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import sys
import os
from hashlib import md5
import z3
from rpython.jit.metainterp.optimizeopt.test.test_z3intbound import (
make_z3_intbounds_instance,
)
from rpython.jit.metainterp.optimizeopt.intutils import IntBound
from rpython.jit.metainterp.ruleopt import parse
from rpython.rlib.rarithmetic import LONG_BIT, intmask, r_uint
from rpython.config.translationoption import CACHE_DIR
from rpython.tool.gcc_cache import try_atomic_write
MAXINT = sys.maxint
MININT = -sys.maxint - 1
class ProofProblem(Exception):
pass
class CouldNotProve(ProofProblem):
def __init__(self, rule, cond, model, lhs, rhs, prover):
self.rule = rule
self.cond = cond
self.model = model
self.rhs = rhs
self.lhs = lhs
self.prover = prover
def format(self):
rule = self.rule
res = ["Could not prove correctness of rule '%s'" % self.rule.name]
if self.rule.sourcepos:
res.append("in line %s" % (self.rule.sourcepos.lineno, ))
prover = self.prover
model = prover.solver.model()
detail = []
res.append("counterexample given by Z3:")
res.append("counterexample values:")
for name, bound in prover.name_to_intbound.iteritems():
if name in prover.glue_conditions_added:
realbound = IntBound(model.evaluate(bound.lower).as_signed_long(),
model.evaluate(bound.upper).as_signed_long(),
r_uint(model.evaluate(bound.tmask).as_signed_long()),
r_uint(model.evaluate(bound.tvalue).as_signed_long()),)
detail.append("bounds for %s: %s" % (name, realbound))
res.append("%s: %s" % (name, model[prover.name_to_z3[name]].as_signed_long()))
res.append("operation %s with Z3 formula %s" % (rule.pattern, self.lhs))
res.append("has counterexample result vale: %s" % (model.evaluate(self.lhs).as_signed_long(), ))
res.append("BUT")
res.append("target expression: %s with Z3 formula %s" % (rule.target, self.rhs))
res.append("has counterexample value: %s" % (model.evaluate(self.rhs).as_signed_long(), ))
res.extend(detail)
return "\n".join(res)
class RuleCannotApply(ProofProblem):
def __init__(self, rule, cond, prover):
self.rule = rule
self.cond = cond
self.prover = prover
def format(self):
rule = self.rule
res = ["Rule '%s' cannot ever apply" % self.rule.name]
if self.rule.sourcepos:
res.append("in line %s" % (self.rule.sourcepos.lineno, ))
prover = self.prover
res.append("Z3 did not manage to find values for variables %s such that the following condition becomes True:" % ", ".join(prover.name_to_z3))
res.append(str(self.cond))
return "\n".join(res)
TRUEBV = z3.BitVecVal(1, LONG_BIT)
FALSEBV = z3.BitVecVal(0, LONG_BIT)
def z3_cond(z3expr):
return z3.If(z3expr, TRUEBV, FALSEBV)
def z3_bool_expression(opname, arg0, arg1=None):
expr = None
valid = True
if opname == "int_eq":
expr = arg0 == arg1
elif opname == "int_ne":
expr = arg0 != arg1
elif opname == "int_lt":
expr = arg0 < arg1
elif opname == "int_le":
expr = arg0 <= arg1
elif opname == "int_gt":
expr = arg0 > arg1
elif opname == "int_ge":
expr = arg0 >= arg1
elif opname == "uint_lt":
expr = z3.ULT(arg0, arg1)
elif opname == "uint_le":
expr = z3.ULE(arg0, arg1)
elif opname == "uint_gt":
expr = z3.UGT(arg0, arg1)
elif opname == "uint_ge":
expr = z3.UGE(arg0, arg1)
elif opname == "int_is_true":
expr = arg0 != FALSEBV
elif opname == "int_is_zero":
expr = arg0 == FALSEBV
else:
assert 0
return expr, valid
def z3_expression(opname, arg0, arg1=None):
expr = None
valid = True
if opname == "int_add":
expr = arg0 + arg1
elif opname == "int_sub":
expr = arg0 - arg1
elif opname == "int_mul":
expr = arg0 * arg1
elif opname == "int_and":
expr = arg0 & arg1
elif opname == "int_or":
expr = arg0 | arg1
elif opname == "int_xor":
expr = arg0 ^ arg1
elif opname == "int_lshift":
expr = arg0 << arg1
valid = z3.And(arg1 >= 0, arg1 < LONG_BIT)
elif opname == "int_rshift":
expr = arg0 >> arg1
valid = z3.And(arg1 >= 0, arg1 < LONG_BIT)
elif opname == "uint_rshift":
expr = z3.LShR(arg0, arg1)
valid = z3.And(arg1 >= 0, arg1 < LONG_BIT)
elif opname == "uint_mul_high":
# zero-extend args to 2*LONG_BIT bit, then multiply and extract
# highest LONG_BIT bits
zarg0 = z3.ZeroExt(LONG_BIT, arg0)
zarg1 = z3.ZeroExt(LONG_BIT, arg1)
expr = z3.Extract(LONG_BIT * 2 - 1, LONG_BIT, zarg0 * zarg1)
elif opname == "int_neg":
expr = -arg0
elif opname == "int_invert":
expr = ~arg0
elif opname == "int_force_ge_zero":
expr = z3.If(arg0 < 0, 0, arg0)
else:
expr, valid = z3_bool_expression(opname, arg0, arg1)
return z3_cond(expr), valid
return expr, valid
def z3_and(*args):
args = [arg for arg in args if arg is not True]
if args:
if len(args) == 1:
return args[0]
return z3.And(*args)
return True
def z3_implies(a, b):
if a is True:
return b
return z3.Implies(a, b)
def popcount64(w):
w -= (w >> 1) & 0x5555555555555555
w = (w & 0x3333333333333333) + ((w >> 2) & 0x3333333333333333)
w = (w + (w >> 4)) & 0x0F0F0F0F0F0F0F0F
return ((w * 0x0101010101010101) >> 56) & 0xFF
def highest_bit(x):
x |= x >> 1
x |= x >> 2
x |= x >> 4
x |= x >> 8
x |= x >> 16
x |= x >> 32
return popcount64(x) - 1
def z3_highest_bit(x):
x |= z3.LShR(x, 1)
x |= z3.LShR(x, 2)
x |= z3.LShR(x, 4)
x |= z3.LShR(x, 8)
x |= z3.LShR(x, 16)
x |= z3.LShR(x, 32)
return popcount64(x) - 1
def z3_min(a, b):
return z3.If(a <= b, a, b)
class Prover(parse.Visitor):
def __init__(self):
self.solver = z3.Optimize()
self.name_to_z3 = {}
self.name_to_intbound = {}
self.glue_conditions_added = set()
self.glue_conditions = []
def prove(self, cond):
z3res = self.solver.check(z3.Not(cond))
if z3res == z3.unsat:
return True
elif z3res == z3.unknown:
return False
elif z3res == z3.sat:
global model
model = self.solver.model()
return False
def _convert_var(self, name):
def newvar(name, suffix=""):
if suffix:
name += "_" + suffix
res = z3.BitVec(name, LONG_BIT)
self.name_to_z3[name] = res
return res
if name in self.name_to_z3:
return self.name_to_z3[name]
res = newvar(name)
self.solver.minimize(res)
b = make_z3_intbounds_instance(name, res)
self.name_to_intbound[name] = b
return res
def _convert_intbound(self, name):
b = self.name_to_intbound[name]
if name not in self.glue_conditions_added:
self.glue_conditions.append(b.z3_formula())
self.glue_conditions_added.add(name)
return b
def _convert_attr(
self,
varname,
attrname,
):
b = self._convert_intbound(varname)
if attrname == 'ones':
return b.tvalue
if attrname == 'zeros':
return ~(b.tvalue | b.tmask)
return getattr(b, attrname)
def visit_PatternOp(self, pattern):
args = [self.visit(arg) for arg in pattern.args]
res, valid = z3_expression(pattern.opname, *[arg[0] for arg in args])
return res, z3_and(valid, *[arg[1] for arg in args])
def visit_PatternVar(self, pattern):
return self._convert_var(pattern.name), True
def visit_PatternConst(self, pattern):
if pattern.const == "LONG_BIT":
return z3.BitVecVal(LONG_BIT, LONG_BIT)
elif pattern.const == "MININT":
return z3.BitVecVal(MININT, LONG_BIT), True
elif pattern.const == "MAXINT":
return z3.BitVecVal(MAXINT, LONG_BIT), True
res = z3.BitVecVal(pattern.const, LONG_BIT)
return res, True
def visit_ShortcutOr(self, expr, targettype=int):
assert targettype is bool
left, leftvalid = self.visit(expr.left, bool)
right, rightvalid = self.visit(expr.right, bool)
res = z3.If(left, left, right)
return res, z3_and(leftvalid, rightvalid)
def visit_ShortcutAnd(self, expr, targettype=int):
assert targettype is bool
left, leftvalid = self.visit(expr.left, bool)
right, rightvalid = self.visit(expr.right, bool)
res = z3.If(left, right, left)
return res, z3_and(leftvalid, rightvalid)
def visit_BinOp(self, expr, targettype=int):
left, leftvalid = self.visit(expr.left, int)
right, rightvalid = self.visit(expr.right, int)
if targettype is int:
res, valid = z3_expression(expr.opname, left, right)
else:
assert targettype is bool
res, valid = z3_bool_expression(expr.opname, left, right)
return res, z3_and(leftvalid, rightvalid, valid)
def visit_UnaryOp(self, expr, targettype=int):
assert targettype is int
left, leftvalid = self.visit(expr.left, targettype)
res, valid = z3_expression(expr.opname, left)
return res, z3_and(leftvalid, valid)
def visit_Name(self, expr, targettype=int):
if expr.name == "LONG_BIT":
return 64, True
if expr.name == "MAXINT":
return MAXINT, True
if expr.name == "MININT":
import pdb;pdb.set_trace()
return MININT, True
if targettype is int:
var = self._convert_var(expr.name)
return var, True
if targettype is IntBound:
b = self._convert_intbound(expr.name)
return b, True
import pdb
pdb.set_trace()
def visit_Number(self, expr, targettype=int):
assert targettype is int
res = z3.BitVecVal(expr.value, LONG_BIT)
return res, True
def visit_Attribute(self, expr, targettype=int):
res = self._convert_attr(expr.varname, expr.attrname)
return res, True
def visit_MethodCall(self, expr, targettype=int):
res, resvalid = self.visit(expr.value, IntBound)
assert isinstance(res, IntBound)
args = [
self.visit(arg, arg.typ) for arg in expr.args
]
methargs = [arg[0] for arg in args]
return getattr(res, expr.methname)(*methargs), z3_and(
resvalid, *[arg[1] for arg in args]
)
def visit_FuncCall(self, expr, targettype=int):
targettypes = [int] * len(expr.args)
args = [
self.visit(arg, typ) for arg, typ in zip(expr.args, targettypes)
]
func = globals()["z3_" + expr.funcname]
funcargs = [arg[0] for arg in args]
return func(*funcargs), z3_and(*[arg[1] for arg in args])
def must_be_sat(self, rule, lhs, *conditions):
def _find_index_to_remove():
for removeindex in range(len(conditions)):
if self.solver.check(z3_and(lhs == somevar, *(conditions[:removeindex] + conditions[removeindex + 1:]))) == z3.unsat:
return removeindex
return -1
todo = list(conditions)
conditions = []
while todo:
c = todo.pop()
if c is True:
continue
if c.decl().name() == 'and':
todo.extend(c.children())
else:
conditions.append(c)
somevar = z3.BitVec('check_not_empty', LONG_BIT)
conditions.append(lhs == somevar)
cond = z3_and(*conditions)
if self.solver.check(cond) != z3.sat:
# try to remove conditions
while 1:
removeindex = _find_index_to_remove()
if removeindex >= 0:
del conditions[removeindex]
cond = z3_and(*conditions)
else:
break
raise RuleCannotApply(rule, cond, self)
def check_rule(self, rule):
import time
t1 = time.time()
print("checking %s" % rule)
lhs, lhsvalid = self.visit(rule.pattern)
self.must_be_sat(rule, lhs, lhsvalid)
rhs, rhsvalid = self.visit(rule.target)
implies_left = [lhsvalid]
implies_right = [rhsvalid, rhs == lhs]
for el in rule.elements:
if isinstance(el, parse.Compute):
expr, exprvalid = self.visit(el.expr, int)
if el.expr.typ is not IntBound:
implies_left.append(self._convert_var(el.name) == expr)
implies_right.append(exprvalid)
else:
self.name_to_intbound[el.name] = expr
self.glue_conditions_added.add(el.name)
continue
if isinstance(el, parse.Check):
expr, _ = self.visit(el.expr, bool)
implies_left.append(expr)
continue
assert 0, "unreachable"
implies_left.extend(self.glue_conditions)
self.must_be_sat(rule, lhs, lhsvalid, *implies_left)
condition = z3_implies(z3_and(*implies_left), z3_and(*implies_right))
print(condition)
if not self.prove(condition):
raise CouldNotProve(rule, condition, model, lhs, rhs, self)
t2 = time.time()
print("took %s seconds" % (t2 - t1))
def prove_source(s, force=False):
lines = s.splitlines()
ast = parse.parse(s)
for rule in ast.rules:
if rule.cantproof:
print "SKIPPING PROOF!", rule.name
continue
cachename = None
if not force:
start_lineno = rule.sourcepos.lineno - 1
end_lineno = rule.endsourcepos.lineno
rule_lines = lines[start_lineno:end_lineno]
h = md5("\n".join(rule_lines))
cachename = os.path.join(
CACHE_DIR, "jit_dsl_rule_%s" % (h.hexdigest(), ))
try:
with open(cachename, 'rb') as f:
f.read() # just needs to exist, really
print "reusing previous proof", rule.name
continue
except IOError:
pass
p = Prover()
p.check_rule(rule)
if cachename is not None:
try_atomic_write(cachename, "\n".join(rule_lines))
return ast
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