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R pipelines (|>
) allow chaining operations in a
readable, sequential way. Existing timing tools
(e.g. system.time()
, tictoc
) do not integrate
naturally with pipelines and tidy workflows. pipetime
solves this by letting you measure time inline, without interrupting the
pipeline.
system.time()
# Must wrap the entire pipeline, breaking the flow
the_time <- system.time({
df <- data.frame(x = 1:3) |>
mutate(y = slow_op(x)) |>
summarise(mean_y = mean(y))
})
the_time
#> user system elapsed
#> 0.002 0.000 0.107
df
#> mean_y
#> 1 4.666667
# system.time() cannot be inserted inline in a pipeline:
data.frame(x = 1:3) |>
mutate(y = slow_op(x)) |>
# system.time() would break the pipeline here
summarise(mean_y = mean(y))
#> mean_y
#> 1 4.666667
tictoc
pipetime
?Works directly inside pipelines.
Supports multiple checkpoints.
Prints or logs timings in .pipetime_env
(see
?get_log
).
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.