41 lines
1.1 KiB
R
41 lines
1.1 KiB
R
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## ----include = FALSE----------------------------------------------------------
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library(rex)
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library(dplyr)
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library(knitr)
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library(ggplot2)
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library(magrittr)
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## ----show.warnings=FALSE------------------------------------------------------
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parsed <- scan("NASA.txt", what = "character", sep = "\n") %>%
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re_matches(
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rex(
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# Get the time of the request
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"[",
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capture(name = "time",
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except_any_of("]")
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),
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"]",
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space, double_quote, "GET", space,
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# Get the filetype of the request if requesting a file
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maybe(
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non_spaces, ".",
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capture(name = "filetype",
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except_some_of(space, ".", "?", double_quote)
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)
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)
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)
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) %>%
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mutate(filetype = tolower(filetype),
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time = as.POSIXct(time, format="%d/%b/%Y:%H:%M:%S %z"))
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## ----echo = FALSE-------------------------------------------------------------
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kable(head(parsed, n = 10))
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## ----FALSE, fig.show='hold', warning = FALSE, message = FALSE-----------------
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ggplot(na.omit(parsed)) + stat_count(aes(x=filetype))
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ggplot(na.omit(parsed)) + geom_histogram(aes(x=time)) + ggtitle("Requests over time")
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