83 lines
2.4 KiB
R
83 lines
2.4 KiB
R
library(ggplot2)
|
|
library(dplyr, warn.conflicts = FALSE)
|
|
library(scales)
|
|
library(jsonlite)
|
|
library(viridis, warn.conflicts = FALSE)
|
|
library(stringr)
|
|
|
|
args = commandArgs(trailingOnly=TRUE)
|
|
|
|
# Set the input dataset if given in argv[1], or use "input" as default
|
|
if (length(args)>0) { input_file = args[1] } else { input_file = "input" }
|
|
|
|
df = jsonlite::stream_in(file(input_file), verbose=FALSE) %>%
|
|
|
|
jsonlite::flatten() %>%
|
|
|
|
select(unit,
|
|
config.nodes,
|
|
config.gitBranch,
|
|
config.granul,
|
|
config.iterations,
|
|
time,
|
|
total_time) %>%
|
|
|
|
rename(nodes=config.nodes,
|
|
gitBranch=config.gitBranch,
|
|
granul=config.granul,
|
|
iterations=config.iterations) %>%
|
|
|
|
# Remove the "garlic/" prefix from the gitBranch
|
|
mutate(branch = str_replace(gitBranch, "garlic/", "")) %>%
|
|
|
|
# Computations before converting to factor
|
|
mutate(time.iter = time / iterations) %>%
|
|
|
|
# Convert to factors
|
|
mutate(unit = as.factor(unit)) %>%
|
|
mutate(nodesFactor = as.factor(nodes)) %>%
|
|
mutate(gitBranch = as.factor(gitBranch)) %>%
|
|
mutate(granul = as.factor(granul)) %>%
|
|
mutate(iterations = as.factor(iterations)) %>%
|
|
mutate(unit = as.factor(unit)) %>%
|
|
|
|
# Compute median times
|
|
group_by(unit) %>%
|
|
mutate(median.time = median(time)) %>%
|
|
mutate(normalized.time = time / median.time - 1) %>%
|
|
mutate(log.median.time = log(median.time)) %>%
|
|
mutate(median.time.iter = median(time.iter)) %>%
|
|
ungroup()
|
|
|
|
dpi = 300
|
|
h = 6
|
|
w = 6
|
|
|
|
# ---------------------------------------------------------------------
|
|
|
|
p = ggplot(df, aes(x=granul, y=normalized.time)) +
|
|
geom_boxplot() +
|
|
geom_hline(yintercept=c(-0.01, 0.01), linetype="dashed", color="red") +
|
|
theme_bw() +
|
|
facet_wrap(branch ~ .) +
|
|
labs(x="granul", y="Normalized time",
|
|
title="Creams granularity: normalized time",
|
|
subtitle=input_file) +
|
|
theme(plot.subtitle=element_text(size=8))
|
|
|
|
ggsave("normalized.time.png", plot=p, width=w, height=h, dpi=dpi)
|
|
ggsave("normalized.time.pdf", plot=p, width=w, height=h, dpi=dpi)
|
|
|
|
# ---------------------------------------------------------------------
|
|
|
|
p = ggplot(df, aes(x=granul, y=time, color=branch)) +
|
|
geom_point(shape=21, size=3) +
|
|
geom_line(aes(y=median.time, group=branch)) +
|
|
theme_bw() +
|
|
labs(x="granul", y="Time (s)", title="Creams granularity: time",
|
|
subtitle=input_file) +
|
|
theme(plot.subtitle=element_text(size=8))
|
|
|
|
ggsave("time.png", plot=p, width=w, height=h, dpi=dpi)
|
|
ggsave("time.pdf", plot=p, width=w, height=h, dpi=dpi)
|