Created
March 31, 2012 19:17
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Generalized monad comprehensions in Python
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import ast | |
app = lambda name, *args: \ | |
ast.Call( | |
func=ast.Name(id=name, ctx=ast.Load(), lineno=0, col_offset=0), | |
args=list(args), keywords=[], vararg=None, | |
lineno=0, col_offset=0) | |
abs = lambda arg, body: \ | |
ast.Lambda( | |
args=ast.arguments(args=[arg], defaults=[]), | |
body=body, lineno=0, col_offset=0) | |
arg = lambda id: ast.Name(id=id, ctx=ast.Param(), lineno=0, col_offset=0) | |
class MonadTransformer(ast.NodeTransformer): | |
def visit_ListComp(self, node): | |
return self.modify( | |
rewrite(node.elt), | |
[rewrite(generator) for generator in node.generators]) | |
@staticmethod | |
def modify(elt, generators): | |
# Rewrite rules: | |
# [e] => __return__(e) | |
# [e for e in (etc)] => __bind__(e, lambda p: [e (etc)]) | |
# (or something along those lines :-D) | |
elt = app('__return__', elt) | |
for generator in reversed(generators): | |
if generator.ifs: | |
raise NotImplementedError | |
elt = app( | |
'__bind__', generator.iter, | |
abs(arg(generator.target.id), elt)) | |
return elt | |
def rewrite(ast_): | |
return MonadTransformer().visit(ast_) | |
def main(): | |
code = ''' | |
def f(l): | |
return [a * 2 for a in l] | |
''' | |
ast_ = compile(code, '<string>', 'exec', ast.PyCF_ONLY_AST) | |
new = rewrite(ast_) | |
ctx = compile(new, '<string>', 'exec') | |
LIST_MONAD = { | |
'__return__': lambda v: [v], | |
'__bind__': lambda m, f: [z for l in m for z in f(l)], | |
} | |
list_local = {} | |
exec ctx in LIST_MONAD, list_local | |
fl = list_local['f'] | |
print 'fl([1, 2, 3] =', fl([1, 2, 3]) | |
print 'fl([]) =', fl([]) | |
MAYBE_MONAD = { | |
'__return__': lambda v: v, | |
'__bind__': lambda m, f: f(m) if m is not None else None, | |
} | |
maybe_local = {} | |
exec ctx in MAYBE_MONAD, maybe_local | |
fm = maybe_local['f'] | |
print 'f(123) =', fm(123) | |
print 'f(None) =', fm(None) | |
main() |
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