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[R] microbenchmark relative summary
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mbm_rel <- function(x, d, relname = NULL, relpos = 1, inverse = FALSE, reltime = TRUE, unit){ | |
## produces relative summaries from microbenchmark output ================ | |
## ---- arguments ---------------------------------------------------------- | |
## x a microbenchmark output object with two or more methods | |
## d number of rows to consider (in the order of rows of x) | |
## relname is name of metod for relative results | |
## relpos is the position of target metod for relative results relmethod/othermethod | |
## inverse = TRUE compute othermethods/relmethod or viceversa | |
## reltime, if true prints the time taken by the method, otherwise sets its values to 1 | |
## unit can be “ns”, “us”, “ms”, “s”, “t”, “hz”, “khz”, “mhz”, “eps”, “f” | |
## default unit same as object. see microbenchmark documentation | |
## -- author Giovanni Merola lsspaca@gmail.com ============================ | |
require(microbenchmark) | |
if (missing(unit)){ | |
p <- summary(x) | |
unit <- attr(p, "unit") | |
} | |
else | |
if(unit != "m"){ | |
p <- summary(x, unit = unit) | |
unit <- attr(p, "unit") | |
} | |
else{ | |
p <- summary(x, unit = "s") | |
p[,2:7] <- p[,2:7]/60 | |
unit <- "minutes" | |
} | |
## moves rel method on top | |
if (!is.null(relname)) | |
indt <- which(p$expr == relname) | |
else | |
indt <- relpos | |
if (indt > 1) | |
p <- p[ c(indt, (1:nrow(p))[-indt]), ] | |
n <- p$neval | |
rown <- as.character(p$expr) | |
p <- p[,-1] | |
first <- p[1, ] | |
p <- as.matrix(p) | |
if (missing(d)) | |
d <- nrow(p) | |
else | |
if(d > nrow(p)) | |
stop(paste("too many methods required, only", nrow(p), "available")) | |
else | |
p <- p[1:d, ] | |
p[2:d, ] <- t(t(p[2:d, ])/p[1, ]) | |
if (reltime == FALSE) | |
p[1, 1:6] <- 1 | |
rownames(p) <- rep(NA, d) | |
if (inverse == FALSE){ | |
p[ 2:d, 1:6]<- 1/p[ 2:d, 1:6] | |
rownames(p)[2:d] <- paste0(rown[1], "/", rown[2:d]) | |
} | |
else | |
rownames(p)[2:d] <- paste0(rown[2:d], "/", rown[1]) | |
if (reltime == TRUE) | |
rownames(p)[1] <- paste(rown[1], "time") | |
else | |
rownames(p)[1] <- rown[1] | |
p <- round(p , 3) | |
p[,7] <- n[1:d] | |
p <- as.data.frame(p) | |
attr(p, "unit") <- unit | |
cat("Unit: ", unit, "\n", sep = "") | |
return(p) | |
} |
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