I have a set of pairs of numbers (i.e. 2-tuples) which I want to use as the priorities for a priority queue.
I found queue.PriorityQueue
in the Python documentation, but examples I have seen of this class suggest that it is meant to take numbers rather than tuples. I also called help(PriorityQueue)
and read that "Entries are typically tuples of the form: (priority number, data)".
The PriorityQueue
data structure, and the heapq
library it is based on, only use priorities for comparisons (i.e. <
, <=
, >
, >=
). The priorities can be any data type which supports those comparison operations.
In fact, this is exactly why a tuple of the form (priority, data)
can be put into a priority queue at all - the queue doesn't treat the different parts of the tuple differently, or directly look inside the tuple to extract its parts, or even check that it is a tuple. It just compares them, and that means first comparing their priorities (since the priority is the first element of the tuple).
This works the other way around, too - if each data item x
is its own priority, then you can put x
into the queue directly without having to wrap it in a tuple like (x, x)
.