artiq/test/py2llvm.py

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import unittest
import ast
import inspect
from fractions import Fraction
from llvm import ee as le
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from artiq.language.core import int64, array
from artiq.py2llvm.infer_types import infer_function_types
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from artiq.py2llvm import base_types, arrays
from artiq.py2llvm.module import Module
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def test_base_types(choice):
a = 2 # promoted later to int64
b = a + 1 # initially int32, becomes int64 after a is promoted
c = b//2 # initially int32, becomes int64 after b is promoted
d = 4 # stays int32
x = int64(7)
a += x # promotes a to int64
foo = True
bar = None
if choice and foo and not bar:
return d
else:
return x + c
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def _build_function_types(f):
return infer_function_types(
None, ast.parse(inspect.getsource(f)),
dict())
class FunctionBaseTypesCase(unittest.TestCase):
def setUp(self):
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self.ns = _build_function_types(test_base_types)
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def test_simple_types(self):
self.assertIsInstance(self.ns["foo"], base_types.VBool)
self.assertIsInstance(self.ns["bar"], base_types.VNone)
self.assertIsInstance(self.ns["d"], base_types.VInt)
self.assertEqual(self.ns["d"].nbits, 32)
self.assertIsInstance(self.ns["x"], base_types.VInt)
self.assertEqual(self.ns["x"].nbits, 64)
def test_promotion(self):
for v in "abc":
self.assertIsInstance(self.ns[v], base_types.VInt)
self.assertEqual(self.ns[v].nbits, 64)
def test_return(self):
self.assertIsInstance(self.ns["return"], base_types.VInt)
self.assertEqual(self.ns["return"].nbits, 64)
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def test_array_types():
a = array(0, 5)
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for i in range(2):
a[i] = int64(8)
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return a
class FunctionArrayTypesCase(unittest.TestCase):
def setUp(self):
self.ns = _build_function_types(test_array_types)
def test_array_types(self):
self.assertIsInstance(self.ns["a"], arrays.VArray)
self.assertIsInstance(self.ns["a"].el_init, base_types.VInt)
self.assertEqual(self.ns["a"].el_init.nbits, 64)
self.assertEqual(self.ns["a"].count, 5)
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self.assertIsInstance(self.ns["i"], base_types.VInt)
self.assertEqual(self.ns["i"].nbits, 32)
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class CompiledFunction:
def __init__(self, function, param_types):
module = Module()
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func_def = ast.parse(inspect.getsource(function)).body[0]
self.function, self.retval = module.compile_function(
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func_def, param_types)
self.argval = [param_types[arg.arg] for arg in func_def.args.args]
self.ee = module.get_ee()
def __call__(self, *args):
args_llvm = [
le.GenericValue.int(av.get_llvm_type(), a)
for av, a in zip(self.argval, args)]
result = self.ee.run_function(self.function, args_llvm)
if isinstance(self.retval, base_types.VBool):
return bool(result.as_int())
elif isinstance(self.retval, base_types.VInt):
return result.as_int_signed()
else:
raise NotImplementedError
def is_prime(x):
d = 2
while d*d <= x:
if not x % d:
return False
d += 1
return True
def simplify_encode(a, b):
f = Fraction(a, b)
return f.numerator*1000 + f.denominator
def arith_encode(op, a, b, c, d):
if op == 1:
f = Fraction(a, b) - Fraction(c, d)
elif op == 2:
f = Fraction(a, b) + Fraction(c, d)
elif op == 3:
f = Fraction(a, b) * Fraction(c, d)
else:
f = Fraction(a, b) / Fraction(c, d)
return f.numerator*1000 + f.denominator
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def array_test():
a = array(array(2, 5), 5)
a[3][2] = 11
a[4][1] = 42
a[0][0] += 6
acc = 0
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for i in range(5):
for j in range(5):
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acc += a[i][j]
return acc
class CodeGenCase(unittest.TestCase):
def test_is_prime(self):
is_prime_c = CompiledFunction(is_prime, {"x": base_types.VInt()})
for i in range(200):
self.assertEqual(is_prime_c(i), is_prime(i))
def test_frac_simplify(self):
simplify_encode_c = CompiledFunction(
simplify_encode, {"a": base_types.VInt(), "b": base_types.VInt()})
for a in range(5, 20):
for b in range(5, 20):
self.assertEqual(
simplify_encode_c(a, b), simplify_encode(a, b))
def _test_frac_arith(self, op):
arith_encode_c = CompiledFunction(
arith_encode, {
"op": base_types.VInt(),
"a": base_types.VInt(), "b": base_types.VInt(),
"c": base_types.VInt(), "d": base_types.VInt()})
for a in range(5, 10):
for b in range(5, 10):
for c in range(5, 10):
for d in range(5, 10):
self.assertEqual(
arith_encode_c(op, a, b, c, d),
arith_encode(op, a, b, c, d))
def test_frac_add(self):
self._test_frac_arith(0)
def test_frac_sub(self):
self._test_frac_arith(1)
def test_frac_mul(self):
self._test_frac_arith(2)
def test_frac_div(self):
self._test_frac_arith(3)
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def test_array(self):
array_test_c = CompiledFunction(array_test, dict())
self.assertEqual(array_test_c(), array_test())