Rustで作るLinuxトレーサ / libbpf-core-with-rust

F#1'ͱ͔͍͏ࠓྲྀߦͬͯΔ΍ͭ 6DIJP,POEP(.01FQBCP *OD 4IJOKVLVST 3VTUͰ࡞Δ-JOVYτϨʔα 1IPUPCZ)FSCFSU#JFTFSIUUQTQJYBCBZDPNJNBHFTJE

γχΞɾϓϦϯγύϧΤϯδχΞ ۙ౻ Ӊஐ࿕ / @udzura https://blog.udzura.jp/ Uchio Kondo ٕज़෦ ٕज़ج൫νʔϜ
@ GMOϖύϘ / ෱Ԭ ΤϯδχΞΧϑΣʢ෱Ԭࢢ੺ẂנจԽձؗʣ αϙʔλʔ Duolingo Diamond Leaguer 💎 #Rust #Ruby #mruby #Containers #eBPF #CRIU #Seccomp #RubyKaigi #CloudNativeDays #Zumba #γϨϯ #FitBoxing2

ࠓճ࿩͢΋ͷҎ֎ʹ࡞ͬͨ΋ͷ •octx wίϚϯυҰൃͰࡶʹ(JU)VCͷBDUJWJUZΛ$47ʹͯ͘͠ΕΔ΍ͭ ͦͷ··#JH2VFSZͰϩʔυՄೳɻ wPDUPDSBC SFRXFTU UPLJP

5P$ w࡞Ζ͏ͱ͍ͯ͠Δπʔϧͷ࿩ wF#1'ͱ͸ wࠓࠓͰ͖͍ͯΔ΋ͷ wMJCCQGSTͷ࢖͍ํ w3VTUͰΑ͔ͬͨ఺

F#1' wFYUFOEFE#FSLMFZ1BLFU'JMUFS w೥͔Β-JOVYͰಋೖʢݩͷ࣮૷͸-JOVYͰ͸͔Βʣ wMJCQDBQͰ࢖ΘΕ͍͕ͯͨɺTFDDPNQ΍ͦͷଞΧʔωϧػೳͰར༻ w-JOVYΧʔωϧ಺෦Ͱಈ͘ϓϩάϥϜΛɺϢʔβϥϯυͰهड़ wػೳʹ੍ݶ͕͋ΓɺϑΟϧλϦϯά΍ूܭ͕ओͳ໾ׂ wৄࡉ͸ʮ͓͍ͯͭ͘͠Α͘ͳΔF#1'ʯͰݕࡧ

F#1'ʹΑΔτϨʔα wF#1'ͷେ͖ͳ༻్ͷҰͭʹɺΧʔωϧ಺෦Ͱͷؔ਺ݺͼग़͠΍ ੩తͳΠϕϯτͳͲΛτϨʔε͠ɺूܭ͢Δ͜ͱ͕͋Δɻ w #4%4PMBSJTͰ͍͏%5SBDF wCQGUSBDFίϚϯυ΍ #$$ #1'$PNQJMFS$PMMFDUJPO ͷ։ൃ IUUQXXXCSFOEBOHSFHHDPNCMPHCQGQFSGPSNBODFUPPMTCPPLIUNM

#1'$03& wͦΕ·Ͱͷ#1'πʔϧ͸ɺͦͷ৔Ͱ#1'ϓϩάϥϜΛੜ੒ɺίϯύΠ ϧ͢ΔͳͲʢॊೈͰ͸͋Δ͕ʣΦʔόʔϔου͕͋ͬͨɻ wͦͷ݁Ռɺಈ࡞ʹDMBOHόΠφϦ͕ඞཁͩͬͨΓɺಋೖ͕ϋʔυ w΋͏গ͠खܰʹಈ͔ͤΔΑ͏ɺΧʔωϧͷܕ৘ใΛऔಘ͢Δ#5'΍ɺ $03& $PNQJMF0ODF 3VO&WFSZXIFSF ͳͲͷٕज़͕ग़ͯ͘Δ w$03&ʹͳΔͱϫϯόΠφϦπʔϧ
Χʔωϧͷઃఆ͍͔ͭ͘ ΛΠ ϯετʔϧ͢Ε͹τϨʔε͕Ͱ͖ΔΑ͏ʹɻ

࣮૷ͷྫ w#1'ͷϓϩάϥϜΛϏϧυ͢Δ $Ͱॻ͘ඞཁ͕͋ΔɻϓϩάϥϜͷҰ෦ ίϯύΠϧ࣌ͷΦϓγϣϯ

࣮૷ͷྫ w#1'ϓϩάϥϜͷΦϒδΣΫτ͔ΒTLFMʢϔομʣΛੜ੒͠ɺ Ϣʔβϥϯυͷ$ϓϩάϥϜ͔Β࢖͑ΔΑ͏ʹ͢Δ CQGUPPMͱ͍͏ίϚϯυͰੜ੒ ϓϩάϥϜͷόΠφϦࣗମ͕ϔομʹຒΊࠐ·ΕΔ

࣮૷ͷྫ wͦͷϔομΛ࢖ͬͯόΠφϦπʔϧΛ࡞Δɻ w$ݴޠͰɻ wͪͳΈʹCDDͰͷSFGFSFODF࣮૷ w IUUQTHJUIVCDPNJPWJTPSCDDUSFFNBTUFSMJCCQGUPPMT

ग़དྷ্͕ͬͨόΠφϦͷΠϝʔδ Ϣʔβϥϯυ Χʔωϧ಺෦ ϓϩάϥϜʢϫϯόΠφϦʣ #1'ϓϩάϥϜ ϩʔυ σʔλ΍ΓऔΓ ϓϩάϥϜ ࣮ߦɾूܭ Φϓγϣϯͷղੳ
ग़ྗ Ճ޻ #1' ࣮ߦ࣌ݕࠪ #1'.BQ 1FSGCV⒎FS ར༻ऀ

͜͜·Ͱͷͬ͘͟Γͨ͠·ͱΊ wF#1'͍ͬͯ͏-JOVYͷτϨʔαͳͲΛ࡞Δศརٕज़͕͋Δ wF#1'πʔϧ͸ɺҎલ͸DMBOHͰͦͷ৔ͰίϯύΠϧ͍͕ͯͨ͠ɺ ࠷ۙϫϯόΠφϦͰ഑ΕΔΑ͏ʹͳͬͨ ཁ৽͍͠Χʔωϧ wͦ͏͢ΔͱίϚϯυϥΠϯπʔϧ෦෼΋ؚΊͯϫϯόΠφϦʹ͍ͨ͠ wͦͷSFGFSFODF࣮૷͸$ݴޠɻ$ݴޠɻ ʮ1SPEVDUJPOͰ͸#$$ΑΓMJCCQG #1'$03&Λ࢖͏ํ͕ྑ͍ʯ
IUUQTJUJTLKIBUFOBCMPHDPNFOUSZͳͲ΋ࢀর

Ϣʔβϥϯυ΋$ݴޠͰ͋Δඞཁ wͬͯɺຊ౰ʹ͋Δʁ w$ݴޠͷ೉͠͞ wΦϓγϣϯύʔεҰͭͰ΋จࣈྻͷѻ͍ʹۤ࿑͢Δ wͪΐͬͱͨ͜͠ͱͰ΋ෆ҆શͳίʔυ͕ wϝϞϦͷѻ͍͕ϝϞϦ͕ w#1'ϓϩάϥϜ͸࢓ํͳ͍ʢWFSJpFS΋͋Δʣ͚ͲɺϢʔβϥϯυ΋ $ͬͯେม͡Όͳ͍ʁ

ͦ͜Ͱ3VTU

ͭͬͨ͘΋ͷ

DPOUBJOFSUSBDFST wίϯςφؔ܎ͷτϨʔεʹಛԽͨ͠πʔϧ܈Λ࡞Ζ͏ͱ͍ͯ͠Δ w൚༻తͳ΋ͷ͸͢Ͱʹ͋ΔͷͰ w3VTU MJCCQGST w$03&ͳͷͰΧʔωϧ͕ ͔ͳΓ৽͘͠ͳ͍ͱͰ͕͢ IUUQTHJUIVCDPNVE[VSBDPOUBJOFSUSBDFSTɹ

DPOTUBU wίϯςφ୯ҐͰͷ γεςϜίʔϧݺͼग़͠ͷ ౷ܭΛදࣔ͢Δ

VOTIBSFTOPPQ wVOTIBSF ͱ͍͏ɺίϯςφΛ࡞੒͢Δ্ͰॏཁͳγεςϜίʔϧ ͷݺͼग़͠ͱɺͦͷϑϥάΛτϨʔε͢Δ

DPOCJPHSBQI wίϯςφ୯ҐͰɺCMPDL*0ͷঢ়گΛՄࢹԽ͢Δɻ wάϥϑදࣔͰ͸ͬͪΌ͚͗ͨ͢ͷͰɺ΋͏গ͠ݟ΍͍͢දࣔΛࠓޙ࣮ ૷͍ͨ͠ʜ

%FNP wDPOTUBU ࠓࢥ͏ͱQFSGͰ΋Ͱ͖Δؾ΋ ҰԠύϑΥʔϚϯεʹ༏ΕΔ ͸ͣ ˞ಈը͸Ͳ͔͜ʹΞοϓ͠·͢

MJCCQGST

MJCCQGSTͱ͸ wF#1'ͷػೳΛ΋͏গ͠ΞΫηε͠΍͘͢ϥοϓͨ͠ϥΠϒϥϦͱ͠ ͯMJCCQGͱ͍͏΋ͷ͕͋Δɻ w#1'ϓϩάϥϜͷϩʔυ w#1'.BQ΍QFSGCV⒎FSͳͲσʔλͷ΍ΓऔΓͷΠϯλϑΣʔε wMJCCQG͸$ϥΠϒϥϦͳͷͰɺ3VTU͔Β࢖͍΍ͨ͘͢͠΋ͷ͕ MJCCQGSTɻ

جຊతͳ࢖͍ํ wCQGϓϩάϥϜΛॻ͘ w cargo libbpf buildͰίϯύΠϧͰ͖Δ w cargo libbpf genͰ3VTUͷTLFMΛੜ੒
w͋ͱ͸ͦͷTLFMΛ࢖ͬͯ3VTUϓϩάϥϜΛॻ͘ wMJCCQGSTͷػೳʹՃ͑ͯɺTUSVDUPQU DUSMD BOZIPX ͦͷଞී௨ͷ 3VTUͷίϚϯυϥΠϯπʔϧͱͯ͠ϓϩάϥϜΛॻ͚͹0,

NBJOͷྫ ϏϧμʔΛܦ༝ͯ͠ TLFMΛ։͘ ύϥϝʔλΛೖΕͯ TLFMΛϩʔυɺΞλον F#1'ͷΠϯλϑΣʔε͔Β σʔλΛऔಘɺදࣔ

σʔλදࣔͷྫʢQFSGCV⒎FSʣ wσʔλදࣔ༻ͷίʔϧόοΫؔ਺Λఆٛɻσʔλࣗମ͸&[u8]Ͱ ΍ͬͯ͘ΔͷͰɺQMBJODSBUFͰม׵ͷඞཁ͕͋Δɻ SFQS D ͳߏ଄ମʹ1MBJOΛ࣮૷

σʔλදࣔͷྫʢ#1'.BQʣ w#1'.BQͱ͍͏σʔλूੵମΛܦ༝ͯ͠ɺΧʔωϧͰूΊͨσʔλ ʹϢʔβϥϯυ͔ΒΞΫηεɺදࣔͰ͖Δɻ ߏ଄ମఆٛΛ$3VTUͰ߹ΘͤΔ LFZWBMVFͱ΋ʹ&[u8]ͳͷͰɺ͜͜Ͱ΋ม׵

Ϣʔβϥϯυ͔Β#1'.BQΛߋ৽ wඵຖʹΧ΢ϯλϦηοτ͢ΔΑ͏ͳϓϩάϥϜΛॻ͚Δɻ ॻ͚Δ͚ͲɺMap::update()͕LFZWBMVFͱ΋ʹ&[u8]Λཁٻ͢Δͷ Ͱɺ͜͜΋ม׵͔͠΋VOTBGF plain::as_bytes()ͰͰ͖Δ͚Ͳ

<3VTU௿ϨΠϠϝϦοτ>

θϩίετந৅Խͷڧ྽͞ w؆ܿʹએݴతʹॻ͍ͯ΋ɺεϐʔυͷ͜ͱΛؾʹ͠ͳ͍͍ͯ͘ɺͱ͍ ͏ͷ͸͍͍ମݧɻ wΤϥʔΛResult<T, E>Ͱѻ͑Δ͚ͩͰ΋ੜ࢈ੑΊͬͪΌߴ͍ w΋ͪΖΜϝϞϦ΋ʢجຊతʹ͸ʣ҆શ wίϚϯυϥΠϯπʔϧͰ͸TUSVDUPQU͕͍͍ wͱʹ͔͘TUSVDUPQU͕͍͍ʢճ໨ʣ

๛෋ͳDSBUFΛ࢖͑Δ wίΞͰͳ͍෦෼ͷ࠶ൃ໌͸ਏ͍ͷͰɺ͍͍ײ͡ͷ࣮૷ʹ৐͔ͬΓ͍ͨ wΦϓγϣϯύʔαɺ''*ɺՄࢹԽ wUFYUQMPUT͍͍ wDBSHP͕ͦ΋ͦ΋ ͍͍ɺXZDBUT

''*ʹڧ͍ wࠓճͷMJCCQGͷΑ͏ʹɺ$ݴޠϕʔεʢ͔͠΋-JOVYΧʔωϧͱҰॹʹ ϝϯς͞Ε͍ͯΔʣͷͰ͔͍ϥΠϒϥϦΛૉ௚ʹ࢖͑Δͷ͸͍͍ w3VTU$Ͱߏ଄ମɺϙΠϯλΛ΍ΓͱΓ͠΍͍͢ͷ͸ॿ͔Δ w࣌ʹ͸VOTBGFʹͳΔ͚Ͳ

ࠔͬͯΔ͜ͱͱ͔ࠓޙ

ࠓޙͷ՝୊ wͱ͸͍͑VOTBGF͕ଟ͍ؾ͕͢ΔɺͳΜͱ͔ͳΒͳ͍͔ͳ w1MBJODSBUFʹཔ͍ͬͯΔͱ͜ΖΛ΋ͬͱ͏·͘Ӆ͢ͱ͍͍ͷ͔΋ wͱ͍͏͔ɺMJCCQG@ST͕&[u8]Λཁٻ͗͢͠ w''*पΓͷػೳ͸·ͩௐ΂࢝Ίͨ͹͔ΓͰɺ$ݴޠΈ͍ͨͳॻ͖ํʹ ͳͬͯ͠·͏ɻཁݚڀɻ

ͦͷଞ΍Γ͍ͨ͜ͱ wπʔϧͱͯ͠΋͏গ͠খճΓΛྑ͍ͨ͘͠ɻ wΦϓγϣϯ૿΍ͨ͠Γɺ΋ͬͱ৭ʑͳϝτϦοΫΛऔΓ͍ͨ wӳޠͱ͔ͰهࣄΛॻ͍ͨํ͕ड͚ͦ͏ɻॻ͘ɻ w͋ͱ͸ɺࣗ෼Ͱ͋·Γ࢖͑ͯͳ͍ͷͰ࢖ͬͯΈΔɻ

Rustで作るLinuxトレーサ / libbpf-core-with-rust

Rustで作るLinuxトレーサ / libbpf-core-with-rust

KONDO Uchio

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F#1'ͱ͔͍͏ࠓྲྀߦͬͯΔ΍ͭ 6DIJP,POEP(.01FQBCP *OD 4IJOKVLVST 3VTUͰ࡞Δ-JOVYτϨʔα 1IPUPCZ)FSCFSU#JFTFSIUUQTQJYBCBZDPNJNBHFTJE

γχΞɾϓϦϯγύϧΤϯδχΞ ۙ౻ Ӊஐ࿕ / @udzura https://blog.udzura.jp/ Uchio Kondo ٕज़෦ ٕज़ج൫νʔϜ

ࠓճ࿩͢΋ͷҎ֎ʹ࡞ͬͨ΋ͷ •octx wίϚϯυҰൃͰࡶʹ(JU)VCͷBDUJWJUZΛ$47ʹͯ͘͠ΕΔ΍ͭ ͦͷ··#JH2VFSZͰϩʔυՄೳɻ wPDUPDSBC SFRXFTU UPLJP

5P$ w࡞Ζ͏ͱ͍ͯ͠Δπʔϧͷ࿩ wF#1'ͱ͸ wࠓࠓͰ͖͍ͯΔ΋ͷ wMJCCQGSTͷ࢖͍ํ w3VTUͰΑ͔ͬͨ఺

F#1'

F#1'ʹΑΔτϨʔα wF#1'ͷେ͖ͳ༻్ͷҰͭʹɺΧʔωϧ಺෦Ͱͷؔ਺ݺͼग़͠΍ ੩తͳΠϕϯτͳͲΛτϨʔε͠ɺूܭ͢Δ͜ͱ͕͋Δɻ w #4%4PMBSJTͰ͍͏%5SBDF wCQGUSBDFίϚϯυ΍ #$$ #1'$PNQJMFS$PMMFDUJPO ͷ։ൃ IUUQXXXCSFOEBOHSFHHDPNCMPHCQGQFSGPSNBODFUPPMTCPPLIUNM

࣮૷ͷྫ w#1'ͷϓϩάϥϜΛϏϧυ͢Δ $Ͱॻ͘ඞཁ͕͋ΔɻϓϩάϥϜͷҰ෦ ίϯύΠϧ࣌ͷΦϓγϣϯ

࣮૷ͷྫ w#1'ϓϩάϥϜͷΦϒδΣΫτ͔ΒTLFMʢϔομʣΛੜ੒͠ɺ Ϣʔβϥϯυͷ$ϓϩάϥϜ͔Β࢖͑ΔΑ͏ʹ͢Δ CQGUPPMͱ͍͏ίϚϯυͰੜ੒ ϓϩάϥϜͷόΠφϦࣗମ͕ϔομʹຒΊࠐ·ΕΔ

࣮૷ͷྫ wͦͷϔομΛ࢖ͬͯόΠφϦπʔϧΛ࡞Δɻ w$ݴޠͰɻ wͪͳΈʹCDDͰͷSFGFSFODF࣮૷ w IUUQTHJUIVCDPNJPWJTPSCDDUSFFNBTUFSMJCCQGUPPMT

ग़དྷ্͕ͬͨόΠφϦͷΠϝʔδ Ϣʔβϥϯυ Χʔωϧ಺෦ ϓϩάϥϜʢϫϯόΠφϦʣ #1'ϓϩάϥϜ ϩʔυ σʔλ΍ΓऔΓ ϓϩάϥϜ ࣮ߦɾूܭ Φϓγϣϯͷղੳ

Ϣʔβϥϯυ΋$ݴޠͰ͋Δඞཁ wͬͯɺຊ౰ʹ͋Δʁ w$ݴޠͷ೉͠͞ wΦϓγϣϯύʔεҰͭͰ΋จࣈྻͷѻ͍ʹۤ࿑͢Δ wͪΐͬͱͨ͜͠ͱͰ΋ෆ҆શͳίʔυ͕ wϝϞϦͷѻ͍͕ϝϞϦ͕ w#1'ϓϩάϥϜ͸࢓ํͳ͍ʢWFSJpFS΋͋Δʣ͚ͲɺϢʔβϥϯυ΋ $ͬͯେม͡Όͳ͍ʁ

ͦ͜Ͱ3VTU

ͭͬͨ͘΋ͷ

DPOUBJOFSUSBDFST wίϯςφؔ܎ͷτϨʔεʹಛԽͨ͠πʔϧ܈Λ࡞Ζ͏ͱ͍ͯ͠Δ w൚༻తͳ΋ͷ͸͢Ͱʹ͋ΔͷͰ w3VTU MJCCQGST w$03&ͳͷͰΧʔωϧ͕ ͔ͳΓ৽͘͠ͳ͍ͱͰ͕͢ IUUQTHJUIVCDPNVE[VSBDPOUBJOFSUSBDFSTɹ

DPOTUBU wίϯςφ୯ҐͰͷ γεςϜίʔϧݺͼग़͠ͷ ౷ܭΛදࣔ͢Δ

VOTIBSFTOPPQ wVOTIBSF ͱ͍͏ɺίϯςφΛ࡞੒͢Δ্ͰॏཁͳγεςϜίʔϧ ͷݺͼग़͠ͱɺͦͷϑϥάΛτϨʔε͢Δ

DPOCJPHSBQI wίϯςφ୯ҐͰɺCMPDL*0ͷঢ়گΛՄࢹԽ͢Δɻ wάϥϑදࣔͰ͸ͬͪΌ͚͗ͨ͢ͷͰɺ΋͏গ͠ݟ΍͍͢දࣔΛࠓޙ࣮ ૷͍ͨ͠ʜ

%FNP wDPOTUBU ࠓࢥ͏ͱQFSGͰ΋Ͱ͖Δؾ΋ ҰԠύϑΥʔϚϯεʹ༏ΕΔ ͸ͣ ˞ಈը͸Ͳ͔͜ʹΞοϓ͠·͢

MJCCQGST

MJCCQGSTͱ͸ wF#1'ͷػೳΛ΋͏গ͠ΞΫηε͠΍͘͢ϥοϓͨ͠ϥΠϒϥϦͱ͠ ͯMJCCQGͱ͍͏΋ͷ͕͋Δɻ w#1'ϓϩάϥϜͷϩʔυ w#1'.BQ΍QFSGCV⒎FSͳͲσʔλͷ΍ΓऔΓͷΠϯλϑΣʔε wMJCCQG͸$ϥΠϒϥϦͳͷͰɺ3VTU͔Β࢖͍΍ͨ͘͢͠΋ͷ͕ MJCCQGSTɻ

جຊతͳ࢖͍ํ wCQGϓϩάϥϜΛॻ͘ w cargo libbpf buildͰίϯύΠϧͰ͖Δ w cargo libbpf genͰ3VTUͷTLFMΛੜ੒

NBJOͷྫ ϏϧμʔΛܦ༝ͯ͠ TLFMΛ։͘ ύϥϝʔλΛೖΕͯ TLFMΛϩʔυɺΞλον F#1'ͷΠϯλϑΣʔε͔Β σʔλΛऔಘɺදࣔ

σʔλදࣔͷྫʢQFSGCV⒎FSʣ wσʔλදࣔ༻ͷίʔϧόοΫؔ਺Λఆٛɻσʔλࣗମ͸&[u8]Ͱ ΍ͬͯ͘ΔͷͰɺQMBJODSBUFͰม׵ͷඞཁ͕͋Δɻ SFQS D ͳߏ଄ମʹ1MBJOΛ࣮૷

σʔλදࣔͷྫʢ#1'.BQʣ w#1'.BQͱ͍͏σʔλूੵମΛܦ༝ͯ͠ɺΧʔωϧͰूΊͨσʔλ ʹϢʔβϥϯυ͔ΒΞΫηεɺදࣔͰ͖Δɻ ߏ଄ମఆٛΛ$3VTUͰ߹ΘͤΔ LFZWBMVFͱ΋ʹ&[u8]ͳͷͰɺ͜͜Ͱ΋ม׵

Ϣʔβϥϯυ͔Β#1'.BQΛߋ৽ wඵຖʹΧ΢ϯλϦηοτ͢ΔΑ͏ͳϓϩάϥϜΛॻ͚Δɻ ॻ͚Δ͚ͲɺMap::update()͕LFZWBMVFͱ΋ʹ&[u8]Λཁٻ͢Δͷ Ͱɺ͜͜΋ม׵͔͠΋VOTBGF plain::as_bytes()ͰͰ͖Δ͚Ͳ

<3VTU௿ϨΠϠϝϦοτ>

θϩίετந৅Խͷڧ྽͞ w؆ܿʹએݴతʹॻ͍ͯ΋ɺεϐʔυͷ͜ͱΛؾʹ͠ͳ͍͍ͯ͘ɺͱ͍ ͏ͷ͸͍͍ମݧɻ wΤϥʔΛResult<T, E>Ͱѻ͑Δ͚ͩͰ΋ੜ࢈ੑΊͬͪΌߴ͍ w΋ͪΖΜϝϞϦ΋ʢجຊతʹ͸ʣ҆શ wίϚϯυϥΠϯπʔϧͰ͸TUSVDUPQU͕͍͍ wͱʹ͔͘TUSVDUPQU͕͍͍ʢճ໨ʣ

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ࠓޙͷ՝୊ wͱ͸͍͑VOTBGF͕ଟ͍ؾ͕͢ΔɺͳΜͱ͔ͳΒͳ͍͔ͳ w1MBJODSBUFʹཔ͍ͬͯΔͱ͜ΖΛ΋ͬͱ͏·͘Ӆ͢ͱ͍͍ͷ͔΋ wͱ͍͏͔ɺMJCCQG@ST͕&[u8]Λཁٻ͗͢͠ w''*पΓͷػೳ͸·ͩௐ΂࢝Ίͨ͹͔ΓͰɺ$ݴޠΈ͍ͨͳॻ͖ํʹ ͳͬͯ͠·͏ɻཁݚڀɻ

ͦͷଞ΍Γ͍ͨ͜ͱ wπʔϧͱͯ͠΋͏গ͠খճΓΛྑ͍ͨ͘͠ɻ wΦϓγϣϯ૿΍ͨ͠Γɺ΋ͬͱ৭ʑͳϝτϦοΫΛऔΓ͍ͨ wӳޠͱ͔ͰهࣄΛॻ͍ͨํ͕ड͚ͦ͏ɻॻ͘ɻ w͋ͱ͸ɺࣗ෼Ͱ͋·Γ࢖͑ͯͳ͍ͷͰ࢖ͬͯΈΔɻ