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Elasticsearch 勉強会 1/2

Elasticsearch 勉強会 1/2

Kunihiko Kido

June 26, 2017
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  1. &MBTUJDTFBSDIษڧձ

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  2. ࣗݾ঺հ
    w ໦ށࠃ඙ʢ,VOJIJLP,JEPʣ
    w ϕϧτϥגࣜձࣾʢ7&-53"$PSQPSBUJPOʣ
    w $4޲͚ιϦϡʔγϣϯاըɾ։ൃ
    w ࣗવݴޠॲཧશจݕࡧΤϯδϯˍػցֶश

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  3. "CPVU7&-53"
    :PVSTUPSZCFHJOTIFSF
    ISWFMUSBDPN

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  4. શจݕࡧΤϯδϯͱ͸

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  5. "HHSFHBUJPOGBTFU
    'VMMUFTUTFBSDI
    4PSU
    4FBSDI3FTVMU
    1BHJOH
    ݕࡧΤϯδϯͱ͸
    େྔͷαΠτ಺ඇఆܕจॻΛߴ଎ʹݕࡧ͢ΔͨΊͷ΋ͷ

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  6. શจݕࡧΤϯδϯͷ࢓૊Έ

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  7. సஔΠϯσοΫε
    จॻ
    ݱ஍ΦϓγϣφϧπΞʔ༧໿
    ؍ޫཱྀߦ
    ମݧஊ͔Βબ΂Δݱ஍πΞʔ༧໿
    ݶఆΩϟϯϖʔϯ༧໿
    ୯ޠ จॻ൪߸
    πΞʔ
    Φϓγϣφϧ
    ʜ ʜ
    ༧໿
    సஔΠϯσοΫε
    ݩͷจॻ
    ୯ޠ͕Ͳͷจॻʹग़ݱ͢Δͷ͔Λ֨ೲͨ͠ࡧҾߏ଄ʹసஔΠϯσοΫε

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  8. શจݕࡧ
    จॻ
    ݱ஍ΦϓγϣφϧπΞʔ༧໿
    ମݧஊ͔Βબ΂Δݱ஍πΞʔ༧໿
    ୯ޠ จॻ൪߸
    πΞʔ
    Φϓγϣφϧ
    ʜ ʜ
    ༧໿
    సஔΠϯσοΫε
    ݕࡧ݁Ռ
    ݕࡧΩʔϫʔυ
    ʮπΞʔ"/%༧໿ʯ
    \ ^㱯\ ^\ ^

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  9. Θ͔ͪॻ͖
    w 8JLJQFEJBΘ͔ͪॻ͖ʢΘ͔͕͖ͪʣͱ͸ɺจষʹ͓͍ͯޠͷ۠੾Γʹ
    ۭനΛڬΜͰهड़͢Δ͜ͱͰ͋Δɻ
    w ӳޠɺϑϥϯεޠɺυΠπޠɺFUDˠޠͱޠΛεϖʔεͰ۠੾Δ
    w தࠃޠɺ೔ຊޠɺؖࠃޠʢ$+,ʣɺλΠޠˠޠͱޠΛ۠੾Βͳ͍
    w ˞ؖࠃޠ͸׽ࣈ͕ഇࢭ͞Ε͔ͯΒ͸จઅ୯ҐͰΘ͔ͪॻ͖͢Δ
    w ˞೔ຊޠ΋ͻΒ͕ͳ͚ͩͷ࣌͸จઅ୯ҐͰ෼͔ͪॻ͖͢Δ͜ͱ΋͋Δ

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  10. ೔ຊޠͷΘ͔ͪॻ͖
    w సஔΠϯσοΫεΛ࡞Δʹ͸ɺΘ͔ͪॻ͖͕ඞཁɻ೔ຊޠΛ୯ޠͰݕࡧͰ
    ͖ΔΑ͏ʹ͢ΔͨΊʹ͸ԿΒ͔ͷํ๏ͰΘ͔ͪॻ͖͢Δඞཁ͕͋Δɻ
    w ೔ຊޠܗଶૉղੳ
    w /(SBNํࣜ

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  11. ೔ຊޠܗଶૉղੳ
    w ೔ຊޠΛҙຯͷ͋Δ୯ޠ୯ҐͰݕࡧ͢Δ৔߹͸೔ຊޠܗଶૉղੳ
    w ʮମݧஊ͔Βબ΂Δݱ஍πΞʔ༧໿ʯ
    w 044$IB4FOɺ+6."/ɺ.F$BCɺ,VSPNPKJ
    w ঎༻3PTFUUFšجຊݴޠղੳϞδϡʔϧʢ#BTJT5FDIOPMPHZʣ

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  12. ݕࡧʹ͓͚Δܗଶૉղੳ
    w ਫ਼౓ͷ޲্
    w ʮΧϨʔʯͰݕࡧͯ͠΋ʮΤεΧϨʔλʔʯ͕Ͱͳ͘ͳΔ
    w ࠶ݱ཰ͷ௿Լ
    w ʮ౦ژ౎ʯͰΠϯσοΫεΛ࡞Δͱʮ౦ژʯ͕ݟ͔ͭΒͳ͍ɻ͜ͷྫ͕
    ݕࡧʹͱͬͯ͸ਂࠁͳͨΊ୹͍୯Ґ͕޷·ΕΔɻʮ౦ژʯʮ౎ʯ

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  13. /(SBNํࣜ
    w จࣈྻͷฒͼΛݟग़͠ޠͱͯ͠Θ͔ͪॻ͖͢Δํࣜɻݴޠʹґଘ͠ͳ͍ɻ
    ̍จࣈ୯ҐͷΘ͔ͪॻ͖ΛϢχάϥϜɺ̎จࣈ୯ҐΛόΠάϥϜɺ̏จࣈ
    ୯ҐΛτϦάϥϜํࣜͱݺͿɻ
    w ʮମݧݧஊஊ͔͔ΒΒબબ΂΂ΔΔݱݱ஍஍π
    πΞΞʔʔ༧༧໿ʯ
    w ೔ຊޠʙάϥϜ
    w ܗଶૉղੳͱൺ΂ਫ਼౓͕௿Լ͢Δ͕ɺ࠶ݱ཰͕޲্͢Δɻ

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  14. σΟεΫ࢖༻ྔͷҧ͍
    w ܗଶૉղੳͱ/άϥϜํࣜʹ͸ɺݕࡧͷಛ௃Ҏ֎ʹσΟεΫ࢖༻ྔ͕େ͖
    ͘ҟͳΔɻܗଶૉղੳ/(SBNํࣜ
    w ܗଶૉղੳʮମݧஊ͔Βબ΂Δݱ஍πΞʔ༧໿ʯ
    w /(SBNํࣜʮମݧݧஊஊ͔͔ΒΒબબ΂΂ΔΔݱ
    ݱ஍஍ππΞΞʔʔ༧༧໿ʯ

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  15. ࣙॻͷద༻
    w ܗଶૉղੳɿҙຯͷ͋Δ୯ޠ͕ΠϯσοΫε͞ΕΔͨΊࣙॻͷద༻͸༰қ
    w /(SBNํࣜɿҙຯΛ࣋ͨͳ͍࿈ଓͨ͠จࣈྻͷͨΊࣙॻͷద༻͸೉͍͠
    ʢ࢓૊Έతʹ͸Մೳ͕ͩӡ༻͕೉͘͠ͳΔʣ

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  16. ιʔτͱूܭ
    w จࣈྻΛ࢖༻ͨ͠ιʔτ΍ूܭ΋ΠϯσοΫε͕࢖༻͞ΕΔͨΊɺઃܭʹ
    ͸ߟྀ͕ඞཁɻ

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  17. ݴޠॲཧύλʔϯ

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  18. ݴޠॲཧύλʔϯ
    w ݴޠॲཧ͠ͳ͍
    w ύλʔϯநग़
    w Ϛοϐϯά
    w 8IJUFTQBDF
    w ܗଶૉղੳ
    w /(SBN
    w &EHF/(SBN
    w 5PLFO/(SBN
    w 5PLFO&EHF/(SBN
    w ύλʔϯநग़ˍϚοϐϯά
    w ೔ຊޠݻ༗

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  19. ݴޠॲཧ͠ͳ͍
    จॻ
    ݱ஍ΦϓγϣφϧπΞʔ༧໿
    ؍ޫཱྀߦ
    ମݧஊ͔Βબ΂Δݱ஍πΞʔ༧໿
    ݶఆΩϟϯϖʔϯ༧໿
    ୯ޠ จॻ൪߸
    ݱ஍ΦϓγϣφϧπΞʔ༧໿
    ؍ޫཱྀߦ
    ମݧஊ͔Βબ΂Δݱ஍πΞʔ༧໿
    ݶఆΩϟϯϖʔϯ༧໿
    సஔΠϯσοΫε
    ݩͷจॻ

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  20. ύλʔϯநग़
    จॻ
    IUUQTXXXWFMUSBDPNKQBTJB
    UIBJMBOEFEJUPST@QJDLT
    IUUQTXXXWFMUSBDPNFOFVSPQF
    GSBODF
    IUUQTXXXIBXBJJBDUJWJUJFTDPNFO
    IBXBJJPBIVDUH
    IUUQTISWFMUSBDPN
    ୯ޠ จॻ൪߸
    XXXWFMUSBDPN
    XXXIBXBJJBDUJWJUJFTDPN
    ISWFMUSBDPN
    సஔΠϯσοΫε
    ݩͷจॻ

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  21. Ϛοϐϯά
    จॻ
    ಢ໦ݝ
    ܈അݝ
    ౦ژ౎
    ਆಸ઒ݝ
    ୯ޠ จॻ൪߸
    ؔ౦஍ํ
    ट౎ݍ
    ๺ؔ౦
    ೆؔ౦
    సஔΠϯσοΫε
    ݩͷจॻ

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  22. 8IJUFTQBDF
    จॻ
    *IBWFBQFO*IBWFBOBQQMF
    BIBQQMFQFO
    *IBWFBQFO*IBWFBQJOFBQQMF
    BIQJOFBQQMFQFO
    ୯ޠ จॻ൪߸
    B
    BO
    BQQMF
    IBWF
    *
    QFO
    QJOFBQQMF
    సஔΠϯσοΫε
    ݩͷจॻ

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  23. ܗଶૉղੳ
    จॻ
    ݱ஍ΦϓγϣφϧπΞʔ༧໿
    ؍ޫཱྀߦ
    ମݧஊ͔Βબ΂Δݱ஍πΞʔ༧໿
    ݶఆΩϟϯϖʔϯ༧໿
    ୯ޠ จॻ൪߸
    πΞʔ
    Φϓγϣφϧ
    ʜ ʜ
    ༧໿
    సஔΠϯσοΫε
    ݩͷจॻ

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  24. /(SBN
    จॻ
    ݱ஍ΦϓγϣφϧπΞʔ༧໿
    ؍ޫཱྀߦ
    ମݧஊ͔Βબ΂Δݱ஍πΞʔ༧໿
    ݶఆΩϟϯϖʔϯ༧໿
    ୯ޠ จॻ൪߸
    ମݧஊ
    ݧஊ͔
    ஊ͔Β
    ͔Βબ
    Βબ΂
    બ΂Δ
    ΂Δݱ
    Δݱ஍
    ݱ஍π
    ஍πΞ
    πΞʔ
    Ξʔ༧
    ʔ༧໿
    సஔΠϯσοΫε
    ݩͷจॻ

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  25. &EHF/(SBN
    จॻ
    ݱ஍ΦϓγϣφϧπΞʔ༧໿
    ؍ޫཱྀߦ
    ମݧஊ͔Βબ΂Δݱ஍πΞʔ༧໿
    ݶఆΩϟϯϖʔϯ༧໿
    ୯ޠ จॻ൪߸

    ମݧ
    ମݧஊ
    ମݧஊ͔
    ମݧஊ͔Β
    ମݧஊ͔Βબ
    ମݧஊ͔Βબ΂
    ମݧஊ͔Βબ΂Δ
    ମݧஊ͔Βબ΂Δݱ
    ମݧஊ͔Βબ΂Δݱ஍
    ମݧஊ͔Βબ΂Δݱ஍π
    ମݧஊ͔Βબ΂Δݱ஍πΞ
    ମݧஊ͔Βબ΂Δݱ஍πΞʔ
    ମݧஊ͔Βબ΂Δݱ஍πΞʔ༧
    ମݧஊ͔Βબ΂Δݱ஍πΞʔ༧໿
    సஔΠϯσοΫε
    ݩͷจॻ

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  26. 5PLFO/(SBN
    จॻ
    ݱ஍ΦϓγϣφϧπΞʔ༧໿
    ؍ޫཱྀߦ
    ମݧஊ͔Βબ΂Δݱ஍πΞʔ༧໿
    ݶఆΩϟϯϖʔϯ༧໿
    ୯ޠ จॻ൪߸
    ମݧஊ͔Β
    ͔Βબ΂Δ
    બ΂Δݱ஍
    ݱ஍πΞʔ
    πΞʔ༧໿
    సஔΠϯσοΫε
    ݩͷจॻ

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  27. 5PLFO&EHF/(SBN
    จॻ
    ݱ஍ΦϓγϣφϧπΞʔ༧໿
    ؍ޫཱྀߦ
    ମݧஊ͔Βબ΂Δݱ஍πΞʔ༧໿
    ݶఆΩϟϯϖʔϯ༧໿
    ୯ޠ จॻ൪߸

    ମݧ
    ମݧஊ

    બ΂
    બ΂Δ
    ݱ
    ݱ஍
    π
    πΞ
    πΞʔ

    ༧໿
    సஔΠϯσοΫε
    ݩͷจॻ

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  28. ύλʔϯநग़ˍϚοϐϯά
    จॻ
    IUUQTXXXWFMUSBDPNKQBTJB
    UIBJMBOEFEJUPST@QJDLT
    IUUQTXXXWFMUSBDPNFOFVSPQF
    GSBODF
    IUUQTXXXIBXBJJBDUJWJUJFTDPNFO
    IBXBJJPBIVDUH
    IUUQTISWFMUSBDPN
    ୯ޠ จॻ൪߸
    ϕϧτϥ
    ϋϫΠΞΫςΟϏςΟ
    ϕϧτϥ࠾༻৘ใ
    సஔΠϯσοΫε
    ݩͷจॻ

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  29. ೔ຊޠݻ༗
    w ඼ࢺͷআ֎ʢॿࢺ֨ॿࢺҰൠ ॿࢺऴॿࢺʣ
    w ׽਺ࣈɾେࣈͱΞϥϏΞ਺ࣈʢұສԁɺҰສԁˠ ԁʣ
    w چࣈମʢچ׽ࣈʣɾ৽ࣈମʢ৽׽ࣈʣ
    w གྷΓࣈʢʑɺʋɺʍʣʢ֤ʑˠ֤֤ʣ
    w ಈࢺɾܗ༰ࢺͷݪܕ
    w ΧλΧφεϖϧͷ௕Իه߸ʢαʔόʔˠαʔόʣ
    w ΧλΧφεϖϧͷখจࣈɾେจࣈʢαοΧʔˠαπΧʔʣ
    w ΧλΧφεϖϧͷ۠੾ΓจࣈʢϚΠέϧδϟΫιϯɺϚΠέϧɾδϟΫιϯɺϚΠέϧδϟΫιϯʣ
    w ൒֯ɾશ֯ʢӳɾ਺ɾΧλΧφɾه߸ʣ
    w ໊শͷදه༳Εʢբϲؔɺբέؔɺբ͕ؔ࿡ͭ઒ɺ࿡ͬ઒ɺ࿡π઒ɺ࿡઒ࢁखઢɺࢁͷखઢʣ
    w ಡΈʢ౦ژˠτ΢Ωϣ΢ʣ

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  30. σʔλͷඇਖ਼نԽ

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  31. σʔλͷඇਖ਼نԽ
    w ϑϥάܥϑΟʔϧυͷίʔυԽ
    w FH EFMJWFSZ@qH EJTQMBZ@qHˠUBHT
    w ूܭର৅ϑΟʔϧυʢϑΝηοτʣͷσʔλઃܭ
    w FH TPSU DPEF OBNFϋϫΠˠDBUFHPSZ@LFZlϋϫΠz

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  32. ݕࡧΤϯδϯͷछྨͱݱঢ়

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  33. શจݕࡧΤϯδϯͷछྨ
    w શจݕࡧΤϯδϯϥΠϒϥϦ
    w શจݕࡧΤϯδϯΞϓϦέʔγϣϯ
    w શจݕࡧΤϯδϯαʔϏε
    w αΠτ಺ݕࡧαʔϏε

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  34. શจݕࡧΤϯδϯϥΠϒϥϦ
    w 8FCΞϓϦέʔγϣϯػೳΛআ͍ͨશจݕࡧΤϯδϯػೳΛఏڙ͢Δϥ
    ΠϒϥϦ
    w "QBDIF-VDFOF Ξύονɾϧγʔϯʣ

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  35. શจݕࡧΤϯδϯΞϓϦέʔγϣϯ
    w 8FCΞϓϦέʔγϣϯػೳΛඋ͑ɺશจݕࡧػೳΛ࢖͍΍ͨ͘͢͠ݕࡧ
    ΤϯδϯαʔόʔΞϓϦέʔγϣϯɻ
    w &MBTUJDTFBSDIʢΤϥεςΟοΫαʔνʣ
    w "QBDIF4PMS Ξύονɾιʔϥʔʣ

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  36. શจݕࡧΤϯδϯαʔϏε
    w શจݕࡧΤϯδϯΛϚωʔδυܕͰఏڙ͢ΔݕࡧΤϯδϯαʔϏεɻ
    w &MBTUJD$MPVEʢΤϥεςΟοΫɾΫϥ΢υʣ
    w "NB[PO&MBTUJDTFBSDIʢΞϚκϯɾΤϥεςΟοΫαʔνʣ

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  37. αΠτ಺ݕࡧαʔϏε
    w αΠτ಺ݕࡧʹಛԽͨ͠ݕࡧΤϯδϯαʔϏεɻ
    w "NB[PO$MPVE4FBSDIʢΞϚκϯɾΫϥ΢υαʔνʣ
    w "MHPMJBʢΞϧΰϦΞʣ
    w 4XJGUZQFʢεΠϑλΠϓʣ

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  38. ݕࡧΤϯδϯͷݱঢ়

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  39. ଘࡏ͠ͳ͍ඪ४ن֨
    (&5@TFBSDI
    \
    RVFSZ\
    NBUDI\
    NFTTBHFlIFMMP
    ^
    ^
    ^
    (&5TFMFDU GRNFTTBHFIFMMP
    &MBTUJDTFBSDI2VFSZ%4- "QBDIF4PMS2VFSZ%4-

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  40. ҟͳΔઃܭͷΞϓϩʔν
    w ѻ͑Δσʔλܕ΋ͦΕͧΕͷݕࡧΤϯδϯͰҟͳΔɻ·ͨɺѻ͑Δσʔλ
    ܕ͕ҧ͏͜ͱʹΑͬͯઃܭͷΞϓϩʔν΋ҟͳΔɻͦͷͨΊɺݕࡧػೳΛ
    ઃܭ͢Δ৔߹͸࢖༻͢ΔݕࡧΤϯδϯͷ࢓༷Λ೺Ѳ͢Δ͜ͱ͕ॏཁɻ
    w $MPVE4FBSDIݕࡧػೳઃܭˠεΩʔϚઃܭˠΠϯσοΫεઃܭ
    w &MBTUJDTFBSDIεΩʔϚઃܭˠΠϯσοΫεઃܭˠݕࡧػೳઃܭ

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  41. γεςϜͷಛ௃

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  42. ΞʔΩςΫνϟ
    "1*T
    "OBMZ[FST
    4FBSDIFS
    *OEFYFS
    "OBMZ[FST
    "1*T
    1SFQSPDFTT
    5FNQMBUFT
    ˡ4FBSDITJEF
    %PDVNFOUTJEFˠ
    *OEJDFT

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  43. ݕࡧΫϥελγεςϜͷಛ௃
    w ෛՙ෼ࢄΫϥελγεςϜ
    w TQMJUCSBJOTZOESPNF
    w %FFQQBHJOHJOEJTUSJCVUFETZTUFN

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  44. ෛՙ෼ࢄΫϥελγεςϜ
    w 3FBE΋8SJUF΋εέʔϧΞ΢τ
    Ͱෛՙ෼ࢄ
    /PEF /PEF /PEF /PEF/
    /PEF /PEF /PEF /PEF/
    /PEF /PEF /PEF /PEF/
    /PEF/ /PEF/ /PEF/ /PEF//
    5SB⒏D
    4FBSDI3FRVFTU7PMVNFBOE$PNQMFYJUZ
    %BUB
    %PDVNFOU2VBOUJUZBOE4J[F
    ʜ
    ʜ
    ʜ
    ʜ
    ʜ
    ʜ
    ʜ
    ʜ

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