Commands for using model modules
Categories:
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Motivation
To be used in health economic analyses, model modules need to be called using a programming syntax. Ideally that syntax should be relatively simple, with the name and description of each command reliably communicating the category of operations it performs.
Implementation
ready4
provides a simple syntax that is used by all model modules developed with the ready4
framework.
Use
A table that itemises ready4
commands along with examples of how these commands are used can be ingested from a periodically updated database using get_methods_tb
. In the below example we will search for examples of where that syntax has been used by modules from the readyforwhatsnext model. The value supplied to the gh_repo_1L_chr
argument specifies the repository in which a dataset of readyforwhatsnext module libraries is stored.
x <- get_methods_tb(gh_repo_1L_chr = "ready4-dev/ready4")
Core commands
A HTML table of ready4
’s core commands and examples of the use of each command can be displayed using the print_methods
function, using the return_1L_chr = "core"
argument.
print_methods(x,
return_1L_chr = "core",
scroll_width_1L_chr = "100%")
Method | Purpose | Examples |
---|---|---|
author | Author and save files | 5 , 6, 7 , 16 , 17 |
characterize | Characterize model module data by generating (tabular) descriptive statistics | |
depict | Depict (plot) features of model module data | 13, 14 , 15 |
enhance | Enhance a model module by adding new elements | |
exhibit | Exhibit features of model module data by printing them to the R console | 2 , 5 , 6, 13 , 14 , 15 , 16 , 17 , 18 , 19 , 20 |
ingest | Ingest data | 1 , 2 , 3 , 6, 13 , 14 , 15 , 16 , 17 , 18 |
investigate | Investigate solutions to an inverse problem | 16 , 17 |
manufacture | Manufacture a new object | |
metamorphose | Metamorphose a model module to a model module of a different (non-inheriting) class | 17 |
procure | Procure items from a dataset | 5, 17 |
prognosticate | Prognosticate (make predictions) by solving a forward problem | |
ratify | Ratify that input or output data meet validity criteria | 13, 17 , 19 , 20 |
reckon | Reckon (calculate) a value | |
renew | Renew (update) values | 1 , 2 , 13, 14 , 15 , 16 , 17 , 19 , 20 |
share | Share data via an online repository | 1 , 13, 14 , 15 , 16 |
Applying commands to module “slots”
Each of the “core” commands also has a “slot” version, which applies the command to a specified slot (a named element of a module). Two of these “slot” methods can also be used for additional purposes:
-
procureSlot is a “getter” method - its default behaviour is to return the value of a specified slot. If the argument
use_procure_mthd_1L_lgl = T
is included in the method call,procureSlot
will instead apply theprocure
method to a specified slot. -
renewSlot is a “setter” method - if any value other than “use_renew_mthd” (the default) is passed to the
new_val_xx
argument, that value will be assigned to the specified slot.
A HTML table of slot commands and relevant examples can be displayed using the print_methods
function, using the return_1L_chr = "slot"
argument.
print_methods(x,
return_1L_chr = "slot",
scroll_width_1L_chr = "100%")
Method | Purpose | Examples |
---|---|---|
authorSlot | Apply the author method to a model module slot | |
characterizeSlot | Apply the characterize method to a model module slot | |
depictSlot | Apply the depict method to a model module slot | |
enhanceSlot | Apply the enhance method to a model module slot | |
exhibitSlot | Apply the exhibit method to a model module slot | 4, 17 , 19 , 20 |
ingestSlot | Apply the ingest method to a model module slot | |
investigateSlot | Apply the investigate method to a model module slot | |
manufactureSlot | Apply the manufacture method to a model module slot | |
metamorphoseSlot | Apply the metamorphose method to a model module slot | |
procureSlot | Procure (get) data from a slot | 4, 14 , 16 , 17 |
prognosticateSlot | Apply the prognosticate method to a model module slot | |
ratifySlot | Apply the ratify method to a model module slot | |
reckonSlot | Apply the reckon method to a model module slot | |
renewSlot | Renew (set) the values of data in a module slot | 4, 14 , 17 , 19 , 20 |
shareSlot | Apply the share method to a model module slot |
Extended commands
Finally, there are a small number of other commands that are more general extensions of the core commands. Currently, these extended commands are all variants on the author
command, with each extension specifying the type of output to be authored by the method. A HTML table of the extended generics bundled with ready4
can be displayed using the print_methods
function, using the return_1L_chr = "extended"
argument.
print_methods(x,
exclude_mthds_for_chr = "Ready4Module",
return_1L_chr = "extended",
scroll_width_1L_chr = "100%")
Method | Purpose | Examples |
---|---|---|
authorClasses | Author and document classes | |
authorData | Author and document datasets | 4, 17 |
authorFunctions | Author and document functions | |
authorReport | Author and save a report | 4 |