/* Hash Tables Implementation. * * This file implements in memory hash tables with insert/del/replace/find/ * get-random-element operations. Hash tables will auto resize if needed * tables of power of two in size are used, collisions are handled by * chaining. See the source code for more information... :) * * Copyright (c) 2006-2012, Salvatore Sanfilippo * All rights reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions are met: * * * Redistributions of source code must retain the above copyright notice, * this list of conditions and the following disclaimer. * * Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in the * documentation and/or other materials provided with the distribution. * * Neither the name of Redis nor the names of its contributors may be used * to endorse or promote products derived from this software without * specific prior written permission. * * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE * POSSIBILITY OF SUCH DAMAGE. */ #include "fmacros.h" #include #include #include #include #include #include #include #include "dict.h" #include "zmalloc.h" #include "redisassert.h" /* Using dictEnableResize() / dictDisableResize() we make possible to * enable/disable resizing of the hash table as needed. This is very important * for Redis, as we use copy-on-write and don't want to move too much memory * around when there is a child performing saving operations. * * Note that even when dict_can_resize is set to 0, not all resizes are * prevented: a hash table is still allowed to grow if the ratio between * the number of elements and the buckets > dict_force_resize_ratio. */ static int dict_can_resize = 1; static unsigned int dict_force_resize_ratio = 5; /* -------------------------- private prototypes ---------------------------- */ static int _dictExpandIfNeeded(dict *d); static signed char _dictNextExp(unsigned long size); static long _dictKeyIndex(dict *d, const void *key, uint64_t hash, dictEntry **existing); static int _dictInit(dict *d, dictType *type); /* -------------------------- hash functions -------------------------------- */ static uint8_t dict_hash_function_seed[16]; void dictSetHashFunctionSeed(uint8_t *seed) { memcpy(dict_hash_function_seed,seed,sizeof(dict_hash_function_seed)); } uint8_t *dictGetHashFunctionSeed(void) { return dict_hash_function_seed; } /* The default hashing function uses SipHash implementation * in siphash.c. */ uint64_t siphash(const uint8_t *in, const size_t inlen, const uint8_t *k); uint64_t siphash_nocase(const uint8_t *in, const size_t inlen, const uint8_t *k); uint64_t dictGenHashFunction(const void *key, size_t len) { return siphash(key,len,dict_hash_function_seed); } uint64_t dictGenCaseHashFunction(const unsigned char *buf, size_t len) { return siphash_nocase(buf,len,dict_hash_function_seed); } /* ----------------------------- API implementation ------------------------- */ /* Reset hash table parameters already initialized with _dictInit()*/ static void _dictReset(dict *d, int htidx) { d->ht_table[htidx] = NULL; d->ht_size_exp[htidx] = -1; d->ht_used[htidx] = 0; } /* Create a new hash table */ dict *dictCreate(dictType *type) { dict *d = zmalloc(sizeof(*d)); _dictInit(d,type); return d; } /* Initialize the hash table */ int _dictInit(dict *d, dictType *type) { _dictReset(d, 0); _dictReset(d, 1); d->type = type; d->rehashidx = -1; d->pauserehash = 0; return DICT_OK; } /* Resize the table to the minimal size that contains all the elements, * but with the invariant of a USED/BUCKETS ratio near to <= 1 */ int dictResize(dict *d) { unsigned long minimal; if (!dict_can_resize || dictIsRehashing(d)) return DICT_ERR; minimal = d->ht_used[0]; if (minimal < DICT_HT_INITIAL_SIZE) minimal = DICT_HT_INITIAL_SIZE; return dictExpand(d, minimal); } /* Expand or create the hash table, * when malloc_failed is non-NULL, it'll avoid panic if malloc fails (in which case it'll be set to 1). * Returns DICT_OK if expand was performed, and DICT_ERR if skipped. */ int _dictExpand(dict *d, unsigned long size, int* malloc_failed) { if (malloc_failed) *malloc_failed = 0; /* the size is invalid if it is smaller than the number of * elements already inside the hash table */ if (dictIsRehashing(d) || d->ht_used[0] > size) return DICT_ERR; /* the new hash table */ dictEntry **new_ht_table; unsigned long new_ht_used; signed char new_ht_size_exp = _dictNextExp(size); /* Detect overflows */ size_t newsize = 1ul<ht_size_exp[0]) return DICT_ERR; /* Allocate the new hash table and initialize all pointers to NULL */ if (malloc_failed) { new_ht_table = ztrycalloc(newsize*sizeof(dictEntry*)); *malloc_failed = new_ht_table == NULL; if (*malloc_failed) return DICT_ERR; } else new_ht_table = zcalloc(newsize*sizeof(dictEntry*)); new_ht_used = 0; /* Is this the first initialization? If so it's not really a rehashing * we just set the first hash table so that it can accept keys. */ if (d->ht_table[0] == NULL) { d->ht_size_exp[0] = new_ht_size_exp; d->ht_used[0] = new_ht_used; d->ht_table[0] = new_ht_table; return DICT_OK; } /* Prepare a second hash table for incremental rehashing */ d->ht_size_exp[1] = new_ht_size_exp; d->ht_used[1] = new_ht_used; d->ht_table[1] = new_ht_table; d->rehashidx = 0; return DICT_OK; } /* return DICT_ERR if expand was not performed */ int dictExpand(dict *d, unsigned long size) { return _dictExpand(d, size, NULL); } /* return DICT_ERR if expand failed due to memory allocation failure */ int dictTryExpand(dict *d, unsigned long size) { int malloc_failed; _dictExpand(d, size, &malloc_failed); return malloc_failed? DICT_ERR : DICT_OK; } /* Performs N steps of incremental rehashing. Returns 1 if there are still * keys to move from the old to the new hash table, otherwise 0 is returned. * * Note that a rehashing step consists in moving a bucket (that may have more * than one key as we use chaining) from the old to the new hash table, however * since part of the hash table may be composed of empty spaces, it is not * guaranteed that this function will rehash even a single bucket, since it * will visit at max N*10 empty buckets in total, otherwise the amount of * work it does would be unbound and the function may block for a long time. */ int dictRehash(dict *d, int n) { int empty_visits = n*10; /* Max number of empty buckets to visit. */ if (!dictIsRehashing(d)) return 0; while(n-- && d->ht_used[0] != 0) { dictEntry *de, *nextde; /* Note that rehashidx can't overflow as we are sure there are more * elements because ht[0].used != 0 */ assert(DICTHT_SIZE(d->ht_size_exp[0]) > (unsigned long)d->rehashidx); while(d->ht_table[0][d->rehashidx] == NULL) { d->rehashidx++; if (--empty_visits == 0) return 1; } de = d->ht_table[0][d->rehashidx]; /* Move all the keys in this bucket from the old to the new hash HT */ while(de) { uint64_t h; nextde = de->next; /* Get the index in the new hash table */ h = dictHashKey(d, de->key) & DICTHT_SIZE_MASK(d->ht_size_exp[1]); de->next = d->ht_table[1][h]; d->ht_table[1][h] = de; d->ht_used[0]--; d->ht_used[1]++; de = nextde; } d->ht_table[0][d->rehashidx] = NULL; d->rehashidx++; } /* Check if we already rehashed the whole table... */ if (d->ht_used[0] == 0) { zfree(d->ht_table[0]); /* Copy the new ht onto the old one */ d->ht_table[0] = d->ht_table[1]; d->ht_used[0] = d->ht_used[1]; d->ht_size_exp[0] = d->ht_size_exp[1]; _dictReset(d, 1); d->rehashidx = -1; return 0; } /* More to rehash... */ return 1; } long long timeInMilliseconds(void) { struct timeval tv; gettimeofday(&tv,NULL); return (((long long)tv.tv_sec)*1000)+(tv.tv_usec/1000); } /* Rehash in ms+"delta" milliseconds. The value of "delta" is larger * than 0, and is smaller than 1 in most cases. The exact upper bound * depends on the running time of dictRehash(d,100).*/ int dictRehashMilliseconds(dict *d, int ms) { if (d->pauserehash > 0) return 0; long long start = timeInMilliseconds(); int rehashes = 0; while(dictRehash(d,100)) { rehashes += 100; if (timeInMilliseconds()-start > ms) break; } return rehashes; } /* This function performs just a step of rehashing, and only if hashing has * not been paused for our hash table. When we have iterators in the * middle of a rehashing we can't mess with the two hash tables otherwise * some element can be missed or duplicated. * * This function is called by common lookup or update operations in the * dictionary so that the hash table automatically migrates from H1 to H2 * while it is actively used. */ static void _dictRehashStep(dict *d) { if (d->pauserehash == 0) dictRehash(d,1); } /* Add an element to the target hash table */ int dictAdd(dict *d, void *key, void *val) { dictEntry *entry = dictAddRaw(d,key,NULL); if (!entry) return DICT_ERR; dictSetVal(d, entry, val); return DICT_OK; } /* Low level add or find: * This function adds the entry but instead of setting a value returns the * dictEntry structure to the user, that will make sure to fill the value * field as they wish. * * This function is also directly exposed to the user API to be called * mainly in order to store non-pointers inside the hash value, example: * * entry = dictAddRaw(dict,mykey,NULL); * if (entry != NULL) dictSetSignedIntegerVal(entry,1000); * * Return values: * * If key already exists NULL is returned, and "*existing" is populated * with the existing entry if existing is not NULL. * * If key was added, the hash entry is returned to be manipulated by the caller. */ dictEntry *dictAddRaw(dict *d, void *key, dictEntry **existing) { long index; dictEntry *entry; int htidx; if (dictIsRehashing(d)) _dictRehashStep(d); /* Get the index of the new element, or -1 if * the element already exists. */ if ((index = _dictKeyIndex(d, key, dictHashKey(d,key), existing)) == -1) return NULL; /* Allocate the memory and store the new entry. * Insert the element in top, with the assumption that in a database * system it is more likely that recently added entries are accessed * more frequently. */ htidx = dictIsRehashing(d) ? 1 : 0; size_t metasize = dictMetadataSize(d); entry = zmalloc(sizeof(*entry) + metasize); if (metasize > 0) { memset(dictMetadata(entry), 0, metasize); } entry->next = d->ht_table[htidx][index]; d->ht_table[htidx][index] = entry; d->ht_used[htidx]++; /* Set the hash entry fields. */ dictSetKey(d, entry, key); return entry; } /* Add or Overwrite: * Add an element, discarding the old value if the key already exists. * Return 1 if the key was added from scratch, 0 if there was already an * element with such key and dictReplace() just performed a value update * operation. */ int dictReplace(dict *d, void *key, void *val) { dictEntry *entry, *existing, auxentry; /* Try to add the element. If the key * does not exists dictAdd will succeed. */ entry = dictAddRaw(d,key,&existing); if (entry) { dictSetVal(d, entry, val); return 1; } /* Set the new value and free the old one. Note that it is important * to do that in this order, as the value may just be exactly the same * as the previous one. In this context, think to reference counting, * you want to increment (set), and then decrement (free), and not the * reverse. */ auxentry = *existing; dictSetVal(d, existing, val); dictFreeVal(d, &auxentry); return 0; } /* Add or Find: * dictAddOrFind() is simply a version of dictAddRaw() that always * returns the hash entry of the specified key, even if the key already * exists and can't be added (in that case the entry of the already * existing key is returned.) * * See dictAddRaw() for more information. */ dictEntry *dictAddOrFind(dict *d, void *key) { dictEntry *entry, *existing; entry = dictAddRaw(d,key,&existing); return entry ? entry : existing; } /* Search and remove an element. This is a helper function for * dictDelete() and dictUnlink(), please check the top comment * of those functions. */ static dictEntry *dictGenericDelete(dict *d, const void *key, int nofree) { uint64_t h, idx; dictEntry *he, *prevHe; int table; /* dict is empty */ if (dictSize(d) == 0) return NULL; if (dictIsRehashing(d)) _dictRehashStep(d); h = dictHashKey(d, key); for (table = 0; table <= 1; table++) { idx = h & DICTHT_SIZE_MASK(d->ht_size_exp[table]); he = d->ht_table[table][idx]; prevHe = NULL; while(he) { if (key==he->key || dictCompareKeys(d, key, he->key)) { /* Unlink the element from the list */ if (prevHe) prevHe->next = he->next; else d->ht_table[table][idx] = he->next; if (!nofree) { dictFreeUnlinkedEntry(d, he); } d->ht_used[table]--; return he; } prevHe = he; he = he->next; } if (!dictIsRehashing(d)) break; } return NULL; /* not found */ } /* Remove an element, returning DICT_OK on success or DICT_ERR if the * element was not found. */ int dictDelete(dict *ht, const void *key) { return dictGenericDelete(ht,key,0) ? DICT_OK : DICT_ERR; } /* Remove an element from the table, but without actually releasing * the key, value and dictionary entry. The dictionary entry is returned * if the element was found (and unlinked from the table), and the user * should later call `dictFreeUnlinkedEntry()` with it in order to release it. * Otherwise if the key is not found, NULL is returned. * * This function is useful when we want to remove something from the hash * table but want to use its value before actually deleting the entry. * Without this function the pattern would require two lookups: * * entry = dictFind(...); * // Do something with entry * dictDelete(dictionary,entry); * * Thanks to this function it is possible to avoid this, and use * instead: * * entry = dictUnlink(dictionary,entry); * // Do something with entry * dictFreeUnlinkedEntry(entry); // <- This does not need to lookup again. */ dictEntry *dictUnlink(dict *d, const void *key) { return dictGenericDelete(d,key,1); } /* You need to call this function to really free the entry after a call * to dictUnlink(). It's safe to call this function with 'he' = NULL. */ void dictFreeUnlinkedEntry(dict *d, dictEntry *he) { if (he == NULL) return; dictFreeKey(d, he); dictFreeVal(d, he); zfree(he); } /* Destroy an entire dictionary */ int _dictClear(dict *d, int htidx, void(callback)(dict*)) { unsigned long i; /* Free all the elements */ for (i = 0; i < DICTHT_SIZE(d->ht_size_exp[htidx]) && d->ht_used[htidx] > 0; i++) { dictEntry *he, *nextHe; if (callback && (i & 65535) == 0) callback(d); if ((he = d->ht_table[htidx][i]) == NULL) continue; while(he) { nextHe = he->next; dictFreeKey(d, he); dictFreeVal(d, he); zfree(he); d->ht_used[htidx]--; he = nextHe; } } /* Free the table and the allocated cache structure */ zfree(d->ht_table[htidx]); /* Re-initialize the table */ _dictReset(d, htidx); return DICT_OK; /* never fails */ } /* Clear & Release the hash table */ void dictRelease(dict *d) { _dictClear(d,0,NULL); _dictClear(d,1,NULL); zfree(d); } dictEntry *dictFind(dict *d, const void *key) { dictEntry *he; uint64_t h, idx, table; if (dictSize(d) == 0) return NULL; /* dict is empty */ if (dictIsRehashing(d)) _dictRehashStep(d); h = dictHashKey(d, key); for (table = 0; table <= 1; table++) { idx = h & DICTHT_SIZE_MASK(d->ht_size_exp[table]); he = d->ht_table[table][idx]; while(he) { if (key==he->key || dictCompareKeys(d, key, he->key)) return he; he = he->next; } if (!dictIsRehashing(d)) return NULL; } return NULL; } void *dictFetchValue(dict *d, const void *key) { dictEntry *he; he = dictFind(d,key); return he ? dictGetVal(he) : NULL; } /* A fingerprint is a 64 bit number that represents the state of the dictionary * at a given time, it's just a few dict properties xored together. * When an unsafe iterator is initialized, we get the dict fingerprint, and check * the fingerprint again when the iterator is released. * If the two fingerprints are different it means that the user of the iterator * performed forbidden operations against the dictionary while iterating. */ unsigned long long dictFingerprint(dict *d) { unsigned long long integers[6], hash = 0; int j; integers[0] = (long) d->ht_table[0]; integers[1] = d->ht_size_exp[0]; integers[2] = d->ht_used[0]; integers[3] = (long) d->ht_table[1]; integers[4] = d->ht_size_exp[1]; integers[5] = d->ht_used[1]; /* We hash N integers by summing every successive integer with the integer * hashing of the previous sum. Basically: * * Result = hash(hash(hash(int1)+int2)+int3) ... * * This way the same set of integers in a different order will (likely) hash * to a different number. */ for (j = 0; j < 6; j++) { hash += integers[j]; /* For the hashing step we use Tomas Wang's 64 bit integer hash. */ hash = (~hash) + (hash << 21); // hash = (hash << 21) - hash - 1; hash = hash ^ (hash >> 24); hash = (hash + (hash << 3)) + (hash << 8); // hash * 265 hash = hash ^ (hash >> 14); hash = (hash + (hash << 2)) + (hash << 4); // hash * 21 hash = hash ^ (hash >> 28); hash = hash + (hash << 31); } return hash; } dictIterator *dictGetIterator(dict *d) { dictIterator *iter = zmalloc(sizeof(*iter)); iter->d = d; iter->table = 0; iter->index = -1; iter->safe = 0; iter->entry = NULL; iter->nextEntry = NULL; return iter; } dictIterator *dictGetSafeIterator(dict *d) { dictIterator *i = dictGetIterator(d); i->safe = 1; return i; } dictEntry *dictNext(dictIterator *iter) { while (1) { if (iter->entry == NULL) { if (iter->index == -1 && iter->table == 0) { if (iter->safe) dictPauseRehashing(iter->d); else iter->fingerprint = dictFingerprint(iter->d); } iter->index++; if (iter->index >= (long) DICTHT_SIZE(iter->d->ht_size_exp[iter->table])) { if (dictIsRehashing(iter->d) && iter->table == 0) { iter->table++; iter->index = 0; } else { break; } } iter->entry = iter->d->ht_table[iter->table][iter->index]; } else { iter->entry = iter->nextEntry; } if (iter->entry) { /* We need to save the 'next' here, the iterator user * may delete the entry we are returning. */ iter->nextEntry = iter->entry->next; return iter->entry; } } return NULL; } void dictReleaseIterator(dictIterator *iter) { if (!(iter->index == -1 && iter->table == 0)) { if (iter->safe) dictResumeRehashing(iter->d); else assert(iter->fingerprint == dictFingerprint(iter->d)); } zfree(iter); } /* Return a random entry from the hash table. Useful to * implement randomized algorithms */ dictEntry *dictGetRandomKey(dict *d) { dictEntry *he, *orighe; unsigned long h; int listlen, listele; if (dictSize(d) == 0) return NULL; if (dictIsRehashing(d)) _dictRehashStep(d); if (dictIsRehashing(d)) { unsigned long s0 = DICTHT_SIZE(d->ht_size_exp[0]); do { /* We are sure there are no elements in indexes from 0 * to rehashidx-1 */ h = d->rehashidx + (randomULong() % (dictSlots(d) - d->rehashidx)); he = (h >= s0) ? d->ht_table[1][h - s0] : d->ht_table[0][h]; } while(he == NULL); } else { unsigned long m = DICTHT_SIZE_MASK(d->ht_size_exp[0]); do { h = randomULong() & m; he = d->ht_table[0][h]; } while(he == NULL); } /* Now we found a non empty bucket, but it is a linked * list and we need to get a random element from the list. * The only sane way to do so is counting the elements and * select a random index. */ listlen = 0; orighe = he; while(he) { he = he->next; listlen++; } listele = random() % listlen; he = orighe; while(listele--) he = he->next; return he; } /* This function samples the dictionary to return a few keys from random * locations. * * It does not guarantee to return all the keys specified in 'count', nor * it does guarantee to return non-duplicated elements, however it will make * some effort to do both things. * * Returned pointers to hash table entries are stored into 'des' that * points to an array of dictEntry pointers. The array must have room for * at least 'count' elements, that is the argument we pass to the function * to tell how many random elements we need. * * The function returns the number of items stored into 'des', that may * be less than 'count' if the hash table has less than 'count' elements * inside, or if not enough elements were found in a reasonable amount of * steps. * * Note that this function is not suitable when you need a good distribution * of the returned items, but only when you need to "sample" a given number * of continuous elements to run some kind of algorithm or to produce * statistics. However the function is much faster than dictGetRandomKey() * at producing N elements. */ unsigned int dictGetSomeKeys(dict *d, dictEntry **des, unsigned int count) { unsigned long j; /* internal hash table id, 0 or 1. */ unsigned long tables; /* 1 or 2 tables? */ unsigned long stored = 0, maxsizemask; unsigned long maxsteps; if (dictSize(d) < count) count = dictSize(d); maxsteps = count*10; /* Try to do a rehashing work proportional to 'count'. */ for (j = 0; j < count; j++) { if (dictIsRehashing(d)) _dictRehashStep(d); else break; } tables = dictIsRehashing(d) ? 2 : 1; maxsizemask = DICTHT_SIZE_MASK(d->ht_size_exp[0]); if (tables > 1 && maxsizemask < DICTHT_SIZE_MASK(d->ht_size_exp[1])) maxsizemask = DICTHT_SIZE_MASK(d->ht_size_exp[1]); /* Pick a random point inside the larger table. */ unsigned long i = randomULong() & maxsizemask; unsigned long emptylen = 0; /* Continuous empty entries so far. */ while(stored < count && maxsteps--) { for (j = 0; j < tables; j++) { /* Invariant of the dict.c rehashing: up to the indexes already * visited in ht[0] during the rehashing, there are no populated * buckets, so we can skip ht[0] for indexes between 0 and idx-1. */ if (tables == 2 && j == 0 && i < (unsigned long) d->rehashidx) { /* Moreover, if we are currently out of range in the second * table, there will be no elements in both tables up to * the current rehashing index, so we jump if possible. * (this happens when going from big to small table). */ if (i >= DICTHT_SIZE(d->ht_size_exp[1])) i = d->rehashidx; else continue; } if (i >= DICTHT_SIZE(d->ht_size_exp[j])) continue; /* Out of range for this table. */ dictEntry *he = d->ht_table[j][i]; /* Count contiguous empty buckets, and jump to other * locations if they reach 'count' (with a minimum of 5). */ if (he == NULL) { emptylen++; if (emptylen >= 5 && emptylen > count) { i = randomULong() & maxsizemask; emptylen = 0; } } else { emptylen = 0; while (he) { /* Collect all the elements of the buckets found non * empty while iterating. */ *des = he; des++; he = he->next; stored++; if (stored == count) return stored; } } } i = (i+1) & maxsizemask; } return stored; } /* This is like dictGetRandomKey() from the POV of the API, but will do more * work to ensure a better distribution of the returned element. * * This function improves the distribution because the dictGetRandomKey() * problem is that it selects a random bucket, then it selects a random * element from the chain in the bucket. However elements being in different * chain lengths will have different probabilities of being reported. With * this function instead what we do is to consider a "linear" range of the table * that may be constituted of N buckets with chains of different lengths * appearing one after the other. Then we report a random element in the range. * In this way we smooth away the problem of different chain lengths. */ #define GETFAIR_NUM_ENTRIES 15 dictEntry *dictGetFairRandomKey(dict *d) { dictEntry *entries[GETFAIR_NUM_ENTRIES]; unsigned int count = dictGetSomeKeys(d,entries,GETFAIR_NUM_ENTRIES); /* Note that dictGetSomeKeys() may return zero elements in an unlucky * run() even if there are actually elements inside the hash table. So * when we get zero, we call the true dictGetRandomKey() that will always * yield the element if the hash table has at least one. */ if (count == 0) return dictGetRandomKey(d); unsigned int idx = rand() % count; return entries[idx]; } /* Function to reverse bits. Algorithm from: * http://graphics.stanford.edu/~seander/bithacks.html#ReverseParallel */ static unsigned long rev(unsigned long v) { unsigned long s = CHAR_BIT * sizeof(v); // bit size; must be power of 2 unsigned long mask = ~0UL; while ((s >>= 1) > 0) { mask ^= (mask << s); v = ((v >> s) & mask) | ((v << s) & ~mask); } return v; } /* dictScan() is used to iterate over the elements of a dictionary. * * Iterating works the following way: * * 1) Initially you call the function using a cursor (v) value of 0. * 2) The function performs one step of the iteration, and returns the * new cursor value you must use in the next call. * 3) When the returned cursor is 0, the iteration is complete. * * The function guarantees all elements present in the * dictionary get returned between the start and end of the iteration. * However it is possible some elements get returned multiple times. * * For every element returned, the callback argument 'fn' is * called with 'privdata' as first argument and the dictionary entry * 'de' as second argument. * * HOW IT WORKS. * * The iteration algorithm was designed by Pieter Noordhuis. * The main idea is to increment a cursor starting from the higher order * bits. That is, instead of incrementing the cursor normally, the bits * of the cursor are reversed, then the cursor is incremented, and finally * the bits are reversed again. * * This strategy is needed because the hash table may be resized between * iteration calls. * * dict.c hash tables are always power of two in size, and they * use chaining, so the position of an element in a given table is given * by computing the bitwise AND between Hash(key) and SIZE-1 * (where SIZE-1 is always the mask that is equivalent to taking the rest * of the division between the Hash of the key and SIZE). * * For example if the current hash table size is 16, the mask is * (in binary) 1111. The position of a key in the hash table will always be * the last four bits of the hash output, and so forth. * * WHAT HAPPENS IF THE TABLE CHANGES IN SIZE? * * If the hash table grows, elements can go anywhere in one multiple of * the old bucket: for example let's say we already iterated with * a 4 bit cursor 1100 (the mask is 1111 because hash table size = 16). * * If the hash table will be resized to 64 elements, then the new mask will * be 111111. The new buckets you obtain by substituting in ??1100 * with either 0 or 1 can be targeted only by keys we already visited * when scanning the bucket 1100 in the smaller hash table. * * By iterating the higher bits first, because of the inverted counter, the * cursor does not need to restart if the table size gets bigger. It will * continue iterating using cursors without '1100' at the end, and also * without any other combination of the final 4 bits already explored. * * Similarly when the table size shrinks over time, for example going from * 16 to 8, if a combination of the lower three bits (the mask for size 8 * is 111) were already completely explored, it would not be visited again * because we are sure we tried, for example, both 0111 and 1111 (all the * variations of the higher bit) so we don't need to test it again. * * WAIT... YOU HAVE *TWO* TABLES DURING REHASHING! * * Yes, this is true, but we always iterate the smaller table first, then * we test all the expansions of the current cursor into the larger * table. For example if the current cursor is 101 and we also have a * larger table of size 16, we also test (0)101 and (1)101 inside the larger * table. This reduces the problem back to having only one table, where * the larger one, if it exists, is just an expansion of the smaller one. * * LIMITATIONS * * This iterator is completely stateless, and this is a huge advantage, * including no additional memory used. * * The disadvantages resulting from this design are: * * 1) It is possible we return elements more than once. However this is usually * easy to deal with in the application level. * 2) The iterator must return multiple elements per call, as it needs to always * return all the keys chained in a given bucket, and all the expansions, so * we are sure we don't miss keys moving during rehashing. * 3) The reverse cursor is somewhat hard to understand at first, but this * comment is supposed to help. */ unsigned long dictScan(dict *d, unsigned long v, dictScanFunction *fn, dictScanBucketFunction* bucketfn, void *privdata) { int htidx0, htidx1; const dictEntry *de, *next; unsigned long m0, m1; if (dictSize(d) == 0) return 0; /* This is needed in case the scan callback tries to do dictFind or alike. */ dictPauseRehashing(d); if (!dictIsRehashing(d)) { htidx0 = 0; m0 = DICTHT_SIZE_MASK(d->ht_size_exp[htidx0]); /* Emit entries at cursor */ if (bucketfn) bucketfn(d, &d->ht_table[htidx0][v & m0]); de = d->ht_table[htidx0][v & m0]; while (de) { next = de->next; fn(privdata, de); de = next; } /* Set unmasked bits so incrementing the reversed cursor * operates on the masked bits */ v |= ~m0; /* Increment the reverse cursor */ v = rev(v); v++; v = rev(v); } else { htidx0 = 0; htidx1 = 1; /* Make sure t0 is the smaller and t1 is the bigger table */ if (DICTHT_SIZE(d->ht_size_exp[htidx0]) > DICTHT_SIZE(d->ht_size_exp[htidx1])) { htidx0 = 1; htidx1 = 0; } m0 = DICTHT_SIZE_MASK(d->ht_size_exp[htidx0]); m1 = DICTHT_SIZE_MASK(d->ht_size_exp[htidx1]); /* Emit entries at cursor */ if (bucketfn) bucketfn(d, &d->ht_table[htidx0][v & m0]); de = d->ht_table[htidx0][v & m0]; while (de) { next = de->next; fn(privdata, de); de = next; } /* Iterate over indices in larger table that are the expansion * of the index pointed to by the cursor in the smaller table */ do { /* Emit entries at cursor */ if (bucketfn) bucketfn(d, &d->ht_table[htidx1][v & m1]); de = d->ht_table[htidx1][v & m1]; while (de) { next = de->next; fn(privdata, de); de = next; } /* Increment the reverse cursor not covered by the smaller mask.*/ v |= ~m1; v = rev(v); v++; v = rev(v); /* Continue while bits covered by mask difference is non-zero */ } while (v & (m0 ^ m1)); } dictResumeRehashing(d); return v; } /* ------------------------- private functions ------------------------------ */ /* Because we may need to allocate huge memory chunk at once when dict * expands, we will check this allocation is allowed or not if the dict * type has expandAllowed member function. */ static int dictTypeExpandAllowed(dict *d) { if (d->type->expandAllowed == NULL) return 1; return d->type->expandAllowed( DICTHT_SIZE(_dictNextExp(d->ht_used[0] + 1)) * sizeof(dictEntry*), (double)d->ht_used[0] / DICTHT_SIZE(d->ht_size_exp[0])); } /* Expand the hash table if needed */ static int _dictExpandIfNeeded(dict *d) { /* Incremental rehashing already in progress. Return. */ if (dictIsRehashing(d)) return DICT_OK; /* If the hash table is empty expand it to the initial size. */ if (DICTHT_SIZE(d->ht_size_exp[0]) == 0) return dictExpand(d, DICT_HT_INITIAL_SIZE); /* If we reached the 1:1 ratio, and we are allowed to resize the hash * table (global setting) or we should avoid it but the ratio between * elements/buckets is over the "safe" threshold, we resize doubling * the number of buckets. */ if (d->ht_used[0] >= DICTHT_SIZE(d->ht_size_exp[0]) && (dict_can_resize || d->ht_used[0]/ DICTHT_SIZE(d->ht_size_exp[0]) > dict_force_resize_ratio) && dictTypeExpandAllowed(d)) { return dictExpand(d, d->ht_used[0] + 1); } return DICT_OK; } /* TODO: clz optimization */ /* Our hash table capability is a power of two */ static signed char _dictNextExp(unsigned long size) { unsigned char e = DICT_HT_INITIAL_EXP; if (size >= LONG_MAX) return (8*sizeof(long)-1); while(1) { if (((unsigned long)1<= size) return e; e++; } } /* Returns the index of a free slot that can be populated with * a hash entry for the given 'key'. * If the key already exists, -1 is returned * and the optional output parameter may be filled. * * Note that if we are in the process of rehashing the hash table, the * index is always returned in the context of the second (new) hash table. */ static long _dictKeyIndex(dict *d, const void *key, uint64_t hash, dictEntry **existing) { unsigned long idx, table; dictEntry *he; if (existing) *existing = NULL; /* Expand the hash table if needed */ if (_dictExpandIfNeeded(d) == DICT_ERR) return -1; for (table = 0; table <= 1; table++) { idx = hash & DICTHT_SIZE_MASK(d->ht_size_exp[table]); /* Search if this slot does not already contain the given key */ he = d->ht_table[table][idx]; while(he) { if (key==he->key || dictCompareKeys(d, key, he->key)) { if (existing) *existing = he; return -1; } he = he->next; } if (!dictIsRehashing(d)) break; } return idx; } void dictEmpty(dict *d, void(callback)(dict*)) { _dictClear(d,0,callback); _dictClear(d,1,callback); d->rehashidx = -1; d->pauserehash = 0; } void dictEnableResize(void) { dict_can_resize = 1; } void dictDisableResize(void) { dict_can_resize = 0; } uint64_t dictGetHash(dict *d, const void *key) { return dictHashKey(d, key); } /* Finds the dictEntry reference by using pointer and pre-calculated hash. * oldkey is a dead pointer and should not be accessed. * the hash value should be provided using dictGetHash. * no string / key comparison is performed. * return value is the reference to the dictEntry if found, or NULL if not found. */ dictEntry **dictFindEntryRefByPtrAndHash(dict *d, const void *oldptr, uint64_t hash) { dictEntry *he, **heref; unsigned long idx, table; if (dictSize(d) == 0) return NULL; /* dict is empty */ for (table = 0; table <= 1; table++) { idx = hash & DICTHT_SIZE_MASK(d->ht_size_exp[table]); heref = &d->ht_table[table][idx]; he = *heref; while(he) { if (oldptr==he->key) return heref; heref = &he->next; he = *heref; } if (!dictIsRehashing(d)) return NULL; } return NULL; } /* ------------------------------- Debugging ---------------------------------*/ #define DICT_STATS_VECTLEN 50 size_t _dictGetStatsHt(char *buf, size_t bufsize, dict *d, int htidx) { unsigned long i, slots = 0, chainlen, maxchainlen = 0; unsigned long totchainlen = 0; unsigned long clvector[DICT_STATS_VECTLEN]; size_t l = 0; if (d->ht_used[htidx] == 0) { return snprintf(buf,bufsize, "No stats available for empty dictionaries\n"); } /* Compute stats. */ for (i = 0; i < DICT_STATS_VECTLEN; i++) clvector[i] = 0; for (i = 0; i < DICTHT_SIZE(d->ht_size_exp[htidx]); i++) { dictEntry *he; if (d->ht_table[htidx][i] == NULL) { clvector[0]++; continue; } slots++; /* For each hash entry on this slot... */ chainlen = 0; he = d->ht_table[htidx][i]; while(he) { chainlen++; he = he->next; } clvector[(chainlen < DICT_STATS_VECTLEN) ? chainlen : (DICT_STATS_VECTLEN-1)]++; if (chainlen > maxchainlen) maxchainlen = chainlen; totchainlen += chainlen; } /* Generate human readable stats. */ l += snprintf(buf+l,bufsize-l, "Hash table %d stats (%s):\n" " table size: %lu\n" " number of elements: %lu\n" " different slots: %lu\n" " max chain length: %lu\n" " avg chain length (counted): %.02f\n" " avg chain length (computed): %.02f\n" " Chain length distribution:\n", htidx, (htidx == 0) ? "main hash table" : "rehashing target", DICTHT_SIZE(d->ht_size_exp[htidx]), d->ht_used[htidx], slots, maxchainlen, (float)totchainlen/slots, (float)d->ht_used[htidx]/slots); for (i = 0; i < DICT_STATS_VECTLEN-1; i++) { if (clvector[i] == 0) continue; if (l >= bufsize) break; l += snprintf(buf+l,bufsize-l, " %ld: %ld (%.02f%%)\n", i, clvector[i], ((float)clvector[i]/DICTHT_SIZE(d->ht_size_exp[htidx]))*100); } /* Unlike snprintf(), return the number of characters actually written. */ if (bufsize) buf[bufsize-1] = '\0'; return strlen(buf); } void dictGetStats(char *buf, size_t bufsize, dict *d) { size_t l; char *orig_buf = buf; size_t orig_bufsize = bufsize; l = _dictGetStatsHt(buf,bufsize,d,0); buf += l; bufsize -= l; if (dictIsRehashing(d) && bufsize > 0) { _dictGetStatsHt(buf,bufsize,d,1); } /* Make sure there is a NULL term at the end. */ if (orig_bufsize) orig_buf[orig_bufsize-1] = '\0'; } /* ------------------------------- Benchmark ---------------------------------*/ #ifdef REDIS_TEST #include "testhelp.h" #define UNUSED(V) ((void) V) uint64_t hashCallback(const void *key) { return dictGenHashFunction((unsigned char*)key, strlen((char*)key)); } int compareCallback(dict *d, const void *key1, const void *key2) { int l1,l2; UNUSED(d); l1 = strlen((char*)key1); l2 = strlen((char*)key2); if (l1 != l2) return 0; return memcmp(key1, key2, l1) == 0; } void freeCallback(dict *d, void *val) { UNUSED(d); zfree(val); } char *stringFromLongLong(long long value) { char buf[32]; int len; char *s; len = sprintf(buf,"%lld",value); s = zmalloc(len+1); memcpy(s, buf, len); s[len] = '\0'; return s; } dictType BenchmarkDictType = { hashCallback, NULL, NULL, compareCallback, freeCallback, NULL, NULL }; #define start_benchmark() start = timeInMilliseconds() #define end_benchmark(msg) do { \ elapsed = timeInMilliseconds()-start; \ printf(msg ": %ld items in %lld ms\n", count, elapsed); \ } while(0) /* ./redis-server test dict [ | --accurate] */ int dictTest(int argc, char **argv, int flags) { long j; long long start, elapsed; dict *dict = dictCreate(&BenchmarkDictType); long count = 0; int accurate = (flags & REDIS_TEST_ACCURATE); if (argc == 4) { if (accurate) { count = 5000000; } else { count = strtol(argv[3],NULL,10); } } else { count = 5000; } start_benchmark(); for (j = 0; j < count; j++) { int retval = dictAdd(dict,stringFromLongLong(j),(void*)j); assert(retval == DICT_OK); } end_benchmark("Inserting"); assert((long)dictSize(dict) == count); /* Wait for rehashing. */ while (dictIsRehashing(dict)) { dictRehashMilliseconds(dict,100); } start_benchmark(); for (j = 0; j < count; j++) { char *key = stringFromLongLong(j); dictEntry *de = dictFind(dict,key); assert(de != NULL); zfree(key); } end_benchmark("Linear access of existing elements"); start_benchmark(); for (j = 0; j < count; j++) { char *key = stringFromLongLong(j); dictEntry *de = dictFind(dict,key); assert(de != NULL); zfree(key); } end_benchmark("Linear access of existing elements (2nd round)"); start_benchmark(); for (j = 0; j < count; j++) { char *key = stringFromLongLong(rand() % count); dictEntry *de = dictFind(dict,key); assert(de != NULL); zfree(key); } end_benchmark("Random access of existing elements"); start_benchmark(); for (j = 0; j < count; j++) { dictEntry *de = dictGetRandomKey(dict); assert(de != NULL); } end_benchmark("Accessing random keys"); start_benchmark(); for (j = 0; j < count; j++) { char *key = stringFromLongLong(rand() % count); key[0] = 'X'; dictEntry *de = dictFind(dict,key); assert(de == NULL); zfree(key); } end_benchmark("Accessing missing"); start_benchmark(); for (j = 0; j < count; j++) { char *key = stringFromLongLong(j); int retval = dictDelete(dict,key); assert(retval == DICT_OK); key[0] += 17; /* Change first number to letter. */ retval = dictAdd(dict,key,(void*)j); assert(retval == DICT_OK); } end_benchmark("Removing and adding"); dictRelease(dict); return 0; } #endif