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マルチテナントSaaSにおけるAmazon QuickSightの活用例
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shogo452
September 26, 2022
Programming
1
1.5k
マルチテナントSaaSにおけるAmazon QuickSightの活用例
BigData-JAWS 勉強会#21の登壇資料です。
https://jawsug-bigdata.connpass.com/event/257903/
shogo452
September 26, 2022
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Transcript
#JH%BUB+"84ษڧձ Ϛϧνςφϯτ4BB4ʹ͓͚Δ "NB[PO2VJDL4JHIUͷ׆༻ྫ 4IPHP5BOBLB!TIPHP@@
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ࣗݾհ 2 Shogo Tanaka GitHub @shogo452 / Twitter
@shogo__452 2021.2 גࣜձࣾελϝϯʹೖࣾ ॴଐɿνʔϜͶ͗· ؙͷ্ʹࣗͷࣸਅΛ υϥοάˍυϩοϓ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ΞδΣϯμ 3 ձࣾɾࣄۀհ ΧελϜμογϡϘʔυػೳͷ։ൃ "NB[PO2VJDL4JHIUͷ֓ཁ
ΧελϜμογϡϘʔυػೳͷΞʔΩςΫνϟ "NB[PO2VJDL4JHIUͷΞϓϦέʔγϣϯͷຒΊࠐΈ -BNCEBؔͷ׆༻ྫ $MPVE8BUDIؔͷ׆༻ྫ ӡ༻ͷޮԽ ·ͱΊ
ձࣾɾࣄۀհ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ձࣾ֓ཁ 5 w ໊ࣾɿגࣜձࣾελϝϯ w ઃཱɿ݄ w ॴࡏ
ຊࣾ ɿ໊ݹࢢதଜ۠ԼҪொ w ڌɿחࢧࣾେࡕࢧࣾ w දऀɿՃ౻ް࢙ w ैۀһɿ໊ ݄࣌ͷਖ਼ࣾһ w ࢿຊۚɿԯສԁ w ࣄۀ༰ɿʮ56/"(ʯ͓Αͼʮ'"/54ʯͷاըɾ։ൃɾӡӦ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ࣄۀհ 6 ʮ56/"(ʯɺ4BB4Ϟσϧͷʮ੍ࣾӡ༻Ϋϥυʯͱ ʮ৫ίϯαϧςΟϯάʯΛϫϯετοϓαʔϏεͱͯ͠ఏڙ͠ɺ ސ٬ͷ৫՝ʹߩݙ͢ΔΤϯήʔδϝϯτܦӦϓϥοτϑΥʔϜ ΤϯήʔδϝϯτܦӦΛ࣮ફ͢ΔͨΊͷπʔϧ ΧελϚʔαΫηεͷ׆༻ࢧԉ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ओཁը໘ 7 ʲ੍Ұཡʳ ॏཁͳऔΓΈࣾͷจԽΛ ՄࢹԽ ʲλΠϜϥΠϯʳ ձࣾਓͷಈ͖Λ ϦΞϧλΠϜʹڞ༗
ʲ৫Ұཡʳ ͲͷΑ͏ͳ৫ɾਓ͕͍Δͷ͔Λ ՄࢹԽ ৫ਓͷใΛΔ͖͔͚ͬΛͭ͘Δͭͷը໘
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE 56/"(ͷར༻ͷྲྀΕ 8 ੍Λઃܭ ੍Λར༻ λΠϜϥΠϯͰڞ༗ αϯΫεΧʔυ੍ͷར༻ͷྲྀΕ ʰ੍ࣾʱΛઃܭɾӡ༻͠ɺࣾίϛϡχέʔγϣϯΛ׆ੑԽ
ΧελϜμογϡϘʔυػೳͷ։ൃ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ΧελϜμογϡϘʔυػೳͷ։ൃഎܠ 10 ैۀһΤϯήʔδϝϯτΛܦӦઓུۀʹܨ͛ΔͨΊʹɺ తʹԠͯ͡ಠࣗͷੳμογϡϘʔυΛઃܭ͍ͨ͠ͱ͍͏Λ ଟ͍͍͍ͨͩͯͨ͘ɻ ैདྷ͔Βఏڙ͍ͯ͠ΔμογϡϘʔυ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ΧελϜμογϡϘʔυػೳͷ֓ཁ 11 w56/"(ͷར༻ঢ়گΛಋೖاۀ༷͝ͱʹΧελϚΠζͯ͠ ࢹ֮ԽͰ͖ΔʮΧελϜμογϡϘʔυػೳʯΛ։ൃɻ w࠷খݶͷ։ൃͰͷఏڙΛࢦ͠ɺ#*πʔϧΛ׆༻ɻ "NB[PO2VJDL4JHIU ɾطଘͷΠϯϑϥڥͱͷੑ͕ߴ͍ ɾ"1*ʹΑΔ࿈ܞ͕Մೳ
ΧελϜμογϡϘʔυ
"NB[PO2VJDL4JHIUͷ֓ཁ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ΞΧϯτ 13 ཧऀ "%.*/ ࡞ऀ "65)03 Ӿཡऀ 3&"%&3
ɾμογϡϘʔυͷ࡞ ɾυϧ݄˞ ɾμογϡϘʔυͷӾཡ ɾ࠷େυϧ݄˞ ɾ֤छઃఆͷมߋ ɾμογϡϘʔυͷ࡞ ɾυϧ݄˞ ˞&OUFSQSJTF൛݄ܖͷ߹
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE Ξηοτ 14 σʔλιʔε σʔληοτ ੳ μογϡϘʔυ ެ։ ࢹ֮Խ
ɾμΠϨΫτΫΤϦ ɾ41*$&Πϯϙʔτ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE Ξηοτᶃɿσʔλιʔε 15 ੳ༻ͷσʔλͷιʔεɻϑΝΠϧͷΞοϓϩʔυɺ "84֎ͷαʔϏεͱͷଓ͕Մೳɻ σʔλιʔεͷଓઌྫ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE Ξηοτᶄɿσʔληοτ 16 σʔλιʔεͷҙͷςʔϒϧΛݩʹ࡞͢Δੳ༻ͷσʔλɻ ΧελϜ42-ܭࢉϑΟʔϧυΛ༻͍ͯΧελϚΠζ͕Մೳɻ σʔληοτͷฤूը໘ ܭࢉϑΟʔϧυʹ͍ͭͯɺͪ͜ΒͷهࣄͰհ͍ͯ͠·͢👆
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE Ξηοτᶅɿੳ 17 ϏδϡΞϧͱݺΕΔσʔληοτΛݩʹ࡞ͨ͠άϥϑ ςʔϒϧͳͲͷཁૉ܈ɻ ੳͷฤूը໘
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ΞηοτᶆɿμογϡϘʔυ 18 ੳΛμογϡϘʔυͱͯ͠ެ։ͯ͠࡞ɻ ෳγʔτԽɾ&ϝʔϧૹ৴ɾҹɾ1%'ग़ྗͳͲ͕Մೳɻ ެ։͞ΕͨμογϡϘʔυ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE Ϣʔβʔཧํ๏ᶃɿάϧʔϓ 19 Ұ࿈ͷϢʔβʔΛάϧʔϓʹॴଐͤ͞Δ͜ͱͰɺ ΞΫηεݖݶΛཧͰ͖Δɻ άϧʔϓΛ༻ͨ͠߹ͷڥߏਤ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE Ϣʔβʔཧํ๏ᶄɿ໊લۭؒ 20 ΫϥΠΞϯτɺࢠձࣾɺνʔϜͳͲΛཧ͢ΔͨΊʹ ༻͢Δཧίϯςφɻ ໊લۭؒΛ༻ͨ͠߹ͷڥߏਤ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE άϧʔϓͱ໊લۭؒͷ࡞ํ๏ w໊લۭؒ$SFBUF/BNFTQBDF"1*Ͱ࡞Մೳɻ wάϧʔϓ$SFBUF(SPVQ"1*PS2VJDL4JHIUίϯιʔϧͰ ࡞Մೳɻ $SFBUF/BNFTQBDF"1* $SFBU(SPVQ"1* 2VJDL4JHIUίϯιʔϧάϧʔϓ࡞ը໘
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE άϧʔϓͱ໊લۭؒͷൺֱ 22 w͍ͣΕϢʔβʔ͘͠άϧʔϓผʹ"1*ͳͲΛ༻͍ͯ ֤ΞηοτͷΞΫηεݖݶΛઃఆՄೳ wϚϧνςφϯτߏͷ߹ɺ໊લۭؒͷར༻͕ਪ͞Ε͍ͯΔ quicksight:DescribeDataSet quicksight:DescribeDataSetPermissions quicksight:PassDataSet
quicksight:DescribeIngestion quicksight:ListIngestions quicksight:UpdateDataSet quicksight:DeleteDataSet quicksight:CreateIngestion quicksight:CancelIngestion quicksight:UpdateDataSetPermissions ฤूݖݶͷΞΫγϣϯ܈ ӾཡݖݶͷΞΫγϣϯ܈ σʔληοτ "65)03 3&"%&3 σʔληοτͷ߹ 6QEBUF%BUBTFU1FSNJTTJPOT"1*ͰࢦఆͰ͖Δ"DUJPOT "65)03 "65)03 "65)03 "65)03 σϑΥϧτͷ໊લۭؒ άϧʔϓ" άϧʔϓ# ໊લۭؒ" ໊લۭؒ# ެ։Մೳ 🙆 ެ։ෆՄ 🙅 ✕ άϧʔϓͷ߹ ໊લۭؒͷ߹
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE 41*$& 4VQFSGBTU 1BSBMMFM *ONFNPSZ$BMDVMBUJPO&OHJOF 23 σʔληοτΛ࡞͢Δࡍʹར༻ՄೳͳΠϯϝϞϦΤϯδϯ w"65)03͘͠"%.*/ͷΞΧϯτͭʹ͖ͭ (#ͷ༰ྔׂ͕ΓͯΒΕΔɻ
wίετɿυϧ(# 2VJDL4JHIUίϯιʔϧͷ41*$&ཧը໘
ΧελϜμογϡϘʔυػೳͷ ΞʔΩςΫνϟ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE શମΞʔΩςΫνϟ 25 ໊લۭؒΛ༻͍ͨ ϚϧνςφϯτߏΛ࠾༻
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE શମΞʔΩςΫνϟ 26 ᶃσʔλιʔεͷ४උ wϚελʔσʔλɿϢʔβʔɾ෦ॺͳͲͷใ 㱺"VSPSBͱଓ wτϥϯβΫγϣϯσʔλɿߘɺߘͷطಡFUD 㱺%#ͷෛՙΛߟྀ͠ɺ"UIFOBͱଓ 㱺طଘͷ&5-ج൫Ͱ४උ͞ΕͨσʔλΛ༻
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE શମΞʔΩςΫνϟ 27 ݁߹ͨ͠σʔληοτͷྫ ϢʔβʔผͷαϯΫεΧʔυૹ ᵓαϯΫεૹ ᵓϢʔβʔ ૹऀ
ᵓ෦ॺº৬ ᵓϢʔβʔηάϝϯτ ᵓ੍ ᵋϢʔβʔ डྖऀ ᶄᶅΞηοτͷ࡞ wϚελʔσʔλͱτϥϯβΫγϣϯσʔλͷ ֤σʔληοτΛΈ߹Θͤͯ݁߹͠ɺࢦඪผͷ σʔληοτΛ࡞ wੳΛ࡞͠ɺμογϡϘʔυެ։ ໊લۭؒΛ༻͍ͨ ϚϧνςφϯτߏΛ࠾༻ 👆 ਖ਼نԽ͞Εͨσʔληοτ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE શମΞʔΩςΫνϟ 28 ᶆ56/"(ͷཧը໘ຒΊࠐΈ w3&"%&3μογϡϘʔυ w"65)03μογϡϘʔυฤूը໘
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE શମΞʔΩςΫνϟ 29 ᶇᶈσʔληοτͷߋ৽ wఆظߋ৽ ຖே࣌ʹ&WFOU#SJEHF͕ߋ৽༻ͷ-BNCEBؔΛىಈ wଈ࣌ߋ৽ Ϣʔβʔ͕ߋ৽ϘλϯΛԡԼ 㱺ߋ৽༻ͷ-BNCEB͕ؔىಈ
👆
"NB[PO2VJDL4JHIUͷ ΞϓϦέʔγϣϯͷຒΊࠐΈ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE 4%,Λ༻͍ͨຒΊࠐΈ 31 "844%,GPS3VCZΛ༻͍ͨຒΊࠐΈ༻63-ͷऔಘ "NB[PO2VJDL4JHIU&NCFEEJOH4%,Λ༻͍ͯຒΊࠐΈ 👆 (FOFSBUF&NCFE6SM'PS3FHJTUFSFE6TFS"1*Λ༻ 👈
औಘͨ͠ຒΊࠐΈ༻63-Λ༻
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE Ӿཡը໘ͷຒΊࠐΈ 32 3&"%&3ɿ56/"(ཧը໘ʹμογϡϘʔυΛຒΊࠐΈ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ฤूը໘ͷຒΊࠐΈ 33 "65)03ɿฤूϘλϯΛஔ㱺ੳͷฤूը໘ʹભҠ ฤूϘλϯ 👆
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ฤूը໘ͷຒΊࠐΈ 34 "65)03ɿੳͷฤूը໘ΛຒΊࠐΈ 56/"(ͷཧը໘্ͰੳΛฤूՄೳ👏
-BNCEBؔͷ׆༻ྫᶃ σʔληοτͷࣗಈߋ৽
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ఆظߋ৽ σʔληοτͷߋ৽ͷ՝ͱχʔζ 36 ՝ طଘͷεέδϡʔϧߋ৽ػೳɺ2VJDL4JHIUίϯιʔϧ͔Β ઃఆ͕ඞཁɻϢʔβʔ͕σʔληοτΛ࡞ͨ͠ࡍͷઃఆ͕ ࿙Ε͍͢ɻ
χʔζ ຖ56/"(্ʹར༻σʔλ͕ੵ͞ΕΔͨΊɺ ࠷৽ͷར༻σʔλ͕ຖө͞ΕΔΑ͏ʹ͍ͨ͠ɻ 2VJDL4JHIUίϯιʔϧߋ৽εέδϡʔϧ࡞ը໘
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ଈ࣌ߋ৽ σʔληοτͷߋ৽ͷ՝ͱχʔζ 37 ՝ 2VJDL4JHIUίϯιʔϧ͔Βʮࠓ͙͢ߋ৽ʯͷԡԼ͕ඞཁɻ શσʔληοτΛߋ৽͠Α͏ͱ͢Δͱ2VJDL4JHIUίϯιʔϧ Ͱͷ࡞ۀͷେɻ
χʔζ ɾϢʔβʔใɺ෦ॺͷॴଐใ͕มߋ͞Εͨ߹ʹଈ࣌ʹ ੳʹө͍ͨ͠ɻ ɾଈ࣌ߋ৽Λ56/"(ͷཧը໘͔ΒϢʔβʔૢ࡞Ͱ͖ΔΑ͏ʹ ͍ͨ͠ɻ 👆 2VJDL4JHIUίϯιʔϧσʔληοτৄࡉը໘ ൈਮ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ਖ਼نԽ͞Εͨσʔληοτ݁͘͠߹ͯ͠࡞͞Εͨ σʔληοτͷߋ৽ʹ͓͍ͯɺਖ਼نԽ͞ΕͨσʔληοτΛ ߋ৽ͨ͠ޙʹ݁߹ࡁΈͷσʔληοτΛߋ৽͢ΔΑ͏ʹ͍ͨ͠ɻ
41*$&σʔλߋ৽࣌ʹ"VSPSB͘͠"UIFOBͷ ଟॏϦΫΤετΛ࠷খݶʹ͍ͨ͠ɻ ࣗಈߋ৽ͷཁ݅ 38 㱺͜ΕΒͷཁ݅Λຬͨࣗ͢ಈߋ৽ͷΈΛߏங
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ࣗಈߋ৽ͷΞʔΩςΫνϟ 39
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ࣗಈߋ৽ͷΞʔΩςΫνϟ 40 w&$4λεΫ͕ىಈ w56/"(ͰσʔλมͷॲཧΛ࣮ߦ w56/"(͔Β-BNCEBؔͦͷΛىಈ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ࣗಈߋ৽ͷΞʔΩςΫνϟ 41 -BNCEBؔͦͷ w"1*Ͱσʔληοτͷใऔಘ wσʔληοτಉ࢜ͷґଘؔΛղܾ wσʔληοτ*%Λߋ৽ॱʹྻԽ w-BNCEBؔͦͷΛىಈ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ࣗಈߋ৽ͷΞʔΩςΫνϟ 42 -BNCEBؔͦͷ wͭͷؔͰσʔληοτͭΛ"1*Ͱߋ৽ w࠷ॳͷߋ৽͕ྃ͢Δͱྻͷ࣍ͷ൪ͷσʔληοτΛ ߋ৽͢ΔͨΊʹचͭͳ͗ঢ়ʹؔͦͷΛىಈ 㱺"VSPSBͷಉ࣮࣌ߦΛݮ w࠷ޙͷ൪ͷσʔληοτͷߋ৽͕ྃ࣍ୈɺ
4/4ܦ༝Ͱ56/"(ʹ௨
-BNCEBؔͷ׆༻ྫᶄ ໊લۭؒผͷ41*$&༻ྔͷࢹ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ໊લۭؒผʹ41*$&ͷ༻ྔΛѲ͍ͨ͠
ҙਤͤͣେ༰ྔͷσʔληοτ͕࡞͞Εɺಛఆͷ໊લۭؒ Ͱ41*$&༰ྔΛେ෯ʹઐ༗͞Εͨ߹ʹؾ͖͍ͮͨ 41*$&༻ྔͷѲͷχʔζ 44 wͭͷ"84ΞΧϯτͷ2VJDL4JHIUڥͷ41*$&༰ྔ໊͕લ ۭؒΛԣஅͯ͠༻͞ΕΔɻ w2VJDL4JHIUίϯιʔϧͰ໊લۭؒผͷ41*$&༻ྔ ֬ೝͰ͖ͳ͍ɻ 㱺41*$&ͷ༻ྔΛࢹ͢ΔΈΛߏங
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE 41*$&༻ྔͷࢹͷΈ 45 ࢹͷΞʔΩςΫνϟ $MPVE8BUDIͷμογϡϘʔυ 👇 ໊લۭؒผͷ41*$&ͷ༻ྔ 👇 "65)03ਓ͋ͨΓͷ41*$&ͷ༻ྔ
$MPVE8BUDIͷ׆༻ྫ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE μογϡϘʔυͷύϑΥʔϚϯε 47 μογϡϘʔυͷಡΈࠐΈ͕͍࣌ؒ 㱺ύϑΥʔϚϯεΛݟ͑ΔԽ͢Δํ๏Λࡧ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ύϑΥʔϚϯεͷࢹ 48 ɺ$MPVE8BUDIϝτϦΫεͰ2VJDL4JHIUͷύ ϑΥʔϚϯεΛϞχλϦϯάՄೳʹʂ ϝτϦΫε໊ ༰ *OHFUJPO&SSPS$PVOU σʔλऔΓࠐΈΤϥʔͷճ
*OHFTUJPO*OWPDBUJPO$PVOU σʔλऔΓࠐΈճ *OHFTUJPO-BUFODZ σʔλऔΓࠐΈ *OHFTUJPOSPX$PVOU σʔλऔΓࠐΈߦ %BTICPBSE7JFX$PVOU μογϡϘʔυͷදࣔճ %BTICPBSE7JFX-PBE5JNF μογϡϘʔυͷදࣔ 7JTVBM-PBE5JNF ϏδϡΞϧͷදࣔ 7JTVBM-PBE&SSPS$PVOU ϏδϡΞϧͷදࣔΤϥʔͷճ 2VJDL4JHIUͷϝτϦΫεҰཡ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ύϑΥʔϚϯεͷࢹ 49 ʮ.POJUPSZPVS"NB[PO2VJDL4JHIUEFQMPZNFOUTVTJOHUIFOFX"NB[PO $MPVE8BUDIJOUFHSBUJPOʯΛࢀߟʹɺύϑΥʔϚϯε֬ೝ༻ͷ$8μογϡϘʔυΛ࡞ μογϡϘʔυ࡞ྫ ࠓޙɺύϑΥʔϚϯεվળͰ ׆༻༧ఆʂ
ӡ༻ͷޮԽᶃ ΧελϜ42-ͷཧ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ΧελϜ42-ͷཧ 51 ΧελϜ42-ΛςφϯτΛԣஅͯ͠ڞ༻͢Δʹ͋ͨΓɺ ΧελϜ42-ͷཧ͕ඞཁͱͳͬͨ w൚༻తʹ͍͍ͨ wҙਤ͠ͳ͍มߋΛ͍͗ͨ wߋ৽͢ΔࡍͷखؒΛݮΒ͍ͨ͠ ΧελϜ42-ฤूը໘
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE :".-ϑΝΠϧʹΑΔΧελϜ42-ͷཧ 52 w:".-ϑΝΠϧͰఆܗԽ wϦϙδτϦཧ wߋ৽࣌"84$-*ܦ༝Ͱมߋ :".-ϑΝΠϧͷྫ
ӡ༻ͷޮԽᶄ ॳظηοτΞοϓͷࣗಈԽ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ॳظηοτΞοϓ࡞ۀͷංେԽ 54 w৽نར༻ʹ͚ͨॳظηοτΞοϓʹ ࣾ͋ͨΓ࠷͔͔͍࣌ؒͬͯͨ wϢʔβʔՃɺ"65)03ͷมߋશͯΤϯδχΞ͕ "84$-*ܦ༝Ͱ࣮ߦ σʔληοτͷ݁߹࡞ۀͷྫ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ॳظηοτΞοϓͷࣗಈԽ 55 👆 ໊લۭؒɺϢʔβʔɺσʔληοτɺੳΛࣗಈ࡞ "844%,3VCZΛ׆༻͠ɺॳظηοτΞοϓΛػೳԽ ΫϦοΫ ͔͔͍࣌ؒͬͯͨॳظηοτΞοϓ࡞ۀ͕ ඵ·Ͱॖ🎉
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ॳظηοτΞοϓͷࣗಈԽ 56 👆 👆 Ϣʔβʔͷ৽نՃɺ"65)03ͷมߋࣗಈԽ ฤूݖݶͷ༩ ৽نϢʔβʔͷՃ
ӡ༻ͷޮԽᶅ "84$-*Λ׆༻ͨ͠εΫϦϓτूͷ࡞
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ใͷऔಘͷޮԽͷχʔζ 58 Ξηοτಉ࢜ͷؔੑͷѲ w֤ΞηοτͷؔੑΛཏతʹ֬ೝ͍ͨ͠ɻ ɾͲͷੳ͕ͲͷμογϡϘʔυʹެ։͞Ε͍ͯΔͷ͔ ɾͲͷσʔληοτ͕Ͳͷੳʹ༻͞Ε͍ͯΔͷ͔ ɾͲͷσʔληοτ͕݁߹͞Ε͍ͯΔͷ͔
wΞηοτͷؔੑΛπϦʔߏͰݟ͘͢ද͍ࣔͨ͠ σʔληοτͷྨɾҰཡԽ wͲͷ໊લۭؒʹଐ͍ͯ͠Δ͔ΛҰཡԽ͍ͨ͠ w֤σʔληοτͷ41*$&ͷ༻ྔΛҰཡԽ͍ͨ͠ 㱺ޮԽ༻ͷεΫϦϓτΛ࡞
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE εΫϦϓτूͷ࡞ 59 ೖྗྫ ग़ྗྫ ग़ྗྫ ೖྗྫ Ξηοτಉ࢜ͷؔੑΛπϦʔܗࣜͰग़ྗ͢ΔεΫϦϓτ ⾣μογϡϘʔυΛىʹπϦʔදࣔ͢Δ߹
⾣ੳΛىʹπϦʔදࣔ͢Δ߹
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE εΫϦϓτूͷ࡞ 60 ೖྗྫ ग़ྗྫ ໊લۭؒผͷσʔληοτΛҰཡԽͰ͖ΔεΫϦϓτ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE εΫϦϓτूͷ࡞ 61 👇࡞ͨ͠εΫϦϓτूͪ͜ΒͰެ։͍ͯ͠·͢ 👇ใऔಘͷ՝ʹ͍ͭͯͪ͜ΒͷهࣄͰհ͍ͯ͠·͢
·ͱΊ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ·ͱΊ 63 w ໊લۭؒͷ׆༻ 㱺ϚϧνςφϯτߏΛ࣮ݱՄೳ w ຒΊࠐΈͷ׆༻ 㱺࠷খͰੳڥΛఏڙՄೳ
w -BNCEB $MPVE8BUDIͱͷ࿈ܞ 㱺ߋ৽ͷࣗಈԽࢹͷΈ͕ߏஙՄೳ w "844%,ͷ׆༻ 㱺ϢʔβʔɾΞηοτͷॲཧͷػೳԽ͕Մೳ w "84$-*ͷ׆༻ 㱺ΦϖϨʔγϣϯΛޮԽɺࣗಈԽ͕Մೳ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ·ͱΊ 64 ϚϧνςφϯτߏɺຒΊࠐΈɺ-BNCEBؔͷৄࡉ ςοΫϒϩάͰ·ͱΊ͍ͯ·͢ɻ w ໊લۭؒΛ༻͍ͨ2VJDL4JHIU্ͰͷϚϧνςφϯτͷ࣮ݱ w 2VJDL4JHIUΛར༻ͯ͠ΧελϚΠζͨ͠μογϡϘʔυΛຒΊࠐΉ
w 2VJDL4JHIU41*$&σʔλͷ-BNCEBؔΛ༻͍ͨࣗಈߋ৽ॲཧ w 2VJDL4JHIUͷ41*$&σʔλ༻ྔΛ-BNCEBͰࢹ͍ͯ͠Δ 👇 ςοΫϒϩά
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ΤϯδχΞઈࢍ࠾༻தͰ͢ʂ 65 ΤϯδχΞ σβΠφʔ 1E.Λ࠾༻தɻ ݄ΑΓ౦ژڌΛ։ઃ͠·͢ʂ 8BOUFEMZ ΤϯδχΞϦϯά
ϋϯυϒοΫ 👇 ։ൃମ੍։ൃͷྲྀΕʹ͍ͭͯ 👇 ౦ژڌͷ࠾༻ใ
$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE 66 ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠