Created
January 6, 2023 19:40
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Demonstration of using a Numba target context to get the LLVM type for a Numba type
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from numba import float64 | |
from numba.core import typing, cpu | |
# Create a Numba type - a 1D C-ordered array of float64 | |
numba_arr_type = float64[::1] | |
print("Numba type:", numba_arr_type) | |
# Construct a Numba target context for the CPU and use it to get the LLVM type | |
# for the given Numba type in that context | |
typingctx = typing.Context() | |
targetctx = cpu.CPUContext(typingctx, target='cpu') | |
llvm_arr_type = targetctx.get_value_type(numba_arr_type) | |
print("LLVM type: ", llvm_arr_type) | |
# Output: | |
# Numba type: array(float64, 1d, C) | |
# LLVM type: {i8*, i8*, i64, i64, double*, [1 x i64], [1 x i64]} |
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