reference-faq-compatibility {vctrs} | R Documentation |
FAQ - Is my class compatible with vctrs?
Description
vctrs provides a framework for working with vector classes in a generic way. However, it implements several compatibility fallbacks to base R methods. In this reference you will find how vctrs tries to be compatible with your vector class, and what base methods you need to implement for compatibility.
If you’re starting from scratch, we think you’ll find it easier to start
using new_vctr()
as documented in
vignette("s3-vector")
. This guide is aimed for developers with
existing vector classes.
Aggregate operations with fallbacks
All vctrs operations are based on four primitive generics described in the next section. However there are many higher level operations. The most important ones implement fallbacks to base generics for maximum compatibility with existing classes.
-
vec_slice()
falls back to the base[
generic if novec_proxy()
method is implemented. This way foreign classes that do not implementvec_restore()
can restore attributes based on the new subsetted contents. -
vec_c()
andvec_rbind()
now fall back tobase::c()
if the inputs have a common parent class with ac()
method (only if they have no self-to-selfvec_ptype2()
method).vctrs works hard to make your
c()
method success in various situations (withNULL
andNA
inputs, even as first input which would normally prevent dispatch to your method). The main downside compared to using vctrs primitives is that you can’t combine vectors of different classes since there is no extensible mechanism of coercion inc()
, and it is less efficient in some cases.
The vctrs primitives
Most functions in vctrs are aggregate operations: they call other vctrs
functions which themselves call other vctrs functions. The dependencies
of a vctrs functions are listed in the Dependencies section of its
documentation page. Take a look at vec_count()
for an
example.
These dependencies form a tree whose leaves are the four vctrs
primitives. Here is the diagram for vec_count()
:
The coercion generics
The coercion mechanism in vctrs is based on two generics:
See the theory overview.
Two objects with the same class and the same attributes are always considered compatible by ptype2 and cast. If the attributes or classes differ, they throw an incompatible type error.
Coercion errors are the main source of incompatibility with vctrs. See the howto guide if you need to implement methods for these generics.
The proxy and restoration generics
These generics are essential for vctrs but mostly optional.
vec_proxy()
defaults to an identity function and you
normally don’t need to implement it. The proxy a vector must be one of
the atomic vector types, a list, or a data frame. By default, S3 lists
that do not inherit from "list"
do not have an identity proxy. In that
case, you need to explicitly implement vec_proxy()
or make your class
inherit from list.