* Victor Eijkhout:
I have two arrays, made with numpy. The first one has values that I want
to use as sorting keys; the second one needs to be sorted by those keys.
Obviously I could turn them into a dictionary  of pairs and sort by the
first member, but I think that's not very efficient, at least in space,
and this needs to be done as efficiently as possible.

I could use a hand.

Just do the pairing, but in a 'list', not a dictionary (a dictionary is unordered and can't be sorted). You need to keep track of which keys belong to which values anyway. And anything in Python is a reference: you're not copying the data by creating the pairs. That is, the space overhead is proportional to the number of items but is independent of the data size of each item.


Cheers & hth.,

- Alf
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