taskmap.ipynb
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Load balanced map and parallel function decorator¶
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from IPython.parallel import Client
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rc = Client()
v = rc.load_balanced_view()
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result = v.map(lambda x: 2*x, range(10))
print "Simple, default map: ", list(result)
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ar = v.map_async(lambda x: 2*x, range(10))
print "Submitted tasks, got ids: ", ar.msg_ids
result = ar.get()
print "Using a mapper: ", result
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@v.parallel(block=True)
def f(x): return 2*x
result = f.map(range(10))
print "Using a parallel function: ", result