drake_ggraph: Visualize the workflow with 'ggraph'/'ggplot2' *[Stable]*

In ropensci/drake: A Pipeline Toolkit for Reproducible Computation at Scale

Visualize the workflow with ggraph/ggplot2

Description

This function requires packages ggplot2 and ggraph. Install them with install.packages(c("ggplot2", "ggraph")).

Usage

drake_ggraph(
  ...,
  build_times = "build",
  digits = 3,
  targets_only = FALSE,
  main = NULL,
  from = NULL,
  mode = c("out", "in", "all"),
  order = NULL,
  subset = NULL,
  make_imports = TRUE,
  from_scratch = FALSE,
  full_legend = FALSE,
  group = NULL,
  clusters = NULL,
  show_output_files = TRUE,
  label_nodes = FALSE,
  transparency = TRUE,
  config = NULL
)

Arguments

...	Arguments to make(), such as plan and targets.
build_times	Character string or logical. If character, the choices are 1. "build": runtime of the command plus the time it take to store the target or import. 2. "command": just the runtime of the command. 3. "none": no build times. If logical, build_times selects whether to show the times from 'build_times(..., type = "build")“ or use no build times at all. See build_times() for details.
digits	Number of digits for rounding the build times
targets_only	Logical, whether to skip the imports and only include the targets in the workflow plan.
main	Character string, title of the graph.
from	Optional collection of target/import names. If from is nonempty, the graph will restrict itself to a neighborhood of from. Control the neighborhood with mode and order.
mode	Which direction to branch out in the graph to create a neighborhood around from. Use "in" to go upstream, "out" to go downstream, and "all" to go both ways and disregard edge direction altogether.
order	How far to branch out to create a neighborhood around from. Defaults to as far as possible. If a target is in the neighborhood, then so are all of its custom file_out() files if show_output_files is TRUE. That means the actual graph order may be slightly greater than you might expect, but this ensures consistency between show_output_files = TRUE and show_output_files = FALSE.
subset	Optional character vector. Subset of targets/imports to display in the graph. Applied after from, mode, and order. Be advised: edges are only kept for adjacent nodes in subset. If you do not select all the intermediate nodes, edges will drop from the graph.
make_imports	Logical, whether to make the imports first. Set to FALSE to increase speed and risk using obsolete information.
from_scratch	Logical, whether to assume all the targets will be made from scratch on the next make(). Makes all targets outdated, but keeps information about build progress in previous make()s.
full_legend	Logical. If TRUE, all the node types are printed in the legend. If FALSE, only the node types used are printed in the legend.
group	Optional character scalar, name of the column used to group nodes into columns. All the columns names of your original drake plan are choices. The other choices (such as "status") are column names in the nodes . To group nodes into clusters in the graph, you must also supply the clusters argument.
clusters	Optional character vector of values to cluster on. These values must be elements of the column of the nodes data frame that you specify in the group argument to drake_graph_info().
show_output_files	Logical, whether to include file_out() files in the graph.
label_nodes	Logical, whether to label the nodes. If FALSE, the graph will not have any text next to the nodes, which is recommended for large graphs with lots of targets.
transparency	Logical, whether to allow transparency in the rendered graph. Set to FALSE if you get warnings like "semi-transparency is not supported on this device".
config	Deprecated.

Value

A ggplot2 object, which you can modify with more layers, show with plot(), or save as a file with ggsave().

See Also

vis_drake_graph(), sankey_drake_graph(), render_drake_ggraph(), text_drake_graph()

Examples

## Not run: 
isolate_example("Quarantine side effects.", {
load_mtcars_example() # Get the code with drake_example("mtcars").
# Plot the network graph representation of the workflow.
if (requireNamespace("ggraph", quietly = TRUE)) {
  drake_ggraph(my_plan) # Save to a file with `ggplot2::ggsave()`.
}
})

## End(Not run)

ropensci/drake documentation built on March 4, 2024, 6:02 p.m.