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multiple progress bars on a single line, to be combined with parallel_progress.R
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# plotting multiple progress bars on the same line, as a precursor to running | |
# the progress bars in parallel | |
library (progress) | |
library (future) | |
library (R6) | |
new_connection <- function () { | |
f <- tempfile() | |
file.create(f) | |
file(f, "r+") | |
} | |
# prep for multiple bars in the user session | |
prep_progress <- function (n_bars) { | |
streams <- replicate(n_bars, new_connection(), | |
simplify = FALSE) | |
info <- list(n_bars = n_bars, | |
next_bar = 1, | |
streams = streams) | |
options(parallel_progress_info = info) | |
} | |
bar_width <- function () { | |
terminal_width <- options()$width | |
info <- options()$parallel_progress_info | |
n_bars <- info$n_bars | |
# a space between each bars, divide up the remainder and add 2 spaces to each | |
total_width <- terminal_width - (n_bars - 1) | |
bar_width <- total_width %/% n_bars | |
bar_width - 2 | |
} | |
next_stream <- function () { | |
# get the next available connection from the parallel progress bar info, and | |
# then increment the counter | |
info <- options()$parallel_progress_info | |
stream <- info$streams[[info$next_bar]] | |
info$next_bar <- info$next_bar + 1 | |
options(parallel_progress_info = info) | |
stream | |
} | |
# read the progress bar from a specific line | |
read_progress <- function (stream) { | |
line <- suppressWarnings(readLines(stream))[2] | |
if (is.na(line)) { | |
line <- "" | |
} | |
line | |
} | |
# print the parallel progress bars to the terminal | |
parallel_render <- function () { | |
info <- options()$parallel_progress_info | |
lines <- vapply(info$streams, | |
read_progress, | |
FUN.VALUE = "") | |
text <- paste(lines, collapse = " ") | |
empty_string <- paste0(rep(" ", info$n_bars - 1), | |
collapse = "") | |
if (!identical(text, empty_string)) { | |
cat("\r", text) | |
flush.console() | |
# need to move the cursor! | |
} | |
} | |
# parallel progress bar class; the same as progress_bar, but without the stream | |
# or force arguments | |
ppb <- R6Class("parallel_progress_bar", | |
inherit = progress::progress_bar, | |
public = list( | |
initialize = function (format = "[:bar] :percent", | |
total = 100, | |
width = bar_width(), | |
complete = "=", | |
incomplete = "-", | |
callback = function (self) {}, | |
clear = TRUE, | |
show_after = 0.2) { | |
super$initialize(format = format, | |
total = total, | |
width = width, | |
stream = next_stream(), | |
complete = complete, | |
incomplete = incomplete, | |
callback = callback, | |
clear = clear, | |
show_after = show_after, | |
force = TRUE) | |
} | |
)) | |
parallel_progress_bar <- ppb | |
# # how to dispatch these sequentially to the futures? | |
# # can we add some sort of hook to the progress bar class, so that futures triggers the setup? | |
# | |
# prep_progress(3) | |
# | |
# # write a progress bar to a tempfile | |
# pbs <- replicate(3, parallel_progress_bar$new(show_after = 0), | |
# simplify = FALSE) | |
# | |
# # loop through | |
# for (i in 1:100) { | |
# for (pb in pbs) | |
# pb$tick() | |
# Sys.sleep(3 / 100) | |
# parallel_render() | |
# } | |
# |
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