Redisの調査についてとrmlp

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Redisͷௐࠪʹ͍ͭͯͱ rmlp shibuya.go#2 3/22

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ࣗݾ঺հ • @Konboi • ໘ന๏ਓΧϠοΫ • ϞόΠϧήʔϜͷ։ൃͱӡ༻

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ࠓ೔࿩͢ࣄ • Redisͷௐࠪ • CPU͕ • ϝϞϦ͕ • 1୆Ͱ͸ • rmlpʹ͍ͭͯ

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ࠓ೔࿩͞ͳ͍ࣄ • Redisʹ͍ͭͯͷ࿩ • Redisͷνϡʔχϯά • GoΛ࢖ͬͯͷRedisͷૢ࡞

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RedisΛۀ຿Ͱ࢖ͬͯΔ ͱ͍͏ํ ✋

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Redisͷௐࠪʹ͍ͭͯ

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ͷલʹ

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ӡ༻͍ͯ͠ΔҊ݅Ͱ RedisͷCPU͕͜ͷ༷ʹ ͳͬͨܦݧ͸͋Γ·͔͢

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ಥൃతʹ͕͋ΔCPUෛՙ

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໷ʹͳΔʹͭΕ͕ͯ͋Δ CPUෛՙ

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೔ʹ೔ʹߴ͘ͳΔCPUෛՙ

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!!!

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ා͍Ͱ͢Ͷ

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ͱ͍͏͜ͱͰຊ୊

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CPUͷෛՙ͕ߴ͍࣌

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CPUͷෛՙ͕ߴ͍࣌ • ͳʹ͔ॏ͍ॲཧ͕ߦΘΕ͍ͯΔ֬཰͕ߴ͍Ͱ͢ • Redis͸γϯάϧεϨουͳͷͰॏ͍ॲཧ͕͋ΔͱͦΕ͕ऴΘ Δ·Ͱଞͷॲཧ͸଴ͨ͞ΕͯͭΒ͍ • ॏ͍ͱ͍ͬͯ਺ϛϦඵͰॲཧ͸ऴΘΔͷͰؾ͖ͮʹ͍͘ • devͩͱΞΫηε͕গͳ͍ͷͰ࿐ఄ͠ʹ͍͘

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Ͳ͏͢Δ...

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slow logΛݟ·͠ΐ͏

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# ࠓճ͸ݕূͷͨΊ slowlogͷ৚݅Λ10microඵʹ͍ͯ͠·͢ $ redis-cli -h slowlog get 1) 1) (integer) 34990 2) (integer) 1457071463 3) (integer) 11 4) 1) "slowlog" 2) "get" 3) "1" ... 3) 1) (integer) 34988 2) (integer) 1457071448 3) (integer) 51 4) 1) "slowlog" 2) "get" 3) "5"

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ݟํ 1) 1) (integer) 34990 2) (integer) 1457071463 3) (integer) 11 4) 1) "slowlog" 2) "get" 3) "1" 1) 1) slowlogͷID 2) ࣮ߦऴྃ࣌ͷtimestamp(UNIXඵ) 3) ࣮ߦ࣌ؒ(microඵ) 4) ࣮ߦίϚϯυͱΦϓγϣϯ

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CPUͷෛՙ͕ߴ͍࣌ • ͍͍ͩͨ͜ΕͰ஗͍(ෛՙͷߴ͍)ίϚϯυ͕෼͔Δ͸ͣͰ͢ • ޙ͸֘౰ͷιʔείʔυΛ௚͠·͠ΐ͏ • ܦݧ্ keys * ΍େྔͷσʔλಉ࢜ͰͷUNION ΍ DIFF Λ͢Δ ͱCPUͷෛՙ͕άϯάϯ্͕Γ·͢

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ϝϞϦ

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೔ʹ೔ʹ૿͑Δσʔλྔ

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͜ΕͰ͸͋ͱX೔Ͱ༰ྔ ͷݶքΛܴ͑ͯ͠·͏

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!!!

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dumpΛऔΓ rdb tool Λ࢖ͬͯௐࠪ͠·͠ΐ͏

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rdb tool ͱ͸ • sripathikrishnan/redis-rdb-tools • Rdbtools is a parser for Redis' dump.rdb ﬁles. • python੡ • rdbϑΝΠϧ͔Βσʔλͷ༷ʑͳ৘ใΛग़ྗͰ͖Δπʔϧ

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αϯϓϧ dump͸slaveͳͲ͔ΒऔΓ·͠ΐ͏ # αʔόʔ͔Βdump $ redis-cli -h --rdb dump.rdb # memoryͱkeyΛग़ྗ $ rdb -c memory dump.rdb > dump_memory.csv # memoryͷେ͖͞ॱʹsort $ cat dump_memory.csv | awk -F "," '{print $4 "\t" $3'} | sort -n

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ϝϞϦ • ༰ྔॱʹstore͞Ε͍ͯΔσʔλ͕Θ͔ΔͷͰ֘౰ͷσʔλΛ ফ͢ • ඞཁແ͘ͳͬͨσʔλΛ࡟আ͢Δ • ܦݧ্ temporary తͳσʔλ͕࢒͍ͬͯΔࣄ͕ଟ͍ • SET "EX" • ͳͲexpire͢Δ࣌ؒΛ͜·Ίʹࢦఆ • ফ͜͠Έॲཧ͕࣮૷͞Ε͍ͯΔ͔֬ೝ

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͖ͪΜͱফ͜͠ΈΛߦ͏ Α͏ʹͨ݁͠Ռ

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! ! !

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ͦΕͰ΋1୆Ͱ͸ݶք͕...

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໾ׂ͝ͱʹෳ਺୆ʹ͠Α͏ʂ

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໾ׂ͝ͱʹෳ਺୆ʹ͠Α͏ • session༻ • cache༻ • ϥϯΩϯά࡞੒༻ • ͳͲͳͲ

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Ͱ΋ͪΐͬͱ଴ͬͯ ✋

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ͦͷ෼ׂຊ౰ʹޮ͘...?

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ͦͷ෼ׂຊ౰ʹޮ͘...? • $ redis-cli slowlog get Ͱ͸஗͍ίϚϯυ͕Θ͔Δ • rdb tool Ͱ৭ʑղੳͰ͖Δ • ͜Ε͚ͩͰ͸Ŋ֤keyͷར༻ස౓·Ͱ͸෼͔Βͳ͍ • ಛఆͷΠϕϯτͷ͚࣌ͩଟ͍͔΋͠Εͳ͍ • ͋Δkeyͷ࣮ߦ͕΄͔ͷkeyͷ10ഒҎ্͔΋͠Εͳ͍ • ͳͲ

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redis-cli monitor

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redis-cli monitor $ redis-cli monitor 1457077479.354522 [0 127.0.0.1:59247] "INCR" "counter:__rand_int__" 1457077479.354621 [0 127.0.0.1:59247] "INCR" 1457077479.352548 [0 127.0.0.1:59245] "SET" "key:__rand_int__" "xxx""counter:__rand_int__" 1457077479.354852 [0 127.0.0.1:59248] "LPUSH" "mylist" "xxx" 1457077479.352812 [0 127.0.0.1:59245] "SET" "key:__rand_int__" "xxx" 1457077479.354522 [0 127.0.0.1:59247] "INCR" "counter:__rand_int__" 1457077479.354621 [0 127.0.0.1:59247] "INCR" "counter:__rand_int__" 1457077479.354852 [0 127.0.0.1:59248] "LPUSH" "mylist" "xxx" 1457077479.353138 [0 127.0.0.1:59245] "SET" "key:__rand_int__" "xxx" ݱࡏ࣮ߦ͞Ε͍ͯΔίϚϯυ਺͕෼͔Δ एׯෛՙ͕͕͋ΔͷͰؾΛ͚࣮ͭͯߦ͍ͯͩ͘͠͞

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1457077479.354852 [0 127.0.0.1:59248] "LPUSH" "mylist" "xxx" 1457077479.354956 [0 127.0.0.1:59248] "LPUSH" "mylist" "xxx" [ ] ͳͷͰ2ߦ໨͔Β1ߦͷtimestampΛҾ͚͹1ߦ໨ͷ࣮ߦ࣌ؒ ͕Θ͔Δ (ݫີͰ͸ͳ͍)

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ίϚϯυϥΠϯͰ΍Δͱ $ awk 'function fetchcommand() { c =""; for (i = 4; i < NF; i++) { c = c " " $i }; c = c " " $NF; return c } NR==1 { time=$1; command=fetchcommand() } NR!=1 { print command, $1-time; time=$1; command=fetch_command(); }' /tmp/redis.log surported by @tkuchiki

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ίϚϯυʹ͠·ͨ͠

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΍ͬͱGoͷ࿩Λ ͪΐΖͬͱ͠·͢

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rmlp

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rmlp • Konboi/rmlp • Redis Monitor Log Proﬁler • Go੡ • ઌ΄ͲͷlogΛݟ΍͍͢ܗʹ੔ܗ • ίϚϯυͷ ฏۉॱ ࣮ߦॱ ࣮ߦճ਺ॱ ͰιʔτՄೳ

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$ redis-cli monitor > redis-monitor.log $ rmlp -f redis-monitor.log Overall Stats ================================== LineCount 15000 Commands Rate ================================== LRANGE 4000 PING 2000 ... Heavy Commands ================================== Command Sum(msec) LRANGE 0.803558 PING 0.106445 ... Slowest Calls ================================== KEY Count Max(msec) Avg(msec) PING 2000 0.001511 0.000053 LRANGE mylist 4000 0.001358 0.000201

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rmlp • खݩ(Mac)Ͱσόοάͯ͠Ϗϧυ͢Ε͹ຊ൪(EC2)Ͱಈ͘࠷ߴ • Ͳͷkey͕Ͳͷఔ౓ͷස౓Ͱൃߦ͞Ε͍ͯΔͷ͔೺ѲͰ͖Δ • ࿈ଓతʹredis͕ར༻͞Ε͍ͯͳ͍ͱਖ਼֬ͳܭଌ͕Ͱ͖ͳ͍ • ࣍ͷίϚϯυͷ։࢝࣌ؒΛݩʹ࣮ߦ࣌ؒΛग़͍ͯ͠ΔͨΊ • ෼͚Δඞཁੑ͕͋Δͷ͔ͷ൑அࡐྉʹ͸Ͱ͖Δ͔ͳͱ

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rmlp • facebookarchive/redis-faina • python੡ • hirose31/redis-trafﬁc-stats • tcpdump࣮ͯ͠ߦ࣌ؒͱස౓Λܭଌ͢Δπʔϧ΋͋Δ

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஫ҙࣄ߲ • ࠓճग़ͨ͠ௐࠪͷྫ͸͋͘·ͰҰྫͰ͢ͷͰଞʹ΋ௐࠪํ๏ ͸͋Δͱࢥ͍·͢ • dumpͱ͔͸ෛՙͰ࣮αʔϏε͕Өڹͳ͍ঢ়گͰͦ͏ͧ !