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Rにおけるバージョン管理とプロジェクト運用 / rstudio-for-team
Uryu Shinya
April 13, 2019
Research
3
2.1k
Rにおけるバージョン管理とプロジェクト運用 / rstudio-for-team
Uryu Shinya
April 13, 2019
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Transcript
Uryu Shinya @u_ribo 5PLZP3 ʹ͓͚Δόʔδϣϯཧͱ ϓϩδΣΫτӡ༻
ʂઈࢍൃചதʂ ػցֶशͷͨΊͷಛྔΤϯδχΞϦϯά ͦͷݪཧͱ1ZUIPOʹΑΔ࣮ફ ຊɺ ݙຊ͋Γ·͢ https://twitter.com/smly/status/1098419169521917952 https://note.mu/kilometer/n/n16ed99686cd9
ػցֶशͱσʔλੳΛͬͯɺ ΈΜͳ͕সͬͯΒͤΔࣾձΛ࡞Δ ͜ͱΛతͱͯ͠Ϧϒʔτͨ͠ ࢄܕਓೳϦʔσΟϯά ΠϊϕʔγϣϯΧϯύχʔɻ ϗΫιΤϜʁ
ओ ʢݸਓʣੳνʔϜͰͷ3 34UVEJPΛͬͨ lඪ४తzͳϓϩδΣΫτͷӡ༻ํ๏Λհ (JUʹΑΔσʔλɺϑΝΠϧͷόʔδϣϯཧ %PDLFSΛͬͨνʔϜϝϯόʔؒͷڥ౷Ұ ͍ Ζ νʔϜͷͨΊͷ34UVEJP׆༻ज़
4PSSZ ͝ΊΜͳ 3 34UVEJP͕ϝΠϯ͡Όͳ͍ 3ʹݶΒͣɺ 1ZUIPO+VMJBͰݴ͑ΔΑ͏ͳ σʔλαΠΤϯςΟετɺػցֶशΤϯδχΞ ͚ͱ͍͏ΑΓɺٕज़دΓͳɻ ʮڞ௨ࣝʯͱͯ͠ʹ͚ͭͯ΄͍͠ɻ
νʔϜͷͨΊͷ34UVEJP׆༻ज़ ͍
Կͱ͋Ε3QSPKΛ༻ҙ͠Α͏ VTFUIJTDSFBUF@QSPKFDU 34UVEJPͷϝχϡʔ͔Β 'JMF/FX1SPKFDU ͘͠
3QSPKͷઃఆ l/P /P :FTzͰ͍֮͑ͯͩ͘͞ 5PPMT1SPKFDU0QUJPOT 34UVEJPͷ্ཱ͕ͪΓ͕ ͍Μ͚ͩͲʜ ͜Ε͕ͩͬͨΓ͢Δ
͏ͪͰ34UVEJP ͍ͬͯͳ͍ΜͰ͢ɻ ͢·Μͳɻ IFSFύοέʔδͰ ੋඇʂʂ hereύοέʔδͷಋೖͰϑΝΠϧࢀরͷύεͷΈΛղফ - cucumber flesh https://uribo.hatenablog.com/entry/2018/01/25/082000
ϓϩδΣΫτΛอक͢Δύοέʔδ ϧʔϧΛઃ͚Δ͜ͱͰ҆શΛอোʢᘳͰͳ͍ʣ IFSF MJOUS TUZMFS BTTFSUS FOTVSFS DPOqJDUFE ໊લۭؒͷিಥΛconflictedύοέʔδͰ͙ -
cucumber flesh https://uribo.hatenablog.com/entry/2018/09/29/103632 ΞαʔτΛͬͯݎ࿚ͳσʔλઃܭΛ͠Α͏DVDVNCFSqFTI IUUQTVSJCPIBUFOBCMPHDPNFOUSZ IFSFύοέʔδͷಋೖͰϑΝΠϧࢀরͷύεͷΈΛղফDVDVNCFSqFTI IUUQTVSJCPIBUFOBCMPHDPNFOUSZ υϒωζϛΈ͍ͨʹඒ͘͠ͳ\MJOUS^͍2JJUB IUUQTRJJUBDPNXBLVUFLBJUFNTCCFFFBBD
໋໊نଇɺίʔσΟϯάελΠϧ σϑΝΫτελϯμʔυʹै͏ͷ͕ϕλʔ ˠબͷػձΛݮΒ͢ ϑΝΠϧ໊ ΦϒδΣΫτ໊ ໊ؔ εωʔΫέʔε The tidyverse style
guide https://style.tidyverse.org/ ߟ͑Δ͜ͱଟ͍ʜ ύΠϓԋࢉࢠ
σΟϨΫτϦߏͷنଇ ਖ਼ղͳ͍͕νʔϜͰ߹ҙͰ͖ΔنଇΛ࡞Ζ͏ Wilson et al. (2017). Good enough practices in
scientific computing. PLOS http://doi.org/10.1371/journal.pcbi.1005510 ϑΝΠϧ໊Λ ૢ࡞ରʹ͢Δ͜ͱߟྀɻ ฒͼସ͑ ύλʔϯϚον
(JUʹΑΔσʔλɺϑΝΠϧͷόʔδϣϯཧ Ζ
ྛிྛࢿݯݱگथछผྸڃผ໘ੵσʔλ VTFUIJTVTF@DPVSTF lCJUMZUPLZPSVSJCPz XPSLqPX@FEB3 EBUBSBXEPXOMPBE@HFOLZP3 EBUBSBXQBSTF@HFOLZP3 ରͷΣϒϖʔδ͔ΒYMTϑΝΠϧΛμϯϩʔυ YMTϑΝΠϧΛಡΈࠐΈɺUJEZʹܗ ͷ࡞ۀΛϫʔΫϑϩʔʹΈࠐΉ
34UVEJPͷ(JU࿈ܞػೳ͕༏ल HJUίϚϯυඞཁʹԠ֮ͯ͑͡Α͏ 34UVEJPͰ͡ΊΔ(JUʹΑΔόʔδϣϯཧ2JJUB IUUQTRJJUBDPNVSJJUFNTCGFEFE (JUύωϧͷΞΠίϯ ʁ . % " $
3 HJUͷཧର֎ มߋ͕͋Δ আ͞Εͨ ཧରʹՃΘͬͨ ͜ͷଞʹ
ϑΝΠϧͷࠩΛ֬ೝ HJUίϚϯυඞཁʹԠ֮ͯ͑͡Α͏ আɺ্ॻ͖͞Εͨ༰ मਖ਼͞Εͨ༰
ཧରHJUJHOPSFͰཧ 3ϑΝΠϧ ϚʔΫμϯϑΝΠϧ ςΩετܗࣜͷσʔλ όΠφϦܗࣜͷσʔλ ͋·Γྑ͘ͳ͍ ྑ͍ ϑΝΠϧαΠζʹҙʂ .#Ҏ্ ΫϨσϯγϟϧͳใ
ྑ͘ͳ͍ Σϒ"1*ͷͨΊͷ3ύοέʔδ࡞ͷצॴ4QFBLFS%FDL IUUQTTQFBLFSEFDLDPNZVUBOOJIJMBUJPOVFCVBQJGBMTFUBNFGBMTFSQBUVLF[J[VPDIFOHGBMTFLBOTVP TMJEF ࣮ࡍΘ͔Γ͍͢ˣ
࡞ۀϫʔΫϑϩʔ ࠩΛ֬ೝ ίϛοτ ϓογϡ มߋ༰Λ ϦϞʔτϦϙδτϦʹө
εςʔδϯά
(JU)VCJTTVF׆༻ ͳΜͰهɾڞ༗͍ͨ͠ Կ͕ͩͬͨͷ͔ ͲͷΑ͏ʹղܾͨ͠ͷ͔ ࢼߦࡨޡͷϓϩηεΛؚΊͯ ಄ͷ֎ʹग़͢ https://github.com/uribo/maff_forest_stats/issues/3 ࣭͓͓ͪͯ͠Γ·͢ʂͰ͖ΕSFQSFYͬͯͶ!DVDVNCFSqFTI IUUQTVSJCPIBUFOBCMPHDPNFOUSZ
%PDLFSΛͬͨνʔϜϝϯόʔؒͷڥ౷Ұ
%PDLFS STUVEJPTFSWFSϕʔε SPDLFSϓϩδΣΫτͷΠϝʔδΛ͏ͷ͕٢ IUUQTIVCEPDLFSDPNVSPDLFS JOTUBMMSίϚϯυ JOTUBMM(JUIVCSίϚϯυ .3"/ͷTOBQTIPUΛར༻ ཧۭؒղੳͷͨΊͷύοέʔδΛؚΜͩίϯςφ $3"/ొࡁΈͷύοέʔδΛՃ (JU)VC্ͷύοέʔδΛՃ
⁞
EPDLFSDPNQPTF EPDLFSDPNQPTFVQ VQ EPXO CVJME IUUQTVSJCPIBUFOBCMPHDPNFOUSZ IUUQTVSJCPIBUFOBCMPHDPNFOUSZ
࡞ۀϫʔΫϑϩʔ EPDLFSΠϝʔδΛ Ϗϧυ %PDLFSpMFΛฤू 3ϑΝΠϧͱ Ұॹʹίϛοτ มߋ༰Λ
ϦϞʔτϦϙδτϦʹө ύοέʔδΛ Ճ
&OKPZ ࠓ͔Β܅ϗΫιΤϜʂ