From db2d7419f670ff139d2e368cd9d7124c78ab8ddc Mon Sep 17 00:00:00 2001 From: satori1995 Date: Tue, 10 Dec 2024 15:48:24 +0000 Subject: [PATCH] deploy: 753243ba3102c85f7058a13438e3b45cc010b4b4 --- "0.\345\272\217\350\250\200.html" | 2 +- ...\346\240\267\345\255\220\357\274\237.html" | 2 +- ...\345\210\206\347\232\204\357\274\237.html" | 2 +- ...\351\224\200\346\257\201\357\274\237.html" | 2 +- ...\347\216\260\347\232\204\357\274\237.html" | 2 +- ...\346\261\240\346\234\272\345\210\266.html" | 2 +- ...\347\216\260\347\232\204\357\274\237.html" | 2 +- ...\351\200\224\345\221\242\357\274\237.html" | 2 +- ...\346\272\242\345\207\272\357\274\237.html" | 2 +- ...\345\257\271\350\261\241\346\261\240.html" | 8 +- ...\346\240\267\347\256\200\345\215\225.html" | 331 ++++++++++++++++++ ...\347\263\273\345\221\242\357\274\237.html" | 2 +- ...\347\261\273\345\221\242\357\274\237.html" | 2 +- ...\216PyObject\345\274\200\345\247\213.html" | 2 +- 404.html | 2 +- ...\347\232\204\350\275\275\344\275\223.html" | 2 +- ...\345\236\213\345\257\271\350\261\241.html" | 2 +- ...\350\277\207\347\250\213\357\274\237.html" | 2 +- ...\350\277\207\347\250\213\357\274\237.html" | 2 +- ...\350\256\241\345\223\262\345\255\246.html" | 2 +- images/66.png | Bin 0 -> 228291 bytes images/67.png | Bin 0 -> 656660 bytes images/68.png | Bin 0 -> 295170 bytes images/69.png | Bin 0 -> 238845 bytes index.html | 2 +- print.html | 156 ++++++++- searchindex.js | 2 +- searchindex.json | 2 +- 28 files changed, 514 insertions(+), 23 deletions(-) create mode 100644 "18.\344\270\244\344\270\252Python\346\225\264\346\225\260\344\271\213\351\227\264\346\230\257\345\246\202\344\275\225\350\277\233\350\241\214\345\244\247\345\260\217\346\257\224\350\276\203\347\232\204\357\274\237\350\277\207\347\250\213\345\271\266\344\270\215\345\203\217\346\210\221\344\273\254\346\203\263\347\232\204\351\202\243\346\240\267\347\256\200\345\215\225.html" create mode 100644 images/66.png create mode 100644 images/67.png create mode 100644 images/68.png create mode 100644 images/69.png diff --git "a/0.\345\272\217\350\250\200.html" "b/0.\345\272\217\350\250\200.html" index 985cf23..54851cc 100644 --- "a/0.\345\272\217\350\250\200.html" +++ "b/0.\345\272\217\350\250\200.html" @@ -78,7 +78,7 @@ diff --git "a/1.CPython\346\272\220\347\240\201\351\225\277\344\273\200\344\271\210\346\240\267\345\255\220\357\274\237.html" "b/1.CPython\346\272\220\347\240\201\351\225\277\344\273\200\344\271\210\346\240\267\345\255\220\357\274\237.html" index f266f9e..9b39a35 100644 --- "a/1.CPython\346\272\220\347\240\201\351\225\277\344\273\200\344\271\210\346\240\267\345\255\220\357\274\237.html" +++ "b/1.CPython\346\272\220\347\240\201\351\225\277\344\273\200\344\271\210\346\240\267\345\255\220\357\274\237.html" @@ -78,7 +78,7 @@ diff --git "a/10.Python\345\257\271\350\261\241\347\232\204\350\241\214\344\270\272\346\230\257\346\200\216\344\271\210\345\214\272\345\210\206\347\232\204\357\274\237.html" "b/10.Python\345\257\271\350\261\241\347\232\204\350\241\214\344\270\272\346\230\257\346\200\216\344\271\210\345\214\272\345\210\206\347\232\204\357\274\237.html" index 6adc042..54e72eb 100644 --- "a/10.Python\345\257\271\350\261\241\347\232\204\350\241\214\344\270\272\346\230\257\346\200\216\344\271\210\345\214\272\345\210\206\347\232\204\357\274\237.html" +++ "b/10.Python\345\257\271\350\261\241\347\232\204\350\241\214\344\270\272\346\230\257\346\200\216\344\271\210\345\214\272\345\210\206\347\232\204\357\274\237.html" @@ -78,7 +78,7 @@ diff --git "a/11.\344\270\200\344\270\252Python\345\257\271\350\261\241\344\274\232\345\234\250\344\275\225\346\227\266\350\242\253\351\224\200\346\257\201\357\274\237.html" "b/11.\344\270\200\344\270\252Python\345\257\271\350\261\241\344\274\232\345\234\250\344\275\225\346\227\266\350\242\253\351\224\200\346\257\201\357\274\237.html" index 6d71e9a..05d7a52 100644 --- "a/11.\344\270\200\344\270\252Python\345\257\271\350\261\241\344\274\232\345\234\250\344\275\225\346\227\266\350\242\253\351\224\200\346\257\201\357\274\237.html" +++ "b/11.\344\270\200\344\270\252Python\345\257\271\350\261\241\344\274\232\345\234\250\344\275\225\346\227\266\350\242\253\351\224\200\346\257\201\357\274\237.html" @@ -78,7 +78,7 @@ diff --git "a/12.\346\267\261\345\272\246\350\247\243\345\257\206Python\347\232\204\346\265\256\347\202\271\346\225\260\346\230\257\346\200\216\344\271\210\345\256\236\347\216\260\347\232\204\357\274\237.html" "b/12.\346\267\261\345\272\246\350\247\243\345\257\206Python\347\232\204\346\265\256\347\202\271\346\225\260\346\230\257\346\200\216\344\271\210\345\256\236\347\216\260\347\232\204\357\274\237.html" index 6a94a45..8406fe0 100644 --- "a/12.\346\267\261\345\272\246\350\247\243\345\257\206Python\347\232\204\346\265\256\347\202\271\346\225\260\346\230\257\346\200\216\344\271\210\345\256\236\347\216\260\347\232\204\357\274\237.html" +++ "b/12.\346\267\261\345\272\246\350\247\243\345\257\206Python\347\232\204\346\265\256\347\202\271\346\225\260\346\230\257\346\200\216\344\271\210\345\256\236\347\216\260\347\232\204\357\274\237.html" @@ -78,7 +78,7 @@ diff --git "a/13.\345\257\271\350\261\241\350\242\253\351\224\200\346\257\201\344\271\213\345\220\216\346\211\200\345\215\240\347\232\204\345\206\205\345\255\230\344\270\200\345\256\232\344\274\232\351\207\212\346\224\276\345\220\227\357\274\237\350\247\243\345\257\206\346\265\256\347\202\271\346\225\260\347\232\204\347\274\223\345\255\230\346\261\240\346\234\272\345\210\266.html" "b/13.\345\257\271\350\261\241\350\242\253\351\224\200\346\257\201\344\271\213\345\220\216\346\211\200\345\215\240\347\232\204\345\206\205\345\255\230\344\270\200\345\256\232\344\274\232\351\207\212\346\224\276\345\220\227\357\274\237\350\247\243\345\257\206\346\265\256\347\202\271\346\225\260\347\232\204\347\274\223\345\255\230\346\261\240\346\234\272\345\210\266.html" index 9a25e6f..4eb49d3 100644 --- "a/13.\345\257\271\350\261\241\350\242\253\351\224\200\346\257\201\344\271\213\345\220\216\346\211\200\345\215\240\347\232\204\345\206\205\345\255\230\344\270\200\345\256\232\344\274\232\351\207\212\346\224\276\345\220\227\357\274\237\350\247\243\345\257\206\346\265\256\347\202\271\346\225\260\347\232\204\347\274\223\345\255\230\346\261\240\346\234\272\345\210\266.html" +++ "b/13.\345\257\271\350\261\241\350\242\253\351\224\200\346\257\201\344\271\213\345\220\216\346\211\200\345\215\240\347\232\204\345\206\205\345\255\230\344\270\200\345\256\232\344\274\232\351\207\212\346\224\276\345\220\227\357\274\237\350\247\243\345\257\206\346\265\256\347\202\271\346\225\260\347\232\204\347\274\223\345\255\230\346\261\240\346\234\272\345\210\266.html" @@ -78,7 +78,7 @@ diff --git "a/14.\346\265\256\347\202\271\346\225\260\346\224\257\346\214\201\347\232\204\346\223\215\344\275\234\346\230\257\346\200\216\344\271\210\345\256\236\347\216\260\347\232\204\357\274\237.html" "b/14.\346\265\256\347\202\271\346\225\260\346\224\257\346\214\201\347\232\204\346\223\215\344\275\234\346\230\257\346\200\216\344\271\210\345\256\236\347\216\260\347\232\204\357\274\237.html" index 08e2396..9087f30 100644 --- "a/14.\346\265\256\347\202\271\346\225\260\346\224\257\346\214\201\347\232\204\346\223\215\344\275\234\346\230\257\346\200\216\344\271\210\345\256\236\347\216\260\347\232\204\357\274\237.html" +++ "b/14.\346\265\256\347\202\271\346\225\260\346\224\257\346\214\201\347\232\204\346\223\215\344\275\234\346\230\257\346\200\216\344\271\210\345\256\236\347\216\260\347\232\204\357\274\237.html" @@ -78,7 +78,7 @@ diff --git "a/15.\350\247\243\345\257\206Python\347\232\204\345\244\215\346\225\260\346\230\257\346\200\216\344\271\210\345\256\236\347\216\260\347\232\204\357\274\237\345\256\203\346\234\211\344\273\200\344\271\210\347\224\250\351\200\224\345\221\242\357\274\237.html" "b/15.\350\247\243\345\257\206Python\347\232\204\345\244\215\346\225\260\346\230\257\346\200\216\344\271\210\345\256\236\347\216\260\347\232\204\357\274\237\345\256\203\346\234\211\344\273\200\344\271\210\347\224\250\351\200\224\345\221\242\357\274\237.html" index 7dbcaeb..0552814 100644 --- "a/15.\350\247\243\345\257\206Python\347\232\204\345\244\215\346\225\260\346\230\257\346\200\216\344\271\210\345\256\236\347\216\260\347\232\204\357\274\237\345\256\203\346\234\211\344\273\200\344\271\210\347\224\250\351\200\224\345\221\242\357\274\237.html" +++ "b/15.\350\247\243\345\257\206Python\347\232\204\345\244\215\346\225\260\346\230\257\346\200\216\344\271\210\345\256\236\347\216\260\347\232\204\357\274\237\345\256\203\346\234\211\344\273\200\344\271\210\347\224\250\351\200\224\345\221\242\357\274\237.html" @@ -78,7 +78,7 @@ diff --git "a/16.Python\347\232\204\346\225\264\346\225\260\346\230\257\346\200\216\344\271\210\350\256\276\350\256\241\347\232\204\357\274\214\344\270\272\344\273\200\344\271\210\345\256\203\344\270\215\344\274\232\346\272\242\345\207\272\357\274\237.html" "b/16.Python\347\232\204\346\225\264\346\225\260\346\230\257\346\200\216\344\271\210\350\256\276\350\256\241\347\232\204\357\274\214\344\270\272\344\273\200\344\271\210\345\256\203\344\270\215\344\274\232\346\272\242\345\207\272\357\274\237.html" index fd028af..ea88687 100644 --- "a/16.Python\347\232\204\346\225\264\346\225\260\346\230\257\346\200\216\344\271\210\350\256\276\350\256\241\347\232\204\357\274\214\344\270\272\344\273\200\344\271\210\345\256\203\344\270\215\344\274\232\346\272\242\345\207\272\357\274\237.html" +++ "b/16.Python\347\232\204\346\225\264\346\225\260\346\230\257\346\200\216\344\271\210\350\256\276\350\256\241\347\232\204\357\274\214\344\270\272\344\273\200\344\271\210\345\256\203\344\270\215\344\274\232\346\272\242\345\207\272\357\274\237.html" @@ -78,7 +78,7 @@ diff --git "a/17.\350\247\243\345\257\206Python\347\232\204\345\260\217\346\225\264\346\225\260\345\257\271\350\261\241\346\261\240.html" "b/17.\350\247\243\345\257\206Python\347\232\204\345\260\217\346\225\264\346\225\260\345\257\271\350\261\241\346\261\240.html" index b372f59..2901724 100644 --- "a/17.\350\247\243\345\257\206Python\347\232\204\345\260\217\346\225\264\346\225\260\345\257\271\350\261\241\346\261\240.html" +++ "b/17.\350\247\243\345\257\206Python\347\232\204\345\260\217\346\225\264\346\225\260\345\257\271\350\261\241\346\261\240.html" @@ -78,7 +78,7 @@ @@ -250,6 +250,9 @@

CPython3.8 源码探秘

+
@@ -259,6 +262,9 @@

CPython3.8 源码探秘

+ diff --git "a/18.\344\270\244\344\270\252Python\346\225\264\346\225\260\344\271\213\351\227\264\346\230\257\345\246\202\344\275\225\350\277\233\350\241\214\345\244\247\345\260\217\346\257\224\350\276\203\347\232\204\357\274\237\350\277\207\347\250\213\345\271\266\344\270\215\345\203\217\346\210\221\344\273\254\346\203\263\347\232\204\351\202\243\346\240\267\347\256\200\345\215\225.html" "b/18.\344\270\244\344\270\252Python\346\225\264\346\225\260\344\271\213\351\227\264\346\230\257\345\246\202\344\275\225\350\277\233\350\241\214\345\244\247\345\260\217\346\257\224\350\276\203\347\232\204\357\274\237\350\277\207\347\250\213\345\271\266\344\270\215\345\203\217\346\210\221\344\273\254\346\203\263\347\232\204\351\202\243\346\240\267\347\256\200\345\215\225.html" new file mode 100644 index 0000000..efb5190 --- /dev/null +++ "b/18.\344\270\244\344\270\252Python\346\225\264\346\225\260\344\271\213\351\227\264\346\230\257\345\246\202\344\275\225\350\277\233\350\241\214\345\244\247\345\260\217\346\257\224\350\276\203\347\232\204\357\274\237\350\277\207\347\250\213\345\271\266\344\270\215\345\203\217\346\210\221\344\273\254\346\203\263\347\232\204\351\202\243\346\240\267\347\256\200\345\215\225.html" @@ -0,0 +1,331 @@ + + + + + + 18. 两个 Python 整数之间是如何进行大小比较的？过程并不像我们想的那样简单 - CPython3.8 源码探秘 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ +
+ + + + + + + +
+
+

楔子

+

通过考察整数的底层实现，我们明白了它能够保证不溢出的缘由。整数的值在底层是由 C 数组来维护的，通过组合多个 digit（uint32_t）来实现大整数的存储。这么做的好处就是 Python 整数没有大小限制了，因此不会溢出，而不会溢出是因为数组没有长度限制，所以只要你的内存足够，就可以存任意大的数。

+

Python 表示：存不下？会溢出？这都不是事儿，直接继续往数组里面塞 digit 就 ok 了。另外数组存的是绝对值，符号是通过 ob_size 体现的。

+

不过说实话，用数组实现大整数的做法非常普遍，并没有什么神秘的，就是将多个整数组合起来，模拟具有更高位的大整数。但这种实现方式的难点在于大整数的数学运算，它们才是重点，实现的时候比较考验编程技巧以及思维逻辑。

+

因此 Python 的整数比浮点数要复杂的多，浮点数在底层直接用 C 的 double 来维护具体的值，因此运算的话，比如相加，直接转成 C 的 double 做加法即可。但整数就不行了，在底层不能简单地将数组相加。

+

下面来看看具体实现。

+

整数的大小比较

+

先来看看整数的大小比较，由于整数具体的值是通过数组维护的，显然数组越长，整数的绝对值就越大，这是毫无疑问的。至于整数的正负，则由 ob_size 来体现。

+

因此可以得出一个结论：当两个整数在比大小时，可以先比较各自的 ob_size，如果 ob_size 不一样，可以直接比较出大小，并且 ob_size 越大，对应的整数越大。但如果两个整数的 ob_size 一样，那么就从数组 ob_digit 的尾部元素开始，不断向前进行比较。只要两个整数的 ob_digit 中有一个对应元素不相同，那么就可以比较出大小。

+

之所以从数组的尾部开始，是因为数组元素的索引越大，那么充当的位数就越高，而在比较的时候显然要从高位开始比。

+
# ob_digit = [892311, 32, 3]
+a = 3458764548181171607
+# ob_digit = [2296, 31, 3]
+b = 3458764547106539768
+
+

我们以 a 和 b 为例，显然 a 大于 b，那么在底层，它们是如何比较的呢？

+

+

如果 ob_size 不相等，那么可以直接比较出大小。但这里两个整数的 ob_size 是相等的，所以需要比较 ob_digit，并且是从后往前比。具体做法就是让索引从 ob_digit 长度减 1 开始，依次往前遍历。

+
    +
  • 因为 a->ob_digit[2] 等于 b->ob_digit[2]，此时无法比较出大小，因此索引减一，比较上一个元素。
    • +
  • 因为 a->ob_digit[1] 大于 b->ob_digit[1]，所以成功比较出大小，可以得出 |a| 大于 |b|。
    • +
+

当然啦，由于数组反映的是绝对值的大小，所以还需要判断符号。

+
    +
  • 如果是正数，那么和绝对值相同。
    • +
  • 但如果是负数，那么绝对值越大，对应的整数反而越小，因此比较之后的结果还要再乘上 -1。
    • +
+
from ctypes import *
+
+class PyLongObject(Structure):
+    _fields_ = [
+        ("ob_refcnt", c_ssize_t),
+        ("ob_type", c_void_p),
+        ("ob_size", c_ssize_t),
+        ("ob_digit", c_uint32 * 3)
+    ]
+
+a = 3458764548181171607
+b = 3458764547106539768
+long_obj1 = PyLongObject.from_address(id(a))
+long_obj2 = PyLongObject.from_address(id(b))
+print(list(long_obj1.ob_digit))  # [892311, 32, 3]
+print(list(long_obj2.ob_digit))  # [2296, 31, 3]
+
+

以上就是整数的大小比较逻辑，下面再看一下具体的源码实现。

+

+

int 类型对象的 tp_richcompare 字段的值为 long_richcompare，所以具体的比较逻辑便由该函数负责实现。

+
// Objects/longobject.c
+
+static PyObject *
+long_richcompare(PyObject *self, PyObject *other, int op)
+{   
+    // 比较结果
+    int result;
+    // 类型检测，确保 self 和 other 的类型都是整数
+    CHECK_BINOP(self, other);
+    // self 和 other 都是泛型指针 PyObject *
+    // 如果 self == other，说明指针保存的地址相同，它们指向的是同一个对象
+    // 因此可以直接判定两者相等
+    if (self == other)
+        result = 0;
+    else
+        // 否则调用 long_compare，将对象维护的 ob_digit 抽出来，挨个比较
+        // 如果 self > other，那么 result 为 1
+        // 如果 self == other，那么 result 为 0
+        // 如果 self < other，那么 result 为 -1
+        result = long_compare((PyLongObject*)self, (PyLongObject*)other);
+    // 一会儿解释
+    Py_RETURN_RICHCOMPARE(result, 0, op);
+}
+
+

在 Python 中不同的算术操作符会对应不同的魔法方法，而在 C 中均由 long_richcompare 函数实现。

+

+

而在 long_richcompare 里面，不管操作符是什么，result 都是固定的。

+
    +
  • 如果 self > other，那么 result 为 1；
    • +
  • 如果 self == other，那么 result 为 0；
    • +
  • 如果 self < other，那么 result 为 -1；
    • +
+

不管我们传入的操作符 op 是什么，都不影响上面的结论，因为 result 只是表达了 self 和 other 之间的关系。然后再看一下结尾的 Py_RETURN_RICHCOMPARE 这个宏，它的定义如下。

+
// Include/object.h
+#define Py_RETURN_RICHCOMPARE(val1, val2, op)                               \
+    do {                                                                    \
+        switch (op) {                                                       \
+        case Py_EQ: if ((val1) == (val2)) Py_RETURN_TRUE; Py_RETURN_FALSE;  \
+        case Py_NE: if ((val1) != (val2)) Py_RETURN_TRUE; Py_RETURN_FALSE;  \
+        case Py_LT: if ((val1) < (val2)) Py_RETURN_TRUE; Py_RETURN_FALSE;   \
+        case Py_GT: if ((val1) > (val2)) Py_RETURN_TRUE; Py_RETURN_FALSE;   \
+        case Py_LE: if ((val1) <= (val2)) Py_RETURN_TRUE; Py_RETURN_FALSE;  \
+        case Py_GE: if ((val1) >= (val2)) Py_RETURN_TRUE; Py_RETURN_FALSE;  \
+        default:                                                            \
+            Py_UNREACHABLE();                                               \
+        }                                                                   \
+    } while (0)
+
+

这个宏做的事情很简单，就是基于操作符比较 val1 和 val2，如果 if 条件成立，返回 Python 的 True，否则返回 Python 的 False。而在 long_richcompare 里面，最后调用这个宏的时候，给 val1、val2 传的是 result 和 0。注意：这一步稍微有点绕，我们举个例子就简单了。

+

假设 self = 5，other = 6，我们要判断 self > other 是 True 还是 False。

+

首先 self 小于 other，因此在 long_richcompare 里面比较之后，result 会等于 -1。那么调用宏的时候，传的三个参数就是 -1、0、Py_GT。然后执行对应分支，发现 val1 > val2 不成立，于是返回 False，因此 self > other 的结果也是 False。

+

所以 long_richcompare 里面的 result 只是通过 1、0、-1 描述了 self 和 other 之间的关系（C 语言的特点之一），而判断 self > other 最终等价于判断 result > 0，同理其它操作符也是如此。

+

再举个例子，假设要判断 self <= other，那么最终等价于判断 result <= 0。

+
    +
  • 如果 self > other，那么 result 就是 1，而 1 <= 0 不成立，所以 self <= other 就是 False。
    • +
  • 如果 self == other，那么 result 就是 0，而 0 <= 0 成立，所以 self <= other 就是 True。
    • +
  • 如果 self < other，那么 result 就是 -1，而 -1 <= 0 成立，所以 self <= other 就是 True。
    • +
+

因此最后这一步还是很巧妙的，但也稍微有一点绕。估计有人会好奇，为啥不能像浮点数那样直接比较呢？其实原因很好想，因为浮点数在底层使用 double 类型的字段来维护具体的值，比较逻辑非常简单。但整数不同，由于整数的值是通过数组维护的，比较起来非常复杂，如果还按照上面那种做法，那么每个分支里面会存在大量重复代码。

+

所以整数在比较的时候，先不管指定的操作符是什么，而是先判断两个数的大小关系。如果两个数是大于关系，那么给 result 赋值为 1；等于关系，赋值为 0；小于关系，赋值为 1。

+

最后将两个整数的比较操作，转成 result 和 0 的比较操作，这个实现思路非常巧妙，你在工作中也可以用起来。

+

但是还没结束，我们还有最关键的一步没有看。

+

+

显然这最关键的一步就在 long_compare 身上，它负责具体的比较逻辑。

+
// Objects/longobject.c
+
+static int
+long_compare(PyLongObject *a, PyLongObject *b)
+{
+    Py_ssize_t sign;
+    // 如果两个整数的 ob_size 不一样，那么直接可以比较出大小
+    if (Py_SIZE(a) != Py_SIZE(b)) {
+        sign = Py_SIZE(a) - Py_SIZE(b);
+    }
+    else {
+        // 否则说明 ob_size 一样，那么获取 ob_size 的绝对值，即数组 ob_digit 的长度
+        Py_ssize_t i = Py_ABS(Py_SIZE(a));
+        // 从后往前依次比较数组元素的大小
+        while (--i >= 0 && a->ob_digit[i] == b->ob_digit[i])
+            ;
+        // 如果两个数组的元素全部一样，那么 i 最终会等于 -1
+        if (i < 0)
+            sign = 0;
+        // 否则说明两个数组中索引为 i 的元素存在不同
+        else {
+            // 那么比较大小
+            sign = (sdigit)a->ob_digit[i] - (sdigit)b->ob_digit[i];
+            // 如果 ob_size < 0，说明是负数，那么比较结果还要再乘上 -1
+            if (Py_SIZE(a) < 0)
+                sign = -sign;
+        }
+    }
+    // 如果 a < b，那么 sign < 0，直接返回 -1
+    // 如果 a == b，那么 sign == 0，直接返回 0
+    // 如果 a > b，那么 sign > 0，直接返回 1
+    return sign < 0 ? -1 : sign > 0 ? 1 : 0;
+}
+
+

以上就是 Python 整数的比较逻辑，所以一个简单的整数比较，Python 底层居然做了这么多工作。

+

小结

+

以上就是整数的比较逻辑，所以用数组实现大整数的思路没什么特别的，但难点就在于运算。而为了方便大家理解和消化，本篇文章暂时只介绍比较操作，下一篇文章来介绍整数的运算。

+
+

 

+

欢迎大家关注我的公众号：古明地觉的编程教室。

+

+

如果觉得文章对你有所帮助，也可以请作者吃个馒头，Thanks♪(･ω･)ﾉ。

+

+ +
+ + +
+
+ + + +
+ + + + + + + + + + + + + diff --git "a/2.\345\217\230\351\207\217\345\222\214\345\257\271\350\261\241\357\274\214\345\256\203\344\273\254\344\271\213\351\227\264\346\234\211\344\273\200\344\271\210\345\214\272\345\210\253\345\222\214\350\201\224\347\263\273\345\221\242\357\274\237.html" "b/2.\345\217\230\351\207\217\345\222\214\345\257\271\350\261\241\357\274\214\345\256\203\344\273\254\344\271\213\351\227\264\346\234\211\344\273\200\344\271\210\345\214\272\345\210\253\345\222\214\350\201\224\347\263\273\345\221\242\357\274\237.html" index 64ff864..30891f5 100644 --- "a/2.\345\217\230\351\207\217\345\222\214\345\257\271\350\261\241\357\274\214\345\256\203\344\273\254\344\271\213\351\227\264\346\234\211\344\273\200\344\271\210\345\214\272\345\210\253\345\222\214\350\201\224\347\263\273\345\221\242\357\274\237.html" +++ "b/2.\345\217\230\351\207\217\345\222\214\345\257\271\350\261\241\357\274\214\345\256\203\344\273\254\344\271\213\351\227\264\346\234\211\344\273\200\344\271\210\345\214\272\345\210\253\345\222\214\350\201\224\347\263\273\345\221\242\357\274\237.html" @@ -78,7 +78,7 @@ diff --git "a/3.Python\345\257\271\350\261\241\346\234\211\345\223\252\345\207\240\347\247\215\357\274\214\346\210\221\344\273\254\345\217\257\344\273\245\344\273\216\345\223\252\344\272\233\350\247\222\345\272\246\350\277\233\350\241\214\345\210\206\347\261\273\345\221\242\357\274\237.html" "b/3.Python\345\257\271\350\261\241\346\234\211\345\223\252\345\207\240\347\247\215\357\274\214\346\210\221\344\273\254\345\217\257\344\273\245\344\273\216\345\223\252\344\272\233\350\247\222\345\272\246\350\277\233\350\241\214\345\210\206\347\261\273\345\221\242\357\274\237.html" index 2ce6b5f..7183014 100644 --- "a/3.Python\345\257\271\350\261\241\346\234\211\345\223\252\345\207\240\347\247\215\357\274\214\346\210\221\344\273\254\345\217\257\344\273\245\344\273\216\345\223\252\344\272\233\350\247\222\345\272\246\350\277\233\350\241\214\345\210\206\347\261\273\345\221\242\357\274\237.html" +++ "b/3.Python\345\257\271\350\261\241\346\234\211\345\223\252\345\207\240\347\247\215\357\274\214\346\210\221\344\273\254\345\217\257\344\273\245\344\273\216\345\223\252\344\272\233\350\247\222\345\272\246\350\277\233\350\241\214\345\210\206\347\261\273\345\221\242\357\274\237.html" @@ -78,7 +78,7 @@ diff --git "a/4.\344\270\207\344\270\210\351\253\230\346\245\274\345\271\263\345\234\260\350\265\267\357\274\214\344\270\200\345\210\207\344\273\216PyObject\345\274\200\345\247\213.html" "b/4.\344\270\207\344\270\210\351\253\230\346\245\274\345\271\263\345\234\260\350\265\267\357\274\214\344\270\200\345\210\207\344\273\216PyObject\345\274\200\345\247\213.html" index 7ab108b..9eb2c92 100644 --- "a/4.\344\270\207\344\270\210\351\253\230\346\245\274\345\271\263\345\234\260\350\265\267\357\274\214\344\270\200\345\210\207\344\273\216PyObject\345\274\200\345\247\213.html" +++ "b/4.\344\270\207\344\270\210\351\253\230\346\245\274\345\271\263\345\234\260\350\265\267\357\274\214\344\270\200\345\210\207\344\273\216PyObject\345\274\200\345\247\213.html" @@ -78,7 +78,7 @@ diff --git a/404.html b/404.html index 676f5f0..06afbd8 100644 --- a/404.html +++ b/404.html @@ -79,7 +79,7 @@ diff --git "a/5.\350\257\246\350\247\243PyTypeObject\357\274\214Python\347\261\273\345\236\213\345\257\271\350\261\241\347\232\204\350\275\275\344\275\223.html" "b/5.\350\257\246\350\247\243PyTypeObject\357\274\214Python\347\261\273\345\236\213\345\257\271\350\261\241\347\232\204\350\275\275\344\275\223.html" index ad91f03..2611183 100644 --- "a/5.\350\257\246\350\247\243PyTypeObject\357\274\214Python\347\261\273\345\236\213\345\257\271\350\261\241\347\232\204\350\275\275\344\275\223.html" +++ "b/5.\350\257\246\350\247\243PyTypeObject\357\274\214Python\347\261\273\345\236\213\345\257\271\350\261\241\347\232\204\350\275\275\344\275\223.html" @@ -78,7 +78,7 @@ diff --git "a/6.\351\200\232\350\277\207type\345\222\214object\344\271\213\351\227\264\347\232\204\345\205\263\350\201\224\357\274\214\350\277\233\344\270\200\346\255\245\345\210\206\346\236\220\347\261\273\345\236\213\345\257\271\350\261\241.html" "b/6.\351\200\232\350\277\207type\345\222\214object\344\271\213\351\227\264\347\232\204\345\205\263\350\201\224\357\274\214\350\277\233\344\270\200\346\255\245\345\210\206\346\236\220\347\261\273\345\236\213\345\257\271\350\261\241.html" index 90f4225..94f3986 100644 --- "a/6.\351\200\232\350\277\207type\345\222\214object\344\271\213\351\227\264\347\232\204\345\205\263\350\201\224\357\274\214\350\277\233\344\270\200\346\255\245\345\210\206\346\236\220\347\261\273\345\236\213\345\257\271\350\261\241.html" +++ "b/6.\351\200\232\350\277\207type\345\222\214object\344\271\213\351\227\264\347\232\204\345\205\263\350\201\224\357\274\214\350\277\233\344\270\200\346\255\245\345\210\206\346\236\220\347\261\273\345\236\213\345\257\271\350\261\241.html" @@ -78,7 +78,7 @@ diff --git "a/7.\345\275\223\345\210\233\345\273\272\344\270\200\344\270\252Python\345\257\271\350\261\241\346\227\266\357\274\214\350\203\214\345\220\216\351\203\275\347\273\217\345\216\206\344\272\206\345\223\252\344\272\233\350\277\207\347\250\213\357\274\237.html" "b/7.\345\275\223\345\210\233\345\273\272\344\270\200\344\270\252Python\345\257\271\350\261\241\346\227\266\357\274\214\350\203\214\345\220\216\351\203\275\347\273\217\345\216\206\344\272\206\345\223\252\344\272\233\350\277\207\347\250\213\357\274\237.html" index e7e806c..3b42dc0 100644 --- "a/7.\345\275\223\345\210\233\345\273\272\344\270\200\344\270\252Python\345\257\271\350\261\241\346\227\266\357\274\214\350\203\214\345\220\216\351\203\275\347\273\217\345\216\206\344\272\206\345\223\252\344\272\233\350\277\207\347\250\213\357\274\237.html" +++ "b/7.\345\275\223\345\210\233\345\273\272\344\270\200\344\270\252Python\345\257\271\350\261\241\346\227\266\357\274\214\350\203\214\345\220\216\351\203\275\347\273\217\345\216\206\344\272\206\345\223\252\344\272\233\350\277\207\347\250\213\357\274\237.html" @@ -78,7 +78,7 @@ diff --git "a/8.\345\275\223\350\260\203\347\224\250\344\270\200\344\270\252Python\345\257\271\350\261\241\346\227\266\357\274\214\350\203\214\345\220\216\351\203\275\347\273\217\345\216\206\344\272\206\345\223\252\344\272\233\350\277\207\347\250\213\357\274\237.html" "b/8.\345\275\223\350\260\203\347\224\250\344\270\200\344\270\252Python\345\257\271\350\261\241\346\227\266\357\274\214\350\203\214\345\220\216\351\203\275\347\273\217\345\216\206\344\272\206\345\223\252\344\272\233\350\277\207\347\250\213\357\274\237.html" index f921625..0993967 100644 --- "a/8.\345\275\223\350\260\203\347\224\250\344\270\200\344\270\252Python\345\257\271\350\261\241\346\227\266\357\274\214\350\203\214\345\220\216\351\203\275\347\273\217\345\216\206\344\272\206\345\223\252\344\272\233\350\277\207\347\250\213\357\274\237.html" +++ "b/8.\345\275\223\350\260\203\347\224\250\344\270\200\344\270\252Python\345\257\271\350\261\241\346\227\266\357\274\214\350\203\214\345\220\216\351\203\275\347\273\217\345\216\206\344\272\206\345\223\252\344\272\233\350\277\207\347\250\213\357\274\237.html" @@ -78,7 +78,7 @@ diff --git "a/9.\345\206\215\346\216\242\346\263\233\345\236\213API\357\274\214\346\204\237\345\217\227Python\345\257\271\350\261\241\347\232\204\350\256\276\350\256\241\345\223\262\345\255\246.html" "b/9.\345\206\215\346\216\242\346\263\233\345\236\213API\357\274\214\346\204\237\345\217\227Python\345\257\271\350\261\241\347\232\204\350\256\276\350\256\241\345\223\262\345\255\246.html" index 2168f7c..6b591f0 100644 --- "a/9.\345\206\215\346\216\242\346\263\233\345\236\213API\357\274\214\346\204\237\345\217\227Python\345\257\271\350\261\241\347\232\204\350\256\276\350\256\241\345\223\262\345\255\246.html" +++ "b/9.\345\206\215\346\216\242\346\263\233\345\236\213API\357\274\214\346\204\237\345\217\227Python\345\257\271\350\261\241\347\232\204\350\256\276\350\256\241\345\223\262\345\255\246.html" @@ -78,7 +78,7 @@ diff --git a/images/66.png b/images/66.png new file mode 100644 index 0000000000000000000000000000000000000000..a7d6b95b39d9d5835adb66b69888fd0545993e9a GIT binary patch literal 228291 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