開発期間数年のサービスの完成間際にcontext対応をぶち込む / introduce context.Context into long term project

࣮࿥ʂ։ൃظؒ਺೥ͷ αʔϏεͷ׬੒ؒࡍʹ DPOUFYUରԠΛͿͪࠐΉ LBNBLVSBHP !BDJEMFNPOɹ@

͜Μʹͪ͸ʙ w ໘ന๏ਓΧϠοΫιʔγϟϧήʔϜࣄۀ෦  ήʔϜٕݚϦʔμʔ  ֤ϓϩδΣΫτΛԣஅͰαϙʔτ͢ΔνʔϜ w ීஈ͸ओʹ(Pॻ͍ͨΓ1FSMॻ͍ͨΓ  ௚ۙ͸$Λॻ͍͍ͯΔ 6OJUZ
  &NBDT೿͚ͩͬͨͲ࠷ۙ74$PEF࢖ͬͯΔ w ח૔ࡏॅ Ո͔Β͜ͷձ৔·Ͱెา෼ !BDJEMFNPO

ࣄͷ࢝·Γ w ͋Β͢͡ w ɹɹɹΑ͍ͭ͠΋ͷΑ͏ʹෛՙࢼݧ͢Δͧ w ɹɹɹ"8493BZͰ෼ࢄτϨʔγϯάͩ ਺೥͔͚ͯ։ൃͨ͠(PͷαʔόϓϩάϥϜ͕ͦΖͦΖ  αʔϏεΠϯ͢Δ͜ͱʹΊͰ͍ͨͰ͢Ͷʙ

93BZͰ෼ࢄτϨʔγϯά w ૊௕ !GVKJXBSB ͷ:"1$5PLZPͷൃදͳͲͰ͓ͳ͡Έ IUUQTTQFBLFSEFDLDPNGVKJXBSBZBQDUPLZP w ΧϠοΫͰ͸ࡢ೥͔Βෛՙࢼݧ΍ຊ൪؀ڥͷௐࠪʹ"8493BZΛ ར༻͍ͯ͠Δ
w ૊௕͕࠷ॳʹೖΕͨࣄྫ͸1FSM͕ͩͬͨɺࠓճ͸(PϓϩμΫτ  (PͳΒ"84͕4%,Λग़͍ͯ͠ΔͷͰࣗલͰϥΠϒϥϦ࡞ΔΈ͍ͨ ͳ͜ͱ͠ͳͯ͘΋େৎ෉͜Ε͸উͬͨͳʜʜ ϑϥάͷཱͭԻ

93BZ͸ԿΛ͢Δ͔ w 8FCαʔϏεʹ͓͚Δ͔͔࣌ؒΔཁૉͷՄࢹԽ w جຊతʹ֎෦*0 σʔλϕʔεɺ,74ɺ)551ͳͲʜ ͕͔࣌ؒ ͔Δॲཧ w ηάϝϯτΛ࡞ͬͯ։࢝࣌ؒͱ 
ऴྃ࣌ؒɺΤϥʔͳͲΛه࿥ͯ͠ૹΔ w "84͞ΜʹૹΓ͚ͭΔͱ͍͍ײ͡ʹ  ՄࢹԽͯ͘͠ΕΔˠ͜Μͳײ͡ˠ

93BZ4%,GPS(Pͷ৔߹ DPOUFYUͷҾ͖ճ͠Ͱ࣮ݱ

͜Μͳײ͡ w YSBZ$BQUVSFʹDUYͱ࣮ߦ͍ͨ͠ॲཧΛแΜͩؔ਺Λ౉͢ͱɺ $BQUVSF͕։࢝࣌ࠁͱऴྃ࣌ࠁΛDUYʹه࿥ͯ͘͠ΕΔ  93BZ)551ΫϥΠΞϯτͳͲ͸಺෦Ͱ͜ΕΛ΍͍ͬͯΔ func criticalSection(ctx context.Context) { //this
is an example of a subsegment xray.Capture(ctx, "GameModel.saveGame", func(ctx1 context.Context) error { var err error section.Lock() result := someLockedResource.Go() section.Unlock() xray.AddMetadata(ctx1, "ResourceResult", result) }) } IUUQTEPDTBXTBNB[PODPNKB@KQYSBZMBUFTUEFWHVJEFYSBZTELHPTVCTFHNFOUTIUNM

ͳΔ΄Ͳʜ w 93BZ4%,GPS(PΛ࢖͏ʹ͸DPOUFYU$POUFYU͕ඞཁ w ͜ͷϓϩδΣΫτ͸DPOUFYUᴈ໌ظʹ։ൃ͕ελʔτͨ͠ͷͰɺ%# ΞΫηε΍3FEJTૢ࡞ͷ෦෼ʹDPOUFYUΛར༻͍ͯ͠ͳ͍ w ϦϑΝΫλϦϯάͯ͠DPOUFYUΛҾ͖ճ͍ͯ͘͠ඞཁ͕͋Δͳʜ

DPOUFYUҾ͖ճ͠ϦϑΝΫλ w 3FEJT w SFEJHPΛར༻͍ͯͯ͠ɺࣗલͷ3FEJT$MJFOUͰXSBQ͍ͯͨ͠ ͷͰͦͷҾ਺ʹDPOUFYU$POUFYUΛ௥Ճ  SFEJHP͸3FEJT$MVTUFSඇରԠͳͷͰޙʹHPSFEJTʹೖΕସ͑ͨ w 3FEJTͷ13
w 'MVFOU-PHHFS w ͜Ε΋ࣗલͰXSBQͯͨ͠ͷͰҾ਺ʹDPOUFYU$POUFYUΛ௥Ճ w 'MVFOU-PHHFSͷ13

ͦͷ΄͔ w )551ϦΫΤετ w ֎෦಺෦ؔ܎ͳ͘93BZ4%,ͷ)551$MJFOUʹࠩ͠ସ͑ w "84ͷ֤छαʔϏε w 4244$MPVE4FBSDIͳͲͳͲ͸93BZ4%,ͰXSBQ ͯ͠ద༻Ͱ͖ΔΑ͏ʹͳ͍ͬͯΔ
w ͜ͷลΛϞϩϞϩద༻ͯ͠

͜͜·Ͱ͸!LPOCPJͷ࢓ࣄ ϝϧϖΠʹస৬͍ͯͬͯ͠͠·ͬͨʜ

Ұ൪෺ྔ͋Γͦ͏ͳ %#ΞΫηεͷͱ͜Ζ͕ ·ͩ࢒͍ͬͯΔ

ਓൈ͚ͯϓϩδΣΫτଆ͸େ๩͠ Θͨ͠ͷग़൪ͩ@

%#ΞΫηεͷDPOUFYUରԠ w HPSN HJUIVCDPNKJO[IVHPSN Λར༻ͯͨ͠ w ͦ΋ͦ΋HPSN͕DPOUFYUରԠ͍ͯ͠ͳ͍ w W@EFWϒϥϯνͰDPOUFYUରԠ։ൃͯ͠Δ͚Ͳఀ଺த w
ʜͱ͸͍͑93BZ࢖͏ͷʹ%#ΞΫηεݟΒΕͳ͍ͷ͸ࠔΔ w ͍Ζ͍Ζௐࠪͯ͠Έͨ

93BZ4%,͕༻ҙͯ͠Δ΋ͷ w 42-ͷτϨʔεʹ͍ͭͯͷυΩϡϝϯτ͕৴͡ΒΕͳ͍͘Β͍ബ͍ w ΄Μͱʹ͜Ε͔͠ॻ͍ͯͳ͍

93BZ4%,͕༻ҙͯ͠Δ΋ͷ w ॻ͍ͯ͋Δ͜ͱʮ͓·͑ΒͨͿΜsql.OpenͰ%#ϓʔϧ࡞ͬͯΔ Αͳ ͦΕΛxray.SQLʹ͢Ε͹͍͍͚ͩͩͥʯ w ͳΔ΄Ͳ΍ͬͯΈͨˠίϯύΠϧΤϥʔ w γάωνϟΛ֬ೝˠ໭Γ஋TRM%#͡Όͳͯ͘YSBZ%#ͩʜ package
xray func SQL(driver, dsn string) (*DB, error)

YSBZ%#ͩ w HPSN͸42-$PNNPOͱ͍͏TRM%#ͷίϯςΩετͳ͠ϝιο υΛΠϯλϑΣʔεԽ͍ͯ͠Δ w YSBZ%#͸શ෦DUY෇͖ͰTRM%#ͷDUYϝιουΛ࣮૷͍ͯ͠Δ w ͭ·ΓΠϯλϑΣʔε͕ద߹͠ͳ͍ʜ type SQLCommon
interface { Exec(query string, args ...interface{}) (sql.Result, error) Prepare(query string) (*sql.Stmt, error) Query(query string, args ...interface{}) (*sql.Rows, error) QueryRow(query string, args ...interface{}) *sql.Row } package xray func (db *DB) Exec(ctx context.Context, query string, args ...interface{}) (sql.Result, error) func (db *DB) Prepare(ctx context.Context, query string) (*Stmt, error) func (db *DB) Query(ctx context.Context, query string, args ...interface{}) (*sql.Rows, error) func (db *DB) QueryRow(ctx context.Context, query string, args ...interface{}) *sql.Row HPSN YSBZ

ཧ૝ͱݱ࣮ w HPSNʹ౉͢TRM%#తͳԿ͔ʹࡉ޻Λͯ͠ɺHPSNΛXSBQͨ͠ϓ ϩδΣΫτͷ%#ΞΫηεΦϒδΣΫτ͔ΒͦͷDUYΛ஫ೖ͍ͨ͠ w ͱʹ͔͍͘Ζ͍Ζ΍ͬͯΈ·͕ͨ͠ɺͰ͖·ͤΜͰͨ͠  HPSN͕DPOUFYUରԠͯ͠ͳ͍ͷͰҾ͖ճ͕͠HPSNͰ෼அ͞Εͯ ͠·ͬͯ౉ͤͳ͍ʜΧελϜύϥϝʔλΛ౉͢ํ๏΋༻ҙ͞Εͯͳ͍  &YFD2VFSZͷBSHTͷ࠷ॳʹDUY౉ͯ͠ϥούʔ͕෼཭͢Δࠇຐ๏Έ͍ͨͳ΍ͭ΋ࢼ͚ͨ͠Ͳͪΐͬͱແཧ͕͋ͬͨ  ͋ͱɺTUSVDUͷϝϯόʹDUY࣋ͨͤΔํࣜ͸TRM%#΍HPSN͕දݱ͢Δ΋ͷ͸ίωΫγϣϯϓʔϧͰ͋ͬͯίωΫγϣϯ
Ͱ͸ͳ͍ʜͱ͍͏͜ͱ͔ΒHPSPVUJOFTBGFʹͳΒͳ͍ͷͰ΍ͬͯ͸͍͚ͳ͍Ϡπ

ଥڠͨ͠ํ਑ w %#ΞΫηε෦෼͕DPOUFYUରԠͯ͠ྫ͑͹EFBEMJOFͱ͔DBODFM ͰΫΤϦதஅͰ͖ΔΑ͏ʹ͢Δͷ͸ʜఘΊΔ w HPSNΛXSBQͨ͠΋ͷΛ࡞ͬͯDUY͕౉ΔΑ͏ʹͯ͠ɺ93BZͷ $BQUVSF͚ͩ͸ͪΌΜͱ͢Δ

(PSNͷϥούΛ࡞ͬͯ࢓ࠐΉ w ಋೖखॱͱͯ͠͸͜Μͳ͔Μ͡ HPSN%#ͷϝιουͷ͏ͪ࢖ͬͯΔ΍ͭΛશ෦ಉ͡γάωνϟ Ͱఆٛͯ͠ɺ·ͣ͸ίϯύΠϧΛ௨͢ த਎͸HPSNΛݺͿ͚ͩ ࣍ʹϥούͷୈҰҾ਺ʹશ෦ctx context.ContextΛ௥Ճ͢Δ (PSNΛݺͼग़ͯ͠Δ෦෼Ͱຊ౰ʹେྔͷίϯύΠϧΤϥʔ͕Ͱ
ΔͷͰɺͦΕΛશ෦௚͢ 93BZͷ$BQUVSFΛϥούʔʹ࢓ࠐΉ w ͱʹ͔͕͘େมͳ΍ͭͰ͢

࣮ࡍͷ࡞ۀ

ࣗಈੜ੒ܥͷରԠ w ϦϦʔε௚લͷ͍·DUYೖΕͳ͔ͬͨΒ͍ΘΏΔٕज़తෛ࠴͕υΧʔϯͱͳ ΔΑͶʜΈ͍ͨͳ͜ͱΛ13ίϝϯτʹॻ͍͍ͯͨ w ࣗಈੜ੒ܥ͸େͨۤ͠࿑ͯ͠ͳ͍͚ͲɺEJGG͸

࢒Γͷ࡞ۀ w ͱʹ͔͘%#ݺͼग़͕͠େྔʹ͋ΔͷͰςΩετஔ׵ͳͲ΋ۦ࢖ͭͭ͠ ͣͬͱϦϑΝΫλϦϯάͯ͠ςετΛճ͍ͯͨ͠ w ౰࣌ͷϝϞʹΑΔͱɺ$SFBUF%FMFUF&YFD'JOE'JSTU 3BX4BWFͷछͷϝιου͕߹ܭՕॴͰݺ͹Ε͍ͯΔ w Օॴશ෦खͰ௚ͯ͠ɺ͞Βʹݺͼग़͠ݩ͕DUY࣋ͬͯͳ͔ͬͨ Βͦ͜·ͰDUYΛҾ͖ճͨ͢Ίʹݺͼग़͠ݩΛ૎ͬͯDUY͕ग़ͯ͘Δ·
ͰୈҰҾ਺ʹDUY௥Ճ͢Δ࡞ۀ w ͞Βʹɺςετ΋શ෦context.Background()ͯ͠౉͢࡞ۀ͕ඞཁ

్தܦաͷ༷ࢠ w ҙ֎ͱͭΒ͘ͳͦ͞͏ʹݟ͑Δͷ͸ɺࣗ෼͕ϦϑΝΫλϦϯάେ޷͖ ਓ͔ؒͩΒ ๨೥ձ͔Βؼ͖ͬͯͯਲͬ෷͍ͳ͕ΒϦϑΝΫλϦϯά͢Δఔ౓ʹ͸େ޷͖

िؒ൒͔͔ͬͯແࣄ׬ྃ w HPSNΛXSBQ͢Δ࡞ۀͷຊਞϒϥϯν͸ w ͜ΕͰҰ൪͕͔͔࣌ؒΔͱ͜Ζ͸͓ΘͬͨͷͰɺ93BZͷ$BQUVSF Λ࢓ࠐΜͰ͍͘

ϥούʔʹ$BQUVSFΛ௥Ճ w 93BZͷ$BQUVSFΛͦΕͧΕͷϝιουͰ΍Δ w ͜ͷํࣜͰ͸HPSN͕࣮ࡍʹ࣮ߦ͢Δ42-ΛऔΓग़ͤͳ͍ͨΊɺ୅ΘΓ ʹݺͼग़͠ͷҾ਺ͱίʔϧελοΫΛه࿥ // Exec ͩΑ func
(g *GormDB) Exec(ctx context.Context, sql string, values ...interface{}) *GormDB { if seg := xray.GetSegment(ctx); seg == nil { return g.wrap(g.db.Exec(sql, values...)) } var res *GormDB tmp := []interface{}{sql} tmp = append(tmp, values...) caller := traceCaller("Exec", tmp...) xray.Capture(ctx, g.name, func(ctx context.Context) error { g.recordSQL(ctx, caller) res = g.wrap(g.db.Exec(sql, values...)) return res.Error }) return res } 93BZະ࢖༻࣌ 93BZ࢖༻࣌

த਎ w ίʔϧελοΫͱ42-ͷBSHTΛه࿥ w ه࿥෦෼͸93BZ4%,ͷxray.DB.populate()Λࢀߟʹ func traceCaller(name string, args ...interface{})
string { pc, _, line, _ := runtime.Caller(2) f := runtime.FuncForPC(pc) return fmt.Sprintf("from %s(Line %d): %s(%s) ", f.Name(), line, name, argsString(args...)) } func (g *GormDB) recordSQL(ctx context.Context, info string) { seg := xray.GetSegment(ctx) typ := "master" if g.slave { typ = "slave" } seg.Lock() seg.Namespace = "remote" seg.GetSQL().ConnectionString = g.name seg.GetSQL().DatabaseType = typ seg.GetSQL().SanitizedQuery = info seg.Unlock() }

ແࣄ93BZରԠ׬ྃ w 93BZ4%,GPS(PͷYSBZ42-Λ࢖ͬͨͱ͖ͷΑ͏ʹ͸ߦ͔ͳ ͔͕ͬͨɺ࠷௿ݶ͔͔ͬͨ࣌ؒͱݺͼग़͍ͯ͠Δ৔ॴ಺༰͸Έ͑Δ Α͏ʹͳͬͨɻ͜ͷ13 w ࠓ΋ແࣄຊ൪؀ڥͰ93BZͷτϨʔε͕ಈ͍͍ͯ·͢

DPOUFYUʹ͍ͭͯ ͦͷଞͷ࿩୊

ΫϥΠΞϯτ੾அʹΑΔDBODFM w ΫϥΠΞϯτཁҼͳͷͰཧ༝͸Θ͔Βͳ͍͚ͲɺεϚϗΞϓϦͰ͸ͨ ·ʹඵͱ͔ͰϦΫΤετΛΩϟϯηϧ͢ΔΫϥΠΞϯτ͕͍Δ w %#ίϛοτޙͷϩάॻ͍ͯΔͱ͖ʹΫϥΠΞϯτཁҼͷDPOUFYU DBODFM͕ൃੜ͢Δ͜ͱ͕͋ͬͯɺࠔΔ w IUUQ4FSWFS͔ΒΩϟϯηϧ͞Εͳ͍΄͏͕͏Ε͍͠

ΫϥΠΞϯτ੾அʹΑΔDBODFM w ͦ΋ͦ΋ႈ౳ͳ࡞Γͷ"1*ʹͳ͍ͬͯΕ͹ɺαʔόʹϦΫΤετ͕དྷ ͨΒΫϥΠΞϯτʹؔ܎ͳ͘૸Γ͖ͬͨ΄͏͕Α͍ w SFRSFR8JUI$POUFYU OFX$UY Ͱࠩ͠ସ͑Ͱ͖Δ w ϦΫΤετࣗମͷλΠϜΞ΢τ͸ඞཁͳͷͰɺSFRͷDUYΛܧঝͤͣ
ʹDPOUFYU#BDLHSPVOE Ͱ৽͍͠ίϯςΩετΛ࡞ͬͯλΠϜ Ξ΢τΛઃఆ͢Δ w 4FSWFSΛ(SBDFGVMʹTIVUEPXO͢Δͷ͸ϦΫΤετλΠϜΞ ΢τ෼͘Β͍଴ͯ͹৽͍͠ϦΫΤετड͚෇͚ͳ͍ͷͰେৎ෉

·ͱΊ

·ͱΊײ૝ w ઌԆ͹͍ͯ͠͠Δͱޙ͔ΒϦϑΝΫλϦϯά͢Δίετ͕͍͢͝ࣄʹ ͳΔͷͰͬ͞͞ͱDPOUFYUରԠͨ͠΄͏͕Α͍ w ࠓ͔Β։ൃΛ࢝ΊΔͳΒɺ࢖͍ͬͯΔ%#03.΍3FEJTΞΫηεͳ Ͳͷύοέʔδ͸DPOUFYUରԠ͍ͯ͠Δ΋ͷΛબͿ΂͖  ٕज़બఆͷ༏ઌ౓ͱ͔ͯ͠ͳΓߴ͍ͱ͜ΖʹҐஔ͚ͮΔ΂͖ w
ઃܭํ਑ͱͯ͠ɺ ͨͱ͑ͦΕΛ࣮૷͢Δͱ͖͸࢖ͬͯͳͯ͘΋ ϩ δοΫతʹ֎෦ͷ*0͕͋Δ΋ͷ͸DPOUFYUΛ౉͓ͯ͘͠ͱΑ͍  ͦ͏ͳΔͱ'MVFOUEͰϩάऔΔՄೳੑ͕͋Δͱ͜Ζ͸શ෦౉ͦ͏ʜͱͳΔ͚Ͳͦ͏͍͏΋Μͩ

ิ଍ ͕࣌ؒ͋Ε͹

ิ଍ w YSBZ42-ͱDPOUFYUඇରԠ03.ͷ૬ੑʹ͍ͭͯɺ13ʹϝϞ͕ ͋ΔͷͰͦΕΛҾ༻

ิ଍ ͖ͭͮ w HPSN͔Β࣮ߦ͢Δੜͷ42-ΛऔΓग़ͯ͠93BZʹه࿥Ͱ͖ͳ͍ཧ༝ w ิ଍͢ΔͱɺXSBQ͍ͯ͠ΔͷͰHPSNͷ࣮ମΛݺ͹ͳ͍ͱ8)&3&ͷ৚݅Λ૊Έཱ ͯͯ͘Εͳ͍ͷͰɺ࣮ମΛݺͿલʹه࿥Ͱ͖ͳ͍  ࣮ମΛݺΜͩ͋ͱʹ஌Δํ๏͸ίʔϧόοΫͳΜ͚ͩͲͦΕʹDUY౉͢ํ๏͕ͳ͍ʜ

開発期間数年のサービスの完成間際にcontext対応をぶち込む / introduce con...

開発期間数年のサービスの完成間際にcontext対応をぶち込む / introduce context.Context into long term project

acidlemon

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࣮࿥ʂ։ൃظؒ਺೥ͷ αʔϏεͷ׬੒ؒࡍʹ DPOUFYUରԠΛͿͪࠐΉ LBNBLVSBHP !BDJEMFNPOɹ@

͜Μʹͪ͸ʙ w ໘ന๏ਓΧϠοΫιʔγϟϧήʔϜࣄۀ෦  ήʔϜٕݚϦʔμʔ  ֤ϓϩδΣΫτΛԣஅͰαϙʔτ͢ΔνʔϜ w ීஈ͸ओʹ(Pॻ͍ͨΓ1FSMॻ͍ͨΓ  ௚ۙ͸$Λॻ͍͍ͯΔ 6OJUZ

ࣄͷ࢝·Γ w ͋Β͢͡ w ɹɹɹΑ͍ͭ͠΋ͷΑ͏ʹෛՙࢼݧ͢Δͧ w ɹɹɹ"8493BZͰ෼ࢄτϨʔγϯάͩ ਺೥͔͚ͯ։ൃͨ͠(PͷαʔόϓϩάϥϜ͕ͦΖͦΖ  αʔϏεΠϯ͢Δ͜ͱʹΊͰ͍ͨͰ͢Ͷʙ

93BZͰ෼ࢄτϨʔγϯά w ૊௕ !GVKJXBSB ͷ:"1$5PLZPͷൃදͳͲͰ͓ͳ͡Έ IUUQTTQFBLFSEFDLDPNGVKJXBSBZBQDUPLZP w ΧϠοΫͰ͸ࡢ೥͔Βෛՙࢼݧ΍ຊ൪؀ڥͷௐࠪʹ"8493BZΛ ར༻͍ͯ͠Δ

93BZ͸ԿΛ͢Δ͔ w 8FCαʔϏεʹ͓͚Δ͔͔࣌ؒΔཁૉͷՄࢹԽ w جຊతʹ֎෦*0 σʔλϕʔεɺ,74ɺ)551ͳͲʜ ͕͔࣌ؒ ͔Δॲཧ w ηάϝϯτΛ࡞ͬͯ։࢝࣌ؒͱ

93BZ4%,GPS(Pͷ৔߹ DPOUFYUͷҾ͖ճ͠Ͱ࣮ݱ

͜Μͳײ͡ w YSBZ$BQUVSFʹDUYͱ࣮ߦ͍ͨ͠ॲཧΛแΜͩؔ਺Λ౉͢ͱɺ $BQUVSF͕։࢝࣌ࠁͱऴྃ࣌ࠁΛDUYʹه࿥ͯ͘͠ΕΔ  93BZ)551ΫϥΠΞϯτͳͲ͸಺෦Ͱ͜ΕΛ΍͍ͬͯΔ func criticalSection(ctx context.Context) { //this

ͳΔ΄Ͳʜ w 93BZ4%,GPS(PΛ࢖͏ʹ͸DPOUFYU$POUFYU͕ඞཁ w ͜ͷϓϩδΣΫτ͸DPOUFYUᴈ໌ظʹ։ൃ͕ελʔτͨ͠ͷͰɺ%# ΞΫηε΍3FEJTૢ࡞ͷ෦෼ʹDPOUFYUΛར༻͍ͯ͠ͳ͍ w ϦϑΝΫλϦϯάͯ͠DPOUFYUΛҾ͖ճ͍ͯ͘͠ඞཁ͕͋Δͳʜ

DPOUFYUҾ͖ճ͠ϦϑΝΫλ w 3FEJT w SFEJHPΛར༻͍ͯͯ͠ɺࣗલͷ3FEJT$MJFOUͰXSBQ͍ͯͨ͠ ͷͰͦͷҾ਺ʹDPOUFYU$POUFYUΛ௥Ճ  SFEJHP͸3FEJT$MVTUFSඇରԠͳͷͰޙʹHPSFEJTʹೖΕସ͑ͨ w 3FEJTͷ13

ͦͷ΄͔ w )551ϦΫΤετ w ֎෦಺෦ؔ܎ͳ͘93BZ4%,ͷ)551$MJFOUʹࠩ͠ସ͑ w "84ͷ֤छαʔϏε w 4244$MPVE4FBSDIͳͲͳͲ͸93BZ4%,ͰXSBQ ͯ͠ద༻Ͱ͖ΔΑ͏ʹͳ͍ͬͯΔ