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%Cʹཷ·ͬͨσʔλΛ༗ޮ׆༻ʂ +VQZUFS /PUFCPPL͔Β%C΁ Β͘Β͘ΞΫηε ੢ށ ژࢠ ,ZPLP/JTIJUP ೔ຊΞΠɾϏʔɾΤϜגࣜձࣾ ςΫϊϩδʔࣄۀ෦ %BUB"*5FDIOJDBM4BMFT

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੢ށ ژࢠ ೔ຊΞΠɾϏʔɾΤϜגࣜձࣾ ςΫϊϩδʔࣄۀ෦ %BUB"*5FDIOJDBM4BMFT github.com/kyokonishito twitter.com/KyokoNishito www.linkedin.com/in/kyokonishito qiita.com/nishikyon speakerdeck.com/kyokonishito ೔ຊ*#.ʹͯओʹ*#.ͷࣾ಺γεςϜ։ൃɾอकʹैࣄ͠ɺཁ ݅ఆ͔ٛΒอक·Ͱɺ։ൃऀɾ1.ɾΞʔΩςΫτͱͯ͠೔ຊɺ "1֤ࠃͷੜ࢈؅ཧγεςϜ΍ߪങγεςϜɺ*5ࢿ࢈؅ཧγε ςϜ ౳ɺ෯޿͘ܦݧ͖ͯ͠·ͨ͠ɻͦͷޙ*#.%FWFMPQFS "EWPDBUFͱͯ͠։ൃऀ΁ͷܒ໤׆ಈΛߦ͍ͬͯ·ͨ͠ɻ ݱࡏ͸Data and "*ςΫχΧϧεϖγϟϦετ΍͍ͬͯ·͢ɻ 8PNFOJO%BUB4DJFODF 5PLZP!*#. ։࠵ ࠓ೥΋ʹ։࠵༧ఆ ୈ ճ ೔ຊ౷ܭֶձ౷ܭڭҭ৆ ड৆ 2 IBM Data & AI / © 2022 IBM Corporation

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ຊ೔ͷ໨తͱΰʔϧ ໨తɿ %C .BHJDίϚϯυΛ࢖ͬͨ +VQZUFS /PUFCPPL͔Β%C΁Β͘Β͘ΞΫηε Λ࣮ײͯ͠΋Β͏ʂ 3 IBM Data & AI / © 2022 IBM Corporation ΰʔϧɿ %C .BHJDίϚϯυΛ࢖͍ͨ͘ͳΔʂ

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14:00-15:00 (60min) %Cʹཷ·ͬͨσʔλΛ༗ޮ׆༻ʂ +VQZUFS /PUFCPPL͔Β%C΁ Β͘Β͘ΞΫηε • ΠϯτϩμΫγϣϯ • ࣮ࡍʹ΍ͬͯΈ·͠ΐ͏ • ·ͱΊ • 2" ຊ೔ͷλΠϜςʔϒϧ IBM Data & AI / © 2022 IBM Corporation 4

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Ұॹʹ΍ͬͯΈΔ৔߹ޙͰ࣮ࢪ৔߹ͷࣄલ४උ IBM Data & AI / © 2022 IBM Corporation 5 IUUQTJCNCPYDPNWOJTIJUPQSFQ #PYͷαΠϯΞοϓ΍ϩάΠϯ͸ෆཁͰ͢ɻ ͦͷΑ͏ͳϝοηʔδ͕දࣔ͞ΕͨΒ9ΛΫϦοΫͯ͠Ϋϩʔζ͍ͯͩ͘͠͞ɻ

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ΠϯτϩμΫγϣϯ 6 IBM Data & AI / © 2022 IBM Corporation

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+VQZUFS /PUFCPPL%C +VQZUFS /PUFCPPL ίʔυ ओʹ1ZUIPO ΛΠϯλϥΫςΟϒʹهड़ɾ࣮ߦ͕͙͢Ͱ͖ɺ݁ՌΛ͙͢ʹάϥ ϑԽͨ͠Γදࣔͨ͠Γ͢Δ͜ͱ͕Ͱ͖ΔΦʔϓϯιʔεͷ8FCΞϓϦέʔγϣϯͰ ͢ɻ +VQZUFS /PUFCPPLͱ%CΛซ༻͢Δ͜ͱͰɺσʔλϕʔε಺Ͱͷ42-ͷϓϩτλΠ ϐϯάɺΞϓϦέʔγϣϯͷߏஙɺ݁Ռͷ෼ੳɺσʔλͷάϥϑԽͳͲΛૉૣ͘ߦ͏ ͜ͱ͕Ͱ͖·͢ɻ IBM Data & AI / © 2022 IBM Corporation 7

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+VQZUFS /PUFCPPL͸Ͳ͜Ͱ࢖͑Δ 8JOEPXT .BD ͳͲͷ1$ʹಋೖͯ͠࢖͏ – 1$ʹQZUIPOͷ؀ڥΛಋೖ্ͨ͠Ͱɺ+VQZUFS /PUFCPPL͕ಋೖͰ͖·͢ ɻ – ·ͨ͸7JTVBM4UVEJP$PEF 74$PEF ͰOPUFCPPL΋࢖༻Ͱ͖·͢ɻ 74$PEF KVQZUFS OPUFCPPLͰݕࡧ Πϯλʔωοτ্ͷαʔϏεΛར༻ 4BB4 – *#. $MPVE 8BUTPO 4UVEJP ຊ೔͸͜Ε%CυϥΠόʔϥΠϒϥϦೖΓ – (PPHMF$PMBCPSBUPSZ ͳͲͳͲɾɾɾ IBM Data & AI / © 2022 IBM Corporation 8

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.BHJDίϚϯυ • +VQZUFS /PUFCPPLͷػೳ • ίʔυϒϩοΫ಺Ͱ࢖༻Ͱ͖ΔߏจΛ֦ு • .BHJDίϚϯυ͸ɺύʔηϯτه߸ʮʯͰ࢝·Δ • /PUFCPPLͷಈ࡞ͷมߋɺ04ίϚϯυͷ࣮ߦɺ /PUFCPPLػೳͷ֦ுͳͲɺ ؀ڥ಺ Ͱ͞·͟·ͳػೳΛఏڙ IBM Data & AI / © 2022 IBM Corporation 9

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%C.BHJDίϚϯυ IUUQTHJUIVCDPN*#.ECKVQZUFS %C.BHJDίϚϯυ TRM • ඪ४తͳ42-ߏจΛ࢖༻ͯ͠ %CςʔϒϧΛরձ͢Δ͜ͱ͕ Ͱ͖Δ.BHJDίϚϯυ • ϩʔυ͕ඞཁ ඪ४Ͱ͸ఏڙ͞ Ε͍ͯͳ͍ • +VQZFSಈ࡞؀ڥʹ%Cͷ QZUIPOϥΠϒϥϦɺ%Cυϥ Πόʔ͕ඞཁ IBM Data & AI / © 2022 IBM Corporation 10

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࣮ࡍʹ΍ͬͯΈ·͠ΐ͏ 11 IBM Data & AI / © 2022 IBM Corporation

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ࣄલ४උ͕࣮ࢪࡁΈͷঢ়ଶ͔Β࢝Ί·͢ IBM Data & AI / © 2022 IBM Corporation 12 IUUQTJCNCPYDPNWOJTIJUPQSFQ • %CPO$MPVEͷϥΠτϓϥϯαʔϏε࡞੒ • %CPO$MPVEͷࢿ֨৘ใͷ࡞੒ • 8BUTPO4UVEJPͷϥΠτϓϥϯαʔϏε࡞੒ • 8BUTPO4UVEJP ·ͨ͸$MPVE1BLGPS%BUB ϓϩδΣΫτ࡞੒ ͱઃఆ

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*#.$MPVEʹϩάΠϯ • *#.$MPVEϩάΠϯ *#.$MPVE"DDPVOU ొ࿥ͨ͠ϝʔϧΞυϨε ΛೖΕͯϩάΠϯ͍ͯͩ͘͠͞ɻ IUUQTDMPVEJCNDPNMPHJOʹΞΫηεͯ͠ϩάΠϯ͠·͢ɻ IBM Data & AI / © 2022 IBM Corporation 13

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ϦιʔεϦετΛදࣔ *#.$MPVEϩΰͷࠨԣͷϋϯόʔΨɾϝχϡʔΛΫϦοΫ ϦιʔεɾϦετΛબ୒ 8BUTPO4UVEJPͷىಈ IBM Data & AI / © 2022 IBM Corporation 14

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αʔϏε͓Αͼιϑτ΢ΣΞͷ8BUTPO4UVEJPYYΛબ୒ YY͸ਓʹΑͬͯҧ ͍·͢ 8BUTPO4UVEJPͷىಈ IBM Data & AI / © 2022 IBM Corporation 15

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-BVODIJO*#.$MPVE1BLGPS%BUBΛબ୒ͯ͠ىಈ ৽͍͠ϒϥ΢β͕։͖·͢ 8BUTPO4UVEJPͷىಈ IBM Data & AI / © 2022 IBM Corporation 16

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17 ʮ৘ใΛೖྗͯ͠ଓߦ͍ͯͩ͘͠͞ʯ͕දࣔ͞Εͨ৔߹͸ɺద౰ͳి࿩ ൪߸ΛೖΕͯɺʮଓߦʯΛΫϦοΫ͍ͯͩ͘͠͞ɻ ʮ$MPVE1BLGPS%BUB΁Α͏ͦ͜ɻʯ͋Δ͍͸ʮ#VJMEBOENBOBHF.- NPEFMTʯͷ΢Πϯυ΢ͳͲ͕දࣔ͞Εͨ৔߹͸9ΛΫϦοΫͯ͠ফ͠·͢ɻ 8BUTPO4UVEJPͷىಈ

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1. 左上の「ナビゲーションメニュー」を開き、 「プロジェクト」の下の「すべてのプロジェクトの表⽰」 をクリックしてください。 18 ϓϩδΣΫτͷΦʔϓϯ

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ࣄલ४උͰ࡞੒ͨ͠ϓϩδΣΫτ໊ΛΫϦοΫ͠·͢ɻ ͜͜Ͱ͸ʮ%C8PSLTIPQʯͰ࡞੒ͨ͠ͱͯ͠ਐΊ·͢ɻ ϓϩδΣΫτΛ։͘ IBM Data & AI / © 2022 IBM Corporation 19

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ηογϣϯ༻ͷ/PUFCPPLΛ։͘ ʮࢿ࢈ʯΛΫϦοΫ͠·͢ɻ <৽نࢿ࢈>ΛΫϦοΫ͠·͢ IBM Data & AI / © 2022 IBM Corporation 20

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ηογϣϯ༻ͷ/PUFCPPLΛ։͘ πʔϧɾλΠϓ͔ΒʮίʔυɾΤσΟλʔʯΛΫϦοΫ͠ɺදࣔ͞Εͨ ʮ+VQZUFS ϊʔτϒοΫɾΤσΟλʔʯΛΫϦοΫ͠·͢ɻ IBM Data & AI / © 2022 IBM Corporation 21

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ηογϣϯ༻ͷ/PUFCPPLΛ։͘ ʮ63-͔ΒʯΛΫϦοΫ ໊લʹ Db2MagicCommand-Demo ͱೖྗ /PUFCPPL63-ʹҎԼΛίϐʔϖʔετͰೖྗ https://github.com/kyokonishito/db2magic-cmd-sample/blob/main/Db2MagicCommand-Demo.ipynb ʮ࡞੒ʯΛΫϦοΫ ౰ηογϣϯͰ࢖༻͢Δ OPUFCPPL͕ಡΈࠐ·Ε·͢ɻ IBM Data & AI / © 2022 IBM Corporation 22

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ηογϣϯ༻ͷ/PUFCPPLΛ։͘ ΋͜͠ͷΑ͏ͳը໘͕දࣔ͞Εͨํ͸<9>ΛΫϦοΫͯ͠ফ͍ͯͩ͘͠͞ IBM Data & AI / © 2022 IBM Corporation 23

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্෦ϝχϡʔͷộΛΫϦοΫ͠ɺʮϓϩδΣΫτɾτʔΫϯͷૠೖʯΛ ΫϦοΫ Ұ൪্ʹϓϩδΣΫττʔΫϯΛॲཧ͢Δ ৽͍͠ηϧ͕࡞੒͞Ε·͢ɻ ௥Ճ͞ΕͨηϧΛΫϦοΫͯ͠ <$USM><&OUFS>Ͱ࣮ߦ͓͖ͯ͠·͢ɻ ηογϣϯ༻ͷ/PUFCPPLΛ։͘ IBM Data & AI / © 2022 IBM Corporation 24

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Ҏޙ͸/PUFCPPLͰઆ໌͠·͢ IBM Data & AI / © 2022 IBM Corporation 25 Notebookのソース: https://github.com/kyokonishito/db2magic-cmd-sample/blob/main/Db2MagicCommand-Demo.ipynb

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࠷ޙʹอଘͨ͠$47 σʔλΛ֬ೝ 26 ӈ্ͷ'JMFͷԼͷ࢛͍֯ΞΠίϯ ϑϩοϐʔ ΛΫϦοΫͯ͠࡞ۀΛอଘ ্ͷϓϩδΣΫτ໊ͷϦϯΫʮ%C8PSLTIPQ ʯΛΫϦοΫͯ͠ɺ ϓϩδΣΫτϏϡʔʹ໭Γ·͢ɻ

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࠷ޙʹอଘͨ͠$47 σʔλΛ֬ೝ 27 ࢿ࢈λϒΛΫϦοΫͯ͠σʔλࢿ࢈ʹOFXMZ@DPOGJSNFE@DBTFT@EBJMZDTW ͕͋Δ͜ͱΛ֬ೝ͠·͢ɻ ˠ͕࣌ؒ͋Ε͹த਎Λදࣔ͠άϥϑΛ࡞੒͢Δ"QQFOEJYΛ΍ͬͯΈ͍ͯͩ͘͞

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"QQFOEJY อଘͨ͠$47σʔλΛ֬ೝ 28 IBM Data & AI / © 2022 IBM Corporation

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อଘͨ͠$47 σʔλΛ֬ೝ 29 ࢿ࢈λϒΛΫϦοΫͯ͠σʔλࢿ࢈ʹOFXMZ@DPOGJSNFE@DBTFT@EBJMZDTW ͕͋Δ͜ͱΛ֬ೝ͠·͢ɻ OFXMZ@DPOGJSNFE@DBTFT@EBJMZDTWΛΫϦοΫͯ͠த਎Λ֬ೝ͠·͢ɻ த਎Λ֬ೝͨ͠ΒɺάϥϑԽͯ͠Έ·͠ΐ͏ɻʮ੔ܗʯΛΫϦοΫ͠·͢ɻ

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อଘͨ͠$47 σʔλΛ֬ೝ 30 ʮ࠷ॳͷߦΛϓϨϏϡʔதʯͷද͕ࣔফ͑ΔͷΛ଴ͪ·͢ɻ ݟ΍͍͢Α͏ʹ4UFQ ͱ৘ใ͸ӈ্ͷYΛΫϦοΫͯ͠ফ͠·͢ɻ ˡ͜ͷΑ͏ͳ΢Οϯ υ΢͕දࣔ͞ΕͨΒ ӈ্ͷ9ΛΫϦοΫ ͯ͠ফ͍ͯͩ͘͠͞ɻ

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อଘͨ͠$47 σʔλΛ֬ೝ 31 ʮࢹ֮ԽʯλϒΛΫϦοΫ͠·͢ɻ ʮંΕઢʯΛΫϦοΫ͠·͢ɻ

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อଘͨ͠$47 σʔλΛ֬ೝ 32 ࠨଆʹදࣔ͞Ε͍ͯΔ9࣠ʹʮ%BUFʯ:࣠ʹʮ"--ʯΛηοτ͠·͢ɻ άϥϑ͕දࣔ͞Ε·͢ɻσʔλͷ܏޲ΛݟͯΈ·͠ΐ͏ɻ ͜ͷεϥΠμʔΛಈ͔͢ͱ දࣔ͢ΔൣғΛઃఆͰ͖· ͢ɻ

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อଘͨ͠$47 σʔλΛ֬ೝ 33 ඞཁʹԠͯ͡ʮΞΫγϣϯʯϝχϡʔ͔Βɺάϥϑ΍ࢹ֮ԽΛอଘ Ͱ͖·͢ɻ

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อଘͨ͠$47 σʔλΛ֬ೝ 34 άϥϑΛ֬ೝͨ͠Βɺ্ͷϓϩδΣΫτ໊ͷϦϯΫ%C8PSLTIPQ Λ ΫϦοΫͯ͠ɺϓϩδΣΫτϏϡʔʹ໭Γ·͢ɻ

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·ͱΊ 35 IBM Data & AI / © 2022 IBM Corporation

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·ͱΊ +VQZUFS /PUFCPPL͔Β %C .BHJD ίϚϯυͰ%CʹΒ͘Β͘ΞΫηεͰ͖·͢👍 ΋ͬͱ͍Ζ͍ΖͳίϚϯυͷ࢖͍ํ͸ ͪ͜ΒΛࢀরɿIUUQTTQFBLFSEFDLDPNLZPLPOJTIJUPECBOEKVQZUFSOPUFCPPLT ·ͨ͸ຊՈ(JUIVC SFQPTJUPSZΛࢀর͍ͯͩ͘͠͞ ӳޠ ࠷৽ͷ৘ใ΋ͪ͜ΒʹͳΓ·͢ɻ https://github.com/IBM/db2-jupyter IBM Data & AI / © 2022 IBM Corporation 36

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5IBOLZPV 2" 37

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IBM Data & AI / © 2022 IBM Corporation 38

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ϫʔΫγϣοϓɺηογϣϯɺ͓Αͼࢿྉ͸ɺ*#.·ͨ͸ηογϣϯൃදऀʹΑͬͯ४උ͞ΕɺͦΕͧΕಠࣗͷݟղΛ൓өͨ͠΋ͷͰ͢ɻͦΕΒ͸৘ใఏڙͷ໨తͷΈ Ͱఏڙ͞Ε͓ͯΓɺ͍͔ͳΔࢀՃऀʹରͯ͠΋๏཯త·ͨ͸ͦͷଞͷࢦಋ΍ॿݴΛҙਤͨ͠΋ͷͰ͸ͳ͘ɺ·ͨͦͷΑ͏ͳ݁ՌΛੜΉ΋ͷͰ΋͋Γ·ͤΜɻຊߨԋࢿྉ ʹؚ·Ε͍ͯΔ৘ใʹ͍ͭͯ͸ɺ׬શੑͱਖ਼֬ੑΛظ͢ΔΑ͏౒ྗ͠·͕ͨ͠ɺʮݱঢ়ͷ··ʯఏڙ͞Εɺ໌ࣔ·ͨ͸҉ࣔʹ͔͔ΘΒ͍͔ͣͳΔอূ΋൐Θͳ͍΋ͷͱ ͠·͢ɻຊߨԋࢿྉ·ͨ͸ͦͷଞͷࢿྉͷ࢖༻ʹΑͬͯɺ͋Δ͍͸ͦͷଞͷؔ࿈ʹΑͬͯɺ͍͔ͳΔଛ֐͕ੜͨ͡৔߹΋ɺ*#.͸੹೚ΛෛΘͳ͍΋ͷͱ͠·͢ɻ ຊߨԋ ࢿྉʹؚ·Ε͍ͯΔ಺༰͸ɺ*#.·ͨ͸ͦͷαϓϥΠϠʔ΍ϥΠηϯεަ෇ऀ͔Β͍͔ͳΔอূ·ͨ͸ද໌ΛҾ͖ͩ͢͜ͱΛҙਤͨ͠΋ͷͰ΋ɺ*#.ιϑτ΢ΣΞͷ࢖༻ Λنఆ͢Δద༻ϥΠηϯεܖ໿ͷ৚߲Λมߋ͢Δ͜ͱΛҙਤͨ͠΋ͷͰ΋ͳ͘ɺ·ͨͦͷΑ͏ͳ݁ՌΛੜΉ΋ͷͰ΋͋Γ·ͤΜɻ ຊߨԋࢿྉͰ*#.੡඼ɺϓϩάϥϜɺ·ͨ͸αʔϏεʹݴٴ͍ͯͯ͠΋ɺ*#.͕Ӧۀ׆ಈΛߦ͍ͬͯΔ͢΂ͯͷࠃͰͦΕΒ͕࢖༻ՄೳͰ͋Δ͜ͱΛ҉ࣔ͢Δ΋ͷͰ͸͋Γ ·ͤΜɻຊߨԋࢿྉͰݴٴ͍ͯ͠Δ੡඼ϦϦʔε೔෇΍੡඼ػೳ͸ɺࢢ৔ػձ·ͨ͸ͦͷଞͷཁҼʹج͍ͮͯ*#.ಠࣗͷܾఆݖΛ΋͍ͬͯͭͰ΋มߋͰ͖Δ΋ͷͱ͠ɺ ͍͔ͳΔํ๏ʹ͓͍ͯ΋কདྷͷ੡඼·ͨ͸ػೳ͕࢖༻ՄೳʹͳΔͱ֬໿͢Δ͜ͱΛҙਤͨ͠΋ͷͰ͸͋Γ·ͤΜɻຊߨԋࢿྉʹؚ·Ε͍ͯΔ಺༰͸ɺࢀՃऀ͕։࢝͢Δ ׆ಈʹΑͬͯಛఆͷൢചɺച্ߴͷ޲্ɺ·ͨ͸ͦͷଞͷ݁Ռ͕ੜ͡Δͱड़΂Δɺ·ͨ͸҉ࣔ͢Δ͜ͱΛҙਤͨ͠΋ͷͰ΋ɺ·ͨͦͷΑ͏ͳ݁ՌΛੜΉ΋ͷͰ΋͋Γ· ͤΜɻ ύϑΥʔϚϯε͸ɺ؅ཧ͞Εͨ؀ڥʹ͓͍ͯඪ४తͳ*#.ϕϯνϚʔΫΛ࢖༻ͨ͠ଌఆͱ༧ଌʹج͍͍ͮͯ·͢ɻϢʔβʔ͕ܦݧ͢Δ࣮ࡍͷεϧʔϓοτ΍ύ ϑΥʔϚϯε͸ɺϢʔβʔͷδϣϒɾετϦʔϜʹ͓͚ΔϚϧνϓϩάϥϛϯάͷྔɺೖग़ྗߏ੒ɺετϨʔδߏ੒ɺ͓Αͼॲཧ͞ΕΔϫʔΫϩʔυͳͲͷߟྀࣄ߲Λ ؚΉɺ਺ଟ͘ͷཁҼʹԠͯ͡มԽ͠·͢ɻ͕ͨͬͯ͠ɺݸʑͷϢʔβʔ͕͜͜Ͱड़΂ΒΕ͍ͯΔ΋ͷͱಉ༷ͷ݁ՌΛಘΒΕΔͱ֬໿͢Δ΋ͷͰ͸͋Γ·ͤΜɻ هड़͞Ε͍ͯΔ͢΂ͯͷ͓٬༷ࣄྫ͸ɺͦΕΒͷ͓٬༷͕ͲͷΑ͏ʹ*#.੡඼Λ࢖༻͔ͨ͠ɺ·ͨͦΕΒͷ͓٬༷͕ୡ੒ͨ݁͠Ռͷ࣮ྫͱͯࣔ͠͞Εͨ΋ͷͰ͢ɻ࣮ࡍ ͷ؀ڥίετ͓ΑͼύϑΥʔϚϯεಛੑ͸ɺ͓٬༷͝ͱʹҟͳΔ৔߹͕͋Γ·͢ɻ *#.ɺ*#.ϩΰɺJCNDPNɺ*#.$MPVE %C͸ɺ ੈքͷଟ͘ͷࠃͰొ࿥͞Εͨ*OUFSOBUJPOBM#VTJOFTT.BDIJOFT$PSQPSBUJPOͷ঎ඪͰ͢ɻଞͷ੡඼໊͓ΑͼαʔϏε ໊౳͸ɺͦΕͧΕ*#.·ͨ͸֤ࣾͷ঎ඪͰ͋Δ৔߹͕͋Γ·͢ɻݱ࣌఺Ͱͷ *#.ͷ঎ඪϦετʹ͍ͭͯ͸ɺXXXJCNDPNMFHBMDPQZUSBEFTIUNMΛ͝ཡ͍ͩ͘͞ɻ .JDSPTPGU 8JOEPXT 7JTVBM4UVEJP͸ɺ.JDSPTPGU$PSQPSBUJPOͷ঎ඪ·ͨ͸ొ࿥঎ඪͰ͢ɻ .BD͸ถࠃͦͷଞͷࠃͰొ࿥͞Εͨ"QQMF *ODͷ঎ඪͰ͢ɻ 1ZUIPO͸ɼ1ZUIPO4PGUXBSF'PVOEBUJPOͷొ࿥঎ඪ Ͱ͢ɻ +VQZUFS ͸ɼ/VN'0$64 GPVOEBUJPOͷొ࿥঎ඪͰ͢ɻ (PPHMFɺ $P-BCPSBUPSZ͸ɺ (PPHMF--$ͷ঎ඪͰ͢ɻ (JU)VC ͸ɺ(JU)VC *ODͷ঎ඪ·ͨ͸ొ࿥঎ඪͰ͢ɻ BoxはBox Inc.の商標または登録商標です。