由於R語言非常消耗內存,所以做較大數據的處理時需要增加內存空間,有以下種方式:
一、 在未開啟R之前,在cmd中,輸入下面指令
1 r −−max−mem− s i z e =4Gb
二、 在開啟R之后,可以使用memory.limit()函數,該函數中數據數字,就是申請內存的大小,以MB為單位
1 memory.limit(4096)
下面附上memory.limit()函數的文檔
memory.size {utils} | R Documentation |
Report on Memory Allocation
Description
memory.size
reports the current or maximum memory allocation of the malloc
function used in this version of R.
memory.limit
reports or increases the limit in force on the total allocation.
Usage
memory.size(max = FALSE) memory.limit(size = NA)
Arguments
max |
logical. If |
size |
numeric. If |
Details
Command-line flag --max-mem-size sets the maximum value of obtainable memory (including a very small amount of housekeeping overhead). This cannot exceed 3Gb on 32-bit Windows, and most versions are limited to 2Gb. The minimum is currently 32Mb.
If 32-bit R is run on most 64-bit versions of Windows the maximum value of obtainable memory is just under 4Gb. For a 64-bit versions of R under 64-bit Windows the limit is currently 8Tb.
Memory limits can only be increased.
Environment variable R_MAX_MEM_SIZE provides another way to specify the initial limit.
Value
Size in Mb (1048576 bytes), rounded to 0.01 Mb for memory.size
and rounded down for memory.limit
.
See Also
Memory-limits for other limits.
The rw-FAQ for more details and references.
Examples
memory.size() memory.size(TRUE) memory.limit()