3 * This program is free software; you can redistribute it and/or modify
4 * it under the terms of the GNU General Public License as published by
5 * the Free Software Foundation; either version 2 of the License, or
6 * (at your option) any later version.
8 * This program is distributed in the hope that it will be useful,
9 * but WITHOUT ANY WARRANTY; without even the implied warranty of
10 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
11 * GNU General Public License for more details.
13 * You should have received a copy of the GNU General Public License along
14 * with this program; if not, write to the Free Software Foundation, Inc.,
15 * 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
16 * http://www.gnu.org/copyleft/gpl.html
22 use Liuggio\StatsdClient\Factory\StatsdDataFactoryInterface
;
23 use Psr\Log\LoggerAwareInterface
;
24 use Psr\Log\LoggerInterface
;
25 use Psr\Log\NullLogger
;
28 * Multi-datacenter aware caching interface
30 * All operations go to the local datacenter cache, except for delete(),
31 * touchCheckKey(), and resetCheckKey(), which broadcast to all datacenters.
33 * This class is intended for caching data from primary stores.
34 * If the get() method does not return a value, then the caller
35 * should query the new value and backfill the cache using set().
36 * The preferred way to do this logic is through getWithSetCallback().
37 * When querying the store on cache miss, the closest DB replica
38 * should be used. Try to avoid heavyweight DB master or quorum reads.
39 * When the source data changes, a purge method should be called.
40 * Since purges are expensive, they should be avoided. One can do so if:
41 * - a) The object cached is immutable; or
42 * - b) Validity is checked against the source after get(); or
43 * - c) Using a modest TTL is reasonably correct and performant
45 * The simplest purge method is delete().
47 * There are three supported ways to handle broadcasted operations:
48 * - a) Configure the 'purge' EventRelayer to point to a valid PubSub endpoint
49 * that has subscribed listeners on the cache servers applying the cache updates.
50 * - b) Ignore the 'purge' EventRelayer configuration (default is NullEventRelayer)
51 * and set up mcrouter as the underlying cache backend, using one of the memcached
52 * BagOStuff classes as 'cache'. Use OperationSelectorRoute in the mcrouter settings
53 * to configure 'set' and 'delete' operations to go to all DCs via AllAsyncRoute and
54 * configure other operations to go to the local DC via PoolRoute (for reference,
55 * see https://github.com/facebook/mcrouter/wiki/List-of-Route-Handles).
56 * - c) Ignore the 'purge' EventRelayer configuration (default is NullEventRelayer)
57 * and set up dynomite as cache middleware between the web servers and either
58 * memcached or redis. This will also broadcast all key setting operations, not just purges,
59 * which can be useful for cache warming. Writes are eventually consistent via the
60 * Dynamo replication model (see https://github.com/Netflix/dynomite).
62 * Broadcasted operations like delete() and touchCheckKey() are done asynchronously
63 * in all datacenters this way, though the local one should likely be near immediate.
65 * This means that callers in all datacenters may see older values for however many
66 * milliseconds that the purge took to reach that datacenter. As with any cache, this
67 * should not be relied on for cases where reads are used to determine writes to source
68 * (e.g. non-cache) data stores, except when reading immutable data.
70 * All values are wrapped in metadata arrays. Keys use a "WANCache:" prefix
71 * to avoid collisions with keys that are not wrapped as metadata arrays. The
72 * prefixes are as follows:
73 * - a) "WANCache:v" : used for regular value keys
74 * - b) "WANCache:i" : used for temporarily storing values of tombstoned keys
75 * - c) "WANCache:t" : used for storing timestamp "check" keys
76 * - d) "WANCache:m" : used for temporary mutex keys to avoid cache stampedes
81 class WANObjectCache
implements IExpiringStore
, LoggerAwareInterface
{
82 /** @var BagOStuff The local datacenter cache */
84 /** @var HashBagOStuff[] Map of group PHP instance caches */
85 protected $processCaches = [];
86 /** @var string Purge channel name */
87 protected $purgeChannel;
88 /** @var EventRelayer Bus that handles purge broadcasts */
89 protected $purgeRelayer;
90 /** @var LoggerInterface */
92 /** @var StatsdDataFactoryInterface */
95 /** @var int ERR_* constant for the "last error" registry */
96 protected $lastRelayError = self
::ERR_NONE
;
98 /** @var int Callback stack depth for getWithSetCallback() */
99 private $callbackDepth = 0;
100 /** @var mixed[] Temporary warm-up cache */
101 private $warmupCache = [];
102 /** @var int Key fetched */
103 private $warmupKeyMisses = 0;
105 /** Max time expected to pass between delete() and DB commit finishing */
106 const MAX_COMMIT_DELAY
= 3;
107 /** Max replication+snapshot lag before applying TTL_LAGGED or disallowing set() */
108 const MAX_READ_LAG
= 7;
109 /** Seconds to tombstone keys on delete() */
110 const HOLDOFF_TTL
= 11; // MAX_COMMIT_DELAY + MAX_READ_LAG + 1
112 /** Seconds to keep dependency purge keys around */
113 const CHECK_KEY_TTL
= self
::TTL_YEAR
;
114 /** Seconds to keep lock keys around */
116 /** Default remaining TTL at which to consider pre-emptive regeneration */
118 /** Default time-since-expiry on a miss that makes a key "hot" */
121 /** Never consider performing "popularity" refreshes until a key reaches this age */
123 /** The time length of the "popularity" refresh window for hot keys */
125 /** Hits/second for a refresh to be expected within the "popularity" window */
126 const HIT_RATE_HIGH
= 1;
127 /** Seconds to ramp up to the "popularity" refresh chance after a key is no longer new */
128 const RAMPUP_TTL
= 30;
130 /** Idiom for getWithSetCallback() callbacks to avoid calling set() */
131 const TTL_UNCACHEABLE
= -1;
132 /** Idiom for getWithSetCallback() callbacks to 'lockTSE' logic */
134 /** Max TTL to store keys when a data sourced is lagged */
135 const TTL_LAGGED
= 30;
136 /** Idiom for delete() for "no hold-off" */
137 const HOLDOFF_NONE
= 0;
138 /** Idiom for getWithSetCallback() for "no minimum required as-of timestamp" */
139 const MIN_TIMESTAMP_NONE
= 0.0;
141 /** Tiny negative float to use when CTL comes up >= 0 due to clock skew */
142 const TINY_NEGATIVE
= -0.000001;
144 /** Cache format version number */
147 const FLD_VERSION
= 0; // key to cache version number
148 const FLD_VALUE
= 1; // key to the cached value
149 const FLD_TTL
= 2; // key to the original TTL
150 const FLD_TIME
= 3; // key to the cache time
151 const FLD_FLAGS
= 4; // key to the flags bitfield
152 const FLD_HOLDOFF
= 5; // key to any hold-off TTL
154 /** @var int Treat this value as expired-on-arrival */
157 const ERR_NONE
= 0; // no error
158 const ERR_NO_RESPONSE
= 1; // no response
159 const ERR_UNREACHABLE
= 2; // can't connect
160 const ERR_UNEXPECTED
= 3; // response gave some error
161 const ERR_RELAY
= 4; // relay broadcast failed
163 const VALUE_KEY_PREFIX
= 'WANCache:v:';
164 const INTERIM_KEY_PREFIX
= 'WANCache:i:';
165 const TIME_KEY_PREFIX
= 'WANCache:t:';
166 const MUTEX_KEY_PREFIX
= 'WANCache:m:';
168 const PURGE_VAL_PREFIX
= 'PURGED:';
170 const VFLD_DATA
= 'WOC:d'; // key to the value of versioned data
171 const VFLD_VERSION
= 'WOC:v'; // key to the version of the value present
173 const PC_PRIMARY
= 'primary:1000'; // process cache name and max key count
175 const DEFAULT_PURGE_CHANNEL
= 'wancache-purge';
178 * @param array $params
179 * - cache : BagOStuff object for a persistent cache
180 * - channels : Map of (action => channel string). Actions include "purge".
181 * - relayers : Map of (action => EventRelayer object). Actions include "purge".
182 * - logger : LoggerInterface object
183 * - stats : LoggerInterface object
185 public function __construct( array $params ) {
186 $this->cache
= $params['cache'];
187 $this->purgeChannel
= isset( $params['channels']['purge'] )
188 ?
$params['channels']['purge']
189 : self
::DEFAULT_PURGE_CHANNEL
;
190 $this->purgeRelayer
= isset( $params['relayers']['purge'] )
191 ?
$params['relayers']['purge']
192 : new EventRelayerNull( [] );
193 $this->setLogger( isset( $params['logger'] ) ?
$params['logger'] : new NullLogger() );
194 $this->stats
= isset( $params['stats'] ) ?
$params['stats'] : new NullStatsdDataFactory();
197 public function setLogger( LoggerInterface
$logger ) {
198 $this->logger
= $logger;
202 * Get an instance that wraps EmptyBagOStuff
204 * @return WANObjectCache
206 public static function newEmpty() {
208 'cache' => new EmptyBagOStuff(),
214 * Fetch the value of a key from cache
216 * If supplied, $curTTL is set to the remaining TTL (current time left):
217 * - a) INF; if $key exists, has no TTL, and is not expired by $checkKeys
218 * - b) float (>=0); if $key exists, has a TTL, and is not expired by $checkKeys
219 * - c) float (<0); if $key is tombstoned, stale, or existing but expired by $checkKeys
220 * - d) null; if $key does not exist and is not tombstoned
222 * If a key is tombstoned, $curTTL will reflect the time since delete().
224 * The timestamp of $key will be checked against the last-purge timestamp
225 * of each of $checkKeys. Those $checkKeys not in cache will have the last-purge
226 * initialized to the current timestamp. If any of $checkKeys have a timestamp
227 * greater than that of $key, then $curTTL will reflect how long ago $key
228 * became invalid. Callers can use $curTTL to know when the value is stale.
229 * The $checkKeys parameter allow mass invalidations by updating a single key:
230 * - a) Each "check" key represents "last purged" of some source data
231 * - b) Callers pass in relevant "check" keys as $checkKeys in get()
232 * - c) When the source data that "check" keys represent changes,
233 * the touchCheckKey() method is called on them
235 * Source data entities might exists in a DB that uses snapshot isolation
236 * (e.g. the default REPEATABLE-READ in innoDB). Even for mutable data, that
237 * isolation can largely be maintained by doing the following:
238 * - a) Calling delete() on entity change *and* creation, before DB commit
239 * - b) Keeping transaction duration shorter than delete() hold-off TTL
241 * However, pre-snapshot values might still be seen if an update was made
242 * in a remote datacenter but the purge from delete() didn't relay yet.
244 * Consider using getWithSetCallback() instead of get() and set() cycles.
245 * That method has cache slam avoiding features for hot/expensive keys.
247 * @param string $key Cache key made from makeKey() or makeGlobalKey()
248 * @param mixed &$curTTL Approximate TTL left on the key if present/tombstoned [returned]
249 * @param array $checkKeys List of "check" keys
250 * @param float &$asOf UNIX timestamp of cached value; null on failure [returned]
251 * @return mixed Value of cache key or false on failure
253 final public function get( $key, &$curTTL = null, array $checkKeys = [], &$asOf = null ) {
256 $values = $this->getMulti( [ $key ], $curTTLs, $checkKeys, $asOfs );
257 $curTTL = isset( $curTTLs[$key] ) ?
$curTTLs[$key] : null;
258 $asOf = isset( $asOfs[$key] ) ?
$asOfs[$key] : null;
260 return isset( $values[$key] ) ?
$values[$key] : false;
264 * Fetch the value of several keys from cache
266 * @see WANObjectCache::get()
268 * @param array $keys List of cache keys made from makeKey() or makeGlobalKey()
269 * @param array &$curTTLs Map of (key => approximate TTL left) for existing keys [returned]
270 * @param array $checkKeys List of check keys to apply to all $keys. May also apply "check"
271 * keys to specific cache keys only by using cache keys as keys in the $checkKeys array.
272 * @param float[] &$asOfs Map of (key => UNIX timestamp of cached value; null on failure)
273 * @return array Map of (key => value) for keys that exist and are not tombstoned
275 final public function getMulti(
276 array $keys, &$curTTLs = [], array $checkKeys = [], array &$asOfs = []
282 $vPrefixLen = strlen( self
::VALUE_KEY_PREFIX
);
283 $valueKeys = self
::prefixCacheKeys( $keys, self
::VALUE_KEY_PREFIX
);
285 $checkKeysForAll = [];
286 $checkKeysByKey = [];
288 foreach ( $checkKeys as $i => $checkKeyGroup ) {
289 $prefixed = self
::prefixCacheKeys( (array)$checkKeyGroup, self
::TIME_KEY_PREFIX
);
290 $checkKeysFlat = array_merge( $checkKeysFlat, $prefixed );
291 // Is this check keys for a specific cache key, or for all keys being fetched?
292 if ( is_int( $i ) ) {
293 $checkKeysForAll = array_merge( $checkKeysForAll, $prefixed );
295 $checkKeysByKey[$i] = isset( $checkKeysByKey[$i] )
296 ?
array_merge( $checkKeysByKey[$i], $prefixed )
301 // Fetch all of the raw values
302 $keysGet = array_merge( $valueKeys, $checkKeysFlat );
303 if ( $this->warmupCache
) {
304 $wrappedValues = array_intersect_key( $this->warmupCache
, array_flip( $keysGet ) );
305 $keysGet = array_diff( $keysGet, array_keys( $wrappedValues ) ); // keys left to fetch
306 $this->warmupKeyMisses +
= count( $keysGet );
311 $wrappedValues +
= $this->cache
->getMulti( $keysGet );
313 // Time used to compare/init "check" keys (derived after getMulti() to be pessimistic)
314 $now = microtime( true );
316 // Collect timestamps from all "check" keys
317 $purgeValuesForAll = $this->processCheckKeys( $checkKeysForAll, $wrappedValues, $now );
318 $purgeValuesByKey = [];
319 foreach ( $checkKeysByKey as $cacheKey => $checks ) {
320 $purgeValuesByKey[$cacheKey] =
321 $this->processCheckKeys( $checks, $wrappedValues, $now );
324 // Get the main cache value for each key and validate them
325 foreach ( $valueKeys as $vKey ) {
326 if ( !isset( $wrappedValues[$vKey] ) ) {
327 continue; // not found
330 $key = substr( $vKey, $vPrefixLen ); // unprefix
332 list( $value, $curTTL ) = $this->unwrap( $wrappedValues[$vKey], $now );
333 if ( $value !== false ) {
334 $result[$key] = $value;
336 // Force dependant keys to be invalid for a while after purging
337 // to reduce race conditions involving stale data getting cached
338 $purgeValues = $purgeValuesForAll;
339 if ( isset( $purgeValuesByKey[$key] ) ) {
340 $purgeValues = array_merge( $purgeValues, $purgeValuesByKey[$key] );
342 foreach ( $purgeValues as $purge ) {
343 $safeTimestamp = $purge[self
::FLD_TIME
] +
$purge[self
::FLD_HOLDOFF
];
344 if ( $safeTimestamp >= $wrappedValues[$vKey][self
::FLD_TIME
] ) {
345 // How long ago this value was expired by *this* check key
346 $ago = min( $purge[self
::FLD_TIME
] - $now, self
::TINY_NEGATIVE
);
347 // How long ago this value was expired by *any* known check key
348 $curTTL = min( $curTTL, $ago );
352 $curTTLs[$key] = $curTTL;
353 $asOfs[$key] = ( $value !== false ) ?
$wrappedValues[$vKey][self
::FLD_TIME
] : null;
361 * @param array $timeKeys List of prefixed time check keys
362 * @param array $wrappedValues
364 * @return array List of purge value arrays
366 private function processCheckKeys( array $timeKeys, array $wrappedValues, $now ) {
368 foreach ( $timeKeys as $timeKey ) {
369 $purge = isset( $wrappedValues[$timeKey] )
370 ? self
::parsePurgeValue( $wrappedValues[$timeKey] )
372 if ( $purge === false ) {
373 // Key is not set or invalid; regenerate
374 $newVal = $this->makePurgeValue( $now, self
::HOLDOFF_TTL
);
375 $this->cache
->add( $timeKey, $newVal, self
::CHECK_KEY_TTL
);
376 $purge = self
::parsePurgeValue( $newVal );
378 $purgeValues[] = $purge;
384 * Set the value of a key in cache
386 * Simply calling this method when source data changes is not valid because
387 * the changes do not replicate to the other WAN sites. In that case, delete()
388 * should be used instead. This method is intended for use on cache misses.
390 * If the data was read from a snapshot-isolated transactions (e.g. the default
391 * REPEATABLE-READ in innoDB), use 'since' to avoid the following race condition:
393 * - b) T2 updates a row, calls delete(), and commits
394 * - c) The HOLDOFF_TTL passes, expiring the delete() tombstone
395 * - d) T1 reads the row and calls set() due to a cache miss
396 * - e) Stale value is stuck in cache
398 * Setting 'lag' and 'since' help avoids keys getting stuck in stale states.
402 * $dbr = wfGetDB( DB_REPLICA );
403 * $setOpts = Database::getCacheSetOptions( $dbr );
404 * // Fetch the row from the DB
405 * $row = $dbr->selectRow( ... );
406 * $key = $cache->makeKey( 'building', $buildingId );
407 * $cache->set( $key, $row, $cache::TTL_DAY, $setOpts );
410 * @param string $key Cache key
411 * @param mixed $value
412 * @param int $ttl Seconds to live. Special values are:
413 * - WANObjectCache::TTL_INDEFINITE: Cache forever
414 * @param array $opts Options map:
415 * - lag : Seconds of replica DB lag. Typically, this is either the replica DB lag
416 * before the data was read or, if applicable, the replica DB lag before
417 * the snapshot-isolated transaction the data was read from started.
418 * Use false to indicate that replication is not running.
420 * - since : UNIX timestamp of the data in $value. Typically, this is either
421 * the current time the data was read or (if applicable) the time when
422 * the snapshot-isolated transaction the data was read from started.
424 * - pending : Whether this data is possibly from an uncommitted write transaction.
425 * Generally, other threads should not see values from the future and
426 * they certainly should not see ones that ended up getting rolled back.
428 * - lockTSE : if excessive replication/snapshot lag is detected, then store the value
429 * with this TTL and flag it as stale. This is only useful if the reads for
430 * this key use getWithSetCallback() with "lockTSE" set.
431 * Default: WANObjectCache::TSE_NONE
432 * - staleTTL : Seconds to keep the key around if it is stale. The get()/getMulti()
433 * methods return such stale values with a $curTTL of 0, and getWithSetCallback()
434 * will call the regeneration callback in such cases, passing in the old value
435 * and its as-of time to the callback. This is useful if adaptiveTTL() is used
436 * on the old value's as-of time when it is verified as still being correct.
438 * @note Options added in 1.28: staleTTL
439 * @return bool Success
441 final public function set( $key, $value, $ttl = 0, array $opts = [] ) {
442 $now = microtime( true );
443 $lockTSE = isset( $opts['lockTSE'] ) ?
$opts['lockTSE'] : self
::TSE_NONE
;
444 $age = isset( $opts['since'] ) ?
max( 0, $now - $opts['since'] ) : 0;
445 $lag = isset( $opts['lag'] ) ?
$opts['lag'] : 0;
446 $staleTTL = isset( $opts['staleTTL'] ) ?
$opts['staleTTL'] : 0;
448 // Do not cache potentially uncommitted data as it might get rolled back
449 if ( !empty( $opts['pending'] ) ) {
450 $this->logger
->info( "Rejected set() for $key due to pending writes." );
452 return true; // no-op the write for being unsafe
455 $wrapExtra = []; // additional wrapped value fields
456 // Check if there's a risk of writing stale data after the purge tombstone expired
457 if ( $lag === false ||
( $lag +
$age ) > self
::MAX_READ_LAG
) {
458 // Case A: read lag with "lockTSE"; save but record value as stale
459 if ( $lockTSE >= 0 ) {
460 $ttl = max( 1, (int)$lockTSE ); // set() expects seconds
461 $wrapExtra[self
::FLD_FLAGS
] = self
::FLG_STALE
; // mark as stale
462 // Case B: any long-running transaction; ignore this set()
463 } elseif ( $age > self
::MAX_READ_LAG
) {
464 $this->logger
->info( "Rejected set() for $key due to snapshot lag." );
466 return true; // no-op the write for being unsafe
467 // Case C: high replication lag; lower TTL instead of ignoring all set()s
468 } elseif ( $lag === false ||
$lag > self
::MAX_READ_LAG
) {
469 $ttl = $ttl ?
min( $ttl, self
::TTL_LAGGED
) : self
::TTL_LAGGED
;
470 $this->logger
->warning( "Lowered set() TTL for $key due to replication lag." );
471 // Case D: medium length request with medium replication lag; ignore this set()
473 $this->logger
->info( "Rejected set() for $key due to high read lag." );
475 return true; // no-op the write for being unsafe
479 // Wrap that value with time/TTL/version metadata
480 $wrapped = $this->wrap( $value, $ttl, $now ) +
$wrapExtra;
482 $func = function ( $cache, $key, $cWrapped ) use ( $wrapped ) {
483 return ( is_string( $cWrapped ) )
484 ?
false // key is tombstoned; do nothing
488 return $this->cache
->merge( self
::VALUE_KEY_PREFIX
. $key, $func, $ttl +
$staleTTL, 1 );
492 * Purge a key from all datacenters
494 * This should only be called when the underlying data (being cached)
495 * changes in a significant way. This deletes the key and starts a hold-off
496 * period where the key cannot be written to for a few seconds (HOLDOFF_TTL).
497 * This is done to avoid the following race condition:
498 * - a) Some DB data changes and delete() is called on a corresponding key
499 * - b) A request refills the key with a stale value from a lagged DB
500 * - c) The stale value is stuck there until the key is expired/evicted
502 * This is implemented by storing a special "tombstone" value at the cache
503 * key that this class recognizes; get() calls will return false for the key
504 * and any set() calls will refuse to replace tombstone values at the key.
505 * For this to always avoid stale value writes, the following must hold:
506 * - a) Replication lag is bounded to being less than HOLDOFF_TTL; or
507 * - b) If lag is higher, the DB will have gone into read-only mode already
509 * Note that set() can also be lag-aware and lower the TTL if it's high.
511 * When using potentially long-running ACID transactions, a good pattern is
512 * to use a pre-commit hook to issue the delete. This means that immediately
513 * after commit, callers will see the tombstone in cache upon purge relay.
514 * It also avoids the following race condition:
515 * - a) T1 begins, changes a row, and calls delete()
516 * - b) The HOLDOFF_TTL passes, expiring the delete() tombstone
517 * - c) T2 starts, reads the row and calls set() due to a cache miss
518 * - d) T1 finally commits
519 * - e) Stale value is stuck in cache
523 * $dbw->startAtomic( __METHOD__ ); // start of request
524 * ... <execute some stuff> ...
525 * // Update the row in the DB
526 * $dbw->update( ... );
527 * $key = $cache->makeKey( 'homes', $homeId );
528 * // Purge the corresponding cache entry just before committing
529 * $dbw->onTransactionPreCommitOrIdle( function() use ( $cache, $key ) {
530 * $cache->delete( $key );
532 * ... <execute some stuff> ...
533 * $dbw->endAtomic( __METHOD__ ); // end of request
536 * The $ttl parameter can be used when purging values that have not actually changed
537 * recently. For example, a cleanup script to purge cache entries does not really need
538 * a hold-off period, so it can use HOLDOFF_NONE. Likewise for user-requested purge.
539 * Note that $ttl limits the effective range of 'lockTSE' for getWithSetCallback().
541 * If called twice on the same key, then the last hold-off TTL takes precedence. For
542 * idempotence, the $ttl should not vary for different delete() calls on the same key.
544 * @param string $key Cache key
545 * @param int $ttl Tombstone TTL; Default: WANObjectCache::HOLDOFF_TTL
546 * @return bool True if the item was purged or not found, false on failure
548 final public function delete( $key, $ttl = self
::HOLDOFF_TTL
) {
549 $key = self
::VALUE_KEY_PREFIX
. $key;
552 // Publish the purge to all datacenters
553 $ok = $this->relayDelete( $key );
555 // Publish the purge to all datacenters
556 $ok = $this->relayPurge( $key, $ttl, self
::HOLDOFF_NONE
);
563 * Fetch the value of a timestamp "check" key
565 * The key will be *initialized* to the current time if not set,
566 * so only call this method if this behavior is actually desired
568 * The timestamp can be used to check whether a cached value is valid.
569 * Callers should not assume that this returns the same timestamp in
570 * all datacenters due to relay delays.
572 * The level of staleness can roughly be estimated from this key, but
573 * if the key was evicted from cache, such calculations may show the
574 * time since expiry as ~0 seconds.
576 * Note that "check" keys won't collide with other regular keys.
579 * @return float UNIX timestamp of the check key
581 final public function getCheckKeyTime( $key ) {
582 $key = self
::TIME_KEY_PREFIX
. $key;
584 $purge = self
::parsePurgeValue( $this->cache
->get( $key ) );
585 if ( $purge !== false ) {
586 $time = $purge[self
::FLD_TIME
];
588 // Casting assures identical floats for the next getCheckKeyTime() calls
589 $now = (string)microtime( true );
590 $this->cache
->add( $key,
591 $this->makePurgeValue( $now, self
::HOLDOFF_TTL
),
601 * Purge a "check" key from all datacenters, invalidating keys that use it
603 * This should only be called when the underlying data (being cached)
604 * changes in a significant way, and it is impractical to call delete()
605 * on all keys that should be changed. When get() is called on those
606 * keys, the relevant "check" keys must be supplied for this to work.
608 * The "check" key essentially represents a last-modified field.
609 * When touched, the field will be updated on all cache servers.
610 * Keys using it via get(), getMulti(), or getWithSetCallback() will
611 * be invalidated. It is treated as being HOLDOFF_TTL seconds in the future
612 * by those methods to avoid race conditions where dependent keys get updated
613 * with stale values (e.g. from a DB replica DB).
615 * This is typically useful for keys with hardcoded names or in some cases
616 * dynamically generated names where a low number of combinations exist.
617 * When a few important keys get a large number of hits, a high cache
618 * time is usually desired as well as "lockTSE" logic. The resetCheckKey()
619 * method is less appropriate in such cases since the "time since expiry"
620 * cannot be inferred, causing any get() after the reset to treat the key
621 * as being "hot", resulting in more stale value usage.
623 * Note that "check" keys won't collide with other regular keys.
625 * @see WANObjectCache::get()
626 * @see WANObjectCache::getWithSetCallback()
627 * @see WANObjectCache::resetCheckKey()
629 * @param string $key Cache key
630 * @param int $holdoff HOLDOFF_TTL or HOLDOFF_NONE constant
631 * @return bool True if the item was purged or not found, false on failure
633 final public function touchCheckKey( $key, $holdoff = self
::HOLDOFF_TTL
) {
634 // Publish the purge to all datacenters
635 return $this->relayPurge( self
::TIME_KEY_PREFIX
. $key, self
::CHECK_KEY_TTL
, $holdoff );
639 * Delete a "check" key from all datacenters, invalidating keys that use it
641 * This is similar to touchCheckKey() in that keys using it via get(), getMulti(),
642 * or getWithSetCallback() will be invalidated. The differences are:
643 * - a) The "check" key will be deleted from all caches and lazily
644 * re-initialized when accessed (rather than set everywhere)
645 * - b) Thus, dependent keys will be known to be invalid, but not
646 * for how long (they are treated as "just" purged), which
647 * effects any lockTSE logic in getWithSetCallback()
648 * - c) Since "check" keys are initialized only on the server the key hashes
649 * to, any temporary ejection of that server will cause the value to be
650 * seen as purged as a new server will initialize the "check" key.
652 * The advantage is that this does not place high TTL keys on every cache
653 * server, making it better for code that will cache many different keys
654 * and either does not use lockTSE or uses a low enough TTL anyway.
656 * This is typically useful for keys with dynamically generated names
657 * where a high number of combinations exist.
659 * Note that "check" keys won't collide with other regular keys.
661 * @see WANObjectCache::get()
662 * @see WANObjectCache::getWithSetCallback()
663 * @see WANObjectCache::touchCheckKey()
665 * @param string $key Cache key
666 * @return bool True if the item was purged or not found, false on failure
668 final public function resetCheckKey( $key ) {
669 // Publish the purge to all datacenters
670 return $this->relayDelete( self
::TIME_KEY_PREFIX
. $key );
674 * Method to fetch/regenerate cache keys
676 * On cache miss, the key will be set to the callback result via set()
677 * (unless the callback returns false) and that result will be returned.
678 * The arguments supplied to the callback are:
679 * - $oldValue : current cache value or false if not present
680 * - &$ttl : a reference to the TTL which can be altered
681 * - &$setOpts : a reference to options for set() which can be altered
682 * - $oldAsOf : generation UNIX timestamp of $oldValue or null if not present (since 1.28)
684 * It is strongly recommended to set the 'lag' and 'since' fields to avoid race conditions
685 * that can cause stale values to get stuck at keys. Usually, callbacks ignore the current
686 * value, but it can be used to maintain "most recent X" values that come from time or
687 * sequence based source data, provided that the "as of" id/time is tracked. Note that
688 * preemptive regeneration and $checkKeys can result in a non-false current value.
690 * Usage of $checkKeys is similar to get() and getMulti(). However, rather than the caller
691 * having to inspect a "current time left" variable (e.g. $curTTL, $curTTLs), a cache
692 * regeneration will automatically be triggered using the callback.
694 * The $ttl argument and "hotTTR" option (in $opts) use time-dependant randomization
695 * to avoid stampedes. Keys that are slow to regenerate and either heavily used
696 * or subject to explicit (unpredictable) purges, may need additional mechanisms.
697 * The simplest way to avoid stampedes for such keys is to use 'lockTSE' (in $opts).
698 * If explicit purges are needed, also:
699 * - a) Pass $key into $checkKeys
700 * - b) Use touchCheckKey( $key ) instead of delete( $key )
702 * Example usage (typical key):
704 * $catInfo = $cache->getWithSetCallback(
705 * // Key to store the cached value under
706 * $cache->makeKey( 'cat-attributes', $catId ),
707 * // Time-to-live (in seconds)
708 * $cache::TTL_MINUTE,
709 * // Function that derives the new key value
710 * function ( $oldValue, &$ttl, array &$setOpts ) {
711 * $dbr = wfGetDB( DB_REPLICA );
712 * // Account for any snapshot/replica DB lag
713 * $setOpts += Database::getCacheSetOptions( $dbr );
715 * return $dbr->selectRow( ... );
720 * Example usage (key that is expensive and hot):
722 * $catConfig = $cache->getWithSetCallback(
723 * // Key to store the cached value under
724 * $cache->makeKey( 'site-cat-config' ),
725 * // Time-to-live (in seconds)
727 * // Function that derives the new key value
728 * function ( $oldValue, &$ttl, array &$setOpts ) {
729 * $dbr = wfGetDB( DB_REPLICA );
730 * // Account for any snapshot/replica DB lag
731 * $setOpts += Database::getCacheSetOptions( $dbr );
733 * return CatConfig::newFromRow( $dbr->selectRow( ... ) );
736 * // Calling touchCheckKey() on this key invalidates the cache
737 * 'checkKeys' => [ $cache->makeKey( 'site-cat-config' ) ],
738 * // Try to only let one datacenter thread manage cache updates at a time
740 * // Avoid querying cache servers multiple times in a web request
741 * 'pcTTL' => $cache::TTL_PROC_LONG
746 * Example usage (key with dynamic dependencies):
748 * $catState = $cache->getWithSetCallback(
749 * // Key to store the cached value under
750 * $cache->makeKey( 'cat-state', $cat->getId() ),
751 * // Time-to-live (seconds)
753 * // Function that derives the new key value
754 * function ( $oldValue, &$ttl, array &$setOpts ) {
755 * // Determine new value from the DB
756 * $dbr = wfGetDB( DB_REPLICA );
757 * // Account for any snapshot/replica DB lag
758 * $setOpts += Database::getCacheSetOptions( $dbr );
760 * return CatState::newFromResults( $dbr->select( ... ) );
763 * // The "check" keys that represent things the value depends on;
764 * // Calling touchCheckKey() on any of them invalidates the cache
766 * $cache->makeKey( 'sustenance-bowls', $cat->getRoomId() ),
767 * $cache->makeKey( 'people-present', $cat->getHouseId() ),
768 * $cache->makeKey( 'cat-laws', $cat->getCityId() ),
774 * Example usage (hot key holding most recent 100 events):
776 * $lastCatActions = $cache->getWithSetCallback(
777 * // Key to store the cached value under
778 * $cache->makeKey( 'cat-last-actions', 100 ),
779 * // Time-to-live (in seconds)
781 * // Function that derives the new key value
782 * function ( $oldValue, &$ttl, array &$setOpts ) {
783 * $dbr = wfGetDB( DB_REPLICA );
784 * // Account for any snapshot/replica DB lag
785 * $setOpts += Database::getCacheSetOptions( $dbr );
787 * // Start off with the last cached list
788 * $list = $oldValue ?: [];
789 * // Fetch the last 100 relevant rows in descending order;
790 * // only fetch rows newer than $list[0] to reduce scanning
791 * $rows = iterator_to_array( $dbr->select( ... ) );
792 * // Merge them and get the new "last 100" rows
793 * return array_slice( array_merge( $new, $list ), 0, 100 );
796 * // Try to only let one datacenter thread manage cache updates at a time
798 * // Use a magic value when no cache value is ready rather than stampeding
799 * 'busyValue' => 'computing'
804 * @see WANObjectCache::get()
805 * @see WANObjectCache::set()
807 * @param string $key Cache key made from makeKey() or makeGlobalKey()
808 * @param int $ttl Seconds to live for key updates. Special values are:
809 * - WANObjectCache::TTL_INDEFINITE: Cache forever
810 * - WANObjectCache::TTL_UNCACHEABLE: Do not cache at all
811 * @param callable $callback Value generation function
812 * @param array $opts Options map:
813 * - checkKeys: List of "check" keys. The key at $key will be seen as invalid when either
814 * touchCheckKey() or resetCheckKey() is called on any of these keys.
816 * - lockTSE: If the key is tombstoned or expired (by checkKeys) less than this many seconds
817 * ago, then try to have a single thread handle cache regeneration at any given time.
818 * Other threads will try to use stale values if possible. If, on miss, the time since
819 * expiration is low, the assumption is that the key is hot and that a stampede is worth
820 * avoiding. Setting this above WANObjectCache::HOLDOFF_TTL makes no difference. The
821 * higher this is set, the higher the worst-case staleness can be.
822 * Use WANObjectCache::TSE_NONE to disable this logic.
823 * Default: WANObjectCache::TSE_NONE.
824 * - busyValue: If no value exists and another thread is currently regenerating it, use this
825 * as a fallback value (or a callback to generate such a value). This assures that cache
826 * stampedes cannot happen if the value falls out of cache. This can be used as insurance
827 * against cache regeneration becoming very slow for some reason (greater than the TTL).
829 * - pcTTL: Process cache the value in this PHP instance for this many seconds. This avoids
830 * network I/O when a key is read several times. This will not cache when the callback
831 * returns false, however. Note that any purges will not be seen while process cached;
832 * since the callback should use replica DBs and they may be lagged or have snapshot
833 * isolation anyway, this should not typically matter.
834 * Default: WANObjectCache::TTL_UNCACHEABLE.
835 * - pcGroup: Process cache group to use instead of the primary one. If set, this must be
836 * of the format ALPHANUMERIC_NAME:MAX_KEY_SIZE, e.g. "mydata:10". Use this for storing
837 * large values, small yet numerous values, or some values with a high cost of eviction.
838 * It is generally preferable to use a class constant when setting this value.
839 * This has no effect unless pcTTL is used.
840 * Default: WANObjectCache::PC_PRIMARY.
841 * - version: Integer version number. This allows for callers to make breaking changes to
842 * how values are stored while maintaining compatability and correct cache purges. New
843 * versions are stored alongside older versions concurrently. Avoid storing class objects
844 * however, as this reduces compatibility (due to serialization).
846 * - minAsOf: Reject values if they were generated before this UNIX timestamp.
847 * This is useful if the source of a key is suspected of having possibly changed
848 * recently, and the caller wants any such changes to be reflected.
849 * Default: WANObjectCache::MIN_TIMESTAMP_NONE.
850 * - hotTTR: Expected time-till-refresh (TTR) for keys that average ~1 hit/second (1 Hz).
851 * Keys with a hit rate higher than 1Hz will refresh sooner than this TTR and vise versa.
852 * Such refreshes won't happen until keys are "ageNew" seconds old. The TTR is useful at
853 * reducing the impact of missed cache purges, since the effect of a heavily referenced
854 * key being stale is worse than that of a rarely referenced key. Unlike simply lowering
855 * $ttl, seldomly used keys are largely unaffected by this option, which makes it possible
856 * to have a high hit rate for the "long-tail" of less-used keys.
857 * Default: WANObjectCache::HOT_TTR.
858 * - lowTTL: Consider pre-emptive updates when the current TTL (seconds) of the key is less
859 * than this. It becomes more likely over time, becoming certain once the key is expired.
860 * Default: WANObjectCache::LOW_TTL.
861 * - ageNew: Consider popularity refreshes only once a key reaches this age in seconds.
862 * Default: WANObjectCache::AGE_NEW.
863 * @return mixed Value found or written to the key
864 * @note Options added in 1.28: version, busyValue, hotTTR, ageNew, pcGroup, minAsOf
865 * @note Callable type hints are not used to avoid class-autoloading
867 final public function getWithSetCallback( $key, $ttl, $callback, array $opts = [] ) {
868 $pcTTL = isset( $opts['pcTTL'] ) ?
$opts['pcTTL'] : self
::TTL_UNCACHEABLE
;
870 // Try the process cache if enabled and the cache callback is not within a cache callback.
871 // Process cache use in nested callbacks is not lag-safe with regard to HOLDOFF_TTL since
872 // the in-memory value is further lagged than the shared one since it uses a blind TTL.
873 if ( $pcTTL >= 0 && $this->callbackDepth
== 0 ) {
874 $group = isset( $opts['pcGroup'] ) ?
$opts['pcGroup'] : self
::PC_PRIMARY
;
875 $procCache = $this->getProcessCache( $group );
876 $value = $procCache->get( $key );
882 if ( $value === false ) {
883 // Fetch the value over the network
884 if ( isset( $opts['version'] ) ) {
885 $version = $opts['version'];
887 $cur = $this->doGetWithSetCallback(
890 function ( $oldValue, &$ttl, &$setOpts, $oldAsOf )
891 use ( $callback, $version ) {
892 if ( is_array( $oldValue )
893 && array_key_exists( self
::VFLD_DATA
, $oldValue )
895 $oldData = $oldValue[self
::VFLD_DATA
];
897 // VFLD_DATA is not set if an old, unversioned, key is present
902 self
::VFLD_DATA
=> $callback( $oldData, $ttl, $setOpts, $oldAsOf ),
903 self
::VFLD_VERSION
=> $version
909 if ( $cur[self
::VFLD_VERSION
] === $version ) {
910 // Value created or existed before with version; use it
911 $value = $cur[self
::VFLD_DATA
];
913 // Value existed before with a different version; use variant key.
914 // Reflect purges to $key by requiring that this key value be newer.
915 $value = $this->doGetWithSetCallback(
916 'cache-variant:' . md5( $key ) . ":$version",
919 // Regenerate value if not newer than $key
920 [ 'version' => null, 'minAsOf' => $asOf ] +
$opts
924 $value = $this->doGetWithSetCallback( $key, $ttl, $callback, $opts );
927 // Update the process cache if enabled
928 if ( $procCache && $value !== false ) {
929 $procCache->set( $key, $value, $pcTTL );
937 * Do the actual I/O for getWithSetCallback() when needed
939 * @see WANObjectCache::getWithSetCallback()
943 * @param callback $callback
944 * @param array $opts Options map for getWithSetCallback()
945 * @param float &$asOf Cache generation timestamp of returned value [returned]
947 * @note Callable type hints are not used to avoid class-autoloading
949 protected function doGetWithSetCallback( $key, $ttl, $callback, array $opts, &$asOf = null ) {
950 $lowTTL = isset( $opts['lowTTL'] ) ?
$opts['lowTTL'] : min( self
::LOW_TTL
, $ttl );
951 $lockTSE = isset( $opts['lockTSE'] ) ?
$opts['lockTSE'] : self
::TSE_NONE
;
952 $checkKeys = isset( $opts['checkKeys'] ) ?
$opts['checkKeys'] : [];
953 $busyValue = isset( $opts['busyValue'] ) ?
$opts['busyValue'] : null;
954 $popWindow = isset( $opts['hotTTR'] ) ?
$opts['hotTTR'] : self
::HOT_TTR
;
955 $ageNew = isset( $opts['ageNew'] ) ?
$opts['ageNew'] : self
::AGE_NEW
;
956 $minTime = isset( $opts['minAsOf'] ) ?
$opts['minAsOf'] : self
::MIN_TIMESTAMP_NONE
;
957 $versioned = isset( $opts['version'] );
959 // Get a collection name to describe this class of key
960 $kClass = $this->determineKeyClass( $key );
962 // Get the current key value
964 $cValue = $this->get( $key, $curTTL, $checkKeys, $asOf ); // current value
965 $value = $cValue; // return value
967 $preCallbackTime = microtime( true );
968 // Determine if a cached value regeneration is needed or desired
969 if ( $value !== false
971 && $this->isValid( $value, $versioned, $asOf, $minTime )
972 && !$this->worthRefreshExpiring( $curTTL, $lowTTL )
973 && !$this->worthRefreshPopular( $asOf, $ageNew, $popWindow, $preCallbackTime )
975 $this->stats
->increment( "wanobjectcache.$kClass.hit.good" );
980 // A deleted key with a negative TTL left must be tombstoned
981 $isTombstone = ( $curTTL !== null && $value === false );
982 if ( $isTombstone && $lockTSE <= 0 ) {
983 // Use the INTERIM value for tombstoned keys to reduce regeneration load
986 // Assume a key is hot if requested soon after invalidation
987 $isHot = ( $curTTL !== null && $curTTL <= 0 && abs( $curTTL ) <= $lockTSE );
988 // Use the mutex if there is no value and a busy fallback is given
989 $checkBusy = ( $busyValue !== null && $value === false );
990 // Decide whether a single thread should handle regenerations.
991 // This avoids stampedes when $checkKeys are bumped and when preemptive
992 // renegerations take too long. It also reduces regenerations while $key
993 // is tombstoned. This balances cache freshness with avoiding DB load.
994 $useMutex = ( $isHot ||
( $isTombstone && $lockTSE > 0 ) ||
$checkBusy );
996 $lockAcquired = false;
998 // Acquire a datacenter-local non-blocking lock
999 if ( $this->cache
->add( self
::MUTEX_KEY_PREFIX
. $key, 1, self
::LOCK_TTL
) ) {
1000 // Lock acquired; this thread should update the key
1001 $lockAcquired = true;
1002 } elseif ( $value !== false && $this->isValid( $value, $versioned, $asOf, $minTime ) ) {
1003 $this->stats
->increment( "wanobjectcache.$kClass.hit.stale" );
1004 // If it cannot be acquired; then the stale value can be used
1007 // Use the INTERIM value for tombstoned keys to reduce regeneration load.
1008 // For hot keys, either another thread has the lock or the lock failed;
1009 // use the INTERIM value from the last thread that regenerated it.
1010 $value = $this->getInterimValue( $key, $versioned, $minTime, $asOf );
1011 if ( $value !== false ) {
1012 $this->stats
->increment( "wanobjectcache.$kClass.hit.volatile" );
1016 // Use the busy fallback value if nothing else
1017 if ( $busyValue !== null ) {
1018 $this->stats
->increment( "wanobjectcache.$kClass.miss.busy" );
1020 return is_callable( $busyValue ) ?
$busyValue() : $busyValue;
1025 if ( !is_callable( $callback ) ) {
1026 throw new InvalidArgumentException( "Invalid cache miss callback provided." );
1029 // Generate the new value from the callback...
1031 ++
$this->callbackDepth
;
1033 $value = call_user_func_array( $callback, [ $cValue, &$ttl, &$setOpts, $asOf ] );
1035 --$this->callbackDepth
;
1037 $valueIsCacheable = ( $value !== false && $ttl >= 0 );
1039 // When delete() is called, writes are write-holed by the tombstone,
1040 // so use a special INTERIM key to pass the new value around threads.
1041 if ( ( $isTombstone && $lockTSE > 0 ) && $valueIsCacheable ) {
1042 $tempTTL = max( 1, (int)$lockTSE ); // set() expects seconds
1043 $newAsOf = microtime( true );
1044 $wrapped = $this->wrap( $value, $tempTTL, $newAsOf );
1045 // Avoid using set() to avoid pointless mcrouter broadcasting
1046 $this->setInterimValue( $key, $wrapped, $tempTTL );
1049 if ( $valueIsCacheable ) {
1050 $setOpts['lockTSE'] = $lockTSE;
1051 // Use best known "since" timestamp if not provided
1052 $setOpts +
= [ 'since' => $preCallbackTime ];
1053 // Update the cache; this will fail if the key is tombstoned
1054 $this->set( $key, $value, $ttl, $setOpts );
1057 if ( $lockAcquired ) {
1058 // Avoid using delete() to avoid pointless mcrouter broadcasting
1059 $this->cache
->changeTTL( self
::MUTEX_KEY_PREFIX
. $key, (int)$preCallbackTime - 60 );
1062 $this->stats
->increment( "wanobjectcache.$kClass.miss.compute" );
1068 * @param string $key
1069 * @param bool $versioned
1070 * @param float $minTime
1071 * @param mixed $asOf
1074 protected function getInterimValue( $key, $versioned, $minTime, &$asOf ) {
1075 $wrapped = $this->cache
->get( self
::INTERIM_KEY_PREFIX
. $key );
1076 list( $value ) = $this->unwrap( $wrapped, microtime( true ) );
1077 if ( $value !== false && $this->isValid( $value, $versioned, $asOf, $minTime ) ) {
1078 $asOf = $wrapped[self
::FLD_TIME
];
1087 * @param string $key
1088 * @param array $wrapped
1089 * @param int $tempTTL
1091 protected function setInterimValue( $key, $wrapped, $tempTTL ) {
1092 $this->cache
->merge(
1093 self
::INTERIM_KEY_PREFIX
. $key,
1094 function () use ( $wrapped ) {
1103 * Method to fetch multiple cache keys at once with regeneration
1105 * This works the same as getWithSetCallback() except:
1106 * - a) The $keys argument expects the result of WANObjectCache::makeMultiKeys()
1107 * - b) The $callback argument expects a callback taking the following arguments:
1108 * - $id: ID of an entity to query
1109 * - $oldValue : the prior cache value or false if none was present
1110 * - &$ttl : a reference to the new value TTL in seconds
1111 * - &$setOpts : a reference to options for set() which can be altered
1112 * - $oldAsOf : generation UNIX timestamp of $oldValue or null if not present
1113 * Aside from the additional $id argument, the other arguments function the same
1114 * way they do in getWithSetCallback().
1115 * - c) The return value is a map of (cache key => value) in the order of $keyedIds
1117 * @see WANObjectCache::getWithSetCallback()
1118 * @see WANObjectCache::getMultiWithUnionSetCallback()
1122 * $rows = $cache->getMultiWithSetCallback(
1123 * // Map of cache keys to entity IDs
1124 * $cache->makeMultiKeys(
1125 * $this->fileVersionIds(),
1126 * function ( $id, WANObjectCache $cache ) {
1127 * return $cache->makeKey( 'file-version', $id );
1130 * // Time-to-live (in seconds)
1132 * // Function that derives the new key value
1133 * function ( $id, $oldValue, &$ttl, array &$setOpts ) {
1134 * $dbr = wfGetDB( DB_REPLICA );
1135 * // Account for any snapshot/replica DB lag
1136 * $setOpts += Database::getCacheSetOptions( $dbr );
1138 * // Load the row for this file
1139 * $queryInfo = File::getQueryInfo();
1140 * $row = $dbr->selectRow(
1141 * $queryInfo['tables'],
1142 * $queryInfo['fields'],
1146 * $queryInfo['joins']
1149 * return $row ? (array)$row : false;
1152 * // Process cache for 30 seconds
1154 * // Use a dedicated 500 item cache (initialized on-the-fly)
1155 * 'pcGroup' => 'file-versions:500'
1158 * $files = array_map( [ __CLASS__, 'newFromRow' ], $rows );
1161 * @param ArrayIterator $keyedIds Result of WANObjectCache::makeMultiKeys()
1162 * @param int $ttl Seconds to live for key updates
1163 * @param callable $callback Callback the yields entity regeneration callbacks
1164 * @param array $opts Options map
1165 * @return array Map of (cache key => value) in the same order as $keyedIds
1168 final public function getMultiWithSetCallback(
1169 ArrayIterator
$keyedIds, $ttl, callable
$callback, array $opts = []
1171 $valueKeys = array_keys( $keyedIds->getArrayCopy() );
1172 $checkKeys = isset( $opts['checkKeys'] ) ?
$opts['checkKeys'] : [];
1174 // Load required keys into process cache in one go
1175 $this->warmupCache
= $this->getRawKeysForWarmup(
1176 $this->getNonProcessCachedKeys( $valueKeys, $opts ),
1179 $this->warmupKeyMisses
= 0;
1181 // Wrap $callback to match the getWithSetCallback() format while passing $id to $callback
1182 $id = null; // current entity ID
1183 $func = function ( $oldValue, &$ttl, &$setOpts, $oldAsOf ) use ( $callback, &$id ) {
1184 return $callback( $id, $oldValue, $ttl, $setOpts, $oldAsOf );
1188 foreach ( $keyedIds as $key => $id ) { // preserve order
1189 $values[$key] = $this->getWithSetCallback( $key, $ttl, $func, $opts );
1192 $this->warmupCache
= [];
1198 * Method to fetch/regenerate multiple cache keys at once
1200 * This works the same as getWithSetCallback() except:
1201 * - a) The $keys argument expects the result of WANObjectCache::makeMultiKeys()
1202 * - b) The $callback argument expects a callback returning a map of (ID => new value)
1203 * for all entity IDs in $regenById and it takes the following arguments:
1204 * - $ids: a list of entity IDs to regenerate
1205 * - &$ttls: a reference to the (entity ID => new TTL) map
1206 * - &$setOpts: a reference to options for set() which can be altered
1207 * - c) The return value is a map of (cache key => value) in the order of $keyedIds
1208 * - d) The "lockTSE" and "busyValue" options are ignored
1210 * @see WANObjectCache::getWithSetCallback()
1211 * @see WANObjectCache::getMultiWithSetCallback()
1215 * $rows = $cache->getMultiWithUnionSetCallback(
1216 * // Map of cache keys to entity IDs
1217 * $cache->makeMultiKeys(
1218 * $this->fileVersionIds(),
1219 * function ( $id, WANObjectCache $cache ) {
1220 * return $cache->makeKey( 'file-version', $id );
1223 * // Time-to-live (in seconds)
1225 * // Function that derives the new key value
1226 * function ( array $ids, array &$ttls, array &$setOpts ) {
1227 * $dbr = wfGetDB( DB_REPLICA );
1228 * // Account for any snapshot/replica DB lag
1229 * $setOpts += Database::getCacheSetOptions( $dbr );
1231 * // Load the rows for these files
1233 * $queryInfo = File::getQueryInfo();
1234 * $res = $dbr->select(
1235 * $queryInfo['tables'],
1236 * $queryInfo['fields'],
1240 * $queryInfo['joins']
1242 * foreach ( $res as $row ) {
1243 * $rows[$row->id] = $row;
1244 * $mtime = wfTimestamp( TS_UNIX, $row->timestamp );
1245 * $ttls[$row->id] = $this->adaptiveTTL( $mtime, $ttls[$row->id] );
1252 * $files = array_map( [ __CLASS__, 'newFromRow' ], $rows );
1255 * @param ArrayIterator $keyedIds Result of WANObjectCache::makeMultiKeys()
1256 * @param int $ttl Seconds to live for key updates
1257 * @param callable $callback Callback the yields entity regeneration callbacks
1258 * @param array $opts Options map
1259 * @return array Map of (cache key => value) in the same order as $keyedIds
1262 final public function getMultiWithUnionSetCallback(
1263 ArrayIterator
$keyedIds, $ttl, callable
$callback, array $opts = []
1265 $idsByValueKey = $keyedIds->getArrayCopy();
1266 $valueKeys = array_keys( $idsByValueKey );
1267 $checkKeys = isset( $opts['checkKeys'] ) ?
$opts['checkKeys'] : [];
1268 unset( $opts['lockTSE'] ); // incompatible
1269 unset( $opts['busyValue'] ); // incompatible
1271 // Load required keys into process cache in one go
1272 $keysGet = $this->getNonProcessCachedKeys( $valueKeys, $opts );
1273 $this->warmupCache
= $this->getRawKeysForWarmup( $keysGet, $checkKeys );
1274 $this->warmupKeyMisses
= 0;
1276 // IDs of entities known to be in need of regeneration
1279 // Find out which keys are missing/deleted/stale
1282 $curByKey = $this->getMulti( $keysGet, $curTTLs, $checkKeys, $asOfs );
1283 foreach ( $keysGet as $key ) {
1284 if ( !array_key_exists( $key, $curByKey ) ||
$curTTLs[$key] < 0 ) {
1285 $idsRegen[] = $idsByValueKey[$key];
1289 // Run the callback to populate the regeneration value map for all required IDs
1291 $newTTLsById = array_fill_keys( $idsRegen, $ttl );
1292 $newValsById = $idsRegen ?
$callback( $idsRegen, $newTTLsById, $newSetOpts ) : [];
1294 // Wrap $callback to match the getWithSetCallback() format while passing $id to $callback
1295 $id = null; // current entity ID
1296 $func = function ( $oldValue, &$ttl, &$setOpts, $oldAsOf )
1297 use ( $callback, &$id, $newValsById, $newTTLsById, $newSetOpts )
1299 if ( array_key_exists( $id, $newValsById ) ) {
1300 // Value was already regerated as expected, so use the value in $newValsById
1301 $newValue = $newValsById[$id];
1302 $ttl = $newTTLsById[$id];
1303 $setOpts = $newSetOpts;
1305 // Pre-emptive/popularity refresh and version mismatch cases are not detected
1306 // above and thus $newValsById has no entry. Run $callback on this single entity.
1307 $ttls = [ $id => $ttl ];
1308 $newValue = $callback( [ $id ], $ttls, $setOpts )[$id];
1315 // Run the cache-aside logic using warmupCache instead of persistent cache queries
1317 foreach ( $idsByValueKey as $key => $id ) { // preserve order
1318 $values[$key] = $this->getWithSetCallback( $key, $ttl, $func, $opts );
1321 $this->warmupCache
= [];
1327 * Locally set a key to expire soon if it is stale based on $purgeTimestamp
1329 * This sets stale keys' time-to-live at HOLDOFF_TTL seconds, which both avoids
1330 * broadcasting in mcrouter setups and also avoids races with new tombstones.
1332 * @param string $key Cache key
1333 * @param int $purgeTimestamp UNIX timestamp of purge
1334 * @param bool &$isStale Whether the key is stale
1335 * @return bool Success
1338 public function reap( $key, $purgeTimestamp, &$isStale = false ) {
1339 $minAsOf = $purgeTimestamp + self
::HOLDOFF_TTL
;
1340 $wrapped = $this->cache
->get( self
::VALUE_KEY_PREFIX
. $key );
1341 if ( is_array( $wrapped ) && $wrapped[self
::FLD_TIME
] < $minAsOf ) {
1343 $this->logger
->warning( "Reaping stale value key '$key'." );
1344 $ttlReap = self
::HOLDOFF_TTL
; // avoids races with tombstone creation
1345 $ok = $this->cache
->changeTTL( self
::VALUE_KEY_PREFIX
. $key, $ttlReap );
1347 $this->logger
->error( "Could not complete reap of key '$key'." );
1359 * Locally set a "check" key to expire soon if it is stale based on $purgeTimestamp
1361 * @param string $key Cache key
1362 * @param int $purgeTimestamp UNIX timestamp of purge
1363 * @param bool &$isStale Whether the key is stale
1364 * @return bool Success
1367 public function reapCheckKey( $key, $purgeTimestamp, &$isStale = false ) {
1368 $purge = $this->parsePurgeValue( $this->cache
->get( self
::TIME_KEY_PREFIX
. $key ) );
1369 if ( $purge && $purge[self
::FLD_TIME
] < $purgeTimestamp ) {
1371 $this->logger
->warning( "Reaping stale check key '$key'." );
1372 $ok = $this->cache
->changeTTL( self
::TIME_KEY_PREFIX
. $key, 1 );
1374 $this->logger
->error( "Could not complete reap of check key '$key'." );
1386 * @see BagOStuff::makeKey()
1387 * @param string $keys,... Key component (starting with a key collection name)
1388 * @return string Colon-delimited list of $keyspace followed by escaped components of $args
1391 public function makeKey() {
1392 return call_user_func_array( [ $this->cache
, __FUNCTION__
], func_get_args() );
1396 * @see BagOStuff::makeGlobalKey()
1397 * @param string $keys,... Key component (starting with a key collection name)
1398 * @return string Colon-delimited list of $keyspace followed by escaped components of $args
1401 public function makeGlobalKey() {
1402 return call_user_func_array( [ $this->cache
, __FUNCTION__
], func_get_args() );
1406 * @param array $entities List of entity IDs
1407 * @param callable $keyFunc Callback yielding a key from (entity ID, this WANObjectCache)
1408 * @return ArrayIterator Iterator yielding (cache key => entity ID) in $entities order
1411 public function makeMultiKeys( array $entities, callable
$keyFunc ) {
1413 foreach ( $entities as $entity ) {
1414 $map[$keyFunc( $entity, $this )] = $entity;
1417 return new ArrayIterator( $map );
1421 * Get the "last error" registered; clearLastError() should be called manually
1422 * @return int ERR_* class constant for the "last error" registry
1424 final public function getLastError() {
1425 if ( $this->lastRelayError
) {
1426 // If the cache and the relayer failed, focus on the latter.
1427 // An update not making it to the relayer means it won't show up
1428 // in other DCs (nor will consistent re-hashing see up-to-date values).
1429 // On the other hand, if just the cache update failed, then it should
1430 // eventually be applied by the relayer.
1431 return $this->lastRelayError
;
1434 $code = $this->cache
->getLastError();
1436 case BagOStuff
::ERR_NONE
:
1437 return self
::ERR_NONE
;
1438 case BagOStuff
::ERR_NO_RESPONSE
:
1439 return self
::ERR_NO_RESPONSE
;
1440 case BagOStuff
::ERR_UNREACHABLE
:
1441 return self
::ERR_UNREACHABLE
;
1443 return self
::ERR_UNEXPECTED
;
1448 * Clear the "last error" registry
1450 final public function clearLastError() {
1451 $this->cache
->clearLastError();
1452 $this->lastRelayError
= self
::ERR_NONE
;
1456 * Clear the in-process caches; useful for testing
1460 public function clearProcessCache() {
1461 $this->processCaches
= [];
1465 * @param int $flag ATTR_* class constant
1466 * @return int QOS_* class constant
1469 public function getQoS( $flag ) {
1470 return $this->cache
->getQoS( $flag );
1474 * Get a TTL that is higher for objects that have not changed recently
1476 * This is useful for keys that get explicit purges and DB or purge relay
1477 * lag is a potential concern (especially how it interacts with CDN cache)
1481 * // Last-modified time of page
1482 * $mtime = wfTimestamp( TS_UNIX, $page->getTimestamp() );
1483 * // Get adjusted TTL. If $mtime is 3600 seconds ago and $minTTL/$factor left at
1484 * // defaults, then $ttl is 3600 * .2 = 720. If $minTTL was greater than 720, then
1485 * // $ttl would be $minTTL. If $maxTTL was smaller than 720, $ttl would be $maxTTL.
1486 * $ttl = $cache->adaptiveTTL( $mtime, $cache::TTL_DAY );
1489 * @param int|float $mtime UNIX timestamp
1490 * @param int $maxTTL Maximum TTL (seconds)
1491 * @param int $minTTL Minimum TTL (seconds); Default: 30
1492 * @param float $factor Value in the range (0,1); Default: .2
1493 * @return int Adaptive TTL
1496 public function adaptiveTTL( $mtime, $maxTTL, $minTTL = 30, $factor = 0.2 ) {
1497 if ( is_float( $mtime ) ||
ctype_digit( $mtime ) ) {
1498 $mtime = (int)$mtime; // handle fractional seconds and string integers
1501 if ( !is_int( $mtime ) ||
$mtime <= 0 ) {
1502 return $minTTL; // no last-modified time provided
1505 $age = time() - $mtime;
1507 return (int)min( $maxTTL, max( $minTTL, $factor * $age ) );
1511 * @return int Number of warmup key cache misses last round
1514 public function getWarmupKeyMisses() {
1515 return $this->warmupKeyMisses
;
1519 * Do the actual async bus purge of a key
1521 * This must set the key to "PURGED:<UNIX timestamp>:<holdoff>"
1523 * @param string $key Cache key
1524 * @param int $ttl How long to keep the tombstone [seconds]
1525 * @param int $holdoff HOLDOFF_* constant controlling how long to ignore sets for this key
1526 * @return bool Success
1528 protected function relayPurge( $key, $ttl, $holdoff ) {
1529 if ( $this->purgeRelayer
instanceof EventRelayerNull
) {
1530 // This handles the mcrouter and the single-DC case
1531 $ok = $this->cache
->set( $key,
1532 $this->makePurgeValue( microtime( true ), self
::HOLDOFF_NONE
),
1536 $event = $this->cache
->modifySimpleRelayEvent( [
1539 'val' => 'PURGED:$UNIXTIME$:' . (int)$holdoff,
1540 'ttl' => max( $ttl, 1 ),
1541 'sbt' => true, // substitute $UNIXTIME$ with actual microtime
1544 $ok = $this->purgeRelayer
->notify( $this->purgeChannel
, $event );
1546 $this->lastRelayError
= self
::ERR_RELAY
;
1554 * Do the actual async bus delete of a key
1556 * @param string $key Cache key
1557 * @return bool Success
1559 protected function relayDelete( $key ) {
1560 if ( $this->purgeRelayer
instanceof EventRelayerNull
) {
1561 // This handles the mcrouter and the single-DC case
1562 $ok = $this->cache
->delete( $key );
1564 $event = $this->cache
->modifySimpleRelayEvent( [
1569 $ok = $this->purgeRelayer
->notify( $this->purgeChannel
, $event );
1571 $this->lastRelayError
= self
::ERR_RELAY
;
1579 * Check if a key is nearing expiration and thus due for randomized regeneration
1581 * This returns false if $curTTL >= $lowTTL. Otherwise, the chance
1582 * of returning true increases steadily from 0% to 100% as the $curTTL
1583 * moves from $lowTTL to 0 seconds. This handles widely varying
1584 * levels of cache access traffic.
1586 * @param float $curTTL Approximate TTL left on the key if present
1587 * @param float $lowTTL Consider a refresh when $curTTL is less than this
1590 protected function worthRefreshExpiring( $curTTL, $lowTTL ) {
1591 if ( $curTTL >= $lowTTL ) {
1593 } elseif ( $curTTL <= 0 ) {
1597 $chance = ( 1 - $curTTL / $lowTTL );
1599 return mt_rand( 1, 1e9
) <= 1e9
* $chance;
1603 * Check if a key is due for randomized regeneration due to its popularity
1605 * This is used so that popular keys can preemptively refresh themselves for higher
1606 * consistency (especially in the case of purge loss/delay). Unpopular keys can remain
1607 * in cache with their high nominal TTL. This means popular keys keep good consistency,
1608 * whether the data changes frequently or not, and long-tail keys get to stay in cache
1609 * and get hits too. Similar to worthRefreshExpiring(), randomization is used.
1611 * @param float $asOf UNIX timestamp of the value
1612 * @param int $ageNew Age of key when this might recommend refreshing (seconds)
1613 * @param int $timeTillRefresh Age of key when it should be refreshed if popular (seconds)
1614 * @param float $now The current UNIX timestamp
1617 protected function worthRefreshPopular( $asOf, $ageNew, $timeTillRefresh, $now ) {
1618 $age = $now - $asOf;
1619 $timeOld = $age - $ageNew;
1620 if ( $timeOld <= 0 ) {
1624 // Lifecycle is: new, ramp-up refresh chance, full refresh chance.
1625 // Note that the "expected # of refreshes" for the ramp-up time range is half of what it
1626 // would be if P(refresh) was at its full value during that time range.
1627 $refreshWindowSec = max( $timeTillRefresh - $ageNew - self
::RAMPUP_TTL
/ 2, 1 );
1628 // P(refresh) * (# hits in $refreshWindowSec) = (expected # of refreshes)
1629 // P(refresh) * ($refreshWindowSec * $popularHitsPerSec) = 1
1630 // P(refresh) = 1/($refreshWindowSec * $popularHitsPerSec)
1631 $chance = 1 / ( self
::HIT_RATE_HIGH
* $refreshWindowSec );
1633 // Ramp up $chance from 0 to its nominal value over RAMPUP_TTL seconds to avoid stampedes
1634 $chance *= ( $timeOld <= self
::RAMPUP_TTL
) ?
$timeOld / self
::RAMPUP_TTL
: 1;
1636 return mt_rand( 1, 1e9
) <= 1e9
* $chance;
1640 * Check whether $value is appropriately versioned and not older than $minTime (if set)
1642 * @param array $value
1643 * @param bool $versioned
1644 * @param float $asOf The time $value was generated
1645 * @param float $minTime The last time the main value was generated (0.0 if unknown)
1648 protected function isValid( $value, $versioned, $asOf, $minTime ) {
1649 if ( $versioned && !isset( $value[self
::VFLD_VERSION
] ) ) {
1651 } elseif ( $minTime > 0 && $asOf < $minTime ) {
1659 * Do not use this method outside WANObjectCache
1661 * @param mixed $value
1662 * @param int $ttl [0=forever]
1663 * @param float $now Unix Current timestamp just before calling set()
1666 protected function wrap( $value, $ttl, $now ) {
1668 self
::FLD_VERSION
=> self
::VERSION
,
1669 self
::FLD_VALUE
=> $value,
1670 self
::FLD_TTL
=> $ttl,
1671 self
::FLD_TIME
=> $now
1676 * Do not use this method outside WANObjectCache
1678 * @param array|string|bool $wrapped
1679 * @param float $now Unix Current timestamp (preferrably pre-query)
1680 * @return array (mixed; false if absent/tombstoned/invalid, current time left)
1682 protected function unwrap( $wrapped, $now ) {
1683 // Check if the value is a tombstone
1684 $purge = self
::parsePurgeValue( $wrapped );
1685 if ( $purge !== false ) {
1686 // Purged values should always have a negative current $ttl
1687 $curTTL = min( $purge[self
::FLD_TIME
] - $now, self
::TINY_NEGATIVE
);
1688 return [ false, $curTTL ];
1691 if ( !is_array( $wrapped ) // not found
1692 ||
!isset( $wrapped[self
::FLD_VERSION
] ) // wrong format
1693 ||
$wrapped[self
::FLD_VERSION
] !== self
::VERSION
// wrong version
1695 return [ false, null ];
1698 $flags = isset( $wrapped[self
::FLD_FLAGS
] ) ?
$wrapped[self
::FLD_FLAGS
] : 0;
1699 if ( ( $flags & self
::FLG_STALE
) == self
::FLG_STALE
) {
1700 // Treat as expired, with the cache time as the expiration
1701 $age = $now - $wrapped[self
::FLD_TIME
];
1702 $curTTL = min( -$age, self
::TINY_NEGATIVE
);
1703 } elseif ( $wrapped[self
::FLD_TTL
] > 0 ) {
1704 // Get the approximate time left on the key
1705 $age = $now - $wrapped[self
::FLD_TIME
];
1706 $curTTL = max( $wrapped[self
::FLD_TTL
] - $age, 0.0 );
1708 // Key had no TTL, so the time left is unbounded
1712 return [ $wrapped[self
::FLD_VALUE
], $curTTL ];
1716 * @param array $keys
1717 * @param string $prefix
1720 protected static function prefixCacheKeys( array $keys, $prefix ) {
1722 foreach ( $keys as $key ) {
1723 $res[] = $prefix . $key;
1730 * @param string $key String of the format <scope>:<class>[:<class or variable>]...
1733 protected function determineKeyClass( $key ) {
1734 $parts = explode( ':', $key );
1736 return isset( $parts[1] ) ?
$parts[1] : $parts[0]; // sanity
1740 * @param string $value Wrapped value like "PURGED:<timestamp>:<holdoff>"
1741 * @return array|bool Array containing a UNIX timestamp (float) and holdoff period (integer),
1742 * or false if value isn't a valid purge value
1744 protected static function parsePurgeValue( $value ) {
1745 if ( !is_string( $value ) ) {
1748 $segments = explode( ':', $value, 3 );
1749 if ( !isset( $segments[0] ) ||
!isset( $segments[1] )
1750 ||
"{$segments[0]}:" !== self
::PURGE_VAL_PREFIX
1754 if ( !isset( $segments[2] ) ) {
1755 // Back-compat with old purge values without holdoff
1756 $segments[2] = self
::HOLDOFF_TTL
;
1759 self
::FLD_TIME
=> (float)$segments[1],
1760 self
::FLD_HOLDOFF
=> (int)$segments[2],
1765 * @param float $timestamp
1766 * @param int $holdoff In seconds
1767 * @return string Wrapped purge value
1769 protected function makePurgeValue( $timestamp, $holdoff ) {
1770 return self
::PURGE_VAL_PREFIX
. (float)$timestamp . ':' . (int)$holdoff;
1774 * @param string $group
1775 * @return HashBagOStuff
1777 protected function getProcessCache( $group ) {
1778 if ( !isset( $this->processCaches
[$group] ) ) {
1779 list( , $n ) = explode( ':', $group );
1780 $this->processCaches
[$group] = new HashBagOStuff( [ 'maxKeys' => (int)$n ] );
1783 return $this->processCaches
[$group];
1787 * @param array $keys
1788 * @param array $opts
1789 * @return array List of keys
1791 private function getNonProcessCachedKeys( array $keys, array $opts ) {
1793 if ( isset( $opts['pcTTL'] ) && $opts['pcTTL'] > 0 && $this->callbackDepth
== 0 ) {
1794 $pcGroup = isset( $opts['pcGroup'] ) ?
$opts['pcGroup'] : self
::PC_PRIMARY
;
1795 $procCache = $this->getProcessCache( $pcGroup );
1796 foreach ( $keys as $key ) {
1797 if ( $procCache->get( $key ) !== false ) {
1798 $keysFound[] = $key;
1803 return array_diff( $keys, $keysFound );
1807 * @param array $keys
1808 * @param array $checkKeys
1809 * @return array Map of (cache key => mixed)
1811 private function getRawKeysForWarmup( array $keys, array $checkKeys ) {
1817 // Get all the value keys to fetch...
1818 foreach ( $keys as $key ) {
1819 $keysWarmUp[] = self
::VALUE_KEY_PREFIX
. $key;
1821 // Get all the check keys to fetch...
1822 foreach ( $checkKeys as $i => $checkKeyOrKeys ) {
1823 if ( is_int( $i ) ) {
1824 // Single check key that applies to all value keys
1825 $keysWarmUp[] = self
::TIME_KEY_PREFIX
. $checkKeyOrKeys;
1827 // List of check keys that apply to value key $i
1828 $keysWarmUp = array_merge(
1830 self
::prefixCacheKeys( $checkKeyOrKeys, self
::TIME_KEY_PREFIX
)
1835 $warmupCache = $this->cache
->getMulti( $keysWarmUp );
1836 $warmupCache +
= array_fill_keys( $keysWarmUp, false );
1838 return $warmupCache;