BYTE nbBits;
} nodeElt;
+/**
+ * HUF_setMaxHeight():
+ * Enforces maxNbBits on the Huffman tree described in huffNode.
+ *
+ * It sets all nodes with nbBits > maxNbBits to be maxNbBits. Then it adjusts
+ * the tree to so that it is a valid canonical Huffman tree.
+ *
+ * @pre The sum of the ranks of each symbol == 2^largestBits,
+ * where largestBits == huffNode[lastNonNull].nbBits.
+ * @post The sum of the ranks of each symbol == 2^largestBits,
+ * where largestBits is the return value <= maxNbBits.
+ *
+ * @param huffNode The Huffman tree modified in place to enforce maxNbBits.
+ * @param lastNonNull The symbol with the lowest count in the Huffman tree.
+ * @param maxNbBits The maximum allowed number of bits, which the Huffman tree
+ * may not respect. After this function the Huffman tree will
+ * respect maxNbBits.
+ * @return The maximum number of bits of the Huffman tree after adjustment,
+ * necessarily no more than maxNbBits.
+ */
static U32 HUF_setMaxHeight(nodeElt* huffNode, U32 lastNonNull, U32 maxNbBits)
{
const U32 largestBits = huffNode[lastNonNull].nbBits;
- if (largestBits <= maxNbBits) return largestBits; /* early exit : no elt > maxNbBits */
+ /* early exit : no elt > maxNbBits, so the tree is already valid. */
+ if (largestBits <= maxNbBits) return largestBits;
/* there are several too large elements (at least >= 2) */
{ int totalCost = 0;
const U32 baseCost = 1 << (largestBits - maxNbBits);
int n = (int)lastNonNull;
+ /* Adjust any ranks > maxNbBits to maxNbBits.
+ * Compute totalCost, which is how far the sum of the ranks is
+ * we are over 2^largestBits after adjust the offending ranks.
+ */
while (huffNode[n].nbBits > maxNbBits) {
totalCost += baseCost - (1 << (largestBits - huffNode[n].nbBits));
huffNode[n].nbBits = (BYTE)maxNbBits;
- n --;
- } /* n stops at huffNode[n].nbBits <= maxNbBits */
- while (huffNode[n].nbBits == maxNbBits) n--; /* n end at index of smallest symbol using < maxNbBits */
+ n--;
+ }
+ /* n stops at huffNode[n].nbBits <= maxNbBits */
+ assert(huffNode[n].nbBits <= maxNbBits);
+ /* n end at index of smallest symbol using < maxNbBits */
+ while (huffNode[n].nbBits == maxNbBits) --n;
- /* renorm totalCost */
- totalCost >>= (largestBits - maxNbBits); /* note : totalCost is necessarily a multiple of baseCost */
+ /* renorm totalCost from 2^largestBits to 2^maxNbBits
+ * note : totalCost is necessarily a multiple of baseCost */
+ assert((totalCost & (baseCost - 1)) == 0);
+ totalCost >>= (largestBits - maxNbBits);
+ assert(totalCost > 0);
/* repay normalized cost */
{ U32 const noSymbol = 0xF0F0F0F0;
U32 rankLast[HUF_TABLELOG_MAX+2];
- /* Get pos of last (smallest) symbol per rank */
+ /* Get pos of last (smallest = lowest cum. count) symbol per rank */
ZSTD_memset(rankLast, 0xF0, sizeof(rankLast));
{ U32 currentNbBits = maxNbBits;
int pos;
} }
while (totalCost > 0) {
+ /* Try to reduce the next power of 2 above totalCost because we
+ * gain back half the rank.
+ */
U32 nBitsToDecrease = BIT_highbit32((U32)totalCost) + 1;
for ( ; nBitsToDecrease > 1; nBitsToDecrease--) {
U32 const highPos = rankLast[nBitsToDecrease];
U32 const lowPos = rankLast[nBitsToDecrease-1];
if (highPos == noSymbol) continue;
+ /* Decrease highPos if no symbols of lowPos or if it is
+ * not cheaper to remove 2 lowPos than highPos.
+ */
if (lowPos == noSymbol) break;
{ U32 const highTotal = huffNode[highPos].count;
U32 const lowTotal = 2 * huffNode[lowPos].count;
if (highTotal <= lowTotal) break;
} }
/* only triggered when no more rank 1 symbol left => find closest one (note : there is necessarily at least one !) */
+ assert(rankLast[nBitsToDecrease] != noSymbol || nBitsToDecrease == 1);
/* HUF_MAX_TABLELOG test just to please gcc 5+; but it should not be necessary */
while ((nBitsToDecrease<=HUF_TABLELOG_MAX) && (rankLast[nBitsToDecrease] == noSymbol))
- nBitsToDecrease ++;
+ nBitsToDecrease++;
+ assert(rankLast[nBitsToDecrease] != noSymbol);
+ /* Increase the number of bits to gain back half the rank cost. */
totalCost -= 1 << (nBitsToDecrease-1);
+ huffNode[rankLast[nBitsToDecrease]].nbBits++;
+
+ /* Fix up the new rank.
+ * If the new rank was empty, this symbol is now its smallest.
+ * Otherwise, this symbol will be the largest in the new rank so no adjustment.
+ */
if (rankLast[nBitsToDecrease-1] == noSymbol)
- rankLast[nBitsToDecrease-1] = rankLast[nBitsToDecrease]; /* this rank is no longer empty */
- huffNode[rankLast[nBitsToDecrease]].nbBits ++;
+ rankLast[nBitsToDecrease-1] = rankLast[nBitsToDecrease];
+ /* Fix up the old rank.
+ * If the symbol was at position 0, meaning it was the highest weight symbol in the tree,
+ * it must be the only symbol in its rank, so the old rank now has no symbols.
+ * Otherwise, since the Huffman nodes are sorted by count, the previous position is now
+ * the smallest node in the rank. If the previous position belongs to a different rank,
+ * then the rank is now empty.
+ */
if (rankLast[nBitsToDecrease] == 0) /* special case, reached largest symbol */
rankLast[nBitsToDecrease] = noSymbol;
else {
rankLast[nBitsToDecrease]--;
if (huffNode[rankLast[nBitsToDecrease]].nbBits != maxNbBits-nBitsToDecrease)
rankLast[nBitsToDecrease] = noSymbol; /* this rank is now empty */
- } } /* while (totalCost > 0) */
-
+ }
+ } /* while (totalCost > 0) */
+
+ /* If we've removed too much weight, then we have to add it back.
+ * To avoid overshooting again, we only adjust the smallest rank.
+ * We take the largest nodes from the lowest rank 0 and move them
+ * to rank 1. There's guaranteed to be enough rank 0 symbols because
+ * TODO.
+ */
while (totalCost < 0) { /* Sometimes, cost correction overshoot */
- if (rankLast[1] == noSymbol) { /* special case : no rank 1 symbol (using maxNbBits-1); let's create one from largest rank 0 (using maxNbBits) */
+ /* special case : no rank 1 symbol (using maxNbBits-1);
+ * let's create one from largest rank 0 (using maxNbBits).
+ */
+ if (rankLast[1] == noSymbol) {
while (huffNode[n].nbBits == maxNbBits) n--;
huffNode[n+1].nbBits--;
assert(n >= 0);
huffNode[ rankLast[1] + 1 ].nbBits--;
rankLast[1]++;
totalCost ++;
- } } } /* there are several too large elements (at least >= 2) */
+ }
+ } /* repay normalized cost */
+ } /* there are several too large elements (at least >= 2) */
return maxNbBits;
}
rankPos rankPosition[RANK_POSITION_TABLE_SIZE];
} HUF_buildCTable_wksp_tables;
+/**
+ * HUF_sort():
+ * Sorts the symbols [0, maxSymbolValue] by count[symbol] in decreasing order.
+ *
+ * @param[out] huffNode Sorted symbols by decreasing count. Only members `.count` and `.byte` are filled.
+ * Must have (maxSymbolValue + 1) entries.
+ * @param[in] count Histogram of the symbols.
+ * @param[in] maxSymbolValue Maximum symbol value.
+ * @param rankPosition This is a scratch workspace. Must have RANK_POSITION_TABLE_SIZE entries.
+ */
static void HUF_sort(nodeElt* huffNode, const unsigned* count, U32 maxSymbolValue, rankPos* rankPosition)
{
- U32 n;
-
+ int n;
+ int const maxSymbolValue1 = (int)maxSymbolValue + 1;
+
+ /* Compute base and set curr to base.
+ * For symbol s let lowerRank = BIT_highbit32(count[n]+1) and rank = lowerRank + 1.
+ * Then 2^lowerRank <= count[n]+1 <= 2^rank.
+ * We attribute each symbol to lowerRank's base value, because we want to know where
+ * each rank begins in the output, so for rank R we want to count ranks R+1 and above.
+ */
ZSTD_memset(rankPosition, 0, sizeof(*rankPosition) * RANK_POSITION_TABLE_SIZE);
- for (n=0; n<=maxSymbolValue; n++) {
- U32 r = BIT_highbit32(count[n] + 1);
- rankPosition[r].base ++;
+ for (n = 0; n < maxSymbolValue1; ++n) {
+ U32 lowerRank = BIT_highbit32(count[n] + 1);
+ rankPosition[lowerRank].base++;
+ }
+ assert(rankPosition[RANK_POSITION_TABLE_SIZE - 1].base == 0);
+ for (n = RANK_POSITION_TABLE_SIZE - 1; n > 0; --n) {
+ rankPosition[n-1].base += rankPosition[n].base;
+ rankPosition[n-1].curr = rankPosition[n-1].base;
}
- for (n=30; n>0; n--) rankPosition[n-1].base += rankPosition[n].base;
- for (n=0; n<32; n++) rankPosition[n].curr = rankPosition[n].base;
- for (n=0; n<=maxSymbolValue; n++) {
+ /* Sort */
+ for (n = 0; n < maxSymbolValue1; ++n) {
U32 const c = count[n];
U32 const r = BIT_highbit32(c+1) + 1;
U32 pos = rankPosition[r].curr++;
+ /* Insert into the correct position in the rank.
+ * We have at most 256 symbols, so this insertion should be fine.
+ */
while ((pos > rankPosition[r].base) && (c > huffNode[pos-1].count)) {
huffNode[pos] = huffNode[pos-1];
pos--;
*/
#define STARTNODE (HUF_SYMBOLVALUE_MAX+1)
-size_t HUF_buildCTable_wksp (HUF_CElt* tree, const unsigned* count, U32 maxSymbolValue, U32 maxNbBits, void* workSpace, size_t wkspSize)
+/* HUF_buildTree():
+ * Takes the huffNode array sorted by HUF_sort() and builds an unlimited-depth Huffman tree.
+ *
+ * @param huffNode The array sorted by HUF_sort(). Builds the Huffman tree in this array.
+ * @param maxSymbolValue The maximum symbol value.
+ * @return The smallest node in the Huffman tree (by count).
+ */
+static int HUF_buildTree(nodeElt* huffNode, U32 maxSymbolValue)
{
- HUF_buildCTable_wksp_tables* const wksp_tables = (HUF_buildCTable_wksp_tables*)workSpace;
- nodeElt* const huffNode0 = wksp_tables->huffNodeTbl;
- nodeElt* const huffNode = huffNode0+1;
+ nodeElt* const huffNode0 = huffNode - 1;
int nonNullRank;
int lowS, lowN;
int nodeNb = STARTNODE;
int n, nodeRoot;
-
- /* safety checks */
- if (((size_t)workSpace & 3) != 0) return ERROR(GENERIC); /* must be aligned on 4-bytes boundaries */
- if (wkspSize < sizeof(HUF_buildCTable_wksp_tables))
- return ERROR(workSpace_tooSmall);
- if (maxNbBits == 0) maxNbBits = HUF_TABLELOG_DEFAULT;
- if (maxSymbolValue > HUF_SYMBOLVALUE_MAX)
- return ERROR(maxSymbolValue_tooLarge);
- ZSTD_memset(huffNode0, 0, sizeof(huffNodeTable));
-
- /* sort, decreasing order */
- HUF_sort(huffNode, count, maxSymbolValue, wksp_tables->rankPosition);
-
/* init for parents */
nonNullRank = (int)maxSymbolValue;
while(huffNode[nonNullRank].count == 0) nonNullRank--;
for (n=0; n<=nonNullRank; n++)
huffNode[n].nbBits = huffNode[ huffNode[n].parent ].nbBits + 1;
+ return nonNullRank;
+}
+
+/**
+ * HUF_buildCTableFromTree():
+ * Build the CTable given the Huffman tree in huffNode.
+ *
+ * @param[out] CTable The output Huffman CTable.
+ * @param huffNode The Huffman tree.
+ * @param nonNullRank The last and smallest node in the Huffman tree.
+ * @param maxSymbolValue The maximum symbol value.
+ * @param maxNbBits The exact maximum number of bits used in the Huffman tree.
+ */
+static void HUF_buildCTableFromTree(HUF_CElt* CTable, nodeElt const* huffNode, int nonNullRank, U32 maxSymbolValue, U32 maxNbBits)
+{
+ /* fill result into ctable (val, nbBits) */
+ int n;
+ U16 nbPerRank[HUF_TABLELOG_MAX+1] = {0};
+ U16 valPerRank[HUF_TABLELOG_MAX+1] = {0};
+ int const alphabetSize = (int)(maxSymbolValue + 1);
+ for (n=0; n<=nonNullRank; n++)
+ nbPerRank[huffNode[n].nbBits]++;
+ /* determine starting value per rank */
+ { U16 min = 0;
+ for (n=(int)maxNbBits; n>0; n--) {
+ valPerRank[n] = min; /* get starting value within each rank */
+ min += nbPerRank[n];
+ min >>= 1;
+ } }
+ for (n=0; n<alphabetSize; n++)
+ CTable[huffNode[n].byte].nbBits = huffNode[n].nbBits; /* push nbBits per symbol, symbol order */
+ for (n=0; n<alphabetSize; n++)
+ CTable[n].val = valPerRank[CTable[n].nbBits]++; /* assign value within rank, symbol order */
+}
+
+size_t HUF_buildCTable_wksp (HUF_CElt* tree, const unsigned* count, U32 maxSymbolValue, U32 maxNbBits, void* workSpace, size_t wkspSize)
+{
+ HUF_buildCTable_wksp_tables* const wksp_tables = (HUF_buildCTable_wksp_tables*)workSpace;
+ nodeElt* const huffNode0 = wksp_tables->huffNodeTbl;
+ nodeElt* const huffNode = huffNode0+1;
+ int nonNullRank;
+
+ /* safety checks */
+ if (((size_t)workSpace & 3) != 0) return ERROR(GENERIC); /* must be aligned on 4-bytes boundaries */
+ if (wkspSize < sizeof(HUF_buildCTable_wksp_tables))
+ return ERROR(workSpace_tooSmall);
+ if (maxNbBits == 0) maxNbBits = HUF_TABLELOG_DEFAULT;
+ if (maxSymbolValue > HUF_SYMBOLVALUE_MAX)
+ return ERROR(maxSymbolValue_tooLarge);
+ ZSTD_memset(huffNode0, 0, sizeof(huffNodeTable));
+
+ /* sort, decreasing order */
+ HUF_sort(huffNode, count, maxSymbolValue, wksp_tables->rankPosition);
+
+ /* build tree */
+ nonNullRank = HUF_buildTree(huffNode, maxSymbolValue);
+
/* enforce maxTableLog */
maxNbBits = HUF_setMaxHeight(huffNode, (U32)nonNullRank, maxNbBits);
+ if (maxNbBits > HUF_TABLELOG_MAX) return ERROR(GENERIC); /* check fit into table */
- /* fill result into tree (val, nbBits) */
- { U16 nbPerRank[HUF_TABLELOG_MAX+1] = {0};
- U16 valPerRank[HUF_TABLELOG_MAX+1] = {0};
- int const alphabetSize = (int)(maxSymbolValue + 1);
- if (maxNbBits > HUF_TABLELOG_MAX) return ERROR(GENERIC); /* check fit into table */
- for (n=0; n<=nonNullRank; n++)
- nbPerRank[huffNode[n].nbBits]++;
- /* determine stating value per rank */
- { U16 min = 0;
- for (n=(int)maxNbBits; n>0; n--) {
- valPerRank[n] = min; /* get starting value within each rank */
- min += nbPerRank[n];
- min >>= 1;
- } }
- for (n=0; n<alphabetSize; n++)
- tree[huffNode[n].byte].nbBits = huffNode[n].nbBits; /* push nbBits per symbol, symbol order */
- for (n=0; n<alphabetSize; n++)
- tree[n].val = valPerRank[tree[n].nbBits]++; /* assign value within rank, symbol order */
- }
+ HUF_buildCTableFromTree(tree, huffNode, nonNullRank, maxSymbolValue, maxNbBits);
return maxNbBits;
}