Juraj Sukop <juraj.su...@gmail.com> added the comment:

What the proof goes, you did most of the work already. Consider the following:

    l = (n.bit_length() - 1)//4
    a = isqrt(n >> 2*l)
    a = ((a << l) + n//(a << l))//2
    return a - (a*a > n)

This computes the square root of the (possibly longer) upper half, applies one 
Heron's step and a single correction. I think it is functionally equal to what 
you wrote. Those zeros don't contribute to the quotient so we could instead 
write:

    a = ((a << l) + (n >> l)//a)//2

The problem is that the 3n/n division in the step `(a + n//a)//2` basically 
recomputes the upper half we already know and so we want to avoid it: instead 
of 3n/n giving 2n quotient, we want 2n/n giving 1n quotient. If the upper half 
is correct, the lower half to be taken care of is `n - a**2`:

    a = (a << l) + ((n - (a << l)**2) >> l)//a//2

And there is no need to square the zeros either:

    a = (a << l) + ((n - (a**2 << 2*l) >> l)//a//2

So I *think* it should be correct, the only thing I'm not sure about is whether 
the final correction in the original `isqrt` is needed. Perhaps the automated 
proof of yours could give an answer?

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<https://bugs.python.org/issue43053>
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