AWS X-Rayを利用したサーバーレスのパフォーマンス分析 / Serverless performance analysis using AWS X-Ray

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©Fusic Co., Ltd. 1 AWS X-RayΛར༻ͨ͠ αʔόʔϨεͷύϑΥʔϚϯε෼ੳ 2024.09.05 @seike460 Fusic x ϑΥʔδϏδϣϯ x Ϋϥεϝιου Vol.2

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©Fusic Co., Ltd. 2 ਗ਼Ո ࢙࿠ @seike460 AWS Community Builder Serverless BacklogWorld2024 ࣮ߦҕһ௕ 12/14 at ԣ඿ ίϛϡχςΟ Fukuoka.php Fukuoka.go JAWS-UG Fukuoka Serverless Meetup Fukuoka Cloudflare Meetup Fukuoka JP_Stripes Fukuoka ࣗݾ঺հ ͸͡Ίʹ גࣜձࣾFusic ϓϦϯγύϧΤϯδχΞ/ΤόϯδΣϦετ

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©Fusic Co., Ltd. 3 CONTENTS ໨࣍ 1. AWS X-Rayͱ͸ 2. ద༻ํ๏ 3. Demo 4. AWS X-RayͷϝϦοτͱڥք 5. ·ͱΊ

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©Fusic Co., Ltd. 4 AWS X-Rayͱ͸ 1

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©Fusic Co., Ltd. 5 AWS X-Ray ΞϓϦέʔγϣϯͷύϑΥʔϚϯεΛ௥੻͠ՄࢹԽ͢ΔͨΊͷαʔϏε τϨʔεΛ࢖ͬͯ෼ࢄγεςϜ಺ͷϦΫΤετͷྲྀΕΛࢹ֮Խ ಛʹαʔόʔϨεΞʔΩςΫνϟͰ༗༻

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©Fusic Co., Ltd. 6 AWS X-Ray ͷ࢓૊Έ - τϨʔγϯάσʔλͷऩू - ࠷ॳʹτϨʔε IDΛੜ੒ͯ͠ɺ֤छαʔϏεʹ࿈ܞ - τϨʔεηάϝϯτΛར༻ͯ͠ՄࢹԽ͢Δ - LambdaɺAPI GatewayɺDynamoDB ͳͲͷαʔϏε - ޙड़ͷ೚ҙͷαϒηάϝϯτͷ֓೦΋ಋೖՄೳ - τϨʔεͷྲྀΕ - ϦΫΤετ͕ͲͷαʔϏεΛ௨ա͢Δ͔ΛՄࢹԽ Ͳ͜Ͱ஗͍͔ɺΤϥʔ͕ൃੜ͍ͯ͠ͳ͍͔֬ೝՄೳ

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©Fusic Co., Ltd. 7 ద༻ํ๏ 2

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©Fusic Co., Ltd. 8 AWS X-Rayͷ༗ޮԽ - AWS SAMͳͲʹͯ༗ޮԽ - Globalsʹهड़͢Δ͜ͱ΋Մ - AWS X-Ray΁ͷ ॻࠐݖݶ΋๨Εͣʹ

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©Fusic Co., Ltd. 9 Python ϓϩδΣΫτͰͷ X-Ray ಋೖ

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©Fusic Co., Ltd. 10 Python ϓϩδΣΫτͰͷ X-Ray ಋೖ

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©Fusic Co., Ltd. 11 SDKؔ਺܊ patch_all() … Xrayͷ༗ޮԽ SQS౳Ϧιʔε୯ҐͰͷTrace xray_recorder() … ؔ਺୯Ґ ઃఆ͍ͯ͠Δؔ਺ͷTrace in_subsegment() … ࢦఆ୯Ґ ࢦఆൣғͷTrace

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©Fusic Co., Ltd. 12 X-Ray ͷ࣮ߦྫ

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©Fusic Co., Ltd. 13 AWS X-Ray ηάϝϯτͷλΠϜϥΠϯ

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©Fusic Co., Ltd. 14

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©Fusic Co., Ltd. 15 ϦΫΤετʹؔΘΔαʔϏεͷՄࢹԽ

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©Fusic Co., Ltd. 16 Τϥʔ࣌ͷঢ়گͷτϨʔγϯά΍ϩά֬ೝ

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©Fusic Co., Ltd. 17 Demo 3

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©Fusic Co., Ltd. 19 AWS X-Ray Λ࢖༻͢ΔϝϦοτͱରԠՄೳൣғ - ϘτϧωοΫͷಛఆ - Τϥʔ΍ύϑΥʔϚϯε໰୊ͷ τϥϒϧγϡʔςΟϯά - StepFunctionsͳͲͩͱ ؤுͬͯ௥͏ʂͰ͸͓ख্͛ - ෼ࢄγεςϜʹ͓͚Δ ϦΫΤετͷτϥοΩϯά

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©Fusic Co., Ltd. 20 ίʔυϨϕϧʹͳΔͱಛఆ೉͍͠ ʮͲͷίʔυͰʯΛಛఆ͢Δʹ͸ AWS X-RayͰ౰ͨΓΛ͚ͭͨޙʹ ؔ਺ϓϩϑΝΠϦϯά͠ͳ͍ͱ೉͍͠ ■ؔ਺ϓϩϑΝΠϦϯά Python CProfiler -> SnakeViz PHP Xdebug -> Xhprof ͜ΕΛLambda಺Ͱ࣮૷͢Δඞཁ͋Γ

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©Fusic Co., Ltd. 24 ·ͱΊ AWS X-Ray͸ɺαʔόʔϨεΞʔΩςΫνϟͷ֤ίϯϙʔωϯτؒͰͷϦΫΤετͷྲྀΕΛՄࢹԽग़དྷΔ Point 01 Step FunctionsͳͲͷ෼ࢄγεςϜͰ΋໰୊͕ൃੜ͍ͯ͠Δ͔ΛτϨʔε͠ɺΤϥʔΛޮ཰తʹಛఆग़དྷΔ Point 02 SDKΛར༻͢Δ͜ͱͰؔ਺୯Ґ΍αϒηάϝϯτ୯ҐͰͷৄࡉͳτϨʔγϯάΛ࣮ݱग़དྷΔ Point 03 ؔ਺ϓϩϑΝΠϦϯάπʔϧͰͷಛఆͰΑΓਂງΓ΋ՄೳɺJAWS FESTA 2024ͷൃදฉ͖ʹདྷ͍ͯͩ͘͞ʂ Point 04