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dbtvaultはここまでできる

numa
December 14, 2022

 dbtvaultはここまでできる

ちゅらコラボの登壇資料
https://churadata.connpass.com/event/265852/

numa

December 14, 2022
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  1. ࣗݾ঺հ ˜$IVSB%"5"JOD ͪΎΒσʔλגࣜձࣾ $50 %"56.456%*0גࣜձࣾ ࣥߦ໾һ ɾ໊લɿඛপ ༤ଠʢ!GPVSTVFʣ ɾಛٕɿσʔλΤϯδχΞϦϯά ɾ࢓ࣄɿσʔλʹ·ͭΘΔΤτητϥ

    ೥ʹ Ϋϥ΢υ%8 ͷ 4OPXGMBLFࣾ ͔Β %BUB)FSPPGUIFZFBSʹબ͹ΕͨΓͯ͠·͢ ೥΋%BUB4VQFSIFSP ʹબ͹ΕͨΒ͍͠ ˞%8σʔλ΢ΣΞϋ΢ε
  2. ˜$IVSB%"5"JOD  3BX4UBHJOH -BZFSΛ࡞Δ  )BTIFE4UBHJOH-BZUFSΛ࡞Δ  3BX 7BVMUΛ࡞Δ •

    )VC • -JOL • 5SBOTBDUJPOBM-JOLT • 4BUFMMJUF • .VMUJ"DUJWF4BUFMMJUFT • &GGFDUJWJUZ4BUFMMJUFT • &YUFOEFE5SBDLJOH4BUFMMJUFT  #VTJOFTT7BVMUΛ࡞Δ • 1PJOU*O5JNF 1*5 UBCMFT • #SJEHF5BCMFT  %BUB.BSU *OGPSNBUJPO.BSU Λ࡞Δ • 4UBS4DIFNB΍େ෱ாςʔϒϧ %BUB7BVMUΛߏங͢ΔྲྀΕ
  3. ˜$IVSB%"5"JOD  3BX4UBHJOH -BZFSΛ࡞Δ  )BTIFE4UBHJOH-BZUFSΛ࡞Δ  3BX 7BVMUΛ࡞Δ •

    )VC • -JOL • 5SBOTBDUJPOBM-JOLT • 4BUFMMJUF • .VMUJ"DUJWF4BUFMMJUFT • &GGFDUJWJUZ4BUFMMJUFT • &YUFOEFE5SBDLJOH4BUFMMJUFT  #VTJOFTT7BVMUΛ࡞Δ • 1PJOU*O5JNF 1*5 UBCMFT • #SJEHF5BCMFT  %BUB.BSU *OGPSNBUJPO.BSU Λ࡞Δ • 4UBS4DIFNB΍େ෱ாςʔϒϧ %BUB7BVMUΛߏங͢ΔྲྀΕ #VTJOFTT7BVMUͷཁૉ • 1*5 • #SJEHF %BUB7BVMU 3BX7BVMU ཁૉ • )VC • -JOL • 4BUFMMJUF
  4. ˜$IVSB%"5"JOD  3BX4UBHJOH -BZFSΛ࡞Δ  )BTIFE4UBHJOH-BZUFSΛ࡞Δ  3BX 7BVMUΛ࡞Δ •

    )VC • -JOL • 5SBOTBDUJPOBM-JOLT • 4BUFMMJUF • .VMUJ"DUJWF4BUFMMJUFT • &GGFDUJWJUZ4BUFMMJUFT • &YUFOEFE5SBDLJOH4BUFMMJUFT  #VTJOFTT7BVMUΛ࡞Δ • 1PJOU*O5JNF 1*5 UBCMFT • #SJEHF5BCMFT  %BUB.BSU *OGPSNBUJPO.BSU Λ࡞Δ • 4UBS4DIFNB΍େ෱ாςʔϒϧ %BUB7BVMUΛߏங͢ΔྲྀΕ ECUWBVMU͸͜ͷ͋ͨΓΛ Χόʔ
  5. ˜$IVSB%"5"JOD • ݄ͷ ECU 5PLZP.FFUVQͰ͸ʮECUWBVMUPO4OPXGMBLFʯʹͯ • IUUQTTQFBLFSEFDLDPNGPVSTVFECUWBVMUPOTOPXGMBLF • ΠϕϯτಈըɿIUUQTZPVUVCF4:TJ3'3-(X •

    ϥΠϒίʔσΟϯάσϞಈըऔΓ௚͠ɿIUUQTZPVUVCFH-/3CW/3&D • ಺༰ • ECUWBVMUͷ঺հ • )VCɺ-JOLɺ4BUͷσϞ աڈͷࢿྉͰ͸ᶄ
  6. ˜$IVSB%"5"JOD • 1*5ςʔϒϧ͸ɺ)VC͕࣋ͭෳ਺ͷ4BUFMMJUFΛΫΤϦʔ͢ΔͷΛָʹ͢ΔͨΊʹ࡞Δ ςʔϒϧͰ͢ 1*5ςʔϒϧ )VC@&NQMPZFF 4BU@&NQMPZFF@$POUBDT &NQMPZFF@1*5 • )VC@&NQMPZFF@,FZ

    • 1*5@-PBE@%54 • /BNF@-PBE@%54 • "EESFTT@-PBE@%54 • $POUBDU@-PBE@%54 • $PNQFTBUJPO@-PBE@%54 4BU@&NQMPZFF@$PNQFTBUJPO 4BU@&NQMPZFF@/BNF 4BU@&NQMPZFF@"EESFTT
  7. ˜$IVSB%"5"JOD • )VCͱ4BUFMMJUFΛδϣΠϯͯ͋͠Δ೔ͷݩςʔϒϧΛ࡞Γ͍ͨͱ͖ɺΊͬͪΌͰ͔͍Ϋ ΤϦΛॻ͘ඞཁ͕͋Δ 1*5ςʔϒϧ͸ԿΛղܾ͍͔ͨ͠  ैۀһ)VCΛத৺ʹ4BUFMJUFΛδϣΠϯ͍ͯ͘͠ྫ 4&-&$5))6#@&.1-0:&&@,&: )&.1-0:&&@*% 4'*345@/".&

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  8. ˜$IVSB%"5"JOD • )VCͱ4BUFMMJUFΛδϣΠϯͯ͋͠Δ೔ͷݩςʔϒϧΛ࡞Γ͍ͨͱ͖ɺΊͬͪΌͰ͔͍Ϋ ΤϦΛॻ͘ඞཁ͕͋Δ 1*5ςʔϒϧ͸ԿΛղܾ͍͔ͨ͠  ैۀһ)VCΛத৺ʹ4BUFMJUFΛδϣΠϯ͍ͯ͘͠ྫ 4&-&$5))6#@&.1-0:&&@,&: )&.1-0:&&@*% 4'*345@/".&

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  9. ˜$IVSB%"5"JOD • 1*5ςʔϒϧΛ࢖͏͜ͱͰɺδϣΠϯָ͕ʹͳΔ 1*5ςʔϒϧ͸ԿΛղܾ͍͔ͨ͠  ैۀһ)VCΛத৺ʹ4BUFMJUFΛδϣΠϯ͍ͯ͘͠ྫ 4&-&$5))6#@&.1-0:&&@,&: )&.1-0:&&@*% 4'*345@/".& 4-"45@/".&

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  10. ˜$IVSB%"5"JOD • QJUϚΫϩΛ࢖͏ • Ҿ਺  TPVSDF@NPEFM ʜ )VCͷϞσϧ໊ 

    TSD@QL ʜ )VCͷ1SJNBSZ,FZ໊  BT@PG@EBUFT@UBCMF ʜ "TPG%BUFςʔϒϧ໊ ޙड़  TBUFMMJUFT ʜ 4BUFMMJUFTͷσΟΫγϣφϦ  TUBHF@UBCMFT@MEUT ʜ εςʔδςʔϒϧͷσΟΫγϣφϦ  TSD@MEUT ʜ )VCͷ-PBE%BUF5JNF4UBNQΧϥϜ໊ • ϞσϧͰͷQJUϚΫϩͷྫ • \\ECUWBVMUQJU TPVSDF@NPEFMTPVSDF@NPEFM TSD@QLTSD@QL BT@PG@EBUFT@UBCMFBT@PG@EBUFT@UBCMF TBUFMMJUFTTBUFMMJUFT TUBHF@UBCMFTTUBHF@UBCMFT TSD@MEUTTSD@MEUT ^^ ECUWBVMUͰ1*5ςʔϒϧΛ࡞ΔQJUϚΫϩ
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  12. ˜$IVSB%"5"JOD • 1*5 1PJOU*O5JNF ͸ʮ͋Δ࣌఺ͷʯ͜ͱ • 1*5ςʔϒϧΛੜ੒͢Δʹ͸ɺʮࠓ೔ʯ΍ʮ͋Δ೔ʯͷΑ͏ͳɺσʔλΛੜ੒͢Δ࣌఺ Λࢦఆ͢Δඞཁ͕͋Γ·͢ɻ • ECUWBVMUͰ͸1*5Λ൚༻తʹ࢖͑ΔΑ͏ʹɺʮ"T0G%BUF5BCMFʯͱ͍͏࢓૊ΈΛ࠾༻

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  13. ˜$IVSB%"5"JOD • 1*5ςʔϒϧͱಉ༷ʹɺΫΤϦΛָʹ͢ΔͨΊͷςʔϒϧ • ΫΤϦΛָʹ͢Δ͚ͩ͡Όͳͯ͘ɺύϑΥʔϚϯεվળ΋໨తͷҰͭ • #SJEHFςʔϒϧ͸4BUFMMJUFͷδϣΠϯՄೳͳྻͱར༻͍ͨ͠ྻΛ΋ͬͨςʔϒϧ #SJEHFςʔϒϧͱ͸ )VC@-PDB UJPO

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  14. ˜$IVSB%"5"JOD • %BUB7BVMUΛ࢖͏ͱͲ͏ͯ͠΋δϣΠϯ͕૿͑ͯΔɻྫ͑͹ɺୈਖ਼نܕͳΒςʔϒ ϧͷδϣΠϯͰࡁΉ΋ͷ͕ςʔϒϧͷδϣΠϯ͕ඞཁͩͬͨΓͯ͠େมɻ • ͞ΒʹδϣΠϯ͢Δ৚݅ʹϩʔυ೔Λ௥Ճ͢ΔͳͲΫΤϦ͕ෳࡶʹͳΓ͕ͪ ͳͥ#SJEHFςʔϒϧ͕ඞཁͳͷ͔ -PDBUJPO $PVOUSZ 3FHJPO

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  15. ˜$IVSB%"5"JOD • %BUB7BVMUΛ࢖͏ͱͲ͏ͯ͠΋δϣΠϯ͕૿͑ͯΔɻྫ͑͹ɺୈਖ਼نܕͳΒςʔϒ ϧͷδϣΠϯͰࡁΉ΋ͷ͕ςʔϒϧͷδϣΠϯ͕ඞཁͩͬͨΓͯ͠େมɻ • ͞ΒʹδϣΠϯ͢Δ৚݅ʹϩʔυ೔Λ௥Ճ͢ΔͳͲΫΤϦ͕ෳࡶʹͳΓ͕ͪ ͳͥ#SJEHFςʔϒϧ͕ඞཁͳͷ͔ -PDBUJPO $PVOUSZ 3FHJPO

    ୈਖ਼نܕͷ৔߹ͷδϣΠϯ͢Δςʔϒϧ %BUB7BVMUͷ৔߹ͷδϣΠϯ͢Δςʔϒϧ )VC@-PDB UJPO )VC@$PV OUSZ -OL@3FHJP O@$PVOUSZ 4BU@-PDBUJ PO -JOL@-PDB UJPO@$PVO USZ )VC@3FHJ PO 4BU@3FHJP O 4BU@$PVOU SZ #3*%(&@ (&0(3" 1): ˞4BUͷඞ ཁͳྻΛ ؚΉ #SJEHFςʔϒϧΛ࡞Δ͜ͱ ͰɺδϣΠϯͤͣʹ໨తͷ σʔλ͕खʹೖΔ
  16. ˜$IVSB%"5"JOD • CSJEHFϚΫϩΛ࢖͏ • Ҿ਺  TPVSDF@NPEFM ʜ )VCͷϞσϧ໊ 

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  17. 8*5)BT@PG"4 4&-&$5B"4@0'@%"5& '30.%#57"6-5@%&75&45"4@0'@%"5&"4B 8)&3&B"4@0'@%"5&$633&/5@%"5& MBTU@TBGF@MPBE@EBUFUJNF"4 4&-&$5.*/ -0"%@%"5&5*.& "4-"45@4"'&@-0"%@%"5&5*.& '30. 4&-&$5.*/

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  18. ˜$IVSB%"5"JOD • -JOLςʔϒϧͷҰछɺผ໊ /POIJTUPSJ[FE-JOL ςʔϒϧ • )VCͷτϥϯβΫγϣϯΛه࿥͢ΔςʔϒϧͰ͢ • ྫ͑͹ʮ"͞Μ͸#νέοτΛߪೖͨ͠ʯͷΑ͏ͳτϥϯβΫγϣϯ Πϕϯτ

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  19. ˜$IVSB%"5"JOD • U@MJOLϚΫϩΛ࢖͏ • Ҿ਺  TSD@QL ʜ )VCͷ1SJNBSZ,FZ໊ ෳ਺0,

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