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A Modernization of Legacy Django Based Applicat...
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HayaoSuzuki
May 19, 2018
Programming
1
7.9k
A Modernization of Legacy Django Based Applications
レガシーDjangoアプリケーションの現代化
DjangoCongress JP 2018 at Cybozu, Inc.
HayaoSuzuki
May 19, 2018
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Transcript
ϨΨγʔ Django ΞϓϦέʔγϣϯͷݱԽ A Modernization of Legacy Django Based Applications
Hayao Suzuki DjangoCongress JP 2018 at Cybozu, Inc. May 19, 2018
Contents 1 ֓ཁ 2 ΞϓϦέʔγϣϯલ࢙ 3 Twelve-Factor App 4 Django
ͷΞοϓσʔτ 5 ΞϓϦέʔγϣϯͷݱԽ 6 ·ͱΊ 2 / 29
Abstract ൃදͷ֓ཁ Ĺ Django 1.7 Ͱॻ͔ΕͨΞϓϦέʔγϣϯ͕ݱͩͬͨ Ĺ ࣍ظϦϦʔεʹ͚ͯ Django 1.11
ʹόʔδϣϯΞοϓͨ͠ Ĺ Twelve-Factor App ͷࢥΛϕʔεʹΞϓϦέʔγϣϯͷݱԽΛ࣮ࢪ ͨ͠ ୭͚ͷൃදʁ Ĺ ݹ͍ΞϓϦέʔγϣϯΛվળ͢Δඞཁ͕͋ΓɺܦݧஊΛฉ͖͍ͨํ Ĺ Twelve-Factor App ͷࢥͷ࣮ફྫ͕Γ͍ͨํ ҙ ࣮ࡍͷडୗҊ݅ͷࣄྫΛϕʔεʹ࠶ߏͨ͠ͷͰ͢ɻ 3 / 29
Who Am I? ͓લ୭Α Name Hayao Suzuki (@CardinalXaro) Blog http://xaro.hatenablog.jp
Major Mathematics (Combinatorics, Number Theory) Work Python Programmer at iRidge, Inc. ࠪಡͨ͠ຊʢൈਮʣ Ĺ Effective Python (O’Reilly Japan) Ĺ ΞϧΰϦζϜ ΫΠοΫϦϑΝϨϯε ୈ 2 ൛ (O’Reilly Japan) Ĺ ͢Β͢ΒΘ͔Δ Python ʢᠳӭࣾʣ Ĺ Head First Python ୈ 2 ൛ (O’Reilly Japan) Ĺ Python σʔλαΠΤϯεϋϯυϒοΫ (O’Reilly Japan) 4 / 29
ΞϓϦέʔγϣϯલ࢙ ΞϓϦέʔγϣϯͷ֓ཁ Ĺ εϚʔτϑΥϯΞϓϦͷόοΫΤϯυαʔόʔ Ĺ ෳͷ Django ΞϓϦέʔγϣϯ͔Βߏ͞ΕΔ Ĺ BtoC
͚ʢΞΫηεͷ͕͋Δʣ Ĺ 2017 3 ݄ϦϦʔε Ĺ Django 1.7 Ĺ AWS EC2 ্ʹߏ ϓϩδΣΫτ๊͕͍͑ͯͨ Ĺ Python 2.7.6ʢUbuntu 14.04 ଐʂʣΛͦͷ··͍ଓ͚͍ͯͨ Ĺ Django 1.7 2015 Ͱαϙʔτ͕Ε͍ͯͨ Ĺ Management ίϚϯυαʔόʔϩάΠϯޙʹखಈͰ࣮ߦ Ĺ ϩάௐࠪαʔόʔϩάΠϯ͕ඞཁͱͳΔ Ĺ 2 ߏͰඞཁʹԠͯ͡αʔόʔͷεέʔϧΞοϓɾμϯ͕ඞཁ 5 / 29
ΞϓϦέʔγϣϯલ࢙ ࣍ظେܕΞοϓσʔτ Ĺ 2017 8 ݄ελʔτ ! ͏͙͢ϦϦʔε Ĺ
αʔόʔଆϝϯόʔ 4 ਓ Ĺ ๊͍͑ͯͨΛղܾ͠Α͏ʂ ͳ͕͍ͨͼ͕͡·Δ... 6 / 29
Twelve-Factor App Twelve-Factor App Ĺ Heroku ͷΤϯδχΞ͕ఏএͨ͠ SaaS Λͭ͘Γ্͛ΔͨΊͷํ๏ Ĺ
https://12factor.net/ 7 / 29
Twelve-Factor App ֓ཁ Ĺ ίʔυϕʔε Ĺ ґଘؔ Ĺ ઃఆ Ĺ
όοΫΤϯυαʔϏε Ĺ ϏϧυɺϦϦʔεɺ࣮ߦ Ĺ ϓϩηε Ĺ ϙʔτόΠϯσΟϯά Ĺ ฒߦੑ Ĺ ഇغ༰қੑ Ĺ ։ൃ/ຊ൪Ұக Ĺ ϩά Ĺ ཧϓϩηε 8 / 29
Twelve-Factor App ຬ͍ͨͯͨ͠ཁૉ Ĺ ίʔυϕʔε (ηϧϑϗεςΟϯάͷ GitLab Ͱཧʣ Ĺ όοΫΤϯυαʔϏεʢAWS
RDS ͳͲʣ Ĺ ϓϩηεʢγϯάϧϓϩηεʣ Ĺ ϙʔτόΠϯσΟϯάʢNginx ͱͷΈ߹Θͤʣ Γͳ͍ཁૉ Ĺ ઃఆʢڥ͝ͱʹϑΝΠϧ࡞ɺϋʔυίʔσΟϯάʣ Ĺ ϏϧυɺϦϦʔεɺ࣮ߦʢͰ͖͍ͯͳ͍ʣ Ĺ ґଘؔʢPython requirements.txt ͕ͩɺOS ...ʣ Ĺ ฒߦੑʢ2 ߏɺεέʔϧΞοϓͷΈՄೳʣ Ĺ ഇغ༰қੑʢഇغͰ͖ͳ͍ʣ Ĺ ։ൃ/ຊ൪Ұகʢαʔόʔ͕ผͳͷͰҰக͠ͳ͍ʣ Ĺ ϩάʢαʔόʔʹอଘɺΤϥʔϝʔϧ௨ɺόονܥ CRON Ͱ Slack ʹ௨ʣ Ĺ ཧϓϩηεʢόοναʔόʔͰ࣮ߦɺSSH ϩάΠϯඞཁʣ 9 / 29
Django ͷΞοϓσʔτ ຐ๏ͷΑ͏ͳํ๏ଘࡏ͠ͳ͍ Ĺ Django ͷυΩϡϝϯτʹԊͬͯॗʑͱΔ΄͔ͳ͍ Ξοϓσʔτखॱ Ĺ ϢχοτςετΛॻ͘ʢॏཁʣ Ĺ
Django ͷόʔδϣϯΛ 1 ্ͭͣͭ͛Δ Ĺ python -Wall manage.py test Ͱςετ࣮ߦɺܯࠂΛ 1 ͭͣͭফԽ͢Δ Ĺ Django 1.11 ʹ౸ୡ͢Δ·Ͱ܁Γฦ͢ ࣮ྫ: ৽نࢀըऀʹϢχοτςετॻ͚Δͷ͔ Ĺ ແཧͰͨ͠ɻೖࣾ 1 ϲ݄ͷਓһͰϢχοτςετॻ͚ͳ͔ͬͨɻ Ĺ ·ͣϓϩδΣΫτͷࣝΛਂΊΔ͜ͱ͔Β࢝ΊΔɻ 10 / 29
Django ͷΞοϓσʔτ Django ϛυϧΣΞͷΞοϓσʔτ Ĺ MIDDLEWARE_CLASSES ͔Β MIDDLEWARE มߋ͢Δ͚ͩͰμϝ Ĺ
ϛυϧΣΞΛࣗ࡞͍ͯͨ͠߹खΛՃ͑Δඞཁ͕͋Δ ࣮ྫ: αʔυύʔςΟϛυϧΣΞ͕৽ܗࣜະରԠ Ĺ ݪҼڀ໌ʹ͕͔͔࣌ؒͬͨ Ĺ ϛυϧΣΞ͕ఏڙ͍ͯ͠Δػೳ Django ͕ެࣜʹఏڙ͢ΔΑ͏ʹͳͬͨɻ ࣮ྫ: ࣗ࡞ϛυϧΣΞͷΞοϓσʔτ Ĺ ެࣜυΩϡϝϯτʹҠߦखॱ͋Γ 11 / 29
Django ͷΞοϓσʔτ Figure: Django Middleware Λ৽ܗࣜมߋ͢Δ Commit 12 / 29
SQL ΫΤϦνϡʔχϯά ڪාͷ N + 1 Ĺ ෛՙςετͰൃ֮ʂ Ĺ
Django ORM ؆୯ɺͦ͏ࢥ͍ͬͯͨ࣌ظ͋Γ·ͨ͠ɻ SQL ΫΤϦνϡʔχϯά Ĺ ෛՙςετͰଌఆ͢Δ Ĺ AWS X-Ray ͷτϨʔεσʔλΛݩʹՕॴΛಛఆ͢Δ Ĺ Django ͷυΩϡϝϯτΛಡΈͭͭޮͷΑ͍ΫΤϦΛ࡞Δ ࣮ྫ: ී௨ɺdjango-debug-toolbar ͡Όͳ͍ͷʁ Ĺ API αʔόʔͩͱ django-debug-toolbar ͍ͮΒ͔ͬͨ... Ĺ AWS X-Ray ͳΒ։ൃڥͰຊ൪ڥͰτϨʔεͰ͖Δ ࣮ྫ: AWS X-Ray ͷಋೖ Ĺ Django 1.10 Ҏ্Ͱ͋Δཧ༝: ৽ܗࣜͰ࣮͞Ε͍͔ͯͨΒɻ 13 / 29
SQL ΫΤϦνϡʔχϯά Figure: AWS X-Ray ʹΑΔτϨʔεσʔλ 14 / 29
ෛ࠴Λ͏ϦϑΝΫλϦϯά ຐ๏ͷΑ͏ͳํ๏ଘࡏ͠ͳ͍ʢ2 ճʣ Ĺ ϢχοτςετΛॻ͍ͯෆಈΛ࡞͔ͬͯΒɻ Ξοϓσʔτखॱ Ĺ ϢχοτςετΛॻ͘ʢॏཁʣ ʢ2 ճʣ
Ĺ ʮ͋ͬ͜Εʯͱ͍͏෦ΛϦϑΝΫλϦϯά Ĺ python -Wall manage.py test Ͱςετ࣮ߦ Ĺ ݟ௨͕͠Α͘ͳΔ·Ͱܧଓ ࣮ྫ: Django ͷ MVT Ϟσϧʹجׂ͍ͮͨͷ Ĺ ৭ʑͱؤு͍ͬͯΔ View ͷॲཧΛ Model ʹҠৡ͢Δ Ĺ ༗ೳ͗͢Δ utils.py ͷػೳΛ Model ʹҠৡ͢Δ Ĺ ॏෳͨ͠ Model ΛجఈΫϥεͰཧ͢Δ Ĺ σίϨʔλͰڞ௨ॲཧΛҰݩԽ͢Δ 15 / 29
ڥมʹΑΔઃఆཧ III. ઃఆ Ĺ ઃఆΛίʔυ͔Βݫີʹ͢Δ Ĺ ઃఆΛڥมʹ֨ೲ͢Δ ࣮ྫɿdjango-environ ʹΑΔڥมͷཧ Ĺ
https://github.com/joke2k/django-environ Ĺ settings.py ʹϋʔυίʔσΟϯά͍ͯͨ͠ઃఆΛڥมҠৡ Ĺ develop.env ϑΝΠϧͰϩʔΧϧͰڥมΛѻ͑ΔΑ͏ʹ͢Δɻ 16 / 29
ڥมʹΑΔઃఆཧ Figure: ڥมͷΓग़͠Λ࣮ݱͨ͠ Merge Request 17 / 29
ΞϓϦέʔγϣϯͷ Docker ίϯςφԽ VIII. ฒߦੑ Ĺ ϓϩηεୈҰڃࢢຽͰ͋Δ IX. ഇغ༰қੑ Ĺ
ଈ࠲ʹىಈɾऴྃ͢Δ͜ͱ͕Ͱ͖Δ Ĺ ىಈ࣌ؒΛ࠷খԽ͢Δ X. ։ൃ/ຊ൪Ұக Ĺ ܧଓతσϓϩΠ͍͢͠Α͏։ൃڥͱຊ൪ڥͷΪϟοϓΛখ͘͞อͭ 18 / 29
ΞϓϦέʔγϣϯͷ Docker ίϯςφԽ ΞϓϦέʔγϣϯͷ Docker ίϯςφԽ Ĺ ഇغ༰қੑɺ։ൃ/ຊ൪ҰகΛ࣮ݱ͢Δ༗ྗͳख๏ ࣮ྫɿVagrant ͔Β
Docker Ĺ ։ൃɿVagrantɺຊ൪ɿAWS EC2 ͔Βͷ٫ Ĺ ຊ൪ڥΛࢀߟʹ Dockerfile ΛΈཱͯΔ Ĺ ࠷ॳ։ൃڥ͔Βར༻։࢝ɺͦͯ͠ AWS ECS 19 / 29
ΞϓϦέʔγϣϯͷ Docker ίϯςφԽ Figure: AWS ECR ʹϓογϡ͞Εͨ Docker Πϝʔδ 20
/ 29
ܧଓతΠϯςάϨʔγϣϯɺܧଓతσϓϩΠ V. ϏϧυɺϦϦʔεɺ࣮ߦ Ĺ ϏϧυɺϦϦʔεɺ࣮ߦͷ 3 ͭͷεςʔδΛݫີʹ͢Δ ࣮ྫɿGitLab CI Ĺ
ैདྷίϛοτ࣌ʹϢχοτςετΛ࣮ߦ͢Δ͚ͩ Ĺ ίϛοτ࣌ʹςετɺϚʔδޙʹ Docker ΠϝʔδϏϧυɺσϓϩΠΛ࣮ࢪ Ĺ σϓϩΠ AWS ECR/ECS ߦ͍ɺ࣮ߦ ECS Ҡৡ 21 / 29
ܧଓతΠϯςάϨʔγϣϯɺܧଓతσϓϩΠ Figure: GitLab CI ʹΑΔ CI/CD ύΠϓϥΠϯ 22 / 29
ϩΪϯάͱ௨ XI. ϩά Ĺ ϩάΛΠϕϯτετϦʔϜͱͯ͠ѻ͏ ࣮ྫɿDocker ϩάυϥΠόʔͱ AWS CloudWatch Ĺ
ΞϓϦέʔγϣϯ͔Βͷϩάग़ྗͯ͢ඪ४ग़ྗ or ඪ४Τϥʔྲྀ͢ Ĺ ϩάͯ͢ AWS CloudWatch Logs ૹΔ Ĺ Docker ϩάυϥΠόʔʹઃఆ͢Δ͚ͩͳͷͰ؆୯ Ĺ CloudWatch Alarm ΛΈ߹ΘͤͯΤϥʔ௨ 23 / 29
ϩΪϯάͱ௨ Figure: AWS CloudWatch Alarm ͷ௨Λ Slack ʹԼͯ͠ରԠ͢Δ 24 /
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όονλεΫͷίϚϯυԽ XII. ཧϓϩηε Ĺ ཧλεΫΛ 1 ճݶΓͷϓϩηεͱ࣮ͯ͠ߦ͢Δ ࣮ྫɿDjango ίϚϯυͱ AWS
ECS λεΫ Ĺ Django ίϚϯυ୯ҐͰ ECS λεΫΛ࡞Δ Ĺ ΤϯδχΞҎ֎Ͱόονૢ࡞͕ GUI ্Ͱ࣮ݱͰ͖Δ Ĺ Django ίϚϯυͱ ECS λεΫͷ૬ੑྑ͍ 25 / 29
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ڥมࠈΛͲ͏Γൈ͚Δ͔ Ĺ ʮϓϥΠϕʔτϨϙδτϦ͔ͩΒ҆৺ʯઆ Ĺ AWS S3 ʹผ్อଘͯ҆͠શʹऔΓग़͢ Ĺ ڥมઐ༻ͷϨϙδτϦΛ࡞ͯ͠ SSH or HTTPS Ͱ҆શʹऔΓग़͢ Ĺ AWS ͷΫϨσϯγϟϧ IAM Role Ͱ ECS λεΫʹׂΓͯͯݮΒ͢ ࣮ྫɿAWS Secrets Manager Ĺ Γʹધ Ĺ ڥมΛڥ͝ͱʹผʹͯ҆͠શʹอଘ͢Δ Ĺ Secrets Manager ͷݤผ్ཧ͢Δඞཁ͕͋Δ 27 / 29
Twelve-Factor App ຬ͍ͨͯͨ͠ཁૉ Ĺ ίʔυϕʔε (ηϧϑϗεςΟϯάͷ GitLab Ͱཧʣ Ĺ όοΫΤϯυαʔϏεʢAWS
RDS ͳͲʣ Ĺ ϓϩηεʢγϯάϧϓϩηεʣ Ĺ ϙʔτόΠϯσΟϯάʢNginx ͱͷΈ߹Θͤʣ վળͨ͠ཁૉ Ĺ ઃఆʢڥมʹΑΔʣ Ĺ ϏϧυɺϦϦʔεɺ࣮ߦʢGitLab CI ʹΑΔ CI/CDʣ Ĺ ґଘؔʢrequirements.txt ͱ dockerfileʣ Ĺ ฒߦੑʢAWS ECS ʹΑΔΦʔέετϨʔγϣϯʣ Ĺ ഇغ༰қੑʢDocker ίϯςφʣ Ĺ ։ൃ/ຊ൪ҰகʢDockerʣ Ĺ ϩάʢAWS CloudWatchʣ Ĺ ཧϓϩηεʢAWS ECS ͷλεΫʣ 28 / 29
·ͱΊ ࣍ظϦϦʔεͷඪ Ĺ Python 3 ͷҠߦ ˍ Django 2.2 LTS
ͷҠߦ ·ͱΊ Ĺ Django ͷΞοϓσʔτʹຐ๏ଘࡏ͠ͳ͍ɻಓͳऔΓΈ͕ॏཁɻ Ĺ ݹ͍ΞϓϦέʔγϣϯͰ Django ϕʔεͳΒվળߦ͍͍͢ɻ Ĺ طଘͷΫϥυͷΤίγεςϜʹ͔ͬΔͱԿ͔ͱҠৡͰָ͖ͯʹͳΔɻ Ĺ ڥมͷཧʹඞͣ໘͢Δɻඋ͑Α͏ɻ 29 / 29