Dag Sverre Seljebotn, 04.04.2011 12:17:
CEP up at http://wiki.cython.org/enhancements/prange

"""
Variable handling

Rather than explicit declaration of shared/private variables we rely on conventions:

* Thread-shared: Variables that are only read and not written in the loop body are shared across threads. Variables that are only used in the else block are considered shared as well.

* Thread-private: Variables that are assigned to in the loop body are thread-private. Obviously, the iteration counter is thread-private as well.

* Reduction: Variables that only used on the LHS of an inplace operator, such as s above, are marked as targets for reduction. If the variable is also used in other ways (LHS of assignment or in an expression) it does instead turn into a thread-private variable. Note: This means that if one, e.g., inserts printf(... s) above, s is turned into a thread-local variable. OTOH, there is simply no way to correctly emulate the effect printf(... s) would have in a sequential loop, so such code must be discouraged anyway.
"""

What about simply (ab-)using Python semantics and creating a new inner scope for the prange loop body? That would basically make the loop behave like a closure function, but with the looping header at the 'right' place rather than after the closure.

Also, in the example, the local variable declaration of "tmp" outside of the loop looks somewhat misplaced, although it's precedented by comprehensions (which also have their own local scope in Cython).

Stefan
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