Repository URL to install this package:
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Version:
0.36.2 ▾
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from __future__ import division
import numba.unittest_support as unittest
import llvmlite.llvmpy.core as lc
import numpy as np
from numba import compiler, types, typing
from numba.targets import callconv, cpu
class TestCompileCache(unittest.TestCase):
'''
Tests that the caching in BaseContext.compile_internal() works correctly by
checking the state of the cache when it is used by the CPUContext.
'''
def _context_builder_sig_args(self):
typing_context = typing.Context()
context = cpu.CPUContext(typing_context)
module = lc.Module("test_module")
sig = typing.signature(types.int32, types.int32)
llvm_fnty = context.call_conv.get_function_type(sig.return_type,
sig.args)
function = module.get_or_insert_function(llvm_fnty, name='test_fn')
args = context.call_conv.get_arguments(function)
assert function.is_declaration
entry_block = function.append_basic_block('entry')
builder = lc.Builder(entry_block)
return context, builder, sig, args
def test_cache(self):
def times2(i):
return 2*i
def times3(i):
return i*3
context, builder, sig, args = self._context_builder_sig_args()
# Ensure the cache is empty to begin with
self.assertEqual(0, len(context.cached_internal_func))
# After one compile, it should contain one entry
context.compile_internal(builder, times2, sig, args)
self.assertEqual(1, len(context.cached_internal_func))
# After a second compilation of the same thing, it should still contain
# one entry
context.compile_internal(builder, times2, sig, args)
self.assertEqual(1, len(context.cached_internal_func))
# After compilation of another function, the cache should have grown by
# one more.
context.compile_internal(builder, times3, sig, args)
self.assertEqual(2, len(context.cached_internal_func))
sig2 = typing.signature(types.float64, types.float64)
llvm_fnty2 = context.call_conv.get_function_type(sig2.return_type,
sig2.args)
function2 = builder.module.get_or_insert_function(llvm_fnty2,
name='test_fn_2')
args2 = context.call_conv.get_arguments(function2)
assert function2.is_declaration
entry_block2 = function2.append_basic_block('entry')
builder2 = lc.Builder(entry_block2)
# Ensure that the same function with a different signature does not
# reuse an entry from the cache in error
context.compile_internal(builder2, times3, sig2, args2)
self.assertEqual(3, len(context.cached_internal_func))
def test_closures(self):
"""
Caching must not mix up closures reusing the same code object.
"""
def make_closure(x, y):
def f(z):
return y + z
return f
context, builder, sig, args = self._context_builder_sig_args()
# Closures with distinct cell contents must each be compiled.
clo11 = make_closure(1, 1)
clo12 = make_closure(1, 2)
clo22 = make_closure(2, 2)
res1 = context.compile_internal(builder, clo11, sig, args)
self.assertEqual(1, len(context.cached_internal_func))
res2 = context.compile_internal(builder, clo12, sig, args)
self.assertEqual(2, len(context.cached_internal_func))
# Same cell contents as above (first parameter isn't captured)
res3 = context.compile_internal(builder, clo22, sig, args)
self.assertEqual(2, len(context.cached_internal_func))
def test_error_model(self):
"""
Caching must not mix up different error models.
"""
def inv(x):
return 1.0 / x
inv_sig = typing.signature(types.float64, types.float64)
def compile_inv(context):
return context.compile_subroutine(builder, inv, inv_sig)
context, builder, sig, args = self._context_builder_sig_args()
py_error_model = callconv.create_error_model('python', context)
np_error_model = callconv.create_error_model('numpy', context)
py_context1 = context.subtarget(error_model=py_error_model)
py_context2 = context.subtarget(error_model=py_error_model)
np_context = context.subtarget(error_model=np_error_model)
# Note the parent context's cache is shared by subtargets
self.assertEqual(0, len(context.cached_internal_func))
# Compiling with the same error model reuses the same cache slot
compile_inv(py_context1)
self.assertEqual(1, len(context.cached_internal_func))
compile_inv(py_context2)
self.assertEqual(1, len(context.cached_internal_func))
# Compiling with another error model creates a new cache slot
compile_inv(np_context)
self.assertEqual(2, len(context.cached_internal_func))
if __name__ == '__main__':
unittest.main()