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「正規表現をつくる」をつくる / make "make regex"
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TSUYUSATO Kitsune
November 13, 2025
Programming
1
96
「正規表現をつくる」をつくる / make "make regex"
YAPC::Fukuoka 2025での発表『「正規表現をつくる」をつくる』のスライドです。
TSUYUSATO Kitsune
November 13, 2025
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Transcript
make "make regex" QSFTFOUFECZ@makenowjust )JSPZB'VKJOBNJ BUYAPC::Fukuoka ʮਖ਼نදݱΛͭ͘ΔʯΛ ɹͭ͘Δ
౻࿘େ (Hiroya Fujinami) ࣗݾհ w /** ࠃཱใֶݚڀॴ ͷത࢜՝ఔͷֶੜ w
ઐਖ਼نදݱɾΦʔτϚτϯཧ w ࠷ۙɺΦʔτϚτϯֶश BVUPNBUBMFBSOJOH ໊ू߹ OPNJOBMTFU ʹؔ৺͕͋Δ w 3VCZίϛολᴷᴷදతͳߩݙਖ਼نදݱͷϝϞԽʹΑΔߴԽ w 4503&4ͱ͍͏ձࣾͰόΠτΛ͍ͯ͠Δ 3BJMTͰͷ8FC։ൃ
!NBLF@OPX@KVTU !NBLFOPXKVTU
:"1$ͷࢥ͍ग़ ࣗݾհ w YAPC::Japan::Onlineʹͯ ʮ3F%P4ݕग़ͷ࠷ઌSFDIFDLͷհʯͱ͍͏ൃදΛͨ͠ w ͦͷͱ͖ɺຊདྷͳΒϐβ͕ಧͣͩͬͨ͘ͷ͕ͩ ϐβϋοτͷૹҬ֎ͱ͍͏͜ͱͰಧ͔ͳ͔ͬͨ w
͍͘͠ͷͰࣗͰϐβΛങ͖ͬͯͯ৯͍ͯͨهԱ͕͋Δ w ࠙ձͰϐβ͕ग़ͨΒ৯ਚ͍ͨ͘͠
ਖ਼نදݱɺॻ͖͍ͨͰ͔͢ʁ
ୀ۶ͳ͜ͱ1 ʹΒͤΑ͏
͕ɺ ͦͷͨΊʹਖ਼نදݱΛ ॻ͔ͳ͚Ε͍͚ͳ͍
ͦ͏ͩ ʮਖ਼نදݱΛॻ͍ͯ͘ΕΔʯ ϓϩάϥϜΛॻ͜͏
make "make regex" QSFTFOUFECZ@makenowjust )JSPZB'VKJOBNJ BUYAPC::Fukuoka ʮਖ਼نදݱΛͭ͘ΔʯΛ ɹͭ͘Δ
͋ΘΑ͘ɺ ΦʔτϚτϯཧΛ ͑Δͱ͍͍ͳ ઐͳͷͰ
৽ͨͳղܾࡦ ͷ֬ೝ ϩʔυϚοϓ τʔΫͷྲྀΕ ੜ"* --. ཧతͳํ๏ 1FSMͰ ؆୯ͳղܾࡦ 1
2 3
৽ͨͳղܾࡦ ͷ֬ೝ ϩʔυϚοϓ τʔΫͷྲྀΕ 1 3 ੜ"* --. ཧతͳํ๏
1FSMͰ ؆୯ͳղܾࡦ 2 2
৽ͨͳղܾࡦ ͷ֬ೝ ϩʔυϚοϓ τʔΫͷྲྀΕ 1 3 ੜ"* --. ཧతͳํ๏
1FSMͰ ؆୯ͳղܾࡦ 2 ځ 2
৽ͨͳղܾࡦ ͷ֬ೝ ϩʔυϚοϓ τʔΫͷྲྀΕ 1 3 ੜ"* --. ཧతͳํ๏
1FSMͰ ؆୯ͳղܾࡦ 2 ځ 2 ڀ
զʑͷٻΊΔͱ͜Ζ ʮਖ਼نදݱΛॻ͍ͯ͘ΕΔʯ ϓϩάϥϜ͕ཉ͍͠ ͷ֬ೝ
ීஈͲ͏ͬͯਖ਼نදݱΛॻ͘ʁ ͲΜͳਖ਼نදݱ͕ ཉ͍͠ͷ͔ʁ ༷ɾݴޠԽ 1 ςετέʔεΛ ߟ͑Δ 2 ࣮ࡍʹ
ਖ਼نදݱΛॻ͘ 3
ීஈͲ͏ͬͯਖ਼نදݱΛॻ͘ʁ ͲΜͳਖ਼نදݱ͕ ཉ͍͠ͷ͔ʁ ༷ɾݴޠԽ 1 ςετέʔεΛ ߟ͑Δ 2 ࣮ࡍʹ
ਖ਼نදݱΛॻ͘ 3 ͜ͷ෦Λলུ͍ͨ͠
ීஈͲ͏ͬͯਖ਼نදݱΛॻ͘ʁ ͲΜͳਖ਼نදݱ͕ ཉ͍͠ͷ͔ʁ ༷ɾݴޠԽ 1 ςετέʔεΛ ߟ͑Δ 2 ࣮ࡍʹ
ਖ਼نදݱΛॻ͘ 3 ͜ͷ෦Λলུ͍ͨ͠ ϝʔϧΞυϨεʹϚον ͢Δਖ਼نදݱ͕ཉ͍͠ "
[email protected]
" "ex@
[email protected]
"
ઃఆ զʑͷٻΊΔͱ͜Ζ ʮਖ਼نදݱΛॻ͍ͯ͘ΕΔʯ ϓϩάϥϜ͕ཉ͍͠ ͦͷͨΊʹ͍࣋ͬͯΔͷ ͑Δͷ ཁٻ ࡶͳ༷ 1
ςετέʔε 2 ϝʔϧΞυϨεʹϚον ͢Δਖ਼نදݱ͕ཉ͍͠ "
[email protected]
" "ex@
[email protected]
"
৽ͨͳղܾࡦ ͷ֬ೝ ϩʔυϚοϓ τʔΫͷྲྀΕ 1 3 ੜ"* --. ཧతͳํ๏
1FSMͰ ؆୯ͳղܾࡦ 2 ʮਖ਼نදݱΛॻ͘ʯ ϓϩάϥϜ͕ ཉ͍͠ ࡶͳ ༷ ςετ έʔε ځ 2 ڀ
Regexp::Assemble 1FSMͰ w Regexp::Assembleͱ͍͏Ϟδϡʔϧ͕͋Δ w ෳͷจࣈྻਖ਼نදݱΛ·ͱΊͯͭͷਖ਼نදݱʹͰ͖Δ use Regexp::Assemble; my
$r = Regexp::Assemble->new; $r->add('
[email protected]
'); $r->add('
[email protected]
'); $r->add('
[email protected]
'); print $r->re; (?:aaa|bbb|ccc)@example.com
Regexp::Assembleͷ w ϧʔϓ +* ΛࣗಈͰ࡞ͬͯ͘Εͳ͍ w ʮϚονͯ͠΄͘͠ͳ͍ςετέʔεʯʹରԠ͍ͯ͠ͳ͍ use Regexp::Assemble;
my $r = Regexp::Assemble->new; $r->add('
[email protected]
'); $r->add('
[email protected]
'); $r->add('
[email protected]
'); print $r->re; [a-c]
[email protected]
ຊ͜͏ͳͬͯ΄͍͠
[email protected]
͜ΕΓ͗ͩ͢ͱ͍͑ͨ
৽ͨͳղܾࡦ ͷ֬ೝ ϩʔυϚοϓ τʔΫͷྲྀΕ 1 3 ੜ"* --. ཧతͳํ๏
1FSMͰ ؆୯ͳղܾࡦ Regexp::Assemble 2 ʮਖ਼نදݱΛॻ͘ʯ ϓϩάϥϜ͕ ཉ͍͠ ࡶͳ ༷ ςετ έʔε ځ 2 ڀ
ೳಈతΦʔτϚτϯֶश ཧతͳํ๏ w ςετέʔε͔Β༗ݶঢ়ଶΦʔτϚτϯΛߏங͢ΔΛ ʮೳಈతΦʔτϚτϯֶश QBTTJWFBVUPNBUBMFBSOJOH ʯͱݺͿ w දతͳΞϧΰϦζϜ31/* 3FHVMBS1PTJUJWFBOE/FHBUJWF*OGFSFODF
0ODJB(BSDÍB *OGFSSJOHSFHVMBSMBOHVBHFTJOQPMZOPNJOBMVQEBUFUJNF 111, 000, 11101, 01 0, 1, 00, 01 Ϛονͯ͠΄͍͠จࣈྻ Ϛονͯ͠΄͘͠ͳ͍จࣈྻ 0 0 0 1 1 1 (1ͷݸ-0ͷݸ)%3=0
31/*ͷΞΠσΟΞ (1/4) ཧతͳํ๏ w ʮϚονͯ͠΄͍͠จࣈྻʯ͔ΒQSF fi YUSFFͷΦʔτϚτϯΛ࡞Δ 111, 000,
11101, 01 ε 1 1 11 111 0 01 00 000 1110 11101 1 1 0 1 0 0 1 0
31/*ͷΞΠσΟΞ (2/4) ཧతͳํ๏ w ͭͷঢ়ଶΛϚʔδͯ͠Έͯɺ݁ՌͷΦʔτϚτϯ͕ ʮϚονͯ͠΄͘͠ͳ͍จࣈྻʯΛຬ͔ͨ͢ςετ ε 1 1
11 111 0 01 00 000 1110 11101 1 1 0 1 0 0 1 0 0, 1, 00, 01
31/*ͷΞΠσΟΞ (2/4) ཧతͳํ๏ w ͭͷঢ়ଶΛϚʔδͯ͠Έͯɺ݁ՌͷΦʔτϚτϯ͕ ʮϚονͯ͠΄͘͠ͳ͍จࣈྻʯΛຬ͔ͨ͢ςετ ε 1 1
11 111 0 01 00 000 1110 11101 1 1 0 1 0 0 1 0 0, 1, 00, 01
31/*ͷΞΠσΟΞ (2/4) ཧతͳํ๏ w ͭͷঢ়ଶΛϚʔδͯ͠Έͯɺ݁ՌͷΦʔτϚτϯ͕ ʮϚονͯ͠΄͘͠ͳ͍จࣈྻʯΛຬ͔ͨ͢ςετ ε 1 1
11 111 0 01 00 000 1110 11101 1 1 0 1 0 0 1 0 0, 1, 00, 01 Ϛονͯ͠΄͘͠ͳ͍ͷʹ Ϛονͯ͠͠·͏
31/*ͷΞΠσΟΞ (3/4) ཧతͳํ๏ w ʮϚονͯ͠΄͘͠ͳ͍จࣈྻʯΛຬͨ͢ʮ্ख͍ϚʔδʯΛ୳͢ ε 1 1 11
111 0 01 00 000 1110 11101 1 1 0 1 0 0 1 0 0, 1, 00, 01
31/*ͷΞΠσΟΞ (3/4) ཧతͳํ๏ w ʮϚονͯ͠΄͘͠ͳ͍จࣈྻʯΛຬͨ͢ʮ্ख͍ϚʔδʯΛ୳͢ ε 1 1 11
111 0 01 00 000 1110 11101 1 1 0 1 0 0 1 0 0, 1, 00, 01
31/*ͷΞΠσΟΞ (4/4) ཧతͳํ๏ w ʮ্ख͍ϚʔδʯΛ܁Γฦ͍ͯ͘͠ͱɺతͷΦʔτϚτϯ͕ಘΒΕΔ 0, 1, 00, 01
111, 000, 11101, 01 Ϛονͯ͠΄͍͠จࣈྻ Ϛονͯ͠΄͘͠ͳ͍จࣈྻ 0 0 0 1 1 1 (1ͷݸ-0ͷݸ)%3=0
31/*ͷ w ʮΦʔτϚτϯཧ͍͢͝ʂʯͱࢥ͑Δ͕ʜʜ
31/*ͷ w ʮΦʔτϚτϯཧ͍͢͝ʂʯͱࢥ͑Δ͕ʜʜ ΦʔτϚτϯ ਖ਼نදݱͰͳ͍
ΦʔτϚτϯͱਖ਼نදݱͷؔ େֶͷߨٛͷ෮श w ʮΦʔτϚτϯͱਖ਼نදݱ૬ޓʹมՄೳʯ ,MFFOFʹΑΔ w ͨͩ͠ɺΦʔτϚτϯΛ ਓ͕ؒಡΈ͍͢ਖ਼نදݱʹม͢Δ͜ͱ͍͠
0 0 0 1 1 1 /\A(?:01|(?:1|00)(?:10)*(?:0|11)| (?:(?:01|(?:1|00)(?:10)*(?:0|11))?) (?:(?:(?:01|(?:1|00)(?:10)*(?:0| 11))?)*)(?:(?:01|(?:1|00) (?:10)*(?:0|11))?))?\z/ (1ͷݸ-0ͷݸ)%3=0 ಡΊͳ͍ɾϝϯςͰ͖Μ
1FSMͷ࣮ ཧతͳՌແྗͳͷ͔ʜʜ
ʻݺΜͩʁ
͍ͬͦ"*ʹཔͬͯΈΔ ੜ"* --. w ʮϓϩάϥϜΛॻ͘ϓϩάϥϜʯͱݴ͑ੜ"* w ࣗવݴޠ͔ΒͦΕͬΆ͍ਖ਼نදݱΛ࡞ͬͯ͘Ε͍ͯ͢͝ ϝʔϧΞυϨεʹϚον ͢Δਖ਼نදݱ͕ཉ͍͠
/^\S+@\S+\.\S+$/
"*ʹཔͬͨͱ͖ͷ (1/2) ੜ"* --. w ςετέʔεΛຬ͍ͨͯ͠Δ͔ͷνΣοΫ ࣗͰ͢Δඞཁ͕͋Δ /^\S+@\S+\.\S+$/ "ex@
[email protected]
"
ʹϚονͯ͠͠·͏ʂ
"*ʹཔͬͨͱ͖ͷ (2/2) ੜ"* --. w 3F%P4 ਖ਼نදݱͷ੬ऑੑ ͷՄೳੑ͕͋Δ w ؔ࿈ݚڀ4JEEJRFUBM
6OEFSTUBOEJOH3FHVMBS&YQSFTTJPO%FOJBMPG4FSWJDF 3F%P4 *OTJHIUTGSPN--.(FOFSBUFE3FHFYFTBOE%FWFMPQFS'PSVNT *$1$ /^\S+@\S+\.\S+$/ "@." x 2048 . "\n" ͷϚονʹඵ͔͔Δ ⽘͘Β͍͕੬ऑ
3F%P4ͱ 3FHVMBS&YQSFTTJPO%FOJBMPG4FSWJDF w ਖ਼نදݱͱಛఆͷจࣈྻͷϚονΛ͢Δͱ͖ʹ ҟৗͳ͕͔͔࣌ؒͬͯ͠·͍ɺαʔϏεͷఏڙʹӨڹ͕ग़Δ੬ऑੑ $ time node -e
'/^(a|a)*$/.exec("a".repeat(29) + "b")' 34.65s user 0.26s system 99% cpu 35.249 total
3F%P4ͱ 3FHVMBS&YQSFTTJPO%FOJBMPG4FSWJDF w ਖ਼نදݱͱಛఆͷจࣈྻͷϚονΛ͢Δͱ͖ʹ ҟৗͳ͕͔͔࣌ؒͬͯ͠·͍ɺαʔϏεͷఏڙʹӨڹ͕ग़Δ੬ऑੑ w ৄ͘͠YAPC::Japan::OnlineͷࣗͷൃදΛ IUUQTTQFBLFSEFDLDPNNBLFOPXKVTUTUBUFPGUIFBSUPG SFEPTEFUFDUJPOFEBEFDDFCBBE
SFEPTSFDIFDL ࠓ͙͢ݕࡧʂ
1FSMͷ࣮μ ϝɺཧμ ϝɺ ੜ"*μ ϝ ͳΒɺͲ͏͢Ε͍͍Μͩ
࣮ཧͦΜͳʹγϣϘ͘ͳ͍ w ਖ਼نදݱͷ߹ TZOUIFTJ[F ɾम෮ SFQBJS ͱ͍͏͕ ͱͯ׆ൃʹݚڀ͞Ε͍ͯΔ w ਖ਼نදݱͷ߹ɾम෮ςετέʔεΛຬͨ͢ਖ਼نදݱΛͭ͘Δ
w ؔ࿈ݚڀ<1BOFUBM 0014-"> <-JFUBM "4&> <-JFUBM 64&/*9> <$IJEB5FSBVDIJ 41> <$IJEB5FSBVDIJ 1-%*> <4VOHFUBM > ʜʜ
࣮ཧͦΜͳʹγϣϘ͘ͳ͍ w ਖ਼نදݱͷ߹ TZOUIFTJ[F ɾम෮ SFQBJS ͱ͍͏͕ ͱͯ׆ൃʹݚڀ͞Ε͍ͯΔ w ਖ਼نදݱͷ߹ɾम෮ςετέʔεΛຬͨ͢ਖ਼نදݱΛͭ͘Δ
w ؔ࿈ݚڀ<1BOFUBM 0014-"> <-JFUBM "4&> <-JFUBM 64&/*9> <$IJEB5FSBVDIJ 41> <$IJEB5FSBVDIJ 1-%*> <4VOHFUBM > ʜʜ
ਖ਼نදݱͷ߹ɾम෮ͷΞΠσΟΞ w ਖ਼نදݱͷςϯϓϨʔτΛ୳ࡧͰվྑ͍ͯ͘͠ w ਖ਼نදݱͷςϯϓϨʔτϋί˘ΛؚΉ ϋί˘ͲΜͳਖ਼نදݱͰೖΕΔ͜ͱ͕Ͱ͖Δ݀ ϓϨʔεϗϧμʔ w ϋί˘ʹจࣈΫϥεΛೖΕͯ
ςετέʔεΛຬ͔ͨ͢Ͳ͏͔ΛνΣοΫ͢Δ w μϝͳ߹ɺϋί˘Λ͞Βʹ۩ମతͳਖ਼نදݱͰஔ͖͑ͯ୳ࡧ <$IJEB5FSBVDIJ 41> <$IJEB5FSBVDIJ 1-%*>
ਖ਼نදݱͷ߹ɾम෮ͷྫ (1/7) ab, cd, abab, ccdd ac, bc, ad,
bd Ϛονͯ͠΄͍͠จࣈྻ Ϛονͯ͠΄͘͠ͳ͍จࣈྻ ୳ࡧΩϡʔ •/□/ ॳظঢ়ଶ
ਖ਼نදݱͷ߹ɾम෮ͷྫ (2/7) ab, cd, abab, ccdd ac, bc, ad,
bd Ϛονͯ͠΄͍͠จࣈྻ Ϛονͯ͠΄͘͠ͳ͍จࣈྻ ୳ࡧΩϡʔ •/□/ ϋί˘ͭʹ จࣈΫϥεΛೖΕΔ͚ͩͰ ςετέʔεΛຬͨ͢ͷ ϜϦ
ਖ਼نදݱͷ߹ɾम෮ͷྫ (3/7) ab, cd, abab, ccdd ac, bc, ad,
bd Ϛονͯ͠΄͍͠จࣈྻ Ϛονͯ͠΄͘͠ͳ͍จࣈྻ ୳ࡧΩϡʔ •/□|□/ •/□□/ •/□*/ ϋί˘ΛΑΓ۩ମతͳ ਖ਼نදݱʹஔ͖͑ͯ ୳ࡧΩϡʔʹՃ
ਖ਼نදݱͷ߹ɾम෮ͷྫ (4/7) ab, cd, abab, ccdd ac, bc, ad,
bd Ϛονͯ͠΄͍͠จࣈྻ Ϛονͯ͠΄͘͠ͳ͍จࣈྻ ୳ࡧΩϡʔ •/□|□/ •/□□/ •/□*/ /□|□//□□/ จࣈΫϥεΛೖΕͯ ςετέʔεΛຬͨ͢ͷ ϜϦ
ਖ਼نදݱͷ߹ɾम෮ͷྫ (5/7) ab, cd, abab, ccdd ac, bc, ad,
bd Ϛονͯ͠΄͍͠จࣈྻ Ϛονͯ͠΄͘͠ͳ͍จࣈྻ ୳ࡧΩϡʔ •/□|□/ •/□□/ •/□*/ /[a-d]*/ͱ͢Δͱ Ұݟ͍͚ͦ͏͕ͩ Ϛονͯ͠΄͘͠ͳ͍ จࣈྻʹϚονͯ͠͠·͏
ਖ਼نදݱͷ߹ɾम෮ͷྫ (6/7) ab, cd, abab, ccdd ac, bc, ad,
bd Ϛονͯ͠΄͍͠จࣈྻ Ϛονͯ͠΄͘͠ͳ͍จࣈྻ ୳ࡧΩϡʔ •/□*|□*/ •/□*□*/ •… ࠶ɺϋί˘Λ ۩ମతͳਖ਼نදݱʹ ஔ͖͑ͯ୳ࡧ
ਖ਼نදݱͷ߹ɾम෮ͷྫ (7/7) ab, cd, abab, ccdd ac, bc, ad,
bd Ϛονͯ͠΄͍͠จࣈྻ Ϛονͯ͠΄͘͠ͳ͍จࣈྻ ୳ࡧΩϡʔ •/□*|□*/ •/□*□*/ •… /[ab]*|[cd]*/ͱ͢Δ ͜ͱͰతͷਖ਼نදݱʹʂ
ϋί˘ͷຒΊํ w ϋί˘ΛຒΊΔจࣈΫϥε4"5ιϧόΛܾͬͯఆ͢Δ w ςετέʔεͰਖ਼نදݱϚονΛͯ͠ɺ ˘ʹͨͬͨΒཧࣜΛՃ͢ΔΠϝʔδ <$IJEB5FSBVDIJ 41> <$IJEB5FSBVDIJ
1-%*> ˘ c˘ Ϛονͯ͠΄͍͠ ab (□1 = a ∧ □1 = b) ∨ (□2 = a ∧ □2 = b) Ϛονͯ͠΄͘͠ͳ͍ bc ¬(□1 = b ∧ □1 = c) ∧ ¬(□2 = b ∧ □2 = c)
4"5ιϧόΛ͏ͱ͍͍͜ͱ w ୯ʹϋί˘ʹจࣈΫϥεΛຒΊΔ͚ͩͰͳ͘ɺ Ճͷ੍ΛೖΕΔ͜ͱͰ༷ʑͳʹରԠͰ͖Δ w ྫ͑ɺذ|܁Γฦ͠*͕ᐆດʹͳΒͳ͍ a|aͷΑ͏ͳɺࠨӈͲͪΒͰBͰϚονͯ͠͠·͏͜ͱ͕ͳ͍ ͱ͍͏੍ΛೖΕΔ͜ͱͰɺ3F%P4͕ى͜Βͳ͍͜ͱ͕อূͰ͖Δ
<$IJEB5FSBVDIJ 41> <$IJEB5FSBVDIJ 1-%*> ˘c<BC> 3F%P4ରࡦ੍ □1 ≠ a ∧ □1 ≠ b ˘c˘ □1 ≠ □2
ϋί˘Λͬͨํ๏ͷ w ϋί˘͔ͭΒ࢝ΊΔͱɺతͷਖ਼نදݱʹḷΓண͘·Ͱʹ ͱ͕͔͔ͯ࣌ؒΔ w ςετέʔεΛຬͨ͢࠷খͷਖ਼نදݱΛ୳͢ /1IBSEͰ͋Δ͜ͱ͕ΒΕ͍ͯΔ ˘ ˘
˘c˘ ˘˘ ˘c˘ ˘˘ ˘˘˘ ˘c˘ ˘ ˘ ˘c˘ ˘ ˘ ʜʜ
࿕ใ࣮ϋί˘͔ͭΒ ࢝Ίͳͯ͘ྑ͍ ਖ਼نදݱͷम෮ SFQBJS ΞϧΰϦζϜͰ͋ΔͷͰ
ʮ࠷ॳͷਖ਼نදݱʯ͕͋Ε͍͍ ਖ਼نදݱͷम෮ SFQBJS w ϋί͔ͭΒ࢝ΊΔΘΓʹʮ࠷ॳͷਖ਼نදݱʯΛ༩͑Δ͜ͱ͕Ͱ͖Δ w ʮ࠷ॳͷਖ਼نදݱʯͷจࣈɾจࣈΫϥεͷ෦Λ ϋί˘Ͱஔ͖͍͑ͯ͘͜ͱͰɺతͷਖ਼نදݱʹ͍͍ۙͯ͘ /^\S+@\S+\.\S+$/
/^□+@□+\.□+$/ /^[^@]+@[^.@]+\.[^@]+$/
ʮ࠷ॳͷਖ਼نදݱʯΛ "*ʹॻ͔ͤΕ͍͍ͷͰʁ
৽ͨͳղܾࡦ ͷ֬ೝ ϩʔυϚοϓ τʔΫͷྲྀΕ 1 3 ੜ"* --. ཧతͳํ๏
1FSMͰ ؆୯ͳղܾࡦ Regexp::Assemble RPNI ReDoSͳͲͷ 2 ʮਖ਼نදݱΛॻ͘ʯ ϓϩάϥϜ͕ ཉ͍͠ ࡶͳ ༷ ςετ έʔε ੜAI (LLM) Ͱ ʮ࠷ॳͷਖ਼نදݱʯ Λੜ ਖ਼نදݱͷम෮ ΞϧΰϦζϜ ځ 2 ڀ
ϘΫ͕ߟ͑ͨ࠷ڧͷʮਖ਼نදݱΛॻ͍ͯ͘ΕΔʯ γεςϜͷΠϝʔδਤ ͜͏͍͏ ਖ਼نදݱ͕ ཉ͍͠ ͜͏͍͏จࣈྻʹ Ϛονͯ͠ ΄͍͠ɾ΄͘͠ͳ͍ ਖ਼نදݱम෮
ΞϧΰϦζϜ ੜ"* ࠷ॳͷਖ਼نදݱ తͷਖ਼نදݱ ࣗવݴޠʹΑΔ༷ ςετέʔε
Ͱɺ࣮ʁ
Ӷҙɺ࡞த ؒʹ߹͍·ͤΜͰͨ͠ʜʜ
࣮͕ؒʹ߹Θͳ͔ͬͨཧ༝ ݴ͍༁ w ਖ਼نදݱͷम෮ͷݚڀ <$IJEB5FSBVDIJ 41> <$IJEB5FSBVDIJ 1-%*> ͷ࣮ͷιʔείʔυ͕ެ։͞Ε͍ͯͳ͍ ࣮ݧΛ࠶ݱ͢ΔͨΊͷԾڥͷΠϝʔδ͚ͩ͋Δ
w ݱ࣮ੈքͷਖ਼نදݱʹ͑ΔͨΊͷύʔαจࣈΫϥεͷ࣮͕େม w ࠷͔ۙͬͨ͠ υΠπʹߦͬͨΓΠϯυʹߦͬͨΓ͍ͯͨ͠ IUUQTHJUIVCDPNTQPOTPSTNBLFOPXKVTU (JU)VCεϙϯαʔืूத
͔͑ͨͬͨ͜ͱ ·ͱΊ w ੜ"*ʹਖ਼نදݱΛॻ͔ͤΔͷ͍͍͚Ͳɺ3F%P4͕ى͜Βͳ͍͔ɺ ຊʹతͷจࣈྻʹϚον͢Δɾ͠ͳ͍͔νΣοΫ͠Α͏ʂ
͔͑ͨͬͨ͜ͱ ·ͱΊ w ੜ"*ʹਖ਼نදݱΛॻ͔ͤΔͷ͍͍͚Ͳɺ3F%P4͕ى͜Βͳ͍͔ɺ ຊʹతͷจࣈྻʹϚον͢Δɾ͠ͳ͍͔νΣοΫ͠Α͏ʂ w ҰൠͷϓϩάϥϜͩͱˢͷ͜ͱಓʹΔ͔͠ͳ͍ ͚ΕͲɺਖ਼نදݱͳΒ৭ʑͱݚڀ͕͞Ε͍ͯΔͷͰɺ ཧతʹղܾͰ͖Δ͜ͱ͋Δ
͔͑ͨͬͨ͜ͱ ·ͱΊ w ੜ"*ʹਖ਼نදݱΛॻ͔ͤΔͷ͍͍͚Ͳɺ3F%P4͕ى͜Βͳ͍͔ɺ ຊʹతͷจࣈྻʹϚον͢Δɾ͠ͳ͍͔νΣοΫ͠Α͏ʂ w ҰൠͷϓϩάϥϜͩͱˢͷ͜ͱಓʹΔ͔͠ͳ͍ ͚ΕͲɺਖ਼نදݱͳΒ৭ʑͱݚڀ͕͞Ε͍ͯΔͷͰɺ ཧతʹղܾͰ͖Δ͜ͱ͋Δ w
ָ͍͠ਖ਼نදݱϥΠϑΛʂ
͔͜͜Β࣭ٙԠ༻
31/*ͷྫͰग़͖ͯͨਖ਼نදݱ w ࣮ࡍʹͬͱ͍ͷʹͰ͖Δ w ͕ɺͦΕʹৄࡉͳΦʔτϚτϯͷߏͷੳ͕ඞཁͰɺ ػցతʹΔͷ؆୯Ͱͳ͍ ͱࢥ͏ 0 0
0 1 1 1 /\A(0(01)*(1|00)|1(10)*(0|11))*\z/ (1ͷݸ-0ͷݸ)%3=0
ݱ࣮ͷਖ਼نදݱʹͲͷఔରԠͰ͖Δʁ w ઌߦݚڀ<$IJEB5FSBVDIJ 41> <$IJEB5FSBVDIJ 1-%*> ࣮ੈքͷਖ਼نදݱΛରʹ͍ͯ͠Δ w ͭ·ΓઌಡΈɾޙಡΈޙํࢀরΛؚΉਖ਼نදݱʹରͯ͠ ͪΌΜͱಈ࡞͢ΔΑ͏ʹͳ͍ͬͯΔ
w ͞ΒʹɺςετέʔεʹΩϟϓνϟͷใ·ͰೖΕΔͱɺ ͦ͜·Ͱߟྀͨ͠ਖ਼نදݱΛ࡞Δ͜ͱ͕Ͱ͖Δ
"*ʹΑΔʮ࠷ॳͷਖ਼نදݱʯͱम෮ͷίετ w ʮ࠷ॳͷਖ਼نදݱʯΛ༩͑ͨ߹Ͱɺ ͱͯ͠/1IBSEͰ͋Δ͜ͱมΘΒͳ͍ w తͷਖ਼نදݱʹ͚ۙΕ͍ۙ΄Ͳ୳ࡧૣ͘ऴΘΔͷͰɺ "*ͰͳΔ͘తͷͷʹ͍ۙʮ࠷ॳͷਖ਼نදݱʯ͕ಘΒΕΕɺ म෮ΞϧΰϦζϜૣ͍ஈ֊ͰऴΘΔͣɺͱ͍͏ظ͕͋Δ
ݱࡏͷਐḿঢ়گ w ༷ʑͳਖ਼نදݱ࣮ +BWB4DSJQU 1FSM 3VCZ 1ZUIPO /&5 ʹରԠͰ͖Δ ਖ਼نදݱͷύʔαͰ͖͍ͯΔ
w จࣈΫϥεͳͲͷࡉ͔ͳڍಈ͕·࣮ͩͰ͖͓ͯΒͣɺ म෮ΞϧΰϦζϜͷ࣮͕࢝ΊΒΕ͍ͯͳ͍ w म෮ΞϧΰϦζϜࣗମͦ͜·Ͱେม͡Όͳͦ͞͏