from typing import Any
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import numpy as np
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import numpy.typing as npt
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AR_f8: npt.NDArray[np.float64]
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AR_c16: npt.NDArray[np.complex128]
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AR_m: npt.NDArray[np.timedelta64]
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AR_M: npt.NDArray[np.datetime64]
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AR_O: npt.NDArray[np.object_]
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AR_b_list: list[npt.NDArray[np.bool]]
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def fn_none_i(a: None, /) -> npt.NDArray[Any]: ...
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def fn_ar_i(a: npt.NDArray[np.float64], posarg: int, /) -> npt.NDArray[Any]: ...
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np.average(AR_m) # type: ignore[arg-type]
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np.select(1, [AR_f8]) # type: ignore[arg-type]
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np.angle(AR_m) # type: ignore[arg-type]
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np.unwrap(AR_m) # type: ignore[arg-type]
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np.unwrap(AR_c16) # type: ignore[arg-type]
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np.trim_zeros(1) # type: ignore[arg-type]
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np.place(1, [True], 1.5) # type: ignore[arg-type]
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np.vectorize(1) # type: ignore[arg-type]
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np.place(AR_f8, slice(None), 5) # type: ignore[arg-type]
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np.piecewise(AR_f8, True, [fn_ar_i], 42) # type: ignore[call-overload]
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# TODO: enable these once mypy actually supports ParamSpec (released in 2021)
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# NOTE: pyright correctly reports errors for these (`reportCallIssue`)
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# np.piecewise(AR_f8, AR_b_list, [fn_none_i]) # type: ignore[call-overload]s
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# np.piecewise(AR_f8, AR_b_list, [fn_ar_i]) # type: ignore[call-overload]
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# np.piecewise(AR_f8, AR_b_list, [fn_ar_i], 3.14) # type: ignore[call-overload]
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# np.piecewise(AR_f8, AR_b_list, [fn_ar_i], 42, None) # type: ignore[call-overload]
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# np.piecewise(AR_f8, AR_b_list, [fn_ar_i], 42, _=None) # type: ignore[call-overload]
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np.interp(AR_f8, AR_c16, AR_f8) # type: ignore[arg-type]
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np.interp(AR_c16, AR_f8, AR_f8) # type: ignore[arg-type]
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np.interp(AR_f8, AR_f8, AR_f8, period=AR_c16) # type: ignore[call-overload]
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np.interp(AR_f8, AR_f8, AR_O) # type: ignore[arg-type]
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np.cov(AR_m) # type: ignore[arg-type]
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np.cov(AR_O) # type: ignore[arg-type]
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np.corrcoef(AR_m) # type: ignore[arg-type]
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np.corrcoef(AR_O) # type: ignore[arg-type]
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np.corrcoef(AR_f8, bias=True) # type: ignore[call-overload]
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np.corrcoef(AR_f8, ddof=2) # type: ignore[call-overload]
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np.blackman(1j) # type: ignore[arg-type]
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np.bartlett(1j) # type: ignore[arg-type]
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np.hanning(1j) # type: ignore[arg-type]
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np.hamming(1j) # type: ignore[arg-type]
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np.hamming(AR_c16) # type: ignore[arg-type]
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np.kaiser(1j, 1) # type: ignore[arg-type]
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np.sinc(AR_O) # type: ignore[arg-type]
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np.median(AR_M) # type: ignore[arg-type]
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np.percentile(AR_f8, 50j) # type: ignore[call-overload]
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np.percentile(AR_f8, 50, interpolation="bob") # type: ignore[call-overload]
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np.quantile(AR_f8, 0.5j) # type: ignore[call-overload]
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np.quantile(AR_f8, 0.5, interpolation="bob") # type: ignore[call-overload]
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np.meshgrid(AR_f8, AR_f8, indexing="bob") # type: ignore[call-overload]
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np.delete(AR_f8, AR_f8) # type: ignore[arg-type]
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np.insert(AR_f8, AR_f8, 1.5) # type: ignore[arg-type]
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np.digitize(AR_f8, 1j) # type: ignore[call-overload]
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