Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
知って欲しいSQLなこと
Search
Sponsored
·
Ship Features Fearlessly
Turn features on and off without deploys. Used by thousands of Ruby developers.
→
soudai sone
PRO
July 31, 2016
Technology
1.9k
4
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
知って欲しいSQLなこと
中国地方DB勉強会 in 岡山のLT資料です
soudai sone
PRO
July 31, 2016
More Decks by soudai sone
See All by soudai sone
AIを活用するために決めた "やらないこと" - 価値に注目する / Not betting on AI
soudai
PRO
3
610
目の前の楽しいが人生を変える - コミュニティの螺旋の歩き方と楽しむコツ / change your life
soudai
PRO
5
700
医療の現場を変革に挑戦した半年間の軌跡 - PythonとAIで現場を変える / From Code to Care
soudai
PRO
1
690
形骸化しない社内勉強会の取り組み - オーナーシップの作り方 / In-house study session
soudai
PRO
1
290
Djangoユーザが知っ得なPostgreSQL機能 - 設計の選択肢を増やす / Djang-use-PostgreSQL
soudai
PRO
1
340
AI時代における具体と抽象の往復 - 日常にチャンスがある / Moving Between the Concrete
soudai
PRO
9
4.4k
制約を設計する - 非決定性との境界線 / Designing constraints
soudai
PRO
6
4.6k
APMの世界から見るOpenTelemetryのTraceの世界 / OpenTelemetry in the Java
soudai
PRO
2
860
失敗できる意思決定とソフトウェアとの正しい歩き方_-_変化と向き合う選択肢/ Designing for Reversible Decisions
soudai
PRO
16
7.2k
Other Decks in Technology
See All in Technology
Argo CDとAtlantisで実現するインフラ管理のセルフサービス化──小規模SREチームで支えるプラットフォーム
cassius7
0
160
人にやさしく、AIにやさしく、書き手を選ばないIaCのガードレール再考 / Rethinking IaC Guardrails for Humans and AI Alike
kohbis
5
1.2k
AIは推し活である。
kurazuuuuuu
2
980
10年欲しかった音楽管理アプリを、AIと一緒に作りはじめた
judau
1
120
プラットフォームを「作る」、 チームに「入り込む」
sansantech
PRO
0
150
PQC移行の今 -- IETF からみた現在地
satokan
3
330
Kiro Meetup #8 Kiro アップデート (2026/3/21〜2026/9/24)
katzueno
1
230
セルフサービスのオブザーバビリティ基盤をOpenTelemetryで作る / Building a Self-Service Observability Platform with OpenTelemetry
ymotongpoo
2
290
ADKで始める業務改善 - AIエージェント開発時の考えと設計
harappa80
2
290
Mastering Agentic Development: Harness Engineering for Effective Coding Agents
konippi
3
560
AI感のないAWS構成図をAIエージェントに描かせたい!
sagochiko
2
380
AI 時代のスタートアップエコシステ厶から考究する技術的負債との向き合い方
m3m0r7
PRO
3
2.7k
Featured
See All Featured
Fantastic passwords and where to find them - at NoRuKo
philnash
52
3.9k
Designing for humans not robots
tammielis
254
26k
DevOps and Value Stream Thinking: Enabling flow, efficiency and business value
helenjbeal
1
390
Leveraging LLMs for student feedback in introductory data science courses - posit::conf(2025)
minecr
1
410
Abbi's Birthday
coloredviolet
4
10k
Side Projects
sachag
456
43k
Highjacked: Video Game Concept Design
rkendrick25
PRO
1
460
SEO Brein meetup: CTRL+C is not how to scale international SEO
lindahogenes
2
2.9k
Dealing with People You Can't Stand - Big Design 2015
cassininazir
367
27k
Balancing Empowerment & Direction
lara
6
1.3k
Stewardship and Sustainability of Urban and Community Forests
pwiseman
0
530
Designing Experiences People Love
moore
143
24k
Transcript
ͬͯͯཉ͍͠SQLͳ͜ͱ தࠃํ%#ษڧձ
What is it? DB͋Δɺಥવ͘ͳΔ
What is it? ͦΜͳʹཱ͔ͪ͏ ͨͪͷޠͰ͋Δ… ※ϑΟΫγϣϯͰ͢
͋͐͡Μͩ ̍ɹࣗݾհ ̎ɹϧʔϓͰINSERT ̏ɹN+1 ̐ɹςʔϒϧεΩϟϯΛԥΔ ̑ɹ·ͱΊ
͋͐͡Μͩ ̍ɹࣗݾհ ̎ɹϧʔϓͰINSERT ̏ɹN+1 ̐ɹςʔϒϧεΩϟϯΛԥΔ ̑ɹ·ͱΊ
ࣗݾհ ໊લɿીࠜɹେʢͦͶɹ͚ͨͱʣ ྸɿ31ࡀʢࡾਓͷࢠڙ͕͍·͢ʣ ৬ۀɿגࣜձࣾɹΦϛΧϨʢCTOʣ ॴଐɿຊPostgreSQLϢʔβձ ɹɹɹதࠃࢧ෦ ࢧ෦ ɹɹٕज़తʹLLܥݴޠͱ͔RDB͕͖Ͱ͢
͋͐͡Μͩ ̍ɹࣗݾհ ̎ɹϧʔϓͰINSERT ̏ɹN+1 ̐ɹςʔϒϧεΩϟϯΛԥΔ ̑ɹ·ͱΊ
ϧʔϓͰINSERT ͦʔౖ͍ܹͩͨ͠ɻ
ϧʔϓͰINSERT $array = $this->get_hoge(); $this->db->begin(); for ($index = 0; $index
< count($array); $index++) { $this->db->inset($array["{$index}"]) } $this->db->commit();
ϧʔϓͰINSERT $array = $this->get_hoge(); $this->db->begin(); for ($index = 0; $index
< count($array); $index++) { $this->db->inset($array["{$index}"]) } $this->db->commit(); ϧʔϓͷ͚ͩ*/4&35͕ݺΕΔ
ϧʔϓͰINSERT $array = $this->get_hoge(); $this->db->begin(); for ($index = 0; $index
< count($array); $index++) { $this->db->inset($array["{$index}"]) } $this->db->commit(); ϧʔϓͷ͚ͩ*/4&35͕ݺΕΔ ϧʔϓͷ͚ͩDPVOU ͕ݺΕΔ
ϧʔϓͰINSERT ϧʔΫɺόϧΫΠϯαʔτΛ͑
ϧʔϓͰINSERT INSERT INTO hoge (id,name) values (1,’sone1’), (2,’sone2’), (3,’sone3’), (4,’sone4’),
(5,’sone5’), (6,’sone6’) … # ࠷ۙͷFWͳΒྻ͚ͩ͢Ͱ͍͍ this->db->inset($array);
ϧʔϓͰINSERT ͍Ͱ༰ʹΑͬͯ VQEBUFͳΜͰ͢
ϧʔϓͰINSERT $array = $this->get_hoge(); $this->db->begin(); $count = count($array); for ($index
= 0; $index < $count; $index++) { if (empty($array[“{$index}”][“id”])) { $this->db->inset($array["{$index}"]) } else { $this->db->update($array["{$index}"]) } } $this->db->commit();
ϧʔϓͰINSERT ϧʔΫɺ.FSHFจ 614&35 Λ͑ ͔͠͠03.ΫΤϦϏϧμ େ͑ͳ͍
ϧʔϓͰINSERT ——PostgreSQL INSERT INTO ςʔϒϧ໊ VALUES ('̍', '̎', ...ʣ ON
CONFLICT ON CONSTRAINT ੍໊ DO UPDATE SET ΧϥϜ̍='', ΧϥϜ̎='', ...; ——MySQL INSERT INTO ςʔϒϧ໊ VALUES ('̍', '̎', …ʣ ON DUPLICATE KEY ※ࣗͰࢦఆ͢Δ͜ͱ͕ग़དྷͳ͍ UPDATE ΧϥϜ̍='', ΧϥϜ̎='', ...;
͋͐͡Μͩ ̍ɹࣗݾհ ̎ɹϧʔϓͰINSERT ̏ɹN+1 ̐ɹςʔϒϧεΩϟϯΛԥΔ ̑ɹ·ͱΊ
N+1 /
ϧʔϓͰINSERT $array = $this->get_hoge(); $this->db->begin(); for ($index = 0; $index
< count($array); $index++) { $this->db->inset($array["{$index}"]) } $this->db->commit();
N+1 ϧʔϓͷ͚ͩRVFSZ͛Δ
N+1 $users = $this->db->users->get(); $this->db->begin(); foreach ($users as $user_id =>
$user) { if ($user[“pref”] == ‘Ԭࢁ’) { $user[“pref”] = ‘େձ’ } elseif ($user[“pref”] == ‘ౡ’){ $user[“pref”] = ‘ࢁ’ } $this->db->update($user); } $this->db->commit();
N+1 $users = $this->db->users->get(); $this->db->begin(); foreach ($users as $user_id =>
$user) { if ($user[“pref”] == ‘Ԭࢁ’) { $user[“pref”] = ‘େձ’ } elseif ($user[“pref”] == ‘ౡ’){ $user[“pref”] = ‘ࢁ’ } $this->db->update($user); } $this->db->commit(); ͦͦ8)&3&۟ͰQSFGࢦఆͯ͠ 61%"5&ͳΒճ
N+1 ճͷ61%"5&จʹม͑Δ
N+1 UPDATE users SET pref = CASE pref WHEN ‘Ԭࢁ’
THEN ‘େձ’ WHEN ‘ౡ’ THEN ‘ࢁ’ ELSE pref END WHERE pref IN (‘Ԭࢁ’,’ౡ’)
N+1 $"4&ࣜͳͷͰ ৭Μͳͱ͜ΖͰ͑Δ
N+1 $"4&ࣜͳͷͰ ৭Μͳͱ͜ΖͰ͑Δ 03%&3ɹ#:ͱ͔͑Δ
N+1 Ԡ༻ฤ ͭͷ%#Λൺֱͯ͠61%"5&
N+1 JE OBNF BHF TPOF UBLFUPNP
TPVEBJ VTFS@JE CJSUIEBZ QSFG ౡ ࢁ େձ VTFST VTFS@QSPQFSUJFT
N+1 UPDATE users AS u, (SELECT users.id AS id, CASE
WHEN user_properties.birthday > ‘1996-07-30’ THEN ‘ϋλν’ ELSE age END AS age FROM users INNER JOIN user_properties ON user.id = user_properties.user_id AND user_properties.pref IN (‘ࢁ’,’ͳ͝’,’େձ’)) AS tmp SET u.age = tmp.age WHERE u.id = tmp.id
N+1 JE OBNF BHF TPOF UBLFUPNP ϋλν
TPVEBJ VTFS@JE CJSUIEBZ QSFG ౡ ࢁ େձ
͋͐͡Μͩ ̍ɹࣗݾհ ̎ɹϧʔϓͰINSERT ̏ɹN+1 ̐ɹςʔϒϧεΩϟϯΛԥΔ ̑ɹ·ͱΊ
ςʔϒϧεΩϟϯΛԥΔ ϧʔΫɺۚͷؙΛ͑ʢਅإ
ςʔϒϧεΩϟϯΛԥΔ .Z42-ͳΒ44% 1PTUHSF42-ͳΒϝϞϦΛ ·ͣ૿͢
ςʔϒϧεΩϟϯΛԥΔ 1PTUHSF42-͔Β ςʔϒϧεΩϟϯΛ ύϥϨϧΫΤϦʢฒྻॲཧʣग़དྷΔ
ςʔϒϧεΩϟϯΛԥΔ 1PTUHSF42-͔Β ςʔϒϧεΩϟϯΛ ύϥϨϧΫΤϦʢฒྻॲཧʣग़དྷΔ $16ͷΛ૿ͯ͠ԥΕΔΑ͏ʹͳΔ
ςʔϒϧεΩϟϯΛԥΔ ͦΕͰ͍ͳΒ ύʔςʔγϣϯ͔γϟʔσΟϯά
ςʔϒϧεΩϟϯΛԥΔ ͦΕ͕͍࣌͠ ˞ྫ͑σʔλϋεΣΞ ʢ%)8ʣ
ςʔϒϧεΩϟϯΛԥΔ ͦ͏͍͏࣌༻%#Λങ͓͏ ʢ˓˓˓˓ສ͘Β͍͢Δͭʣ
ςʔϒϧεΩϟϯΛԥΔ ςʔϒϧεΩϟϯ͠ͳ͍ઃܭ͕େࣄ
͋͐͡Μͩ ̍ɹࣗݾհ ̎ɹϧʔϓͰINSERT ̏ɹN+1 ̐ɹςʔϒϧεΩϟϯΛԥΔ ̑ɹ·ͱΊ
·ͱΊ ษڧͯ͘͠ΕɺͨͷΉ
·ͱΊ +16(ϝϯόʔΛืूͯ͠·͢
·ͱΊ ϙδγϣϯਓΛҭͯΔ
·ͱΊ ࣍ظࢧ෦܅ͩʂʂ
͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠ɻ