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自動生成の話をしよう 〜 ProtoBuf, Cue, 1次ソースの美学 〜
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karamaru
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January 18, 2025
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自動生成の話をしよう 〜 ProtoBuf, Cue, 1次ソースの美学 〜
Gopher's Gatheringでの発表資料です。
https://connpass.com/event/329963/
karamaru
PRO
January 18, 2025
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Transcript
ࣗಈੜͷΛ͠Α͏ ʙ1SPUP#VG $VF ࣍ιʔεͷඒֶʙ LBSBNBSV
ಋೖ
ࣗݾհ ྏੜLBSBNBSVBMQIB $ZCFS"HFOU2VBMJ"SUT
ݱࡏɺ31$ɾ%#ɾઃఆɾϩδοΫͳͲ͋ΒΏΔͷΛQSPUPCVGͰཧ͍ͯ͠Δ ࣍ιʔεQSPUPͷΈ ɾܕ҆શͰ͋Δ͜ͱ ɾฐࣾ௨৴ʹH31$ CVGDPOOFDU Λ༻͍ͯ͠ΔͨΊ ɹγϯλοΫεΛ౷ҰͰֶ͖शίετ͕͍͜ͱ ੜର%#ૢ࡞ϩδοΫੜͳͲએݴతʹॻ͚Δͷશͯ ɾCVGHFOFSBUFͰႈͳϑΝΠϧੜΛߦ͏ ࣗಈੜର
ɾϚελσʔλʢ.Z42-ΦϯϝϞϦʣ ɾϢʔβʔσʔλʢ4QBOOFSʣ ɾ3BOLJOHʢ3FEJTʣ ɾ31$ʢCVGDPOOFDUʣ ɾσόοάίϚϯυʢBENJOʣ ɾڥม ɾ#BUDIʢDPCSB$-*ʣ ɾ-PHʢ#JH2VFSZʣ ͳͲͳͲʜ ˣ QSPUPϑΝΠϧͬͯ͜Μͳײ͡ͷͭˣ QSPUPCVGେ౷Ұཧ
ΰʔϧ ɾࣄۀυϝΠϯ௨৴ϓϩτίϧʹറΒΕͳ͍ࣗಈੜख๏ͱͦͷՄೳੑΛ͑Δ ɾ͜ΜͳՕॴ·ͰࣗಈੜͰ͖ΔΜͩʂͬͯࢥͬͯΒ͏ ɾ࠙ձͷͷλωʹ͢Δʢࣗಈੜͯ͠Δʁ࣍ιʔεʁʣ H31$લఏͷ͡Όͳ͍͔Β҆৺ͯ͠Ͷ
࣍ ɾࣗಈੜରͱιʔεɺग़ྗίʔυͷڞ༗ ɾ1SPUPD1MVHJOʹΑΔࣗಈੜ࣮ͱ5JQT ɾࣗಈੜݩιʔεͷมભͱબఆɺͦΕͧΕͷඒֶ
ࣗಈੜ͍ͯ͠ΔͷҰཡ ʙ͜͜·Ͱࣗಈੜͯ͠Δͷ͍͢͝ʂͬͯݴͬͯཉ͍͠ʂʙ
͡ΊʹQSPUPCVG͔Βࣗಈੜ͍ͯ͠Δͷ ɾϚελσʔλʢ.Z42-ΦϯϝϞϦʣ ɾϢʔβʔσʔλʢ4QBOOFSʣ ɾ3BOLJOHʢ3FEJTʣ ɾ31$ʢCVGDPOOFDUʣ ɾσόοάίϚϯυʢBENJOʣ ɾڥม ɾ#BUDIʢDPCSB$-*ʣ ɾ-PHʢ#JH2VFSZʣ ͳͲͳͲʜ
એݴతʹཧͰ͖Δͷશͯࣗಈੜରʹͯ͠Δ 1SPUP#VGͷΈͰͲ͜·ͰදݱͰ͖Δͷ͔ݟͯΈΑ͏ʂ
ϚελʔσʔλΛ͡Ίͱ͢Δ FOUJUZͷࣗಈੜ
༻ޠϚελσʔλͱʁ ɾήʔϜ༻ޠͰӡӦ͕ઃఆ͢Δෆมͷσʔλͷ͜ͱ ɾʮΩϟϥΫλʔʯʮΧʔυʯʮϨϕϧʹԠͨ͡εςʔλεʯͳͲ͕֘͢Δ ɾJTVDPOΑΖ͘͠ɺαʔόʔىಈޙʹΦϯϝϞϦΩϟογϡ͞ΕΔ
ϑϩʔϚελσʔλ৴·Ͱ $MPVE3VO ʻήʔϜ"1*ʼ $MPVE42- ʻϚελʔσʔλʼ $MPVE4UPSBHF ʻϚελʔσʔλʼ $MPVE3VO ʻཧը໘ʼ ཧը໘͔ΒσʔλΛ.Z42-ʹొ
ϑϩʔϚελσʔλ৴·Ͱ $MPVE3VO ʻήʔϜ"1*ʼ $MPVE42- ʻϚελʔσʔλʼ $MPVE4UPSBHF ʻϚελʔσʔλʼ $MPVE3VO ʻཧը໘ʼ HPCΤϯίʔσΟϯάͯ͠Ξοϓϩʔυ
ϑϩʔϚελσʔλ৴·Ͱ $MPVE3VO ʻήʔϜ"1*ʼ $MPVE42- ʻϚελʔσʔλʼ $MPVE4UPSBHF ʻϚελʔσʔλʼ $MPVE3VO ʻཧը໘ʼ αʔόʔىಈ࣌ʹΦϯϝϞϦʹࡌͤΔ
ఆٛϚελσʔλ ɾ໊લͱϨΞϦςΟΛ࣋ͭΧʔυϚελΛߟ͑ͯΈΔ ɾNFFTBHF໊ʮ$BSEʯ͕ҎԼͷΑ͏ʹϚοϐϯά͞ΕΔ ɹɹɾϚελσʔλʢ.Z42-ʣςʔϒϧ໊ ɹɹɾϚελΩϟογϡʢΦϯϝϞϦʣߏମ໊ ɾ1, ',ใόϦσʔγϣϯͳͲΛهࡌͰ͖Δ ɾΦϯϝϞϦΩϟογϡͷΩʔੜ*OEFYใPQUJPOͰઃఆ QSPUPFOUJUZNBTUFSDBSEQSPUP
ੜίʔυϚελσʔλ .Z42- ϚελόϦσʔγϣϯ "ENJO ϚελʔΩϟογϡ ΦϯϝϞϦ ɾϚΠάϨʔγϣϯͳͲ༻ʹ42-Λग़ྗ͢Δ ɾͪͳΈʹEFWڥͷΈએݴతϚΠάϨʔγϣϯΛߦͳ͍ͬͯΔ ɹɾ42-εΩʔϚͱ࣮ࡍͷ%#ͷEJGGΛBMUFS͢Δ ɹɾTDIFFNBMFY
BUMBTͳͲΛ༻ ɹɾNJHSBUJPOϑΝΠϧ͕૿͑ͳͯ͘Έ ɹʢຊ൪ͰͪΌΜͱੵΉʣ ECEEMNBTUFSHFOTRMΧʔυϚελͷ42-εΩʔϚ $MPVE42- ʻϚελʔσʔλʼ ίϝϯτܥQSPUP͔Βऔͬͯ͜ΕΔͷDPPMͩͶʂ
ੜίʔυϚελσʔλ .Z42- ϚελόϦσʔγϣϯ "ENJO ϚελʔΩϟογϡ ΦϯϝϞϦ ɾϚελߏମΛੜ͢Δɻ1,ศརߏମ ɾ.Z42-ͷૄ௨ίʔυΠϯλʔϑΣʔεੜ͍ͯ͠Δ ɾLBXBJJϙΠϯτ ɹɹɾ1,ߏମҾऔΓճ͠ศར
ɹɹɾτϥϯβΫγϣϯͷநԽ͕៉ྷ QLHEPNBJOFOUJUZNBTUFSDBSEHFOHPϚελߏମ QLHEPNBJOSFQPTJUPSZNBTUFSDBSEHFOHP.Z42-ૄ௨*' QLHJOGSBNZTRMSFQPTJUPSZDBSEHFOHP.Z42-ૄ௨*'࣮ $MPVE42- ʻϚελʔσʔλʼ
ੜίʔυϚελσʔλ .Z42- ϚελόϦσʔγϣϯ "ENJO ϚελʔΩϟογϡ ΦϯϝϞϦ ɾཧը໘ͰϚελใͷόϦσʔγϣϯΛ࣮ߦͰ͖Δ ɹɹɾ໊લ͕͗͢ͳ͍͔ ɹɹɾ',ઌͷϚελଘࡏ͍ͯ͠Δ͔ ɾHPQMBZHSPVOEWBMJEBUPSΛ༻͠
ɹQSPUPͷLFZWBMVFͰࢦఆͰ͖Δ ɾ',ใϚελҰཡը໘ͷKVNQػೳͳͲʹΘΕΔ $MPVE3VO ʻཧը໘ʼ QLHEPNBJOFOUJUZNBTUFSDBSEHFOHPϚελߏମ ཧը໘ϚελόϦσʔγϣϯ ཧը໘ϚελҰཡ QSPUPFOUJUZNBTUFSDBSEQSPUP
ੜίʔυϚελσʔλ .Z42- ϚελόϦσʔγϣϯ "ENJO ϚελʔΩϟογϡ ΦϯϝϞϦ .Z42-ʹ͋ΔϚελσʔλΛαʔόʔىಈ࣌ʹΩϟογϡ͠ *'ӽ͠ʹಡΈऔΓ͕Ͱ͖Δঢ়ଶʹͳΔ·Ͱࣗಈੜ͞ΕΔɻ QLHEPNBJOFOUJUZNBTUFS@DBDIFDBSEHFOHPΧʔυϚελʔΩϟογϡߏମ $MPVE3VO
ʻήʔϜ"1*ʼ QLHJOGSBJONFNPSZNBTUFS@DBDIFSFQPTJUPSZDBSEHFOHPΧʔυϚελʔΦϯϝϞϦΩϟογϡૢ࡞*'࣮ QLHEPNBJOSFQPTJUPSZNBTUFS@DBDIFDBSEHFOHPΧʔυϚελʔΦϯϝϞϦΩϟογϡૢ࡞*' ࣮ࡍʹHPCΤϯίʔσΟϯά͞Εͨ$MPVE4UPSBHFΛಡΈΩϟογϡม͢Δɻ มϩδοΫࣗಈੜͳͨΊɺ"1*։ൃͰNBTUFS@DBDIFҎ֎Λؾʹ͢Δ͜ͱͳ͍
·ͱΊϚελσʔλฤ 1SPUPCVGΛॻ͚ͩ͘Ͱඞཁͳػೳશ͕࣮ͯ͞ΕΔͷૉఢ🎉 ɾ42-ϑΝΠϧ ɾϚελʔʢ.Z42-ʣ ɾϚελʔΩϟογϡʢΦϯϝϞϦʣ ɾϚελόϦσʔγϣϯʢ"ENJOʣ σʔλૢ࡞पΓͰςετΛॻ͔ͳ͍͍ͯ͘ʢώϡʔϚϯΤϥʔ͕ى͖ͳ͍ʣͷେ͖͍ɻ
ఆٛੜίʔυϢʔβʔσʔλʢTQBOOFSʣͷࣗಈੜϚελͱ΄΅ಉ͡ $MPVE4QBOOFS ʻϢʔβʔσʔλʼ ϢʔβʔσʔλϢʔβʔͷߦಈͰมΘΔಈతσʔλ ΠϯλʔϦʔϒ55-ͳͲݻ༗ઃఆ͋Δ͕ 1SPUP͔ΒߏମTQBOOFSૄ௨ίʔυ͕ੜ·ΕΔͰϚελʔσʔλͱ΄΅ڞ௨ QSPUPFOUJUZUSBOTBDUJPOVTFS@DBSEQSPUPॴ࣋ΧʔυϢʔβʔσʔλఆٛ QLHEPNBJOFOUJUZUSBOTBDUJPOVTFS@DBSEHFOHPॴ࣋ΧʔυϢʔβʔσʔλߏମ QLHEPNBJOSFQPTJUPSZUSBOTBDUJPOVTFS@DBSEHFOHP4QBOOFSૄ௨*' QLHJOGSBTQBOOFSSFQPTJUPSZVTFS@DBSEHFOHP4QBOOFSૄ௨*'࣮
লུ ECEEMUSBOTBDUJPOHFOTRM4QBOOFSεΩʔϚ
2ࣗಈੜͰ͑ͳ͍ΫΤϦͲ͏ͯ͠Δͷʁ ɾࣗಈੜʹଘࡏ͠ͳ͍࣌Ͱ*OEFYʹΓΒͳ͍ΫΤϦͳͷͰجຊॻ͔ͳ͍ ɾͦΕͰॻ͖͍ͨ߹ɺࣗಈੜ͞Εͨ*'ΛຒΊࠐΜͰ֦ு͍ͯ͠Δ ႈϑΝΠϧੜͳͷͰɺA@HFOHPAৗʹ্ॻ͖͞ΕΔɻ A@FYUHPAతͳϑΝΠϧΛಉQBDLBHFͰ࡞֦ͯ͠ு͢Δɻ ˠࣗಈੜ͞ΕΔ$36%ܥͷ୯ମςετϨϏϡʔ͏͠ͳ͍͍ͯ͘ʂ ʢ1SPUPͰJOEFYࢦఆ͕͋ΕͦΕʹରԠͨ͠ϝιουੜ͞ΕΔͨΊʣ
ڥมͷࣗಈੜ
ϑϩʔڥมͷϩʔΧϧઃఆฤ FOWFYBNQMFFOWϑΝΠϧͷܗ .BLF fi MFλεΫఆٛ ɾϩʔΧϧFOWʢHJU@JHOPSFEʣʹڥมΛॻ͖ࠐΉํࣜ ɾFOWFYBNQMFʹܗΛ͚͓ͬͯ͘ ɾ.BLFGJMFͰFOW͕ଘࡏ͠ͳ͍߹ࣗಈͰ࡞͞ΕΔΑ͏ʹʂ ɹ͜ͷه๏͔͍͍ͬ͜ΑͶ ˠ͜ͷ··Ͱ͍͍͚Ͳʜ
ɾΑΓએݴతʹܕ҆શʹѻ͍͍ͨ ɾΒͳ͍ڥม͕Ճ͞Εͯಈ͔ͳ͘ͳΔ͜ͱආ͚͍ͨ File Icons for GitHub and GitLab: iconՄѪ͘ͳΔChrome֦ு
ɾQSPUP͔ΒڥมҰཡͷߏମͱͦͷ(FUUFSΛੜ ɾPQUJPOͰ֤ڥʹ͓͚ΔσϑΥϧτΛઃఆ ఆٛੜڥมͷߏମͱͦͷσϑΥϧτΛੜ͢Δ QSPUPFOUJUZDPO fi HBQJQSPUPήʔϜ"1*༻ڥมઃఆ QLHEPNBJOFOUJUZDPO fi HBQJHFOHPήʔϜ"1*༻ڥมઃఆߏମ DPO
fi HBQJMPDBMHFOHP-PDBMڥͷσϑΥϧτڥมఆٛ DPO fi HBQJEFWHFOHP%FWڥͷσϑΥϧτڥมఆٛ
ϑϩʔSFGSFDUΛ༻͍ͯڥม͕͋ΕͦͪΒΛ༏ઌ͢Δ DPO fi HBQJFOWHFOHPڥ͝ͱʹ͓͚Δڥมߏମੜ QLHVUJMFOWDPO fi HVUJMHPڥม͕͋ΕߏମͷΛ্ॻ͖͢Δ ɾڥʹରԠͨ͠σϑΥϧτڥมߏମΛऔಘ ɾϑΟʔϧυ໊ʹରԠͨ͠ڥม͕ઃఆ͞Ε͍ͯΔ߹ ɹͦͪΒΛ༏ઌͯ͠ߏମͷΛ্ॻ͖͢Δ
ɾҰԠ࠷ޙʹHPQMBZHSPVOEWBMJEBUFͰݕূ ˠ͏ڥม͕Γͳͯ͘ಈ͔ͳ͍͜ͱͳ͍ʂૉఢʂ SFGSFDU͔͍͍ͬ͜Ͷʂ
ͦͷଞ͍ͬͺ͍ࣗಈੜ
ϥϯΩϯάʢ3FEJT;4&5ʣࣗಈੜʂ QSPUPFOUJUZSBOLJOHDBSE@FYQQSPUPΧʔυܦݧϥϯΩϯάఆٛ QLHEPNBJOFOUJUZSBOLJOHDBSE@FYQHFOHP;4&5ͷΩʔߏମ QLHEPNBJOQPSUSBOLJOHSBOLJOHHP3FEJTૄ௨*' ɾ3FEJTͷϥϯΩϯά ;4&5 ࣗಈੜʂ ɾQSPUPʹ͋ΔϥϯΩϯάใ͔ΒϥϯΩϯάΩʔ͕ੜ͞ΕΔ ɾ͋Β͔͡Ί࡞͓͍ͯͨ͠*'ʹಥͬࠐΉ͚ͩͰܭ্Ͱ͖Δ $MPVE.FNPSZ4UPSF
ʻϥϯΩϯάΩϟογϡʼ
σόοάίϚϯυࣗಈੜʂ QSPUPSQDEFCVHDBSEQSPUPΧʔυσόίϚఆٛ $MPVE3VO ʻཧը໘ʼ ɾήʔϜͷσόοάͰϨϕϧΛʹ͢Δͱ͔ ɹਆίϚϯυతͳͷ͕ඞཁ ɾσόοάίϚϯυͱݺͼɺ6*ΛؚΊͯࣗಈੜ͍ͯ͠Δ ɾσόοάίϚϯυઃఆΛมԽ͠31$Ͱฦ͢͜ͱͰ࣮ݱ QLHDNEEFCVHIBOEMFSDPNNBOEDPNNBOEHFOHPσόοάίϚϯυҰཡఆٛ ཧը໘QSPUPͰࢦఆͨ͠ΞΠίϯͱೖྗΛड͚͚ΔϑΥʔϜΛඳը
',ใ͔Β -JTU*UFN.Z42-Λݟʹ͍͘ʜ
#BUDIʢ$PCSB$-*ʣࣗಈੜʂ QSPUPCBUDISBOLJOHQSPUPϥϯΩϯάؔ࿈#BUDI༻$-*ఆٛ ɾϥϯΩϯά֬ఆͳͲɺҰఆपظͰશମॲཧΛߦ͏ඞཁ͕͋Δ ɾ$PCSB$-*Ͱ࣮ͨ͠JNBHFΛ$MPVE3VO+PCTʹࡌͤ ɹ$MPVE4DIFEVMFSͰҾΛࢦఆͯ͠ୟ͘͜ͱͰόονॲཧΛ࣮ݱ ɾ$PCSB$-*ͷఆٛɾొ෦ΛશͯࣗಈԽ͍ͯ͠Δ ɾ࣮ࡍʹίϚϯυ͕ඞཁͱ͢ΔΦϓγϣϯͳͲΛܕʹམͱͯ͠*'ͬͯΔ $MPVE4DIFEVMFS όονॲཧൃՐ $MPVE3VO+PCT
όονॲཧ࣮ߦ QLHDNECBUDIDPNNBOESBOLJOHDPNNBOEHFOHPϥϯΩϯάؔ࿈#BUDIίϚϯυొ UFSNJOBMॳखͰIFMQ͕ग़Δঢ়ଶ
વ͚ͩͲɺ31$ʢ"1*ʣࣗಈੜ ɾCVGDPOOFDUΛ͍ͬͯΔͷͰ*'ݩʑੜ͞ΕΔ ɾવϦΫΤετόϦσʔγϣϯએݴతʹೖΕ͍ͯΔ ɾNJEEMFXBSFॲཧͷ੍ޚΤϥʔ࣌ͷߦಈͳͲ ɹ ɹPQUJPOͰࢦఆͰ͖Δ֦ுΛ͍ͯ͠Δ QSPUPSQDBQJDBSEQSPUP $MPVE3VO ʻήʔϜ"1*ʼ
·ͱΊ ʙ͏࠶ੜ࢈͞ΕΔίʔυΛϨϏϡʔ͢Δඞཁͳ͍ʙ
·ͱΊQSPUPCVGେ౷Ұཧ ੜҰཡʜ ɾϚελσʔλʢ.Z42-ΦϯϝϞϦʣ ɾϢʔβʔσʔλʢ4QBOOFSʣ ɾ3BOLJOHʢ3FEJTʣ ɾ31$ʢCVGDPOOFDUʣ ɾσόοάίϚϯυʢBENJOʣ ɾڥม ɾ#BUDIʢDPCSB$-*ʣ ɾ-PHʢ#JH2VFSZʣ
ͳͲͳͲʜ ɾ࣍ιʔεQSPUPCVGͷΈ ɾએݴతʹཧͰ͖Δͷશͯࣗಈੜରʹͯ͠Δ ˠ ͏ఆܕจΛϨϏϡʔ͢Δඞཁͳ͍͠ɺ ٯʹఆ͚ٛͩΛϨϏϡʔʹग़͢͜ͱ͕Ͱ͖Δɻ ·ͨɺఆܕจͰώϡʔϚϯΤϥʔΛى͜͢͜ͱͳ͍ɻ ˠ͍ͬͺ͍ੜ͍ͯͯͬͯ͢͠͝ίϝϯτͬͯ·͢ʂ
1SPUPD1MVHJOʹΑΔࣗಈੜ࣮ͱ5JQT
1SPUPD1MVHJOܦ༝Ͱࣗಈੜͯ͠ΔΑ 1SPUPDಠࣗͷϓϥάΠϯΛࠩ͠ࠐΉ͜ͱͰ֦ுՄೳɻҎԼ͕ඪ४త ͳྲྀΕ !TFFIUUQTHJUIVCDPNQSPUPDPMCV ff FSTQSPUPCVGCMPCNBJOTSDHPPHMFQSPUPCVGDPNQJMFSQMVHJOQSPUP QSPUPD BLBUIF1SPUPDPM$PNQJMFS DBOCFFYUFOEFEWJBQMVHJOT"QMVHJOJT KVTUBQSPHSBNUIBUSFBETB$PEF(FOFSBUPS3FRVFTUGSPNTUEJOBOEXSJUFTB
$PEF(FOFSBUPS3FTQPOTFUPTUEPVU ɾQSPUPD͕QSPUPϑΝΠϧΛղੳ͠ඪ४ೖྗʹॻ͖ग़͢ ɾQMVHJO͕ͦΕΛड͚औΓɺͦΕʹԠͨ͡ग़ྗ͍ͨ͠༰Λඪ४ग़ྗͰฦ͢ ɾQSPUPD͕ͦΕΛड͚औΓɺࢦࣔ௨ΓʹϑΝΠϧੜ
1SPUPD1MVHJO࠷খ࣮ HJUIVCDPNLBSBNBSVBMQIBUFTUIPHFIPHFHFOHPࣗಈੜ͞ΕͨϑΝΠϧ QSPUPFOUJUZNBTUFSIPHFQSPUP CVGHFONBTUFSZBNM DNEQSPUPDHFOLBSBNBSVNBJOHPಠࣗϓϥάΠϯ࣮ TICVG࣮ߦ #VGΛͬͨ࠷খ࣮͜Μͳײ͡ʂεʔύʔ؆୯ʂ ࣮ࡍͷੜϩδοΫΛ͏গ͠ݟ͍ͯ͜͏ʜ
ࣗಈੜ5PVSϝοηʔδ༰ͷղੳ ຊܕ͕ΑΓݫີͩͬͨΓHFOFSJDTͰڞ௨Խ͞Ε͍ͯͨΓPQUJPOରԠ͍ͯͨ͠Γ͢Δׂ͕Ѫ NFTTBHFղੳΠϝʔδ 'JFMEղੳΠϝʔδ ͜Μͳײ͡ʹͳΔΠϝʔδˣ
ࣗಈੜ5PVS(P5FNQMBUFͰϑΝΠϧσʔλ࡞ DNEQSPUPDHFOLBSBNBSVHFOFSBUPSFOUJUZPVUQVUQLHEPNBJOFOUJUZFOUJUZHFOHPUQMςϯϓϨʔτ DNEQSPUPDHFOLBSBNBSVHFOFSBUPSFOUJUZPVUQVUQLHEPNBJOFOUJUZUFNQMBUFHP(P5FNQMBUFʹ৯ͤ͞Δ ղੳͨ͠NFTTBHFΛ(P5FNQMBUFʹ͛ͯࣗಈੜϑΝΠϧใΛੜ ࠷ऴ͜͏ͳΔ
ࣗಈੜ5PVSHPJNQPSUTHPGNUͰܗ ඪ४ͷϑΥʔϚολʔͰϑΝΠϧσʔλΛܗ͢Δ UFNQMBUFͷॻ͖ํʹΑͬͯύϑΥʔϚϯε͕ஶ͘͠མͪΔͨΊཹҙɻޙड़
ࣗಈੜ5PVSϑΝΠϧग़ྗʂ ɾA<>CZUFAΛ࣮ࡍʹϑΝΠϧͱͯ͠ॻ͖ग़͢ ɾ1SPUPD1MVHJOඪ४QSPUPDʹσʔλΛฦ٫ͯͤ͠Δܗ ɾඪ४ग़ྗΛܦ༝͢ΔΦʔόʔϔου͕ؾʹͳͬͨΓࣗͰฒྻΛཧ͍ͨ͠߹ ɹPT$SFBUFGJMF8SJUFͳͲΛ༻͍ͯࣗྗͰॻ͖ࠐΉͷΞϦ ɹ ฐϓϩδΣΫτͪ͜Β ඪ४తͳϑϩʔ
্ݶ͖ฒྻॲཧͰϑΝΠϧੜʢFSSHSPVQʷTFNBQIPSFʣ ɹɾॻ͖ࠐΈ*0XBJUΛՃຯͯ͠/VN$16Ҏ্Ͱઃఆͨ͠ํ͕ྑͦ͞͏ ɾ(P5FNQMBUFͰ༻Մೳੑͷ͋ΔQBDLBHFશͯJNQPSUจʹೖΕΔ ɹɾHPJNQPSUTෆඞཁͳJNQPSUจΛআ͢Δ͜ͱ͍͕ɺඞཁͳQBLDBHFͷJNQPSUύεΛಋग़ิ͢Δͷ͍ ɹɾϑΝΠϧ͝ͱʹGPSNBU࣮ߦ࣌TҎ্͔͔Δ෦ͰXBSOϩάΛు͔ͤɺઃఆ࿙ΕΛݕ͍ͯ͠Δ ɾݹ͘ͳͬͨࣗಈੜϑΝΠϧΛ࠷ऴߋ৽࣌ϕʔεͰআ͢Δ UJQTޮΑ͘ੜ͢ΔͨΊʹ GJOEOFXSNUͰফ͢ͷ͖ͳτϦοΫ͗͢Δʜ
࣍ιʔεͷมભͱબఆɺͦΕͧΕͷඒֶ ʙ͔͜͜Βࡶஊʙ
ࣗಈੜʹH31$࠾༻QSPUP͕ඞਢͱ͍͏Ͱશ͘ͳ͍ʂʂ ɾ1SPUPD1MVHJOQSPUPϑΝΠϧͷύʔεͱϑΝΠϧ*0Λखͬͯ͘ΕΔ͚ͩ ɾύʔεϑΝΠϧੜ͕Ͱ͖ΕɺͲΜͳఆٛϑΝΠϧͰࣗಈੜΛ࣮ݱͰ͖Δʂ ɾྫ͑ɺఆٛϑΝΠϧʹ+40/ͷܕ͖εʔύʔηοτͰ͋Δ$VFΛ༻͍ͨ߹Λߟ͑Δʜ
$VFΛ༻͍ͨ࣌ͷఆٛϑΝΠϧҊ DVFUSBOTBDUJPOVTFSDVFϢʔβʔఆٛϑΝΠϧ DVFUSBOTBDUJPO@EFGDVFϢʔβʔσʔλఆٛࣗମͷఆٛϑΝΠϧ ADVFWFUAͰఆٛࣗମͷόϦσʔγϣϯ͕Ͱ͖Δͷ໘ന͍ʂ
$VFϑΝΠϧͷղੳ ɾ+40/Έ͍ͨʹVONBSTIBMͰ͖ͯศརͩͶʂ ɾղੳ·ͰͰ͖ͨΒઌड़ͨࣗ͠ྗϑΝΠϧੜͰ͓͠·͍ ˠ݁ہzฐࣾͰzݟૹͬͨɻ ɾิίʔυδϟϯϓ͕QSPUPʹྼΔ ɾDVF͕WܥͰͳ͍ ɾγϯλοΫεΛ৽ͨʹ֮͑Δඞཁ͕͋Δ
࠶ܝ2VBMJ"SUTʹ͓͚Δࣗಈੜ ࣍ιʔεQSPUPͷΈ ɾܕ҆શͰ͋Δ͜ͱ ɾฐࣾ௨৴ʹH31$ CVGDPOOFDU Λ༻͍ͯ͠ΔͨΊ ɹγϯλοΫεΛ౷ҰͰֶ͖शίετ͕͍͜ͱ ੜର%#ૢ࡞ϩδοΫੜͳͲఆܕԽͰ͖Δͷશͯ ˠ͜ΕzฐϓϩδΣΫτͩͬͨΒzͷ
ϓϩδΣΫτͷੑ֨ʹ͋ͬͨબΛɻͦ͜ʹඒֶ͕͋Δɻ ɾϓϩδΣΫτͷੑ֨ϝϯόʔͷݸੑΛؑΈͯੑͷߴ͍બΛ͢Δͷ͕େࣄ ɾͦ͜ʹඒֶ͕͋Δʂ ɾͦͦࣗಈੜΛऔΓೖΕΔͷ͔ʁ ɾ͢Δͱͯ͠ɺԿΛࣗಈੜରʹ͠Α͏͔ʁ ɾ࣍ιʔε౷Ұ͢Δ͔ʁੜର͝ͱʹ͚Δ͔ʁ ɾએݴϑΝΠϧԿʹ͠Α͏͔ʁ ɹɾTRM ɹɾQSPUP ɹɾHSBQIRM
ɹɾDVF ɹɾZBNM ɹɾHPͳͲͳͲ
ΰʔϧ ɾࣄۀυϝΠϯ௨৴ϓϩτίϧʹറΒΕͳ͍ࣗಈੜख๏ͱͦͷՄೳੑΛ͑Δ ɾ͜ΜͳՕॴ·ͰࣗಈੜͰ͖ΔΜͩʂͬͯࢥͬͯΒ͏ ɾ࠙ձͷͷλωʹ͢Δʢࣗಈੜͯ͠Δʁ࣍ιʔεʁʣ ੜ·ΘΓ͍ͨ͠ʂɹ
ࣗಈੜͷΛ͠Α͏ ʙ1SPUP#VG $VF ࣍ιʔεͷඒֶʙ LBSBNBSV