GitHub Actions runner基盤におけるオンプレミスマルチテナントアプリケーションの運用 #CADC2022

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(JU)VC"DUJPOTSVOOFSج൫ʹ͓͚Δ   ΦϯϓϨϛε   ϚϧνςφϯτΞϓϦέʔγϣϯͷӡ༻ ݱঢ়ࡱӨޙͷεϥΠυࠩ͠ସ͑ ˞Ծஔ͖

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த੢ݐొXIZXBJUB גࣜձࣾαΠόʔΤʔδΣϯτ೥৽ଔೖࣾ $ZCFS"HFOUHSPVQ*OGSBTUSVDUVSF6OJU $*6   ɹ1MBUGPSNEJW։ൃνʔϜ w ۀ຿$"શࣾʹ޲͚ͨϓϥΠϕʔτΫϥ΢υ։ൃӡ༻ w *BB4 4BB4CZ0QFO4UBDL ,VCFSOFUFT FUD w झຯࣗ୐αʔόɺຑ੃ ࢝Ίͨ ɺඒຯ͍͠LDVQ͕͞͠

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$POUFOUT ͸͡Ίʹ w $ZDMPVE w NZTIPFT $ZDMPVEIPTUFESVOOFS $ZDMPVEIPTUFESVOOFSʹ͓͚Δ   Ϛϧνςφϯγʔ #VJME6Q ܧଓతͳ#VJME6Q

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͸͡Ίʹ

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$ZDMPVE w$Z CFS"HFOU DMPVE wϓϥΠϕʔτΫϥ΢υ w *BB4,BB41BB44BB4 w $"޲͚ΧελϚΠζࡁΈ w $16 .FNPSZ %JTL w҆ՁʹܭࢉػࢿݯΛར༻Մೳ

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XIZXBJUBNZTIPFT w"VUPTDBMJOH7JSUVBM.BDIJOFɹɹɹ SVOOFS🏃GPS(JU)VC"DUJPOT w(JU)VC"DUJPOTʹ͓͚ΔSVOOFSͷ   ɹಈత࡞੒࡟আ wQSPWJEFSํࣜͰෳ਺ͷΫϥ΢υ্ʹ   ɹSVOOFSΛσϓϩΠՄೳ

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Virtual Machine with actions/runner Cloud Provider • AWS / GCP / Azure • LXD / OpenStack • etc etc... ① Start job ② webhook ③ CreateInstance ④ Create ⑤ Register

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ৄࡉ͸ԼهൃදΛ֬͝ೝ͍ͩ͘͞ IUUQTXXXTMJEFTIBSFOFUXIZXBJUBEFWFMPQNFOUNZTIPFTBOEQSPWJEF DZDMPVEIPTUFESVOOFSHJUIVCBDUJPOTXJUIZPVSTIPFT

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͜ΕΛ࢖ͬͨαʔϏε͕

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$ZDMPVEIPTUFESVOOFS w$ZDMPVEͷϚωʔδυαʔϏε 4BB4 w໊শ͸(JU)VCIPTUFEΑΓ w(JU)VCIPTUFEΑΓ҆Ձʹఏڙ wϚϧνςφϯτߏ੒Ͱఏڙ wςφϯτͷৄࡉ͸ޙड़ wෳ਺εϖοΫఏڙ wݱࡏ͸-JOVY 6CVOUVGPDBM ͷΈ w$PSF(#ʙ$PSF(#

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$ZDMPVEIPTUFESVOOFS

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$ZDMPVEIPTUFESVOOFS $ curl -XGET ${your_shoes_host}/target | jq . [ { "id": "477f6073-90d1-47d8-958f-4707cea61e8d" , "scope": "octocat" , "token_expired_at": "2006-01-02T15:04:05Z" , "ghe_domain": "https://github.example.com" , "resource_type": "micro" , "runner_user": "ubuntu" , "runner_version": "" , "provider_url": "" , "status": "active" , "status_description": "" , "created_at": "2006-01-02T15:04:05Z" , "updated_at": "2006-01-02T15:04:05Z " }

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$ZDMPVEIPTUFESVOOFS $ curl -XGET ${your_shoes_host}/target | jq . [ { "id": "477f6073-90d1-47d8-958f-4707cea61e8d" , "scope": "octocat", "token_expired_at": "2006-01-02T15:04:05Z" , "ghe_domain": "https://github.example.com" , "resource_type": "micro" , "runner_user": "ubuntu" , "runner_version": "" , "provider_url": "" , "status": "active" , "status_description": "" , "created_at": "2006-01-02T15:04:05Z" , "updated_at": "2006-01-02T15:04:05Z " } ಈ࡞͢Δ0SHPS3FQPࢦఆ

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$ZDMPVEIPTUFESVOOFS $ curl -XGET ${your_shoes_host}/target | jq . [ { "id": "477f6073-90d1-47d8-958f-4707cea61e8d" , "scope": "octocat" , "token_expired_at": "2006-01-02T15:04:05Z" , "ghe_domain": "https://github.example.com", "resource_type": "micro" , "runner_user": "ubuntu" , "runner_version": "" , "provider_url": "" , "status": "active" , "status_description": "" , "created_at": "2006-01-02T15:04:05Z" , "updated_at": "2006-01-02T15:04:05Z " } (JU)VC&OUFSQSJTF4FSWFSରԠ

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$ZDMPVEIPTUFESVOOFS $ curl -XGET ${your_shoes_host}/target | jq . [ { "id": "477f6073-90d1-47d8-958f-4707cea61e8d" , "scope": "octocat" , "token_expired_at": "2006-01-02T15:04:05Z" , "ghe_domain": "https://github.example.com" , "resource_type": "micro", "runner_user": "ubuntu" , "runner_version": "" , "provider_url": "" , "status": "active" , "status_description": "" , "created_at": "2006-01-02T15:04:05Z" , "updated_at": "2006-01-02T15:04:05Z " } ར༻͢ΔSVOOFSͷεϖοΫ   ˞0SHSFQP͝ͱʹมߋՄೳ

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$ZDMPVEIPTUFESVOOFS $ cat test.yaml  jobs : test : runs-on: ubuntu-lates t steps : - name: Checkout

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$ZDMPVEIPTUFESVOOFS $ cat test.yaml  jobs : test : - runs-on: ubuntu-lates t + runs-on: self-hoste d steps : - name: Checkout

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$ZDMPVEIPTUFESVOOFS ؆୯ʂ🤩

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$ZDMPVEIPTUFESVOOFS ʹ͓͚Δ Ϛϧνςφϯτ

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ʮϚϧνςφϯτʯ w$ZDMPVEʹ͓͚Δςφϯτ wࢠձࣾ wҟࣄۀ෦ w$ZDMPVEIPTUFESVOOFSʹ͓͚Δ   ςφϯτ wϓϩδΣΫτ w੥ٻ۠෼ w(JU)VCυϝΠϯ ()&4

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ʮϚϧνςφϯτʯ $ZDMPVE5FOBOU" $ZDMPVE5FOBOU# $ZDMPVEIPTUFESVOOFS5FOBOU" $ZDMPVEIPTUFESVOOFS5FOBOU" $ZDMPVEIPTUFESVOOFS5FOBOU" $ZDMPVEIPTUFESVOOFS5FOBOU# $ZDMPVEIPTUFESVOOFS5FOBOU# $ZDMPVEIPTUFESVOOFS5FOBOU#

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$ZDMPVEIPTUFESVOOFSߏ੒ Kubernetes Cluster myshoes-proxy (Global IP) github.com GHES User Tenant A Tenant B webhook myshoes REST API Stadium VM Stadium VM Stadium VMs LXD (listen 8 44 3 ) Stadium VM Stadium VM Stadium VMs LXD (listen 8 44 3 ) Stadium VM Stadium VM Stadium VMs LXD (listen 8 44 3 ) k 8 s Service k 8 s Service for Service X for Service Y k 8 s Service Tenant C k 8 s Service

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$ZDMPVEIPTUFESVOOFSߏ੒ 既存 Cycloud VM Tenant A Tenant B Stadium VM Stadium VM Stadium VMs LXD (listen 8 44 3 ) Stadium VM Stadium VM Stadium VMs LXD (listen 8 44 3 ) Stadium VM Stadium VM Stadium VMs LXD (listen 8 44 3 ) k 8 s Service k 8 s Service for Service X for Service Y k 8 s Service Tenant C k 8 s Service Service VM Service VM Service VM 既存 Cycloud ユーザは   ⾃テナントのVMとの接続が可能   他テナントのVMとの接続は不可

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Ϛϧνςφϯτڞ༗Ϩϕϧ wશମڞ༗ w,VCFSOFUFT wNZTIPFT͸͡Ίଟϓϩηε wNZTIPFTDPOUSPMMFS w,VCFSOFUFTDPOUSPMMFS w.Z42- wXJUIPQFOBSLPSDIFTUSBUPS w(JU)VC"QQT

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Ϛϧνςφϯτڞ༗Ϩϕϧ w$ZDMPVEʹ͓͚Δςφϯτڞ༗ w4UBEJVNΫϥελ w࣮ࡍʹSVOOFS🏃͕࣮ߦ͞ΕΔ7. w%PDLFSSFHJTUSZ w%PDLFS)VC3BUF-JNJUରࡦ w-9%EOTNBTRͰ   ໊લղܾ݁ՌΛͶ͡ۂ͛ͯӡ༻

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Ϛϧνςφϯτڞ༗Ϩϕϧ w$ZDMPVEIPTUFESVOOFSʹ͓͚Δ   ςφϯτڞ༗ wNZTIPFTίϯςφͷΈ

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ϚΠΫϩαʔϏεͱͯ͠ӡ༻ wNZTIPFTDPOUSPMMFS wCJMMJOHDPMMFDUPS wTIPFTTFSWFS ޙड़ w.Z42-0QFSBUJPO1PE wDFSUNBOBHFS wPQFOTUBDLDJOEFSDTJ wFUDFUD

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Ҿ༻8FCΞϓϦέʔγϣϯΛϚϧνςφϯτܕ4BB4ιϦϡʔγϣϯʹม׵͢Δ IUUQTXXXJCNDPNEFWFMPQFSXPSLTKQDMPVEMJCSBSZDMNVMUJUFOBOUTBBT Ϛϧνςφϯτͷछྨ

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ͳͥ͋͑ͯγϯάϧYςφϯτʁ

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ͳͥ͋͑ͯγϯάϧYςφϯτʁ NZTIPFTͷ࣮૷ࢦ਑

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NZTIPFT 044 ͷ࣮૷ํ਑ w؆୯ʹσϓϩΠ w/PUOFFE0SDIFTUSBUPS w714ࣗ୐αʔό UNVYͰ΋ஔ͚Δಈ͘   w(PBM/PO(PBMΛখ͘͞໌֬ʹ w/PO(PBMͷҰྫ w/PNVMUJUFOBODZ w/P"VUI

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NZTIPFT 044 ͷ࣮૷ํ਑ w/PO(PBMͷ໌֬ԽϝϦοτ wʮͲ͜Ͱ࣮૷͢΂͖͔ʯ͕໌֬Խ wࣾ಺ཁ݅͸ଞ ϓϩΩγ ʹ೚ͤΔ wϚϧνςφϯτ wೝূೝՄ wޙ͔Βඞͣ௥Ճཁ݅͸΍ͬͯ͘Δ wlͲͷϚΠΫϩαʔϏεʹ௥Ճ͢Δ͔z   Λߟྀ͢Δඞཁͷͳ͍ઃܭ͕ॏཁ

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Ͳ͜ʹԿΛ࣮૷͢΂͖͔ ڥք͕ϋοΩϦ͢Δ   ΞϓϦέʔγϣϯ͝ͱͷ   ੹೚ൣғ͕໌֬Խ💯

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0WFSWJFX͸͜͜·Ͱ

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#VJME6Qͷ༷ࢠΛ͝঺հ

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$ZDMPVEIPTUFESVOOFS w೥࢝ຊ֨తʹ։ൃ։࢝ wύϒϦοΫϕʔλ w(FOFSBMMZ"WBJMBCMF wςφϯτ਺໿ w4UBEJVN਺໿7. wಉ࣌SVOOFS਺໿ʙ୆

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࠷ॳظ

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$ZDMPVEIPTUFESVOOFSߏ੒ Kubernetes Cluster myshoes-proxy LXD (listen 8 44 3 ) Stadium VM Stadium VM Stadium VMs 8 s Service k 8 s Service for Service X for Service Y k 8

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-9% w-9$ -JOV9$POUBJOFS %BFNPO w$BOPOJDBMओಋ w(JU)VCIPTUFE 7. ʹدͤΔͨΊ࠾༻ w4FSWJDFDPOUBJOFSར༻Մ wLTϕʔεͩͱ%JO%ʹͳͬͯ͠·͏ w׆ൃʹ։ൃத wίϯτϦϏϡʔτ͠·ͨ͠💪 w৽ػೳ։ൃͳͲ΋׆ൃ

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-9%JO1SPEVDUJPO w8JLJʹৄࡉͳهࣄ͋Γ w1SPEVDUJPO4FUVQ w IUUQTMJOVYDPOUBJOFSTPSHMYEEPDTNBTUFSQSPEVDUJPO TFUVQ w`limits.conf` `sysctl.conf ` w`txqueuelen`ͳͲ wݱ࣌఺Ͱ͸   ͜ͷهࣄͷ௨ΓͰେ͖͘໰୊ແ͠

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-9%JO1SPEVDUJPO wετϨʔδCUSGT w[GT SFDPNNFOE %PDLFSಈ͔ͣ wEJS$PQZPO8SJUFಈ͔ͣ wCUSGTEJTL༻ʹߴ଎/7.F44%ར༻ w0QFO4UBDLJ4$4*Ͱ7.ʹ઀ଓ wੑ্࣭*0͕όʔετʹͳΓ͕ͪ wϓϥΠϕʔτΫϥ΢υ͔ͩΒͦ͜

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Virtual Machine with actions/runner Cloud Provider • AWS / GCP / Azure • LXD / OpenStack • etc etc... ① Start job ② webhook ③ CreateInstance ④ Create ⑤ Register

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Virtual Machine with actions/runner Cloud Provider • AWS / GCP / Azure • LXD / OpenStack • etc etc... ① Start job ② webhook ③ CreateInstance ④ Create ⑤ Register

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NZTIPFTQSPWJEFS wΠϯελϯεͷ࡞੒࡟আͷ࣮ߦ૚ wΫϥ΢υ͝ͱʹॲཧ͕ҟͳΔ wಠࣗͷόΠφϦͰந৅Խ   wIBTIJDPSQHPQMVHJOར༻ wPT&YFDͰϓϥάΠϯΛىಈ wH31$ϕʔεʹωΰγΤʔγϣϯ

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಺෦ಈ࡞NZTIPFTQSPWJEFS Cloud Provider Execute provider (hashicorp/go-plugin) Virtual Machine with actions/runner shoes-xxx Virtual Machine with actions/runner Virtual Machine with actions/runner Call API 1 .Runner Name : runnerに付けるべき名前 2 .Setup Script : actions/runner展開スクリプト 3 .Resource Type : runnerのスペック

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಺෦ಈ࡞TIPFTMYE Execute provider (hashicorp/go-plugin) shoes-lxd Call API Stadium lxd Virtual Machine with actions/runner Stadium lxd Virtual Machine with actions/runner ɾ   ɾ ɾ

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TIPFTMYE w-9%޲͚NZTIPFTQSPWJEFS wૉ๿ʹ-9%"1*Λར༻ w౰ॳ͸NPDL༻ʹ࣮૷ wγϯϓϧނʹ͔ͳΓ҆ఆ͍ͯͨ͠ wlֵ৽తzεέδϡʔϦϯάΞϧΰϦζϜ

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TIPFTMYE IUUQTHJUIVCDPNXIZXBJUBTIPFTMYECMPCCBFFDDGBCDDBCGDGNBJOHP--

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TIPFTMYE IUUQTHJUIVCDPNXIZXBJUBTIPFTMYECMPCCBFFDDGBCDDBCGDGNBJOHP--

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TIPFTMYE ʊਓਓਓਓਓਓʊ ʼɹrand.Intnɹʻ ʉY^Y^Y^Y^Y^Y^ʉ

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TIPFTMYE w-9%޲͚NZTIPFTQSPWJEFS wૉ๿ʹ-9%"1*Λར༻ w౰ॳ͸NPDL༻ʹ࣮૷ wγϯϓϧނʹ͔ͳΓ҆ఆ͍ͯͨ͠ wlֵ৽తzεέδϡʔϦϯάΞϧΰϦζϜ wNBUISBOEͰىಈઌΛܾఆ w୹໋ͳόΠφϦͳͷͰେ͖ͳ໰୊ͳ͠

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಺෦ಈ࡞TIPFTMYE Execute provider (hashicorp/go-plugin) shoes-lxd Call API Stadium lxd Virtual Machine with actions/runner Stadium lxd Virtual Machine with actions/runner ɾ   ɾ ɾ rand.Intn

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ෛՙঢ়ଶ

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ෛՙঢ়ଶ 概ね分散

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͔͠͠సػ͕😱

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TIPFTMYE҆৺ਆ࿩่յ wಥવϢʔβར༻͕૿Ճ w4UBEJVN͕଱͖͑Ε่ͣյ🔥 wϦΫΤετ΁ͷόοϑΝϦϯάࣦഊ wṖͷ-9%ϊʔυෆௐ wҟৗʹ"1*઀ଓ͕஗Ԇʢ୆ͷΈʣ wʮۭ͖ʹ༏ઌͯ͠ೖΕΔʯ͕ࠔ೉ w࣮૷্ͷແବ΋͋ͬͨ΋ͷͷʜʜ

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ෛՙঢ়ଶ

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ෛՙঢ়ଶ ほぼ0% 🔥🔥🔥

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#VJME6Q💪

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TIPFTMYENVMUJ։ൃ wTIPFTMYEͷͭΒΈ wόΠφϦ࣮ߦͳͷͰεςʔτͳ͠ wͪΐͬͱ͙Β͍͸͍࣋ͪͨʜʜ wϥού޲͚σʔϞϯΛ࡞ͬͨ wXIZXBJUBTIPFTMYENVMUJ wTIPFTMYEͷෳ਺୆൛ wύϒϦοΫΫϥ΢υͷΑ͏ʹ   "1*&OEQPJOUΛͭʹ

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಺෦ಈ࡞TIPFTMYE Execute provider (hashicorp/go-plugin) shoes-lxd Call API Stadium lxd Virtual Machine with actions/runner Stadium lxd Virtual Machine with actions/runner ɾ   ɾ ɾ

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಺෦ಈ࡞TIPFTMYENVMUJ Execute provider (hashicorp/go-plugin) shoes-lxd-multi Call API Stadium lxd Virtual Machine with actions/runner Stadium lxd Virtual Machine with actions/runner ɾ   ɾ ɾ shoes-lxd- server Call (gRPC)

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TIPFTMYENVMUJ wΠϯελϯεΛੜ੒͢Δίʔυ͸   TIPFTMYE͔Βίϐϖ wαʔόΫϥΠΞϯτϞσϧ΁ wΩϟύγςΟνΣοΫ wNFUSJDTͷ࣮૷ wར༻͢ΔTUBEJVNӡ༻ͷ؆ૉԽ

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ෛՙঢ়ଶ TIPFTMYENVMUJޙ

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ෛՙঢ়ଶ TIPFTMYENVMUJޙ 上限ができた

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ऩ༰ϝτϦΫε

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ऩ༰ϝτϦΫε N倍以上は収容しない

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ऩ༰ϝτϦΫε 他へ順次スケジュール

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TIPFTMYENVMUJ։ൃ w໾ׂͷ໌֬Խ͕͜͜Ͱ΋Ըܙ wεςʔτϨεʹ࣮૷Մೳ w৑௕Խ͸ԣʹฒ΂Δ͚ͩ wಈ͘Α͏ʹ wQSPWJEFSϞσϧʹΑΓҠߦ΋ؾܰ wNZTIPFTଆͷίʔυมߋͳ͠ wςετςφϯτͰͷࢼݧ΋खܰ

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ܧଓతͳ#VJME6QͷͨΊͷ   $*$%ઓज़

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಺෦ಈ࡞TIPFTMYENVMUJ Execute provider  

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ܧଓతͳ#VJME6Q wίϯςφ࣮ߦ࣌ʹ֎෦͔Βऔಘ w؀ڥม਺PLUGI N w ./shoes-moc k w https://example.com/shoes-mock w։ൃ؀ڥʹ߹Θͤͯࠩ͠׵͑ w։ൃ7.ʹ/HJOYೖΕͯόΠφϦ഑৴ wຊ൪(JU)VC3FMFBTF͔Βऔಘ

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ܧଓతͳ#VJME6Q apiVersion: myshoes.managed.cycloud.io/v 1 kind: Tenant  spec : domain: XX X project: YY Y plugin_url: https://github.com/whywaita/shoes-lxd-multi/ releases/download/v0.0.5/shoes-lxd-multi-linux-amd6 4 lxd_image_alias: (snip ) myshoes_version: v1.10.7  environment_values : MAX_CONCURRENCY_DELETING: '2 ' github_apps: (snip)  lxd_hosts : - host: https://(snip):8443 # myshoes-stadium-tenantA-00 1 - host: https://(snip):8443 # myshoes-stadium-tenantB-002

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ܧଓతͳ#VJME6Q apiVersion: myshoes.managed.cycloud.io/v 1 kind: Tenant  spec : domain: XX X project: YY Y plugin_url: http://10.X.Y.Z/shoes-lxd-multi-linux-amd6 4 lxd_image_alias: (snip ) myshoes_version: v1.10.7  environment_values : MAX_CONCURRENCY_DELETING: '2 ' github_apps: (snip)  lxd_hosts : - host: https://(snip):8443 # myshoes-stadium-tenantA-00 1 - host: https://(snip):8443 # myshoes-stadium-tenantB-002

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ܧଓతͳ#VJME6Q w֤ίϛοτຖʹJNBHFΛϏϧυ w(JU)VC"DUJPOTΛར༻ w ()&$ ()&4ͱ΋ʹ wϦϦʔείϛοτ͚ͩͰ͸ͳ͘શͯ wಛఆςφϯτͷΈCFUB൛ެ։ IUUQTHJUIVCDPNXIZXBJUBNZTIPFTQLHTDPOUBJOFSNZTIPFT

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ܧଓతͳ#VJME6Q apiVersion: myshoes.managed.cycloud.io/v 1 kind: Tenant  spec : domain: XX X project: YY Y plugin_url: https://github.com/whywaita/shoes-lxd-multi/ releases/download/v0.0.5/shoes-lxd-multi-linux-amd6 4 lxd_image_alias: (snip ) myshoes_version: sha-xxxxxx  environment_values : MAX_CONCURRENCY_DELETING: '2 ' github_apps: (snip)  lxd_hosts : - host: https://(snip):8443 # myshoes-stadium-tenantA-00 1 - host: https://(snip):8443 # myshoes-stadium-tenantB-002

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ܧଓతͳ#VJME6Q

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ܧଓతͳ#VJME6Q wSVOOFSΠϝʔδ΋"MXBZT#VJME wXIZXBJUBWJSUVBMFOWJSPONFOUTMYE wຖ೔-9%޲͚ΠϝʔδͷϏϧυ wมԽͷܹ͍͠਌ϦϙδτϦΛଊ͑Δ wఆظతͳΠϝʔδߋ৽ w্هࣾ಺ઃఆͰఆظϏϧυ wదٓ৽͍͠όʔδϣϯΛσϓϩΠ

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ܧଓతͳ#VJME6Q wϢʔβ૿ՃʹΑΓ4UBEJVN૿ઃ   ˠͳ͔ͥδϣϒ࣮ߦ͕஗Ԇ😱 w࣮૷ʹෆඋ͕͋ͬͯ௚ྻಈ࡞ͩͬͨ wՄೳͳݶΓฒྻԽ w-9%(P4%,ʹDPOUFYUରԠΛ   $POUSJCVUF MYDMYE

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ܧଓతͳ#VJME6QͷͨΊ ͷӡ༻

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؂ࢹ1SPNFUIFVT wશମతʹGET /metricsͰ౷Ұ wNZTIPFT ֤छϚΠΫϩαʔϏε w$ZDMPVE7.্ͷ1SPNFUIFVT w%BTICPBSEΛॱ࣍ڞ༗ w໰୊ղܾ࣌ͷڞ༗ʹར༻ wো֐ൃੜىҼΛॱ࣍ϝτϦΫεʹ௥Ճ<> <>$ZCFS"HFOUͷϓϥΠϕʔτΫϥ΢υ$ZDMPVEͷӡ༻ٴͼϞχλϦϯάʹ͍ͭͯ$0%5 IUUQTXXXTMJEFTIBSFOFUXIZXBJUBDZCFSBHFOUDZDMPVEBENJOJTUSBUJPOBOENPOJUPSJOHGPSDZDMPVE

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؂ࢹϝτϦΫε Ұྫ wNZTIPFT w(JU)VC"1*ͷ3BUF-JNJU wฒྻ࡞੒ɾ࡟আ਺ wTIPFTMYETFSWFS w4UBEJVNͷར༻཰ wಈ࡞͍ͯ͠ΔΠϯελϯεͷϦετ

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Πϯελϯε਺͔Βݟ͑Δۀ຿࣌ؒ

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ӡ༻ͷ೔ʑ

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ӡ༻ͷ೔ʑ

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ӡ༻ͷ೔ʑ 対応を実施

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ϩάΛਖ਼͘͠औಘ wႢಹతͳδϣϒͷ؂ࢹ wޙ௥͍ͯ͠ਖ਼͘͠໰୊Λଊ͑Δඞཁ w-9%ίϯςφϩάDSPOSTZOD w$SPOKPCPO,VCFSOFUFT wCBDLVQNZTRM wEFMFUFMPHT wΞϓϦϩάͷ؂ࢹHPPHMFNUBJM

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ਖ਼͘͠ӡ༻։ൃ͢Δ͜ͱͰ ਖ਼͘͠ܧଓతͳ#VJME6Q

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ͦͯ͠

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5PCFDPOUJOVFE IUUQTHJUIVCDPNXIZXBJUBTIPFTBHFOU

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·ͱΊ

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·ͱΊ w$ZDMPVEIPTUFESVOOFSͷ֓ཁ wNZTIPFT wNZTIPFTQSPWJEFSʹ͍ͭͯ wϚϧνςφϯτ wNZTIPFTͰͷऔΓ૊Έ wܧଓతͳ#VJME6Qʹ͍ͭͯ wΞϓϦέʔγϣϯઃܭ wӡ༻͠΍͍͢ΞϓϦέʔγϣϯ։ൃ