Laravel でも非同期処理が扱える！？ PHP 8 から初める非同期処理〜Laravel Octane〜

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Ί΋Γʔ -BSBWFMͰ΋ඇಉظॲཧ͕ѻ͑Δʂʁ 1)1͔ΒॳΊΔඇಉظॲཧ ʙ-BSBWFM0DUBOFʙ 1)1ΧϯϑΝϨϯε 1

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@2020 Torana, Inc. @2020 Torana, Inc. Ί΋Γʔ ϓϩμΫτ։ൃ෦ Ϛωʔδϟʔ݉ςοΫϦʔυ 1)1Ͱ+7.Λ࣮૷ͨ͠ΓຊΛॻ͍ͯͨΓ ͯ͠·͢ɻೕ༮ࣇ޲͚஌ҭ؝۩ͷαϒεΫϦ ϓγϣϯαʔϏεΛఏڙ͢Δ5PSBOBͱ͍͏ ձࣾʹ͍·͢ !NNS 2

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@2020 Torana, Inc. <13>ձࣾʹ͍ͭͯ ͓͔͛͞·Ͱฐࣾͷ஌ҭ؝۩αϒεΫϦϓγϣϯαʔϏεʮτΠαϒʂʯ ͝ར༻͍͍͍ͨͩͯΔ͓٬༷͸໿ ਓͱͳΓ·ͨ͠ʂ   ຊ1)1ΧϯϑΝϨϯεͰ΋εϙϯαʔυΛ͓ͯ͠Γ·͢ɻ 0 2500 5000 7500 10000 2015 2016 2018 2020 2021 3

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@2020 Torana, Inc. ͓͠ͳ͕͖ -BSBWFM0DUBOFͱ͸ʁ Կ͕Ͱ͖Δͷʁ ࠓ·Ͱͱ͸Կ͕ҧ͏ͷʁ ϓϩμΫγϣϯ؀ڥ·ͰͷಓͷΓ 4

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-BSBWFM0DUBOFͱ͸ʁ 5

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@2020 Torana, Inc. -BSBWFM0DUBOFͱ͸ʁ ߴੑೳͳΞϓϦέʔγϣϯɾαʔόʔΛఏڙ͢ΔͨΊͷ-BSBWFMͷͨΊ ͷϥΠϒϥϦͰ͢ɻ ΞϓϦέʔγϣϯɾαʔόʔͷछྨ͸3PBE3VOOFS·ͨ͸4XPPMFΛ   બ୒ͯ͠࢖༻͢Δ͜ͱ͕Ͱ͖·͢ɻ 6

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@2020 Torana, Inc. -BSBWFM0DUBOFͱ͸ʁ ͦͯ྆͠ऀ͸ɺϓϩμΫγϣϯϨσΟͰ͋Δͱᨳ͍ͬͯ·͢ɻ 7

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@2020 Torana, Inc. -BSBWFM0DUBOFͱ͸ʁ A0DUBOFDPODVSSFOUMZA ฒߦॲཧ ΍A0DUBOFUJDLA +BWB4DSJQUͷ TFU*OUFSWBMͷΑ͏ͳ΋ͷ ͕ఏڙ͞Ε͓ͯΓɺ೉ͳ͘࢖༻Ͱ͖·͢ɻ ·ͨσʔλϕʔε΍,74Λܦ༝ͤͣʹɺϝϞϦ্ʹϦΫΤετؒͰͷ σʔλΛڞ༗͢ΔͨΊͷA$BDIFTUPSF PDUBOF A΋༻ҙ͞Ε͓ͯΓɺ ωοτϫʔΫ*0Λߟྀ͢Δඞཁ͕ͳ͍ͨΊɺߴ଎ͳσʔλͷग़͠ೖΕ ͕Մೳʹͳ͍ͬͯ·͢ɻ 8

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@2020 Torana, Inc. -BSBWFM0DUBOFͱ͸ʁ 3PBE3VOOFSͱ͸ʁ (P੡ΞϓϦέʔγϣϯɾαʔόʔͰߴ଎ʹ1)1ΛॲཧΛ͢Δͨ Ίͷ΋ͷͰ͢ɻ ༧Ίىಈͯ͋͠Δ1)1ϫʔΧʔ΁ϦΫΤετ͕དྷͨ࣌ʹ31$Λ ༻͍Δ͜ͱͰɺॲཧͨ݁͠ՌΛϨεϙϯεͱͯ͠ฦ͢࢓૊ΈͰ͢ɻ ༧Ίϓϩηε͕ىಈ͍ͯ͠ΔͨΊʢ͍ΘΏΔϓϩηε͕ϓʔϧ͞Ε ͍ͯΔঢ়ଶʣɺॳճىಈίετΛݮΒ͠ɺϦΫΤετΛߴ଎ʹࡹ ͘͜ͱ͕Ͱ͖Δͷ͕ಛ௃Ͱ͢ɻ ࢀর: https://roadrunner.dev/docs/intro-about 9

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@2020 Torana, Inc. -BSBWFM0DUBOFͱ͸ʁ 3PBE3VOOFSͱ͸ʁ ಋೖࣗମ΋͞΄Ͳ೉͘͠ͳ͘ɺͦͯ͠1)1ͷ֦ுΛඞཁͱ͠ͳ ͍ͨΊɺ੍ݶͷ͋Δ؀ڥԼͰ΋ಋೖ͕༰қͰ͢ɻ ࢀর: https://roadrunner.dev/docs/intro-about 10

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@2020 Torana, Inc. -BSBWFM0DUBOFͱ͸ʁ 4XPPMFͱ͸ʁ 1)1ͰฒߦॲཧɺฒྻॲཧͳͲΛఏڙ͢ΔͨΊͷ   1)1ͷ֦ுͷͭͰ͢ɻ 1)1͔Β'JCFS͕औΓೖΕΒΕ͍ͯ·͕͢'JCFSΑΓ΋   ؆қతʹ࢖༻Ͱ͖ΔϥΠϒϥϦͰ͢ɻ ༻్ͱͯ͠͸ΞϓϦέʔγϣϯɾαʔόʔʹཹ·Βͣɺ   ؆୯ͳεΫϦϓτ͔Βॏ͍ͨόονॲཧͳͲʹ΋޲͍͍ͯ·͢ɻ ࢀর: https://www.swoole.co.uk/article/php- fi bers-rfc-vs-swoole-co https://www.swoole.co.uk/ 11

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@2020 Torana, Inc. -BSBWFM0DUBOFͱ͸ʁ 4XPPMFͱ͸ʁ (PϥΠΫʹAHP GO Aͱॻ͘ͱɺ4XPPMF୯ମͰඇಉ ظʹॲཧ͕ՄೳͰ͢ɻ (Pʹ͋Δ8BJU(SPVQ΍$IBOOFMͳͲ΋උ͑ΒΕ͓ͯΓɺ -BSBWFM0DUBOF͚ͩͷ༻్ʹཹ·Βͳ͍΄Ͳͷ   ϙςϯγϟϧ͕ߴ͍ϥΠϒϥϦͰ͢ɻ ࢀর: https://www.swoole.co.uk/article/php- fi bers-rfc-vs-swoole-co https://www.swoole.co.uk/ 12

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Կ͕Ͱ͖Δͷʁ 13

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@2020 Torana, Inc. -BSBWFM0DUBOFͰԿ͕Ͱ͖Δͷʁ ैདྷͷ/(*/91)1'1.ͷ૊Έ߹Θͤ΍"QBDIFNPE@QIQͳͲͷ૊Έ߹ ΘͤͰ͸ͳ͘ɺߴੑೳΞϓϦέʔγϣϯɾαʔόʔΛ࢖͏͜ͱͰɺࠓ·ͰҎ্ʹ ύϑΥʔϚϯεೳྗͷߴ͍αʔϏεΛ1)1Ͱఏڙ͢Δ͜ͱ͕Ͱ͖ΔΑ͏ʹͳΓ ·͢ɻ ·ͨ3PBE3VOOFSͩͱ-BSBWFM0DUBOF͸ػೳʹେ෯ͳ੍ݶ͕͋Γ·͕͢ɺΞϓ ϦέʔγϣϯɾαʔόʔͷछྨΛ4XPPMFͱ͢Δ͜ͱͰɺ   ࣍ͷϖʔδͷΑ͏ͳԸܙΛڗडͰ͖·͢ɻ ্هͷΑ͏ͳཧ༝΋͋ΓɺຊτʔΫ͸-BSBWFM0DUBOFͱ4XPPMFΛத৺ʹ   ৄղ͍͖ͯ͠·͢ɻ 14

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@2020 Torana, Inc. -BSBWFM0DUBOFͰԿ͕Ͱ͖Δͷʁ 4XPPMF͕ఏڙ͍ͯ͠Δαʔόʔ )551 ؚΉ αʔόʔ 8FC4PDLFUαʔόʔ 5$16%1αʔόʔ .255αʔόʔ -BSBWFM0DUBOF͸4XPPMFͷҎԼͷػೳΛ࢖༻͍ͯ͠·͢ )551 ؚΉ αʔόʔ 15

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@2020 Torana, Inc. -BSBWFM0DUBOFͰԿ͕Ͱ͖Δͷʁ ͳ͓MBSBWFMTXPPMFͱ͍͏ϓϩδΣΫτͰ͸)551αʔόʔҎ֎ʹ΋ʜ 8FC4PDLFUαʔόʔ 4XPPMFͷλεΫϫʔΧʔΛ༻͍ͯΩϡʔαʔόʔͷ࣮૷ ্هΛ-BSBWFM্Ͱར༻Մೳʹ͍ͯ͠·͢ɻ 16

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@2020 Torana, Inc. -BSBWFM0DUBOFͰԿ͕Ͱ͖Δͷʁ 0DUBOFDPODVSSFOUMZ ฒߦॲཧΛѻ͏ͨΊͷػೳͰ͢ɻத਎ࣗମ͸)551ϦΫΤετΛ   λεΫαʔόʔͱݺ͹ΕΔ΋ͷͰॲཧΛͤ͞Δ࣮૷ʹͳ͍ͬͯ·͢ɻ   ಺෦Ͱ4XPPMFͷDPSPVUJOF͸࢖༻͞Ε͍ͯ·ͤΜɻ 0DUBOFUJDL Ұఆ࣌ؒޙʹίʔϧόοΫΛ࣮ߦ͢ΔͨΊͷ࢓૊ΈΛఏڙ͍ͯ͠· ͢ɻ+BWB4DSJQUͰ͍͏ͱ͜ΖͷTFU*OUFSWBMͱಈ࡞͕ࣅ͍ͯ·͢ɻ 17

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@2020 Torana, Inc. -BSBWFM0DUBOFͰԿ͕Ͱ͖Δͷʁ $BDIFTUPSF PDUBOF ΩϟογϡΛσʔλϕʔε΍,74Ͱ͸ͳ͘ϝϞϦ্ʹஔͨ͘Ίͷ΋ͷ Ͱ͢ɻ࣮૷ࣗମ͸0DUBOFUBCMFͱେࠩͳ͘4XPPMFa5BCMFΛ༻͍ͯ ࣮૷͞Ε͍ͯ·͢ɻ 0DUBOFUBCMF ϋΠύϑΥʔϚϯεʹϝϞϦ্ʹσʔλΛอ࣋ɾऔಘ͢ΔͨΊͷ   ࢓૊ΈΛఏڙ͍ͯ͠·͢ɻ 18

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ࠓ·Ͱͱ͸Կ͕ҧ͏ͷʁ 19

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ैདྷ 20

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@2020 Torana, Inc. ϩʔυόϥϯαʔ΍ϦόʔεϓϩΩγͳͲΛ໨తͱͯ͠/(*/9 ͱͦͷόοΫʹ1)1'1.͕͋Δߏ੒ɻ ࠓ·Ͱͱ͸Կ͕ҧ͏ͷ͔ ैདྷ 21 ϦΫΤετ Ϩεϙϯε PHP-FPM ʹྲྀ͢ PHP Ͱॲཧ Ϩεϙϯε Ϩεϙϯε

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@2020 Torana, Inc. ࠓ·Ͱͱ͸Կ͕ҧ͏ͷ͔ ैདྷ 22 "QBDIFNPE@QIQͷΑ͏ͳΑ͘ݟΒΕΔߏ੒Ͱ͢ɻ   "QBDIFͷखલʹϩʔυόϥϯαʔ͕ډͨΓ͠·͢ɻ ϦΫΤετ PHP Ͱॲཧ Ϩεϙϯε Ϩεϙϯε

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-BSBWFM0DUBOF 23

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@2020 Torana, Inc. ࠓ·Ͱͱ͸Կ͕ҧ͏ͷ͔ -BSBWFM0DUBOF 24 1)1'1.Λ-BSBWFM0DUBOFʹஔ͖׵͑Δ͜ͱʹͳΓ·͢ɻ   /(*/9Ͱ͸GBTUDHJͰ͸ͳ͘ϦόʔεϓϩΩγΛ࢖͏͜ͱʹͳΓ·͢ɻ ϦΫΤετ Ϩεϙϯε ϦόʔεϓϩΩγ Ϩεϙϯε PHP Ͱॲཧ Ϩεϙϯε

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@2020 Torana, Inc. ࠓ·Ͱͱ͸Կ͕ҧ͏ͷ͔ -BSBWFM0DUBOF 25 "QBDIF͕-BSBWFM0DUBOFʹมΘΓ·͢ɻ ϦΫΤετ PHP Ͱॲཧ Ϩεϙϯε Ϩεϙϯε

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ϓϩμΫγϣϯ؀ڥ·ͰͷಓͷΓ 26

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%*ͷରԠ 27

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@2020 Torana, Inc. ϓϩμΫγϣϯ؀ڥ·ͰͷಓͷΓ %*ͷରԠ -BSBWFM0DUBOFΛ࢖༻͢Δࡍʹ஫ҙ͢΂͖఺ͷҰͭͱͯ͠ɺ%*ͷ ରԠ͕ڍ͛ΒΕ·͢ɻ ैདྷͰ͋Ε͹ɺ઀ଓͷͨͼʹ৽͘͠TJOHMFUPO΁ͷొ࿥͕࣮ߦ ͞ΕΔͨΊɺߟྀ͢Δඞཁ͕͋Γ·ͤΜͰͨ͠ɻ ͔͠͠-BSBWFM0DUBOF͸1)1ࣗମ͕Πϕϯτϧʔϓͷର৅ͱͳ ΔͨΊɺຊདྷ1)1ऴྃ࣌ʹಈ࡞͢ΔΑ͏ͳΠϕϯτ͕   ى͜Γ·ͤΜɻ 28

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@2020 Torana, Inc. ϓϩμΫγϣϯ؀ڥ·ͰͷಓͷΓ %*ͷରԠ ͦͷͨΊϦΫΤετ#͕ϦΫΤετ"ͷม਺Λࢀরͯ͠͠·͏ ͜ͱ͕͋Γ͑·͢ɻ 29 γϯάϧτϯ X ϦΫΤετ A Λ࢖͍ͬͯΔ   Πϯελϯε ϦΫΤετ A ϦΫΤετ B γϯάϧτϯX Λࢀর γϯάϧτϯX Λࢀর ↑ ಉ͡γϯάϧτϯΛࢀর ↓ ↑ ϦΫΤετ A ͷॲཧ͕ऴྃͯ͠΋γϯάϧτϯ X ͸࢒Γଓ͚ΔͨΊ ϦΫΤετ B ͕ϦΫΤετ A ޲͚ͷγϯάϧτϯ X Λࢀরͯ͠͠·͏

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@2020 Torana, Inc. ϓϩμΫγϣϯ؀ڥ·ͰͷಓͷΓ %*ͷରԠ ͜ΕΛ๷͙ͨΊʹɺ-BSBWFM0DUBOFެ্ࣜͰ͸ɺγϯάϧτϯ ͱͯ͠ొ࿥͠ͳ͍ͨΊɺΠϯελϯεΛৗʹղܾ͢Δํ๏ΛఏҊ ͍ͯ͠·͢ɻ ฐࣾ͸ͦ΋ͦ΋ଞϦΫΤετͱڞ௨ͯ͠΋͍͍΋ͷҎ֎͸ɺαʔ ϏείϯςφΛ΄΅࢖͍ͬͯͳ͍ͷͰɺ࢖Θͳ͍Α͏ʹ͢Δͱ͍ ͏ελϯεͰ΋໰୊ͳ͍͔ͱࢥ͍·͢ɻ 30

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@2020 Torana, Inc. ϓϩμΫγϣϯ؀ڥ·ͰͷಓͷΓ %*ͷରԠ 31 ࢀর: https://laravel.com/docs/8.x/octane ެ্ࣜͰ͸ҎԼͷΑ͏ʹॻ͖௚͢͜ͱΛਪ঑͍ͯ͠·͢ɻ

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Χʔωϧύϥϝʔλͷௐ੔ 32

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@2020 Torana, Inc. ϓϩμΫγϣϯ؀ڥ·ͰͷಓͷΓ Χʔωϧύϥϝʔλͷௐ੔ 1)1͕Πϕϯτϧʔϓͦͷ΋ͷͰ͋ΔͨΊɺ։͘ϑΝΠϧ͕   ඞવͱଟ͘ͳΔͨΊɺVMJNJU΍TZTDUMͷมߋ͕ඞਢʹͳΓ· ͢ɻ IUUQTXJLJTXPPMFDPNPUIFSTZTDUM 33

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4XPPMFͷઃఆνϡʔχϯά 34

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@2020 Torana, Inc. ϓϩμΫγϣϯ؀ڥ·ͰͷಓͷΓ 4XPPMFͷઃఆνϡʔχϯά 4XPPMFͷઃఆνϡʔχϯά΋"QBDIF΍/(*/9Ͱ͖ͯͨ͠Α͏ͳ νϡʔχϯά͕ඞཁʹͳΓ·͢ɻ ྫ͑͹ͭͷϓϩηε͋ͨΓͰ࢖༻Ͱ͖Δίϧʔνϯͷ্ݶͰ͋ͬͨ ΓɺϦΫΤετͷѹॖ཰ H[JQDPNQSFTTJPO ͳͲઃఆ͕ՄೳͰ͢ɻ ಛʹʮԿճϦΫΤετ͕ߦΘΕͨΒϫʔΧʔΛ࠶ىಈ͢Δ͔ʯͱ͍͏ ઃఆʢNBY@SFRVFTUʣ͸ɺϑΝΠϧͷΦʔϓϯ਺΍ϝϞϦ࢖༻཰ʹ΋ Өڹ͢ΔͨΊඞਢͰ͢ɻ 35

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ϝϞϦϦʔΫରࡦ 36

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@2020 Torana, Inc. ϓϩμΫγϣϯ؀ڥ·ͰͷಓͷΓ ϝϞϦϦʔΫରࡦ 1)1͕ৗʹىಈ͍ͯ͠ΔͨΊɺ੩తϑΟʔϧυʹ஋Λ૿΍ͯ͠ ͍͘Α͏ͳίʔυ͕͋Δ৔߹ɺϝϞϦϦʔΫ͕ى͜Γ͑·͢ɻ   ྫ͑͹ҎԼͷΑ͏ͳίʔυͰ͢ɻ 37

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@2020 Torana, Inc. ϓϩμΫγϣϯ؀ڥ·ͰͷಓͷΓ ϝϞϦϦʔΫରࡦ ͜ͷΑ͏ͳ৔߹ANFNPSZ-FBL7BMVFTA͕ແݶʹ૿͍͖͑ͯ· ͢ɻ ͦͷͨΊɺͲ͔͜ͷλΠϛϯάͰANFNPSZ-FBL7BMVFTAΛۭʹ ͯɺղ์͢ΔΑ͏ͳॲཧ͕ඞཁʹͳΓ·͢ɻ ΋ͪΖΜ͜͏͍͏༻్Ҏ֎Ͱ΋ى͜ΓಘΔͷͰɺଞݴޠಉ༷ɺৗ ʹม਺͕ϝϞϦ͔Βղ์͞ΕΔ͔Ͳ͏͔Λࢥྀ͢Δඞཁ͕͋Γ· ͢ɻ๨ΕΔͳVOTFUɻ 38

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ͦͷଞ 39

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@2020 Torana, Inc. ϓϩμΫγϣϯ؀ڥ·ͰͷಓͷΓ ͦͷଞ ࣮͸-BSBWFM0DUBOFͰ͸FOBCMF@DPSPVUJOFGBMTF ˞ ͱͳͬ ͍ͯΔͨΊ4XPPMFඋ͑෇͚ͷDPSPVUJOFΛ࢖͏͜ͱ͕Ͱ͖·ͤ Μɻ ୅ΘΓʹ0DUBOFDPODVSSFOUMZ͕༻ҙ͞Ε͍ͯ·͢ɻ FOBCMF@DPSPVUJOFΛ༗ޮʹ͢Δͱɺσʔλϕʔε΍,74ͳͲ ͷίωΫγϣϯϦιʔε͕յΕͨΓηογϣϯ͕ଞϦΫΤετ ͱೖΕସΘΔͳͲ͕ى͜Γ·͢ɻ 40 ࢀর: https://github.com/laravel/octane/blob/64a1c3c2ac191581dd73b486463e707f56984e6b/src/Commands/StartSwooleCommand.php#L124

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@2020 Torana, Inc. ϓϩμΫγϣϯ؀ڥ·ͰͷಓͷΓ ͦͷଞ YEFCVHຊମ͕ೖΕΒΕͳ͍ ୅ΘΓʹTEFCVHͱ͍͏ͷ͕͋Δ͕BSDIJWFEʹͳ͍ͬͯ ΔɻͪͳΈʹ1)1ͩͬͨΒಈ͕͘Ҏ্͸ಈ͔ͳ ͍ɻ TXPPMFZBTEͱ͍͏ͷΛೖΕΔඞཁ͕͋Δ ΊͪΌͪ͘Ό஗͘ͳΔ 41

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@2020 Torana, Inc. ϓϩμΫγϣϯ؀ڥ·ͰͷಓͷΓ ͦͷଞ /FXSFMJD"1.͕ೖΕΒΕͳ͍ ೖΕΒΕͳ͍ͱ͍͏ΑΓ΋4XPPMFͰ΄͔ͬͨ͠ύϑΥʔϚ ϯε͕ಘΒΕͳ͘ͳΔ %BUBEPH"1.ͳͲ΋ಉ༷ɻཁ͸طଘͷؔ਺ΛϑοΫ͢ΔΑ ͏ͳαʔυύʔςΟͷಋೖ͕೉͍͠ɻͦͷͨΊɺ   ฐࣾ͸%BUBEPH"HFOUͷΈΛ࢖༻͍ͯ͠·͢ɻ 42

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@2020 Torana, Inc. ϓϩμΫγϣϯ؀ڥ·ͰͷಓͷΓ ͦͷଞ /FXSFMJD"1.͕ೖΕΒΕͳ͍ ࢒೦ͳ͕Βฐࣾ͸ݹయతͳํ๏ͰɺϘτϧωοΫʹͳ͍ͬͯ ΔՕॴΛվम͢ΔελΠϧʹͳ͍ͬͯ·͢ɻ TNJDSPUJNF USVF ͱWBS@EVNQ NJDSPUJNF USVF T Ͱғ͏΍ͭͰ͢ɻ 43

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@2020 Torana, Inc. ϓϩμΫγϣϯ؀ڥ·ͰͷಓͷΓ ͦͷଞ 4XPPMFWܥͱWܥͰେ෯ͳࠩҟ͕͋Δ WܥͩͱD63-Λ࢖͏ϥΠϒϥϦʢBXTTEL (V[[MFͳͲʣ͕͏·͘ಈ࡞͠·ͤ Μɻ ٯʹWͰ1)1Ҏ߱ʢ1)1ؚΉʣͩͱಈ࡞͠·ͤΜɻ1)1ͩͱ ಈ࡞Λ͢Δͱ͍ͬͨෆ۩߹͕͋Γ·͢ɻ ฐࣾͰ͸1)1 4XPPMFWܥΛ࢖༻͍ͯ͠·͢ɻ ઌ೔मਖ਼͞Εͯɺ1)1 4XPPMFWܥΛ࢖༻͢ΔΑ͏ʹ͠·ͨ͠ɻ   ʢࠓظதʹ1)1΁Ҡߦ༧ఆʣ 44

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࣮ࡍʹϓϩμΫγϣϯͰӡ༻ͯ͠Έͯ 45

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@2020 Torana, Inc. ࣮ࡍʹϓϩμΫγϣϯͰӡ༻ͯ͠Έͯ ฐࣾ͸-BSBWFM0DUBOFͰ͸ͳ͘MBSBWFMTXPPMFΛ࢖༻͍ͯ͠·͢ɻ ʢ։ൃ౰ॳɺ-BSBWFM0DUBOF͸ੈʹଘࡏ͍ͯ͠ͳ͔ͬͨͨΊʣ ฐࣾͰ͸MBSBWFMTXPPMFͰίϧʔνϯΛ࢖͑ΔΑ͏ʹɺ.Z42-΍ 3FEJTͳͲͷυϥΠόʔΛࣗ࡞͍ͯ͠·͢ 46 ৄ͘͠͸IUUQTTQFBLFSEFDLDPN NFNPSZTXPPMFUPMBSBWFM TXPPMFXPZPOH JUBIBJQBIVPNBOTVBQVSJLFTJZPOHPV [IV

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@2020 Torana, Inc. ࣮ࡍʹϓϩμΫγϣϯͰӡ༻ͯ͠Έͯ ϓϩμΫγϣϯϩʔϯν·Ͱʹ༷ʑͳ໰୊͕͋ͬͨ FOBCMF@DPSPVUJOFΛ༗ޮʹͨͨ͠ΊɺଞͷϢʔβʔͷηογϣϯʹ มΘΔʢηϧϑηογϣϯϋΠδϟοΫʣ 5PPNBOZPQFO fi MFT ଘࡏ͍ͯ͠ΔͷʹϑΝΠϧ͕։͚ͳ͍ͷͰA$MBTT999OPU GPVOEA͕ग़Δ 47

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@2020 Torana, Inc. ࣮ࡍʹϓϩμΫγϣϯͰӡ༻ͯ͠Έͯ ϓϩμΫγϣϯϩʔϯν·Ͱʹ༷ʑͳ໰୊͕͋ͬͨ ϦΫΤετϘσΟΛૹͬͨ͸ͣͳͷʹɺۭʹͳΔ৔߹ͱͳΒͳ͍৔߹ ͕͋ΓɺௐࠪΛ͢ΔͱଞͷϦΫΤετͷϦΫΤετϘσΟΛࢀরͯ͠ ͍ͨ 48

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@2020 Torana, Inc. ࣮ࡍʹϓϩμΫγϣϯͰӡ༻ͯ͠Έͯ ϓϩμΫγϣϯϩʔϯν·Ͱʹ༷ʑͳ໰୊͕͋ͬͨ D63-ͰσʔλΛऔಘ͍ͯ͠ΔͱɺଞͷϦΫΤετͰ΋ͦͷӨڹΛϞ ϩʹड͚ͯD63-͕ऴΘΔ·Ͱ଴ػঢ়ଶʹͳΔ ฐࣾͰ͸3FEJTϩάΠϯηογϣϯͱ௨ৗͷΩϟογϡͰECΛ෼ ཭͍ͯ͠Δ͕ɺଞͷϦΫΤετͷECׂΓৼΓͷม਺Λࢀরͯ͠͠· ͏ෆ۩߹͕͋Γɺຊ൪؀ڥͰͬͪ͝Όʹͳͬͯ͠·ͬͨ 49

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@2020 Torana, Inc. ࣮ࡍʹϓϩμΫγϣϯͰӡ༻ͯ͠Έͯ ݱࡏ͸ϩʔϯνޙϲ݄ܦա ฐࣾࣾ಺γεςϜͰ݄౰ͨΓສϦΫΤετΛड͚͓ͯΓɺͦͷ ͏ͪ෼ؒճ΄Ͳͷॻ͖ࠐΈ͕ൃੜ͍ͯ͠·͕͢ɺΞϓϦέʔγϣ ϯఀࢭͳͲτϥϒϧͳ͘ΦϖϨʔγϣϯ͕ճ͍ͬͯ·͢ɻ ͭ·ΓɺϓϩμΫγϣϯͰ΋໰୊ͳ͘࢖͑Δͱ͍͏͜ͱͰ͢ɻ 50