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I have a piece of code here that is supposed to return the least common element in a list of elements, ordered by commonality Sometimes you just don't know if there is a pretty solution to satisfy the compiler. From collections import counter c = counte.

The first, [:], is creating a slice (normally often used for getting just part of a list), which happens to contain the entire list, and thus is effectively a copy of the list But java generics is too complicated, and it is not perfect The second, list(), is using the actual list type constructor to create a new list which has contents equal to the first list.

The first way works for a list or a string

The second way only works for a list, because slice assignment isn't allowed for strings Other than that i think the only difference is speed It looks like it's a little faster the first way Try it yourself with timeit.timeit () or preferably timeit.repeat ().

If your list of lists comes from a nested list comprehension, the problem can be solved more simply/directly by fixing the comprehension Please see how can i get a flat result from a list comprehension instead of a nested list? The most popular solutions here generally only flatten one level of the nested list See flatten an irregular (arbitrarily nested) list of lists for solutions that.

A list uses an internal array to handle its data, and automatically resizes the array when adding more elements to the list than its current capacity, which makes it more easy to use than an array, where you need to know the capacity beforehand.

I want to get a list of the column headers from a pandas dataframe The dataframe will come from user input, so i won't know how many columns there will be or what they will be called If it was public and someone cast it to list again, where was the difference? List is an interface, you cannot instantiate an interface, because interface is a convention, what methods should have your classes

In order to instantiate, you need some realizations (implementations) of that interface. Learn how to properly create nested html lists with examples and best practices, as discussed on stack overflow. You must be sure that at runtime the list contains nothing but customer objects Critics say that such casting indicates something wrong with your code

You should be able to tweak your type declarations to avoid it

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