How can I split a column of tuples in a Pandas dataframe?

You can do this by doing pd.DataFrame(col.tolist()) on that column: In [2]: df = pd.DataFrame({‘a’:[1,2], ‘b’:[(1,2), (3,4)]}) In [3]: df Out[3]: a b 0 1 (1, 2) 1 2 (3, 4) In [4]: df[‘b’].tolist() Out[4]: [(1, 2), (3, 4)] In [5]: pd.DataFrame(df[‘b’].tolist(), index=df.index) Out[5]: 0 1 0 1 2 1 3 4 In [6]: df[[‘b1’, … Read more

Why do we need tuples in Python (or any immutable data type)?

immutable objects can allow substantial optimization; this is presumably why strings are also immutable in Java, developed quite separately but about the same time as Python, and just about everything is immutable in truly-functional languages. in Python in particular, only immutables can be hashable (and, therefore, members of sets, or keys in dictionaries). Again, this … Read more

Are HLists nothing more than a convoluted way of writing tuples?

Addressing questions one to three: one of the main applications for HLists is abstracting over arity. Arity is typically statically known at any given use site of an abstraction, but varies from site to site. Take this, from shapeless’s examples, def flatten[T <: Product, L <: HList](t : T) (implicit hl : HListerAux[T, L], flatten … Read more

How do I expand a tuple into variadic template function’s arguments?

In C++17 you can do this: std::apply(the_function, the_tuple); This already works in Clang++ 3.9, using std::experimental::apply. Responding to the comment saying that this won’t work if the_function is templated, the following is a work-around: #include <tuple> template <typename T, typename U> void my_func(T &&t, U &&u) {} int main(int argc, char *argv[argc]) { std::tuple<int, float> … Read more

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