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
【Go活用事例】 安全運転支援サービスを支える 運用管理システム
Search
Hirotaka Suzuki
November 01, 2019
Technology
1.6k
3
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
【Go活用事例】 安全運転支援サービスを支える 運用管理システム
2019/11/1 の、DeNA.go #3 の発表資料です。
Hirotaka Suzuki
November 01, 2019
More Decks by Hirotaka Suzuki
See All by Hirotaka Suzuki
サーバーエンジニアがFlutterに挑戦している話
suhirotaka
0
130
Other Decks in Technology
See All in Technology
コーディングエージェントでM5Stack系の開発を少し試した時の話 / M5 Japan Tour 2026 Autumn 東京
you
PRO
0
120
Sigmaで作る業務アプリ
kazushiro_honma
0
110
2026-09-10 【Snowflake World Tour Tokyo 2026】dbt Core と Snowflake で実現する多層的なデータガバナンス / Multi-Layered Data Governance Powered by dbt Core and Snowflake
civitaspo
0
310
作品が生態系になった ─ Mini Tokyo 3D から世界へ
nagix
0
150
Adaptive Warehouse を今すぐ導入すべき理由と迷ったときの判断基準
__allllllllez__
0
160
Sigmaユーザーのための有用リソース一挙公開 & Sigmaで使えるMCP #sigma_ucj /useful-resources-for-sigma-computing-users-and-mcps-with-sigma
shinyaa31
0
180
2026-09-11 【Snowflake World Tour Tokyo 2026】Snowflakeを起点に、AI Agentが自律稼働し続ける未来へ / Driving AI Agents with Snowflake
civitaspo
0
290
Amazon S3 Tablesに全部任せてみた結果——コンパクション/スナップショット管理は本当に手放せるか
shigeruoda
1
460
プロダクト思考 × 基盤思考を AIで実現する Compound Engineering
tkc66buzz
1
310
研究開発部の紹介 / Sansan R&D Profile
sansan33
PRO
4
25k
AI時代のAPI品質を支えるガードレール / API Guardrails for API quality in the AI era
yokawasa
1
210
Claude Code本って、 読む必要あるの?
oikon48
2
380
Featured
See All Featured
Documentation Writing (for coders)
carmenintech
77
5.5k
Leveraging LLMs for student feedback in introductory data science courses - posit::conf(2025)
minecr
1
380
GraphQLの誤解/rethinking-graphql
sonatard
75
12k
Pawsitive SEO: Lessons from My Dog (and Many Mistakes) on Thriving as a Consultant in the Age of AI
davidcarrasco
0
240
Darren the Foodie - Storyboard
khoart
PRO
3
3.9k
RailsConf & Balkan Ruby 2019: The Past, Present, and Future of Rails at GitHub
eileencodes
141
35k
The Limits of Empathy - UXLibs8
cassininazir
1
650
What does AI have to do with Human Rights?
axbom
PRO
1
2.4k
Creating an realtime collaboration tool: Agile Flush - .NET Oxford
marcduiker
35
2.6k
Jamie Indigo - Trashchat’s Guide to Black Boxes: Technical SEO Tactics for LLMs
techseoconnect
PRO
0
660
How Fast Is Fast Enough? [PerfNow 2025]
tammyeverts
3
880
How People are Using Generative and Agentic AI to Supercharge Their Products, Projects, Services and Value Streams Today
helenjbeal
1
310
Transcript
ʲ(P׆༻ࣄྫʳ ҆શӡసࢧԉαʔϏεΛࢧ͑Δ ӡ༻ཧγεςϜ ླ༟ਸ!TVIJSPUBLB ΦʔτϞʔςΟϒࣄۀຊ෦εϚʔτυϥΠϏϯά෦γεςϜ։ൃάϧʔϓ גࣜձࣾσΟʔɾΤψɾΤʔ The Go
gopher was designed by Renee French.
ࣗݾհ ླ༟ਸ!TVIJSPUBLB ϑϦʔϥϯεɾϔϧεςοΫܥελʔτΞοϓΛܦͯɺ %F/"ೖࣾɻ ަ௨ࣄނݮαʔϏε%3*7&$)"35ͷαʔόʔΞϓϦ έʔγϣϯ։ൃΛ͍ͬͯ·͢ɻ 8FCͷਐԽͱͱʹಈըαΠτ͔ΒϞϏϦςΟαʔϏε ·ͰؔΘ͖ͬͯͯɺͬͱͬͱ8FC͕׆༂͢Δࣾձʹ
͍͖͍ͯͨ͠ɻ
ຊͷΞδΣϯμ (PΛͬͨ։ൃͷݱͷงғؾΛ͓͍͑ͨ͠ʂ • (PΛͬͯͳʹΛͭͬͨ͘ͷʁ • ͳΜͰ(PΛ࠾༻ͨ͠ͷʁ • ͲΜͳϥΠϒϥϦΛͬͯΔͷʁ • ۩ମతͳ࣮ʹ͍ͭͯ
• 3BJMTͱͷซ༻ͷίπ • ։ൃͰۤ࿑ͨͯ͠͠Δ͜ͱʁ
(PͰͳʹΛ͍ͭͬͯ͘Δ͔
%3*7&$)"35ͱʁ
%3*7&$)"35ͱ 4 A2 DRIVE CHART
%3*7&$)"35ͷ࣮ূޮՌ 5 A3 DRIVE CHART
ं֎ΧϝϥͷΑ͏͢ 㾎ंؒڑෆ 㾎Ұ࣌ෆఀࢭ 㾎ա
ंΧϝϥͷΑ͏͢ 㾎ݟ 㾎ډΓ
ʑͷӡసϨϙʔτ 9 A7 ӡసͷΫηΛݟ͑ΔԽ͠ɺةݥͳಈը͚ͩϐοΫΞοϓɻ
%3*7&$)"35ͷӡ༻ཧ͕Ͱ͖Δ 8&#γεςϜΛͭ͘Γ·ͨ͠
ͨͱ͑ɺ͜Μͳ͜ͱ͕Ͱ͖·͢ ✓ ֤ςʔϒϧʢҎ্ʣͷ$36%ૢ࡞ΠϯϙʔτɾΤΫεϙʔτ ✓ ंࡌثͷ෦Λൃͯ͠ɺൃॻͷ1%'Λμϯϩʔυ͢Δ ✓ ෦͕ೲ͞Εͨͱ͖෦͕༻͞Εͨͱ͖ʹɺࡏݿΛਖ਼͘͠อͭ ✓ ͰͷंࡌثͷΈཱ͔ͯΒൃૹ·ͰΛτϥοΩϯά͢Δ ✓
Ͳͷंࡌث͕Ͳͷं྆ʹऔΓ͚ΒΕ͍ͯΔ͔ཧ͢Δ ✓ ंࡌثʹ৴͢ΔΞϓϦέʔγϣϯΛΞοϓϩʔυ͢Δ ✓ "*ʹΑΔϢʔβʔͷإೝূͷਖ਼֬ੑΛνΣοΫ͢Δ ✓ Ϣʔβʔ͔ΒͷϑΟʔυόοΫΛ֬ೝͯ͠ɺϝʔϧฦ৴͢Δ ✓ ϢʔβʔͷݖݶΛΘ͔Γ͍͢(6*Ͱ֬ೝɾมߋ͢Δ ✓ ंࡌثͷՔಇঢ়گΛϦΞϧλΠϜͰूܭ͢Δ ɾɾɾɾɾɾ
ը໘հ
ं྆Ұཡը໘
ं྆Ұཡը໘ʢ֦େʣ $47Πϯϙʔτ $47ΤΫεϙʔτ ϑΟϧλʢΠϯΫϦϝϯλϧαʔνʣ ϑΟϧλʢϓϧμϯʣ ৄࡉදࣔϘλϯ আϘλϯ ҹϘλϯ
෦ൃը໘
ंࡌثऔΓ͚ը໘
ंࡌثΞϓϦέʔγϣϯ৴ը໘
Ϣʔβʔཧը໘
(PΛ࠾༻͢Δ·ͰͷಓͷΓ
ΞʔΩςΫνϟ
ΞʔΩςΫνϟʢ֦େʣ (P 3BJMT ֤ίϯϙʔωϯτ ϚΠΫϩαʔϏεԽ
(PͰॻ͔Ε͍ͯΔͷ • ӡ༻ཧγεςϜͷ"1*ɾϏϡʔ 3BJMTͰॻ͔Ε͍ͯΔͷ • ंࡌثͱͷ௨৴"1* • ंࡌث͔ΒͷϑΝΠϧΞοϓϩʔυ"1* • 8&#ΫϥΠΞϯτͱͷ௨৴"1*
• ఆظόονσʔϞϯ 3BJMT͕ଟ͍ ΞʔΩςΫνϟʢݴޠผʣ
%3*7&$)"35ࣄۀԽ·ͰͷಓͷΓ ࣮ূ࣮ݧʢ̎ʣ ύʔτφʔ༷ͱ࣮ݧతʹαʔϏεΛӡ༻ͯ͠ɺຊʹަ௨ࣄނݮޮՌ͕͋Δͷ͔Λݕূ ‑ ࣄۀԽ0,͔ͷஅ ͠/(Ͱ͋Εɺ࣮ূ࣮ݧதͷιʔείʔυ͓ଂೖΓʹɾɾɾ ‑ ຊαʔϏε։࢝ ظؒͷαʔϏεΛܧଓΛલఏʹɺεέʔϥϏϦςΟΛߟྀͨ͠γεςϜߏங͕ඞཁ
(PPS3BJMT ˒࣮ূ࣮ݧ࣌ɺεϐʔυॏࢹͰ3BJMT 8FC։ൃʹඞཁͳϥΠϒϥϦ͕ͦΖ͍ͬͯͯɺͳΜͱ͍ͬͯ։ൃ͕͍ w ࣮ূ࣮ݧதසൟʹ༷มߋ͕ൃੜ͠ɺεϐʔυউෛ ˒ຊαʔϏεɺύϑΥʔϚϯεॏࢹͰ(P ࣮ߦͷ͞ • ͕̎ഒʹͳΕαʔόʔ͕ͰࡁΉʢίετϝϦοτʣ ੩తܕ͚
• ظؒͷӡ༻Λߟ͑Δͱɺܕ͕͋Δ͜ͱͰେنͳϦϑΝΫλϦϯάָ͕ʹͳΔ ʢӡ༻ϝϦοτʣ
(PͰॻ͔Ε͍ͯΔͷ • ӡ༻ཧγεςϜͷ"1*ɾϏϡʔ 3BJMTͰॻ͔Ε͍ͯΔͷ • ंࡌثͱͷ௨৴"1* • ंࡌث͔ΒͷϑΝΠϧΞοϓϩʔυ"1* • 8&#ΫϥΠΞϯτͱͷ௨৴"1*
• ఆظόονσʔϞϯ 3BJMT͕ଟ͍ ΞʔΩςΫνϟʢݴޠผʣ ࣮ূ࣮ݧதʹ ͳ͔ͬͨαʔϏε ࣮ূ࣮ݧத͔Β ͋ͬͨαʔϏε
ӡ༻ཧγεςϜ͔Β(PΛ࠾༻͠ɺ ͦͷଞͷαʔϏε ॱ࣍(PʹϦϓϨΠε༧ఆ
(PΛ͞Θͬͯ࠷ॳʹײͨ͜͡ͱ • ίϯύΠϧ͕௨Εɺ͍͍ͩͨҙਤ௨Γʹਖ਼͘͠ಈ͍͍ͯΔɻݴޠઃ ܭ͕लҳͳͷͩͱࢥ͏ • ܕ·ΘΓ͕ॊೈͳͷͰɺಈతܕ͚ͷݴޠ͔ΒͰۤ࿑͠ͳ͍ • "5PVSPG(PΛҰ௨Γऴ͑Εɺ044ͷιʔείʔυಡΊΔ • ιʔε͕͍ɾɾɾ
• จࣈྻૢ࡞େมɾɾɾ
͍ͬͯΔϥΠϒϥϦ
8"'ʢϑϨʔϜϫʔΫʣ ˒(PͷϑϨʔϜϫʔΫΛίϯηϓτ͔Βେࡶʹ̎ͭʹେผ͢Δͱɾɾ ϑϧελοΫɾ.7$WTϛχϚϧɾߴ ˒ͳͥͳΒɾɾ w యܕతͳ8FCγεςϜͷͨΊɺϑϧελοΫϑϨʔϜϫʔΫͷԸܙʹ͔͋ͣΓ͍ͨ w ӡ༻ཧγεςϜ͕ߴʹಈ࡞͢Δඞཁੑ͏͍͢
ݕ౼ͨ͠ϑϨʔϜϫʔΫ #FFHP ˕ 3FWFM ͻͱͱ͓ΓͷػೳͦΖ͍ͬͯΔ͕ɺఀؾຯ *SJT ϓϩδΣΫτͷӡӦ໘ͰΛ๊͍͑ͯΔΑ͏ ࠓճͬͪ͜ʂ
#FFHPʹ͍ͭͯ • ϑϧελοΫͷ.7$ϑϨʔϜϫʔΫ • தࠃͰਓؾ͕͋ΓɺΤϯλʔϓϥΠζͰͷ࣮๛ʢςϯηϯτɾϑΝʔΣΠɾɾɾʣ • 8FC։ൃ͚ͷػೳҰ௨ΓͦΖ͍ͬͯΔ •
֤ػೳϞδϡʔϧԽ͞Ε͓ͯΓɺ͖ͳϥΠϒϥϦʹೖΕସ͑ΒΕΔ • ηογϣϯɾΩϟογϡɾϩΨʔɾJOɺɺɺ03.·Ͱ͍͍ͭͯΔ • ϑϧελοΫϑϨʔϜϫʔΫͷΘΓʹɺϕϯνϚʔΫ͍ͦͦ͜͜ • 3BJMTಉ༷ʹɺCFFͱ͍͏$-*πʔϧ͕͋Δ • ίʔυࣗಈੜʢTDBGGPMEJOHʣͰ͖Δ
ϥΠϒϥϦհ 03. (03. কདྷͷ3BJMT͔ΒͷϦϓϨΠεͷͨΊɺ"DUJWF3FDPSEʹ ࣅͨػೳ͕΄͍͠ ϩΨʔ MPHSVT #FFHPͷMPHTϞδϡʔϧ༻ҙ͞Ε͍ͯΔ͕ɺMPHSVTΛ
༻͍ͯ͠Δ ڥઃఆ $POpHPS ڥ͝ͱʹઃఆϑΝΠϧΛ࡞Ͱ͖Δ ύοέʔδཧ HMJEFˠ (P.PEVMFT HMJEFΛ͍͕ͬͯͨɺ(P.PEVMFTͷಋೖޙʹҠߦ ߦऔಘ XIFSFBNJ ࣮ߦதͷιʔείʔυͷߦΛऔಘͰ͖ΔɻΤϥʔ௨ ࣌ʹ༻
ϥΠϒϥϦհ ߏମͷൺֱ HPDNQ ߏମͳͲͷҰகΛྑ͍ײ͡ʹൺֱͯ͘͠ΕΔ *%ੜ YJE ϢχʔΫ*%Λੜ͢ΔɻΞηοτͷμΠδΣετ༩ ͳͲͰ༻
1%'ੜ HPQEG ຊޠ͖Ε͍ʹ1%'ग़ྗͯ͘͠ΕΔɺ͋Γ͕͍ͨϥ ΠϒϥϦ ը૾ੜ HH ͖ͳϑΥϯτΛϩʔυͯ͠ςΩετΛը૾ԽͰ͖Δ όʔίʔυੜ #BSDPEF 23ίʔυͷ࡞ʹ༻
࣮ʹ͍ͭͯ
#FFHPΛͬͯ ࣮͍͖ͯ͠·͢
࣮ʢ$POUSPMMFSʣ ˒ϕʔεͷίϯτϩʔϥߏମΛఆٛ͢Δ • ϨεϙϯεͷϑΥʔϚοτʢ)5.-+40/ʣͰɺߏମΛ͚Δ // controllers/html/base.go type HTMLController
struct { beego.Controller accesslog *logger.AccessLog } // controllers/api/base.go type APIController struct { beego.Controller accesslog *logger.AccessLog }
࣮ʢ$POUSPMMFSʣ ˒ϧʔςΟϯάΛఆٛ͢Δ // routers.go // ϩάΠϯ༻ΤϯυϙΠϯτ beego.Router("/login", &opshtml.HTMLController{},
"get:LoginIndex") beego.Router("/api/login", &opsapi.APIController{}, "post:LoginIndex")
࣮ʢ$POUSPMMFSʣ ˒ίϯτϩʔϥڞ௨ॲཧΛ࣮͢Δ • 1SFQBSF Ͱίϯτϩʔϥͷલॲཧɺ'JOJTI Ͱίϯτϩʔϥͷޙॲཧ͕ॻ͚Δʢ3BJMT ͷCFGPSF@BDUJPOɾBGUFS@BDUJPOͷΑ͏ͳͷʣ //
controllers/api/base.go func (c *APIController) Prepare() { // ΫοΩʔೝূݖݶνΣοΫͳͲ } func (c *APIController) Finish() { // ϩάͷॻ͖ग़͠ͳͲ }
࣮ʢ$POUSPMMFSʣ ˒ίϯτϩʔϥݸผॲཧΛ࣮͢Δ // controllers/api/login.go func (c *APIController) LoginIndex()
{ // ϩάΠϯॲཧΛͯ͠ɺJSONΛฦ͢ c.ServeJSON() } // controllers/html/login.go func (c *HTMLController) LoginIndex() { // ϩάΠϯϖʔδͷϏϡʔΛฦ͢ c.TplName = "ops/login/index.tpl" }
࣮ʢ.PEFMʣ ˒%#εΩʔϚʹରԠ͢ΔߏମΛఆٛ͢Δ // models/car_schema.go type Car struct {
ID int `gorm:"column:id;primary_key" json:"id" csv:"id" chart:"display:ID;sortable:true;filterable:true;type:number;formable:f alse;listable:true"` Name *string `gorm:"column:name" json:"name" csv:"name" chart:"display:ं྆ ໊;sortable:true;filterable:true;type:text;formable:true;listable:true "` // ...... }
࣮ʢ.PEFMʣ ˒Ϩίʔυͷݕࡧ݁ՌΛ֨ೲ͢ΔߏମΛఆٛ͢Δ // models/car_schema.go type Cars struct {
Cars []Car `json:"data"` CountTotal int `json:"recordsTotal"` // ...... }
࣮ʢ.PEFMʣ ˒ϞσϧϩδοΫΛ࣮͢Δ • ϝιου໊ɺ"DUJWF3FDPSEͷϝιου໊Λҙࣝ͢Δ • (03.ͷϑοΫʢ#FGPSF$SFBUFɾ"GUFS$SFBUFʣ͕͑Δ // models/car.go
func (car *Car) FindBy() error { // ̍݅औಘ } func (cars *Cars) Where() error { // ෳ݅औಘ } func (car *Car) Update() error { // ̍݅ߋ৽ } func (cars *Cars) UpdateAll() error { // ෳ݅ߋ৽ }
࣮ʢ7JFXʣ ˒ϏϡʔςϯϓϨʔτΛ࣮͢Δ • HPͷςϯϓϨʔτύοέʔδΛ͏ • +40/ϏϡʔΛΘͣʹɺϞσϧͷߏମͰϨεϙϯεΛఆٛ͢Δ {{/* views/login/index.tpl
*/}} <div> <img src="{{ .baseURL }}/logo.png" width="100" height="100"> </div>
// main.go beego.Run()
্࣮ͷ
εΩʔϚߏମ ˒ςʔϒϧ͝ͱʹɺ%#ͷεΩʔϚఆٛΛөͨ͠εΩʔϚߏମΛͭ͘Δ ˒ܕͱWBMJEBUFλάͰεΩʔϚΛදݱ͢Δ w (03.ͷ্༷ɺ/6--ڐՄͷΧϥϜϙΠϯλܕʹ͢Δඞཁ͕͋Δ type TableExample struct
{ // int unsigned (NOT NULL) DeviceID int `validate:"min=0"` // int unsigned (NOT NULL DEFAULT 0) UserCertBy *int `validate:"min=0"` // int unsigned UserID *int // varchar (NOT NULL) Result string `validate:"required"` // varchar Name *string }
εΩʔϚߏମ ˒ΫϥΠΞϯταΠυͰͷڍಈΛߏମͷλάʹఆٛ͢Δ • +BWB4DSJQUʹλάͷ༰Λ+40/Ͱฦ٫͢Δ • ʢྫʣ͋ΔΧϥϜʹରͯ͠ɺιʔτػೳΛ༗ޮʹ͢Δ͔Ͳ͏͔ • ʢྫʣ͋ΔΧϥϜΛɺ$47ͷग़ྗରʹ͢Δ͔Ͳ͏͔
type TableExample struct { Name *string `gorm:"column:name" json:"name" csv:"name" chart:”display:Name;sortable:true;filterable:true;type:text;formab le:true;listable:true"` UpdatedByUserName string `gorm:"-" json:"updated_by_user_name" csv:"-" chart:"display:ߋ৽ ऀ;sortable:false;filterable:false;type:text;formable:false"` }
࣮ͷڞ௨Խ ˒ଟͷςʔϒϧʹରͯ͠ɺڞ௨ͷػೳΛ࣮͍ͨ͠ • ʢྫʣDBSTʹର͢Δ$SFBUFͷϩδοΫͱɺVTFSTʹର͢Δ$SFBUFͷϩδοΫಉ͡ ˒͔͕͠͠ɾɾ • ςʔϒϧ͕ଟ͍ͷͰɺಉ͡ϩδοΫ࣮Λڞ௨Խ͍ͨ͠ • (PʹδΣωϦΫε͕ͳ͍ʢ˞࣮࣌࣌ʣͷͰɺڞ௨ϝιουΛͭ͘Δ͜ͱ͍͠ •
·ͨڞ௨ϝιουʹͯ͠͠·͏ͱɺ༷ͷॊೈੑ͕ࣦΘΕΔ ‑ ϞσϧɾίϯτϩʔϥɾϏϡʔͷܗΛࣗಈੜͰ͖ΔΑ͏ʹ͢ΔʢಠࣗͷTDBGGPMEJOHػೳʣ
ͱ͍͑ɺଞͷαʔϏε 3BJMTͰಈ͍͍ͯΔɾɾ
3BJMTαʔϏεͱͷซଘ ˒%#·ΘΓͷఆٛͷڞ௨Խ • (PͷαʔϏεͱ3BJMTͷαʔϏε͕ಉ͡%#Λࢀর͍ͯ͠Δ߹ɺ%#·ΘΓͷఆٛͷ ߋ৽͕ࠩόάͷԹচʹͳΔ • Ͱ͖Δ͚ͩೋॏཧΛආ͚ΔΑ͏ʹ͢Δ ڞ௨ԽͷҰྫ
%#εΩʔϚఆٛ 3VCZ SJEHFQPMF ͰҰݩཧ εΩʔϚߏମ %#εΩʔϚ͔ΒεΩʔϚߏମΛࣗಈੜɻ·ͨɺ%#εΩʔ Ϛͱͷ͕ࠩൃੜ͍ͯ͠ͳ͍͔ΛνΣοΫ͢ΔπʔϧΛ༻ҙ FOVNఆٛ ZBNMʹFOVNͷఆٛΛॻ͖ग़͠ɺ྆γεςϜ͔ΒಡΈࠐΉ
3BJMTαʔϏεͱͷซଘ ˒҉߸Խ·ΘΓͷڞ௨Խ • ҰํͷαʔϏεͰ҉߸Խͨ͠Λ͏ҰํͷαʔϏεͰࢀর͍ͨ͠߹ɺ҉߸Խํࣜ 伴Λ߹ΘͤΔඞཁ͕͋Δ • ʢྫʣγϯάϧαΠϯΦϯ • ෳͷαʔϏεͰɺಉ͡Ϣʔβʔ໊ɾύεϫʔυͰϩάΠϯ͍ͨ͠ •
3VCZͷ%FWJTFɺϢʔβʔύεϫʔυͷ҉߸Խʹ#$SZQUΛ༻͢Δ • (PଆͰ#$SZQU·ΘΓͷॲཧΛ࣮͢Δඞཁ͕͋Δ • 伴ͷཧ͕໘ʹͳΔ • 伴ͷߋ৽λΠϛϯάΛͦΖ͑ΔͳͲͷ • ΫϥυαʔϏεΛ͏ͱָʢ"844FDSFUT.BOBHFSͳͲʣ
3BJMTαʔϏεͱͷซଘ ˒ϢʔςΟϦςΟػೳͷڞ௨Խ • ൚༻తͳϢʔςΟϦςΟΛͲͪΒଆͷαʔϏεʹ࣮͢Δ͔ʁ • ϝʔϧૹ৴ɾ௨γεςϜɾ֎෦"1*࿈ܞɾɾɾ • ͲͪΒ͔ҰํʹدͤΔʁ • αʔϏεؒͷ௨৴͕ൃੜ͢Δʢ3&45"1*PSH31$ʁʣ
• υΩϡϝϯτඋͷඞཁੑ্͕͕Δ • ྆αʔϏεͰ࣮͢Δʁ • ࣮ίετ͕ΒΉ • ߋ৽͕ࠩόάͷԹচʹͳΔ
͜Ε͔Β(PΛ ͕Μ͕Μ͍͖ͬͯ·͢