artiq/test/py2llvm.py

import unittest
import ast
import inspect
from fractions import Fraction

from llvm import ee as le

from artiq.language.core import int64, array
from artiq.py2llvm.infer_types import infer_function_types
from artiq.py2llvm import base_types, arrays
from artiq.py2llvm.module import Module


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


def _build_function_types(f):
    return infer_function_types(
        None, ast.parse(inspect.getsource(f)),
        dict())


class FunctionBaseTypesCase(unittest.TestCase):
    def setUp(self):
        self.ns = _build_function_types(test_base_types)

    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)


def test_array_types():
    a = array(0, 5)
    for i in range(2):
        a[i] = int64(8)
    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)
        self.assertIsInstance(self.ns["i"], base_types.VInt)
        self.assertEqual(self.ns["i"].nbits, 32)


class CompiledFunction:
    def __init__(self, function, param_types):
        module = Module()
        func_def = ast.parse(inspect.getsource(function)).body[0]
        self.function, self.retval = module.compile_function(
            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


def arith_encode_int(op, a, b, x):
    if op == 1:
        f = Fraction(a, b) - x
    elif op == 2:
        f = Fraction(a, b) + x
    elif op == 3:
        f = Fraction(a, b) * x
    else:
        f = Fraction(a, b) / x
    return f.numerator*1000 + f.denominator


def arith_encode_int_rev(op, a, b, x):
    if op == 1:
        f = x - Fraction(a, b)
    elif op == 2:
        f = x + Fraction(a, b)
    elif op == 3:
        f = x * Fraction(a, b)
    else:
        f = x / Fraction(a, b)
    return f.numerator*1000 + f.denominator


def array_test():
    a = array(array(2, 5), 5)
    a[3][2] = 11
    a[4][1] = 42
    a[0][0] += 6

    acc = 0
    for i in range(5):
        for j in range(5):
            acc += a[i][j]
    return acc


def _frac_test_range():
    for i in range(5, 10):
        yield i
        yield -i


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 _frac_test_range():
            for b in _frac_test_range():
                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 _frac_test_range():
            for b in _frac_test_range():
                for c in _frac_test_range():
                    for d in _frac_test_range():
                        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)

    def _test_frac_arith_int(self, op, rev):
        f = arith_encode_int_rev if rev else arith_encode_int
        f_c = CompiledFunction(f, {
            "op": base_types.VInt(),
            "a": base_types.VInt(), "b": base_types.VInt(),
            "x": base_types.VInt()})
        for a in _frac_test_range():
            for b in _frac_test_range():
                for x in _frac_test_range():
                    self.assertEqual(
                        f_c(op, a, b, x),
                        f(op, a, b, x))

    def test_frac_add_int(self):
        self._test_frac_arith_int(0, False)
        self._test_frac_arith_int(0, True)

    def test_frac_sub_int(self):
        self._test_frac_arith_int(1, False)
        self._test_frac_arith_int(1, True)

    def test_frac_mul_int(self):
        self._test_frac_arith_int(2, False)
        self._test_frac_arith_int(2, True)

    def test_frac_div_int(self):
        self._test_frac_arith_int(3, False)
        self._test_frac_arith_int(3, True)

    def test_array(self):
        array_test_c = CompiledFunction(array_test, dict())
        self.assertEqual(array_test_c(), array_test())