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authorYuichiro Hanada <yhanada@google.com>2013-08-15 19:11:09 +0900
committerYuichiro Hanada <yhanada@google.com>2013-08-15 20:23:07 +0900
commit94460eba11019ec4658c42b4bcc0379d70f41770 (patch)
treeeb10b1bc9e3d2b48d7eb8536395f15eceaf0702e /java/src/com/android/inputmethod/latin/makedict/BinaryDictInputOutput.java
parent0663bc047b6023bc83c0218b3d36a65cce8d4dfc (diff)
downloadlatinime-94460eba11019ec4658c42b4bcc0379d70f41770.tar.gz
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[Refactor] Divide BinaryDictInputOutput into BinaryDictEncoder and BinaryDictDecoder.
Change-Id: I7c3269d77e3e3b567e459dcaa1bc029903941744
Diffstat (limited to 'java/src/com/android/inputmethod/latin/makedict/BinaryDictInputOutput.java')
-rw-r--r--java/src/com/android/inputmethod/latin/makedict/BinaryDictInputOutput.java1783
1 files changed, 0 insertions, 1783 deletions
diff --git a/java/src/com/android/inputmethod/latin/makedict/BinaryDictInputOutput.java b/java/src/com/android/inputmethod/latin/makedict/BinaryDictInputOutput.java
deleted file mode 100644
index a33cddb49..000000000
--- a/java/src/com/android/inputmethod/latin/makedict/BinaryDictInputOutput.java
+++ /dev/null
@@ -1,1783 +0,0 @@
-/*
- * Copyright (C) 2011 The Android Open Source Project
- *
- * 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 com.android.inputmethod.latin.makedict;
-
-import com.android.inputmethod.annotations.UsedForTesting;
-import com.android.inputmethod.latin.makedict.FormatSpec.FileHeader;
-import com.android.inputmethod.latin.makedict.FormatSpec.FormatOptions;
-import com.android.inputmethod.latin.makedict.FusionDictionary.CharGroup;
-import com.android.inputmethod.latin.makedict.FusionDictionary.DictionaryOptions;
-import com.android.inputmethod.latin.makedict.FusionDictionary.Node;
-import com.android.inputmethod.latin.makedict.FusionDictionary.WeightedString;
-import com.android.inputmethod.latin.utils.JniUtils;
-
-import java.io.ByteArrayOutputStream;
-import java.io.File;
-import java.io.FileInputStream;
-import java.io.FileNotFoundException;
-import java.io.IOException;
-import java.io.OutputStream;
-import java.nio.ByteBuffer;
-import java.nio.channels.FileChannel;
-import java.util.ArrayList;
-import java.util.Arrays;
-import java.util.HashMap;
-import java.util.Iterator;
-import java.util.Map;
-import java.util.TreeMap;
-
-/**
- * Reads and writes XML files for a FusionDictionary.
- *
- * All the methods in this class are static.
- */
-public final class BinaryDictInputOutput {
-
- private static final boolean DBG = MakedictLog.DBG;
-
- static {
- JniUtils.loadNativeLibrary();
- }
-
- // TODO: implement something sensical instead of just a phony method
- private static native int doNothing();
-
- // Arbitrary limit to how much passes we consider address size compression should
- // terminate in. At the time of this writing, our largest dictionary completes
- // compression in five passes.
- // If the number of passes exceeds this number, makedict bails with an exception on
- // suspicion that a bug might be causing an infinite loop.
- private static final int MAX_PASSES = 24;
- private static final int MAX_JUMPS = 12;
-
- @UsedForTesting
- public interface FusionDictionaryBufferInterface {
- public int readUnsignedByte();
- public int readUnsignedShort();
- public int readUnsignedInt24();
- public int readInt();
- public int position();
- public void position(int newPosition);
- public void put(final byte b);
- public int limit();
- @UsedForTesting
- public int capacity();
- }
-
- public static final class ByteBufferWrapper implements FusionDictionaryBufferInterface {
- private ByteBuffer mBuffer;
-
- public ByteBufferWrapper(final ByteBuffer buffer) {
- mBuffer = buffer;
- }
-
- @Override
- public int readUnsignedByte() {
- return mBuffer.get() & 0xFF;
- }
-
- @Override
- public int readUnsignedShort() {
- return mBuffer.getShort() & 0xFFFF;
- }
-
- @Override
- public int readUnsignedInt24() {
- final int retval = readUnsignedByte();
- return (retval << 16) + readUnsignedShort();
- }
-
- @Override
- public int readInt() {
- return mBuffer.getInt();
- }
-
- @Override
- public int position() {
- return mBuffer.position();
- }
-
- @Override
- public void position(int newPos) {
- mBuffer.position(newPos);
- }
-
- @Override
- public void put(final byte b) {
- mBuffer.put(b);
- }
-
- @Override
- public int limit() {
- return mBuffer.limit();
- }
-
- @Override
- public int capacity() {
- return mBuffer.capacity();
- }
- }
-
- /**
- * A class grouping utility function for our specific character encoding.
- */
- static final class CharEncoding {
- private static final int MINIMAL_ONE_BYTE_CHARACTER_VALUE = 0x20;
- private static final int MAXIMAL_ONE_BYTE_CHARACTER_VALUE = 0xFF;
-
- /**
- * Helper method to find out whether this code fits on one byte
- */
- private static boolean fitsOnOneByte(final int character) {
- return character >= MINIMAL_ONE_BYTE_CHARACTER_VALUE
- && character <= MAXIMAL_ONE_BYTE_CHARACTER_VALUE;
- }
-
- /**
- * Compute the size of a character given its character code.
- *
- * Char format is:
- * 1 byte = bbbbbbbb match
- * case 000xxxxx: xxxxx << 16 + next byte << 8 + next byte
- * else: if 00011111 (= 0x1F) : this is the terminator. This is a relevant choice because
- * unicode code points range from 0 to 0x10FFFF, so any 3-byte value starting with
- * 00011111 would be outside unicode.
- * else: iso-latin-1 code
- * This allows for the whole unicode range to be encoded, including chars outside of
- * the BMP. Also everything in the iso-latin-1 charset is only 1 byte, except control
- * characters which should never happen anyway (and still work, but take 3 bytes).
- *
- * @param character the character code.
- * @return the size in binary encoded-form, either 1 or 3 bytes.
- */
- static int getCharSize(final int character) {
- // See char encoding in FusionDictionary.java
- if (fitsOnOneByte(character)) return 1;
- if (FormatSpec.INVALID_CHARACTER == character) return 1;
- return 3;
- }
-
- /**
- * Compute the byte size of a character array.
- */
- private static int getCharArraySize(final int[] chars) {
- int size = 0;
- for (int character : chars) size += getCharSize(character);
- return size;
- }
-
- /**
- * Writes a char array to a byte buffer.
- *
- * @param codePoints the code point array to write.
- * @param buffer the byte buffer to write to.
- * @param index the index in buffer to write the character array to.
- * @return the index after the last character.
- */
- private static int writeCharArray(final int[] codePoints, final byte[] buffer, int index) {
- for (int codePoint : codePoints) {
- if (1 == getCharSize(codePoint)) {
- buffer[index++] = (byte)codePoint;
- } else {
- buffer[index++] = (byte)(0xFF & (codePoint >> 16));
- buffer[index++] = (byte)(0xFF & (codePoint >> 8));
- buffer[index++] = (byte)(0xFF & codePoint);
- }
- }
- return index;
- }
-
- /**
- * Writes a string with our character format to a byte buffer.
- *
- * This will also write the terminator byte.
- *
- * @param buffer the byte buffer to write to.
- * @param origin the offset to write from.
- * @param word the string to write.
- * @return the size written, in bytes.
- */
- private static int writeString(final byte[] buffer, final int origin,
- final String word) {
- final int length = word.length();
- int index = origin;
- for (int i = 0; i < length; i = word.offsetByCodePoints(i, 1)) {
- final int codePoint = word.codePointAt(i);
- if (1 == getCharSize(codePoint)) {
- buffer[index++] = (byte)codePoint;
- } else {
- buffer[index++] = (byte)(0xFF & (codePoint >> 16));
- buffer[index++] = (byte)(0xFF & (codePoint >> 8));
- buffer[index++] = (byte)(0xFF & codePoint);
- }
- }
- buffer[index++] = FormatSpec.GROUP_CHARACTERS_TERMINATOR;
- return index - origin;
- }
-
- /**
- * Writes a string with our character format to a ByteArrayOutputStream.
- *
- * This will also write the terminator byte.
- *
- * @param buffer the ByteArrayOutputStream to write to.
- * @param word the string to write.
- */
- private static void writeString(final ByteArrayOutputStream buffer, final String word) {
- final int length = word.length();
- for (int i = 0; i < length; i = word.offsetByCodePoints(i, 1)) {
- final int codePoint = word.codePointAt(i);
- if (1 == getCharSize(codePoint)) {
- buffer.write((byte) codePoint);
- } else {
- buffer.write((byte) (0xFF & (codePoint >> 16)));
- buffer.write((byte) (0xFF & (codePoint >> 8)));
- buffer.write((byte) (0xFF & codePoint));
- }
- }
- buffer.write(FormatSpec.GROUP_CHARACTERS_TERMINATOR);
- }
-
- /**
- * Reads a string from a buffer. This is the converse of the above method.
- */
- private static String readString(final FusionDictionaryBufferInterface buffer) {
- final StringBuilder s = new StringBuilder();
- int character = readChar(buffer);
- while (character != FormatSpec.INVALID_CHARACTER) {
- s.appendCodePoint(character);
- character = readChar(buffer);
- }
- return s.toString();
- }
-
- /**
- * Reads a character from the buffer.
- *
- * This follows the character format documented earlier in this source file.
- *
- * @param buffer the buffer, positioned over an encoded character.
- * @return the character code.
- */
- static int readChar(final FusionDictionaryBufferInterface buffer) {
- int character = buffer.readUnsignedByte();
- if (!fitsOnOneByte(character)) {
- if (FormatSpec.GROUP_CHARACTERS_TERMINATOR == character) {
- return FormatSpec.INVALID_CHARACTER;
- }
- character <<= 16;
- character += buffer.readUnsignedShort();
- }
- return character;
- }
- }
-
- /**
- * Compute the binary size of the character array.
- *
- * If only one character, this is the size of this character. If many, it's the sum of their
- * sizes + 1 byte for the terminator.
- *
- * @param characters the character array
- * @return the size of the char array, including the terminator if any
- */
- static int getGroupCharactersSize(final int[] characters) {
- int size = CharEncoding.getCharArraySize(characters);
- if (characters.length > 1) size += FormatSpec.GROUP_TERMINATOR_SIZE;
- return size;
- }
-
- /**
- * Compute the binary size of the character array in a group
- *
- * If only one character, this is the size of this character. If many, it's the sum of their
- * sizes + 1 byte for the terminator.
- *
- * @param group the group
- * @return the size of the char array, including the terminator if any
- */
- private static int getGroupCharactersSize(final CharGroup group) {
- return getGroupCharactersSize(group.mChars);
- }
-
- /**
- * Compute the binary size of the group count for a node
- * @param node the node
- * @return the size of the group count, either 1 or 2 bytes.
- */
- private static int getGroupCountSize(final Node node) {
- return BinaryDictIOUtils.getGroupCountSize(node.mData.size());
- }
-
- /**
- * Compute the size of a shortcut in bytes.
- */
- private static int getShortcutSize(final WeightedString shortcut) {
- int size = FormatSpec.GROUP_ATTRIBUTE_FLAGS_SIZE;
- final String word = shortcut.mWord;
- final int length = word.length();
- for (int i = 0; i < length; i = word.offsetByCodePoints(i, 1)) {
- final int codePoint = word.codePointAt(i);
- size += CharEncoding.getCharSize(codePoint);
- }
- size += FormatSpec.GROUP_TERMINATOR_SIZE;
- return size;
- }
-
- /**
- * Compute the size of a shortcut list in bytes.
- *
- * This is known in advance and does not change according to position in the file
- * like address lists do.
- */
- static int getShortcutListSize(final ArrayList<WeightedString> shortcutList) {
- if (null == shortcutList) return 0;
- int size = FormatSpec.GROUP_SHORTCUT_LIST_SIZE_SIZE;
- for (final WeightedString shortcut : shortcutList) {
- size += getShortcutSize(shortcut);
- }
- return size;
- }
-
- /**
- * Compute the maximum size of a CharGroup, assuming 3-byte addresses for everything.
- *
- * @param group the CharGroup to compute the size of.
- * @param options file format options.
- * @return the maximum size of the group.
- */
- private static int getCharGroupMaximumSize(final CharGroup group, final FormatOptions options) {
- int size = getGroupHeaderSize(group, options);
- // If terminal, one byte for the frequency
- if (group.isTerminal()) size += FormatSpec.GROUP_FREQUENCY_SIZE;
- size += FormatSpec.GROUP_MAX_ADDRESS_SIZE; // For children address
- size += getShortcutListSize(group.mShortcutTargets);
- if (null != group.mBigrams) {
- size += (FormatSpec.GROUP_ATTRIBUTE_FLAGS_SIZE
- + FormatSpec.GROUP_ATTRIBUTE_MAX_ADDRESS_SIZE)
- * group.mBigrams.size();
- }
- return size;
- }
-
- /**
- * Compute the maximum size of a node, assuming 3-byte addresses for everything, and caches
- * it in the 'actualSize' member of the node.
- *
- * @param node the node to compute the maximum size of.
- * @param options file format options.
- */
- private static void calculateNodeMaximumSize(final Node node, final FormatOptions options) {
- int size = getGroupCountSize(node);
- for (CharGroup g : node.mData) {
- final int groupSize = getCharGroupMaximumSize(g, options);
- g.mCachedSize = groupSize;
- size += groupSize;
- }
- if (options.mSupportsDynamicUpdate) {
- size += FormatSpec.FORWARD_LINK_ADDRESS_SIZE;
- }
- node.mCachedSize = size;
- }
-
- /**
- * Compute the size of the header (flag + [parent address] + characters size) of a CharGroup.
- *
- * @param group the group of which to compute the size of the header
- * @param options file format options.
- */
- private static int getGroupHeaderSize(final CharGroup group, final FormatOptions options) {
- if (BinaryDictIOUtils.supportsDynamicUpdate(options)) {
- return FormatSpec.GROUP_FLAGS_SIZE + FormatSpec.PARENT_ADDRESS_SIZE
- + getGroupCharactersSize(group);
- } else {
- return FormatSpec.GROUP_FLAGS_SIZE + getGroupCharactersSize(group);
- }
- }
-
- /**
- * Compute the size, in bytes, that an address will occupy.
- *
- * This can be used either for children addresses (which are always positive) or for
- * attribute, which may be positive or negative but
- * store their sign bit separately.
- *
- * @param address the address
- * @return the byte size.
- */
- static int getByteSize(final int address) {
- assert(address <= FormatSpec.UINT24_MAX);
- if (!BinaryDictIOUtils.hasChildrenAddress(address)) {
- return 0;
- } else if (Math.abs(address) <= FormatSpec.UINT8_MAX) {
- return 1;
- } else if (Math.abs(address) <= FormatSpec.UINT16_MAX) {
- return 2;
- } else {
- return 3;
- }
- }
-
- // End utility methods.
-
- // This method is responsible for finding a nice ordering of the nodes that favors run-time
- // cache performance and dictionary size.
- /* package for tests */ static ArrayList<Node> flattenTree(final Node root) {
- final int treeSize = FusionDictionary.countCharGroups(root);
- MakedictLog.i("Counted nodes : " + treeSize);
- final ArrayList<Node> flatTree = new ArrayList<Node>(treeSize);
- return flattenTreeInner(flatTree, root);
- }
-
- private static ArrayList<Node> flattenTreeInner(final ArrayList<Node> list, final Node node) {
- // Removing the node is necessary if the tails are merged, because we would then
- // add the same node several times when we only want it once. A number of places in
- // the code also depends on any node being only once in the list.
- // Merging tails can only be done if there are no attributes. Searching for attributes
- // in LatinIME code depends on a total breadth-first ordering, which merging tails
- // breaks. If there are no attributes, it should be fine (and reduce the file size)
- // to merge tails, and removing the node from the list would be necessary. However,
- // we don't merge tails because breaking the breadth-first ordering would result in
- // extreme overhead at bigram lookup time (it would make the search function O(n) instead
- // of the current O(log(n)), where n=number of nodes in the dictionary which is pretty
- // high).
- // If no nodes are ever merged, we can't have the same node twice in the list, hence
- // searching for duplicates in unnecessary. It is also very performance consuming,
- // since `list' is an ArrayList so it's an O(n) operation that runs on all nodes, making
- // this simple list.remove operation O(n*n) overall. On Android this overhead is very
- // high.
- // For future reference, the code to remove duplicate is a simple : list.remove(node);
- list.add(node);
- final ArrayList<CharGroup> branches = node.mData;
- final int nodeSize = branches.size();
- for (CharGroup group : branches) {
- if (null != group.mChildren) flattenTreeInner(list, group.mChildren);
- }
- return list;
- }
-
- /**
- * Get the offset from a position inside a current node to a target node, during update.
- *
- * If the current node is before the target node, the target node has not been updated yet,
- * so we should return the offset from the old position of the current node to the old position
- * of the target node. If on the other hand the target is before the current node, it already
- * has been updated, so we should return the offset from the new position in the current node
- * to the new position in the target node.
- * @param currentNode the node containing the CharGroup where the offset will be written
- * @param offsetFromStartOfCurrentNode the offset, in bytes, from the start of currentNode
- * @param targetNode the target node to get the offset to
- * @return the offset to the target node
- */
- private static int getOffsetToTargetNodeDuringUpdate(final Node currentNode,
- final int offsetFromStartOfCurrentNode, final Node targetNode) {
- final boolean isTargetBeforeCurrent = (targetNode.mCachedAddressBeforeUpdate
- < currentNode.mCachedAddressBeforeUpdate);
- if (isTargetBeforeCurrent) {
- return targetNode.mCachedAddressAfterUpdate
- - (currentNode.mCachedAddressAfterUpdate + offsetFromStartOfCurrentNode);
- } else {
- return targetNode.mCachedAddressBeforeUpdate
- - (currentNode.mCachedAddressBeforeUpdate + offsetFromStartOfCurrentNode);
- }
- }
-
- /**
- * Get the offset from a position inside a current node to a target CharGroup, during update.
- * @param currentNode the node containing the CharGroup where the offset will be written
- * @param offsetFromStartOfCurrentNode the offset, in bytes, from the start of currentNode
- * @param targetCharGroup the target CharGroup to get the offset to
- * @return the offset to the target CharGroup
- */
- // TODO: is there any way to factorize this method with the one above?
- private static int getOffsetToTargetCharGroupDuringUpdate(final Node currentNode,
- final int offsetFromStartOfCurrentNode, final CharGroup targetCharGroup) {
- final int oldOffsetBasePoint = currentNode.mCachedAddressBeforeUpdate
- + offsetFromStartOfCurrentNode;
- final boolean isTargetBeforeCurrent = (targetCharGroup.mCachedAddressBeforeUpdate
- < oldOffsetBasePoint);
- // If the target is before the current node, then its address has already been updated.
- // We can use the AfterUpdate member, and compare it to our own member after update.
- // Otherwise, the AfterUpdate member is not updated yet, so we need to use the BeforeUpdate
- // member, and of course we have to compare this to our own address before update.
- if (isTargetBeforeCurrent) {
- final int newOffsetBasePoint = currentNode.mCachedAddressAfterUpdate
- + offsetFromStartOfCurrentNode;
- return targetCharGroup.mCachedAddressAfterUpdate - newOffsetBasePoint;
- } else {
- return targetCharGroup.mCachedAddressBeforeUpdate - oldOffsetBasePoint;
- }
- }
-
- /**
- * Computes the actual node size, based on the cached addresses of the children nodes.
- *
- * Each node stores its tentative address. During dictionary address computing, these
- * are not final, but they can be used to compute the node size (the node size depends
- * on the address of the children because the number of bytes necessary to store an
- * address depends on its numeric value. The return value indicates whether the node
- * contents (as in, any of the addresses stored in the cache fields) have changed with
- * respect to their previous value.
- *
- * @param node the node to compute the size of.
- * @param dict the dictionary in which the word/attributes are to be found.
- * @param formatOptions file format options.
- * @return false if none of the cached addresses inside the node changed, true otherwise.
- */
- private static boolean computeActualNodeSize(final Node node, final FusionDictionary dict,
- final FormatOptions formatOptions) {
- boolean changed = false;
- int size = getGroupCountSize(node);
- for (CharGroup group : node.mData) {
- group.mCachedAddressAfterUpdate = node.mCachedAddressAfterUpdate + size;
- if (group.mCachedAddressAfterUpdate != group.mCachedAddressBeforeUpdate) {
- changed = true;
- }
- int groupSize = getGroupHeaderSize(group, formatOptions);
- if (group.isTerminal()) groupSize += FormatSpec.GROUP_FREQUENCY_SIZE;
- if (null == group.mChildren && formatOptions.mSupportsDynamicUpdate) {
- groupSize += FormatSpec.SIGNED_CHILDREN_ADDRESS_SIZE;
- } else if (null != group.mChildren) {
- if (formatOptions.mSupportsDynamicUpdate) {
- groupSize += FormatSpec.SIGNED_CHILDREN_ADDRESS_SIZE;
- } else {
- groupSize += getByteSize(getOffsetToTargetNodeDuringUpdate(node,
- groupSize + size, group.mChildren));
- }
- }
- groupSize += getShortcutListSize(group.mShortcutTargets);
- if (null != group.mBigrams) {
- for (WeightedString bigram : group.mBigrams) {
- final int offset = getOffsetToTargetCharGroupDuringUpdate(node,
- groupSize + size + FormatSpec.GROUP_FLAGS_SIZE,
- FusionDictionary.findWordInTree(dict.mRoot, bigram.mWord));
- groupSize += getByteSize(offset) + FormatSpec.GROUP_FLAGS_SIZE;
- }
- }
- group.mCachedSize = groupSize;
- size += groupSize;
- }
- if (formatOptions.mSupportsDynamicUpdate) {
- size += FormatSpec.FORWARD_LINK_ADDRESS_SIZE;
- }
- if (node.mCachedSize != size) {
- node.mCachedSize = size;
- changed = true;
- }
- return changed;
- }
-
- /**
- * Initializes the cached addresses of nodes from their size.
- *
- * @param flatNodes the array of nodes.
- * @param formatOptions file format options.
- * @return the byte size of the entire stack.
- */
- private static int initializeNodesCachedAddresses(final ArrayList<Node> flatNodes,
- final FormatOptions formatOptions) {
- int nodeOffset = 0;
- for (final Node n : flatNodes) {
- n.mCachedAddressBeforeUpdate = nodeOffset;
- int groupCountSize = getGroupCountSize(n);
- int groupOffset = 0;
- for (final CharGroup g : n.mData) {
- g.mCachedAddressBeforeUpdate = g.mCachedAddressAfterUpdate =
- groupCountSize + nodeOffset + groupOffset;
- groupOffset += g.mCachedSize;
- }
- final int nodeSize = groupCountSize + groupOffset
- + (formatOptions.mSupportsDynamicUpdate
- ? FormatSpec.FORWARD_LINK_ADDRESS_SIZE : 0);
- nodeOffset += n.mCachedSize;
- }
- return nodeOffset;
- }
-
- /**
- * Updates the cached addresses of nodes after recomputing their new positions.
- *
- * @param flatNodes the array of nodes.
- */
- private static void updateNodeCachedAddresses(final ArrayList<Node> flatNodes) {
- for (final Node n : flatNodes) {
- n.mCachedAddressBeforeUpdate = n.mCachedAddressAfterUpdate;
- for (final CharGroup g : n.mData) {
- g.mCachedAddressBeforeUpdate = g.mCachedAddressAfterUpdate;
- }
- }
- }
-
- /**
- * Compute the cached parent addresses after all has been updated.
- *
- * The parent addresses are used by some binary formats at write-to-disk time. Not all formats
- * need them. In particular, version 2 does not need them, and version 3 does.
- *
- * @param flatNodes the flat array of nodes to fill in
- */
- private static void computeParentAddresses(final ArrayList<Node> flatNodes) {
- for (final Node node : flatNodes) {
- for (final CharGroup group : node.mData) {
- if (null != group.mChildren) {
- // Assign my address to children's parent address
- // Here BeforeUpdate and AfterUpdate addresses have the same value, so it
- // does not matter which we use.
- group.mChildren.mCachedParentAddress = group.mCachedAddressAfterUpdate
- - group.mChildren.mCachedAddressAfterUpdate;
- }
- }
- }
- }
-
- /**
- * Compute the addresses and sizes of an ordered node array.
- *
- * This method takes a node array and will update its cached address and size values
- * so that they can be written into a file. It determines the smallest size each of the
- * nodes can be given the addresses of its children and attributes, and store that into
- * each node.
- * The order of the node is given by the order of the array. This method makes no effort
- * to find a good order; it only mechanically computes the size this order results in.
- *
- * @param dict the dictionary
- * @param flatNodes the ordered array of nodes
- * @param formatOptions file format options.
- * @return the same array it was passed. The nodes have been updated for address and size.
- */
- private static ArrayList<Node> computeAddresses(final FusionDictionary dict,
- final ArrayList<Node> flatNodes, final FormatOptions formatOptions) {
- // First get the worst possible sizes and offsets
- for (final Node n : flatNodes) calculateNodeMaximumSize(n, formatOptions);
- final int offset = initializeNodesCachedAddresses(flatNodes, formatOptions);
-
- MakedictLog.i("Compressing the array addresses. Original size : " + offset);
- MakedictLog.i("(Recursively seen size : " + offset + ")");
-
- int passes = 0;
- boolean changesDone = false;
- do {
- changesDone = false;
- int nodeStartOffset = 0;
- for (final Node n : flatNodes) {
- n.mCachedAddressAfterUpdate = nodeStartOffset;
- final int oldNodeSize = n.mCachedSize;
- final boolean changed = computeActualNodeSize(n, dict, formatOptions);
- final int newNodeSize = n.mCachedSize;
- if (oldNodeSize < newNodeSize) throw new RuntimeException("Increased size ?!");
- nodeStartOffset += newNodeSize;
- changesDone |= changed;
- }
- updateNodeCachedAddresses(flatNodes);
- ++passes;
- if (passes > MAX_PASSES) throw new RuntimeException("Too many passes - probably a bug");
- } while (changesDone);
-
- if (formatOptions.mSupportsDynamicUpdate) {
- computeParentAddresses(flatNodes);
- }
- final Node lastNode = flatNodes.get(flatNodes.size() - 1);
- MakedictLog.i("Compression complete in " + passes + " passes.");
- MakedictLog.i("After address compression : "
- + (lastNode.mCachedAddressAfterUpdate + lastNode.mCachedSize));
-
- return flatNodes;
- }
-
- /**
- * Sanity-checking method.
- *
- * This method checks an array of node for juxtaposition, that is, it will do
- * nothing if each node's cached address is actually the previous node's address
- * plus the previous node's size.
- * If this is not the case, it will throw an exception.
- *
- * @param array the array node to check
- */
- private static void checkFlatNodeArray(final ArrayList<Node> array) {
- int offset = 0;
- int index = 0;
- for (final Node n : array) {
- // BeforeUpdate and AfterUpdate addresses are the same here, so it does not matter
- // which we use.
- if (n.mCachedAddressAfterUpdate != offset) {
- throw new RuntimeException("Wrong address for node " + index
- + " : expected " + offset + ", got " + n.mCachedAddressAfterUpdate);
- }
- ++index;
- offset += n.mCachedSize;
- }
- }
-
- /**
- * Helper method to write a variable-size address to a file.
- *
- * @param buffer the buffer to write to.
- * @param index the index in the buffer to write the address to.
- * @param address the address to write.
- * @return the size in bytes the address actually took.
- */
- private static int writeVariableAddress(final byte[] buffer, int index, final int address) {
- switch (getByteSize(address)) {
- case 1:
- buffer[index++] = (byte)address;
- return 1;
- case 2:
- buffer[index++] = (byte)(0xFF & (address >> 8));
- buffer[index++] = (byte)(0xFF & address);
- return 2;
- case 3:
- buffer[index++] = (byte)(0xFF & (address >> 16));
- buffer[index++] = (byte)(0xFF & (address >> 8));
- buffer[index++] = (byte)(0xFF & address);
- return 3;
- case 0:
- return 0;
- default:
- throw new RuntimeException("Address " + address + " has a strange size");
- }
- }
-
- /**
- * Helper method to write a variable-size signed address to a file.
- *
- * @param buffer the buffer to write to.
- * @param index the index in the buffer to write the address to.
- * @param address the address to write.
- * @return the size in bytes the address actually took.
- */
- private static int writeVariableSignedAddress(final byte[] buffer, int index,
- final int address) {
- if (!BinaryDictIOUtils.hasChildrenAddress(address)) {
- buffer[index] = buffer[index + 1] = buffer[index + 2] = 0;
- } else {
- final int absAddress = Math.abs(address);
- buffer[index++] =
- (byte)((address < 0 ? FormatSpec.MSB8 : 0) | (0xFF & (absAddress >> 16)));
- buffer[index++] = (byte)(0xFF & (absAddress >> 8));
- buffer[index++] = (byte)(0xFF & absAddress);
- }
- return 3;
- }
-
- /**
- * Makes the flag value for a char group.
- *
- * @param hasMultipleChars whether the group has multiple chars.
- * @param isTerminal whether the group is terminal.
- * @param childrenAddressSize the size of a children address.
- * @param hasShortcuts whether the group has shortcuts.
- * @param hasBigrams whether the group has bigrams.
- * @param isNotAWord whether the group is not a word.
- * @param isBlackListEntry whether the group is a blacklist entry.
- * @param formatOptions file format options.
- * @return the flags
- */
- static int makeCharGroupFlags(final boolean hasMultipleChars, final boolean isTerminal,
- final int childrenAddressSize, final boolean hasShortcuts, final boolean hasBigrams,
- final boolean isNotAWord, final boolean isBlackListEntry,
- final FormatOptions formatOptions) {
- byte flags = 0;
- if (hasMultipleChars) flags |= FormatSpec.FLAG_HAS_MULTIPLE_CHARS;
- if (isTerminal) flags |= FormatSpec.FLAG_IS_TERMINAL;
- if (formatOptions.mSupportsDynamicUpdate) {
- flags |= FormatSpec.FLAG_IS_NOT_MOVED;
- } else if (true) {
- switch (childrenAddressSize) {
- case 1:
- flags |= FormatSpec.FLAG_GROUP_ADDRESS_TYPE_ONEBYTE;
- break;
- case 2:
- flags |= FormatSpec.FLAG_GROUP_ADDRESS_TYPE_TWOBYTES;
- break;
- case 3:
- flags |= FormatSpec.FLAG_GROUP_ADDRESS_TYPE_THREEBYTES;
- break;
- case 0:
- flags |= FormatSpec.FLAG_GROUP_ADDRESS_TYPE_NOADDRESS;
- break;
- default:
- throw new RuntimeException("Node with a strange address");
- }
- }
- if (hasShortcuts) flags |= FormatSpec.FLAG_HAS_SHORTCUT_TARGETS;
- if (hasBigrams) flags |= FormatSpec.FLAG_HAS_BIGRAMS;
- if (isNotAWord) flags |= FormatSpec.FLAG_IS_NOT_A_WORD;
- if (isBlackListEntry) flags |= FormatSpec.FLAG_IS_BLACKLISTED;
- return flags;
- }
-
- private static byte makeCharGroupFlags(final CharGroup group, final int groupAddress,
- final int childrenOffset, final FormatOptions formatOptions) {
- return (byte) makeCharGroupFlags(group.mChars.length > 1, group.mFrequency >= 0,
- getByteSize(childrenOffset), group.mShortcutTargets != null, group.mBigrams != null,
- group.mIsNotAWord, group.mIsBlacklistEntry, formatOptions);
- }
-
- /**
- * Makes the flag value for a bigram.
- *
- * @param more whether there are more bigrams after this one.
- * @param offset the offset of the bigram.
- * @param bigramFrequency the frequency of the bigram, 0..255.
- * @param unigramFrequency the unigram frequency of the same word, 0..255.
- * @param word the second bigram, for debugging purposes
- * @return the flags
- */
- private static final int makeBigramFlags(final boolean more, final int offset,
- int bigramFrequency, final int unigramFrequency, final String word) {
- int bigramFlags = (more ? FormatSpec.FLAG_ATTRIBUTE_HAS_NEXT : 0)
- + (offset < 0 ? FormatSpec.FLAG_ATTRIBUTE_OFFSET_NEGATIVE : 0);
- switch (getByteSize(offset)) {
- case 1:
- bigramFlags |= FormatSpec.FLAG_ATTRIBUTE_ADDRESS_TYPE_ONEBYTE;
- break;
- case 2:
- bigramFlags |= FormatSpec.FLAG_ATTRIBUTE_ADDRESS_TYPE_TWOBYTES;
- break;
- case 3:
- bigramFlags |= FormatSpec.FLAG_ATTRIBUTE_ADDRESS_TYPE_THREEBYTES;
- break;
- default:
- throw new RuntimeException("Strange offset size");
- }
- if (unigramFrequency > bigramFrequency) {
- MakedictLog.e("Unigram freq is superior to bigram freq for \"" + word
- + "\". Bigram freq is " + bigramFrequency + ", unigram freq for "
- + word + " is " + unigramFrequency);
- bigramFrequency = unigramFrequency;
- }
- // We compute the difference between 255 (which means probability = 1) and the
- // unigram score. We split this into a number of discrete steps.
- // Now, the steps are numbered 0~15; 0 represents an increase of 1 step while 15
- // represents an increase of 16 steps: a value of 15 will be interpreted as the median
- // value of the 16th step. In all justice, if the bigram frequency is low enough to be
- // rounded below the first step (which means it is less than half a step higher than the
- // unigram frequency) then the unigram frequency itself is the best approximation of the
- // bigram freq that we could possibly supply, hence we should *not* include this bigram
- // in the file at all.
- // until this is done, we'll write 0 and slightly overestimate this case.
- // In other words, 0 means "between 0.5 step and 1.5 step", 1 means "between 1.5 step
- // and 2.5 steps", and 15 means "between 15.5 steps and 16.5 steps". So we want to
- // divide our range [unigramFreq..MAX_TERMINAL_FREQUENCY] in 16.5 steps to get the
- // step size. Then we compute the start of the first step (the one where value 0 starts)
- // by adding half-a-step to the unigramFrequency. From there, we compute the integer
- // number of steps to the bigramFrequency. One last thing: we want our steps to include
- // their lower bound and exclude their higher bound so we need to have the first step
- // start at exactly 1 unit higher than floor(unigramFreq + half a step).
- // Note : to reconstruct the score, the dictionary reader will need to divide
- // MAX_TERMINAL_FREQUENCY - unigramFreq by 16.5 likewise to get the value of the step,
- // and add (discretizedFrequency + 0.5 + 0.5) times this value to get the best
- // approximation. (0.5 to get the first step start, and 0.5 to get the middle of the
- // step pointed by the discretized frequency.
- final float stepSize =
- (FormatSpec.MAX_TERMINAL_FREQUENCY - unigramFrequency)
- / (1.5f + FormatSpec.MAX_BIGRAM_FREQUENCY);
- final float firstStepStart = 1 + unigramFrequency + (stepSize / 2.0f);
- final int discretizedFrequency = (int)((bigramFrequency - firstStepStart) / stepSize);
- // If the bigram freq is less than half-a-step higher than the unigram freq, we get -1
- // here. The best approximation would be the unigram freq itself, so we should not
- // include this bigram in the dictionary. For now, register as 0, and live with the
- // small over-estimation that we get in this case. TODO: actually remove this bigram
- // if discretizedFrequency < 0.
- final int finalBigramFrequency = discretizedFrequency > 0 ? discretizedFrequency : 0;
- bigramFlags += finalBigramFrequency & FormatSpec.FLAG_ATTRIBUTE_FREQUENCY;
- return bigramFlags;
- }
-
- /**
- * Makes the 2-byte value for options flags.
- */
- private static final int makeOptionsValue(final FusionDictionary dictionary,
- final FormatOptions formatOptions) {
- final DictionaryOptions options = dictionary.mOptions;
- final boolean hasBigrams = dictionary.hasBigrams();
- return (options.mFrenchLigatureProcessing ? FormatSpec.FRENCH_LIGATURE_PROCESSING_FLAG : 0)
- + (options.mGermanUmlautProcessing ? FormatSpec.GERMAN_UMLAUT_PROCESSING_FLAG : 0)
- + (hasBigrams ? FormatSpec.CONTAINS_BIGRAMS_FLAG : 0)
- + (formatOptions.mSupportsDynamicUpdate ? FormatSpec.SUPPORTS_DYNAMIC_UPDATE : 0);
- }
-
- /**
- * Makes the flag value for a shortcut.
- *
- * @param more whether there are more attributes after this one.
- * @param frequency the frequency of the attribute, 0..15
- * @return the flags
- */
- static final int makeShortcutFlags(final boolean more, final int frequency) {
- return (more ? FormatSpec.FLAG_ATTRIBUTE_HAS_NEXT : 0)
- + (frequency & FormatSpec.FLAG_ATTRIBUTE_FREQUENCY);
- }
-
- private static final int writeParentAddress(final byte[] buffer, final int index,
- final int address, final FormatOptions formatOptions) {
- if (BinaryDictIOUtils.supportsDynamicUpdate(formatOptions)) {
- if (address == FormatSpec.NO_PARENT_ADDRESS) {
- buffer[index] = buffer[index + 1] = buffer[index + 2] = 0;
- } else {
- final int absAddress = Math.abs(address);
- assert(absAddress <= FormatSpec.SINT24_MAX);
- buffer[index] = (byte)((address < 0 ? FormatSpec.MSB8 : 0)
- | ((absAddress >> 16) & 0xFF));
- buffer[index + 1] = (byte)((absAddress >> 8) & 0xFF);
- buffer[index + 2] = (byte)(absAddress & 0xFF);
- }
- return index + 3;
- } else {
- return index;
- }
- }
-
- /**
- * Write a node to memory. The node is expected to have its final position cached.
- *
- * This can be an empty map, but the more is inside the faster the lookups will be. It can
- * be carried on as long as nodes do not move.
- *
- * @param dict the dictionary the node is a part of (for relative offsets).
- * @param buffer the memory buffer to write to.
- * @param node the node to write.
- * @param formatOptions file format options.
- * @return the address of the END of the node.
- */
- @SuppressWarnings("unused")
- private static int writePlacedNode(final FusionDictionary dict, byte[] buffer,
- final Node node, final FormatOptions formatOptions) {
- // TODO: Make the code in common with BinaryDictIOUtils#writeCharGroup
- int index = node.mCachedAddressAfterUpdate;
-
- final int groupCount = node.mData.size();
- final int countSize = getGroupCountSize(node);
- final int parentAddress = node.mCachedParentAddress;
- if (1 == countSize) {
- buffer[index++] = (byte)groupCount;
- } else if (2 == countSize) {
- // We need to signal 2-byte size by setting the top bit of the MSB to 1, so
- // we | 0x80 to do this.
- buffer[index++] = (byte)((groupCount >> 8) | 0x80);
- buffer[index++] = (byte)(groupCount & 0xFF);
- } else {
- throw new RuntimeException("Strange size from getGroupCountSize : " + countSize);
- }
- int groupAddress = index;
- for (int i = 0; i < groupCount; ++i) {
- final CharGroup group = node.mData.get(i);
- if (index != group.mCachedAddressAfterUpdate) {
- throw new RuntimeException("Bug: write index is not the same as the cached address "
- + "of the group : " + index + " <> " + group.mCachedAddressAfterUpdate);
- }
- groupAddress += getGroupHeaderSize(group, formatOptions);
- // Sanity checks.
- if (DBG && group.mFrequency > FormatSpec.MAX_TERMINAL_FREQUENCY) {
- throw new RuntimeException("A node has a frequency > "
- + FormatSpec.MAX_TERMINAL_FREQUENCY
- + " : " + group.mFrequency);
- }
- if (group.mFrequency >= 0) groupAddress += FormatSpec.GROUP_FREQUENCY_SIZE;
- final int childrenOffset = null == group.mChildren
- ? FormatSpec.NO_CHILDREN_ADDRESS
- : group.mChildren.mCachedAddressAfterUpdate - groupAddress;
- buffer[index++] =
- makeCharGroupFlags(group, groupAddress, childrenOffset, formatOptions);
-
- if (parentAddress == FormatSpec.NO_PARENT_ADDRESS) {
- index = writeParentAddress(buffer, index, parentAddress, formatOptions);
- } else {
- index = writeParentAddress(buffer, index, parentAddress
- + (node.mCachedAddressAfterUpdate - group.mCachedAddressAfterUpdate),
- formatOptions);
- }
-
- index = CharEncoding.writeCharArray(group.mChars, buffer, index);
- if (group.hasSeveralChars()) {
- buffer[index++] = FormatSpec.GROUP_CHARACTERS_TERMINATOR;
- }
- if (group.mFrequency >= 0) {
- buffer[index++] = (byte) group.mFrequency;
- }
-
- final int shift;
- if (formatOptions.mSupportsDynamicUpdate) {
- shift = writeVariableSignedAddress(buffer, index, childrenOffset);
- } else {
- shift = writeVariableAddress(buffer, index, childrenOffset);
- }
- index += shift;
- groupAddress += shift;
-
- // Write shortcuts
- if (null != group.mShortcutTargets) {
- final int indexOfShortcutByteSize = index;
- index += FormatSpec.GROUP_SHORTCUT_LIST_SIZE_SIZE;
- groupAddress += FormatSpec.GROUP_SHORTCUT_LIST_SIZE_SIZE;
- final Iterator<WeightedString> shortcutIterator = group.mShortcutTargets.iterator();
- while (shortcutIterator.hasNext()) {
- final WeightedString target = shortcutIterator.next();
- ++groupAddress;
- int shortcutFlags = makeShortcutFlags(shortcutIterator.hasNext(),
- target.mFrequency);
- buffer[index++] = (byte)shortcutFlags;
- final int shortcutShift = CharEncoding.writeString(buffer, index, target.mWord);
- index += shortcutShift;
- groupAddress += shortcutShift;
- }
- final int shortcutByteSize = index - indexOfShortcutByteSize;
- if (shortcutByteSize > 0xFFFF) {
- throw new RuntimeException("Shortcut list too large");
- }
- buffer[indexOfShortcutByteSize] = (byte)(shortcutByteSize >> 8);
- buffer[indexOfShortcutByteSize + 1] = (byte)(shortcutByteSize & 0xFF);
- }
- // Write bigrams
- if (null != group.mBigrams) {
- final Iterator<WeightedString> bigramIterator = group.mBigrams.iterator();
- while (bigramIterator.hasNext()) {
- final WeightedString bigram = bigramIterator.next();
- final CharGroup target =
- FusionDictionary.findWordInTree(dict.mRoot, bigram.mWord);
- final int addressOfBigram = target.mCachedAddressAfterUpdate;
- final int unigramFrequencyForThisWord = target.mFrequency;
- ++groupAddress;
- final int offset = addressOfBigram - groupAddress;
- int bigramFlags = makeBigramFlags(bigramIterator.hasNext(), offset,
- bigram.mFrequency, unigramFrequencyForThisWord, bigram.mWord);
- buffer[index++] = (byte)bigramFlags;
- final int bigramShift = writeVariableAddress(buffer, index, Math.abs(offset));
- index += bigramShift;
- groupAddress += bigramShift;
- }
- }
-
- }
- if (formatOptions.mSupportsDynamicUpdate) {
- buffer[index] = buffer[index + 1] = buffer[index + 2]
- = FormatSpec.NO_FORWARD_LINK_ADDRESS;
- index += FormatSpec.FORWARD_LINK_ADDRESS_SIZE;
- }
- if (index != node.mCachedAddressAfterUpdate + node.mCachedSize) throw new RuntimeException(
- "Not the same size : written "
- + (index - node.mCachedAddressAfterUpdate) + " bytes from a node that should have "
- + node.mCachedSize + " bytes");
- return index;
- }
-
- /**
- * Dumps a collection of useful statistics about a node array.
- *
- * This prints purely informative stuff, like the total estimated file size, the
- * number of nodes, of character groups, the repartition of each address size, etc
- *
- * @param nodes the node array.
- */
- private static void showStatistics(ArrayList<Node> nodes) {
- int firstTerminalAddress = Integer.MAX_VALUE;
- int lastTerminalAddress = Integer.MIN_VALUE;
- int size = 0;
- int charGroups = 0;
- int maxGroups = 0;
- int maxRuns = 0;
- for (final Node n : nodes) {
- if (maxGroups < n.mData.size()) maxGroups = n.mData.size();
- for (final CharGroup cg : n.mData) {
- ++charGroups;
- if (cg.mChars.length > maxRuns) maxRuns = cg.mChars.length;
- if (cg.mFrequency >= 0) {
- if (n.mCachedAddressAfterUpdate < firstTerminalAddress)
- firstTerminalAddress = n.mCachedAddressAfterUpdate;
- if (n.mCachedAddressAfterUpdate > lastTerminalAddress)
- lastTerminalAddress = n.mCachedAddressAfterUpdate;
- }
- }
- if (n.mCachedAddressAfterUpdate + n.mCachedSize > size) {
- size = n.mCachedAddressAfterUpdate + n.mCachedSize;
- }
- }
- final int[] groupCounts = new int[maxGroups + 1];
- final int[] runCounts = new int[maxRuns + 1];
- for (final Node n : nodes) {
- ++groupCounts[n.mData.size()];
- for (final CharGroup cg : n.mData) {
- ++runCounts[cg.mChars.length];
- }
- }
-
- MakedictLog.i("Statistics:\n"
- + " total file size " + size + "\n"
- + " " + nodes.size() + " nodes\n"
- + " " + charGroups + " groups (" + ((float)charGroups / nodes.size())
- + " groups per node)\n"
- + " first terminal at " + firstTerminalAddress + "\n"
- + " last terminal at " + lastTerminalAddress + "\n"
- + " Group stats : max = " + maxGroups);
- for (int i = 0; i < groupCounts.length; ++i) {
- MakedictLog.i(" " + i + " : " + groupCounts[i]);
- }
- MakedictLog.i(" Character run stats : max = " + maxRuns);
- for (int i = 0; i < runCounts.length; ++i) {
- MakedictLog.i(" " + i + " : " + runCounts[i]);
- }
- }
-
- /**
- * Dumps a FusionDictionary to a file.
- *
- * This is the public entry point to write a dictionary to a file.
- *
- * @param destination the stream to write the binary data to.
- * @param dict the dictionary to write.
- * @param formatOptions file format options.
- */
- public static void writeDictionaryBinary(final OutputStream destination,
- final FusionDictionary dict, final FormatOptions formatOptions)
- throws IOException, UnsupportedFormatException {
-
- // Addresses are limited to 3 bytes, but since addresses can be relative to each node, the
- // structure itself is not limited to 16MB. However, if it is over 16MB deciding the order
- // of the nodes becomes a quite complicated problem, because though the dictionary itself
- // does not have a size limit, each node must still be within 16MB of all its children and
- // parents. As long as this is ensured, the dictionary file may grow to any size.
-
- final int version = formatOptions.mVersion;
- if (version < FormatSpec.MINIMUM_SUPPORTED_VERSION
- || version > FormatSpec.MAXIMUM_SUPPORTED_VERSION) {
- throw new UnsupportedFormatException("Requested file format version " + version
- + ", but this implementation only supports versions "
- + FormatSpec.MINIMUM_SUPPORTED_VERSION + " through "
- + FormatSpec.MAXIMUM_SUPPORTED_VERSION);
- }
-
- ByteArrayOutputStream headerBuffer = new ByteArrayOutputStream(256);
-
- // The magic number in big-endian order.
- // Magic number for all versions.
- headerBuffer.write((byte) (0xFF & (FormatSpec.MAGIC_NUMBER >> 24)));
- headerBuffer.write((byte) (0xFF & (FormatSpec.MAGIC_NUMBER >> 16)));
- headerBuffer.write((byte) (0xFF & (FormatSpec.MAGIC_NUMBER >> 8)));
- headerBuffer.write((byte) (0xFF & FormatSpec.MAGIC_NUMBER));
- // Dictionary version.
- headerBuffer.write((byte) (0xFF & (version >> 8)));
- headerBuffer.write((byte) (0xFF & version));
-
- // Options flags
- final int options = makeOptionsValue(dict, formatOptions);
- headerBuffer.write((byte) (0xFF & (options >> 8)));
- headerBuffer.write((byte) (0xFF & options));
- final int headerSizeOffset = headerBuffer.size();
- // Placeholder to be written later with header size.
- for (int i = 0; i < 4; ++i) {
- headerBuffer.write(0);
- }
- // Write out the options.
- for (final String key : dict.mOptions.mAttributes.keySet()) {
- final String value = dict.mOptions.mAttributes.get(key);
- CharEncoding.writeString(headerBuffer, key);
- CharEncoding.writeString(headerBuffer, value);
- }
- final int size = headerBuffer.size();
- final byte[] bytes = headerBuffer.toByteArray();
- // Write out the header size.
- bytes[headerSizeOffset] = (byte) (0xFF & (size >> 24));
- bytes[headerSizeOffset + 1] = (byte) (0xFF & (size >> 16));
- bytes[headerSizeOffset + 2] = (byte) (0xFF & (size >> 8));
- bytes[headerSizeOffset + 3] = (byte) (0xFF & (size >> 0));
- destination.write(bytes);
-
- headerBuffer.close();
-
- // Leave the choice of the optimal node order to the flattenTree function.
- MakedictLog.i("Flattening the tree...");
- ArrayList<Node> flatNodes = flattenTree(dict.mRoot);
-
- MakedictLog.i("Computing addresses...");
- computeAddresses(dict, flatNodes, formatOptions);
- MakedictLog.i("Checking array...");
- if (DBG) checkFlatNodeArray(flatNodes);
-
- // Create a buffer that matches the final dictionary size.
- final Node lastNode = flatNodes.get(flatNodes.size() - 1);
- final int bufferSize = lastNode.mCachedAddressAfterUpdate + lastNode.mCachedSize;
- final byte[] buffer = new byte[bufferSize];
- int index = 0;
-
- MakedictLog.i("Writing file...");
- int dataEndOffset = 0;
- for (Node n : flatNodes) {
- dataEndOffset = writePlacedNode(dict, buffer, n, formatOptions);
- }
-
- if (DBG) showStatistics(flatNodes);
-
- destination.write(buffer, 0, dataEndOffset);
-
- destination.close();
- MakedictLog.i("Done");
- }
-
-
- // Input methods: Read a binary dictionary to memory.
- // readDictionaryBinary is the public entry point for them.
-
- static int getChildrenAddressSize(final int optionFlags,
- final FormatOptions formatOptions) {
- if (formatOptions.mSupportsDynamicUpdate) return FormatSpec.SIGNED_CHILDREN_ADDRESS_SIZE;
- switch (optionFlags & FormatSpec.MASK_GROUP_ADDRESS_TYPE) {
- case FormatSpec.FLAG_GROUP_ADDRESS_TYPE_ONEBYTE:
- return 1;
- case FormatSpec.FLAG_GROUP_ADDRESS_TYPE_TWOBYTES:
- return 2;
- case FormatSpec.FLAG_GROUP_ADDRESS_TYPE_THREEBYTES:
- return 3;
- case FormatSpec.FLAG_GROUP_ADDRESS_TYPE_NOADDRESS:
- default:
- return 0;
- }
- }
-
- static int readChildrenAddress(final FusionDictionaryBufferInterface buffer,
- final int optionFlags, final FormatOptions options) {
- if (options.mSupportsDynamicUpdate) {
- final int address = buffer.readUnsignedInt24();
- if (address == 0) return FormatSpec.NO_CHILDREN_ADDRESS;
- if ((address & FormatSpec.MSB24) != 0) {
- return -(address & FormatSpec.SINT24_MAX);
- } else {
- return address;
- }
- }
- int address;
- switch (optionFlags & FormatSpec.MASK_GROUP_ADDRESS_TYPE) {
- case FormatSpec.FLAG_GROUP_ADDRESS_TYPE_ONEBYTE:
- return buffer.readUnsignedByte();
- case FormatSpec.FLAG_GROUP_ADDRESS_TYPE_TWOBYTES:
- return buffer.readUnsignedShort();
- case FormatSpec.FLAG_GROUP_ADDRESS_TYPE_THREEBYTES:
- return buffer.readUnsignedInt24();
- case FormatSpec.FLAG_GROUP_ADDRESS_TYPE_NOADDRESS:
- default:
- return FormatSpec.NO_CHILDREN_ADDRESS;
- }
- }
-
- static int readParentAddress(final FusionDictionaryBufferInterface buffer,
- final FormatOptions formatOptions) {
- if (BinaryDictIOUtils.supportsDynamicUpdate(formatOptions)) {
- final int parentAddress = buffer.readUnsignedInt24();
- final int sign = ((parentAddress & FormatSpec.MSB24) != 0) ? -1 : 1;
- return sign * (parentAddress & FormatSpec.SINT24_MAX);
- } else {
- return FormatSpec.NO_PARENT_ADDRESS;
- }
- }
-
- private static final int[] CHARACTER_BUFFER = new int[FormatSpec.MAX_WORD_LENGTH];
- public static CharGroupInfo readCharGroup(final FusionDictionaryBufferInterface buffer,
- final int originalGroupAddress, final FormatOptions options) {
- int addressPointer = originalGroupAddress;
- final int flags = buffer.readUnsignedByte();
- ++addressPointer;
-
- final int parentAddress = readParentAddress(buffer, options);
- if (BinaryDictIOUtils.supportsDynamicUpdate(options)) {
- addressPointer += 3;
- }
-
- final int characters[];
- if (0 != (flags & FormatSpec.FLAG_HAS_MULTIPLE_CHARS)) {
- int index = 0;
- int character = CharEncoding.readChar(buffer);
- addressPointer += CharEncoding.getCharSize(character);
- while (-1 != character) {
- // FusionDictionary is making sure that the length of the word is smaller than
- // MAX_WORD_LENGTH.
- // So we'll never write past the end of CHARACTER_BUFFER.
- CHARACTER_BUFFER[index++] = character;
- character = CharEncoding.readChar(buffer);
- addressPointer += CharEncoding.getCharSize(character);
- }
- characters = Arrays.copyOfRange(CHARACTER_BUFFER, 0, index);
- } else {
- final int character = CharEncoding.readChar(buffer);
- addressPointer += CharEncoding.getCharSize(character);
- characters = new int[] { character };
- }
- final int frequency;
- if (0 != (FormatSpec.FLAG_IS_TERMINAL & flags)) {
- ++addressPointer;
- frequency = buffer.readUnsignedByte();
- } else {
- frequency = CharGroup.NOT_A_TERMINAL;
- }
- int childrenAddress = readChildrenAddress(buffer, flags, options);
- if (childrenAddress != FormatSpec.NO_CHILDREN_ADDRESS) {
- childrenAddress += addressPointer;
- }
- addressPointer += getChildrenAddressSize(flags, options);
- ArrayList<WeightedString> shortcutTargets = null;
- if (0 != (flags & FormatSpec.FLAG_HAS_SHORTCUT_TARGETS)) {
- final int pointerBefore = buffer.position();
- shortcutTargets = new ArrayList<WeightedString>();
- buffer.readUnsignedShort(); // Skip the size
- while (true) {
- final int targetFlags = buffer.readUnsignedByte();
- final String word = CharEncoding.readString(buffer);
- shortcutTargets.add(new WeightedString(word,
- targetFlags & FormatSpec.FLAG_ATTRIBUTE_FREQUENCY));
- if (0 == (targetFlags & FormatSpec.FLAG_ATTRIBUTE_HAS_NEXT)) break;
- }
- addressPointer += buffer.position() - pointerBefore;
- }
- ArrayList<PendingAttribute> bigrams = null;
- if (0 != (flags & FormatSpec.FLAG_HAS_BIGRAMS)) {
- bigrams = new ArrayList<PendingAttribute>();
- int bigramCount = 0;
- while (bigramCount++ < FormatSpec.MAX_BIGRAMS_IN_A_GROUP) {
- final int bigramFlags = buffer.readUnsignedByte();
- ++addressPointer;
- final int sign = 0 == (bigramFlags & FormatSpec.FLAG_ATTRIBUTE_OFFSET_NEGATIVE)
- ? 1 : -1;
- int bigramAddress = addressPointer;
- switch (bigramFlags & FormatSpec.MASK_ATTRIBUTE_ADDRESS_TYPE) {
- case FormatSpec.FLAG_ATTRIBUTE_ADDRESS_TYPE_ONEBYTE:
- bigramAddress += sign * buffer.readUnsignedByte();
- addressPointer += 1;
- break;
- case FormatSpec.FLAG_ATTRIBUTE_ADDRESS_TYPE_TWOBYTES:
- bigramAddress += sign * buffer.readUnsignedShort();
- addressPointer += 2;
- break;
- case FormatSpec.FLAG_ATTRIBUTE_ADDRESS_TYPE_THREEBYTES:
- final int offset = (buffer.readUnsignedByte() << 16)
- + buffer.readUnsignedShort();
- bigramAddress += sign * offset;
- addressPointer += 3;
- break;
- default:
- throw new RuntimeException("Has bigrams with no address");
- }
- bigrams.add(new PendingAttribute(bigramFlags & FormatSpec.FLAG_ATTRIBUTE_FREQUENCY,
- bigramAddress));
- if (0 == (bigramFlags & FormatSpec.FLAG_ATTRIBUTE_HAS_NEXT)) break;
- }
- if (bigramCount >= FormatSpec.MAX_BIGRAMS_IN_A_GROUP) {
- MakedictLog.d("too many bigrams in a group.");
- }
- }
- return new CharGroupInfo(originalGroupAddress, addressPointer, flags, characters, frequency,
- parentAddress, childrenAddress, shortcutTargets, bigrams);
- }
-
- /**
- * Reads and returns the char group count out of a buffer and forwards the pointer.
- */
- public static int readCharGroupCount(final FusionDictionaryBufferInterface buffer) {
- final int msb = buffer.readUnsignedByte();
- if (FormatSpec.MAX_CHARGROUPS_FOR_ONE_BYTE_CHARGROUP_COUNT >= msb) {
- return msb;
- } else {
- return ((FormatSpec.MAX_CHARGROUPS_FOR_ONE_BYTE_CHARGROUP_COUNT & msb) << 8)
- + buffer.readUnsignedByte();
- }
- }
-
- // The word cache here is a stopgap bandaid to help the catastrophic performance
- // of this method. Since it performs direct, unbuffered random access to the file and
- // may be called hundreds of thousands of times, the resulting performance is not
- // reasonable without some kind of cache. Thus:
- private static TreeMap<Integer, WeightedString> wordCache =
- new TreeMap<Integer, WeightedString>();
- /**
- * Finds, as a string, the word at the address passed as an argument.
- *
- * @param buffer the buffer to read from.
- * @param headerSize the size of the header.
- * @param address the address to seek.
- * @param formatOptions file format options.
- * @return the word with its frequency, as a weighted string.
- */
- /* package for tests */ static WeightedString getWordAtAddress(
- final FusionDictionaryBufferInterface buffer, final int headerSize, final int address,
- final FormatOptions formatOptions) {
- final WeightedString cachedString = wordCache.get(address);
- if (null != cachedString) return cachedString;
-
- final WeightedString result;
- final int originalPointer = buffer.position();
- buffer.position(address);
-
- if (BinaryDictIOUtils.supportsDynamicUpdate(formatOptions)) {
- result = getWordAtAddressWithParentAddress(buffer, headerSize, address, formatOptions);
- } else {
- result = getWordAtAddressWithoutParentAddress(buffer, headerSize, address,
- formatOptions);
- }
-
- wordCache.put(address, result);
- buffer.position(originalPointer);
- return result;
- }
-
- // TODO: static!? This will behave erratically when used in multi-threaded code.
- // We need to fix this
- private static int[] sGetWordBuffer = new int[FormatSpec.MAX_WORD_LENGTH];
- @SuppressWarnings("unused")
- private static WeightedString getWordAtAddressWithParentAddress(
- final FusionDictionaryBufferInterface buffer, final int headerSize, final int address,
- final FormatOptions options) {
- int currentAddress = address;
- int index = FormatSpec.MAX_WORD_LENGTH - 1;
- int frequency = Integer.MIN_VALUE;
- // the length of the path from the root to the leaf is limited by MAX_WORD_LENGTH
- for (int count = 0; count < FormatSpec.MAX_WORD_LENGTH; ++count) {
- CharGroupInfo currentInfo;
- int loopCounter = 0;
- do {
- buffer.position(currentAddress + headerSize);
- currentInfo = readCharGroup(buffer, currentAddress, options);
- if (BinaryDictIOUtils.isMovedGroup(currentInfo.mFlags, options)) {
- currentAddress = currentInfo.mParentAddress + currentInfo.mOriginalAddress;
- }
- if (DBG && loopCounter++ > MAX_JUMPS) {
- MakedictLog.d("Too many jumps - probably a bug");
- }
- } while (BinaryDictIOUtils.isMovedGroup(currentInfo.mFlags, options));
- if (Integer.MIN_VALUE == frequency) frequency = currentInfo.mFrequency;
- for (int i = 0; i < currentInfo.mCharacters.length; ++i) {
- sGetWordBuffer[index--] =
- currentInfo.mCharacters[currentInfo.mCharacters.length - i - 1];
- }
- if (currentInfo.mParentAddress == FormatSpec.NO_PARENT_ADDRESS) break;
- currentAddress = currentInfo.mParentAddress + currentInfo.mOriginalAddress;
- }
-
- return new WeightedString(
- new String(sGetWordBuffer, index + 1, FormatSpec.MAX_WORD_LENGTH - index - 1),
- frequency);
- }
-
- private static WeightedString getWordAtAddressWithoutParentAddress(
- final FusionDictionaryBufferInterface buffer, final int headerSize, final int address,
- final FormatOptions options) {
- buffer.position(headerSize);
- final int count = readCharGroupCount(buffer);
- int groupOffset = BinaryDictIOUtils.getGroupCountSize(count);
- final StringBuilder builder = new StringBuilder();
- WeightedString result = null;
-
- CharGroupInfo last = null;
- for (int i = count - 1; i >= 0; --i) {
- CharGroupInfo info = readCharGroup(buffer, groupOffset, options);
- groupOffset = info.mEndAddress;
- if (info.mOriginalAddress == address) {
- builder.append(new String(info.mCharacters, 0, info.mCharacters.length));
- result = new WeightedString(builder.toString(), info.mFrequency);
- break; // and return
- }
- if (BinaryDictIOUtils.hasChildrenAddress(info.mChildrenAddress)) {
- if (info.mChildrenAddress > address) {
- if (null == last) continue;
- builder.append(new String(last.mCharacters, 0, last.mCharacters.length));
- buffer.position(last.mChildrenAddress + headerSize);
- i = readCharGroupCount(buffer);
- groupOffset = last.mChildrenAddress + BinaryDictIOUtils.getGroupCountSize(i);
- last = null;
- continue;
- }
- last = info;
- }
- if (0 == i && BinaryDictIOUtils.hasChildrenAddress(last.mChildrenAddress)) {
- builder.append(new String(last.mCharacters, 0, last.mCharacters.length));
- buffer.position(last.mChildrenAddress + headerSize);
- i = readCharGroupCount(buffer);
- groupOffset = last.mChildrenAddress + BinaryDictIOUtils.getGroupCountSize(i);
- last = null;
- continue;
- }
- }
- return result;
- }
-
- /**
- * Reads a single node from a buffer.
- *
- * This methods reads the file at the current position. A node is fully expected to start at
- * the current position.
- * This will recursively read other nodes into the structure, populating the reverse
- * maps on the fly and using them to keep track of already read nodes.
- *
- * @param buffer the buffer, correctly positioned at the start of a node.
- * @param headerSize the size, in bytes, of the file header.
- * @param reverseNodeMap a mapping from addresses to already read nodes.
- * @param reverseGroupMap a mapping from addresses to already read character groups.
- * @param options file format options.
- * @return the read node with all his children already read.
- */
- private static Node readNode(final FusionDictionaryBufferInterface buffer, final int headerSize,
- final Map<Integer, Node> reverseNodeMap, final Map<Integer, CharGroup> reverseGroupMap,
- final FormatOptions options)
- throws IOException {
- final ArrayList<CharGroup> nodeContents = new ArrayList<CharGroup>();
- final int nodeOrigin = buffer.position() - headerSize;
-
- do { // Scan the linked-list node.
- final int nodeHeadPosition = buffer.position() - headerSize;
- final int count = readCharGroupCount(buffer);
- int groupOffset = nodeHeadPosition + BinaryDictIOUtils.getGroupCountSize(count);
- for (int i = count; i > 0; --i) { // Scan the array of CharGroup.
- CharGroupInfo info = readCharGroup(buffer, groupOffset, options);
- if (BinaryDictIOUtils.isMovedGroup(info.mFlags, options)) continue;
- ArrayList<WeightedString> shortcutTargets = info.mShortcutTargets;
- ArrayList<WeightedString> bigrams = null;
- if (null != info.mBigrams) {
- bigrams = new ArrayList<WeightedString>();
- for (PendingAttribute bigram : info.mBigrams) {
- final WeightedString word = getWordAtAddress(
- buffer, headerSize, bigram.mAddress, options);
- final int reconstructedFrequency =
- reconstructBigramFrequency(word.mFrequency, bigram.mFrequency);
- bigrams.add(new WeightedString(word.mWord, reconstructedFrequency));
- }
- }
- if (BinaryDictIOUtils.hasChildrenAddress(info.mChildrenAddress)) {
- Node children = reverseNodeMap.get(info.mChildrenAddress);
- if (null == children) {
- final int currentPosition = buffer.position();
- buffer.position(info.mChildrenAddress + headerSize);
- children = readNode(
- buffer, headerSize, reverseNodeMap, reverseGroupMap, options);
- buffer.position(currentPosition);
- }
- nodeContents.add(
- new CharGroup(info.mCharacters, shortcutTargets, bigrams,
- info.mFrequency,
- 0 != (info.mFlags & FormatSpec.FLAG_IS_NOT_A_WORD),
- 0 != (info.mFlags & FormatSpec.FLAG_IS_BLACKLISTED), children));
- } else {
- nodeContents.add(
- new CharGroup(info.mCharacters, shortcutTargets, bigrams,
- info.mFrequency,
- 0 != (info.mFlags & FormatSpec.FLAG_IS_NOT_A_WORD),
- 0 != (info.mFlags & FormatSpec.FLAG_IS_BLACKLISTED)));
- }
- groupOffset = info.mEndAddress;
- }
-
- // reach the end of the array.
- if (options.mSupportsDynamicUpdate) {
- final int nextAddress = buffer.readUnsignedInt24();
- if (nextAddress >= 0 && nextAddress < buffer.limit()) {
- buffer.position(nextAddress);
- } else {
- break;
- }
- }
- } while (options.mSupportsDynamicUpdate &&
- buffer.position() != FormatSpec.NO_FORWARD_LINK_ADDRESS);
-
- final Node node = new Node(nodeContents);
- node.mCachedAddressBeforeUpdate = nodeOrigin;
- node.mCachedAddressAfterUpdate = nodeOrigin;
- reverseNodeMap.put(node.mCachedAddressAfterUpdate, node);
- return node;
- }
-
- /**
- * Helper function to get the binary format version from the header.
- * @throws IOException
- */
- private static int getFormatVersion(final FusionDictionaryBufferInterface buffer)
- throws IOException {
- final int magic = buffer.readInt();
- if (FormatSpec.MAGIC_NUMBER == magic) return buffer.readUnsignedShort();
- return FormatSpec.NOT_A_VERSION_NUMBER;
- }
-
- /**
- * Helper function to get and validate the binary format version.
- * @throws UnsupportedFormatException
- * @throws IOException
- */
- private static int checkFormatVersion(final FusionDictionaryBufferInterface buffer)
- throws IOException, UnsupportedFormatException {
- final int version = getFormatVersion(buffer);
- if (version < FormatSpec.MINIMUM_SUPPORTED_VERSION
- || version > FormatSpec.MAXIMUM_SUPPORTED_VERSION) {
- throw new UnsupportedFormatException("This file has version " + version
- + ", but this implementation does not support versions above "
- + FormatSpec.MAXIMUM_SUPPORTED_VERSION);
- }
- return version;
- }
-
- /**
- * Reads a header from a buffer.
- * @param buffer the buffer to read.
- * @throws IOException
- * @throws UnsupportedFormatException
- */
- public static FileHeader readHeader(final FusionDictionaryBufferInterface buffer)
- throws IOException, UnsupportedFormatException {
- final int version = checkFormatVersion(buffer);
- final int optionsFlags = buffer.readUnsignedShort();
-
- final HashMap<String, String> attributes = new HashMap<String, String>();
- final int headerSize;
- headerSize = buffer.readInt();
-
- if (headerSize < 0) {
- throw new UnsupportedFormatException("header size can't be negative.");
- }
-
- populateOptions(buffer, headerSize, attributes);
- buffer.position(headerSize);
-
- final FileHeader header = new FileHeader(headerSize,
- new FusionDictionary.DictionaryOptions(attributes,
- 0 != (optionsFlags & FormatSpec.GERMAN_UMLAUT_PROCESSING_FLAG),
- 0 != (optionsFlags & FormatSpec.FRENCH_LIGATURE_PROCESSING_FLAG)),
- new FormatOptions(version,
- 0 != (optionsFlags & FormatSpec.SUPPORTS_DYNAMIC_UPDATE)));
- return header;
- }
-
- /**
- * Reads options from a buffer and populate a map with their contents.
- *
- * The buffer is read at the current position, so the caller must take care the pointer
- * is in the right place before calling this.
- */
- public static void populateOptions(final FusionDictionaryBufferInterface buffer,
- final int headerSize, final HashMap<String, String> options) {
- while (buffer.position() < headerSize) {
- final String key = CharEncoding.readString(buffer);
- final String value = CharEncoding.readString(buffer);
- options.put(key, value);
- }
- }
-
- /**
- * Reads a buffer and returns the memory representation of the dictionary.
- *
- * This high-level method takes a buffer and reads its contents, populating a
- * FusionDictionary structure. The optional dict argument is an existing dictionary to
- * which words from the buffer should be added. If it is null, a new dictionary is created.
- *
- * @param reader the reader.
- * @param dict an optional dictionary to add words to, or null.
- * @return the created (or merged) dictionary.
- */
- @UsedForTesting
- public static FusionDictionary readDictionaryBinary(final BinaryDictReader reader,
- final FusionDictionary dict) throws FileNotFoundException, IOException,
- UnsupportedFormatException {
- // clear cache
- wordCache.clear();
-
- // if the buffer has not been opened, open the buffer with bytebuffer.
- if (reader.getBuffer() == null) reader.openBuffer(
- new BinaryDictReader.FusionDictionaryBufferFromByteBufferFactory());
- if (reader.getBuffer() == null) {
- MakedictLog.e("Cannot open the buffer");
- }
-
- // Read header
- final FileHeader header = readHeader(reader.getBuffer());
-
- Map<Integer, Node> reverseNodeMapping = new TreeMap<Integer, Node>();
- Map<Integer, CharGroup> reverseGroupMapping = new TreeMap<Integer, CharGroup>();
- final Node root = readNode(reader.getBuffer(), header.mHeaderSize, reverseNodeMapping,
- reverseGroupMapping, header.mFormatOptions);
-
- FusionDictionary newDict = new FusionDictionary(root, header.mDictionaryOptions);
- if (null != dict) {
- for (final Word w : dict) {
- if (w.mIsBlacklistEntry) {
- newDict.addBlacklistEntry(w.mWord, w.mShortcutTargets, w.mIsNotAWord);
- } else {
- newDict.add(w.mWord, w.mFrequency, w.mShortcutTargets, w.mIsNotAWord);
- }
- }
- for (final Word w : dict) {
- // By construction a binary dictionary may not have bigrams pointing to
- // words that are not also registered as unigrams so we don't have to avoid
- // them explicitly here.
- for (final WeightedString bigram : w.mBigrams) {
- newDict.setBigram(w.mWord, bigram.mWord, bigram.mFrequency);
- }
- }
- }
-
- return newDict;
- }
-
- /**
- * Helper method to pass a file name instead of a File object to isBinaryDictionary.
- */
- public static boolean isBinaryDictionary(final String filename) {
- final File file = new File(filename);
- return isBinaryDictionary(file);
- }
-
- /**
- * Basic test to find out whether the file is a binary dictionary or not.
- *
- * Concretely this only tests the magic number.
- *
- * @param file The file to test.
- * @return true if it's a binary dictionary, false otherwise
- */
- public static boolean isBinaryDictionary(final File file) {
- FileInputStream inStream = null;
- try {
- inStream = new FileInputStream(file);
- final ByteBuffer buffer = inStream.getChannel().map(
- FileChannel.MapMode.READ_ONLY, 0, file.length());
- final int version = getFormatVersion(new ByteBufferWrapper(buffer));
- return (version >= FormatSpec.MINIMUM_SUPPORTED_VERSION
- && version <= FormatSpec.MAXIMUM_SUPPORTED_VERSION);
- } catch (FileNotFoundException e) {
- return false;
- } catch (IOException e) {
- return false;
- } finally {
- if (inStream != null) {
- try {
- inStream.close();
- } catch (IOException e) {
- // do nothing
- }
- }
- }
- }
-
- /**
- * Calculate bigram frequency from compressed value
- *
- * @see #makeBigramFlags
- *
- * @param unigramFrequency
- * @param bigramFrequency compressed frequency
- * @return approximate bigram frequency
- */
- public static int reconstructBigramFrequency(final int unigramFrequency,
- final int bigramFrequency) {
- final float stepSize = (FormatSpec.MAX_TERMINAL_FREQUENCY - unigramFrequency)
- / (1.5f + FormatSpec.MAX_BIGRAM_FREQUENCY);
- final float resultFreqFloat = unigramFrequency + stepSize * (bigramFrequency + 1.0f);
- return (int)resultFreqFloat;
- }
-}