Current File : //proc/self/root/lib/python3/dist-packages/pythran/optimizations/forward_substitution.py
"""
Replace variable that can be lazy evaluated and used only once by their full
computation code.
"""
from pythran.analyses import LazynessAnalysis, UseDefChains, DefUseChains
from pythran.analyses import Literals, Ancestors, Identifiers, CFG, IsAssigned
from pythran.passmanager import Transformation
import pythran.graph as graph
from collections import defaultdict
import gast as ast
try:
from math import isfinite
except ImportError:
from math import isinf, isnan
def isfinite(x):
return not isinf(x) and not isnan(x)
class Remover(ast.NodeTransformer):
def __init__(self, nodes):
self.nodes = nodes
def visit_Assign(self, node):
if node in self.nodes:
to_prune = self.nodes[node]
node.targets = [tgt for tgt in node.targets if tgt not in to_prune]
if node.targets:
return node
else:
return ast.Pass()
return node
class ForwardSubstitution(Transformation):
"""
Replace variable that can be computed later.
>>> import gast as ast
>>> from pythran import passmanager, backend
>>> pm = passmanager.PassManager("test")
>>> node = ast.parse("def foo(): a = [2, 3]; builtins.print(a)")
>>> _, node = pm.apply(ForwardSubstitution, node)
>>> print(pm.dump(backend.Python, node))
def foo():
pass
builtins.print([2, 3])
>>> node = ast.parse("def foo(): a = 2; builtins.print(a + a)")
>>> _, node = pm.apply(ForwardSubstitution, node)
>>> print(pm.dump(backend.Python, node))
def foo():
a = 2
builtins.print((2 + 2))
>>> node = ast.parse("def foo():\\n a=b=2\\n while a: a -= 1\\n return b")
>>> _, node = pm.apply(ForwardSubstitution, node)
>>> print(pm.dump(backend.Python, node))
def foo():
a = 2
while a:
a -= 1
return 2
"""
def __init__(self):
""" Satisfy dependencies on others analyses. """
super(ForwardSubstitution, self).__init__(LazynessAnalysis,
UseDefChains,
DefUseChains,
Ancestors,
CFG,
Literals)
self.to_remove = None
def visit_FunctionDef(self, node):
self.to_remove = defaultdict(list)
self.locals = self.def_use_chains.locals[node]
# prune some assignment as a second phase, as an assignment could be
# forward-substituted several times (in the case of constants)
self.generic_visit(node)
Remover(self.to_remove).visit(node)
return node
def visit_Name(self, node):
if not isinstance(node.ctx, ast.Load):
return node
# OpenMP metdata are not handled by beniget, which is fine in our case
if node not in self.use_def_chains:
if __debug__:
from pythran.openmp import OMPDirective
assert any(isinstance(p, OMPDirective)
for p in self.ancestors[node])
return node
defuses = self.use_def_chains[node]
if len(defuses) != 1:
return node
defuse = defuses[0]
dnode = defuse.node
if not isinstance(dnode, ast.Name):
return node
# multiple definition, which one should we forward?
if sum(1 for d in self.locals if d.name() == dnode.id) > 1:
return node
# either a constant or a value
fwd = (dnode in self.literals and
isfinite(self.lazyness_analysis[dnode.id]))
fwd |= self.lazyness_analysis[dnode.id] == 1
if not fwd:
return node
parent = self.ancestors[dnode][-1]
if isinstance(parent, ast.Assign):
value = parent.value
if dnode in self.literals:
self.update = True
if len(defuse.users()) == 1:
self.to_remove[parent].append(dnode)
return value
else:
# FIXME: deepcopy here creates an unknown node
# for alias computations
return value
elif len(parent.targets) == 1:
ids = self.gather(Identifiers, value)
node_stmt = next(reversed([s for s in self.ancestors[node]
if isinstance(s, ast.stmt)]))
all_paths = graph.all_simple_paths(self.cfg, parent, node_stmt)
for path in all_paths:
for stmt in path[1:-1]:
assigned_ids = {n.id
for n in self.gather(IsAssigned, stmt)}
if not ids.isdisjoint(assigned_ids):
break
else:
continue
break
else:
self.update = True
self.to_remove[parent].append(dnode)
return value
return node
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