/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You 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.apache.lucene.util;
Floating point numbers smaller than 32 bits.
@lucene.internal
/** Floating point numbers smaller than 32 bits.
*
* @lucene.internal
*/
public class SmallFloat {
No instance /** No instance */
private SmallFloat() {}
Converts a 32 bit float to an 8 bit float.
Values less than zero are all mapped to zero.
Values are truncated (rounded down) to the nearest 8 bit value.
Values between zero and the smallest representable value
are rounded up.
Params: - f – the 32 bit float to be converted to an 8 bit float (byte)
- numMantissaBits – the number of mantissa bits to use in the byte, with the remainder to be used in the exponent
- zeroExp – the zero-point in the range of exponent values
Returns: the 8 bit float representation
/** Converts a 32 bit float to an 8 bit float.
* <br>Values less than zero are all mapped to zero.
* <br>Values are truncated (rounded down) to the nearest 8 bit value.
* <br>Values between zero and the smallest representable value
* are rounded up.
*
* @param f the 32 bit float to be converted to an 8 bit float (byte)
* @param numMantissaBits the number of mantissa bits to use in the byte, with the remainder to be used in the exponent
* @param zeroExp the zero-point in the range of exponent values
* @return the 8 bit float representation
*/
public static byte floatToByte(float f, int numMantissaBits, int zeroExp) {
// Adjustment from a float zero exponent to our zero exponent,
// shifted over to our exponent position.
int fzero = (63-zeroExp)<<numMantissaBits;
int bits = Float.floatToRawIntBits(f);
int smallfloat = bits >> (24-numMantissaBits);
if (smallfloat <= fzero) {
return (bits<=0) ?
(byte)0 // negative numbers and zero both map to 0 byte
:(byte)1; // underflow is mapped to smallest non-zero number.
} else if (smallfloat >= fzero + 0x100) {
return -1; // overflow maps to largest number
} else {
return (byte)(smallfloat - fzero);
}
}
Converts an 8 bit float to a 32 bit float. /** Converts an 8 bit float to a 32 bit float. */
public static float byteToFloat(byte b, int numMantissaBits, int zeroExp) {
// on Java1.5 & 1.6 JVMs, prebuilding a decoding array and doing a lookup
// is only a little bit faster (anywhere from 0% to 7%)
if (b == 0) return 0.0f;
int bits = (b&0xff) << (24-numMantissaBits);
bits += (63-zeroExp) << 24;
return Float.intBitsToFloat(bits);
}
//
// Some specializations of the generic functions follow.
// The generic functions are just as fast with current (1.5)
// -server JVMs, but still slower with client JVMs.
//
floatToByte(b, mantissaBits=3, zeroExponent=15)
smallest non-zero value = 5.820766E-10
largest value = 7.5161928E9
epsilon = 0.125
/** floatToByte(b, mantissaBits=3, zeroExponent=15)
* <br>smallest non-zero value = 5.820766E-10
* <br>largest value = 7.5161928E9
* <br>epsilon = 0.125
*/
public static byte floatToByte315(float f) {
int bits = Float.floatToRawIntBits(f);
int smallfloat = bits >> (24-3);
if (smallfloat <= ((63-15)<<3)) {
return (bits<=0) ? (byte)0 : (byte)1;
}
if (smallfloat >= ((63-15)<<3) + 0x100) {
return -1;
}
return (byte)(smallfloat - ((63-15)<<3));
}
byteToFloat(b, mantissaBits=3, zeroExponent=15) /** byteToFloat(b, mantissaBits=3, zeroExponent=15) */
public static float byte315ToFloat(byte b) {
// on Java1.5 & 1.6 JVMs, prebuilding a decoding array and doing a lookup
// is only a little bit faster (anywhere from 0% to 7%)
if (b == 0) return 0.0f;
int bits = (b&0xff) << (24-3);
bits += (63-15) << 24;
return Float.intBitsToFloat(bits);
}
Float-like encoding for positive longs that preserves ordering and 4 significant bits. /** Float-like encoding for positive longs that preserves ordering and 4 significant bits. */
public static int longToInt4(long i) {
if (i < 0) {
throw new IllegalArgumentException("Only supports positive values, got " + i);
}
int numBits = 64 - Long.numberOfLeadingZeros(i);
if (numBits < 4) {
// subnormal value
return Math.toIntExact(i);
} else {
// normal value
int shift = numBits - 4;
// only keep the 5 most significant bits
int encoded = Math.toIntExact(i >>> shift);
// clear the most significant bit, which is implicit
encoded &= 0x07;
// encode the shift, adding 1 because 0 is reserved for subnormal values
encoded |= (shift + 1) << 3;
return encoded;
}
}
Decode values encoded with longToInt4(long)
. /**
* Decode values encoded with {@link #longToInt4(long)}.
*/
public static final long int4ToLong(int i) {
long bits = i & 0x07;
int shift = (i >>> 3) - 1;
long decoded;
if (shift == -1) {
// subnormal value
decoded = bits;
} else {
// normal value
decoded = (bits | 0x08) << shift;
}
return decoded;
}
private static final int MAX_INT4 = longToInt4(Integer.MAX_VALUE);
private static final int NUM_FREE_VALUES = 255 - MAX_INT4;
Encode an integer to a byte. It is built upon longToInt4(long)
and leverages the fact that longToInt4(Integer.MAX_VALUE)
is less than 255 to encode low values more accurately. /**
* Encode an integer to a byte. It is built upon {@link #longToInt4(long)}
* and leverages the fact that {@code longToInt4(Integer.MAX_VALUE)} is
* less than 255 to encode low values more accurately.
*/
public static byte intToByte4(int i) {
if (i < 0) {
throw new IllegalArgumentException("Only supports positive values, got " + i);
}
if (i < NUM_FREE_VALUES) {
return (byte) i;
} else {
return (byte) (NUM_FREE_VALUES + longToInt4(i - NUM_FREE_VALUES));
}
}
Decode values that have been encoded with intToByte4(int)
. /**
* Decode values that have been encoded with {@link #intToByte4(int)}.
*/
public static int byte4ToInt(byte b) {
int i = Byte.toUnsignedInt(b);
if (i < NUM_FREE_VALUES) {
return i;
} else {
long decoded = NUM_FREE_VALUES + int4ToLong(i - NUM_FREE_VALUES);
return Math.toIntExact(decoded);
}
}
}