python-like kwargs in C++
When dealing with functions that have lots of optional parameters, or at least for which resonable defaults are readily available, it's often a bit of a frustration in C++. Generally defaults are specified during a function declaration as in:
double BinarySearch(std::function fn, int max_depth = 16, double epsilon = 1e-9, double lower_bound = 0, double upper_bound = 100);
And then if we call BinarySearch
with only one parameter then the call will
use the default values for the rest. But what if I want to specify custom
bound, and use the defaults for the other parameters? Admittedly, this is a
somewhat contrived example since bounds are less likely to be optional then
the others, and we could reorder them better going from most-likely-to-be-
specified to least, but it's easy to see how something more flexible would be
desirable.
Consider then the following two code snippets. Which is more readable?
First snippet:
double solution = BinarySearch(fn, 0, 100);
Second snippet:
double solution = BinarySearch(fn, lower_bound = 0, upper_bound = 100);
I really like the way that optional arguments work in python with kwargs. I'd love to have that same kind of functionality in C++. kwargs.h implements one mechanism of achieving this.
How does it work
kwargs takes advantage of variadic
templates in C++ to
build up a single data structure which contains all of the optional parameters
(I'll call this a "parameter pack"). Each optional parameter of type T
is
stored in a structure of type Arg<tag,T>
where tag
is a unique numeric
identifier associated with a particular optional argument key.
The parameter pack data structure derives from Arg<tag,T>
for each (tag,T)
pair that shows up in the list of optional arguments.
Overloading of the assignment (=)
operator gives us an opportunity for
building the (tag,T)
pairs within the parameter list of the function call.
Get it
See the source and doxygen on github.
Example
I'll conclude with an example usage:
#include #include "kwargs.h" // these are tags which will uniquely identify the arguments in a parameter // pack enum Keys { c_tag, d_tag }; // global symbols used as keys in list of kwargs kw::Key c_key; kw::Key d_key; // a function taking kwargs parameter pack template void foo(int a, int b, Args… kwargs) { // first, we construct the parameter pack from the parameter pack kw::ParamPack params(kwargs…); std::cout << "foo:\n--------" << "\na: " << a << "\nb: " << b // We can attempt to retrieve a key while providing a default fallback value. // If c_key is in kwargs then this will return the value associated with // that key, and will have the correct type. Note that the type of the default // parameter in this case is const char*. << "\nc: " << kw::Get(params,c_key,"null"); // We can also do stuff conditionally based on whether or not arg exists in // the param pack. We still need to provide a default value, since we need to // know the return type of the Get function when the key is not in kwargs. // In this case, the default value wont ever be used at runtime. if( kw::ContainsTag::result ) { std::cout << "\nd: " << kw::Get(params,d_key,0); } std::cout << "\n\n"; } int main( int argc, char** argv ) { foo(1, 2); foo(1, 2, c_key=3); foo(1, 2, c_key=3, d_key=4); foo(1, 2, d_key=4); }
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