2020年度リクルート新人ブートキャンプ エンジニアコースの講義資料です
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ॻ੶ΠϯλʔωοτͰ౸ୡՄೳͳใʹ͍ͭͯ͋·Γݴٴ͠·ͤΜɻͭ·ΓɺΞδϟΠϧͱ͔ΥʔλʔϑΥʔϧͱ͔ͦ͏͍͏͠·ͤΜɻࠓޙͷΤϯδχΞਓੜʹ͓͍ͯHOWʹৼΓճ͞Εͳ͍Α͏ʹɺͦͷલஈʹ͋Δେͳߟ͑ํʹ͍ͭͯͷߨٛʹͳΓ·͢ɻ
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طଘࣄۀʹ͓͚ΔϏδωεߏͷཧղ
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ΫϥΠΞϯτ༷͚ը໘ΞϧόΠτઌΛ୳͍ͯ͠ΔਓΞϧόΠτΛืू͍ͯ͠Δاۀطଘࣄۀʹ͓͚ΔϏδωεߏͷཧղ
ΫϥΠΞϯτ༷͚ը໘։ൃαΠτվળ αΠτվળٻਓใʹର͢ΔίϯόʔδϣϯϨʔτͷ্6*69ͷܧଓతվળʢԾઆݕূܕʣٻਓใͷग़ߘͷՃܝࡌظؒɺܝࡌܗࣜͷʹؔ͢Δ։ൃʢӦۀใ͋ΔͨΊܭըۦಈɺγοΧϦΧονϦʣطଘࣄۀʹ͓͚ΔϏδωεߏͷཧղ
ࣄۀߏͱΤϯδχΞϦϯά
4P3#JNPEBM*5 .PEF .PEFਖ਼໊ࣜশ 4ZTUFNPG3FDPSE 4P3 4ZTUFNPG&OHBHFNFOU 4P&దਖ਼جװܥɾצఆܥɺϛογϣϯΫϦςΟΧϧͳػೳɾγεςϜܾࡁγεςϜɺސ٬ཧਖ਼ղ͕ແ͍தɺॊೈʹมԽΛ͠ͳ͕ΒΓଓ͚Δඞཁ͕͋ΔػೳɾαʔϏεεϚϗΞϓϦɺΣϒαʔϏεͷϑϩϯτత৴པੑɺ҆ఆੑఆΊ༷ͨʹैͬͯ҆ఆੑ࣭Λ୲อ͠ͳ͕Β։ൃ͍ͯ͘͠ඞཁ͕͋Δढ़හੑɺϑΟʔυόοΫʹج͍͔ͮͯʹվળΛՃ͑ɺසൟʹϦϦʔε͢ΔՁɾධՁ අ༻ରޮՌɺίετ ച্ɺϒϥϯυɺ69Ξϓϩʔν ΥʔλʔϑΥʔϧɺ7NPEFMɺॏྔ**% ΞδϟΠϧɺϦʔϯɺΧϯόϯɺܰྔ**%ௐୡΤϯλʔϓϥΠζαϓϥΠϠʔɺظతͳऔҾ খ͍͞ɺ৽͍͠ϕϯμʔɺظؒͷऔҾϝϯόదਖ਼ ैདྷͷϓϩηεɺϓϩδΣΫτ͕ಘҙ ৽ͯ͘͠ෆ࣮֬ͳϓϩδΣΫτ͕ಘҙ৫จԽ ։ൃ෦ɾܭըܕ Ϗδωεˍ։ൃࠞࡏɾ୳ࡧܕαΠΫϧλΠϜ ϲ݄ ɺिؒ4P&ܭըܕγοΧϦΧονϦ୳ࡧܕ͞ɺॊೈ͞
ΫϥΠΞϯτ༷͚ը໘։ൃαΠτվળ αΠτվળٻਓใʹର͢ΔίϯόʔδϣϯϨʔτͷ্6*69ͷܧଓతվળʢԾઆݕূܕʣٻਓใͷग़ߘͷՃܝࡌظؒɺܝࡌܗࣜͷʹؔ͢Δ։ൃʢӦۀใ͋ΔͨΊܭըۦಈɺγοΧϦΧονϦʣ4P34P& 4P&
ΫϥΠΞϯτ༷͚ը໘։ൃαΠτվળ αΠτվળٻਓใʹର͢ΔίϯόʔδϣϯϨʔτͷ্6*69ͷܧଓతվળʢԾઆݕূܕʣٻਓใͷग़ͷՃܝࡌظؒɺܝࡌܗࣜͷʹؔ͢Δ։ൃʢӦۀใ͋ΔͨΊܭըۦಈɺγοΧϦΧονϦʣ4P34P& 4P&͔ͬ͠Γ͔ͬͪΓܭըతʹ։ൃΛճ͢ॊೈʹԾઆݕূΛճ͢
ΤϯδχΞϦϯάʹΑΔࣄۀՁͷ࠷େԽʹ͚ͯ
ݕࡧ݅ೖྗը໘ݕࡧ݁ՌҰཡը໘ৄࡉը໘ Ԡืը໘ޱίϛ4&04&.&5$αʔϏετοϓը໘JG JTԠื\^ޱίϛ4&04&.&5$ܝࡌٻਓใԠืར༻ऀ ΫϥΠΞϯτ$73վળλϯϫʔΫʹ͓͚Δ6*69ԾઆݕূྲྀೖࣄۀՁࣄۀՁܝࡌྉ
ػೳUI/UXࣄۀՁ(ΞΫγϣϯɺetc)Ͱͳ͍ɻࣄۀՁΛ͏Έͩ͢ஔͰ͋Δɻͭ·ΓɺϦϦʔε͢Δ·ͰԿՁΛ͏Έͩ͞ͳ͍ɻΘΕΔ͜ͱͰࣄۀՁʹม͞Ε͍ͯ͘ɻͦͷͨΊɺϦϦʔεޙʹ҆ఆతʹࣄۀՁΛ͏Έ͚ͩͭͮ͠Δ͜ͱ͕େࣄɻ※ϦϦʔεຖʹ࣮֬ʹՁ͕ੵΈ্͕ΔΘ͚Ͱͳ͍͕ɺઆ໌Λγϯϓϧʹ͢ΔͨΊʹҎԼͷΑ͏ʹදݱ͍ͯ͠ΔɻNowաڈ ະདྷ։ൃͯ͠ະདྷʹੵΈ্͛Δࢿ࢈ࣄۀՁ(KPIɺetc)աڈʹ։ൃͯ͠ੵΈ্͛ͨࢿ࢈ϦϦʔεϦϦʔεϦϦʔεϦϦʔε༧ఆϦϦʔε༧ఆॳظ։ൃΤϯϋϯεΤϯϋϯεΤϯϋϯεΤϯϋϯε࣌ؒ
ػೳUI/UXࣄۀՁ(ΞΫγϣϯɺetc)Ͱͳ͍ɻࣄۀՁΛ͏Έͩ͢ஔͰ͋Δɻͭ·ΓɺϦϦʔε͢Δ·ͰԿՁΛ͏Έͩ͞ͳ͍ɻΘΕΔ͜ͱͰࣄۀՁʹม͞Ε͍ͯ͘ɻͦͷͨΊɺϦϦʔεޙʹ҆ఆతʹࣄۀՁΛ͏Έ͚ͩͭͮ͠Δ͜ͱ͕େࣄɻ※ϦϦʔεຖʹ࣮֬ʹՁ͕ੵΈ্͕ΔΘ͚Ͱͳ͍͕ɺઆ໌Λγϯϓϧʹ͢ΔͨΊʹҎԼͷΑ͏ʹදݱ͍ͯ͠ΔɻNowաڈ ະདྷ։ൃͯ͠ະདྷʹੵΈ্͛Δࢿ࢈ࣄۀՁ(KPIɺetc)աڈʹ։ൃͯ͠ੵΈ্͛ͨࢿ࢈ϦϦʔεϦϦʔεϦϦʔεϦϦʔε༧ఆϦϦʔε༧ఆॳظ։ൃΤϯϋϯεΤϯϋϯεΤϯϋϯεΤϯϋϯε࣌ؒͳͷͰɺάϥϑͷ໘ੵΛ࠷େԽ͢Δ͜ͱ͕ࣄۀߩݙ͍ͯ͠Δঢ়ଶΛ͢͞ɻ੨͍ଠઢΑΓ͍ଠઢͷ΄͏͕ϦΫϧʔτͷࣄۀߩݙ͕ߴ͍ɻ
Nowաڈ ະདྷ։ൃͯ͠ະདྷʹੵΈ্͛Δࢿ࢈ࣄۀՁ(KPIɺetc)աڈʹ։ൃͯ͠ੵΈ্͛ͨࢿ࢈ϦϦʔεϦϦʔεϦϦʔεϦϦʔε༧ఆϦϦʔε༧ఆॳظ։ൃΤϯϋϯεΤϯϋϯεΤϯϋϯεΤϯϋϯε͜ͷࣄۀՁΛ͏Έͩ͢ஔͷੑೳΛ্͛ΔͨΊʢੵΛ࠷େԽʣʹग़དྷΔ͜ͱجຊతʹҎԼɻᶃՁ͕ੜ·ΕΔ·Ͱͷ࣌ؒΛ͘͢Δɻᶄੜ·ΕΔՁΛ্͛Δɻʢ։ൃʣᶅোͰՁΛ͏Ίͳ͘ͳ͍ͬͯΔ෦ͷ࠷খԽɻᶆকདྷൃੜ͢Δᶅͷࢭɻʢ҆ఆՔಇʣᶄޮՌΛ্͛Δᶃ͘͢ΔᶅՁΛ͏Ίͳ͘ͳ͍ͬͯΔ෦ͷ࠷খԽᶆະདྷͷՁᆝଛͷࢭᶅᶆ࣌ؒ
Nowաڈ ະདྷ։ൃͯ͠ະདྷʹੵΈ্͛Δࢿ࢈ࣄۀՁ(KPIɺetc)աڈʹ։ൃͯ͠ੵΈ্͛ͨࢿ࢈ϦϦʔεϦϦʔεϦϦʔεϦϦʔε༧ఆॳظ։ൃΤϯϋϯεᶃΤϯϋϯεᶄΤϯϋϯεᶅΤϯϋϯεᶆٕज़తෛ࠴ͱԿ͔ɻࣄۀՁΛ͏Έͩ͢·ͰͷϦʔυλΠϜͱ͍͏ଆ໘͔ΒΈΔͱҎԼͷཧղɻجຊతʹٕज़తෛ࠴࠶ͼෛ࠴͕ຒΊࠐ·Εͨίʔυʹདྷͨͱ͖ʢมߋɺௐࠪɺetcʣʹඞཁҎ্ͷɺݴ͍͑ΔͱϦʔυλΠϜΛѱԽͤ͞ΔͷͰ͋Δɻྫ͑ɺҎԼͷΤϯϋϯεᶃʹͯHoge.method()ʹຒΊࠐΜͰ͠·ٕͬͨज़తෛ࠴ɺΤϯϋϯεᶅʹͯΤϯϋϯεظؒΛѱԽͤ͞Δ࡞༻͕͋ΔɻϦϑΝΫλϦϯά͜ΕΛআڈ͢ΔߦҝͰ͋ΓɺϦʔυλΠϜվળʹد༩͢Δ߹͋Δɻ࣌ؒHoge.method()Hoge.method()ಉ͡نײͷΤϯϋϯεͰ͋ͬͨʹ͠ΖɺΤϯϋϯεᶅΑΓ࡞ۀ͕ൃੜͯ͠͠·͏
Nowաڈ ະདྷ։ൃͯ͠ະདྷʹੵΈ্͛Δࢿ࢈ࣄۀՁ(KPIɺetc)աڈʹ։ൃͯ͠ੵΈ্͛ͨࢿ࢈ϦϦʔεϦϦʔεϦϦʔεϦϦʔε༧ఆॳظ։ൃΤϯϋϯεᶃΤϯϋϯεᶄΤϯϋϯεᶆٕज़తෛ࠴ͱԿ͔ɻ৽ͨʹ৽Λ࣮͢Δ߹ʹɺ֤छαϒγεςϜؒʹ͓͚Δσʔλ࿈ܞͷͨΊͷόονΛ࡞Δ͜ͱ͕ଟ͍ɻ͔͠͠ͳ͕Β૬ޓʹґଘ͢Δόονੑೳ͕ѱ͍ίʔυ͕ࣄલʹຒΊࠐ·Εͬͯ͠·ͬͨ߹ɺ੍ݶ࣌ؒʢೖߘ͔Βཌேͷܝࡌ·Ͱͷ༛༧࣌ؒʣʹॲཧ͕ऴΘΒͤΔ͜ͱ͕ग़དྷͣɺ৽ΛՃग़དྷͳ͍߹͕͋Δɻ݁Ռͱͯ͠ࣄۀՁΛ͜ΕҎ্ੵΈ্͛Δ͜ͱ͕ग़དྷͳ੍͍ʹͳΔɻ࣌ؒϦιʔε৯͍ਚ͘͢όον͕ࠐ·ΕΔΤϯϋϯεᶅࣄۀՁΛੵΈ্͛ΒΕͳ͍
Nowաڈ ະདྷ։ൃͯ͠ະདྷʹੵΈ্͛Δࢿ࢈ࣄۀՁ(KPIɺetc)աڈʹ։ൃͯ͠ੵΈ্͛ͨࢿ࢈ϦϦʔεϦϦʔεϦϦʔεϦϦʔε༧ఆॳظ։ൃΤϯϋϯεDevOpsͱԿ͔ɻDevOpsߴ࣭ΛอͪͭͭɺγεςϜʹมߋΛίϛοτ͔ͯ͠Βɺͦͷมߋ͕ຊ൪γεςϜʹΈࠐ·ΕΔ·Ͱͷ࣌ؒΛॖ͢Δ͜ͱΛతͱͨ͠Ұ࿈ͷ࣮ફͰ͋ΔɻCI/CDͷ׆༻ɺࢹʹΑΔૣظݕɺΠϯϑϥίʔυԽɺetcɺϑΟʔυόοΫϧʔϓΛߴͰճ͢͜ͱͰͷίϯηϓτ͕ࣄۀՁʹͳΔ·ͰͷϦʔυλΠϜͷॖʹد༩͢Δ׆ಈͦͷͷͰ͋Δɻ࣌ؒΤϯϋϯεΤϯϋϯεΤϯϋϯεᶃFrom concept To CashͷϦʔυλΠϜݮᶅোͷૣظݕᶅ
Nowաڈ ະདྷ։ൃͯ͠ະདྷʹੵΈ্͛Δࢿ࢈ࣄۀՁ(KPIɺetc)աڈʹ։ൃͯ͠ੵΈ্͛ͨࢿ࢈ϦϦʔεϦϦʔεϦϦʔεϦϦʔε༧ఆॳظ։ൃΞδϟΠϧͱԿ͔ɻࣄۀՁͷ࣠ͰݟΔͱɺখ͘͞ՁΛੵΈ্͍͛ͯ͘։ൃࢥɻখ͞ͳϩοτͷ։ൃΛ܁Γฦ͠ҰఆͷϖʔεͰߦ͍ɺҰఆͷϖʔεͰϦϦʔε͍ͯ͘͜͠ͱͰϑΟʔυόοΫϧʔϓΛߴʹճ͢ͻͱͭͷߟ͑ํɻૣظʹࣦഊͰ͖ΔͨΊʹɺखΓίετΛ࠷খԽ͍ͯ͠Δɻޙड़͢ΔϑϩʔޮʹಛԽ͍ͯ͠ΔɻΑ͘ΥʔλʔϑΥʔϧͱఢରؔͰड़ΒΕΔ͜ͱ͕ଟ͍͕ɺຊ࣭తʹɺHow Little OR How MuchͲͪΒͷΓํ͕ࣄۀεϧʔϓοτΛ্͛ΒΕΔ͔Ͱ͔͠ͳ͍ͷͰɺޮͷΑ͍Α͏ʹΕΑ͍ͱࢥ͏ɻ࣌ؒΤϯϋϯεΤϯϋϯεϦϦʔεϦϦʔεϦϦʔεϦϦʔε༧ఆϦϦʔε༧ఆϦϦʔε༧ఆΤϯϋϯεΤϯϋϯεΤϯϋϯεΤϯϋϯεΤϯϋϯεΤϯϋϯεΤϯϋϯε
ΤϯδχΞϦϯάʹΑΔࣄۀՁͷ࠷େԽʹ͚ͯ৽نࣄۀͷ߹
ࢀೖࢢ ઓུ ϓϩμΫτཁ݅ ڝ૪छผ ։ൃελΠϧ ։ൃମ੍৽نࢢ ΦʔιυοΫεͳސ٬։ൃ࡞Δͷ͕Θ͔Βͳ͍ڝ૪ͳ͠ ୳ࡧܕ ॊೈ͞ʹಛԽͨ͠։ൃମ੍طଘࢢ ڝ߹ͱઓ͏ɾϑΥϩϫʔઓུɾಉ࣭Խઓུ࡞Δͷ͕໌֬ͨΓલ࣭ͷظߴ͍ڝ߹Ͱ࣮ূ͞Εͨػೳͷ࣮ੑೳڝ૪ʹͳΔͨΊɺܦӦࢿݯͷԼྔউෛʹͳΔʢܦӦͷίϛοτେࣄʣڝ߹ྼҐղফͷͨΊͷػೳ։ൃΛܭըతʹͳΓ͍͢ߴ࣭ߴػೳܭըۦಈʹಛԽͨ͠։ൃମ੍Ͱɺ͍͖ͬʹશ෦ΓΛ࡞ͬͨ΄͏͕ޮ͕ྑ͍طଘࢢ ڝ߹ͱઓΘͳ͍ࢢͷ࠶ηάϝϯτԽɾχονԽ(ྫ:αΧθϯ)ɾίετԽ(ྫ:LCC)͔Βͷސ٬։ൃ࡞Δͷ͕͏ͬ͢ΒΈ͍͑ͯΔڝ૪ͳ͠ڝ૪͋ͬͯউऀ͍ͳ͍୳ࡧܕ ॊೈ͞ʹಛԽͨ͠։ൃମ੍ΫϩʔϯࢢίϐʔΩϟοτ ࡞Δͷ͕໌֬ ڝ૪ͳ͠ ػೳΛܭըతʹ ܭըۦಈʹಛԽͨ͠։ൃମ੍৽نࢀೖࢢʹ͓͚ΔϏδωεෆ࣮֬ੑͱ։ൃελΠϧ
ࢀೖࢢ ઓུ ϓϩμΫτཁ݅ ڝ૪छผ ։ൃελΠϧ ։ൃମ੍৽نࢢ ΦʔιυοΫεͳސ٬։ൃ࡞Δͷ͕Θ͔Βͳ͍ڝ૪ͳ͠ ୳ࡧܕ ॊೈ͞ʹಛԽͨ͠։ൃମ੍طଘࢢ ڝ߹ͱઓ͏ɾϑΥϩϫʔઓུɾಉ࣭Խઓུ࡞Δͷ͕໌֬ͨΓલ࣭ͷظߴ͍ڝ߹Ͱ࣮ূ͞Εͨػೳͷ࣮ੑೳڝ૪ʹͳΔͨΊɺܦӦࢿݯͷԼྔউෛʹͳΔʢܦӦͷίϛοτେࣄʣڝ߹ྼҐղফͷͨΊͷػೳ։ൃΛܭըతʹͳΓ͍͢ߴ࣭ߴػೳܭըۦಈʹಛԽͨ͠։ൃମ੍Ͱɺ͍͖ͬʹશ෦ΓΛ࡞ͬͨ΄͏͕ޮ͕ྑ͍طଘࢢ ڝ߹ͱઓΘͳ͍ࢢͷ࠶ηάϝϯτԽɾχονԽ(ྫ:αΧθϯ)ɾίετԽ(ྫ:LCC)͔Βͷސ٬։ൃ࡞Δͷ͕͏ͬ͢ΒΈ͍͑ͯΔڝ૪ͳ͠ڝ૪͋ͬͯউऀ͍ͳ͍୳ࡧܕ ॊೈ͞ʹಛԽͨ͠։ൃମ੍ΫϩʔϯࢢίϐʔΩϟοτ ࡞Δͷ͕໌֬ ڝ૪ͳ͠ ػೳΛܭըతʹ ܭըۦಈʹಛԽͨ͠։ൃମ੍େ͖ͳاۀ͜ͷઓ͍ํ͕ଟ͍৽نࢀೖࢢʹ͓͚ΔϏδωεෆ࣮֬ੑͱ։ൃελΠϧ
ࢀೖࢢ ઓུ ϓϩμΫτཁ݅ ڝ૪छผ ։ൃελΠϧ ։ൃମ੍৽نࢢ ΦʔιυοΫεͳސ٬։ൃ࡞Δͷ͕Θ͔Βͳ͍ڝ૪ͳ͠ ୳ࡧܕ ॊೈ͞ʹಛԽͨ͠։ൃମ੍طଘࢢ ڝ߹ͱઓ͏ɾϑΥϩϫʔઓུɾಉ࣭Խઓུ࡞Δͷ͕໌֬ͨΓલ࣭ͷظߴ͍ڝ߹Ͱ࣮ূ͞Εͨػೳͷ࣮ੑೳڝ૪ʹͳΔͨΊɺܦӦࢿݯͷԼྔউෛʹͳΔʢܦӦͷίϛοτେࣄʣڝ߹ྼҐղফͷͨΊͷػೳ։ൃΛܭըతʹͳΓ͍͢ߴ࣭ߴػೳܭըۦಈʹಛԽͨ͠։ൃମ੍Ͱɺ͍͖ͬʹશ෦ΓΛ࡞ͬͨ΄͏͕ޮ͕ྑ͍طଘࢢ ڝ߹ͱઓΘͳ͍ࢢͷ࠶ηάϝϯτԽɾχονԽ(ྫ:αΧθϯ)ɾίετԽ(ྫ:LCC)͔Βͷސ٬։ൃ࡞Δͷ͕͏ͬ͢ΒΈ͍͑ͯΔڝ૪ͳ͠ڝ૪͋ͬͯউऀ͍ͳ͍୳ࡧܕ ॊೈ͞ʹಛԽͨ͠։ൃମ੍ΫϩʔϯࢢίϐʔΩϟοτ ࡞Δͷ͕໌֬ ڝ૪ͳ͠ ػೳΛܭըతʹ ܭըۦಈʹಛԽͨ͠։ൃମ੍େ͖ͳاۀ͜ͷઓ͍ํ͕ଟ͍1ݸͣͭVࣈϞσϧ։ൃෳ·ͱΊͯVࣈϞσϧ։ൃ1ݸͣͭVࣈϞσϧ։ൃෳ·ͱΊͯVࣈϞσϧ։ൃ৽نࢀೖࢢʹ͓͚ΔϏδωεෆ࣮֬ੑͱ։ൃελΠϧ
طଘࢢʹ͓͍ͯಉ࣭ԽઓུͰઌߦऀ͕Γ։͍ͨࢢΛృΓସ͑ʹߦ͘ύλʔϯҎԼͷ։ൃελΠϧʹͳΔ͜ͱ͕ଟ͍ɻ͢Ͱʹग़དྷ্͕ͬͨࢢͰ͋Δ͜ͱ͔Βސ٬ʹड͚ೖΕΒΕΔϕʔεͷཁ͕݅ߴ͍ɻ͜ΕػೳͰ͋ͬͨΓ࣭Ͱ͋ͬͨΓࢢʹΑΓ༷ʑͰ͋ΔɻͦͷͨΊɺޙ͍Ͱࢢࢀೖ͢ΔͨΊɺઌߦऀʹҰؾʹ͍ͭ͘ඞཁ͕͋Δɻಉ࣭Խͨ͠ࡍʹɺՁ֨Խͷੑೳڝ૪ʹͳΔɻΫϩʔϯࢢʹ߈ΊΔࡍɺ΄΅ಉ͡าΈʹͳΔɻNowաڈ ະདྷ։ൃͯ͠ະདྷʹੵΈ্͛Δࢿ࢈ࣄۀՁ(KPIɺetc)աڈʹ։ൃͯ͠ੵΈ্͛ͨࢿ࢈ϦϦʔεϦϦʔεϦϦʔε༧ఆϦϦʔε༧ఆॳظ։ൃΤϯϋϯεΤϯϋϯεΤϯϋϯε࣌ؒॳظ։ൃ͕େ͖ΊͳϓϩδΣΫτ։ൃʢࢢઌߦऀʹΑΓػೳཁ͕݅໌֬Ͱ͋ΔͨΊʣࢢ͕ड͚ೖΕͯ͘ΕΔͨΓલϨϕϧͷՁ
Nowաڈ ະདྷ։ൃͯ͠ະདྷʹੵΈ্͛Δࢿ࢈ࣄۀՁ(KPIɺetc)աڈʹ։ൃͯ͠ੵΈ্͛ͨࢿ࢈ϦϦʔεϦϦʔεϦϦʔεϦϦʔε༧ఆॳظ։ൃ࣌ؒΤϯϋϯεΤϯϋϯεϦϦʔεϦϦʔεϦϦʔεϦϦʔε༧ఆϦϦʔε༧ఆϦϦʔε༧ఆΤϯϋϯεΤϯϋϯεΤϯϋϯεΤϯϋϯεΤϯϋϯεΤϯϋϯεΤϯϋϯε৽نࢢطଘࢢͷ࠶ηάϝϯτԽઓུͷ߹ɺجຊతʹϚʔέοτͷෆ࣮֬ੑʹରቂ͢Δ͜ͱʹͳΔɻ͜ͷ߹ٻΊΒΕΔ։ൃελΠϧෆ࣮֬ੑͷϦεΫΛ࠷খԽ͍ͯ͘͠ελΠϧͰ͋Δɻݴ͍͑ΔͳΒɺେ͖͘ϑϧεΠϯά͢ΔͷͰͳ͘ɺখࣦ͘͞ഊͱֶͼΛ܁Γฦ͢Γ͔ͨɻͭ·ΓɺҎԼͷΑ͏ʹɺϏδωεԾઆΛՄೳͳݶΓҼղ͠ͻͱͭͣͭԾઆݕূΛճ͍ͯ͘͠ɻ
ࣄۀՁͷੵ࠷େԽΛ࣮ݱ͢ΔͨΊͷ֓೦
Nowաڈ ະདྷ։ൃͯ͠ະདྷʹੵΈ্͛Δࢿ࢈ࣄۀՁ(KPIɺetc)աڈʹ։ൃͯ͠ੵΈ্͛ͨࢿ࢈ϦϦʔεϦϦʔεϦϦʔεϦϦʔε༧ఆϦϦʔε༧ఆॳظ։ൃΤϯϋϯεΤϯϋϯεΤϯϋϯεΤϯϋϯε͜ͷࣄۀՁΛ͏Έͩ͢ஔͷੑೳΛ্͛ΔͨΊʢੵΛ࠷େԽʣʹग़དྷΔ͜ͱجຊతʹҎԼɻᶃՁ͕ੜ·ΕΔ·Ͱͷ࣌ؒΛ͘͢Δɻᶄੜ·ΕΔՁΛ্͛Δɻʢ։ൃʣᶅোͰՁΛ͏Ίͳ͘ͳ͍ͬͯΔ෦ͷ࠷খԽɻᶆকདྷൃੜ͢Δᶅͷࢭɻʢ҆ఆՔಇʣᶄޮՌΛ্͛Δᶃ͘͢ΔᶅՁΛ͏Ίͳ͘ͳ͍ͬͯΔ෦ͷ࠷খԽᶆະདྷͷՁᆝଛͷࢭᶅᶆ࣌ؒઢͰғΜͩ෦ͷ໘ੵΛ࠷େԽ͍͖͍ͯͨ͠
Nowաڈ ະདྷ։ൃͯ͠ະདྷʹੵΈ্͛Δࢿ࢈ࣄۀՁ(KPIɺetc)աڈʹ։ൃͯ͠ੵΈ্͛ͨࢿ࢈ϦϦʔεϦϦʔεϦϦʔεϦϦʔε༧ఆϦϦʔε༧ఆॳظ։ൃΤϯϋϯεΤϯϋϯεΤϯϋϯε͜ͷࣄۀՁΛ͏Έͩ͢ஔͷੑೳΛ্͛ΔͨΊʢੵΛ࠷େԽʣʹग़དྷΔ͜ͱجຊతʹҎԼɻᶃՁ͕ੜ·ΕΔ·Ͱͷ࣌ؒΛ͘͢Δɻᶄੜ·ΕΔՁΛ্͛Δɻʢ։ൃʣᶅোͰՁΛ͏Ίͳ͘ͳ͍ͬͯΔ෦ͷ࠷খԽɻᶆকདྷൃੜ͢Δᶅͷࢭɻʢ҆ఆՔಇʣᶄޮՌΛ্͛ΔᶅՁΛ͏Ίͳ͘ͳ͍ͬͯΔ෦ͷ࠷খԽᶆະདྷͷՁᆝଛͷࢭᶅᶆ࣌ؒᶃ͘͢ΔϦϦʔε༧ఆϦϦʔε༧ఆෳͷཁ݅Λ·ͱΊͯ։ൃͯͨ͠ͷΛ1ݸͣͭ։ൃͯ͠ϦϦʔεͯ͠ΈΔ
Nowաڈ ະདྷ։ൃͯ͠ະདྷʹੵΈ্͛Δࢿ࢈ࣄۀՁ(KPIɺetc)աڈʹ։ൃͯ͠ੵΈ্͛ͨࢿ࢈ϦϦʔεϦϦʔεϦϦʔεϦϦʔε༧ఆϦϦʔε༧ఆॳظ։ൃΤϯϋϯεΤϯϋϯεΤϯϋϯε͜ͷࣄۀՁΛ͏Έͩ͢ஔͷੑೳΛ্͛ΔͨΊʢੵΛ࠷େԽʣʹग़དྷΔ͜ͱجຊతʹҎԼɻᶃՁ͕ੜ·ΕΔ·Ͱͷ࣌ؒΛ͘͢Δɻᶄੜ·ΕΔՁΛ্͛Δɻʢ։ൃʣᶅোͰՁΛ͏Ίͳ͘ͳ͍ͬͯΔ෦ͷ࠷খԽɻᶆকདྷൃੜ͢Δᶅͷࢭɻʢ҆ఆՔಇʣᶄޮՌΛ্͛ΔᶅՁΛ͏Ίͳ͘ͳ͍ͬͯΔ෦ͷ࠷খԽᶆະདྷͷՁᆝଛͷࢭᶅᶆ࣌ؒᶃ͘͢ΔϦϦʔε༧ఆϦϦʔε༧ఆࣄۀՁࠜઇߏΛͱΔͨΊࣄۀՁͷ໘ੵ͕૿͑Δ߹͕͋Δɻ
͜ΕΒΛ࣮ݱ͢ΔͨΊͷ֓೦ʢͷ͏ͪͷ͍͔ͭ͘ʣɾϑϩʔޮੑɺϦιʔεޮੑɾ੍݅ཧʢToCʣɾτϤλੜ࢈ํࣜʢTPSʣ
Ϧιʔεޮੑͱϑϩʔޮੑ
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ͭͷϦιʔεΛՔಇ͕ʹͳΔ·Ͱ͢ΔྫɾϚϧνλεΫɾେ͖ͳΥʔλʔϑΥʔϧܕ։ൃ" # $3FTPVSDFྲྀΕΔର ϦιʔεՔಇɿ࡞ۀ࣌ؒΛߜΓग़͢ྔΛ࠷େԽϦιʔεʹϑΥʔΧε͢ΔྲྀΕΔର ྲྀΕΔରϦιʔεޮੑ
ϑϩʔޮੑ" " " " "" " " " "" " " " "# # # ## # # ## # # #$ $ $$ $ $$ $ $݄ɹՐɹਫɹɹۚ ݄ɹՐɹਫɹɹۚ ݄ɹՐɹਫɹɹۚϦϦʔε·ͰͷϦʔυλΠϜXϦϦʔε·ͰͷϦʔυλΠϜX"ػೳɺ#ػೳɺ$ػೳͷ࣮ͦΕͧΕਓ͔͔Δ߹"""# ## ## #ಉ࣌ʹΔ͜ͱΛͻͱͭʹ͢ΔͱϓϩμΫτ͕Ϣʔβʹಧ͘·ͰͷϦʔυλ͘ͳΔɻ͔͠͠ɺશһ͕ಉ͜͡ͱΛΔͨΊɺҰ࣌తʹख͕࣋ͪͳ͘ͳΔਓ͢ΔͨΊϦιʔεͷՔಇԼ͕Δɻʢ"͚ͩͰΈΔͱτʔλϧՔಇଟ͍
"3FTPVSDFྲྀΕΔରྲྀΕΔରʢλεΫʣ͕ಘΒΕΔϦιʔεͷ࣌ؒΛ࠷େԽ͢ΔྲྀΕΔରʹϑΥʔΧε͢Δ3FTPVSDF 3FTPVSDFྫɾϖΞϓϩάϥϛϯάϞϒϓϩάϥϛϯάɾΫϩεϑΝϯΫγϣφϧνʔϜɾγεςϜোൃੜ࣌ͷಈ͖ϑϩʔޮੑ
Ϧιʔεޮੑͱϑϩʔޮੑ" " " " " " " " " " " " " " "#$#$#$#$#$#$#$#$#$#$#$#$#$#$#$" " " " "" " " " "" " " " "# # # # ## # # # ## # # # #$ $ $ $ $$ $ $ $ $$ $ $ $ $݄ɹՐɹਫɹɹۚ ݄ɹՐɹਫɹɹۚ ݄ɹՐɹਫɹɹ݄ۚɹՐɹਫɹɹۚ ݄ɹՐɹਫɹɹۚ ݄ɹՐɹਫɹɹۚϦϦʔε·ͰͷϦʔυλΠϜXϦϦʔε·ͰͷϦʔυλΠϜXϦϦʔε·ͰͷϦʔυλΠϜXϦϦʔε·ͰͷϦʔυλΠϜXϦϦʔε·ͰͷϦʔυλΠϜXϦϦʔε·ͰͷϦʔυλΠϜX"ػೳɺ#ػೳɺ$ػೳͷ࣮ͦΕͧΕਓ͔͔Δ߹ʮϦιʔεޮੑʯ͕ྑ͍ʢྫʣՔಇɺϦιʔεʹ༡ͼ͕ແ͍ʮϑϩʔޮੑʯ͕ྑ͍ʢྫʣػೳϦϦʔε·ͰͷϦʔυλΠϜͷ͞
Ϧιʔεޮͱϑϩʔޮͷؔ
ϦιʔεޮͱϑϩʔޮτϨʔυΦϑͷؔʹͳΓ͍͢େن։ൃͷΑ͏ͳେྔͷͷΛҰׅͰυϯʂͱϦϦʔε͢Δจ຺ʢϦιʔεޮ͕ࢧ͢ΔύϥμΠϜʣϖΞϓϩάϥϛϯά͍ͨ͠Ͱ͢ʂʢޮՌɿϑϩʔޮΞοϓʣਓͰಉ͜͡ͱͬͨΒɺޮʹམͪΔͩΖʂ٫ԼʂʢޮՌɿϦιʔεޮμϯʣ ΤϯδχΞࢯҒ͍ਓࢯ
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ϦιʔεޮͱϑϩʔޮͷϏδωεඪʹର͢ΔޮՌɾӨڹ
Nowաڈ ະདྷ։ൃͯ͠ະདྷʹੵΈ্͛Δࢿ࢈ࣄۀՁ(KPIɺetc)աڈʹ։ൃͯ͠ੵΈ্͛ͨࢿ࢈ϦϦʔεϦϦʔεϦϦʔεϦϦʔε༧ఆϦϦʔε༧ఆॳظ։ൃΤϯϋϯεΤϯϋϯεΤϯϋϯε͜ͷࣄۀՁΛ͏Έͩ͢ஔͷੑೳΛ্͛ΔͨΊʢੵΛ࠷େԽʣʹग़དྷΔ͜ͱجຊతʹҎԼɻᶃՁ͕ੜ·ΕΔ·Ͱͷ࣌ؒΛ͘͢Δɻᶄੜ·ΕΔՁΛ্͛Δɻʢ։ൃʣᶅোͰՁΛ͏Ίͳ͘ͳ͍ͬͯΔ෦ͷ࠷খԽɻᶆকདྷൃੜ͢Δᶅͷࢭɻʢ҆ఆՔಇʣᶄޮՌΛ্͛ΔᶅՁΛ͏Ίͳ͘ͳ͍ͬͯΔ෦ͷ࠷খԽᶆະདྷͷՁᆝଛͷࢭᶅᶆ࣌ؒᶃ͘͢ΔϦϦʔε༧ఆϦϦʔε༧ఆ
TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFLTUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL$73$73 ച্PS,1*ച্PS,1*SFMFBTF"#$TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFLTUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFLϏδωεՁͱϦιʔεޮੑॏࢹͷ։ൃελΠϧ"#$ϏδωεՁͱϑϩʔޮੑॏࢹͷ։ൃελΠϧ
TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFLTUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL$73$73 ച্PS,1*ച্PS,1*SFMFBTF"#$TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFLTUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL"#$ֶΜͰ͍ͳ͍ظؒՔ͍Ͱ͍ͳ͍ظֶؒΜͰ͍ͳ͍ظؒՔ͍Ͱ͍ͳ͍ظؒΦʔόʔϔουͰएׯ߹ܭՔಇ૿͑ΔϏδωεՁͱϦιʔεޮੑॏࢹͷ։ൃελΠϧϏδωεՁͱϑϩʔޮੑॏࢹͷ։ൃελΠϧෳͷ࣮ݧΛಉ࣌ʹΔͱΔ
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TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFLTUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL$73$73 ച্PS,1*ച্PS,1*SFMFBTF"#$TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFLTUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFLϏδωεՁͱϦιʔεޮੑॏࢹͷ։ൃελΠϧ"#$ϏδωεՁͱϑϩʔޮੑॏࢹͷ։ൃελΠϧϦʔυλΠϜϦʔυλΠϜ
TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL$73 ച্PS,1*TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL"#$όοΫΤϯυΤϯδχΞϑϩϯτΤϯδχΞϓϩμΫτΦʔφʔސ٬ঝೝϨϏϡʔ༷֬ೝ"1*։ൃ "1*։ൃ'SPOU։ൃσϓϩΠͪ ͪͪςετςετϏδωεՁͱϑϩʔޮੑॏࢹͷ։ൃελΠϧ
TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL$73 ച্PS,1*TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL"#$όοΫΤϯυΤϯδχΞϑϩϯτΤϯδχΞϓϩμΫτΦʔφʔސ٬ঝೝϨϏϡʔ༷֬ೝ"1*։ൃ "1*։ൃ'SPOU։ൃσϓϩΠͪ ͪͪςετςετϏδωεՁͱϑϩʔޮੑॏࢹͷ։ൃελΠϧϦʔυλΠϜϦʔυλΠϜॖΤϯδχΞϦϯάʹΑͬͯ-5Λॖ͍ͨ͠
ϦʔυλΠϜϓϩηελΠϜ 15 Ϝμސ٬ͷՁΛ࡞Γग़͍ͯ͠Δ࣌ؒ ՁΛ࡞͍ͬͯͳ͍࣌ؒઃܭίʔσΟϯάϏϧυͪखΓঝೝͪ
ϜμΛݮΒ͠ޮԽ͢Δ)08ୡ
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Ϗδωεݕ౼ ཁ݅ఆٛ ઃܭ ࣮ ςετ ϦϦʔεϦʔυλΠϜϓϩηελΠϜ 15 Ϝμ
TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL$73 ച্PS,1*TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL"#$ϑϩʔޮΛॏࢹͯ͠։ൃͨ͠߹ຖճϦάϨογϣϯςετΛखಈͰΔͷͩΔ͍͠ɺΦʔόʔϔουେ͖͗͢ɻͩͬͨΒෳ·ͱΊͯҰճͰςετͨ͠΄͏͕ޮ͕ྑ͍→ϦιʔεޮͷύϥμΠϜʹΓ͍ͨݸྲྀ͠Λࢤ͢Δͱ࠷ॳʹൃੜ͢Δน
TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL$73 ച্PS,1*TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL"#$ϑϩʔޮΛॏࢹͯ͠։ൃͨ͠߹ຖճϦάϨογϣϯςετΛखಈͰΔͷͩΔ͍͠ɺΦʔόʔϔουେ͖͗͢ɻͩͬͨΒෳ·ͱΊͯҰճͰςετͨ͠΄͏͕ޮ͕ྑ͍→ϦιʔεޮͷύϥμΠϜʹΓ͍ͨݸྲྀ͠Λࢤ͢Δͱ࠷ॳʹൃੜ͢Δนςετίʔυ͔͚͍͍ͷͰʁ
TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL$73 ച্PS,1*TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL"#$ϑϩʔޮΛॏࢹͯ͠։ൃͨ͠߹ຖճϦάϨογϣϯςετΛखಈͰΔͷͩΔ͍͠ɺΦʔόʔϔουେ͖͗͢ɻͩͬͨΒෳ·ͱΊͯҰճͰςετͨ͠΄͏͕ޮ͕ྑ͍→ϦιʔεޮͷύϥμΠϜʹΓ͍ͨݸྲྀ͠Λࢤ͢Δͱ࠷ॳʹൃੜ͢Δนςετίʔυ͔͚͍͍ͷͰʁ ϝιου୯Ґ͕େ͖͗͢Δ͠ɺςετίʔυॻ͘ͳΒϦϑΝΫλϦϯά͠ͳ͍ͱͱΜͰͳ͍ςετίʔυʹͳΔͰɺϦϑΝΫλϦϯά࣭ͯ͠୲อͰ͖Δؾ͕͠ͳ͍
ςετίʔυ͕ॻ͖ʹ͍͘ߏʹରͯ͠ɺϦϑΝΫλϦϯάΛߦ͑ΔΑ͏ʹ͢ΔͨΊͷE2EͷඋʢUIΛআ͘E2Eʹ͓͚Δ࣭୲อʣɹ↓ϦϑΝΫλϦϯάˍςετίʔυɹ↓ը໘ΛؚΉE2EςετʢUIؚΉʣϦϑΝΫλϦϯά͕͍͠ঢ়ଶ͔Βͷࣗಈςετઓུ
SQLͷI/ORequestͷI/OίʔυΧόϨοδը໘ͷ6*มߋैΛҙਤతʹࣺͯͨ&&ςετج൫JSONSQLͷI/ORequestͷI/OίʔυΧόϨοδJSONRequestͷॱ࣮࣍ߦ݁ՌશI/OͷDiffͷͨΊAssertతͳͷແ͠VIEWVIEWDiffmasterͷιʔείʔυ։ൃதbranchͷιʔείʔυCIཧը໘લࠩݟΔͨΊ࣮࣍ߦಉ͡dmpσʔλAPIͷI/OAPIsAPIͷI/OAPIs
TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL$73 ച্PS,1*TUXFFL OEXFFL SEXFFL UIXFFL UIXFFL UIXFFL UIXFFL"#$ϑϩʔޮΛॏࢹͯ͠։ൃͨ͠߹ݸྲྀ͠Λࢤ͢Δͱ࠷ॳʹൃੜ͢Δน2िؒαΠΫϧͷ։ൃʹ͓͍ͯϦάϨογϣϯςετ͕࣌ؒ3→45
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