forked from rarias/bscpkgs
94 lines
3.1 KiB
R
94 lines
3.1 KiB
R
library(ggplot2)
|
|
library(dplyr, warn.conflicts = FALSE)
|
|
library(scales)
|
|
library(jsonlite)
|
|
library(viridis, warn.conflicts = FALSE)
|
|
|
|
# Load the arguments (argv)
|
|
args = commandArgs(trailingOnly=TRUE)
|
|
if (length(args)>0) { input_file = args[1] } else { input_file = "input" }
|
|
|
|
df = jsonlite::stream_in(file(input_file), verbose=FALSE) %>%
|
|
jsonlite::flatten() %>%
|
|
select(config.blocksize, config.gitBranch, config.numNodes, unit, time) %>%
|
|
rename(nodes = config.numNodes, blocksize=config.blocksize, branch=config.gitBranch) %>%
|
|
|
|
mutate(blocksize = as.factor(blocksize)) %>%
|
|
mutate(nodes = as.factor(nodes)) %>%
|
|
mutate(branch = as.factor(branch)) %>%
|
|
mutate(unit = as.factor(unit)) %>%
|
|
|
|
group_by(unit) %>%
|
|
|
|
mutate(median.time = median(time)) %>%
|
|
mutate(normalized.time = time / median.time - 1) %>%
|
|
mutate(log.median.time = log(median.time)) %>%
|
|
|
|
ungroup()
|
|
|
|
dpi = 300
|
|
h = 5
|
|
w = 8
|
|
|
|
# ---------------------------------------------------------------------
|
|
|
|
p = ggplot(df, aes(x=nodes, y=median.time, color=branch)) +
|
|
geom_point() +
|
|
geom_line(aes(group=branch)) +
|
|
theme_bw() +
|
|
labs(x="Nodes", y="Median time (s)", title="NBody Scaling: Median Time",
|
|
subtitle=input_file) +
|
|
theme(plot.subtitle=element_text(size=5)) +
|
|
theme(legend.position="bottom") +
|
|
theme(legend.text = element_text(size=7))
|
|
|
|
ggsave("median.time.png", plot=p, width=w, height=h, dpi=dpi)
|
|
ggsave("median.time.pdf", plot=p, width=w, height=h, dpi=dpi)
|
|
|
|
# ---------------------------------------------------------------------
|
|
|
|
p = ggplot(df, aes(x=nodes, y=normalized.time, color=branch)) +
|
|
geom_boxplot() +
|
|
geom_hline(yintercept=c(-0.01, 0.01), linetype="dashed", color="red") +
|
|
facet_wrap(~ branch) +
|
|
theme_bw() +
|
|
labs(x="Nodes", y="Normalized time (s)", title="NBody Scaling: Normalized Time",
|
|
subtitle=input_file) +
|
|
theme(plot.subtitle=element_text(size=5)) +
|
|
theme(legend.position="bottom") +
|
|
theme(legend.text = element_text(size=7))
|
|
|
|
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=nodes, y=time, color=branch)) +
|
|
geom_point(shape=21, size=3) +
|
|
theme_bw() +
|
|
labs(x="Nodes", y="Time (s)", title="NBody Scaling: Time",
|
|
subtitle=input_file) +
|
|
theme(plot.subtitle=element_text(size=5)) +
|
|
theme(legend.position="bottom") +
|
|
theme(legend.text = element_text(size=7))
|
|
|
|
ggsave("time.png", plot=p, width=w, height=h, dpi=dpi)
|
|
ggsave("time.pdf", plot=p, width=w, height=h, dpi=dpi)
|
|
|
|
|
|
# ---------------------------------------------------------------------
|
|
|
|
p = ggplot(df, aes(x=nodes, y=branch, fill=median.time)) +
|
|
geom_raster() +
|
|
scale_fill_viridis(option="plasma") +
|
|
coord_fixed() +
|
|
theme_bw() +
|
|
labs(x="Nodes", y="Branch", title="NBody Scaling: Time",
|
|
subtitle=input_file) +
|
|
theme(plot.subtitle=element_text(size=5)) +
|
|
theme(legend.position="bottom") +
|
|
theme(legend.text = element_text(size=7))
|
|
|
|
ggsave("time.heatmap.png", plot=p, width=w, height=h, dpi=dpi)
|
|
ggsave("time.heatmap.pdf", plot=p, width=w, height=h, dpi=dpi)
|