Rodrigo Arias Mallo
92cd88e365
The input dataset is not enough to determine which script produced a given plot.
87 lines
2.6 KiB
R
87 lines
2.6 KiB
R
library(ggplot2)
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library(dplyr, warn.conflicts = FALSE)
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library(scales)
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library(jsonlite)
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library(viridis, warn.conflicts = FALSE)
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library(stringr)
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# Load the arguments (argv)
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args = commandArgs(trailingOnly=TRUE)
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if (length(args)>0) { input_file = args[1] } else { input_file = "input" }
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if (length(args)>1) { output = args[2] } else { output = "?" }
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df = jsonlite::stream_in(file(input_file), verbose=FALSE) %>%
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jsonlite::flatten() %>%
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select(unit,
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config.blocksize,
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config.gitBranch,
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config.attachToSocket,
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config.interleaveMem,
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config.nodes,
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unit,
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time) %>%
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rename(blocksize=config.blocksize,
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gitBranch=config.gitBranch,
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nodes=config.nodes,
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attachToSocket=config.attachToSocket,
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interleaveMem=config.interleaveMem) %>%
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# Remove the "garlic/" prefix from the gitBranch
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mutate(branch = str_replace(gitBranch, "garlic/", "")) %>%
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mutate(blocksize = as.factor(blocksize)) %>%
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mutate(branch = as.factor(branch)) %>%
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mutate(attachToSocket = as.factor(attachToSocket)) %>%
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mutate(interleaveMem = as.factor(interleaveMem)) %>%
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mutate(unit = as.factor(unit)) %>%
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group_by(unit) %>%
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mutate(median.time = median(time)) %>%
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mutate(normalized.time = time / median.time - 1) %>%
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mutate(log.median.time = log(median.time)) %>%
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ungroup()
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branch = unique(df$branch)
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nodes = unique(df$nodes)
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dpi = 300
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h = 5
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w = 8
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# ---------------------------------------------------------------------
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p = ggplot(df, aes(x=blocksize, y=normalized.time, color=interleaveMem)) +
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geom_boxplot() +
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geom_hline(yintercept=c(-0.01, 0.01), linetype="dashed", color="red") +
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theme_bw() +
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facet_wrap(~ attachToSocket, labeller=label_both) +
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labs(x="Blocksize", y="Normalized time",
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title=sprintf("NBody NUMA (%s | %d Nodes): Normalized time",
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branch, nodes),
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subtitle=output) +
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theme(plot.subtitle=element_text(size=8)) +
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theme(legend.position="bottom")
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ggsave("normalized.time.png", plot=p, width=w, height=h, dpi=dpi)
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ggsave("normalized.time.pdf", plot=p, width=w, height=h, dpi=dpi)
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# ---------------------------------------------------------------------
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p = ggplot(df, aes(x=blocksize, y=time, color=interleaveMem)) +
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geom_boxplot() +
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geom_line(aes(y=median.time)) +
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theme_bw() +
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facet_wrap(~ attachToSocket, labeller=label_both) +
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labs(x="Blocksize", y="Time (s)",
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title=sprintf("NBody NUMA (%s | %d Nodes): Time",
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branch, nodes),
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subtitle=output) +
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theme(plot.subtitle=element_text(size=8)) +
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theme(legend.position="bottom")
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ggsave("time.png", plot=p, width=w, height=h, dpi=dpi)
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ggsave("time.pdf", plot=p, width=w, height=h, dpi=dpi)
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