resolve_run_ids: Resolve run ids

In guildai: Track Machine Learning Experiments

Resolve run ids

Description

This is a equivalent to runs_info(...)$id, implemented more efficiently.

Usage

resolve_run_ids(runs = NULL, ..., all = TRUE)

Arguments

runs	a runs selection. If a data.frame, the columns id or run are used as the run id. Otherwise, the arguments are transformed into a character vector of cli arguments, and passed on to guild as a runs filter selection. Wrap the string in I() to avoid quoting the argument for the shell.
...	Other arguments passed on to guild
all	Return all matching runs. If FALSE, it returns the singly most recent run matching the selection criteria.

Details

guild supports a rich syntax for runs selection throughout the api. The same selection syntax is shared by the runs_* family of functions: runs_info(), runs_scalars(), runs_comment(), runs_label(), runs_mark(), runs_tag() runs_delete(),runs_purge(), runs_restore(), runs_export(), runs_import().

Value

A character vector of run ids.

Note

You can call Sys.setenv(GUILD_DEBUG_R = 1) to see what system calls to the guild executable are made. This is useful when looking to understand how R arguments are transformed into a cli system call.

Examples

## Not run: 
resolve_run_ids() # returns all run ids.
resolve_run_ids(1) # last run
resolve_run_ids(1:2) # last 2 runs
resolve_run_ids(1:2, operation = "train.py")

# three ways of getting ids for the currently staged or running runs
resolve_run_ids(staged = TRUE, running = TRUE)
resolve_run_ids("--staged", "--running")
resolve_run_ids(c("--staged", "--running"))
resolve_run_ids(I("--staged --running"))

# resolve_run_ids() uses the same selection rules and syntax as runs_info()
stopifnot(identical(
  resolve_run_ids(),
  runs_info()$id
))

## End(Not run)

guildai documentation built on March 7, 2023, 5:32 p.m.