Rにおけるバージョン管理とプロジェクト運用 / rstudio-for-team

Transcript

1. Uryu Shinya @u_ribo 5PLZP3
   
   
   ʹ͓͚Δόʔδϣϯ؅ཧͱ
   ϓϩδΣΫτӡ༻

2. ʂઈࢍൃചதʂ ػցֶशͷͨΊͷಛ௃ྔΤϯδχΞϦϯά
   ͦͷݪཧͱ1ZUIPOʹΑΔ࣮ફ ຊ೔ɺ
   ݙຊ͋Γ·͢ https://twitter.com/smly/status/1098419169521917952 https://note.mu/kilometer/n/n16ed99686cd9

3. ػցֶशͱσʔλ෼ੳΛ࢖ͬͯɺ
   ΈΜͳ͕সͬͯ฻ΒͤΔࣾձΛ࡞Δ ͜ͱΛ໨తͱͯ͠Ϧϒʔτͨ͠
   ෼ࢄܕਓ޻஌ೳϦʔσΟϯά
   ΠϊϕʔγϣϯΧϯύχʔɻ ϗΫιΤϜʁ

4. ओ୊ ʢݸਓ΍ʣ෼ੳνʔϜͰͷ3
   34UVEJPΛ࢖ͬͨ
   lඪ४తzͳϓϩδΣΫτͷӡ༻ํ๏Λ঺հ (JUʹΑΔσʔλɺϑΝΠϧͷόʔδϣϯ؅ཧ %PDLFSΛ࢖ͬͨνʔϜϝϯόʔؒͷ؀ڥ౷Ұ ͍ Ζ ͸ νʔϜͷͨΊͷ34UVEJP׆༻ज़

5. 4PSSZ ͝ΊΜͳ 3
   34UVEJP͕ϝΠϯ͡Όͳ͍ 3ʹݶΒͣɺ
   1ZUIPO΍+VMJBͰ΋ݴ͑ΔΑ͏ͳ࿩ σʔλαΠΤϯςΟετɺػցֶशΤϯδχΞ
   ޲͚ͱ͍͏ΑΓɺٕज़دΓͳ࿩୊ɻ
   ʮڞ௨஌ࣝʯͱͯ͠਎ʹ͚ͭͯ΄͍͠ɻ

6. νʔϜͷͨΊͷ34UVEJP׆༻ज़ ͍

7. Կ͸ͱ΋͋Ε3QSPKΛ༻ҙ͠Α͏ VTFUIJTDSFBUF@QSPKFDU 34UVEJPͷϝχϡʔ͔Β 'JMF
   Š
   /FX
   1SPKFDU  ΋͘͠͸ 

8. 3QSPKͷઃఆ l/P
   /P
   :FTz
   Ͱ͍֮͑ͯͩ͘͞ 5PPMT
   Š
   1SPKFDU
   0QUJPOT 34UVEJPͷ্ཱ͕ͪΓ͕
   ஗͍Μ͚ͩͲʜ ͜Ε͕໰୊ͩͬͨΓ͢Δ

9. ͏ͪͰ͸34UVEJP͸
   ࢖͍ͬͯͳ͍ΜͰ͢ɻ
   ͢·Μͳɻ IFSFύοέʔδͰ
   ੋඇʂʂ hereύοέʔδͷಋೖͰϑΝΠϧࢀরͷύε໰୊ͷ೰ΈΛղফ - cucumber flesh https://uribo.hatenablog.com/entry/2018/01/25/082000

10. ϓϩδΣΫτΛอक͢Δύοέʔδ ϧʔϧΛઃ͚Δ͜ͱͰ҆શΛอোʢ׬ᘳͰ͸ͳ͍ʣ IFSF MJOUS
    TUZMFS BTTFSUS
    FOTVSFS DPOqJDUFE ໊લۭؒͷিಥΛconflictedύοέʔδͰ๷͙ -

    cucumber flesh https://uribo.hatenablog.com/entry/2018/09/29/103632 ΞαʔτΛ࢖ͬͯݎ࿚ͳσʔλઃܭΛ͠Α͏
    
    DVDVNCFS
    qFTI
    
    IUUQTVSJCPIBUFOBCMPHDPNFOUSZ IFSFύοέʔδͷಋೖͰϑΝΠϧࢀরͷύε໰୊ͷ೰ΈΛղফ
    
    DVDVNCFS
    qFTI
    
    IUUQTVSJCPIBUFOBCMPHDPNFOUSZ υϒωζϛ
    Έ͍ͨʹ
    ඒ͘͠ͳ
    \MJOUS^
    ͍
    
    2JJUB
    
    IUUQTRJJUBDPNXBLVUFLBJUFNTCCFFFBBD

11. ໋໊نଇɺίʔσΟϯάελΠϧ σϑΝΫτελϯμʔυʹै͏ͷ͕ϕλʔ ˠબ୒ͷػձΛݮΒ͢ ϑΝΠϧ໊ ΦϒδΣΫτ໊ ؔ਺໊ εωʔΫέʔε The tidyverse style

    guide https://style.tidyverse.org/ ߟ͑Δ͜ͱ͸ଟ͍ʜ
    ύΠϓԋࢉࢠ

12. σΟϨΫτϦߏ੒ͷنଇ ਖ਼ղ͸ͳ͍͕νʔϜͰ߹ҙͰ͖ΔنଇΛ࡞Ζ͏ Wilson et al. (2017). Good enough practices in

    scientific computing. PLOS http://doi.org/10.1371/journal.pcbi.1005510 ϑΝΠϧ໊Λ
    ૢ࡞ର৅ʹ͢Δ͜ͱ΋ߟྀɻ ฒͼସ͑ ύλʔϯϚον

13. (JUʹΑΔσʔλɺϑΝΠϧͷόʔδϣϯ؅ཧ Ζ

14. ྛ໺ி
    ৿ྛࢿݯݱگ
    थछผྸڃผ໘ੵσʔλ VTFUIJTVTF@DPVSTF lCJUMZUPLZPSVSJCPz XPSLqPX@FEB3 EBUBSBXEPXOMPBE@HFOLZP3 EBUBSBXQBSTF@HFOLZP3 ର৅ͷ΢Σϒϖʔδ͔ΒYMTϑΝΠϧΛμ΢ϯϩʔυ YMTϑΝΠϧΛಡΈࠐΈɺUJEZʹ੔ܗ  ͷ࡞ۀΛϫʔΫϑϩʔʹ૊ΈࠐΉ

      

15. 34UVEJPͷ(JU࿈ܞػೳ͕༏ल HJUίϚϯυ͸ඞཁʹԠ֮ͯ͑͡Α͏ 34UVEJPͰ͸͡ΊΔ(JUʹΑΔόʔδϣϯ؅ཧ
    
    2JJUB
    
    IUUQTRJJUBDPNVSJJUFNTCGFEFE (JUύωϧͷΞΠίϯ ʁ . % " $

    3 HJUͷ؅ཧର৅֎ มߋ఺͕͋Δ ࡟আ͞Εͨ ؅ཧର৅ʹՃΘͬͨ ͜ͷଞʹ

16. ϑΝΠϧͷࠩ෼Λ֬ೝ HJUίϚϯυ͸ඞཁʹԠ֮ͯ͑͡Α͏ ࡟আɺ্ॻ͖͞Εͨ಺༰ मਖ਼͞Εͨ಺༰

17. ؅ཧର৅͸HJUJHOPSFͰ؅ཧ 3ϑΝΠϧ ϚʔΫμ΢ϯϑΝΠϧ ςΩετܗࣜͷσʔλ όΠφϦܗࣜͷσʔλ ͋·Γྑ͘ͳ͍ ྑ͍ ϑΝΠϧαΠζʹ஫ҙʂ
    
    .#Ҏ্ ΫϨσϯγϟϧͳ৘ใ

    ྑ͘ͳ͍ ΢Σϒ"1*ͷͨΊͷ3ύοέʔδ࡞੒ͷצॴ
    
    4QFBLFS
    %FDL
    
    IUUQTTQFBLFSEFDLDPNZVUBOOJIJMBUJPOVFCVBQJGBMTFUBNFGBMTFSQBUVLF[J[VPDIFOHGBMTFLBOTVP TMJEF ࣮ࡍΘ͔Γ΍͍͢ˣ

18. ࡞ۀϫʔΫϑϩʔ ࠩ෼Λ֬ೝ    ίϛοτ ϓογϡ มߋ಺༰Λ
    ϦϞʔτϦϙδτϦʹ൓ө 

    εςʔδϯά

19. (JU)VC
    JTTVF׆༻ ͳΜͰ΋ه࿥ɾڞ༗͍ͨ͠ Կ͕໰୊ͩͬͨͷ͔ ͲͷΑ͏ʹղܾͨ͠ͷ͔ ࢼߦࡨޡͷϓϩηεΛؚΊͯ ಄ͷ֎ʹग़͢ https://github.com/uribo/maff_forest_stats/issues/3
    
    ࣭໰͓଴͓ͪͯ͠Γ·͢ʂͰ͖Ε͹SFQSFY࢖ͬͯͶ
    !
    
    DVDVNCFS
    qFTI
    
    IUUQTVSJCPIBUFOBCMPHDPNFOUSZ

20. %PDLFSΛ࢖ͬͨνʔϜϝϯόʔؒͷ؀ڥ౷Ұ ͸

21. %PDLFS STUVEJP
    TFSWFSϕʔε SPDLFSϓϩδΣΫτͷΠϝʔδΛ࢖͏ͷ͕٢ IUUQTIVCEPDLFSDPNVSPDLFS JOTUBMMSίϚϯυ JOTUBMM(JUIVCSίϚϯυ .3"/ͷTOBQTIPUΛར༻ ஍ཧۭؒղੳͷͨΊͷύοέʔδΛؚΜͩίϯςφ $3"/ొ࿥ࡁΈͷύοέʔδΛ௥Ճ (JU)VC্ͷύοέʔδΛ௥Ճ

    ⁞   ⁠

22. EPDLFSDPNQPTF EPDLFSDPNQPTF
    VQ
    VQ
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    EPXO CVJME IUUQTVSJCPIBUFOBCMPHDPNFOUSZ IUUQTVSJCPIBUFOBCMPHDPNFOUSZ

23. ࡞ۀϫʔΫϑϩʔ EPDLFSΠϝʔδΛ
    Ϗϧυ    %PDLFSpMFΛฤू 3ϑΝΠϧͱ
    Ұॹʹίϛοτ มߋ಺༰Λ
    

    ϦϞʔτϦϙδτϦʹ൓ө  ύοέʔδΛ
    ௥Ճ

24. &OKPZ ࠓ೔͔Β܅΋ϗΫιΤϜʂ