Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Environment and Scope rule in R
Search
Itoshi NIKAIDO
September 02, 2012
Programming
2
590
Environment and Scope rule in R
Learning Environment and Lexical Scope rule in R
Itoshi NIKAIDO
September 02, 2012
Tweet
Share
More Decks by Itoshi NIKAIDO
See All by Itoshi NIKAIDO
Opening Remarks HPC OPS 2nd (Shinagawa)
dritoshi
1
450
Dong X. et. al. "Modeling gene expression using chromatin features in various cellular contexts"
dritoshi
1
500
R Object
dritoshi
2
450
Other Decks in Programming
See All in Programming
CloudflareのChat Agent Starter Kitで簡単!AIチャットボット構築
syumai
2
500
基礎から学ぶ大画面対応(Learning Large-Screen Support from the Ground Up)
tomoya0x00
0
3.2k
Navigating Dependency Injection with Metro
zacsweers
3
2.5k
楽して成果を出すためのセルフリソース管理
clipnote
0
180
rage against annotate_predecessor
junk0612
0
170
チームのテスト力を鍛える
goyoki
3
610
今から始めるClaude Code入門〜AIコーディングエージェントの歴史と導入〜
nokomoro3
0
210
Android 16 × Jetpack Composeで縦書きテキストエディタを作ろう / Vertical Text Editor with Compose on Android 16
cc4966
2
250
テストコードはもう書かない:JetBrains AI Assistantに委ねる非同期処理のテスト自動設計・生成
makun
0
400
Namespace and Its Future
tagomoris
6
700
RDoc meets YARD
okuramasafumi
4
170
The Past, Present, and Future of Enterprise Java
ivargrimstad
0
390
Featured
See All Featured
The Web Performance Landscape in 2024 [PerfNow 2024]
tammyeverts
9
810
Into the Great Unknown - MozCon
thekraken
40
2k
Imperfection Machines: The Place of Print at Facebook
scottboms
268
13k
Scaling GitHub
holman
463
140k
Connecting the Dots Between Site Speed, User Experience & Your Business [WebExpo 2025]
tammyeverts
8
530
The Psychology of Web Performance [Beyond Tellerrand 2023]
tammyeverts
49
3k
Documentation Writing (for coders)
carmenintech
74
5k
How to Create Impact in a Changing Tech Landscape [PerfNow 2023]
tammyeverts
53
2.9k
Speed Design
sergeychernyshev
32
1.1k
Building Better People: How to give real-time feedback that sticks.
wjessup
368
19k
Learning to Love Humans: Emotional Interface Design
aarron
273
40k
Mobile First: as difficult as doing things right
swwweet
224
9.9k
Transcript
3ͷڥͱείʔϓ *UPTIJ/*,"*%0ESJUPTIJ!HNBJMDPN 1
3͕ͯ͢ΦϒδΣΫτ WFDUPS NBUSJY ؔ ͻͱͭͷΫϥεʹଐ͢Δ 2
ΦϒδΣΫτΛ্ॻ͖͞Εͨ͘ͳ͍ ؔΛݺͼग़͢ ύοέʔδΛಡΈࠐΉ 3
ͲͷΑ͏ͳ ΦϒδΣΫτ͕ར༻Մೳ͔ 4
-FYJDBMTDPQJOH ෳͷڥ͔ΒΦϒδΣΫτΛ୳͢ɾڥΛ࡞ ͢Δنଇ 5
FOWJSPONFOU ڥ 6
FOWJSPONFOU GSBNF FODMPTVSF 7
FOWJSPONFOU GSBNF FODMPTVSF TZNCPM㱻WBMVF lYz㱻 8
FOWJSPONFOU GSBNF FODMPTVSF ڥͷQPJOUFS Ͳͷڥͱ݁ͼ͍͍ͭͯΔͷ͔ 9
globalenv() .GlobalEnv baseenv() emptyenv() ... ... ͍ΘΏΔϫʔΫεϖʔε ίϯιʔϧεΫϦϓτ͔Βͷೖྗ͞ ΕͨΦϒδΣΫτ͕֨ೲ͞ΕΔ ※
ؔύοέʔδผ ڥͷߏ ઢܗͷπϦʔ 10
globalenv() R_GlobalEnv baseenv() base emptyenv() R_EmptyEnv ... ... search path:
ΦϒδΣΫτ Λݕࡧ͢Δڥͷॱং search() 4FBSDI1BUI ΦϒδΣΫτΛݕࡧ͢Δॱং 11
globalenv() R_GlobalEnv baseenv() base emptyenv() R_EmpltyEnv ... ... ϩʔυ͞ΕͨΦϒδΣΫτbase ͱ.GlobalEnvͷؒʹஔ͔ΕΔ
library() attach() 1BDLBHFσʔλ͕ϩʔυ͞ΕΔͱ MJCSBSZ ͱBUUBDI 12
globalenv() R_GlobalEnv baseenv() base emptyenv() R_EmpltyEnv ... ... ؔΛݺͼग़͢ ΫϩʔδϟʔڥΛݩʹڥ
(ධՁڥ)͕࡞ΒΕͯɺ 1൪ʹஔ͔ΕΔ ؔΛఆٛ͢Δͱ Ϋϩʔδϟڥ͕࡞ΒΕɺݺͼग़͞ΕΔͨͼʹධՁڥ͕ੜ͞ΕΔ ؔΛఆٛ͢Δ ͦͷڥΛؚΉڥ͕࡞ΒΕΔ = closure ڥ ͕ؔڥͱηοτʹͳ͍ͬͯΔͷͰɺؔࣗͷॴΛ͍ͬͯΔɻ R ͜ΕΛར༻ͯ͠ΦϒδΣΫτΛ୳͢ɻ ͜ͷΑ͏ͳείʔϓنଇͷ͜ͱΛ Lexical scope ͱݺͿ ͜ͷΑ͏ͳؔͷ͜ͱΛΫϩʔδϟؔͱݺͿ 13
globalenv() R_GlobalEnv baseenv() base emptyenv() R_EmpltyEnv ... ... ؔΛݺͼग़͢ ΫϩʔδϟʔڥΛݩʹڥ
(ධՁڥ)͕࡞ΒΕͯɺ 1൪ʹஔ͔ΕΔ ؔͷҾ͍ͭධՁ͞ΕΔͷ͔ DBMMCZWBMVFͱMB[ZFWBMVBUJPO ؔΛఆٛ͢Δ ͦͷڥΛؚΉڥ͕࡞ΒΕΔ = closure ڥ 1. ͕ؔݺͼग़͞ΕΔͱɺධՁڥͷҾϚονϯάنଇͰ ԾҾͱ࣮Ҿ͕র߹͞ΕΔ 2. ͕ؔධՁ͞ΕΔ 3. Ҿ͕ඞཁʹͳͬͨΒɺҾͰ༩͑ΒΕͨʹॳظԽ͞ΕΔ (ԆධՁ) ͜ͷͱ͖ͷϙΠϯλͰͳ͘ɺͦͷͷʹஔ͖มΘΔ (͠) (ԆධՁ༧ΦϒδΣΫτͰୡ͍ͯ͠Δ͕આ໌ΛׂѪ) 14
globalenv() R_GlobalEnv baseenv() base emptyenv() R_EmpltyEnv ... αʔνύεΛ੍ޚ͍ͨ͠ αʔνύεͷྫ֎తͳॲཧͰ͋Δ໊લۭؒΛར༻͢Δ 0.
ΦϒδΣΫτΛఏڙ͢Δύοέʔδ ͷ໊લۭؒ 1. Πϯϙʔτ͞ΕΦϒδΣΫτ 2. base ύοέʔδͷ໊લۭؒ 3. search path - ಉ໊ͷΦϒδΣΫτΛ۠ผ͢Δ - ΦϒδΣΫτͷΧϓηϧԽ Λ͢ΔͨΊͷྫ֎ = namespace 15
globalenv() R_GlobalEnv baseenv() base emptyenv() R_EmpltyEnv ... 3ͰڥΛૢ࡞͢Δ ڥͷใΛಘΔ search()
searchpaths() topenv() parent.env() ݕࡧ͢Δ environment(ls) ଘࡏͷ֬ೝ exists(“+”, env = baseenv()) ڥΛ࡞Δ e1 <- new.env() e1 16
baseenv() base emptyenv() R_EmpltyEnv 3ͰڥΛૢ࡞͢Δ ڥʹର͢Δมͷૢ࡞ # มΛׂΓͯΔ > assign("a",
1:10, envir = baseenv()) # ݕࡧ͢Δ > exists("a", envir = globalenv(), inherits = FALSE) [1] FALSE > exists("a", envir = baseenv(), inherits = FALSE) [1] TRUE # มΛݕࡧͯ͠ɺΛऔΓग़͢ > mget("a", envir = baseenv()) $a [1] 1 2 3 4 5 6 7 8 9 10 > get("a", envir = baseenv()) [1] 1 2 3 4 5 6 7 8 9 10 17
3Ͱ໊લۭؒΛૢ࡞͢Δ ໊લۭؒͷใΛಘΔɾύοέʔδͷมʹΞΫηε͢Δ # มʹΞΫηε͢Δ # Package::name # export() ͞Ε͍ͯΔؔ base::log
# Package:::name # export() ͞Ε͍ͯͳ͍ؔ library(“Package”) Package:::name # ؔΛద༻ eapply(env, FUN) # ໊લۭؒͷใ loadedNamespaces() # ໊લۭؒͷૢ࡞ loadNamespace(ns) unloadNamespace(ns) attachNamespace(ns) # ໊લۭؒͷ࡞ asNamespace(“name”) # ΤΫεϙʔτ namespaceExport(ns) 18
3ͰڥͲͷΑ͏ʹදݱ͞Ε͍ͯΔ͔ ࣮୯ͳΔMJTU R> e <- new.env() R> e <environment: 0x103186150>
R> e$a <- 1 R> e$b <- "hoge" R> e$b # ڥΛ list ʹ͢Δ R> as.list(e) $a [1] 1 $b [1] "hoge" 19
ڥࢀর͠ 3جຊతʹ͠Ͱ͋Δ͕ڥྫ֎ R> e <- new.env() R> e2 <- e
R> e <environment: 0x103186150> R> e2 <environment: 0x103186150> # ಉ͡ϙΠϯλΛ͍ͯ͞͠Δ R> e$a NULL # e2 ʹ a Λͭ͘Δ R> e2$a <- 1 R> e2$a 1 # ࢀর͠ͳͷͰe ʹ a ͕Ͱ͖͍ͯΔ R> e$a [1] 1 20
·ͱΊ ΦϒδΣΫτΛ্ॻ͖ͨ͘͠ͳ͔ͬͨ • R Lexical scope rule Ͱ͑ΔΦϒδΣΫτΛΔ͜ͱ͕Ͱ͖Δ • RڥʹΑͬͯ
Lexical scope Λୡ͍ͯͨ͠ • Ϣʔβ͕ڥΛ࡞Δ͜ͱͰείʔϓϧʔϧʹج͍ͨΦϒδΣΫτΛੜ ɾཧͰ͖Δ • NamespaceͰείʔϓϧʔϧͷྫ֎Λ࡞ΓɺϢʔβ͕ͦͷείʔϓൣғ ΛܾΊΔ͜ͱ͕Ͱ͖ΔɻRͰޙ͚ͷ࣮ͳͷͰࠓͰ༷͕एׯม Խத 21
ࢀߟࢿྉ จɺΦϯϥΠϯυΩϡϝϯτɺॻ੶ • Lexical Scope and Statistical Computing • The
R Language Definition • RϓϩάϥϛϯάϚχϡΞϧ • Rͷجૅͱϓϩάϥϛϯάٕ๏ 22