R 计算大矩阵的平均值

R 计算大矩阵的平均值,r,r-bigmemory,R,R Bigmemory,我正在使用和包,特别是试图计算一个big.matrix对象的平均值。biganalytics的文档(例如,?biganalytics)建议,mean()应可用于big.matrix对象,但此操作失败: x <- big.matrix(5, 2, type="integer", init=0, + dimnames=list(NULL, c("alpha", "beta"))) x # An object of class "big.matrix" # Slot "address":

我正在使用和包,特别是试图计算一个
big.matrix
对象的平均值。biganalytics的文档(例如,
?biganalytics
)建议,
mean()
应可用于
big.matrix
对象,但此操作失败:

x <- big.matrix(5, 2, type="integer", init=0, 
+   dimnames=list(NULL, c("alpha", "beta")))
x
# An object of class "big.matrix"
# Slot "address":
# <pointer: 0x00000000069a5200>
x[,1] <- 1:5
x[,]
#      alpha beta
# [1,]     1    0
# [2,]     2    0
# [3,]     3    0
# [4,]     4    0
# [5,]     5    0
mean(x)
# [1] NA
# Warning message:
# In mean.default(x) : argument is not numeric or logical: returning NA
如果没有
mean()

# try it on something bigger
x = big.matrix(nrow=10000, ncol=10000, type="integer")
x[] <- c(1:(10000*10000))
mean(colmean(x))
# [1] 5e+07
mean(x[])
# [1] 5e+07
system.time(mean(colmean(x)))
#    user  system elapsed 
#    0.19    0.00    0.19 
system.time(mean(x[]))
#   user  system elapsed 
#   0.28    0.11    0.39 
#试试更大的
x=大矩阵(nrow=10000,ncol=10000,type=“integer”)

x[]OK-重新安装
biganalytics
似乎已修复此问题。 我现在有:

library("biganalytics")
x = big.matrix(10000,10000, type="integer")
for(i in 1L:10000L) { j = c(1L:10000L) ; x[i,] <- i*10000L + j }
mean(x)
# [1] 50010001
mean(x[,])
# [1] 50010001
mean(colmean(x))
# [1] 50010001
system.time(replicate(100, mean(x)))
#   user  system elapsed 
#  20.16    0.02   20.23 
system.time(replicate(100, mean(colmean(x))))
#   user  system elapsed 
#  20.08    0.00   20.24 
system.time(replicate(100, mean(x[,])))
#   user  system elapsed 
#  31.62   12.88   44.74 

能否提供您的
sessionInfo()
?我刚刚用R3.2.2安装了
bigmemory
biganalytics
,它工作正常。好的,重新安装
biganalytics
解决了这个问题。不确定那里出了什么问题。
library("biganalytics")
x = big.matrix(10000,10000, type="integer")
for(i in 1L:10000L) { j = c(1L:10000L) ; x[i,] <- i*10000L + j }
mean(x)
# [1] 50010001
mean(x[,])
# [1] 50010001
mean(colmean(x))
# [1] 50010001
system.time(replicate(100, mean(x)))
#   user  system elapsed 
#  20.16    0.02   20.23 
system.time(replicate(100, mean(colmean(x))))
#   user  system elapsed 
#  20.08    0.00   20.24 
system.time(replicate(100, mean(x[,])))
#   user  system elapsed 
#  31.62   12.88   44.74 
R version 3.1.0 (2014-04-10)
Platform: x86_64-w64-mingw32/x64 (64-bit)

locale:
[1] LC_COLLATE=English_United Kingdom.1252  LC_CTYPE=English_United Kingdom.1252    LC_MONETARY=English_United Kingdom.1252
[4] LC_NUMERIC=C                            LC_TIME=English_United Kingdom.1252    

attached base packages:
[1] stats     graphics  grDevices utils     datasets  methods   base     

other attached packages:
[1] biganalytics_1.1.12 biglm_0.9-1         DBI_0.3.1           foreach_1.4.2       bigmemory_4.5.8     bigmemory.sri_0.1.3

loaded via a namespace (and not attached):
[1] codetools_0.2-8 iterators_1.0.7 Rcpp_0.11.2