xref: /redis-3.2.3/src/dict.c (revision f2305046)
1 /* Hash Tables Implementation.
2  *
3  * This file implements in memory hash tables with insert/del/replace/find/
4  * get-random-element operations. Hash tables will auto resize if needed
5  * tables of power of two in size are used, collisions are handled by
6  * chaining. See the source code for more information... :)
7  *
8  * Copyright (c) 2006-2010, Salvatore Sanfilippo <antirez at gmail dot com>
9  * All rights reserved.
10  *
11  * Redistribution and use in source and binary forms, with or without
12  * modification, are permitted provided that the following conditions are met:
13  *
14  *   * Redistributions of source code must retain the above copyright notice,
15  *     this list of conditions and the following disclaimer.
16  *   * Redistributions in binary form must reproduce the above copyright
17  *     notice, this list of conditions and the following disclaimer in the
18  *     documentation and/or other materials provided with the distribution.
19  *   * Neither the name of Redis nor the names of its contributors may be used
20  *     to endorse or promote products derived from this software without
21  *     specific prior written permission.
22  *
23  * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
24  * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
25  * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
26  * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
27  * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
28  * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
29  * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
30  * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
31  * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
32  * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
33  * POSSIBILITY OF SUCH DAMAGE.
34  */
35 
36 #include "fmacros.h"
37 
38 #include <stdio.h>
39 #include <stdlib.h>
40 #include <string.h>
41 #include <stdarg.h>
42 #include <assert.h>
43 #include <limits.h>
44 #include <sys/time.h>
45 #include <ctype.h>
46 
47 #include "dict.h"
48 #include "zmalloc.h"
49 
50 /* Using dictEnableResize() / dictDisableResize() we make possible to
51  * enable/disable resizing of the hash table as needed. This is very important
52  * for Redis, as we use copy-on-write and don't want to move too much memory
53  * around when there is a child performing saving operations.
54  *
55  * Note that even when dict_can_resize is set to 0, not all resizes are
56  * prevented: an hash table is still allowed to grow if the ratio between
57  * the number of elements and the buckets > dict_force_resize_ratio. */
58 static int dict_can_resize = 1;
59 static unsigned int dict_force_resize_ratio = 5;
60 
61 /* -------------------------- private prototypes ---------------------------- */
62 
63 static int _dictExpandIfNeeded(dict *ht);
64 static unsigned long _dictNextPower(unsigned long size);
65 static int _dictKeyIndex(dict *ht, const void *key);
66 static int _dictInit(dict *ht, dictType *type, void *privDataPtr);
67 
68 /* -------------------------- hash functions -------------------------------- */
69 
70 /* Thomas Wang's 32 bit Mix Function */
71 unsigned int dictIntHashFunction(unsigned int key)
72 {
73     key += ~(key << 15);
74     key ^=  (key >> 10);
75     key +=  (key << 3);
76     key ^=  (key >> 6);
77     key += ~(key << 11);
78     key ^=  (key >> 16);
79     return key;
80 }
81 
82 /* Identity hash function for integer keys */
83 unsigned int dictIdentityHashFunction(unsigned int key)
84 {
85     return key;
86 }
87 
88 static int dict_hash_function_seed = 5381;
89 
90 void dictSetHashFunctionSeed(unsigned int seed) {
91     dict_hash_function_seed = seed;
92 }
93 
94 unsigned int dictGetHashFunctionSeed(void) {
95     return dict_hash_function_seed;
96 }
97 
98 /* Generic hash function (a popular one from Bernstein).
99  * I tested a few and this was the best. */
100 unsigned int dictGenHashFunction(const unsigned char *buf, int len) {
101     unsigned int hash = dict_hash_function_seed;
102 
103     while (len--)
104         hash = ((hash << 5) + hash) + (*buf++); /* hash * 33 + c */
105     return hash;
106 }
107 
108 /* And a case insensitive version */
109 unsigned int dictGenCaseHashFunction(const unsigned char *buf, int len) {
110     unsigned int hash = dict_hash_function_seed;
111 
112     while (len--)
113         hash = ((hash << 5) + hash) + (tolower(*buf++)); /* hash * 33 + c */
114     return hash;
115 }
116 
117 /* ----------------------------- API implementation ------------------------- */
118 
119 /* Reset an hashtable already initialized with ht_init().
120  * NOTE: This function should only called by ht_destroy(). */
121 static void _dictReset(dictht *ht)
122 {
123     ht->table = NULL;
124     ht->size = 0;
125     ht->sizemask = 0;
126     ht->used = 0;
127 }
128 
129 /* Create a new hash table */
130 dict *dictCreate(dictType *type,
131         void *privDataPtr)
132 {
133     dict *d = zmalloc(sizeof(*d));
134 
135     _dictInit(d,type,privDataPtr);
136     return d;
137 }
138 
139 /* Initialize the hash table */
140 int _dictInit(dict *d, dictType *type,
141         void *privDataPtr)
142 {
143     _dictReset(&d->ht[0]);
144     _dictReset(&d->ht[1]);
145     d->type = type;
146     d->privdata = privDataPtr;
147     d->rehashidx = -1;
148     d->iterators = 0;
149     return DICT_OK;
150 }
151 
152 /* Resize the table to the minimal size that contains all the elements,
153  * but with the invariant of a USED/BUCKETS ratio near to <= 1 */
154 int dictResize(dict *d)
155 {
156     int minimal;
157 
158     if (!dict_can_resize || dictIsRehashing(d)) return DICT_ERR;
159     minimal = d->ht[0].used;
160     if (minimal < DICT_HT_INITIAL_SIZE)
161         minimal = DICT_HT_INITIAL_SIZE;
162     return dictExpand(d, minimal);
163 }
164 
165 /* Expand or create the hashtable */
166 int dictExpand(dict *d, unsigned long size)
167 {
168     dictht n; /* the new hashtable */
169     unsigned long realsize = _dictNextPower(size);
170 
171     /* the size is invalid if it is smaller than the number of
172      * elements already inside the hashtable */
173     if (dictIsRehashing(d) || d->ht[0].used > size)
174         return DICT_ERR;
175 
176     /* Allocate the new hashtable and initialize all pointers to NULL */
177     n.size = realsize;
178     n.sizemask = realsize-1;
179     n.table = zcalloc(realsize*sizeof(dictEntry*));
180     n.used = 0;
181 
182     /* Is this the first initialization? If so it's not really a rehashing
183      * we just set the first hash table so that it can accept keys. */
184     if (d->ht[0].table == NULL) {
185         d->ht[0] = n;
186         return DICT_OK;
187     }
188 
189     /* Prepare a second hash table for incremental rehashing */
190     d->ht[1] = n;
191     d->rehashidx = 0;
192     return DICT_OK;
193 }
194 
195 /* Performs N steps of incremental rehashing. Returns 1 if there are still
196  * keys to move from the old to the new hash table, otherwise 0 is returned.
197  * Note that a rehashing step consists in moving a bucket (that may have more
198  * thank one key as we use chaining) from the old to the new hash table. */
199 int dictRehash(dict *d, int n) {
200     if (!dictIsRehashing(d)) return 0;
201 
202     while(n--) {
203         dictEntry *de, *nextde;
204 
205         /* Check if we already rehashed the whole table... */
206         if (d->ht[0].used == 0) {
207             zfree(d->ht[0].table);
208             d->ht[0] = d->ht[1];
209             _dictReset(&d->ht[1]);
210             d->rehashidx = -1;
211             return 0;
212         }
213 
214         /* Note that rehashidx can't overflow as we are sure there are more
215          * elements because ht[0].used != 0 */
216         assert(d->ht[0].size > (unsigned)d->rehashidx);
217         while(d->ht[0].table[d->rehashidx] == NULL) d->rehashidx++;
218         de = d->ht[0].table[d->rehashidx];
219         /* Move all the keys in this bucket from the old to the new hash HT */
220         while(de) {
221             unsigned int h;
222 
223             nextde = de->next;
224             /* Get the index in the new hash table */
225             h = dictHashKey(d, de->key) & d->ht[1].sizemask;
226             de->next = d->ht[1].table[h];
227             d->ht[1].table[h] = de;
228             d->ht[0].used--;
229             d->ht[1].used++;
230             de = nextde;
231         }
232         d->ht[0].table[d->rehashidx] = NULL;
233         d->rehashidx++;
234     }
235     return 1;
236 }
237 
238 long long timeInMilliseconds(void) {
239     struct timeval tv;
240 
241     gettimeofday(&tv,NULL);
242     return (((long long)tv.tv_sec)*1000)+(tv.tv_usec/1000);
243 }
244 
245 /* Rehash for an amount of time between ms milliseconds and ms+1 milliseconds */
246 int dictRehashMilliseconds(dict *d, int ms) {
247     long long start = timeInMilliseconds();
248     int rehashes = 0;
249 
250     while(dictRehash(d,100)) {
251         rehashes += 100;
252         if (timeInMilliseconds()-start > ms) break;
253     }
254     return rehashes;
255 }
256 
257 /* This function performs just a step of rehashing, and only if there are
258  * no safe iterators bound to our hash table. When we have iterators in the
259  * middle of a rehashing we can't mess with the two hash tables otherwise
260  * some element can be missed or duplicated.
261  *
262  * This function is called by common lookup or update operations in the
263  * dictionary so that the hash table automatically migrates from H1 to H2
264  * while it is actively used. */
265 static void _dictRehashStep(dict *d) {
266     if (d->iterators == 0) dictRehash(d,1);
267 }
268 
269 /* Add an element to the target hash table */
270 int dictAdd(dict *d, void *key, void *val)
271 {
272     dictEntry *entry = dictAddRaw(d,key);
273 
274     if (!entry) return DICT_ERR;
275     dictSetVal(d, entry, val);
276     return DICT_OK;
277 }
278 
279 /* Low level add. This function adds the entry but instead of setting
280  * a value returns the dictEntry structure to the user, that will make
281  * sure to fill the value field as he wishes.
282  *
283  * This function is also directly expoed to user API to be called
284  * mainly in order to store non-pointers inside the hash value, example:
285  *
286  * entry = dictAddRaw(dict,mykey);
287  * if (entry != NULL) dictSetSignedIntegerVal(entry,1000);
288  *
289  * Return values:
290  *
291  * If key already exists NULL is returned.
292  * If key was added, the hash entry is returned to be manipulated by the caller.
293  */
294 dictEntry *dictAddRaw(dict *d, void *key)
295 {
296     int index;
297     dictEntry *entry;
298     dictht *ht;
299 
300     if (dictIsRehashing(d)) _dictRehashStep(d);
301 
302     /* Get the index of the new element, or -1 if
303      * the element already exists. */
304     if ((index = _dictKeyIndex(d, key)) == -1)
305         return NULL;
306 
307     /* Allocate the memory and store the new entry */
308     ht = dictIsRehashing(d) ? &d->ht[1] : &d->ht[0];
309     entry = zmalloc(sizeof(*entry));
310     entry->next = ht->table[index];
311     ht->table[index] = entry;
312     ht->used++;
313 
314     /* Set the hash entry fields. */
315     dictSetKey(d, entry, key);
316     return entry;
317 }
318 
319 /* Add an element, discarding the old if the key already exists.
320  * Return 1 if the key was added from scratch, 0 if there was already an
321  * element with such key and dictReplace() just performed a value update
322  * operation. */
323 int dictReplace(dict *d, void *key, void *val)
324 {
325     dictEntry *entry, auxentry;
326 
327     /* Try to add the element. If the key
328      * does not exists dictAdd will suceed. */
329     if (dictAdd(d, key, val) == DICT_OK)
330         return 1;
331     /* It already exists, get the entry */
332     entry = dictFind(d, key);
333     /* Set the new value and free the old one. Note that it is important
334      * to do that in this order, as the value may just be exactly the same
335      * as the previous one. In this context, think to reference counting,
336      * you want to increment (set), and then decrement (free), and not the
337      * reverse. */
338     auxentry = *entry;
339     dictSetVal(d, entry, val);
340     dictFreeVal(d, &auxentry);
341     return 0;
342 }
343 
344 /* dictReplaceRaw() is simply a version of dictAddRaw() that always
345  * returns the hash entry of the specified key, even if the key already
346  * exists and can't be added (in that case the entry of the already
347  * existing key is returned.)
348  *
349  * See dictAddRaw() for more information. */
350 dictEntry *dictReplaceRaw(dict *d, void *key) {
351     dictEntry *entry = dictFind(d,key);
352 
353     return entry ? entry : dictAddRaw(d,key);
354 }
355 
356 /* Search and remove an element */
357 static int dictGenericDelete(dict *d, const void *key, int nofree)
358 {
359     unsigned int h, idx;
360     dictEntry *he, *prevHe;
361     int table;
362 
363     if (d->ht[0].size == 0) return DICT_ERR; /* d->ht[0].table is NULL */
364     if (dictIsRehashing(d)) _dictRehashStep(d);
365     h = dictHashKey(d, key);
366 
367     for (table = 0; table <= 1; table++) {
368         idx = h & d->ht[table].sizemask;
369         he = d->ht[table].table[idx];
370         prevHe = NULL;
371         while(he) {
372             if (dictCompareKeys(d, key, he->key)) {
373                 /* Unlink the element from the list */
374                 if (prevHe)
375                     prevHe->next = he->next;
376                 else
377                     d->ht[table].table[idx] = he->next;
378                 if (!nofree) {
379                     dictFreeKey(d, he);
380                     dictFreeVal(d, he);
381                 }
382                 zfree(he);
383                 d->ht[table].used--;
384                 return DICT_OK;
385             }
386             prevHe = he;
387             he = he->next;
388         }
389         if (!dictIsRehashing(d)) break;
390     }
391     return DICT_ERR; /* not found */
392 }
393 
394 int dictDelete(dict *ht, const void *key) {
395     return dictGenericDelete(ht,key,0);
396 }
397 
398 int dictDeleteNoFree(dict *ht, const void *key) {
399     return dictGenericDelete(ht,key,1);
400 }
401 
402 /* Destroy an entire dictionary */
403 int _dictClear(dict *d, dictht *ht)
404 {
405     unsigned long i;
406 
407     /* Free all the elements */
408     for (i = 0; i < ht->size && ht->used > 0; i++) {
409         dictEntry *he, *nextHe;
410 
411         if ((he = ht->table[i]) == NULL) continue;
412         while(he) {
413             nextHe = he->next;
414             dictFreeKey(d, he);
415             dictFreeVal(d, he);
416             zfree(he);
417             ht->used--;
418             he = nextHe;
419         }
420     }
421     /* Free the table and the allocated cache structure */
422     zfree(ht->table);
423     /* Re-initialize the table */
424     _dictReset(ht);
425     return DICT_OK; /* never fails */
426 }
427 
428 /* Clear & Release the hash table */
429 void dictRelease(dict *d)
430 {
431     _dictClear(d,&d->ht[0]);
432     _dictClear(d,&d->ht[1]);
433     zfree(d);
434 }
435 
436 dictEntry *dictFind(dict *d, const void *key)
437 {
438     dictEntry *he;
439     unsigned int h, idx, table;
440 
441     if (d->ht[0].size == 0) return NULL; /* We don't have a table at all */
442     if (dictIsRehashing(d)) _dictRehashStep(d);
443     h = dictHashKey(d, key);
444     for (table = 0; table <= 1; table++) {
445         idx = h & d->ht[table].sizemask;
446         he = d->ht[table].table[idx];
447         while(he) {
448             if (dictCompareKeys(d, key, he->key))
449                 return he;
450             he = he->next;
451         }
452         if (!dictIsRehashing(d)) return NULL;
453     }
454     return NULL;
455 }
456 
457 void *dictFetchValue(dict *d, const void *key) {
458     dictEntry *he;
459 
460     he = dictFind(d,key);
461     return he ? dictGetVal(he) : NULL;
462 }
463 
464 dictIterator *dictGetIterator(dict *d)
465 {
466     dictIterator *iter = zmalloc(sizeof(*iter));
467 
468     iter->d = d;
469     iter->table = 0;
470     iter->index = -1;
471     iter->safe = 0;
472     iter->entry = NULL;
473     iter->nextEntry = NULL;
474     return iter;
475 }
476 
477 dictIterator *dictGetSafeIterator(dict *d) {
478     dictIterator *i = dictGetIterator(d);
479 
480     i->safe = 1;
481     return i;
482 }
483 
484 dictEntry *dictNext(dictIterator *iter)
485 {
486     while (1) {
487         if (iter->entry == NULL) {
488             dictht *ht = &iter->d->ht[iter->table];
489             if (iter->safe && iter->index == -1 && iter->table == 0)
490                 iter->d->iterators++;
491             iter->index++;
492             if (iter->index >= (signed) ht->size) {
493                 if (dictIsRehashing(iter->d) && iter->table == 0) {
494                     iter->table++;
495                     iter->index = 0;
496                     ht = &iter->d->ht[1];
497                 } else {
498                     break;
499                 }
500             }
501             iter->entry = ht->table[iter->index];
502         } else {
503             iter->entry = iter->nextEntry;
504         }
505         if (iter->entry) {
506             /* We need to save the 'next' here, the iterator user
507              * may delete the entry we are returning. */
508             iter->nextEntry = iter->entry->next;
509             return iter->entry;
510         }
511     }
512     return NULL;
513 }
514 
515 void dictReleaseIterator(dictIterator *iter)
516 {
517     if (iter->safe && !(iter->index == -1 && iter->table == 0))
518         iter->d->iterators--;
519     zfree(iter);
520 }
521 
522 /* Return a random entry from the hash table. Useful to
523  * implement randomized algorithms */
524 dictEntry *dictGetRandomKey(dict *d)
525 {
526     dictEntry *he, *orighe;
527     unsigned int h;
528     int listlen, listele;
529 
530     if (dictSize(d) == 0) return NULL;
531     if (dictIsRehashing(d)) _dictRehashStep(d);
532     if (dictIsRehashing(d)) {
533         do {
534             h = random() % (d->ht[0].size+d->ht[1].size);
535             he = (h >= d->ht[0].size) ? d->ht[1].table[h - d->ht[0].size] :
536                                       d->ht[0].table[h];
537         } while(he == NULL);
538     } else {
539         do {
540             h = random() & d->ht[0].sizemask;
541             he = d->ht[0].table[h];
542         } while(he == NULL);
543     }
544 
545     /* Now we found a non empty bucket, but it is a linked
546      * list and we need to get a random element from the list.
547      * The only sane way to do so is counting the elements and
548      * select a random index. */
549     listlen = 0;
550     orighe = he;
551     while(he) {
552         he = he->next;
553         listlen++;
554     }
555     listele = random() % listlen;
556     he = orighe;
557     while(listele--) he = he->next;
558     return he;
559 }
560 
561 /* ------------------------- private functions ------------------------------ */
562 
563 /* Expand the hash table if needed */
564 static int _dictExpandIfNeeded(dict *d)
565 {
566     /* Incremental rehashing already in progress. Return. */
567     if (dictIsRehashing(d)) return DICT_OK;
568 
569     /* If the hash table is empty expand it to the intial size. */
570     if (d->ht[0].size == 0) return dictExpand(d, DICT_HT_INITIAL_SIZE);
571 
572     /* If we reached the 1:1 ratio, and we are allowed to resize the hash
573      * table (global setting) or we should avoid it but the ratio between
574      * elements/buckets is over the "safe" threshold, we resize doubling
575      * the number of buckets. */
576     if (d->ht[0].used >= d->ht[0].size &&
577         (dict_can_resize ||
578          d->ht[0].used/d->ht[0].size > dict_force_resize_ratio))
579     {
580         return dictExpand(d, ((d->ht[0].size > d->ht[0].used) ?
581                                     d->ht[0].size : d->ht[0].used)*2);
582     }
583     return DICT_OK;
584 }
585 
586 /* Our hash table capability is a power of two */
587 static unsigned long _dictNextPower(unsigned long size)
588 {
589     unsigned long i = DICT_HT_INITIAL_SIZE;
590 
591     if (size >= LONG_MAX) return LONG_MAX;
592     while(1) {
593         if (i >= size)
594             return i;
595         i *= 2;
596     }
597 }
598 
599 /* Returns the index of a free slot that can be populated with
600  * an hash entry for the given 'key'.
601  * If the key already exists, -1 is returned.
602  *
603  * Note that if we are in the process of rehashing the hash table, the
604  * index is always returned in the context of the second (new) hash table. */
605 static int _dictKeyIndex(dict *d, const void *key)
606 {
607     unsigned int h, idx, table;
608     dictEntry *he;
609 
610     /* Expand the hashtable if needed */
611     if (_dictExpandIfNeeded(d) == DICT_ERR)
612         return -1;
613     /* Compute the key hash value */
614     h = dictHashKey(d, key);
615     for (table = 0; table <= 1; table++) {
616         idx = h & d->ht[table].sizemask;
617         /* Search if this slot does not already contain the given key */
618         he = d->ht[table].table[idx];
619         while(he) {
620             if (dictCompareKeys(d, key, he->key))
621                 return -1;
622             he = he->next;
623         }
624         if (!dictIsRehashing(d)) break;
625     }
626     return idx;
627 }
628 
629 void dictEmpty(dict *d) {
630     _dictClear(d,&d->ht[0]);
631     _dictClear(d,&d->ht[1]);
632     d->rehashidx = -1;
633     d->iterators = 0;
634 }
635 
636 #define DICT_STATS_VECTLEN 50
637 static void _dictPrintStatsHt(dictht *ht) {
638     unsigned long i, slots = 0, chainlen, maxchainlen = 0;
639     unsigned long totchainlen = 0;
640     unsigned long clvector[DICT_STATS_VECTLEN];
641 
642     if (ht->used == 0) {
643         printf("No stats available for empty dictionaries\n");
644         return;
645     }
646 
647     for (i = 0; i < DICT_STATS_VECTLEN; i++) clvector[i] = 0;
648     for (i = 0; i < ht->size; i++) {
649         dictEntry *he;
650 
651         if (ht->table[i] == NULL) {
652             clvector[0]++;
653             continue;
654         }
655         slots++;
656         /* For each hash entry on this slot... */
657         chainlen = 0;
658         he = ht->table[i];
659         while(he) {
660             chainlen++;
661             he = he->next;
662         }
663         clvector[(chainlen < DICT_STATS_VECTLEN) ? chainlen : (DICT_STATS_VECTLEN-1)]++;
664         if (chainlen > maxchainlen) maxchainlen = chainlen;
665         totchainlen += chainlen;
666     }
667     printf("Hash table stats:\n");
668     printf(" table size: %ld\n", ht->size);
669     printf(" number of elements: %ld\n", ht->used);
670     printf(" different slots: %ld\n", slots);
671     printf(" max chain length: %ld\n", maxchainlen);
672     printf(" avg chain length (counted): %.02f\n", (float)totchainlen/slots);
673     printf(" avg chain length (computed): %.02f\n", (float)ht->used/slots);
674     printf(" Chain length distribution:\n");
675     for (i = 0; i < DICT_STATS_VECTLEN-1; i++) {
676         if (clvector[i] == 0) continue;
677         printf("   %s%ld: %ld (%.02f%%)\n",(i == DICT_STATS_VECTLEN-1)?">= ":"", i, clvector[i], ((float)clvector[i]/ht->size)*100);
678     }
679 }
680 
681 void dictPrintStats(dict *d) {
682     _dictPrintStatsHt(&d->ht[0]);
683     if (dictIsRehashing(d)) {
684         printf("-- Rehashing into ht[1]:\n");
685         _dictPrintStatsHt(&d->ht[1]);
686     }
687 }
688 
689 void dictEnableResize(void) {
690     dict_can_resize = 1;
691 }
692 
693 void dictDisableResize(void) {
694     dict_can_resize = 0;
695 }
696 
697 #if 0
698 
699 /* The following are just example hash table types implementations.
700  * Not useful for Redis so they are commented out.
701  */
702 
703 /* ----------------------- StringCopy Hash Table Type ------------------------*/
704 
705 static unsigned int _dictStringCopyHTHashFunction(const void *key)
706 {
707     return dictGenHashFunction(key, strlen(key));
708 }
709 
710 static void *_dictStringDup(void *privdata, const void *key)
711 {
712     int len = strlen(key);
713     char *copy = zmalloc(len+1);
714     DICT_NOTUSED(privdata);
715 
716     memcpy(copy, key, len);
717     copy[len] = '\0';
718     return copy;
719 }
720 
721 static int _dictStringCopyHTKeyCompare(void *privdata, const void *key1,
722         const void *key2)
723 {
724     DICT_NOTUSED(privdata);
725 
726     return strcmp(key1, key2) == 0;
727 }
728 
729 static void _dictStringDestructor(void *privdata, void *key)
730 {
731     DICT_NOTUSED(privdata);
732 
733     zfree(key);
734 }
735 
736 dictType dictTypeHeapStringCopyKey = {
737     _dictStringCopyHTHashFunction, /* hash function */
738     _dictStringDup,                /* key dup */
739     NULL,                          /* val dup */
740     _dictStringCopyHTKeyCompare,   /* key compare */
741     _dictStringDestructor,         /* key destructor */
742     NULL                           /* val destructor */
743 };
744 
745 /* This is like StringCopy but does not auto-duplicate the key.
746  * It's used for intepreter's shared strings. */
747 dictType dictTypeHeapStrings = {
748     _dictStringCopyHTHashFunction, /* hash function */
749     NULL,                          /* key dup */
750     NULL,                          /* val dup */
751     _dictStringCopyHTKeyCompare,   /* key compare */
752     _dictStringDestructor,         /* key destructor */
753     NULL                           /* val destructor */
754 };
755 
756 /* This is like StringCopy but also automatically handle dynamic
757  * allocated C strings as values. */
758 dictType dictTypeHeapStringCopyKeyValue = {
759     _dictStringCopyHTHashFunction, /* hash function */
760     _dictStringDup,                /* key dup */
761     _dictStringDup,                /* val dup */
762     _dictStringCopyHTKeyCompare,   /* key compare */
763     _dictStringDestructor,         /* key destructor */
764     _dictStringDestructor,         /* val destructor */
765 };
766 #endif
767