Created
May 6, 2016 15:57
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function caching function for R
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####~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ | |
### Cache (memoization) utilities | |
### | |
### Purpose | |
### * Functions to save the output of time consuming functions to memory and | |
### return results quickly if we already have the answers | |
### | |
### Notes: Standard usage would go like this | |
### FunctionName <- function(){ | |
### args <- c(as.list(environment()), list()) | |
### cached.result <- CheckCache("FunctionName", args) | |
### if(!is.null(cached.result)) return(cached.result) | |
### | |
### [body of function which produces "output" object] | |
### | |
### SaveCache(output, fn.name="FunctionName", args = args ) | |
### return(output) | |
### } | |
### | |
### Primary Creator(s): Sam Swift ([email protected]) | |
####~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ | |
library(digest) | |
if(!exists("cache")){ | |
cache <- new.env(parent = .GlobalEnv) | |
} | |
CheckCache <- function(fn.name, args, verbose = FALSE){ | |
hash <- paste(fn.name, digest(args), sep="_") | |
if(verbose) message(Sys.time(), " CheckCache, checking for ", hash) | |
if(exists(hash, envir=cache)){ | |
if(verbose) message(Sys.time(), " CheckCache, cache found, returning ", hash) | |
return(get(x=hash, envir = cache)) | |
} else { | |
message(Sys.time(), " CheckCache, no cache for ", hash) | |
return(NULL) | |
} | |
} | |
SaveCache <- function(obj, fn.name, args, verbose = FALSE){ | |
hash <- paste(fn.name, digest(args), sep="_") | |
assign(x = hash, value = obj, envir = cache) | |
message(Sys.time(), " SaveCache, saving ", hash) | |
return(exists(hash, envir= cache)) | |
} | |
UnCache <- function(fn.name = NULL, all = FALSE){ | |
if(all){ | |
rm(list = ls(envir = cache), envir = cache) | |
} else if(!is.null(fn.name)){ | |
rm(list = ls(envir = cache, | |
pattern = paste(fn.name,"_", sep="")), | |
envir = cache) | |
} else { | |
message(Sys.time(), " UnCache, nothing specified, so nothing uncached. Specify either a function name or set all = TRUE") | |
} | |
} |
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