{"id":38125,"date":"2026-01-23T19:40:55","date_gmt":"2026-01-23T16:40:55","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/?p=38125"},"modified":"2026-01-23T19:40:55","modified_gmt":"2026-01-23T16:40:55","slug":"redis-veritabanlari-ve-anahtarlarini-yonetme-rehberi","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/redis-veritabanlari-ve-anahtarlarini-yonetme-rehberi\/","title":{"rendered":"Redis Veritabanlar\u0131 ve Anahtarlar\u0131n\u0131 Y\u00f6netme Rehberi"},"content":{"rendered":"

<\/p>\n

Redis Veritabanlar\u0131 ve Anahtarlar\u0131n\u0131 Y\u00f6netme Rehberi<\/h2>\n

Redis, y\u00fcksek performansl\u0131, a\u00e7\u0131k kaynakl\u0131, bellek i\u00e7i bir veri yap\u0131s\u0131 sunucusudur. Genellikle bir \u00f6nbellek, mesaj arac\u0131s\u0131 ve kal\u0131c\u0131 bir veritaban\u0131 olarak kullan\u0131l\u0131r. Uygulamalar\u0131n h\u0131z\u0131n\u0131 art\u0131rmak ve ger\u00e7ek zamanl\u0131 yetenekler sa\u011flamak i\u00e7in kritik bir rol oynar. Ancak Redis’in g\u00fcc\u00fcnden tam olarak yararlanabilmek i\u00e7in veritabanlar\u0131n\u0131 ve \u00f6zellikle anahtarlar\u0131n\u0131 etkili bir \u015fekilde y\u00f6netmek hayati \u00f6neme sahiptir. Yanl\u0131\u015f anahtar y\u00f6netimi, bellek israf\u0131na, performans sorunlar\u0131na ve hatta veri kayb\u0131na yol a\u00e7abilir. Bu rehber, Redis veritabanlar\u0131n\u0131 ve anahtarlar\u0131n\u0131 do\u011fru bir \u015fekilde nas\u0131l y\u00f6netece\u011finizi, en iyi uygulamalar\u0131 ve s\u0131k kar\u015f\u0131la\u015f\u0131lan sorunlar\u0131 ele alacakt\u0131r.<\/p>\n

Redis Veritaban\u0131 Modeli ve Y\u00f6netimi<\/h3>\n

Redis, varsay\u0131lan olarak 16 adet numaraland\u0131r\u0131lm\u0131\u015f veritaban\u0131 (0’dan 15’e kadar) sunar. Bu veritabanlar\u0131 mant\u0131ksal bir ayr\u0131m sa\u011flar ve farkl\u0131 uygulama mod\u00fclleri veya ortamlar\u0131 i\u00e7in kullan\u0131labilir. Ancak Redis, ili\u015fkisel veritabanlar\u0131ndaki gibi “join” veya “foreign key” gibi geli\u015fmi\u015f veritaban\u0131 \u00f6zelliklerine sahip de\u011fildir. Her veritaban\u0131 ba\u011f\u0131ms\u0131zd\u0131r ve kendi anahtar alan\u0131na sahiptir.<\/p>\n

Veritaban\u0131 Se\u00e7imi (SELECT)<\/h4>\n

Redis CLI’ya ba\u011fland\u0131\u011f\u0131n\u0131zda veya bir istemci k\u00fct\u00fcphanesi kulland\u0131\u011f\u0131n\u0131zda, varsay\u0131lan olarak veritaban\u0131 0’a ba\u011flan\u0131rs\u0131n\u0131z. Farkl\u0131 bir veritaban\u0131 \u00fczerinde i\u015flem yapmak i\u00e7in SELECT<\/code> komutunu kullanman\u0131z gerekir:<\/p>\n

SELECT 1<\/code><\/pre>\n
Bu komut, ge\u00e7erli oturumunuzu veritaban\u0131 1’e ta\u015f\u0131r. Yapt\u0131\u011f\u0131n\u0131z t\u00fcm okuma ve yazma i\u015flemleri art\u0131k bu veritaban\u0131nda ger\u00e7ekle\u015fecektir. Uygulamalar genellikle tek bir veritaban\u0131 kullan\u0131r ve farkl\u0131 veri t\u00fcrlerini anahtar adland\u0131rma stratejileriyle ay\u0131r\u0131r. Ancak baz\u0131 durumlarda, \u00f6rne\u011fin geli\u015ftirme, test ve \u00fcretim ortamlar\u0131 i\u00e7in ayn\u0131 Redis sunucusu \u00fczerinde farkl\u0131 veritabanlar\u0131 kullanmak pratik olabilir.<\/p>\n
Veritaban\u0131 Temizleme (FLUSHDB, FLUSHALL)<\/h4>\n
Veritaban\u0131 temizleme i\u015flemleri dikkatli kullan\u0131lmal\u0131d\u0131r, \u00e7\u00fcnk\u00fc geri al\u0131namazlar.<\/p>\n
*   FLUSHDB<\/code><\/strong>: Mevcut se\u00e7ili veritaban\u0131ndaki t\u00fcm anahtarlar\u0131 siler.<\/p>\n
FLUSHDB<\/code><\/pre>\n
    Bu komut, yaln\u0131zca o an ba\u011fl\u0131 oldu\u011funuz veritaban\u0131n\u0131 temizler. \u00d6rne\u011fin, veritaban\u0131 1’i se\u00e7tiyseniz ve FLUSHDB<\/code> \u00e7al\u0131\u015ft\u0131rd\u0131ysan\u0131z, sadece veritaban\u0131 1’deki veriler silinir.
\n*   FLUSHALL<\/code><\/strong>: Redis sunucusundaki t\u00fcm veritabanlar\u0131ndaki t\u00fcm anahtarlar\u0131 siler. Bu, t\u00fcm Redis \u00f6rne\u011fini s\u0131f\u0131rlamak anlam\u0131na gelir ve \u00e7ok tehlikeli bir komuttur.<\/p>\n
FLUSHALL<\/code><\/pre>\n
    Bu komut, \u00fcretim ortamlar\u0131nda asla dikkatsizce kullan\u0131lmamal\u0131d\u0131r. Genellikle test veya geli\u015ftirme ortamlar\u0131nda, t\u00fcm verileri s\u0131f\u0131rlamak gerekti\u011finde kullan\u0131l\u0131r.<\/p>\n
Bu komutlar\u0131n yanl\u0131\u015fl\u0131kla \u00e7al\u0131\u015ft\u0131r\u0131lmas\u0131n\u0131 \u00f6nlemek i\u00e7in, Redis yap\u0131land\u0131rmas\u0131nda rename-command FLUSHDB \"\" <\/code> ve rename-command FLUSHALL \"\"<\/code> gibi ayarlar yaparak bu komutlar\u0131 devre d\u0131\u015f\u0131 b\u0131rakabilir veya daha az bilinen isimlerle yeniden adland\u0131rabilirsiniz.<\/p>\n
Veritaban\u0131 Boyutunu Anlama (DBSIZE)<\/h4>\n
Mevcut se\u00e7ili veritaban\u0131ndaki anahtar say\u0131s\u0131n\u0131 \u00f6\u011frenmek i\u00e7in DBSIZE<\/code> komutunu kullanabilirsiniz:<\/p>\n
DBSIZE<\/code><\/pre>\n
Bu komut, bir veritaban\u0131ndaki toplam anahtar say\u0131s\u0131n\u0131 h\u0131zl\u0131ca d\u00f6nd\u00fcr\u00fcr. Ancak bu, veritaban\u0131n\u0131n disk veya bellek boyutunu g\u00f6stermez; sadece anahtar say\u0131s\u0131n\u0131 belirtir. Bellek kullan\u0131m\u0131n\u0131 anlamak i\u00e7in INFO memory<\/code> komutu daha faydal\u0131d\u0131r.<\/p>\n
Birden Fazla Veritaban\u0131 Kullan\u0131m Senaryolar\u0131<\/h4>\n
Birden fazla veritaban\u0131 kullanman\u0131n avantajlar\u0131 ve dezavantajlar\u0131 vard\u0131r:<\/p>\n
*   Avantajlar\u0131<\/strong>:
\n    *   Mant\u0131ksal Ayr\u0131m<\/strong>: Farkl\u0131 uygulamalar veya uygulama mod\u00fclleri i\u00e7in kolay mant\u0131ksal ayr\u0131m sa\u011flar.
\n    *   Geli\u015ftirme\/Test<\/strong>: Geli\u015ftirme ve test ortamlar\u0131nda, \u00fcretim verilerini etkilemeden veri manip\u00fclasyonu yapmak i\u00e7in kullan\u0131labilir.
\n    *   Temizleme Kolayl\u0131\u011f\u0131<\/strong>: FLUSHDB<\/code> ile sadece belirli bir b\u00f6l\u00fcm\u00fc temizlemek daha g\u00fcvenlidir.
\n*   Dezavantajlar\u0131<\/strong>:
\n    *   Payla\u015f\u0131lan Kaynaklar<\/strong>: T\u00fcm veritabanlar\u0131 ayn\u0131 Redis sunucusu \u00f6rne\u011fini ve dolay\u0131s\u0131yla ayn\u0131 bellek, CPU ve a\u011f kaynaklar\u0131n\u0131 payla\u015f\u0131r. Bir veritaban\u0131ndaki yo\u011fun i\u015flem di\u011ferlerini etkileyebilir.
\n    *   Karma\u015f\u0131kl\u0131k<\/strong>: Uygulaman\u0131z\u0131n farkl\u0131 veritabanlar\u0131 aras\u0131nda ge\u00e7i\u015f yapmas\u0131 gerekiyorsa istemci taraf\u0131nda karma\u015f\u0131kl\u0131k artabilir.
\n    *   Yanl\u0131\u015f Anlama<\/strong>: Baz\u0131 kullan\u0131c\u0131lar, farkl\u0131 veritabanlar\u0131n\u0131n tamamen izole, ayr\u0131 Redis \u00f6rnekleri oldu\u011funu d\u00fc\u015f\u00fcnebilir, bu do\u011fru de\u011fildir.<\/p>\n
Genel olarak, \u00e7o\u011fu modern Redis uygulamas\u0131, tek bir veritaban\u0131 (genellikle 0) kullanmay\u0131 ve anahtar adland\u0131rma stratejileriyle verileri organize etmeyi tercih eder.<\/p>\n
Redis Anahtarlar\u0131n\u0131 Y\u00f6netme Temelleri<\/h3>\n
Redis’in kalbi anahtarlard\u0131r. Her veri par\u00e7as\u0131 bir anahtar arac\u0131l\u0131\u011f\u0131yla depolan\u0131r ve eri\u015filir. Etkili anahtar y\u00f6netimi, uygulaman\u0131z\u0131n performans\u0131n\u0131, bellek kullan\u0131m\u0131n\u0131 ve s\u00fcrd\u00fcr\u00fclebilirli\u011fini do\u011frudan etkiler.<\/p>\n
Anahtar Adland\u0131rma Stratejileri<\/h4>\n
\u0130yi bir anahtar adland\u0131rma stratejisi, Redis uygulaman\u0131z\u0131n ba\u015far\u0131s\u0131 i\u00e7in kritik \u00f6neme sahiptir. Anahtar adlar\u0131 okunabilir, anlaml\u0131 ve tutarl\u0131 olmal\u0131d\u0131r.<\/p>\n
*   Tutarl\u0131l\u0131k<\/strong>: Anahtar adland\u0131rma kural\u0131n\u0131zda tutarl\u0131 olun. \u00d6rne\u011fin, object_type:id:field<\/code> veya app_name:module:id:attribute<\/code> gibi bir format kullan\u0131n.
\n    *   user:1001:name<\/code>
\n    *   product:SKU12345:price<\/code>
\n    *   session:abcxyz:token<\/code>
\n*   Anlaml\u0131l\u0131k<\/strong>: Anahtar adlar\u0131, i\u00e7erdikleri veriyi net bir \u015fekilde yans\u0131tmal\u0131d\u0131r. K\u0131saltmalardan ka\u00e7\u0131n\u0131n veya tutarl\u0131 k\u0131saltmalar kullan\u0131n.
\n*   Ay\u0131r\u0131c\u0131lar<\/strong>: Genellikle :<\/code> (kolon) ay\u0131r\u0131c\u0131 olarak kullan\u0131l\u0131r. Bu, anahtarlar\u0131n\u0131z\u0131 mant\u0131ksal gruplara ay\u0131rman\u0131za yard\u0131mc\u0131 olur ve SCAN<\/code> komutuyla belirli desenlere g\u00f6re arama yapmay\u0131 kolayla\u015ft\u0131r\u0131r.
\n*   K\u00fc\u00e7\u00fck Harf Kullan\u0131m\u0131<\/strong>: Genellikle anahtar adlar\u0131nda k\u00fc\u00e7\u00fck harf kullanmak tercih edilir.
\n*   \u00d6n Ekler (Prefixes)<\/strong>: Farkl\u0131 uygulama bile\u015fenleri veya ortamlar\u0131 i\u00e7in \u00f6n ekler kullan\u0131n.
\n    *   dev:user:1<\/code>
\n    *   prod:product:123<\/code>
\n*   \u00c7ok Uzun Anahtar Adlar\u0131ndan Ka\u00e7\u0131nma<\/strong>: Anahtar adlar\u0131n\u0131n kendisi de bellek t\u00fcketir. \u00c7ok uzun anahtar adlar\u0131, \u00f6zellikle \u00e7ok say\u0131da anahtar\u0131n\u0131z varsa, bellek israf\u0131na neden olabilir. Anlaml\u0131l\u0131\u011f\u0131 korurken m\u00fcmk\u00fcn oldu\u011funca k\u0131sa tutun.<\/p>\n
Anahtar Ya\u015fam S\u00fcresi (TTL – Time To Live)<\/h4>\n
Redis’in en g\u00fc\u00e7l\u00fc \u00f6zelliklerinden biri, anahtarlara bir ya\u015fam s\u00fcresi (TTL) atayabilme yetene\u011fidir. Bu, anahtar\u0131n belirtilen s\u00fcre sonunda otomatik olarak silinmesini sa\u011flar. \u00d6nbellekleme senaryolar\u0131 i\u00e7in vazge\u00e7ilmezdir.<\/p>\n
*   EXPIRE key seconds<\/code><\/strong>: Bir anahtara saniye cinsinden ya\u015fam s\u00fcresi atar.<\/p>\n
SET mykey \"hello\"\n    EXPIRE mykey 60  \/\/ mykey 60 saniye sonra silinecek<\/code><\/pre>\n
*   PEXPIRE key milliseconds<\/code><\/strong>: Bir anahtara milisaniye cinsinden ya\u015fam s\u00fcresi atar.
\n*   SETEX key seconds value<\/code><\/strong>: SET<\/code> ve EXPIRE<\/code> komutlar\u0131n\u0131 tek bir atomik i\u015flemde birle\u015ftirir.<\/p>\n
SETEX mykey 60 \"hello\" \/\/ mykey'i ayarla ve 60 saniye sonra sil<\/code><\/pre>\n
*   TTL key<\/code><\/strong>: Bir anahtar\u0131n kalan ya\u015fam s\u00fcresini saniye cinsinden d\u00f6nd\u00fcr\u00fcr. E\u011fer anahtar\u0131n ya\u015fam s\u00fcresi yoksa -1, anahtar yoksa -2 d\u00f6nd\u00fcr\u00fcr.
\n*   PTTL key<\/code><\/strong>: Bir anahtar\u0131n kalan ya\u015fam s\u00fcresini milisaniye cinsinden d\u00f6nd\u00fcr\u00fcr.
\n*   PERSIST key<\/code><\/strong>: Bir anahtar\u0131n ya\u015fam s\u00fcresini kald\u0131r\u0131r, b\u00f6ylece anahtar s\u00fcresiz hale gelir.<\/p>\n
PERSIST mykey \/\/ mykey'in TTL'ini kald\u0131r<\/code><\/pre>\n
TTL y\u00f6netimi, bellek kullan\u0131m\u0131n\u0131 optimize etmek ve eski verilerin otomatik olarak temizlenmesini sa\u011flamak i\u00e7in \u00e7ok \u00f6nemlidir.<\/p>\n
Temel Anahtar \u0130\u015flemleri<\/h4>\n
Redis’te anahtarlar \u00fczerinde bir\u00e7ok temel i\u015flem ger\u00e7ekle\u015ftirilebilir.<\/p>\n
*   Olu\u015fturma ve G\u00fcncelleme<\/strong>: Anahtar\u0131n tipine g\u00f6re farkl\u0131 komutlar kullan\u0131l\u0131r.
\n    *   String<\/strong>: SET mykey \"myvalue\"<\/code>, INCR mycounter<\/code>
\n    *   Hash<\/strong>: HSET myhash field1 \"value1\" field2 \"value2\"<\/code>
\n    *   List<\/strong>: LPUSH mylist \"item1\"<\/code>, RPUSH mylist \"item2\"<\/code>
\n    *   Set<\/strong>: SADD myset \"member1\"<\/code>
\n    *   Sorted Set<\/strong>: ZADD myzset 100 \"member1\"<\/code>
\n*   Okuma<\/strong>: Anahtar\u0131n tipine g\u00f6re farkl\u0131 komutlar kullan\u0131l\u0131r.
\n    *   String<\/strong>: GET mykey<\/code>
\n    *   Hash<\/strong>: HGET myhash field1<\/code>, HGETALL myhash<\/code>
\n    *   List<\/strong>: LRANGE mylist 0 -1<\/code>
\n    *   Set<\/strong>: SMEMBERS myset<\/code>
\n    *   Sorted Set<\/strong>: ZRANGE myzset 0 -1 WITHSCORES<\/code>
\n*   Silme (DEL<\/code>, UNLINK<\/code>)<\/strong>:
\n    *   DEL key [key ...]<\/code><\/strong>: Bir veya daha fazla anahtar\u0131 siler. Senkronize bir i\u015flemdir ve b\u00fcy\u00fck anahtarlar silinirken performans\u0131 etkileyebilir.<\/p>\n
DEL mykey anotherkey<\/code><\/pre>\n
    *   UNLINK key [key ...]<\/code><\/strong>: DEL<\/code> gibi anahtarlar\u0131 siler, ancak asenkron bir i\u015flemdir. Silme i\u015flemi arka planda ayr\u0131 bir i\u015f par\u00e7ac\u0131\u011f\u0131nda ger\u00e7ekle\u015fir, bu da b\u00fcy\u00fck anahtarlar\u0131n silinmesi s\u0131ras\u0131nda ana Redis i\u015f par\u00e7ac\u0131\u011f\u0131n\u0131n engellenmesini \u00f6nler. Genellikle DEL<\/code> yerine UNLINK<\/code> kullan\u0131lmas\u0131 \u00f6nerilir.<\/p>\n
UNLINK mykey big_object_key<\/code><\/pre>\n
*   Varl\u0131k Kontrol\u00fc (EXISTS<\/code>)<\/strong>: Bir anahtar\u0131n var olup olmad\u0131\u011f\u0131n\u0131 kontrol eder.<\/p>\n
EXISTS mykey \/\/ 1 (var) veya 0 (yok) d\u00f6nd\u00fcr\u00fcr<\/code><\/pre>\n
*   Yeniden Adland\u0131rma (RENAME<\/code>, RENAMENX<\/code>)<\/strong>:
\n    *   RENAME oldkey newkey<\/code><\/strong>: Bir anahtar\u0131n ad\u0131n\u0131 de\u011fi\u015ftirir. E\u011fer newkey<\/code> zaten varsa, \u00fczerine yazar.<\/p>\n
RENAME oldname newname<\/code><\/pre>\n
    *   RENAMENX oldkey newkey<\/code><\/strong>: Bir anahtar\u0131n ad\u0131n\u0131 de\u011fi\u015ftirir, ancak yaln\u0131zca newkey<\/code> mevcut de\u011filse. E\u011fer newkey<\/code> zaten varsa, i\u015flem ba\u015far\u0131s\u0131z olur.<\/p>\n
RENAMENX oldname newname \/\/ newname yoksa ba\u015far\u0131l\u0131<\/code><\/pre>\n
*   Ta\u015f\u0131ma (MOVE<\/code>)<\/strong>: Bir anahtar\u0131 mevcut veritaban\u0131ndan ba\u015fka bir veritaban\u0131na ta\u015f\u0131r.<\/p>\n
MOVE mykey 1 \/\/ mykey'i veritaban\u0131 1'e ta\u015f\u0131<\/code><\/pre>\n
    Bu i\u015flem, anahtar\u0131n hedef veritaban\u0131nda zaten var olup olmad\u0131\u011f\u0131n\u0131 kontrol etmez ve varsa \u00fczerine yazar.
\n*   T\u00fcr Kontrol\u00fc (TYPE<\/code>)<\/strong>: Bir anahtar\u0131n veri tipini d\u00f6nd\u00fcr\u00fcr (string, hash, list, set, zset, stream).<\/p>\n
TYPE mykey \/\/ \u00f6rne\u011fin \"string\" d\u00f6nd\u00fcr\u00fcr<\/code><\/pre>\n
Geli\u015fmi\u015f Anahtar Ke\u015ffi ve Y\u00f6netimi<\/h3>\n
B\u00fcy\u00fck Redis kurulumlar\u0131nda anahtarlar\u0131 etkili bir \u015fekilde bulmak ve y\u00f6netmek, performans ve bellek sa\u011fl\u0131\u011f\u0131 i\u00e7in kritik \u00f6neme sahiptir.<\/p>\n
Anahtar Arama ve Desen E\u015fle\u015ftirme (KEYS vs SCAN)<\/h4>\n
Redis’te anahtarlar\u0131 desenlere g\u00f6re aramak i\u00e7in iki ana komut vard\u0131r: KEYS<\/code> ve SCAN<\/code>.<\/p>\n
*   KEYS pattern<\/code><\/strong>: Belirtilen desene uyan t\u00fcm anahtarlar\u0131 d\u00f6nd\u00fcr\u00fcr.<\/p>\n
KEYS user:* \/\/ \"user:\" ile ba\u015flayan t\u00fcm anahtarlar\u0131 listeler\n    KEYS session<\/em> \/\/ i\u00e7inde \"session\" ge\u00e7en t\u00fcm anahtarlar\u0131 listeler<\/code><\/pre>\n
    UYARI<\/strong>: KEYS<\/code> komutu, Redis’in t\u00fcm anahtar alan\u0131n\u0131 tarar ve b\u00fcy\u00fck veritabanlar\u0131nda sunucuyu uzun s\u00fcre bloklayabilir. Bu, \u00fcretim ortamlar\u0131nda asla kullan\u0131lmamas\u0131 gereken bir komuttur. Sadece geli\u015ftirme veya test ortamlar\u0131nda ve az say\u0131da anahtar oldu\u011fundan eminseniz kullan\u0131lmal\u0131d\u0131r.
\n*   SCAN cursor [MATCH pattern] [COUNT count]<\/code><\/strong>: KEYS<\/code>‘in aksine, SCAN<\/code> komutu yinelemeli bir tarama yapar ve her \u00e7a\u011fr\u0131da k\u00fc\u00e7\u00fck bir anahtar k\u00fcmesi d\u00f6nd\u00fcr\u00fcr. Bu, sunucuyu bloklamaz ve b\u00fcy\u00fck veritabanlar\u0131nda g\u00fcvenle kullan\u0131labilir.<\/p>\n
SCAN 0 MATCH user:* COUNT 100 \/\/ 0'dan ba\u015flayarak \"user:\" ile ba\u015flayan 100 anahtar d\u00f6nd\u00fcrmeye \u00e7al\u0131\u015f\u0131r<\/code><\/pre>\n
    SCAN<\/code> komutu bir cursor<\/code> de\u011feri d\u00f6nd\u00fcr\u00fcr. Sonraki \u00e7a\u011fr\u0131larda bu cursor<\/code> de\u011ferini kullanarak taramaya devam edersiniz. cursor<\/code> 0 d\u00f6nd\u00fc\u011f\u00fcnde tarama tamamlanm\u0131\u015f demektir. COUNT<\/code> parametresi, her yinelemede d\u00f6nd\u00fcr\u00fclecek yakla\u015f\u0131k anahtar say\u0131s\u0131n\u0131 belirtir, ancak Redis bu say\u0131y\u0131 garanti etmez. SCAN<\/code>, HSCAN<\/code>, SSCAN<\/code> ve ZSCAN<\/code> gibi varyantlar\u0131 da vard\u0131r ve s\u0131ras\u0131yla hash, set ve sorted set elemanlar\u0131n\u0131 taramak i\u00e7in kullan\u0131l\u0131r.<\/p>\n
Bellek Optimizasyonu<\/h4>\n
Redis bellek i\u00e7i bir veritaban\u0131 oldu\u011fu i\u00e7in bellek y\u00f6netimi \u00e7ok \u00f6nemlidir.<\/p>\n
*   B\u00fcy\u00fck Anahtarlar\u0131 Bulma (redis-cli --bigkeys<\/code>)<\/strong>:
\n    Bazen tek bir anahtar (\u00f6rne\u011fin \u00e7ok b\u00fcy\u00fck bir liste, hash veya string) Redis belle\u011finin \u00f6nemli bir b\u00f6l\u00fcm\u00fcn\u00fc kaplayabilir. Bu t\u00fcr “big keys” performans\u0131 olumsuz etkileyebilir. Redis CLI, bunlar\u0131 bulmak i\u00e7in \u00f6zel bir araca sahiptir:<\/p>\n
redis-cli --bigkeys<\/code><\/pre>\n
    Bu komut, veritaban\u0131n\u0131z\u0131 tarar ve her veri tipi i\u00e7in en b\u00fcy\u00fck anahtarlar\u0131 listeler. Bu, bellek optimizasyonu i\u00e7in hangi anahtarlara odaklanman\u0131z gerekti\u011fini anlaman\u0131za yard\u0131mc\u0131 olur. UNLINK<\/code> komutu bu t\u00fcr b\u00fcy\u00fck anahtarlar\u0131 g\u00fcvenli bir \u015fekilde silmek i\u00e7in idealdir.
\n*   Bellek Kullan\u0131m\u0131n\u0131 \u0130zleme (MEMORY USAGE<\/code>, INFO memory<\/code>)<\/strong>:
\n    *   MEMORY USAGE key<\/code><\/strong>: Belirli bir anahtar\u0131n bellek kullan\u0131m\u0131n\u0131 bayt cinsinden d\u00f6nd\u00fcr\u00fcr. Bu, tek tek anahtarlar\u0131n ne kadar yer kaplad\u0131\u011f\u0131n\u0131 anlamak i\u00e7in faydal\u0131d\u0131r.<\/p>\n
MEMORY USAGE mybigstringkey<\/code><\/pre>\n
    *   INFO memory<\/code><\/strong>: Redis sunucusunun genel bellek kullan\u0131m istatistiklerini d\u00f6nd\u00fcr\u00fcr. used_memory<\/code>, used_memory_human<\/code>, maxmemory<\/code> gibi \u00f6nemli metrikleri i\u00e7erir.
\n*   Tahliye Politikalar\u0131 (Eviction Policies) ve maxmemory<\/code><\/strong>:
\n    Redis’in maxmemory<\/code> ayar\u0131, Redis \u00f6rne\u011finizin kullanabilece\u011fi maksimum bellek miktar\u0131n\u0131 belirler. Bu s\u0131n\u0131ra ula\u015f\u0131ld\u0131\u011f\u0131nda, Redis’in hangi anahtarlar\u0131 silece\u011fini belirleyen bir maxmemory-policy<\/code> ayar\u0131 vard\u0131r.
\n    *   noeviction<\/code>: Anahtar silinmez, yazma i\u015flemleri hata d\u00f6nd\u00fcr\u00fcr.
\n    *   allkeys-lru<\/code>: T\u00fcm anahtarlar aras\u0131ndan en az yak\u0131n zamanda kullan\u0131lan\u0131 siler.
\n    *   volatile-lru<\/code>: Sadece TTL ayarlanm\u0131\u015f anahtarlar aras\u0131ndan en az yak\u0131n zamanda kullan\u0131lan\u0131 siler.
\n    *   allkeys-random<\/code>: T\u00fcm anahtarlar aras\u0131ndan rastgele birini siler.
\n    *   volatile-random<\/code>: Sadece TTL ayarlanm\u0131\u015f anahtarlar aras\u0131ndan rastgele birini siler.
\n    *   allkeys-lfu<\/code>: T\u00fcm anahtarlar aras\u0131ndan en az s\u0131kl\u0131kta kullan\u0131lan\u0131 siler.
\n    *   volatile-lfu<\/code>: Sadece TTL ayarlanm\u0131\u015f anahtarlar aras\u0131ndan en az s\u0131kl\u0131kta kullan\u0131lan\u0131 siler.
\n    *   volatile-ttl<\/code>: Sadece TTL ayarlanm\u0131\u015f anahtarlar aras\u0131ndan en k\u0131sa TTL’ye sahip olan\u0131 siler.
\n    Do\u011fru tahliye politikas\u0131n\u0131 se\u00e7mek, \u00f6nbellek olarak kullan\u0131lan Redis \u00f6rneklerinde bellek y\u00f6netiminin temelidir.<\/p>\n
Di\u011fer Geli\u015fmi\u015f Teknikler<\/h4>\n
*   Pipelining<\/strong>: Birden fazla Redis komutunu tek bir a\u011f gidi\u015f-d\u00f6n\u00fc\u015f\u00fcnde g\u00f6ndermek, a\u011f gecikmesini azaltarak performans\u0131 art\u0131r\u0131r. Anahtar y\u00f6netimiyle ilgili toplu i\u015flemler (\u00f6rne\u011fin, bir\u00e7ok anahtara ayn\u0131 anda TTL atamak) i\u00e7in kullan\u0131labilir.
\n*   Transactions (MULTI\/EXEC)<\/strong>: Bir dizi komutu atomik olarak y\u00fcr\u00fctmek i\u00e7in kullan\u0131l\u0131r. Bu, anahtar manip\u00fclasyonlar\u0131 s\u0131ras\u0131nda veri tutarl\u0131l\u0131\u011f\u0131n\u0131 sa\u011flamak i\u00e7in \u00f6nemlidir.
\n*   Anahtar \u0130statistikleri (DEBUG OBJECT<\/code>)<\/strong>: Bir anahtar hakk\u0131nda i\u00e7sel bilgiler (\u00f6rne\u011fin, referans say\u0131s\u0131, kodlama, son eri\u015fim zaman\u0131) d\u00f6nd\u00fcr\u00fcr. Bu, anahtar\u0131n bellek kullan\u0131m\u0131n\u0131 ve eri\u015fim desenlerini anlamak i\u00e7in faydal\u0131 olabilir.<\/p>\n
DEBUG OBJECT mykey<\/code><\/pre>\n
Redis CLI ve Y\u00f6netim Ara\u00e7lar\u0131<\/h3>\n
Redis y\u00f6netimi i\u00e7in \u00e7e\u015fitli ara\u00e7lar mevcuttur.<\/p>\n
Redis CLI Kullan\u0131m\u0131<\/h4>\n
Redis Komut Sat\u0131r\u0131 Aray\u00fcz\u00fc (CLI), Redis sunucusuyla etkile\u015fim kurmak i\u00e7in en temel ve g\u00fc\u00e7l\u00fc ara\u00e7t\u0131r.<\/p>\n
redis-cli<\/code><\/pre>\n
Varsay\u0131lan olarak localhost:6379<\/code> adresine ba\u011flan\u0131r. Farkl\u0131 bir sunucu veya port belirtmek i\u00e7in:<\/p>\n
redis-cli -h  -p  -a <\/code><\/pre>\n
CLI \u00fczerinden yukar\u0131da bahsedilen t\u00fcm komutlar\u0131 \u00e7al\u0131\u015ft\u0131rabilirsiniz. Ayr\u0131ca, monitor<\/code> komutu ile sunucuya gelen t\u00fcm komutlar\u0131 ger\u00e7ek zamanl\u0131 olarak izleyebilir, info<\/code> komutu ile sunucu durumu hakk\u0131nda detayl\u0131 bilgi alabilirsiniz.<\/p>\n
RedisInsight ve Di\u011fer GUI Ara\u00e7lar\u0131<\/h4>\n
*   RedisInsight<\/strong>: Redis Labs taraf\u0131ndan geli\u015ftirilen resmi GUI arac\u0131d\u0131r. Anahtarlar\u0131 g\u00f6rsel olarak ke\u015ffetmek, bellek kullan\u0131m\u0131n\u0131 analiz etmek, CLI komutlar\u0131 \u00e7al\u0131\u015ft\u0131rmak, veritaban\u0131 i\u00e7eri\u011fini g\u00f6r\u00fcnt\u00fclemek ve Redis mod\u00fcllerini y\u00f6netmek i\u00e7in kapsaml\u0131 \u00f6zellikler sunar. Anahtar y\u00f6netimi i\u00e7in g\u00f6rsel bir aray\u00fcze sahip olmak, \u00f6zellikle karma\u015f\u0131k veri yap\u0131lar\u0131 veya b\u00fcy\u00fck anahtar k\u00fcmeleriyle \u00e7al\u0131\u015f\u0131rken \u00e7ok faydal\u0131d\u0131r.
\n*   Medis, Redis Desktop Manager (RDM)<\/strong>: Di\u011fer pop\u00fcler \u00fc\u00e7\u00fcnc\u00fc taraf GUI ara\u00e7lar\u0131d\u0131r. Genellikle anahtarlar\u0131 a\u011fa\u00e7 yap\u0131s\u0131nda g\u00f6r\u00fcnt\u00fcleme, CRUD i\u015flemleri yapma ve basit anahtar analizi sa\u011flama gibi \u00f6zellikler sunarlar.<\/p>\n
Programatik Y\u00f6netim<\/h4>\n
\u00c7o\u011fu modern uygulama, Redis ile etkile\u015fim kurmak i\u00e7in programlama dillerine \u00f6zel istemci k\u00fct\u00fcphanelerini kullan\u0131r (\u00f6rne\u011fin, Python i\u00e7in redis-py<\/code>, Node.js i\u00e7in ioredis<\/code>, Java i\u00e7in Jedis<\/code>). Bu k\u00fct\u00fcphaneler, yukar\u0131da bahsedilen t\u00fcm Redis komutlar\u0131n\u0131 programatik olarak y\u00fcr\u00fctmenize olanak tan\u0131r. B\u00fcy\u00fck \u00f6l\u00e7ekli anahtar temizleme, toplu veri y\u00fckleme veya karma\u015f\u0131k anahtar manip\u00fclasyonlar\u0131 i\u00e7in betikler yazmak, programatik y\u00f6netimin temelini olu\u015fturur.<\/p>\n
G\u00fcvenlik ve En \u0130yi Uygulamalar<\/h3>\n
Redis veritabanlar\u0131n\u0131 ve anahtarlar\u0131n\u0131 y\u00f6netirken g\u00fcvenlik ve en iyi uygulamalar\u0131 g\u00f6z \u00f6n\u00fcnde bulundurmak, veri b\u00fct\u00fcnl\u00fc\u011f\u00fcn\u00fc ve sistem kararl\u0131l\u0131\u011f\u0131n\u0131 sa\u011flamak i\u00e7in kritik \u00f6neme sahiptir.<\/p>\n
Anahtar Adland\u0131rma Standartlar\u0131<\/h4>\n
Daha \u00f6nce belirtildi\u011fi gibi, tutarl\u0131 ve anlaml\u0131 anahtar adland\u0131rma, sadece y\u00f6netimi kolayla\u015ft\u0131rmakla kalmaz, ayn\u0131 zamanda g\u00fcvenlik denetimlerinde ve veri ke\u015ffinde de yard\u0131mc\u0131 olur. Hassas veriler i\u00e7eren anahtarlar\u0131 belirli \u00f6n eklerle i\u015faretlemek (\u00f6rne\u011fin, sensitive:user:1:password_hash<\/code>) veya belirli alanlar\u0131 \u015fifrelemek, g\u00fcvenlik katman\u0131n\u0131 art\u0131rabilir.<\/p>\n
Eri\u015fim Kontrol\u00fc (ACL – Access Control List)<\/h4>\n
Redis 6.0 ve sonraki s\u00fcr\u00fcmler, daha gran\u00fcler eri\u015fim kontrol\u00fc i\u00e7in ACL’leri tan\u0131tt\u0131. ACL’ler, belirli kullan\u0131c\u0131lara belirli komutlar\u0131 veya anahtar desenlerini kullanma izni vermenizi sa\u011flar. \u00d6rne\u011fin:<\/p>\n
ACL SETUSER alice on >password ~cache:* +get +set<\/code><\/pre>\n
Bu komut, alice<\/code> adl\u0131 bir kullan\u0131c\u0131 olu\u015fturur, bir parola atar ve ona yaln\u0131zca cache:<\/code> ile ba\u015flayan anahtarlar \u00fczerinde GET<\/code> ve SET<\/code> komutlar\u0131n\u0131 kullanma izni verir. Bu sayede, farkl\u0131 uygulamalar\u0131n veya mikro hizmetlerin yaln\u0131zca ihtiya\u00e7 duyduklar\u0131 verilere eri\u015fmesini sa\u011flayarak g\u00fcvenlik riskini azaltabilirsiniz.<\/p>\n
Yedekleme Stratejileri (RDB, AOF)<\/h4>\n
Redis, veri kal\u0131c\u0131l\u0131\u011f\u0131 i\u00e7in iki ana mekanizma sunar:<\/p>\n
*   RDB (Redis Database Backup)<\/strong>: Belirli aral\u0131klarla veritaban\u0131n\u0131n anl\u0131k g\u00f6r\u00fcnt\u00fcs\u00fcn\u00fc (snapshot) al\u0131r ve diskte dump.rdb<\/code> dosyas\u0131na kaydeder. RDB dosyalar\u0131 kompakt ve h\u0131zl\u0131 geri y\u00fcklenir, ancak son yedeklemeden sonraki verileri kaybedebilirsiniz.
\n*   AOF (Append Only File)<\/strong>: Redis’e gelen her yazma komutunu bir log dosyas\u0131na (append-only file) ekler. Bu, daha y\u00fcksek veri dayan\u0131kl\u0131l\u0131\u011f\u0131 sa\u011flar, \u00e7\u00fcnk\u00fc her komut kaydedilir. Redis yeniden ba\u015flat\u0131ld\u0131\u011f\u0131nda AOF dosyas\u0131n\u0131 tekrar oynatarak verileri geri y\u00fckler. AOF dosyalar\u0131 RDB’ye g\u00f6re daha b\u00fcy\u00fck olabilir ve geri y\u00fckleme s\u00fcresi daha uzun s\u00fcrebilir.<\/p>\n
Genellikle her iki mekanizmay\u0131 birlikte kullanmak (AOF persistence aktifken RDB snapshotlar\u0131 almak), en iyi veri dayan\u0131kl\u0131l\u0131\u011f\u0131 ve kurtarma s\u00fcresi kombinasyonunu sa\u011flar. D\u00fczenli yedeklemeler ve bu yedeklemelerin farkl\u0131 bir konuma veya bulut depolamaya ta\u015f\u0131nmas\u0131, olas\u0131 bir felaket durumunda veri kayb\u0131n\u0131 \u00f6nlemek i\u00e7in hayati \u00f6neme sahiptir.<\/p>\n
\u0130zleme ve Alarm Sistemleri<\/h4>\n
Redis sunucusunun ve anahtarlar\u0131n\u0131n durumunu s\u00fcrekli izlemek, potansiyel sorunlar\u0131 erken tespit etmek i\u00e7in kritiktir.<\/p>\n
*   Metrikler<\/strong>: INFO<\/code> komutuyla elde edilen bellek kullan\u0131m\u0131, CPU kullan\u0131m\u0131, ba\u011fl\u0131 istemci say\u0131s\u0131, anahtar say\u0131s\u0131, isabet\/\u0131skalama oranlar\u0131 gibi metrikleri izleyin.
\n*   Alarm Kurallar\u0131<\/strong>: Belirli e\u015fik de\u011ferleri a\u015f\u0131ld\u0131\u011f\u0131nda (\u00f6rne\u011fin, maxmemory<\/code> s\u0131n\u0131r\u0131na yakla\u015fma, \u00e7ok say\u0131da anahtar\u0131n TTL’sinin dolmas\u0131, y\u00fcksek CPU kullan\u0131m\u0131) alarm tetikleyecek izleme sistemleri (Prometheus, Grafana, Datadog vb.) kurun.
\n*   Yava\u015f Sorgular<\/strong>: Redis’in slowlog<\/code> \u00f6zelli\u011fi, belirli bir s\u00fcreden daha uzun s\u00fcren komutlar\u0131 kaydeder. Yava\u015f anahtar i\u015flemleri, performans\u0131 etkileyen b\u00fcy\u00fck anahtarlar\u0131 veya verimsiz komutlar\u0131 tespit etmenize yard\u0131mc\u0131 olabilir.<\/p>\n
G\u00fcvenli Redis Yap\u0131land\u0131rmas\u0131<\/h4>\n
*   Parola Korumas\u0131 (requirepass<\/code>)<\/strong>: Redis sunucunuza eri\u015fimi parolayla koruyun.<\/p>\n
requirepass your_strong_password<\/code><\/pre>\n
*   Ba\u011flant\u0131 Adresi (bind<\/code>)<\/strong>: Redis’i yaln\u0131zca belirli IP adreslerinden gelen ba\u011flant\u0131lara izin verecek \u015fekilde yap\u0131land\u0131r\u0131n. Genellikle bind 127.0.0.1<\/code> veya uygulaman\u0131z\u0131n \u00e7al\u0131\u015ft\u0131\u011f\u0131 sunucunun yerel IP adresiyle s\u0131n\u0131rlamak iyi bir uygulamad\u0131r.
\n*   Uzaktan Eri\u015fim<\/strong>: Redis sunucusunu internete do\u011frudan a\u00e7maktan ka\u00e7\u0131n\u0131n. E\u011fer uzaktan eri\u015fim gerekiyorsa, bunu VPN veya SSH t\u00fcnelleme gibi g\u00fcvenli y\u00f6ntemler arac\u0131l\u0131\u011f\u0131yla yap\u0131n.
\n*   Varsay\u0131lan Port<\/strong>: Redis’in varsay\u0131lan portu olan 6379’u de\u011fi\u015ftirmek, otomatik taramalarla tespit edilme riskini azaltabilir (ancak tek ba\u015f\u0131na bir g\u00fcvenlik \u00f6nlemi de\u011fildir).<\/p>\n
S\u0131k Kar\u015f\u0131la\u015f\u0131lan Sorunlar ve \u00c7\u00f6z\u00fcmleri<\/h3>\n
Redis y\u00f6netimi s\u0131ras\u0131nda kar\u015f\u0131la\u015f\u0131labilecek baz\u0131 yayg\u0131n sorunlar ve bunlara y\u00f6nelik \u00e7\u00f6z\u00fcmler.<\/p>\n
Bellek Yetmezli\u011fi (OOM – Out Of Memory) Hatalar\u0131<\/h4>\n
Redis’in maxmemory<\/code> s\u0131n\u0131r\u0131na ula\u015ft\u0131\u011f\u0131nda ve se\u00e7ilen tahliye politikas\u0131 anahtarlar\u0131 silemedi\u011finde (\u00f6rne\u011fin noeviction<\/code> politikas\u0131 se\u00e7iliyken), yazma i\u015flemleri hata verebilir.<\/p>\n
*   \u00c7\u00f6z\u00fcm<\/strong>:
\n    *   maxmemory<\/code> de\u011ferini art\u0131r\u0131n (sunucunuzun fiziksel belle\u011fi izin veriyorsa).
\n    *   Daha agresif bir maxmemory-policy<\/code> se\u00e7in (\u00f6rne\u011fin allkeys-lru<\/code> veya volatile-lru<\/code>).
\n    *   B\u00fcy\u00fck anahtarlar\u0131 tespit edip silin veya optimize edin (redis-cli --bigkeys<\/code>).
\n    *   Kullan\u0131lmayan anahtarlara TTL atay\u0131n.
\n    *   Redis verilerini sharding (par\u00e7alama) yoluyla birden fazla Redis \u00f6rne\u011fine da\u011f\u0131t\u0131n.<\/p>\n
Performans Darbo\u011fazlar\u0131<\/h4>\n
Yava\u015f komut y\u00fcr\u00fctme, y\u00fcksek gecikme veya sunucunun yan\u0131t vermemesi gibi durumlar.<\/p>\n
*   \u00c7\u00f6z\u00fcm<\/strong>:
\n    *   KEYS<\/code> yerine SCAN<\/code> kullan\u0131n.
\n    *   B\u00fcy\u00fck anahtarlar\u0131 par\u00e7alara ay\u0131r\u0131n veya silin (UNLINK<\/code>).
\n    *   INFO commandstats<\/code> ile en \u00e7ok zaman alan komutlar\u0131 belirleyin ve optimize edin.
\n    *   Pipelining kullanarak a\u011f gecikmesini azalt\u0131n.
\n    *   Redis sunucusunun CPU ve a\u011f kaynaklar\u0131n\u0131n yeterli oldu\u011fundan emin olun.
\n    *   SLOWLOG GET<\/code> komutuyla yava\u015f \u00e7al\u0131\u015fan komutlar\u0131 tespit edin.
\n    *   Uygulaman\u0131z\u0131n Redis ile olan ba\u011flant\u0131lar\u0131n\u0131 do\u011fru y\u00f6netti\u011finden emin olun (ba\u011flant\u0131 havuzlar\u0131).<\/p>\n
Anahtar \u00c7ak\u0131\u015fmalar\u0131 ve Veri Tutarl\u0131l\u0131\u011f\u0131<\/h4>\n
Birden fazla istemcinin ayn\u0131 anahtar \u00fczerinde e\u015f zamanl\u0131 olarak i\u015flem yapmas\u0131 durumunda veri tutars\u0131zl\u0131klar\u0131 olu\u015fabilir.<\/p>\n
*   \u00c7\u00f6z\u00fcm<\/strong>:
\n    *   Atomik i\u015flemler i\u00e7in INCR<\/code>, HINCRBY<\/code> gibi komutlar\u0131 kullan\u0131n.
\n    *   MULTI<\/code>\/EXEC<\/code> ile Redis i\u015flemlerini kullan\u0131n.
\n    *   WATCH<\/code> komutuyla iyimser kilitleme (optimistic locking) uygulay\u0131n.
\n    *   Anahtar adland\u0131rma stratejinizle \u00e7ak\u0131\u015fmalar\u0131 \u00f6nleyin (\u00f6rne\u011fin, benzersiz ID’ler kullan\u0131n).
\n    *   SETNX<\/code> (Set if Not Exists) veya HSETNX<\/code> gibi “set if not exists” komutlar\u0131n\u0131 kullanarak anahtar\u0131n zaten var olup olmad\u0131\u011f\u0131n\u0131 kontrol edin.<\/p>\n
Veri Kayb\u0131 Senaryolar\u0131<\/h4>\n
Yanl\u0131\u015fl\u0131kla FLUSHALL<\/code> \u00e7al\u0131\u015ft\u0131rma, donan\u0131m ar\u0131zas\u0131 veya yanl\u0131\u015f yap\u0131land\u0131rma nedeniyle veri kayb\u0131 ya\u015fanabilir.<\/p>\n
*   \u00c7\u00f6z\u00fcm<\/strong>:
\n    *   FLUSHALL<\/code> ve FLUSHDB<\/code> gibi komutlar\u0131 \u00fcretim ortam\u0131nda devre d\u0131\u015f\u0131 b\u0131rak\u0131n veya yeniden adland\u0131r\u0131n.
\n    *   Sa\u011flam bir RDB ve AOF yedekleme stratejisi uygulay\u0131n.
\n    *   Yedeklemeleri d\u00fczenli olarak test edin ve farkl\u0131 konumlarda saklay\u0131n.
\n    *   Redis Cluster veya Sentinel ile y\u00fcksek eri\u015filebilirlik ve otomatik failover (devir teslim) sa\u011flay\u0131n.<\/p>\n
Sonu\u00e7<\/h3>\n
Redis, modern uygulamalar i\u00e7in vazge\u00e7ilmez bir ara\u00e7t\u0131r ve veritabanlar\u0131 ile anahtarlar\u0131n\u0131n do\u011fru y\u00f6netimi, bu g\u00fcc\u00fcn kilidini a\u00e7man\u0131n anahtar\u0131d\u0131r. Bu rehberde ele al\u0131nan veritaban\u0131 se\u00e7imi, anahtar adland\u0131rma stratejileri, TTL y\u00f6netimi, SCAN<\/code> kullan\u0131m\u0131, bellek optimizasyonu, g\u00fcvenlik uygulamalar\u0131 ve sorun giderme teknikleri, Redis ortam\u0131n\u0131z\u0131 sa\u011flam, performansl\u0131 ve s\u00fcrd\u00fcr\u00fclebilir k\u0131lmak i\u00e7in temel ta\u015flard\u0131r. D\u00fczenli izleme, proaktif bak\u0131m ve en iyi uygulamalara ba\u011fl\u0131 kalmak, Redis’ten en iyi \u015fekilde yararlanman\u0131z\u0131 sa\u011flayacakt\u0131r.<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"Redis Veritabanlar\u0131 ve Anahtarlar\u0131n\u0131 Y\u00f6netme Rehberi\nRedis, y\u00fcksek performansl\u0131, a\u00e7\u0131k kaynakl\u0131, bellek i\u00e7i bir veri yap\u0131s\u0131 sunucusudur. G","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"csco_page_header_type":"","csco_page_load_nextpost":"","csco_page_subscribe_form":"","csco_page_contact_form":"","footnotes":""},"categories":[1404],"tags":[],"class_list":{"0":"post-38125","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-redis","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"\nRedis Veritabanlar\u0131 ve Anahtarlar\u0131n\u0131 Y\u00f6netme Rehberi - Kodlar\u0131n Gizemli D\u00fcnyas\u0131<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/fatihsoysal.com\/blog\/redis-veritabanlari-ve-anahtarlarini-yonetme-rehberi\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Redis Veritabanlar\u0131 ve Anahtarlar\u0131n\u0131 Y\u00f6netme Rehberi\" \/>\n<meta property=\"og:description\" content=\"Redis Veritabanlar\u0131 ve Anahtarlar\u0131n\u0131 Y\u00f6netme Rehberi Redis, y\u00fcksek performansl\u0131, a\u00e7\u0131k kaynakl\u0131, bellek i\u00e7i bir veri yap\u0131s\u0131 sunucusudur. 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