Python 3中的三向比较字符串

Question

Say you want to optimize a (byte) string compare intensive algorithm implemented in Python. Since a central code path contains this sequence of statements

if s < t:
    # less than ...
elif t < s:
    # greater than ...
else:
    # equal ...

it would be great to optimize it to something like

r = bytes_compare(s, t)
if r < 0:
    # less than ...
elif r > 0:
    # greater than ...
else:
    # equal ...

where (the hypothetical) bytes_compare() ideally would just call the three-way comparison C function memcmp() which is usually quite well optimized. This would reduce the number of string comparisons by half. A very feasible optimization unless the strings are ultra short.

But how to get there with Python 3?

PS :

Python 3 has removed the three way comparison global function cmp() and the magic method __cmp__() . And even with Python 2, the bytes class doesn't had a __cmp__() member.

With the ctypes package it's straight forward to call memcmp() but the foreign function call overhead with ctypes is prohibitively high.

Answer 1

Python 3 (including 3.6) simply doesn't include any three-way comparison support for strings. Although the internal implementation of the rich comparison operator __lt__() , __eq__() etc. do call memcmp() (in the C implementation of bytes - cf. Objects/bytesobject.c ) there is no internal three-way comparison function that could be leveraged.

Thus, writing a C extension that provides a three-way comparison function by calling memcmp() is the next best thing:

#include <Python.h>
static PyObject* cmp(PyObject* self, PyObject* args) {
    PyObject *a = 0, *b = 0;
    if (!PyArg_UnpackTuple(args, "cmp", 2, 2, &a, &b))
        return 0;
    if (!PyBytes_Check(a) || !PyBytes_Check(b)) {
        PyErr_SetString(PyExc_TypeError, "only bytes() strings supported");
        return 0;
    }
    Py_ssize_t n = PyBytes_GET_SIZE(a), m = PyBytes_GET_SIZE(b);
    char *s = PyBytes_AsString(a), *t = PyBytes_AsString(b);
    int r = 0;
    if (n == m) {
        r = memcmp(s, t, n);
    } else if (n < m) {
        r = memcmp(s, t, n);
        if (!r)
            r = -1;
    } else {
        r = memcmp(s, t, m);
        if (!r)
            r = 1;
    }
    return PyLong_FromLong(r);
}
static PyMethodDef bytes_util_methods[] = {
    { "cmp", cmp, METH_VARARGS, "Three way compare 2 bytes() objects." },
    {0,0,0,0} };
static struct PyModuleDef bytes_util_def = {
    PyModuleDef_HEAD_INIT, "bytes_util", "Three way comparison for strings.",
    -1, bytes_util_methods };
PyMODINIT_FUNC PyInit_bytes_util(void) {
    Py_Initialize();
    return PyModule_Create(&bytes_util_def);
}

Compile with:

gcc -Wall -O3 -fPIC -shared bytes_util.c -o bytes_util.so -I/usr/include/python3.6m

Test:

>>> import bytes_util
>>> bytes_util.cmp(b'foo', b'barx')
265725

In contrast to calling memcmp via the ctypes package, this foreign call has the same overhead as the builtin bytes comparison operators (as they also are implemented as C extension with the standard Python version).