fast-pack · lemire · Nov 28, 2022 · Nov 26, 2022 · Nov 26, 2022 · Nov 26, 2022
diff --git a/.gitignore b/.gitignore
@@ -1,4 +1,5 @@
 .classpath
+.settings
 .project
 *.class
 *.csv

diff --git a/pom.xml b/pom.xml
@@ -48,6 +48,12 @@
       <version>4.13.1</version>
       <scope>test</scope>
     </dependency>
+    <dependency>
+      <groupId>org.roaringbitmap</groupId>
+      <artifactId>RoaringBitmap</artifactId>
+      <version>0.9.35</version>
+      <scope>test</scope>
+    </dependency>
   </dependencies>
   <issueManagement>
     <system>GitHub Issue Tracking</system>

diff --git a/src/main/java/me/lemire/integercompression/ByteIntegerCODEC.java b/src/main/java/me/lemire/integercompression/ByteIntegerCODEC.java
@@ -18,9 +18,9 @@ public interface ByteIntegerCODEC {
          * Compress data from an array to another array.
          * 
          * Both inpos and outpos are modified to represent how much data was
-         * read and written to if 12 ints (inlength = 12) are compressed to 3
+         * read and written to. If 12 ints (inlength = 12) are compressed to 3
          * bytes, then inpos will be incremented by 12 while outpos will be
-         * incremented by 3 we use IntWrapper to pass the values by reference.
+         * incremented by 3. We use IntWrapper to pass the values by reference.
          * 
          * @param in
          *                input array

diff --git a/src/main/java/me/lemire/integercompression/DeltaZigzagVariableByte.java b/src/main/java/me/lemire/integercompression/DeltaZigzagVariableByte.java
@@ -105,7 +105,7 @@ public void uncompress(int[] inBuf, IntWrapper inPos, int inLen,
 
                 int ip = inPos.get();
                 int op = outPos.get();
-                int vbcNum = 0, vbcShift = 24; // Varialbe Byte Context.
+                int vbcNum = 0, vbcShift = 24; // Variable Byte Context.
                 final int inPosLast = ip + inLen;
                 while (ip < inPosLast) {
                         // Fetch a byte value.

diff --git a/src/main/java/me/lemire/integercompression/IntegerCODEC.java b/src/main/java/me/lemire/integercompression/IntegerCODEC.java
@@ -18,9 +18,9 @@ public interface IntegerCODEC {
          * Compress data from an array to another array.
          * 
          * Both inpos and outpos are modified to represent how much data was
-         * read and written to if 12 ints (inlength = 12) are compressed to 3
+         * read and written to. If 12 ints (inlength = 12) are compressed to 3
          * ints, then inpos will be incremented by 12 while outpos will be
-         * incremented by 3 we use IntWrapper to pass the values by reference.
+         * incremented by 3. We use IntWrapper to pass the values by reference.
          * 
          * @param in
          *                input array

diff --git a/src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java b/src/main/java/me/lemire/integercompression/SkippableIntegerCODEC.java
@@ -10,7 +10,7 @@
 
 /**
  * Interface describing a standard CODEC to compress integers. This is a
- * variation on the IntegerCODEC interface meant to be used for random access.
+ * variation on the IntegerCODEC interface meant to be used for head access.
  * 
  * The main difference is that we must specify the number of integers we wish to
  * decode. This information should be stored elsewhere.
@@ -25,8 +25,8 @@ public interface SkippableIntegerCODEC {
      * Compress data from an array to another array.
      * 
      * Both inpos and outpos are modified to represent how much data was read
-     * and written to if 12 ints (inlength = 12) are compressed to 3 ints, then
-     * inpos will be incremented by 12 while outpos will be incremented by 3 we
+     * and written to. If 12 ints (inlength = 12) are compressed to 3 ints, then
+     * inpos will be incremented by 12 while outpos will be incremented by 3. We
      * use IntWrapper to pass the values by reference.
      * 
      * @param in

diff --git a/src/main/java/me/lemire/integercompression/VariableByte.java b/src/main/java/me/lemire/integercompression/VariableByte.java
@@ -122,8 +122,11 @@ public void uncompress(int[] in, IntWrapper inpos, int inlength, int[] out,
         for (int v = 0, shift = 0; p < finalp;) {
             val = in[p];
             int c = (byte) (val >>> s);
+            // Shift to next byte
             s += 8;
+            // Shift to next integer if s==32
             p += s>>5;
+            // cycle from 31 to 0
             s = s & 31;
             v += ((c & 127) << shift);
             if ((c & 128) == 128) {
@@ -187,8 +190,11 @@ public void headlessUncompress(int[] in, IntWrapper inpos, int inlength, int[] o
         for (int v = 0, shift = 0; tmpoutpos < finaloutpos;) {
             val = in[p];
             int c = val >>> s;
+            // Shift to next byte
             s += 8;
+            // Shift to next integer if s==32
             p += s>>5;
+            // cycle from 31 to 0
             s = s & 31;
             v += ((c & 127) << shift);
             if ((c & 128) == 128) {

diff --git a/src/main/java/me/lemire/longcompression/ByteLongCODEC.java b/src/main/java/me/lemire/longcompression/ByteLongCODEC.java
@@ -0,0 +1,62 @@
+/**
+ * This code is released under the
+ * Apache License Version 2.0 http://www.apache.org/licenses/.
+ *
+ * (c) Daniel Lemire, http://lemire.me/en/
+ */
+
+package me.lemire.longcompression;
+
+import me.lemire.integercompression.IntWrapper;
+
+/**
+ * Interface describing a CODEC to compress longs to bytes.
+ * 
+ * @author Benoit Lacelle
+ * 
+ */
+public interface ByteLongCODEC {
+        /**
+         * Compress data from an array to another array.
+         * 
+         * Both inpos and outpos are modified to represent how much data was
+         * read and written to. If 12 longs (inlength = 12) are compressed to 3
+         * bytes, then inpos will be incremented by 12 while outpos will be
+         * incremented by 3. We use IntWrapper to pass the values by reference.
+         * 
+         * @param in
+         *                input array
+         * @param inpos
+         *                location in the input array
+         * @param inlength
+         *                how many longs to compress
+         * @param out
+         *                output array
+         * @param outpos
+         *                where to write in the output array
+         */
+        public void compress(long[] in, IntWrapper inpos, int inlength,
+                byte[] out, IntWrapper outpos);
+
+        /**
+         * Uncompress data from an array to another array.
+         * 
+         * Both inpos and outpos parameters are modified to indicate new
+         * positions after read/write.
+         * 
+         * @param in
+         *                array containing data in compressed form
+         * @param inpos
+         *                where to start reading in the array
+         * @param inlength
+         *                length of the compressed data (ignored by some
+         *                schemes)
+         * @param out
+         *                array where to write the compressed output
+         * @param outpos
+         *                where to write the compressed output in out
+         */
+        public void uncompress(byte[] in, IntWrapper inpos, int inlength,
+        		long[] out, IntWrapper outpos);
+
+}
diff --git a/src/main/java/me/lemire/longcompression/IntegratedLongCODEC.java b/src/main/java/me/lemire/longcompression/IntegratedLongCODEC.java
@@ -0,0 +1,11 @@
+package me.lemire.longcompression;
+
+/**
+ * This is just like LongCODEC, except that it indicates that delta coding is
+ * "integrated", so that you don't need a separate step for delta coding.
+ * 
+ * @author Benoit Lacelle
+ */
+public interface IntegratedLongCODEC extends LongCODEC {
+
+}
diff --git a/src/main/java/me/lemire/longcompression/LongAs2IntsCodec.java b/src/main/java/me/lemire/longcompression/LongAs2IntsCodec.java
@@ -0,0 +1,189 @@
+package me.lemire.longcompression;
+
+import java.util.Arrays;
+
+import me.lemire.integercompression.BinaryPacking;
+import me.lemire.integercompression.Composition;
+import me.lemire.integercompression.IntCompressor;
+import me.lemire.integercompression.IntWrapper;
+import me.lemire.integercompression.IntegerCODEC;
+import me.lemire.integercompression.VariableByte;
+
+/**
+ * A {@link LongCODEC} which split each long in a highpart (32 first bits) and a low part (32 last bits).
+ * 
+ * @author Benoit Lacelle
+ *
+ */
+public class LongAs2IntsCodec implements LongCODEC {
+	final IntegerCODEC highPartsCodec;
+	final IntegerCODEC lowPartsCodec;
+
+	public LongAs2IntsCodec(IntegerCODEC highPartsCodec, IntegerCODEC lowPartsCodec) {
+		this.highPartsCodec = highPartsCodec;
+		this.lowPartsCodec = lowPartsCodec;
+	}
+
+	/**
+	 * By default, we expect longs to be slightly above Integer.MAX_VALUE. Hence highParts to be small and positive
+	 * integers. For lowParts, we rely on {@link IntCompressor} default IntegerCODEC
+	 */
+	public LongAs2IntsCodec() {
+		this(new VariableByte(), new Composition(new BinaryPacking(), new VariableByte()));
+	}
+
+	@Override
+	public void compress(long[] in, IntWrapper inpos, int inlength, long[] out, IntWrapper outpos) {
+		if (inlength == 0) {
+			return;
+		}
+
+		int[] highParts = new int[inlength];
+		int[] lowParts = new int[inlength];
+
+		for (int i = 0; i < inlength; i++) {
+			int inPosition = inpos.get() + i;
+
+			highParts[i] = RoaringIntPacking.high(in[inPosition]);
+			lowParts[i] = RoaringIntPacking.low(in[inPosition]);
+		}
+
+		// TODO What would be a relevant buffer size?
+		int[] buffer = new int[inlength * 16];
+
+		int outPosition = outpos.get();
+
+		boolean hasLeftover;
+		{
+			// The first integer is reserved to hold the number of compressed ints
+			IntWrapper highPartsOutPosition = new IntWrapper(1);
+
+			highPartsCodec.compress(highParts, new IntWrapper(), inlength, buffer, highPartsOutPosition);
+
+			// Record the compressedHighparts length
+			buffer[0] = highPartsOutPosition.get() - 1;
+
+			for (int i = 0; i < highPartsOutPosition.get() / 2; i++) {
+				long pack = RoaringIntPacking.pack(buffer[i * 2], buffer[i * 2 + 1]);
+				out[outPosition++] = pack;
+			}
+
+			if (1 == highPartsOutPosition.get() % 2) {
+				// Shift the trailing integer as first in the buffer
+				hasLeftover = true;
+				buffer[0] = buffer[highPartsOutPosition.get() - 1];
+			} else {
+				hasLeftover = false;
+			}
+		}
+
+		{
+			// The first integer is reserved to hold the number of compressed ints
+			IntWrapper lowPartsOutPosition = new IntWrapper(1);
+			if (hasLeftover) {
+				// Keep the trailing int from highParts before the reserved int from lowParts compressed length
+				lowPartsOutPosition.set(2);
+			}
+
+			lowPartsCodec.compress(lowParts, new IntWrapper(0), inlength, buffer, lowPartsOutPosition);
+
+			// Record the compressedHighparts length
+			buffer[hasLeftover ? 1 : 0] = lowPartsOutPosition.get() - (hasLeftover ? 2 : 1);
+
+			for (int i = 0; i < lowPartsOutPosition.get() / 2; i++) {
+				long pack = RoaringIntPacking.pack(buffer[i * 2], buffer[i * 2 + 1]);
+				out[outPosition++] = pack;
+			}
+
+			if (1 == lowPartsOutPosition.get() % 2) {
+				// The trailing integer is packed with a 0
+				long pack = RoaringIntPacking.pack(buffer[lowPartsOutPosition.get() - 1], 0);
+				out[outPosition++] = pack;
+			}
+		}
+
+		inpos.add(inlength);
+		outpos.set(outPosition);
+	}
+
+	/**
+	 * inlength is ignored by this codec. We may rely on it instead of storing the compressedLowPart length
+	 */
+	@Override
+	public void uncompress(long[] in, IntWrapper inpos, int inlength, long[] out, IntWrapper outpos) {
+		if (inlength == 0) {
+			return;
+		}
+
+		int longIndex = inpos.get();
+
+		int nbCompressedHighParts = RoaringIntPacking.high(in[longIndex]);
+		int[] compressedHighParts = new int[nbCompressedHighParts];
+
+		// !highPart as we just read the highPart for nbCompressedHighParts
+		boolean highPart = false;
+		for (int i = 0; i < nbCompressedHighParts; i++) {
+			int nextInt;
+			if (highPart) {
+				nextInt = RoaringIntPacking.high(in[longIndex + (i + 1) / 2]);
+			} else {
+				nextInt = RoaringIntPacking.low(in[longIndex + (i + 1) / 2]);
+			}
+			compressedHighParts[i] = nextInt;
+
+			highPart = !highPart;
+		}
+
+		// TODO What would be a relevant buffer size?
+		int[] buffer = new int[inlength * 16];
+
+		IntWrapper highPartsOutPosition = new IntWrapper();
+		highPartsCodec.uncompress(compressedHighParts,
+				new IntWrapper(),
+				compressedHighParts.length,
+				buffer,
+				highPartsOutPosition);
+		int[] highParts = Arrays.copyOf(buffer, highPartsOutPosition.get());
+
+		// +1 as we initially read nbCompressedHighParts
+		int intIndexNbCompressedLowParts = longIndex * 2 + 1 + nbCompressedHighParts;
+		int nbCompressedLowParts;
+		if (highPart) {
+			nbCompressedLowParts = RoaringIntPacking.high(in[intIndexNbCompressedLowParts / 2]);
+		} else {
+			nbCompressedLowParts = RoaringIntPacking.low(in[intIndexNbCompressedLowParts / 2]);
+		}
+		highPart = !highPart;
+
+		int[] compressedLowParts = new int[nbCompressedLowParts];
+		for (int i = 0; i < nbCompressedLowParts; i++) {
+			int nextInt;
+			if (highPart) {
+				nextInt = RoaringIntPacking.high(in[(intIndexNbCompressedLowParts + 1 + i) / 2]);
+			} else {
+				nextInt = RoaringIntPacking.low(in[(intIndexNbCompressedLowParts + 1 + i) / 2]);
+			}
+			compressedLowParts[i] = nextInt;
+
+			highPart = !highPart;
+		}
+
+		IntWrapper lowPartsOutPosition = new IntWrapper();
+		lowPartsCodec.uncompress(compressedLowParts,
+				new IntWrapper(),
+				compressedLowParts.length,
+				buffer,
+				lowPartsOutPosition);
+		int[] lowParts = Arrays.copyOf(buffer, lowPartsOutPosition.get());
+		assert highParts.length == lowParts.length;
+
+		int outposition = outpos.get();
+		for (int i = 0; i < highParts.length; i++) {
+			out[outposition++] = RoaringIntPacking.pack(highParts[i], lowParts[i]);
+		}
+
+		inpos.add(inlength);
+		outpos.set(outposition);
+	}
+
+}