The register_binding() and register_binding_agg() functions
are used to populate a list of functions that operate on (and return)
Expressions. These are the basis for the .data mask inside dplyr methods.
Usage
register_binding(
fun_name,
fun,
registry = nse_funcs,
update_cache = FALSE,
notes = character(0)
)Arguments
- fun_name
A string containing a function name in the form
"function"or"package::function". The package name is currently not used but may be used in the future to allow these types of function calls.- fun
A function or
NULLto un-register a previous function. This function must acceptExpressionobjects as arguments and returnExpressionobjects instead of regular R objects.- registry
An environment in which the functions should be assigned.
- update_cache
Update .cache$functions at the time of registration. the default is FALSE because the majority of usage is to register bindings at package load, after which we create the cache once. The reason why .cache$functions is needed in addition to nse_funcs for non-aggregate functions could be revisited...it is currently used as the data mask in mutate, filter, and aggregate (but not summarise) because the data mask has to be a list.
- notes
string for the docs: note any limitations or differences in behavior between the Arrow version and the R function.
- agg_fun
An aggregate function or
NULLto un-register a previous aggregate function. This function must acceptExpressionobjects as arguments and return alist()with components:fun: string function namedata: list of 0 or moreExpressionsoptions: list of function options, as passed to call_function
Writing bindings
Expression$create()will wrap any non-Expression inputs as Scalar Expressions. If you want to try to coerce scalar inputs to match the type of the Expression(s) in the arguments, callcast_scalars_to_common_type(args)on the args. For example,Expression$create("add", args = list(int16_field, 1))would result in afloat64type output because1is adoublein R. To prevent casting all of the data inint16_fieldto float and to preserve it as int16, doExpression$create("add", args = cast_scalars_to_common_type(list(int16_field, 1)))Inside your function, you can call any other binding with
call_binding().