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アプリ向け エラー・クラッシュ検知ツールの 運用品質について
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Hrioki Nakai
May 17, 2019
Technology
0
130
アプリ向け エラー・クラッシュ検知ツールの 運用品質について
2019年5月17日@第13回Ques
FROSK株式会社 仲井 裕紀
Hrioki Nakai
May 17, 2019
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Transcript
$POGJEFOUJBM ΞϓϦ͚ ΤϥʔɾΫϥογϡݕπʔϧͷ ӡ༻࣭ʹ͍ͭͯ '304,גࣜձࣾ Ҫ ༟ل ݄!ୈճ2VFT
$POGJEFOUJBM ձࣾհ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE ˙4NBSU#FBU ࠃ/PϦΞϧλΠϜΤϥʔݕղੳ
πʔϧ ΞϓϦͷ࣭Λվળ͠ɺސ٬ຬ ্ܧଓ61ΛਤΔπʔϧ ˙'304,גࣜձࣾ #%ʢ#VTJOFTT5P%FWFMPQFSTʣ ͱ͍͏ίϯηϓτͷͱɺ ΞϓϦ։ൃऀࢧԉπʔϧΛ։ൃఏڙ ݱࡏ ໊ $50 ΤϯδχΞɿ໊
$POGJEFOUJBM ࣗݾհ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE ϦΫϧʔτʹͯ৽نࣄۀͷ্ཱͪ͛ άϩʔεΛܦͯɺ͔Βݱ৬ɻ
αʔϏεΛ௨ͯ͠ಘͨΞϓϦͷάϩʔεख ๏ʹ͍ͭͯɺใఏڙΛଓ͚͍ͯΔ ೝఆεΫϥϜϓϩμΫτΦʔφʔ Ҫ ༟ل 4NBSU#FBUϓϩμΫτϚωʔδϟʔ
$POGJEFOUJBM ͓͢Δલఏͱͯ͠ ͪΐͬͱ͚ͩπʔϧͷհʂ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE
$POGJEFOUJBM ϦΞϧλΠϜݕ4NBSU#FBU͚ͩʂ ຊॳʂεϚϗΞϓϦͷϦΞϧλΠϜ Τϥʔݕɾղੳπʔϧ ΞϓϦ࣭ͷվળʹΑΔϢʔβຬ্Λڧྗʹαϙʔτ ෆ۩߹ͷૣظൃݟ σόοά։ൃͷޮԽ ΧελϚʔαϙʔτͷॆ࣮ ܧଓϨϏϡʔධՁ্
˞$1"վળɺ%"6্ͳͲʹؒతʹد༩ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE ! ! ! ࣍ճىಈ࣌ Ϋϥογϡൃੜʂ ΞϓϦআ ظ ϦΞϧλΠϜݕ 4NBSU#FBU͚ͩʂ
$POGJEFOUJBM 4NBSU#FBUΤϥʔΛݪҼผʹྨ͠ɺॊೈͳιʔτϑΟϧλ͕Մೳ ΤϥʔΛݪҼผʹྨ͠ൃੜճӨڹϢʔβʔͰιʔτ ΞϓϦόʔδϣϯ04όʔδϣϯɺσόΠεຖʹϑΟϧλՄೳ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE
ͲΕΛ͔ܾ͢Ίͯ ։ൃνʔϜʹڞ༗͢Δ͚ͩʂ
$POGJEFOUJBM ۀքॳ J04 "OESPJE྆ϓϥοτϑΥʔϜͷ ϝϞϦʔϦʔΫͷൃੜճϞχλϦϯάՄೳ $PQZSJHIU $ '304, *OD
"MM3JHIUT3FTFSWFE ΠϕϯτΩϟϯϖʔϯ࣌ͷ ҟৗऴྃ૿ՃݕՄೳ 4NBSU#FBUϝϞϦʔϦʔΫݕՄೳ
$POGJEFOUJBM ಋೖ࣮ ओཁେखΞϓϦɾήʔϜσϕϩούʔ༷ʹ͝ར༻͍͍͍ͨͩͯ·͢ɻ ಋೖΞϓϦ ΞϓϦ ݄ؒΞΫςΟϒϢʔβʔ ԯਓ ͋ͨΓͷΤϥʔݕग़
ສ݅Ҏ্ ͝ར༻اۀ༷ྫ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE େखήʔϜاۀ༷Λ࢝Ίɺ &$ɺ00ɺಈըͳͲ͞·͟·ͳΞϓϦʹ ͝ར༻͍͍͓ͨͩͯΓ·͢ɻ ৄ͘͠)1·Ͱ )
$POGJEFOUJBM ͳͥɺར༻ͯ͘͠ΕΔͷ͔ɻ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE ΫϥογϡΞϓϦӡӦʹ ωΨςΟϒͳӨڹ͕
ͨ͘͞Μ
$POGJEFOUJBM ͪΐͬͱ͚ͩσϞʂʂ མͪΔσϞ༻ͷෆ۩߹ΞϓϦ࡞͖ͬͯ·ͨ͠ʂ ͖ͬͱ͜͜Ͱ͘Β͍ʂ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE
$POGJEFOUJBM 4NBSU#FBUͷӡ༻࣭ʹ͍ͭͯ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE
$POGJEFOUJBM ຊɺ όοΫΤϯυ ΞϓϦ͚4%, ͷӡ༻࣭Λ͠·͢ $PQZSJHIU $ '304, *OD
"MM3JHIUT3FTFSWFE ࣭ཧαʔϏεͳΒͰͷӡ༻࣭ ΞϓϦ͚4BBTͰ͋Δͩ͜ΘΓͲ͜Ζ ˞վળதͳ෦Օॴ·ͩ·ͩ͋ΔͷͰ ͥͻΞυόΠε͍ͩ͘͞ʂ
$POGJEFOUJBM ӡ༻࣭ͰΩʔͱͳͬͯ͘Δͷ̎ͭ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE ͓٬͞Μͬͯ͘Εͳ͍ͷͰɺɺ αʔϏεΛ
ࢭΊͳ͍͜ͱ ੈͷதͷมԽ͕ૣ͍தͰɺɺ ސ٬ΞϓϦʹ Өڹ͕ͳ͍͜ͱ
$POGJEFOUJBM ӡ༻࣭ͰΩʔͱͳͬͯ͘Δͷ̎ͭ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE ͓٬͞Μͬͯ͘Εͳ͍ͷͰɺɺ αʔϏεΛ
ࢭΊͳ͍͜ͱ ੈͷதͷมԽ͕ૣ͍தͰɺɺ ސ٬ΞϓϦʹ Өڹ͕ͳ͍͜ͱ
$POGJEFOUJBM ӡ༻࣭ͰΩʔͱͳͬͯ͘Δͷ̎ͭ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE ͓٬͞Μͬͯ͘Εͳ͍ͷͰɺɺ αʔϏεΛ
ࢭΊͳ͍͜ͱ ੈͷதͷมԽ͕ૣ͍தͰɺɺ ސ٬ΞϓϦʹ Өڹ͕ͳ͍͜ͱ ෛ͚ͨ͘ͳ͍ʂ ฐࣾ$50ஊ
$POGJEFOUJBM ͓٬͞Μͬͯ͘Εͳ͍ͷͰɺɺαʔϏεΛࢭΊͳ͍͜ͱ αʔϏεͷঢ়ଶΛѲ͢Δ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE
$POGJEFOUJBM ৗʹαʔϏεΛࢭΊͨ͘ͳ͍͚Ͳɺϐϯν͋Γ·ͨ͠ɻɻ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE
αʔϏε։࢝ :+ʹΑΔങऩ ԯ."6ಥഁ ؖࠃࢢਐग़ ΤϥʔݕࡧߴԽ ! " " ! ΤϥʔਪҠ
$POGJEFOUJBM ΞϓϦʹͱͬͯॏཁͳλΠϛϯάʹ4NBSU#FBUͷෛՙϐʔΫ࿈ಈ͢Δ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE
αʔϏε։࢝ :+ʹΑΔങऩ ԯ."6ಥഁ ؖࠃࢢਐग़ ΤϥʔݕࡧߴԽ ! " " ! ΤϥʔਪҠ (8 ࢝ 04 VQEBUF
$POGJEFOUJBM ࢭΊͳ͍ͨΊʹ࡞ͬͨϚΠΫϩαʔϏεԽ͞Εͨߏ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE όοΫΤϯυɺͯ͢"84 •
ϚΠΫϩαʔϏεԽ • ϚωʔδυԽਐߦத ඇৗʹେྔͷίϯϙʔωϯτͷͨΊɺ αʔϏε҆ఆ͍͕͢͠ɺ શһ͕શͯΛѲ͢Δͷແཧɻ • ֤ίϯϙʔωϯτʹɺ d໊୲Λઃఆ • ো࣌ͷঢ়گͷڞ༗ରࡦ ୲͔Β͕ଟ͍
$POGJEFOUJBM ͻͱͰঢ়گ͕Θ͔ΔϞχλϦϯάͱΞϥʔτΛࣗࣾπʔϧͰ༻ҙ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE ৄࡉͳϞχλϦϯάγεςϜ •
֤ίϯϙʔωϯτͷঢ়ଶΛ͢ ͯࣗ࡞πʔϧٴͼ;BCCJYͰ ϞχλϦϯά IFBMUIZ VOIFBMUIZͳͲ ͠ةݥ͕͋Ε ͙͢ʹશһʹ௨ • ো࣌ϩάΛͬͨΓ͢Δ͜ ͱͳ͘ঢ়گͷѲ͕Մೳͱͳ Γૉૣ͍ରԠ͕Մೳʹ • 4MBDLʹΞϥʔτ͕ಧ͘Α͏ʹ ͯ͠ձࣾશһ͕ؾ͚ͮΔ ΈԽ
$POGJEFOUJBM ՝ݟ͖͑ͯ·ͨ͠ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE ϞχλϦϯάΞϥʔτͷ՝ •
ෆ҆ఆͳՕॴ͔ΒେྔʹΞϥʔτ͕ग़͍ͯΔ߹ ʹɺଞͷՕॴͷΞϥʔτ͕ຒΕͯ͠·͏ • )JHI %JTBTUFSͰྨ͍ͯͯ͠ຒΕΔ • ίϯϙʔωϯτ͕ଟ͘ɺΞϥʔτͷઃఆʹؔ͢Δٞ ͕ଟ͘ͳΓ͕ͪ ޮԽͰ͖Δํ๏͕͋Εڭ͍͑ͯͩ͘͞N @@ N
$POGJEFOUJBM ͓٬͞Μͬͯ͘Εͳ͍ͷͰɺɺαʔϏεΛࢭΊͳ͍͜ͱ ࣭վળΛߦ͍ଓ͚Δ͜ͱ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE
$POGJEFOUJBM ΤϯδχΞ໊ νʔϜͷମ੍Λ͚ͯৗʹόοΫΤϯυͷ࣭վળΛ࣮ࢪ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE ػೳՃ໊
ج൫վળ໊
$POGJEFOUJBM ࣮ٸͨͨ͠Ίʹɺෛՙ͕ग़ͯ·ͨ͠ɻɻ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE ڊେΞϓϦͩͱɺΤϥʔҰཡͷϑΟϧλʹ Ҏ্͔͔Δ͜ͱ͋Γ·ͨ͠ɻɻ
$POGJEFOUJBM ࣮ٸͨͨ͠Ίʹɺෛՙ͕ग़ͯ·ͨ͠ɻɻ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE ڊେΞϓϦͩͱɺΤϥʔҰཡͷϑΟϧλʹ Ҏ্͔͔Δ͜ͱ͋Γ·ͨ͠ɻɻ
͔͚ۙͯ͘ɺ ݕࡧ%#γεςϜͷϦϓϨΠε
$POGJEFOUJBM ࣮ٸͨͨ͠Ίʹɺෛՙ͕ग़ͯ·ͨ͠ɻɻ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE ڊେΞϓϦͩͱɺΤϥʔҰཡͷϑΟϧλʹ Ҏ্͔͔Δ͜ͱ͋Γ·ͨ͠ɻɻ
͔͚ۙͯ͘ɺ ݕࡧ%#γεςϜͷϦϓϨΠε ࢼݧ ಛʹੑೳࢼݧ ͷΛ͠·͢
$POGJEFOUJBM ݕࡧ%#γεςϜͷϦϓϨΠε $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE ϦϓϨΠεͷ֓ཁ
ݕࡧγεςϜΛ&MBTUJDTFBSDI &4 ʹϦϓϨΠε طଘ&4ͰύϑΥʔϚϯε͕ΓͣɺಠࣗϓϥάΠϯΛ։ൃ ੑೳࢼݧ Ұ෦ ຊ൪ͷഒͷෛՙঢ়گΛ࡞Γɺੑೳࢼݧνϡʔχϯά ࣗ࡞πʔϧΛ࡞͠ɺલޙͷੑೳࠩσʔλ߹ੑͷ֬ೝΛ࣮ࢪ
$POGJEFOUJBM ຊ൪ͷഒͷෛՙঢ়گΛ࡞Γɺੑೳࢼݧνϡʔχϯά $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE ࣌ෛՙςετͷͱ͖ͷʮ$MPVE8BUDIͷμογϡϘʔυʯ
• ෛՙπʔϧ-PDVTUͰ࣮ෛՙͷഒͷෛՙΛ͔͚ͯ ֤ίϯϙʔωϯτͷಈ࡞ͱՄ༻ੑΛݕূ • "84ɺେྔͷ༗ҙٛͳϝτϦΫεΛఏڙͯ͘͠ΕΔͨΊ ܭଌ݁ՌΛݩʹɺνϡʔχϯά͢Δ͜ͱ͕Ұ൪Πϯϑϥͷ্࣭ʹͭͳ͕Δ
$POGJEFOUJBM ࣗ࡞πʔϧΛ࡞͠ɺલޙͷੑೳࠩσʔλ߹ੑͷ֬ೝΛ࣮ࢪ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE ϦϓϨΠεલޙͰͷڥΛͭ༻ҙͯ͠ɺϦϓϨΠεલޙͷੑೳൺֱΛ࣮ࢪ
࡞ۀࣗ࡞πʔϧʹ࣮ͯࢪ ݁Ռ • ݩʑϨεϙϯε͕ૣ͍߹ʹ͓͍ͯɺएׯͷѱԽ͕ݟΒΕ͕ͨ ଟ͘ͷ߹ʹ͓͍ͯɺੑೳվળ͕ݟΒΕͨɻ
$POGJEFOUJBM ݕࡧ%#ϦϓϨΠεͷ࣭Λҡ࣋͢ΔͨΊʹؾΛ͚ͭͨ͜ͱ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE ͲΕ͚࣮ͩલʹҟৗܥఆͯ͠ઃܭͰ͖Δ͜ͱͱɺ ͦͷఆΛ͔ͬ͠Γπʔϧ
ͰධՁͰ͖Δ͜ͱ • ͔ͬ͠ΓൺֱઃܭΛ͢Δ • "84 ($1Θͣɺͯ͢ͷՄೳੑΛൺֱݕ౼ • མͱ݀͠ΛࣄલʹಡΜͰରԠ͓ͯ͘͠ • "84ͳΒɺͲͷϖʔδʹτϥϒϧγϡʔςΟϯάΨΠυ͕͋Δ • ෛՙςετඞͣ༻ಉ͔ͦΕҎ্ͷςετΛ͢Δ • ςετπʔϧʹΒͤΔɺπʔϧ͕ͳ͚Ε࡞ΔΛ੯͠·ͳ͍͜ͱɺ मਖ਼ͷͨͼʹ࣮ߦ͢Δ͜ͱͰݩ͕औΕΔ
$POGJEFOUJBM ӡ༻࣭ͰΩʔͱͳͬͯ͘Δͷ̎ͭ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE ͓٬͞Μͬͯ͘Εͳ͍ͷͰɺɺ αʔϏεΛ
ࢭΊͳ͍͜ͱ ੈͷதͷมԽ͕ૣ͍தͰɺɺ ސ٬ΞϓϦʹ Өڹ͕ͳ͍͜ͱ
$POGJEFOUJBM ӡ༻࣭ͰΩʔͱͳͬͯ͘Δͷ̎ͭ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE ͓٬͞Μͬͯ͘Εͳ͍ͷͰɺɺ αʔϏεΛ
ࢭΊͳ͍͜ͱ ੈͷதͷมԽ͕ૣ͍தͰɺɺ ސ٬ΞϓϦʹ Өڹ͕ͳ͍͜ͱ
$POGJEFOUJBM ੈͷதͷมԽ͕ૣ͍தͰɺɺސ٬ΞϓϦʹӨڹ͕ͳ͍͜ͱ ύϑΥʔϚϯεӨڹ͕ͳ͍͜ͱ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE
$POGJEFOUJBM 4%,ύϑΥʔϚϯεͷӨڹͳ͍͜ͱ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE SDK$%" '
#(& SDK$%" ! )* ͓٬͞ΜͷΞϓϦͷঢ়گ͕มΘͬͯ ύϑΥʔϚϯεӨڹͷͳ͍4%,͕ඞਢ
$POGJEFOUJBM Ͱɺͨ·ʹɺɺӨڹ͕ൃੜͯ͠͠·ͬͨ߹ɻɻ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE ಛఆ݅ʹ͓͍ͯɺը໘Ωϟϓνϟػ ೳͷ͍ͤͰɺΞϓϦ͕ΧΫͭ͘ͱ͍͏
ࣄ͕ൃੜ ݪҼɺඵ͝ͱʹΩϟϓνϟ͢Δύ ϑΥʔϚϯεͷྼԽ • ͷղ૾ͷ্ͱJ04͔Β Ωϟϓνϟ༻ͷ"1*ͷύϑΥʔϚϯ εѱԽ͕Өڹ͍ͯͨ͠ <༨ஊ>ձࣾͷ:BIPPΛ௨ͯ͡"QQMF ʹ͍߹Θͤߦ͕ͬͨɺղܾʹࢸΒ ͣɻɻ
$POGJEFOUJBM ࣗࣾͰͳΜͱ͔͢Δ͢Δ͔͠ͳ͍ɻ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE ΩϟϓνϟͷύϑΥʔϚϯεΛܭଌ͢ ΔͨΊͷΞϓϦΛࣗ࡞͠ɺύϑΥʔϚ
ϯεࢼݧΛ࣮ࢪ ର ͯ͢ͷºશΩϟϓνϟํࣜ ࣮ࢪํࣜ खಈܭଌ͠ɺ4QSFBETIFFUʹهࡌ ͷೖखํ๏ :BIPPͷି༩ ିग़αʔϏε
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$POGJEFOUJBM 4%,ύϑΥʔϚϯεࢼݧͷ՝ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE 4%,ύϑΥʔϚϯεࢼݧͷ՝ •
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$POGJEFOUJBM ސ٬ΑΓૣ֤͘ϓϥοτϑΥʔϜಈ͖ʹରԠ͢Δ͜ͱͰ͖Δ͜ͱ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE 4%,ͱͯ͠ରԠ͍ͯ͠Δ֤ϓ ϥοτϑΥʔϜͷಈ͖Λ
ৗʹ4MBDLͰࣗಈڞ༗͠ɺ ސ٬ΑΓૣ͍ରԠΛݕ౼ • ֤ϓϥοτϑΥʔϜͷಈ͖͕ ૣ͘ɺٸͳରԠ͕૿͖͑ͯͯ ͍ͨͨΊࣄલʹΕΔΈ Λߏங • "373͚ΞϓϦͳͲଟ༷ͳ ରԠ͕ඞཁʹ
$POGJEFOUJBM ·ͱΊ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE
$POGJEFOUJBM ·ͱΊ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE + B
+ αʔϏεΛࢭΊͳ͍͜ͱ • αʔϏεͷঢ়ଶΛѲ͢Δ͜ͱ • ࣭վળΛߦ͍ଓ͚Δ͜ͱ ސ٬ͷΞϓϦʹӨڹ͕ͳ͍͜ͱ • ύϑΥʔϚϯεӨڹ͕ͳ͍͜ͱ • ސ٬ΑΓૣ͘ ϓϥοτϑΥʔϜಈ͖ʹରԠͰ͖Δ͜ͱ
$POGJEFOUJBM ΞϓϦ࣭ɺΫϥογϡΛd͕ͨΓલͳ͕͖͍࣌ͯΔ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE ΞϓϦΛϦϦʔεͯ͠ऴΘΓͰͳ͘ ࣭ཧΛܧଓ͢Δ͜ͱ͕ʮͨΓલͳ࣌ʯʹ͓͍ͯ
4NBSU#FBUӡ༻্࣭͍͖͍ͤͯͨ͞ɻ
$POGJEFOUJBM ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠ʂ $PQZSJHIU $ '304, *OD "MM3JHIUT3FTFSWFE