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Elasticsearch 勉強会 1/2

Elasticsearch 勉強会 1/2

A6ad06db0fdd12a69bd2a92e8280247e?s=128

Kunihiko Kido

June 26, 2017
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  1. &MBTUJDTFBSDIษڧձ 

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

  3. "CPVU7&-53" :PVSTUPSZCFHJOTIFSF ISWFMUSBDPN

  4. None
  5. શจݕࡧΤϯδϯͱ͸

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

  7. શจݕࡧΤϯδϯͷ࢓૊Έ

  8. సஔΠϯσοΫε  จॻ  ݱ஍ΦϓγϣφϧπΞʔ༧໿  ؍ޫཱྀߦ  ମݧஊ͔Βબ΂Δݱ஍πΞʔ༧໿ 

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

      Φϓγϣφϧ  ʜ ʜ ༧໿    సஔΠϯσοΫε ݕࡧ݁Ռ ݕࡧΩʔϫʔυ ʮπΞʔ"/%༧໿ʯ \ ^㱯\  ^\ ^
  10. Θ͔ͪॻ͖ w 8JLJQFEJBΘ͔ͪॻ͖ʢΘ͔͕͖ͪʣͱ͸ɺจষʹ͓͍ͯޠͷ۠੾Γʹ ۭനΛڬΜͰهड़͢Δ͜ͱͰ͋Δɻ w ӳޠɺϑϥϯεޠɺυΠπޠɺFUDˠޠͱޠΛεϖʔεͰ۠੾Δ w தࠃޠɺ೔ຊޠɺؖࠃޠʢ$+,ʣɺλΠޠˠޠͱޠΛ۠੾Βͳ͍ w ˞ؖࠃޠ͸׽ࣈ͕ഇࢭ͞Ε͔ͯΒ͸จઅ୯ҐͰΘ͔ͪॻ͖͢Δ

    w ˞೔ຊޠ΋ͻΒ͕ͳ͚ͩͷ࣌͸จઅ୯ҐͰ෼͔ͪॻ͖͢Δ͜ͱ΋͋Δ
  11. ೔ຊޠͷΘ͔ͪॻ͖ w సஔΠϯσοΫεΛ࡞Δʹ͸ɺΘ͔ͪॻ͖͕ඞཁɻ೔ຊޠΛ୯ޠͰݕࡧͰ ͖ΔΑ͏ʹ͢ΔͨΊʹ͸ԿΒ͔ͷํ๏ͰΘ͔ͪॻ͖͢Δඞཁ͕͋Δɻ w ೔ຊޠܗଶૉղੳ w /(SBNํࣜ

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

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

  14. /(SBNํࣜ w จࣈྻͷฒͼΛݟग़͠ޠͱͯ͠Θ͔ͪॻ͖͢Δํࣜɻݴޠʹґଘ͠ͳ͍ɻ ̍จࣈ୯ҐͷΘ͔ͪॻ͖ΛϢχάϥϜɺ̎จࣈ୯ҐΛόΠάϥϜɺ̏จࣈ ୯ҐΛτϦάϥϜํࣜͱݺͿɻ w ʮମݧݧஊஊ͔͔ΒΒબબ΂΂ΔΔݱݱ஍஍π πΞΞʔʔ༧༧໿ʯ w ೔ຊޠʙάϥϜ

    w ܗଶૉղੳͱൺ΂ਫ਼౓͕௿Լ͢Δ͕ɺ࠶ݱ཰͕޲্͢Δɻ
  15. σΟεΫ࢖༻ྔͷҧ͍ w ܗଶૉղੳͱ/άϥϜํࣜʹ͸ɺݕࡧͷಛ௃Ҏ֎ʹσΟεΫ࢖༻ྔ͕େ͖ ͘ҟͳΔɻܗଶૉղੳ/(SBNํࣜ w ܗଶૉղੳʮମݧஊ͔Βબ΂Δݱ஍πΞʔ༧໿ʯ w /(SBNํࣜʮମݧݧஊஊ͔͔ΒΒબબ΂΂ΔΔݱ ݱ஍஍ππΞΞʔʔ༧༧໿ʯ

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

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

  18. ݴޠॲཧύλʔϯ

  19. 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༗
  20. ݴޠॲཧ͠ͳ͍  จॻ  ݱ஍ΦϓγϣφϧπΞʔ༧໿  ؍ޫཱྀߦ  ମݧஊ͔Βબ΂Δݱ஍πΞʔ༧໿ 

    ݶఆΩϟϯϖʔϯ༧໿ ୯ޠ จॻ൪߸ ݱ஍ΦϓγϣφϧπΞʔ༧໿  ؍ޫཱྀߦ  ମݧஊ͔Βબ΂Δݱ஍πΞʔ༧໿  ݶఆΩϟϯϖʔϯ༧໿  సஔΠϯσοΫε ݩͷจॻ
  21. ύλʔϯநग़  จॻ  IUUQTXXXWFMUSBDPNKQBTJB UIBJMBOEFEJUPST@QJDLT  IUUQTXXXWFMUSBDPNFOFVSPQF GSBODF 

    IUUQTXXXIBXBJJBDUJWJUJFTDPNFO IBXBJJPBIVDUH  IUUQTISWFMUSBDPN ୯ޠ จॻ൪߸ XXXWFMUSBDPN   XXXIBXBJJBDUJWJUJFTDPN  ISWFMUSBDPN  సஔΠϯσοΫε ݩͷจॻ
  22. Ϛοϐϯά  จॻ  ಢ໦ݝ  ܈അݝ  ౦ژ౎ 

    ਆಸ઒ݝ ୯ޠ จॻ൪߸ ؔ౦஍ํ     ट౎ݍ     ๺ؔ౦   ೆؔ౦   సஔΠϯσοΫε ݩͷจॻ
  23. 8IJUFTQBDF  จॻ  *IBWFBQFO*IBWFBOBQQMF  BIBQQMFQFO  *IBWFBQFO*IBWFBQJOFBQQMF 

    BIQJOFBQQMFQFO ୯ޠ จॻ൪߸ B   BO  BQQMF   IBWF   *   QFO     QJOFBQQMF   సஔΠϯσοΫε ݩͷจॻ
  24. ܗଶૉղੳ  จॻ  ݱ஍ΦϓγϣφϧπΞʔ༧໿  ؍ޫཱྀߦ  ମݧஊ͔Βબ΂Δݱ஍πΞʔ༧໿ 

    ݶఆΩϟϯϖʔϯ༧໿ ୯ޠ จॻ൪߸ πΞʔ   Φϓγϣφϧ  ʜ ʜ ༧໿    సஔΠϯσοΫε ݩͷจॻ
  25. /(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
  26. &EHF/(SBN  จॻ  ݱ஍ΦϓγϣφϧπΞʔ༧໿  ؍ޫཱྀߦ  ମݧஊ͔Βબ΂Δݱ஍πΞʔ༧໿ 

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

    ݶఆΩϟϯϖʔϯ༧໿ ୯ޠ จॻ൪߸ ମݧஊ͔Β  ͔Βબ΂Δ  બ΂Δݱ஍  ݱ஍πΞʔ  πΞʔ༧໿  సஔΠϯσοΫε ݩͷจॻ
  28. 5PLFO&EHF/(SBN  จॻ  ݱ஍ΦϓγϣφϧπΞʔ༧໿  ؍ޫཱྀߦ  ମݧஊ͔Βબ΂Δݱ஍πΞʔ༧໿ 

    ݶఆΩϟϯϖʔϯ༧໿ ୯ޠ จॻ൪߸ ମ  ମݧ  ମݧஊ  બ  બ΂  બ΂Δ  ݱ   ݱ஍   π   πΞ   πΞʔ   ༧    ༧໿    సஔΠϯσοΫε ݩͷจॻ
  29. ύλʔϯநग़ˍϚοϐϯά  จॻ  IUUQTXXXWFMUSBDPNKQBTJB UIBJMBOEFEJUPST@QJDLT  IUUQTXXXWFMUSBDPNFOFVSPQF GSBODF 

    IUUQTXXXIBXBJJBDUJWJUJFTDPNFO IBXBJJPBIVDUH  IUUQTISWFMUSBDPN ୯ޠ จॻ൪߸ ϕϧτϥ   ϋϫΠΞΫςΟϏςΟ  ϕϧτϥ࠾༻৘ใ  సஔΠϯσοΫε ݩͷจॻ
  30. ೔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
  31. σʔλͷඇਖ਼نԽ

  32. σʔλͷඇਖ਼نԽ w ϑϥάܥϑΟʔϧυͷίʔυԽ w FH EFMJWFSZ@qH EJTQMBZ@qHˠUBHT<lEFMJWFSZ@qH@z lEJTQMBZ@qH@z> w ूܭର৅ϑΟʔϧυʢϑΝηοτʣͷσʔλઃܭ

    w FH TPSU DPEF OBNFϋϫΠˠDBUFHPSZ@LFZlϋϫΠz
  33. ٳܜ

  34. ݕࡧΤϯδϯͷछྨͱݱঢ়

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

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

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

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

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

  40. ݕࡧΤϯδϯͷݱঢ়

  41. ଘࡏ͠ͳ͍ඪ४ن֨ (&5@TFBSDI \ RVFSZ\ NBUDI\ NFTTBHFlIFMMP ^ ^ ^ (&5TFMFDU

    GRNFTTBHFIFMMP &MBTUJDTFBSDI2VFSZ%4- "QBDIF4PMS2VFSZ%4-
  42. ҟͳΔઃܭͷΞϓϩʔν w ѻ͑Δσʔλܕ΋ͦΕͧΕͷݕࡧΤϯδϯͰҟͳΔɻ·ͨɺѻ͑Δσʔλ ܕ͕ҧ͏͜ͱʹΑͬͯઃܭͷΞϓϩʔν΋ҟͳΔɻͦͷͨΊɺݕࡧػೳΛ ઃܭ͢Δ৔߹͸࢖༻͢ΔݕࡧΤϯδϯͷ࢓༷Λ೺Ѳ͢Δ͜ͱ͕ॏཁɻ w $MPVE4FBSDIݕࡧػೳઃܭˠεΩʔϚઃܭˠΠϯσοΫεઃܭ w &MBTUJDTFBSDIεΩʔϚઃܭˠΠϯσοΫεઃܭˠݕࡧػೳઃܭ

  43. None
  44. γεςϜͷಛ௃

  45. ΞʔΩςΫνϟ "1*T "OBMZ[FST 4FBSDIFS *OEFYFS "OBMZ[FST "1*T 1SFQSPDFTT 5FNQMBUFT ˡ4FBSDITJEF

    %PDVNFOUTJEFˠ *OEJDFT
  46. ݕࡧΫϥελγεςϜͷಛ௃ w ෛՙ෼ࢄΫϥελγεςϜ w TQMJUCSBJOTZOESPNF w %FFQQBHJOHJOEJTUSJCVUFETZTUFN

  47. ෛ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
  48. w ݕࡧγεςϜ͸ɺΫϥελγεςϜ͕ଟ͘࠾༻͞ Ε͍ͯΔͨΊɺεϓϦοτϒϨΠϯγϯυϩʔϜ ʢTQMJUCSBJOTZOESPNFʣ͕ൃੜ͢ΔՄೳੑ͕͋ Δɻ TQMJUCSBJOTZOESPNF

  49. %FFQQBHJOHJOEJTUSJCVUFETZTUFN w ̑ͭͷγϟʔυͰߏ੒͞ΕΔΠϯσοΫεʹ͓͍ͯɺ̍̌̌̌ϖʔδ໨ ʢUPʣΛදࣔ͢Δ৔߹ɺγϟʔυຖʹτοϓ̍̌̍̌Λฦ٫ ͢ΔΑ͏ʹϦΫΤετɻ̑̌̑̌݅શͯͷݕࡧ݁ՌΛιʔτɻ࠷ޙʹෆཁ ͳ̑̌̐̌݅ͷσʔλΛഁغ͢Δɻ͜ͷΑ͏ʹΫϥελγεςϜͷਂ͍ϖʔ δϯά͸ࢦ਺ؔ਺తʹॲཧෛՙ͕ߴ͘ͳΔɻ w औಘՄೳͳݕࡧ݁Ռ਺ʹ্ݶ͕ઃ͚ΒΕ͍ͯΔ w

    શͯͷΫΤϦͰݕࡧ݁ՌΛ̍̌̌̌ҎԼʹ͢ΔΑ͏ʹઃܭ
  50. None
  51. &MBTUJDTFBSDI

  52. ,JCBOB σʔλΛՄࢹԽɻ&MBTUJD4UBDLΛφϏήʔτ &MBTUJDTFBSDI σʔλΛݕࡧɺ෼ੳɺอଘɻ #FBUT ܰྔσʔλγούʔͷϓϥοτϑΥʔϜɻ -PHTUBTI ಈతͳσʔλऩूύΠϓϥΠϯɻ &MBTUJD4UBDL ˞ແঈͰར༻ՄೳʢΦʔϓϯιʔεʣ

    91BDL &MBTUJD4UBDLͷ֦ுػೳɻ 4FDVSJUZ "MFSUJOH .POJUPSJOH 3FQPSUJOH (SBQI .BDIJOF-FBSOJOH αϒεΫϦϓγϣϯϥΠηϯε ˞Ұ෦ແঈͰ࢖༻Ͱ͖Δ΋ͷ΋͋Γ
  53. ΞʔΩςΫνϟ

  54. &MBTUJDTFBSDIDMVTUFS /PEF /PEF /PEF *OEFY" ෺ཧతͳΠϯσοΫε w $MVTUFSʢ㲈&MBTUJD4FBSDIαʔόʔ܈ʣ  w

    /PEFTʢ㲈&MBTUJD4FBSDIαʔόʔʣ  w 4IBSET w 1SJNBSZ4IBSET w 3FQMJDB4IBSET 14IBSE 14IBSE 34IBSE 14IBSE 34IBSE 34IBSE *OEFY#
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