How to manage data inconsistency

0ada440ca1c08ec93e45ba4e35ebe811?s=47 kenkaton
January 29, 2020
Programming
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31

How to manage data inconsistency

0ada440ca1c08ec93e45ba4e35ebe811?s=128

kenkaton

January 29, 2020
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Transcript

  1. Re:valua t ion https://fril.jp/ L ead & Delight User F

    irst Ownership Fail Smart σʔλෆ੔߹ͱͷઓ͍

  2. ࣗݾ঺հ  

  3. !LFOLBUPO !LFOLBUPO ϥΫϚͰαʔόʔαΠυΛ த৺ʹΤϯδχΞ΍ͬͯΔຽ   ࣗݾ঺հ ͔ͱ͚Μ

  4.   ࣗݾ঺հ ɾֶੜ࣌୅͸ ɹɹɹ݋ಓ͔ͨ͠͠هԱ͕ͳ͍೔ʑΛૹ͍͕ͬͯͨʜ

  5.   ࣗݾ঺հ ɾͳ͔ͥͪΌ͔ͬΓͱ ɹɹɹɹอ݈ମҭͷڭһ໔ڐ͚ͩ͸औಘͯ͠ʜ

  6.   ࣗݾ঺հ ɾؾ෇͍ͨΒ*5ۀքͰXFCΤϯδχΞΛ͍ͯͨ͠

  7.   ࣗݾ঺հ͸͜ͷ͘Β͍ʹ͓͍ͯͯ͠

  8. σʔλෆ੔߹ͱͷઓ͍  

  9.   ࠓ೔࿩͢͜ͱ w σʔλෆ੔߹ͷى͜Γͦ͏ͳέʔε w σʔλෆ੔߹Λम෮͢Δ w 8SJUF3FQBJS w

    "TZODISPOPVT3FQBJS w ͓ΘΓʹ

  10. σʔλෆ੔߹ͷى͜Γͦ͏ͳέʔε  

  11.   σʔλෆ੔߹ͷى͜Γͦ͏ͳέʔε  όοΫΤϯυ ϑϩϯτΤϯυ %# αʔϏε" αʔϏε#

  12.   σʔλෆ੔߹ͷى͜Γͦ͏ͳέʔε  όοΫΤϯυ ϑϩϯτΤϯυ %# αʔϏε" αʔϏε# /8Τϥʔ͡Όᶃ

    ᶃ

  13.   σʔλෆ੔߹ͷى͜Γͦ͏ͳέʔε  όοΫΤϯυ ϑϩϯτΤϯυ %# αʔϏε" αʔϏε# /8Τϥʔ͡Όᶃᶄ

    ᶃ ᶄ

  14.   σʔλෆ੔߹ͷى͜Γͦ͏ͳέʔε  όοΫΤϯυ ϑϩϯτΤϯυ %# αʔϏε" αʔϏε# /8Τϥʔ͡Όᶃᶄ

    ᶃ ᶄ %#Τϥʔ͡Όᶅ ᶅ

  15.   σʔλෆ੔߹ͷى͜Γͦ͏ͳέʔε  όοΫΤϯυ ϑϩϯτΤϯυ %# αʔϏε" αʔϏε# /8Τϥʔ͡Όᶃᶄᶆ

    ᶃ ᶄ %#Τϥʔ͡Όᶅ ᶅ ᶆ

  16.   σʔλෆ੔߹ͷى͜Γͦ͏ͳέʔε  όοΫΤϯυ ϑϩϯτΤϯυ %# αʔϏε" αʔϏε# /8Τϥʔ͡Όᶃᶄᶆᶇ

    ᶃ ᶄ %#Τϥʔ͡Όᶅ ᶅ ᶆ ᶇ

  17.   σʔλෆ੔߹ͷى͜Γͦ͏ͳέʔε  όοΫΤϯυ ϑϩϯτΤϯυ %# αʔϏε" αʔϏε# /8Τϥʔ͡Όᶃᶄᶆᶇᶈ

    ᶃ ᶄ %#Τϥʔ͡Όᶅ ᶅ ᶆ ᶇ ᶈ

  18.   σʔλෆ੔߹ͷى͜Γͦ͏ͳέʔε  όοΫΤϯυ ϑϩϯτΤϯυ %# αʔϏε" αʔϏε# /8Τϥʔ͡Όᶃᶄᶆᶇᶈ

    ᶃ ᶄ %#Τϥʔ͡Όᶅ ᶅ ᶆ ᶇ ᶈ ॻ͖ࠐΈ͕੒ޭ͍ͯ͠Δͷʹࣦഊʂʁ

  19.   σʔλෆ੔߹ͷى͜Γͦ͏ͳέʔε  Ϣʔβʔେࠞཚͷঢ়گΛ࡞Δ͜ͱʹ੒ޭ

  20.   σʔλෆ੔߹ͷى͜Γͦ͏ͳέʔε  ΋͏ͪΐ͍ෳࡶͳͷ͸ʜ όοΫΤϯυ ϑϩϯτΤϯυ %#ᶄ αʔϏε" αʔϏε#

    %#ᶃ

  21.   σʔλෆ੔߹ͷى͜Γͦ͏ͳέʔε  ΋͏ͪΐ͍ෳࡶͳͷ͸ʜ όοΫΤϯυ ϑϩϯτΤϯυ %#ᶄ αʔϏε" αʔϏε#

    %#ᶃ ᶃ /8Τϥʔ͡Όᶃ

  22.   σʔλෆ੔߹ͷى͜Γͦ͏ͳέʔε  ΋͏ͪΐ͍ෳࡶͳͷ͸ʜ όοΫΤϯυ ϑϩϯτΤϯυ %#ᶄ αʔϏε" αʔϏε#

    %#ᶃ ᶃ /8Τϥʔ͡Όᶃ ᶄ %#Τϥʔ͡Όᶄ

  23.   σʔλෆ੔߹ͷى͜Γͦ͏ͳέʔε  ΋͏ͪΐ͍ෳࡶͳͷ͸ʜ όοΫΤϯυ ϑϩϯτΤϯυ %#ᶄ αʔϏε" αʔϏε#

    %#ᶃ ᶃ /8Τϥʔ͡Όᶃᶅ ᶄ %#Τϥʔ͡Όᶄ ᶅ

  24.   σʔλෆ੔߹ͷى͜Γͦ͏ͳέʔε  ΋͏ͪΐ͍ෳࡶͳͷ͸ʜ όοΫΤϯυ ϑϩϯτΤϯυ %#ᶄ αʔϏε" αʔϏε#

    %#ᶃ ᶃ /8Τϥʔ͡Όᶃᶅ ᶄ %#Τϥʔ͡Όᶄᶆ ᶅ ᶆ

  25.   σʔλෆ੔߹ͷى͜Γͦ͏ͳέʔε  ΋͏ͪΐ͍ෳࡶͳͷ͸ʜ όοΫΤϯυ ϑϩϯτΤϯυ %#ᶄ αʔϏε" αʔϏε#

    %#ᶃ ᶃ /8Τϥʔ͡Όᶃᶅᶇ ᶄ %#Τϥʔ͡Όᶄᶆ ᶅ ᶆ ᶇ

  26.   σʔλෆ੔߹ͷى͜Γͦ͏ͳέʔε  ΋͏ͪΐ͍ෳࡶͳͷ͸ʜ όοΫΤϯυ ϑϩϯτΤϯυ %#ᶄ αʔϏε" αʔϏε#

    %#ᶃ ᶃ /8Τϥʔ͡Όᶃᶅᶇᶈ ᶄ %#Τϥʔ͡Όᶄᶆ ᶅ ᶆ ᶇ ᶈ

  27.   σʔλෆ੔߹ͷى͜Γͦ͏ͳέʔε  ΋͏ͪΐ͍ෳࡶͳͷ͸ʜ όοΫΤϯυ ϑϩϯτΤϯυ %#ᶄ αʔϏε" αʔϏε#

    %#ᶃ ᶃ /8Τϥʔ͡Όᶃᶅᶇᶈᶉ ᶄ %#Τϥʔ͡Όᶄᶆ ᶅ ᶆ ᶇ ᶈ ᶉ

  28.   σʔλෆ੔߹ͷى͜Γͦ͏ͳέʔε  ΋͏ͪΐ͍ෳࡶͳͷ͸ʜ όοΫΤϯυ ϑϩϯτΤϯυ αʔϏε" αʔϏε# ᶃ

    /8Τϥʔ͡Όᶃᶅᶇᶈᶉᶊ ᶄ %#Τϥʔ͡Όᶄᶆ ᶅ ᶆ ᶇ ᶈ ᶉ ᶊ %#ᶃ %#ᶄ

  29.   σʔλෆ੔߹ͷى͜Γͦ͏ͳέʔε  ΋͏ͪΐ͍ෳࡶͳͷ͸ʜ όοΫΤϯυ ϑϩϯτΤϯυ αʔϏε" αʔϏε# ᶃ

    /8Τϥʔ͡Όᶃᶅᶇᶈᶉᶊ ᶄ %#Τϥʔ͡Όᶄᶆ ᶅ ᶆ ᶇ ᶈ ᶉ ᶊ %#ᶃ %#ᶄ ᶅᶆᶇ͸%#ᶃʹॻ͖ࠐΈ੒ޭˍ%#ᶄ͸ະॻ͖ࠐΈ

  30.   σʔλෆ੔߹ͷى͜Γͦ͏ͳέʔε ͸͍ɺݟࣄʹσʔλෆ੔߹ͷ׬੒Ͱ͢

  31.   ࠓ೔࿩͢͜ͱ w σʔλෆ੔߹ͷى͜Γͦ͏ͳέʔε w σʔλෆ੔߹Λम෮͢Δ w 8SJUF3FQBJS w

    "TZODISPOPVT3FQBJS w ͓ΘΓʹ

  32. σʔλෆ੔߹Λम෮͢Δ  

  33.   σʔλෆ੔߹Λम෮͢Δ w 8SJUF3FQBJS w ϦτϥΠ w ଟॏϦΫΤετͱಉҰੑ w

    *EFNQPUFOU3FRVFTUT w τϥϯβΫγϣϯͷঢ়ଶ؅ཧ w "TZODISPOPVT3FQBJS w σʔλڝ߹ͷճආ

  34.   σʔλෆ੔߹Λम෮͢Δ w 8SJUF3FQBJS w ϦτϥΠ w ଟॏϦΫΤετͱಉҰੑ w

    *EFNQPUFOU3FRVFTUT w τϥϯβΫγϣϯͷঢ়ଶ؅ཧ w "TZODISPOPVT3FQBJS w σʔλڝ߹ͷճආ

  35.   σʔλෆ੔߹Λम෮͢Δ w 8SJUF3FQBJS w ϦτϥΠ w ଟॏϦΫΤετͱಉҰੑ w

    *EFNQPUFOU3FRVFTUT w τϥϯβΫγϣϯͷঢ়ଶ؅ཧ w "TZODISPOPVT3FQBJS w σʔλڝ߹ͷճආ

  36.   σʔλෆ੔߹Λम෮͢ΔʢϦτϥΠʣ όοΫΤϯυ ϑϩϯτΤϯυ %#ᶄ αʔϏε" αʔϏε# %#ᶃ ॲཧʹࣦഊͨ͠ͷͳΒɺ"1*ϦΫΤετΛϦτϥΠͯ͠ΈΔͷ͡Ό

    ˞ͨͩ͠ɺΫϥΠΞϯτΤϥʔͷΑ͏ͳɺ ɹɹɹͦ΋ͦ΋ϦΫΤετࣗମ͕ޡ͍ͬͯΔ৔߹͸ແҙຯͳͷͰ஫ҙ

  37.   σʔλෆ੔߹Λम෮͢ΔʢϦτϥΠʣ SFUSZ͸ɺ SFTDVFઅͰCFHJOࣜΛ ͸͡Ί͔Β΋͏Ұ౓࣮ߦ͢Δͷʹ ࢖༻͢Δͷ͡Ό IUUQTEPDTSVCZMBOHPSHKBMBUFTUEPDTQFDGDPOUSPMIUNMSFUSZ

  38.   σʔλෆ੔߹Λम෮͢ΔʢϦτϥΠʣ ͋ΕɺͰ΋%#΁ͷॻ͖ࠐΈ͸੒ޭͯ͠Δ͚Ͳ Ϩεϙϯε͚ͩਖ਼ৗʹฦ͖ͬͯͯͳ͍৔߹΋͋ΔΑͶʜ

  39.   σʔλෆ੔߹ͷى͜Γͦ͏ͳέʔε  ΋͏ͪΐ͍ෳࡶͳͷ͸ʜ όοΫΤϯυ ϑϩϯτΤϯυ αʔϏε" αʔϏε# ᶃ

    /8Τϥʔ͡Όᶃᶅᶇᶈᶉᶊ ᶄ %#Τϥʔ͡Όᶄᶆ ᶅ ᶆ ᶇ ᶈ ᶉ ᶊ %#ᶃ %#ᶄ

  40.   σʔλෆ੔߹Λम෮͢ΔʢଟॏϦΫΤετͱಉҰੑʣ όοΫΤϯυ ϑϩϯτΤϯυ %#ᶄ αʔϏε" αʔϏε# %#ᶃ ੒ޭͷϨεϙϯε͕ฦͬͯ͜ͳ͍৔߹Ͱ΋ɺ

    ϦτϥΠʹΑͬͯσʔλ͕ෳ਺࡞੒͞ΕΔՄೳੑ΋ʜ

  41.   σʔλෆ੔߹Λम෮͢ΔʢଟॏϦΫΤετͱಉҰੑʣ ෳ਺ͷಉҰσʔλ͕࡞ΒΕΔ͔΋͠Εͳ͍ͱ͍͏͜ͱ͸ʜ ɹྫ͑͹ɺଟॏܾࡁ͕ߦΘΕͯ͠·͏ʜʂʂʂ ਂࠁͳ໰୊ຄൃʂlϦτϥΠzΊͬͪΌ΍΂͐΍ͭʂʂʂ

  42.   σʔλෆ੔߹Λम෮͢ΔʢଟॏϦΫΤετͱಉҰੑʣ ͱ͸ɺͳΒͳ͍ΜͰ͢ΑͶʔX ͦ͜Ͱग़ͯ͘Δͷ͕

  43.   σʔλෆ੔߹Λम෮͢Δ w 8SJUF3FQBJS w ϦτϥΠ w ଟॏϦΫΤετͱಉҰੑ w

    *EFNQPUFOU3FRVFTUT w τϥϯβΫγϣϯͷঢ়ଶ؅ཧ w "TZODISPOPVT3FQBJS w σʔλڝ߹ͷճආ

  44.   σʔλෆ੔߹Λम෮͢Δʢ*EFNQPUFOU3FRVFTUTʣ *EFNQPUFOUͱ͸ ɹႈ౳ੑ ΂͖ͱ͏͍ͤ ͷ͜ͱ ႈ౳ੑͱ͸ ɹಉ͡ૢ࡞ΛԿ౓܁Γฦͯ͠΋ɺಉ݁͡Ռ͕ಘΒΕΔ ΄΄͒ʔ

  45.   σʔλෆ੔߹Λम෮͢Δʢ*EFNQPUFOU3FRVFTUTʣ ͭ·Γ*EFNQPUFOU3FRVFTUTͱ͸ ͋ΔϦΫΤετΛԿճϦτϥΠͯ͠΋ɺৗʹ݁Ռ͸Ұॹʂ

  46.   σʔλෆ੔߹Λम෮͢Δʢ*EFNQPUFOU3FRVFTUTʣ ͭ·Γ*EFNQPUFOU3FRVFTUTͱ͸ ͋ΔϦΫΤετΛԿճϦτϥΠͯ͠΋ɺৗʹ݁Ռ͸Ұॹʂ ͸͍ɺ͜Ε͸༏উͰ͢

  47.   σʔλෆ੔߹Λम෮͢Δʢ*EFNQPUFOU3FRVFTUTʣ *EFNQPUFOU3FRVFTUTʹ͍ͭͯ ɾΫϥΠΞϯτ͕ϢʔβͷೖྗΛ΋ͱʹ*EFNQPUFODZ,FZΛੜ੒ ɾαʔό͸*EFNQPUFODZ,FZͰطଘͷσʔλͱॏෳ͠ͳ͍͔֬ೝ ɾಉҰͷ*EFNQPUFODZ,FZ͕ͳ͍৔߹͸৽ن࡞੒ɺ ɹɹಉҰͷ΋ͷ͕͋Δ৔߹͸σʔλ࡞੒͕੒ޭͷϨεϙϯεΛฦ͢

  48.   σʔλෆ੔߹Λम෮͢Δ w 8SJUF3FQBJS w ϦτϥΠ w ଟॏϦΫΤετͱಉҰੑ w

    *EFNQPUFOU3FRVFTUT w τϥϯβΫγϣϯͷঢ়ଶ؅ཧ w "TZODISPOPVT3FQBJS w σʔλڝ߹ͷճආ

  49.   σʔλෆ੔߹Λम෮͢ΔʢτϥϯβΫγϣϯͷঢ়ଶ؅ཧʣ Ͱ΋ੈͷதͷγεςϜ͸ ɹͦΜͳʹ୯७͡Όͳ͍͜ͱ͕ଟ͍ͷ͡Ό ɹɹɹྫ͑͹ʜ ͱ΄΄

  50.   σʔλෆ੔߹Λम෮͢ΔʢτϥϯβΫγϣϯͷঢ়ଶ؅ཧʣ όοΫΤϯυ ϑϩϯτΤϯυ αʔϏε" αʔϏε# %#ᶃ %#ᶄ ֎෦"1*

    %#ᶅ

  51.   σʔλෆ੔߹Λम෮͢ΔʢτϥϯβΫγϣϯͷঢ়ଶ؅ཧʣ ɾόοΫΤϯυ͸ႈ౳ੑΛ୲อ͢Δ࣮૷͕ඞཁ ɾҰॲཧશ͕ͯҰτϥϯβΫγϣϯ಺Ͱ ɹɹ׬ྃͤ͞ΒΕΕ͹͍͍͕ݱ࣮తͳ࣮૷Ͱ͸ͳ͍

  52.   σʔλෆ੔߹Λम෮͢ΔʢτϥϯβΫγϣϯͷঢ়ଶ؅ཧʣ όοΫΤϯυ ϑϩϯτΤϯυ αʔϏε" αʔϏε# %#ᶃ %#ᶄ ֎෦"1*

    %#ᶅ ˋ ˋ ˋ ʷʷ  ͘Β͍

  53.   σʔλෆ੔߹Λम෮͢ΔʢτϥϯβΫγϣϯͷঢ়ଶ؅ཧʣ ղܾࡦͱͯ͠ʜ ɾτϥϯβΫγϣϯΛΑΓཻ౓ͷࡉ͔͍୯Ґʹ෼ׂ ɾͦΕʹ߹ΘͤͯϦτϥΠͷ୯Ґ΋෼ׂ ɾͲͷॲཧ·ͰਐΜͩͷ͔ஈ֊తʹ؅ཧͰ͖Δʂ

  54.   σʔλෆ੔߹Λम෮͢ΔʢτϥϯβΫγϣϯͷঢ়ଶ؅ཧʣ όοΫΤϯυ ϑϩϯτΤϯυ αʔϏε" αʔϏε# %#ᶃ %#ᶄ ֎෦"1*

    %#ᶅ ˋ ˋ ˋ ʷʷ  ͘Β͍

  55.   σʔλෆ੔߹Λम෮͢Δ w 8SJUF3FQBJS w ϦτϥΠ w ଟॏϦΫΤετͱಉҰੑ w

    *EFNQPUFOU3FRVFTUT w τϥϯβΫγϣϯͷঢ়ଶ؅ཧ w "TZODISPOPVT3FQBJS w σʔλڝ߹ͷճආ

  56.   σʔλෆ੔߹Λम෮͢Δʢ"TZODISPOPVT3FQBJSʣ "TZODISPOPVTͱ͸ඇಉظͰ͋Δ ͭ·Γɺ ɾϦτϥΠΊͬͪΌ͚ͨ͠Ͳࠓ͸ແཧʂ ɾ΋͏ϦτϥΠͯ͠΋ҙຯͳ͍ͱݴΘΕ͔ͨΒ์ஔதʂ ͳॲཧΛޙ͔Βσʔλमਖ਼͢Δͷ͡Ό ͖ͬ͞τϥϯβΫγϣϯΛஈ֊తʹߦ͑ΔΑ͏ʹ͔ͨ͠Βͷ

  57.   σʔλෆ੔߹Λम෮͢Δʢ"TZODISPOPVT3FQBJSʣ όοΫΤϯυ ϑϩϯτΤϯυ αʔϏε" αʔϏε# %#ᶃ %#ᶄ ֎෦"1*

    %#ᶅ ඇಉظ࣮ߦʹ͸ ɾ"DUJWF+PC ɾ4JEFLJRͳͲ࢖͏

  58.   σʔλෆ੔߹Λम෮͢Δʢσʔλڝ߹ͷճආʣ ஫ҙ఺ ɾඇಉظͰߦ͏ॲཧͱɺγεςϜͷϝΠϯͷ ɹॲཧͰσʔλ͕ڝ߹͠ͳ͍Α͏ʹ͢Δ ɾόονॲཧ͕ෳ਺ճॲཧΛͯ͠΋େৎ෉ͳΑ͏ʹ͢Δ ɹ΋ͬͱ͍͑͹ɺόον͕ෳ਺ಉ࣮࣌ߦͷ৔߹Ͱ΋ʜ

  59.   σʔλෆ੔߹Λम෮͢Δʢσʔλڝ߹ͷճආʣ ͳͥͳΒʜ $MPVE4DIFEVMFSͷυΩϡϝϯτ Ͳͷ࣌఺Λͱͬͯ΋ಉ͡δϣϒͷෳ਺Πϯελϯε͕ಉ࣌ʹ࣮ߦ͞Εͳ͍Α͏ʹ͍ͯͩ͘͠͞ɻ·ͨɺ$MPVE4DIFEVMFS ͸ɺʮগͳ͘ͱ΋ճʯΛجຊʹॲཧΛߦ͏Α͏ઃܭ͞Ε͍ͯ·͢ɻͭ·Γɺδϣϒ͕εέδϡʔϧ͞ΕΔͱɺ$MPVE 4DIFEVMFS͸ͦͷδϣϒͷϦΫΤετΛগͳ͘ͱ΋ճ͸ૹ৴͠·͢ɻ·Εʹɺಉ͡δϣϒͷෳ਺ͷΠϯελϯε͕ϦΫ Τετ͞ΕΔՄೳੑ͕͋Γ·͢ɻ͜ͷͨΊϦΫΤετϋϯυϥ͸΂͖౳Ͱ͋Δඞཁ͕͋Γ·͢ɻ·ͨίʔυΛهड़͢Δࡍ ͸ɺ͜ͷΑ͏ͳঢ়ଶ͕ൃੜͨ͠৔߹ʹ༗֐ͳ෭࡞༻͕ൃੜ͠ͳ͍Α͏ʹ͢Δඞཁ͕͋Γ·͢ɻ

    ͱ͍͏͜ͱΒ͍͠ ͏Ή

  60.   ࠓ೔࿩͢͜ͱ w σʔλෆ੔߹ͷى͜Γͦ͏ͳέʔε w σʔλෆ੔߹Λम෮͢Δ w 8SJUF3FQBJS w

    "TZODISPOPVT3FQBJS w ͓ΘΓʹ

  61.   ͓ΘΓʹ ·ͱΊΔͱ ɾσʔλෆ੔߹Λճආɾमਖ਼͢ΔͷΊͬͪΌେม ɾͰ΋ॲཧΛ࣮֬ʹ࣮ߦ͍ͨ͠ͱ͖ʹ͸ඞཁͳ஌ࣝ ɾΘͨ͠͸ઋਓʹͳΓ͍ͨ ͏Ή

  62.   ͓ΘΓʹ ࢀߟࢿྉɿ IUUQTTZGNIBUFOBCMPHDPNFOUSZ  ˢࢲ͕ࠓ೔࿩ͨ͜͠ͱͷશ͕ͯ͜͜ʹॻ͍ͯ͋Γ·͢

  63. None