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Swift Concurrency Next Step
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[email protected]
September 11, 2022
Programming
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Swift Concurrency Next Step
Talk about Swift Concurrency in iOSDC Japan 2022
[email protected]
September 11, 2022
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Transcript
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্͔ΒԼ 4XJGU$PODVSSFODZͷ͓͞Β͍"TZODBXBJU ίʔϧόοΫܗࣜͱͷൺֱ Լ͔Β্ ίʔϧόοΫܗࣜ BTZODBXBJUܗࣜ
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࠷ۙͷΞοϓσʔτ ࠷ۙͷΞοϓσʔτ
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IUUQTHJUIVCDPNBQQMFTXJGUFWPMVUJPOCMPCNBJOQSPQPTBMTDMBSJGZFYFDVUJPOOPOBDUPSBTZODNE OPOJTPMBUFEBTZODؔ ˣ࠶։ɹ⚠Ҿ͖ଓ͖BDUPSͷΤάθΩϡʔλ্ʹ͍Δ ॏ͍TZODؔ ऴΘΔ·ͰBDUPSଞͷॲཧ͕Ͱ͖ͳ͍ BDUPSͷϝιουΛݺͼग़͢ ࠷ۙͷΞοϓσʔτOPOJTPMBUFEBTZODؔͷΤάθΩϡʔλͷ໌֬Խ࣮ߦΤάθΩϡʔλͷ໌֬Խ
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্࣮ͷҙ ্࣮ͷҙ
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UJNF ্࣮ͷҙΑ͘ى͜Δͭͷ
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w .BJO"DUPS্Ͱॏ࣌ؒ͘ͷ͔͔ΔॲཧΛ͢Δ͜ͱͰɺ6*͕ϑ Ϧʔζͯ͠͠·͏ݱ .BJO"DUPS 5BTL 5BTL 5BTL ্࣮ͷҙΑ͘ى͜Δͭͷ.BJO"DUPSϒϩοΩϯά
ղܾࡦ w .BJO"DUPSͰͷॏ͍͘ॲཧආ͚ΔɻՄೳͳݶΓόοΫά ϥϯυͰॲཧΛߦ͏Α͏ʹ͢Δɻ .BJO"DUPS #BDLHSPVOE 5BTL 5BTL 5BTL 5BTL
5BTL ্࣮ͷҙΑ͘ى͜Δͭͷ.BJO"DUPSϒϩοΩϯάղܾࡦ
"DUPSڝ߹ ্࣮ͷҙΑ͘ى͜Δͭͷ"DUPSڝ߹
w ฒྻॲཧͷதͰڞ༗ͨ͠"DUPS্Ͱͷॲཧ͕ೖΔͱɺ"DUPSͷ ॲཧ͕ͪൃੜͯ͠ύϑΥʔϚϯε͕Լ͢Δ͜ͱ " " " # # #
$ $ $ " # $ "DUPS ্࣮ͷҙΑ͘ى͜Δͭͷ"DUPSڝ߹
ղܾࡦ w "DUPS্ͰຊʹඞཁͳॲཧԿ͔Λ࠶ݕ౼͠ɺ"DUPS্Ͱͷ ॲཧΛݮΒ͢ " " " # # #
$ $ $ " # $ "DUPS ্࣮ͷҙΑ͘ى͜Δͭͷ"DUPSڝ߹ղܾࡦ
ڠௐεϨουϓʔϧͷރׇ ্࣮ͷҙΑ͘ى͜ΔͭͷڠௐεϨουϓʔϧͷރׇ
ڠௐεϨουϓʔϧͱʁ w 5BTLΛ࣮ߦ͢ΔεϨουͨͪͷอॴ w ݻఆͷεϨουΛ࠶ར༻ͯ͠ॲཧΛ࣮ߦ͢Δ ্࣮ͷҙΑ͘ى͜ΔͭͷڠௐεϨουϓʔϧͷރׇڠௐεϨουϓʔϧͱʁ
4XJGUϥϯλΠϜͷઃܭࢥ w εϨουৗʹલʹಈ͖ଓ͚Δ͜ͱ͕Ͱ͖Δ ˞ͨͩ͠Ұ࣌తͳϒϩοΫʹؔͯ͠ҧʹͳΒͳ͍ IUUQTGPSVNTTXJGUPSHUJODSFNFOUBMNJHSBUJPOUPTUSVDUVSFEDPODVSSFODZ ্࣮ͷҙΑ͘ى͜ΔͭͷڠௐεϨουϓʔϧͷރׇલఏࣝ
҆શͳͷةݥͳͷ IUUQTEFWFMPQFSBQQMFDPNWJEFPTQMBZXXED BXBJU "DUPST 5BTLHSPVQT PT@VOGBJS@MPDL /4-PDL JOಉظίʔυ %JTQBUDI4FNBQIPSF QUISFBE@DPOE@/4$POEJUJPO
QUISFBE@SX@MPDL ଞ ίϯύΠϥνΣοΫ⭕ ίϯύΠϥνΣοΫ❌ ίϯύΠϥνΣοΫ❌ ҆શ ҙ ةݥ ্࣮ͷҙΑ͘ى͜ΔͭͷڠௐεϨουϓʔϧͷރׇલఏࣝ
BXBJU "DUPST 5BTLHSPVQT PT@VOGBJS@MPDL /4-PDL JOಉظίʔυ %JTQBUDI4FNBQIPSF QUISFBE@DPOE@/4$POEJUJPO QUISFBE@SX@MPDL ଞ
ίϯύΠϥνΣοΫ⭕ ίϯύΠϥνΣοΫ❌ ίϯύΠϥνΣοΫ❌ ҆શ ҙ ةݥ ҆શͳͷةݥͳͷ IUUQTEFWFMPQFSBQQMFDPNWJEFPTQMBZXXED ίϯύΠϥʹΑΔอূ ্࣮ͷҙΑ͘ى͜ΔͭͷڠௐεϨουϓʔϧͷރׇલఏࣝ
BXBJU "DUPST 5BTLHSPVQT PT@VOGBJS@MPDL /4-PDL JOಉظίʔυ %JTQBUDI4FNBQIPSF QUISFBE@DPOE@/4$POEJUJPO QUISFBE@SX@MPDL ଞ
ίϯύΠϥνΣοΫ⭕ ίϯύΠϥνΣοΫ❌ ίϯύΠϥνΣοΫ❌ ҆શ ҙ ةݥ ҆શͳͷةݥͳͷ IUUQTEFWFMPQFSBQQMFDPNWJEFPTQMBZXXED ਖ਼͑҆͘͠શ ίϯύΠϥͷอূͳ͠ ্࣮ͷҙΑ͘ى͜ΔͭͷڠௐεϨουϓʔϧͷރׇલఏࣝ
BXBJU "DUPST 5BTLHSPVQT PT@VOGBJS@MPDL /4-PDL JOಉظίʔυ %JTQBUDI4FNBQIPSF QUISFBE@DPOE@/4$POEJUJPO QUISFBE@SX@MPDL ଞ
ίϯύΠϥνΣοΫ⭕ ίϯύΠϥνΣοΫ❌ ίϯύΠϥνΣοΫ❌ ҆શ ҙ ةݥ ҆શͳͷةݥͳͷ IUUQTEFWFMPQFSBQQMFDPNWJEFPTQMBZXXED εϨουؒͷґଘ͕ؔݟ͑ͳ͍ ίϯύΠϥͷอূͳ͠ ্࣮ͷҙΑ͘ى͜ΔͭͷڠௐεϨουϓʔϧͷރׇલఏࣝ
ةݥ ղআΛͪଓ͚Δ ্࣮ͷҙΑ͘ى͜ΔͭͷڠௐεϨουϓʔϧͷރׇલఏࣝ
w 4FNBQIPSFػɺ-PDLऔಘɺϑΝΠϧωοτϫʔΫͷϒ ϩοΩϯά*0ͳͲʹΑΓεϨουͷಈ͖͕͛ΒΕɺར༻Մ ೳͳεϨουϓʔϧͷεϨου͕ͳ͘ͳΓύϑΥʔϚϯεͷ ԼσουϩοΫ͕ൃੜ͢Δ͜ͱ 5BTL 🤏 💦 ্࣮ͷҙΑ͘ى͜ΔͭͷڠௐεϨουϓʔϧͷރׇ
ղܾࡦ w 5BTLͰϒϩοΫΛආ͚Δ ྫͳΔ͘BTZODؔΛར༻͢ Δ ɻຊʹϒϩοΫ͕ඞཁͳ߹࣌ؒͰۃྗখ͍͞ൣғ Ͱߦ͏ ্࣮ͷҙΑ͘ى͜ΔͭͷڠௐεϨουϓʔϧͷރׇղܾࡦ
σόοάํ๏ -*#%*41"5$)@$001&3"5*7&@100-@453*$5 ڠௐεϨουϓʔϧͷαΠζΛʹ੍ݶ͢Δ ্࣮ͷҙΑ͘ى͜ΔͭͷڠௐεϨουϓʔϧͷރׇσόοάํ๏
$POUJOVBUJPOͷޡ༻ ্࣮ͷҙΑ͘ى͜Δͭͷ$POUJOVBUJPOͷޡ༻
$POUJOVBUJPOͱʁ w طଘͷίʔϧόοΫܗࣜΛBTZODؔʹม͢Δ w $IFDLFEͱ6OTBGFͷछྨ͕͋Δ ্࣮ͷҙΑ͘ى͜Δͭͷ$POUJOVBUJPOͷޡ༻$POUJOVBUJPOͱʁ
طଘؔ BTZODؔ ্࣮ͷҙΑ͘ى͜Δͭͷ$POUJOVBUJPOͷޡ༻$POUJOVBUJPOͷ͍ํ $POUJOVBUJPOؔΛݺͿ
طଘؔ BTZODؔ طଘͷίʔϧόοΫܗࣜͷؔΛݺͿ ্࣮ͷҙΑ͘ى͜Δͭͷ$POUJOVBUJPOͷޡ༻$POUJOVBUJPOͷ͍ํ
݁ՌΛSFTVNFϝιουʹ͢ طଘؔ BTZODؔ ্࣮ͷҙΑ͘ى͜Δͭͷ$POUJOVBUJPOͷޡ༻$POUJOVBUJPOͷ͍ํ
$POUJOVBUJPOͷݫ֨ͳϧʔϧ طଘؔ ϧʔϧSFTVNFશ࣮ߦύεͰඞͣճͣͭݺͿ ճݺͿͱʜΫϥογϡ $IFDLFE ·ͨ༧ظͤ͵ڍಈ 6OTBGF ճݺͳ͍ͱʜBXBJU͔Β࠶։͠ͳ͍ BTZODؔ
TVDDFTT࣌ GBJMVSF࣌ ্࣮ͷҙΑ͘ى͜Δͭͷ$POUJOVBUJPOͷޡ༻$POUJOVBUJPOͷϧʔϧ
ղܾࡦ w $IFDLFEͱ6OTBGFͷछྨ͕͋Δ $IFDLFEʜؒҧͬͯ༻ͨ͠߹ʹνΣοΫ͞ΕΔ 6OTBGFʜؒҧͬͯ༻ͯ͠νΣοΫ͞Εͳ͍ w ύϑΥʔϚϯεʹݒ೦͕ͳ͍߹ɺ$IFDLFE$POUJOVBUJPOΛ ͬͯɺ։ൃ࣌ʹνΣοΫ͞ΕΔΑ͏ʹ͢Δ
্࣮ͷҙΑ͘ى͜Δͭͷ$POUJOVBUJPOͷޡ༻ղܾࡦ
Α͘ى͜Δͭͷ w .BJO"DUPSϒϩοΩϯά w "DUPSڝ߹ w ڠௐεϨουϓʔϧͷރׇ w $POUJOVBUJPOͷޡ༻ ্࣮ͷҙΑ͘ى͜Δͭͷ
"DUPSͱϦΤϯτϥϯτ ্࣮ͷҙ"DUPSͱϦΤϯτϥϯτ
ϦΤϯτϥϯτ ࠶ೖՄೳ ͱʁ w ͋ΔϓϩάϥϜϧʔνϯͳͲΛ࣮ߦதʹɺ࠶ͼىಈ࣮ͯ͠ߦ ࢝͠ΊΔ͜ͱ͕Ͱ͖Δੑ࣭ IUUQTFXPSETKQX&&'&"%&"IUNM ෳͷϓϩάϥϜ͔Βݺͼग़͞Εͯਖ਼ৗʹॲཧͰ͖Δ ্࣮ͷҙ"DUPSͱϦΤϯτϥϯτϦΤϯτϥϯτͱʁ
"DUPSϦΤϯτϥϯτ w "DUPSJTPMBUFEͳؔϦΤϯτϥϯτ w ͋Δ"DUPSJTPMBUFEͳؔͷதͰBTZODίʔυΛݺͼग़͢ͱɺ ͦͷؔதஅ͞Εଞͷ"DUPSͷॲཧ͕࣮ߦͰ͖Δ ্࣮ͷҙ"DUPSͱϦΤϯτϥϯτ"DUPSϦΤϯτϥϯτ IUUQTHJUIVCDPNBQQMFTXJGUFWPMVUJPOCMPCNBJOQSPQPTBMTBDUPSTNEBDUPSSFFOUSBODZ
ϦΤϯτϥϯτͷྫ ࣮ߦ ্࣮ͷҙ"DUPSͱϦΤϯτϥϯτ"DUPSϦΤϯτϥϯτϦΤϯτϥϯτͷྫ
தஅ "DUPSଞͷॲཧΛ࣮ߦͰ͖Δ "DUPS ࣮ߦͰ͖Δ ্࣮ͷҙ"DUPSͱϦΤϯτϥϯτ"DUPSϦΤϯτϥϯτϦΤϯτϥϯτͰͳ͔ͬͨ߹ͷྫ
ྃ͢Δ·ͰଞͷॲཧͰ͖ͳ͍ ϦΤϯτϥϯτͳ͔ͬͨ߹ͷྫ "DUPS ͠ϦΤϯτϥϯτͰͳ͚Εʜʁ ্࣮ͷҙ"DUPSͱϦΤϯτϥϯτ"DUPSϦΤϯτϥϯτϦΤϯτϥϯτͰͳ͔ͬͨ߹ͷྫ
σουϩοΫͷϦεΫ͕͋Δ ্࣮ͷҙ"DUPSͱϦΤϯτϥϯτ"DUPSϦΤϯτϥϯτ "DUPS ͜ͷதͰ͏ҰXPSL ͕ݺΕΔͱ σουϩοΫ☠ ྃ͢Δ·ͰଞͷॲཧͰ͖ͳ͍ ͠ϦΤϯτϥϯτͰͳ͚Εʜʁ
w ϦΤϯτϥϯτʹΑΔॲཧͷதஅதʹ෦ঢ়ଶ͕มΘΔ͜ͱ Ͱ༧ظͤ͵ڍಈʹͳΔՄೳੑ͕͋Δ BXBJU ্࣮ͷҙ"DUPSͱϦΤϯτϥϯτ
࣮ߦ ্࣮ͷҙ"DUPSͱϦΤϯτϥϯτ
Ͱ͋Δ͜ͱ อূ͞Ε͍ͯΔ ্࣮ͷҙ"DUPSͱϦΤϯτϥϯτ
্࣮ͷҙ"DUPSͱϦΤϯτϥϯτ தஅ "DUPS
தஅ "DUPS ࣮ߦͰ͖Δ ্࣮ͷҙ"DUPSͱϦΤϯτϥϯτ
࠶։ ্࣮ͷҙ"DUPSͱϦΤϯτϥϯτ
Ͱ͋ΔͱݶΒͳ͍ ্࣮ͷҙ"DUPSͱϦΤϯτϥϯτ
ଞͰTUBUF͕มߋ͞ΕΔ ϦεΫͳ͍ BTZOD ❌ ղܾࡦ ্࣮ͷҙ"DUPSͱϦΤϯτϥϯτղܾࡦ
ղܾࡦ ࣮ߦதͷ5BTLΛͬͯ ॏෳϦΫΤετΛආ͚Δ ্࣮ͷҙ"DUPSͱϦΤϯτϥϯτղܾࡦ
"DUPSͷॲཧͷ࣮ߦॱং ্࣮ͷҙ"DUPSͷॲཧͷ࣮ߦॱং
"DUPS1SJPSJUZΛଚॏ͢Δ w "DUPSͰ͖ΔݶΓ5BTLͷ༏ઌॱҐ 1SJPSJUZ Λଚॏ͢Δ w ࣮ߦॱংݺͼग़ͨ͠ॱͱݶΒͣೖΕସΘΔ͜ͱ͕͋Δ ্࣮ͷҙ"DUPSͷॲཧͷ࣮ߦॱং"DUPS1SJPSJUZΛଚॏ͢Δ ($%ݺͼग़͠ॱʹ࣮ߦ͞ΕΔͨΊ ༏ઌॱҐٯసݱ͕ى͖͍ͯͨ
J04%$+BQBOൃදεϥΠυΑΓ
ॱ൪ʹॲཧΛ࣮ߦ͍ͨ͠߹ w 5BTLJOJUͳͲͷΫϩʔδϟॱ൪ʹ࣮ߦ͞ΕΔ w "TZOD4USFBN͔ΒྲྀΕͯ͘ΔΠϕϯτΛGPSBXBJUJOϧʔϓͰ ड͚औΔ͜ͱͰॱ൪ʹॲཧΛ͢Δ͜ͱ͕Ͱ͖Δ ্࣮ͷҙ"DUPSͷॲཧͷ࣮ߦॱংॱ൪ʹॲཧΛ࣮ߦ͍ͨ͠߹
ڠௐΩϟϯηϧ ্࣮ͷҙڠௐΩϟϯηϧ
ڠௐΩϟϯηϧͱʁ w λεΫͷ֊ߏͷԼ͋Δ5BTL͕ΤϥʔΛεϩʔͨ͠ Γɺ্ͷ5BTL͕Ωϟϯηϧ͞Εͨ߹ʹɺଞͷ5BTLΩ ϟϯηϧঢ়ଶʹͳΔΈ w ͨͩ͠ॲཧࣗମதஅ͞Εͳ͍ͨΊɺϚχϡΞϧͰΩϟϯη ϧνΣοΫ͕ඞཁʹͳΔ ্࣮ͷҙڠௐΩϟϯηϧڠௐΩϟϯηϧͱʁ
ΩϟϯηϧνΣοΫ USVFΛฦ͢ $BODFMMBUJPO&SSPSΛεϩʔ͢Δ 5BTLDIFDL$BODFMMBUJPO 5BTLJT$BODFMMFE ্࣮ͷҙڠௐΩϟϯηϧΩϟϯηϧνΣοΫ
ᶃ ᶄ ্࣮ͷҙڠௐΩϟϯηϧ෦ͷ5BTL͕ΤϥʔΛεϩʔ͢Δྫ ෦ͷ5BTL͕ΤϥʔΛεϩʔ͢Δྫ
͋Δ෦ͷ5BTL͕ΤϥʔΛεϩʔ͢Δ ্࣮ͷҙڠௐΩϟϯηϧ෦ͷ5BTL͕ΤϥʔΛεϩʔ͢Δྫ
USVF ͋Δ5BTL͕ΤϥʔΛεϩʔ͢Δͱଞͷ5BTLΩϟϯηϧঢ়ଶʹͳΔ ˞ॲཧܧଓ͢Δ ଞͷ5BTLʹΤϥʔ͕͢Δ ্࣮ͷҙڠௐΩϟϯηϧ෦ͷ5BTL͕ΤϥʔΛεϩʔ͢Δྫ
֎ଆͷ5BTLΛΩϟϯηϧ͢Δྫ ্࣮ͷҙڠௐΩϟϯηϧ֎ଆͷ5BTLΛΩϟϯηϧ͢Δྫ
֎ଆͷ5BTLͷDBODFMϝιουΛݺͿ ্࣮ͷҙڠௐΩϟϯηϧ֎ଆͷ5BTLΛΩϟϯηϧ͢Δྫ
֎ଆͷ5BTLΛΩϟϯηϧ͢Δͱଞͷ5BTLΩϟϯηϧঢ়ଶʹͳΔ ˞ॲཧܧଓ͢Δ USVF ෦ͷ5BTLΩϟϯηϧঢ়ଶʹͳΔ ্࣮ͷҙڠௐΩϟϯηϧ֎ଆͷ5BTLΛΩϟϯηϧ͢Δྫ
্࣮ͷҙڠௐΩϟϯηϧ6OTUSVDUVSFEDPODVSSFODZ 6OTUSVDUVSFEDPODVSSFODZͩͱʜ
্࣮ͷҙڠௐΩϟϯηϧ6OTUSVDUVSFEDPODVSSFODZ ֎ଆͷ5BTLͷDBODFMϝιουΛݺͿ
Ωϟϯηϧ࿈ಈ͠ͳ͍ USVF GBMTF ্࣮ͷҙڠௐΩϟϯηϧ6OTUSVDUVSFEDPODVSSFODZ
5BTLߏମͱϝϞϦཧ ্࣮ͷҙ5BTLߏମͱϝϞϦཧ
ϝϞϦϦʔΫ ্࣮ͷҙ5BTLߏମͱϝϞϦཧϝϞϦϦʔΫ
5BTLJOJUͱTFMG ্࣮ͷҙ5BTLߏମͱϝϞϦཧϝϞϦϦʔΫ
5BTLJOJUͱTFMG 5BTLJOJUTFMGෆཁ ্࣮ͷҙ5BTLߏମͱϝϞϦཧϝϞϦϦʔΫ
5BTLJOJUTFMGෆཁ BTZODMFU 5BTL(SPVQ 5BTLEFUBDIFETFMGඞཁ 5BTLJOJUͱTFMG ্࣮ͷҙ5BTLߏମͱϝϞϦཧϝϞϦϦʔΫ
5BTLJOJUએݴ IUUQTHJUIVCDPNBQQMFTXJGUCMPCNBJOTUEMJCQVCMJD$PODVSSFODZ5BTLTXJGU- IUUQTHJUIVCDPNBQQMFTXJGUCMPCNBJOEPDT3FGFSFODF(VJEFT6OEFSTDPSFE"UUSJCVUFTNE@JNQMJDJUTFMGDBQUVSF !@JNQMJDJU4FMG$BQUVSF 4FMG͕ࢀরܕͰΫϩʔδϟͰ໌ࣔతʹͤͣʹ TFMGʹΞΫηεͰ͖Δ ্࣮ͷҙ5BTLߏମͱϝϞϦཧϝϞϦϦʔΫ
҆શʜ 5BTLJOJUͱϝϞϦϦʔΫ w TFMGͷهࡌ͕ඞཁͳཧ༝ɺڧࢀরʹΑͬͯϝϞϦϦʔΫ͕ൃ ੜ͢ΔՄೳੑΛ։ൃऀʹ͑ΔͨΊ w 5BTLJOJUͷΫϩʔδϟଈ࣌ʹ࣮ߦ͞ΕTFMGͷࢀরείʔ ϓͰด͍ͯ͡ΔͨΊϝϞϦϦʔΫൃੜ͠ͳ͍ IUUQTHJUIVCDPNBQQMFTXJGUFWPMVUJPOCMPCNBJOQSPQPTBMTTUSVDUVSFEDPODVSSFODZNEJNQMJDJUTFMG ্࣮ͷҙ5BTLߏମͱϝϞϦཧϝϞϦϦʔΫ
GPSBXBJUJOϧʔϓͱϝϞϦϦʔΫͷՄೳੑ GPSBXBJUJOϧʔϓͷதͰTFMGΛڧࢀর͍ͯ͠ΔͨΊղ์͞Εͳ͍ ˞OPUJ fi DBUJPOTϝιουͷPCKFDUҾʹTFMGΛࢦఆ͢Εى͜Βͳ͍ ্࣮ͷҙ5BTLߏମͱϝϞϦཧϝϞϦϦʔΫ
ϝϞϦϦʔΫΛ͙ʹʁ ը໘͕ด͡ΔλΠϛϯάͰΩϟϯηϧΛ͢Δ ্࣮ͷҙ5BTLߏମͱϝϞϦཧϝϞϦϦʔΫ ˞4XJGU6*ͷUBTLϝιουࣗಈͰ5BTLΛΩϟϯηϧ͢ΔͨΊखಈͰݺͿඞཁͳ͠
Πϯελϯεͷղ์Ԇ ্࣮ͷҙ5BTLߏମͱϝϞϦཧΠϯελϯεͷղ์Ԇ
TFMGΛڧࢀরͨ͠߹ ϘλϯΛλοϓը໘͕ด͡Δ Ξϥʔτ͕දࣔ͞ΕΔ͔ʁ ্࣮ͷҙ5BTLߏମͱϝϞϦཧΠϯελϯεͷղ์ԆTFMGΛڧࢀরͨ͠߹
ͳͥʁ Ξϥʔτʜදࣔ͞ΕΔ ཧ༝TFMGڧࢀর͞Ε͍ͯΔ ্࣮ͷҙ5BTLߏମͱϝϞϦཧΠϯελϯεͷղ์ԆTFMGΛڧࢀরͨ͠߹
XFBLTFMG HVBSEνΣοΫͨ͠߹ ্࣮ͷҙ5BTLߏମͱϝϞϦཧΠϯελϯεͷղ์ԆXFBLTFMG HVBSEνΣοΫͨ͠߹ HVBSEνΣοΫ
݁Ռ ্࣮ͷҙ5BTLߏମͱϝϞϦཧΠϯελϯεͷղ์ԆXFBLTFMG HVBSEνΣοΫͨ͠߹
Ξϥʔτʜදࣔ͞ΕΔ ཧ༝4XJGU$PODVSSFODZBXBJU͔Β࠶։ޙʹ ඞཁͳมΛ෦Ͱอ͓࣋ͯͨ͘͠ΊTFMGͷڧࢀরΔ TFMGͷڧࢀরΛ෦Ͱอ࣋ ͳͥʁ ্࣮ͷҙ5BTLߏମͱϝϞϦཧΠϯελϯεͷղ์ԆXFBLTFMG HVBSEνΣοΫͨ͠߹
XFBLTFMGΛͦͷ··ར༻ͨ͠߹ ্࣮ͷҙ5BTLߏମͱϝϞϦཧΠϯελϯεͷղ์ԆXFBLTFMGΛͦͷ··ར༻ͨ͠߹
݁Ռ ্࣮ͷҙ5BTLߏମͱϝϞϦཧΠϯελϯεͷղ์ԆXFBLTFMGΛͦͷ··ར༻ͨ͠߹
Ξϥʔτʜදࣔ͞Εͳ͍ ཧ༝TFMGͷऑࢀরڧࢀর͕શͯղ์͞ΕΔͱͳ͘ͳΔͨΊ Ξϥʔτදࣔϝιου࣮ߦ࣌Ͱղ์͞Ε͍ͯΔ ͳͥʁ TFMGͷऑࢀরΛ෦Ͱอ࣋ ্࣮ͷҙ5BTLߏମͱϝϞϦཧΠϯελϯεͷղ์ԆXFBLTFMGΛͦͷ··ར༻ͨ͠߹
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