What are the limitations of Numba?
An example of an AI chatbot conversation about Numba's limitations in Python programming.
What are the limitations of Numba?
Numba is a powerful tool for speeding up Python code, but it has some limitations. For instance, it doesn't support all Python features, such as certain built-in functions and complex data types.
Can you give me examples of unsupported features?
Sure! Numba doesn't support features like Python's dynamic typing, certain object-oriented programming constructs, and some libraries like NumPy's advanced indexing.
How does Numba compare to other optimization tools?
Numba is often faster than pure Python and can be easier to use than Cython, but it may not be as flexible as other tools like PyPy for certain applications.
Are there any workarounds for its limitations?
Yes, you can often work around limitations by restructuring your code, using Numba's supported features, or combining it with other libraries.
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