ByteArrayInputStream(buffer, 0, buffer.length));
byte[] outbuf = new byte[length];
ByteArrayOutputStream bos = new ByteArrayOutputStream();
int len;
while ((len = gzi.read(outbuf, 0, outbuf.length)) != -1) {
bos.write(outbuf, 0, len);
}
byte[] decompressed = bos.toByteArray();
bos.close();
gzi.close();
return decompressed;
}
public static void skipCompressedByteArray(DataInput in) throws IOException {
int length = in.readInt();
if (length != -1) {
skipFully(in, length);
}
}
public static int writeCompressedByteArray(DataOutput out, byte[] bytes) throws IOException {
if (bytes != null) {
ByteArrayOutputStream bos = new ByteArrayOutputStream();
GZIPOutputStream gzout = new GZIPOutputStream(bos);
gzout.write(bytes, 0, bytes.length);
gzout.close();
byte[] buffer = bos.toByteArray();
int len = buffer.length;
out.writeInt(len);
out.write(buffer, 0, len);
/* debug only! Once we have confidence, can lose this. */
return ((bytes.length != 0) ? (100 * buffer.length) / bytes.length : 0);
} else {
out.writeInt(-1);
return -1;
}
}
/* Ugly utility, maybe someone else can do this better */
public static String readCompressedString(DataInput in) throws IOException {
byte[] bytes = readCompressedByteArray(in);
if (bytes == null)
return null;
return new String(bytes, "UTF-8");
}
public static int writeCompressedString(DataOutput out, String s) throws IOException {
return writeCompressedByteArray(out, (s != null) ? s.getBytes("UTF-8") : null);
}
/*
*
* Write a String as a Network Int n, followed by n Bytes
* Alternative to 16 bit read/writeUTF.
* Encoding standard is... ?
*
*/
public static void writeString(DataOutput out, String s) throws IOException {
if (s != null) {
byte[] buffer = s.getBytes("UTF-8");
int len = buffer.length;
out.writeInt(len);
out.write(buffer, 0, len);
} else {
out.writeInt(-1);
}
}
/*
* Read a String as a Network Int n, followed by n Bytes
* Alternative to 16 bit read/writeUTF.
* Encoding standard is... ?
*
*/
public static String readString(DataInput in) throws IOException {
int length = in.readInt();
if (length == -1)
return null;
byte[] buffer = new byte[length];
in.readFully(buffer); // could/should use readFully(buffer,0,length)?
return new String(buffer, "UTF-8");
}
/*
* Write a String array as a Nework Int N, followed by Int N Byte Array Strings.
* Could be generalised using introspection.
*
*/
public static void writeStringArray(DataOutput out, String[] s) throws IOException {
out.writeInt(s.length);
for (int i = 0; i < s.length; i++) {
writeString(out, s[i]);
}
}
/*
* Write a String array as a Nework Int N, followed by Int N Byte Array of
* compressed Strings. Handles also null arrays and null values.
* Could be generalised using introspection.
*
*/
public static void writeCompressedStringArray(DataOutput out, String[] s) throws IOException {
if (s == null) {
out.writeInt(-1);
return;
}
out.writeInt(s.length);
for (int i = 0; i < s.length; i++) {
writeCompressedString(out, s[i]);
}
}
/*
* Write a String array as a Nework Int N, followed by Int N Byte Array Strings.
* Could be generalised using introspection. Actually this bit couldn't...
*
*/
public static String[] readStringArray(DataInput in) throws IOException {
int len = in.readInt();
if (len == -1)
return null;
String[] s = new String[len];
for (int i = 0; i < len; i++) {
s[i] = readString(in);
}
return s;
}
/*
* Write a String array as a Nework Int N, followed by Int N Byte Array Strings.
* Could be generalised using introspection. Handles null arrays and null values.
*
*/
public static String[] readCompressedStringArray(DataInput in) throws IOException {
int len = in.readInt();
if (len == -1)
return null;
String[] s = new String[len];
for (int i = 0; i < len; i++) {
s[i] = readCompressedString(in);
}
return s;
}
/*
*
* Test Utility Method Display Byte Array.
*
*/
public static void displayByteArray(byte[] record) {
int i;
for (i = 0; i < record.length - 1; i++) {
if (i % 16 == 0) {
System.out.println();
}
System.out.print(Integer.toHexString(record[i] >> 4 & 0x0F));
System.out.print(Integer.toHexString(record[i] & 0x0F));
System.out.print(",");
}
System.out.print(Integer.toHexString(record[i] >> 4 & 0x0F));
System.out.print(Integer.toHexString(record[i] & 0x0F));
System.out.println();
}
/**
* Make a copy of a writable object using serialization to a buffer.
* @param orig The object to copy
* @return The copied object
*/
public static T clone(T orig, Configuration conf) {
try {
@SuppressWarnings("unchecked") // Unchecked cast from Class to Class
T newInst = ReflectionUtils.newInstance((Class) orig.getClass(), conf);
ReflectionUtils.copy(conf, orig, newInst);
return newInst;
} catch (IOException e) {
throw new RuntimeException("Error writing/reading clone buffer", e);
}
}
/**
* Serializes an integer to a binary stream with zero-compressed encoding.
* For -120 <= i <= 127, only one byte is used with the actual value.
* For other values of i, the first byte value indicates whether the
* integer is positive or negative, and the number of bytes that follow.
* If the first byte value v is between -121 and -124, the following integer
* is positive, with number of bytes that follow are -(v+120).
* If the first byte value v is between -125 and -128, the following integer
* is negative, with number of bytes that follow are -(v+124). Bytes are
* stored in the high-non-zero-byte-first order.
*
* @param stream Binary output stream
* @param i Integer to be serialized
* @throws java.io.IOException
*/
public static void writeVInt(DataOutput stream, int i) throws IOException {
writeVLong(stream, i);
}
/**
* Serializes a long to a binary stream with zero-compressed encoding.
* For -112 <= i <= 127, only one byte is used with the actual value.
* For other values of i, the first byte value indicates whether the
* long is positive or negative, and the number of bytes that follow.
* If the first byte value v is between -113 and -120, the following long
* is positive, with number of bytes that follow are -(v+112).
* If the first byte value v is between -121 and -128, the following long
* is negative, with number of bytes that follow are -(v+120). Bytes are
* stored in the high-non-zero-byte-first order.
*
* @param stream Binary output stream
* @param i Long to be serialized
* @throws java.io.IOException
*/
public static void writeVLong(DataOutput stream, long i) throws IOException {
if (i >= -112 && i <= 127) {
stream.writeByte((byte) i);
return;
}
int len = -112;
if (i < 0) {
i ^= -1L; // take one's complement'
len = -120;
}
long tmp = i;
while (tmp != 0) {
tmp = tmp >> 8;
len--;
}
stream.writeByte((byte) len);
len = (len < -120) ? -(len + 120) : -(len + 112);
for (int idx = len; idx != 0; idx--) {
int shiftbits = (idx - 1) * 8;
long mask = 0xFFL << shiftbits;
stream.writeByte((byte) ((i & mask) >> shiftbits));
}
}
/**
* Reads a zero-compressed encoded long from input stream and returns it.
* @param stream Binary input stream
* @throws java.io.IOException
* @return deserialized long from stream.
*/
public static long readVLong(DataInput stream) throws IOException {
byte firstByte = stream.readByte();
int len = decodeVIntSize(firstByte);
if (len == 1) {
return firstByte;
}
long i = 0;
for (int idx = 0; idx < len - 1; idx++) {
byte b = stream.readByte();
i = i << 8;
i = i | (b & 0xFF);
}
return (isNegativeVInt(firstByte) ? (i ^ -1L) : i);
}
/**
* Reads a zero-compressed encoded integer from input stream and returns it.
* @param stream Binary input stream
* @throws java.io.IOException
* @return deserialized integer from stream.
*/
public static int readVInt(DataInput stream) throws IOException {
return (int) readVLong(stream);
}
/**
* Given the first byte of a vint/vlong, determine the sign
* @param value the first byte
* @return is the value negative
*/
public static boolean isNegativeVInt(byte value) {
return value < -120 || (value >= -112 && value < 0);
}
/**
* Parse the first byte of a vint/vlong to determine the number of bytes
* @param value the first byte of the vint/vlong
* @return the total number of bytes (1 to 9)
*/
public static int decodeVIntSize(byte value) {
if (value >= -112) {
return 1;
} else if (value < -120) {
return -119 - value;
}
return -111 - value;
}
/**
* Get the encoded length if an integer is stored in a variable-length format
* @return the encoded length
*/
public static int getVIntSize(long i) {
if (i >= -112 && i <= 127) {
return 1;
}
if (i < 0) {
i ^= -1L; // take one's complement'
}
// find the number of bytes with non-leading zeros
int dataBits = Long.SIZE - Long.numberOfLeadingZeros(i);
// find the number of data bytes + length byte
return (dataBits + 7) / 8 + 1;
}
/**
* Read an Enum value from DataInput, Enums are read and written
* using String values.
* @param Enum type
* @param in DataInput to read from
* @param enumType Class type of Enum
* @return Enum represented by String read from DataInput
* @throws IOException
*/
public static > T readEnum(DataInput in, Class enumType) throws IOException {
return T.valueOf(enumType, Text.readString(in));
}
/**
* writes String value of enum to DataOutput.
* @param out Dataoutput stream
* @param enumVal enum value
* @throws IOException
*/
public static void writeEnum(DataOutput out, Enum enumVal) throws IOException {
Text.writeString(out, enumVal.name());
}
/**
* Skip len number of bytes in input streamin
* @param in input stream
* @param len number of bytes to skip
* @throws IOException when skipped less number of bytes
*/
public static void skipFully(DataInput in, int len) throws IOException {
int total = 0;
int cur = 0;
while ((total < len) && ((cur = in.skipBytes(len - total)) > 0)) {
total += cur;
}
if (total < len) {
throw new IOException("Not able to skip " + len + " bytes, possibly " + "due to end of input.");
}
}
/** Convert writables to a byte array */
public static byte[] toByteArray(Writable... writables) {
final DataOutputBuffer out = new DataOutputBuffer();
try {
for (Writable w : writables) {
w.write(out);
}
out.close();
} catch (IOException e) {
throw new RuntimeException("Fail to convert writables to a byte array", e);
}
return out.getData();
}
}
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