From c26df46f13150a4e44ae29ed7e5fc94abe8a42aa Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E5=B0=8F=E4=BA=91=E5=90=8C=E5=AD=A6?= Date: Sat, 14 Dec 2024 02:13:58 +0800 Subject: [PATCH] =?UTF-8?q?bytes=20=E5=AF=B9=E8=B1=A1=E7=9A=84=E7=BC=93?= =?UTF-8?q?=E5=AD=98=E6=B1=A0?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- ...36\347\216\260\347\232\204\357\274\237.md" | 0 ...04\347\274\223\345\255\230\346\261\240.md" | 117 ++++++++++++++++++ src/SUMMARY.md | 5 +- src/images/85.png | Bin 0 -> 194862 bytes 4 files changed, 120 insertions(+), 2 deletions(-) rename "src/24.bytes\345\257\271\350\261\241\351\203\275\346\224\257\346\214\201\345\223\252\344\272\233\346\223\215\344\275\234\357\274\214\345\256\203\344\273\254\346\230\257\346\200\216\344\271\210\345\256\236\347\216\260\347\232\204\357\274\237 .md" => "src/24.bytes\345\257\271\350\261\241\351\203\275\346\224\257\346\214\201\345\223\252\344\272\233\346\223\215\344\275\234\357\274\214\345\256\203\344\273\254\346\230\257\346\200\216\344\271\210\345\256\236\347\216\260\347\232\204\357\274\237.md" (100%) create mode 100644 "src/26.\350\247\243\345\257\206bytes\345\257\271\350\261\241\347\232\204\347\274\223\345\255\230\346\261\240.md" create mode 100644 src/images/85.png diff --git "a/src/24.bytes\345\257\271\350\261\241\351\203\275\346\224\257\346\214\201\345\223\252\344\272\233\346\223\215\344\275\234\357\274\214\345\256\203\344\273\254\346\230\257\346\200\216\344\271\210\345\256\236\347\216\260\347\232\204\357\274\237 .md" "b/src/24.bytes\345\257\271\350\261\241\351\203\275\346\224\257\346\214\201\345\223\252\344\272\233\346\223\215\344\275\234\357\274\214\345\256\203\344\273\254\346\230\257\346\200\216\344\271\210\345\256\236\347\216\260\347\232\204\357\274\237.md" similarity index 100% rename from "src/24.bytes\345\257\271\350\261\241\351\203\275\346\224\257\346\214\201\345\223\252\344\272\233\346\223\215\344\275\234\357\274\214\345\256\203\344\273\254\346\230\257\346\200\216\344\271\210\345\256\236\347\216\260\347\232\204\357\274\237 .md" rename to "src/24.bytes\345\257\271\350\261\241\351\203\275\346\224\257\346\214\201\345\223\252\344\272\233\346\223\215\344\275\234\357\274\214\345\256\203\344\273\254\346\230\257\346\200\216\344\271\210\345\256\236\347\216\260\347\232\204\357\274\237.md" diff --git "a/src/26.\350\247\243\345\257\206bytes\345\257\271\350\261\241\347\232\204\347\274\223\345\255\230\346\261\240.md" "b/src/26.\350\247\243\345\257\206bytes\345\257\271\350\261\241\347\232\204\347\274\223\345\255\230\346\261\240.md" new file mode 100644 index 0000000..23c9bb3 --- /dev/null +++ "b/src/26.\350\247\243\345\257\206bytes\345\257\271\350\261\241\347\232\204\347\274\223\345\255\230\346\261\240.md" @@ -0,0 +1,117 @@ +bytes 对象是不可变对象,那么根据我们对浮点数的了解,可以大胆猜测 bytes 对象也有自己的缓存池。事实上确实如此,为了优化单字节 bytes 对象的创建效率,Python 底层维护了一个缓存池,该缓存池是一个 PyBytesObject \* 类型的数组。 + +~~~C +// Objects/bytesobject.c + +// 保存了 256 个单字节 bytes 对象,对应的 ASCII 码为 0 ~ 255 +static PyBytesObject *characters[UCHAR_MAX + 1]; +// 保存空 bytes 对象 +static PyBytesObject *nullstring; +~~~ + +Python 内部创建单字节 bytes 对象时,会先检查目标对象是否已在缓存池中。PyBytes_FromString 函数是负责创建 bytes 对象的一个常用的 Python/C API,我们看一下它的逻辑。 + +~~~C +// Objects/bytesobject.c + +// 基于 C 字符串创建 bytes 对象 +PyObject * +PyBytes_FromString(const char *str) +{ + size_t size; // bytes 对象的长度 + PyBytesObject *op; // 指向创建的 bytes 对象 + + assert(str != NULL); + // 计算 C 字符串的长度,它和对应的 bytes 对象的长度是相等的 + size = strlen(str); + if (size > PY_SSIZE_T_MAX - PyBytesObject_SIZE) { + PyErr_SetString(PyExc_OverflowError, + "byte string is too long"); + return NULL; + } + + // 如果 size 等于 0,并且 nullstring 保存了空 bytes 对象,那么直接返回 + if (size == 0 && (op = nullstring) != NULL) { +#ifdef COUNT_ALLOCS + _Py_null_strings++; +#endif + Py_INCREF(op); + return (PyObject *)op; + } + + // 如果 size 等于 1,比如 char *str = "a",证明创建的是单字节对象 + // 而 str 是字符串首元素的地址,所以 *str 会得到 'a',即 97 + // 假设 *str 是 97,那么 op 就是 bytes_characters[97] + if (size == 1 && (op = characters[*str & UCHAR_MAX]) != NULL) { +#ifdef COUNT_ALLOCS + _Py_one_strings++; +#endif + Py_INCREF(op); + return (PyObject *)op; + } + + // 否则创建新的 PyBytesObject 对象,此时是个空 + op = (PyBytesObject *)PyObject_MALLOC(PyBytesObject_SIZE + size); + if (op == NULL) + return PyErr_NoMemory(); + // 初始化内部字段 + (void)PyObject_INIT_VAR(op, &PyBytes_Type, size); + op->ob_shash = -1; + // 将 C 字符串拷贝到 ob_sval 中 + memcpy(op->ob_sval, str, size+1); + // 如果 size == 0,说明创建的是空 bytes 对象,那么赋值给 nullstring + if (size == 0) { + nullstring = op; + Py_INCREF(op); + } else if (size == 1) { + // 如果 size == 1,说明创建的是单字节 bytes 对象,那么放入到缓存池中 + // 并且在缓存池中的索引,就是该字节对应的 ASCII 码 + characters[*str & UCHAR_MAX] = op; + Py_INCREF(op); + } + // 转成泛型指针之后返回 + return (PyObject *) op; +} +~~~ + +整体来说并不难,该 API 会将 C 字符串全部拷贝到 ob_sval 中。但如果 C 字符串长度为 10,而我们只希望基于前 n 个字符创建 bytes 对象,这时候可以使用 PyBytes_FromStringAndSize 函数。 + ++ PyBytes_FromString("Hello World") 会返回 b"Hello World"。 ++ PyBytes_FromStringAndSize("Hello World", 5) 会返回 b"Hello",如果传递的第二个参数 size 和 C 字符串长度相同,那么效果和 PyBytes_FromString 是等价的。 + +至于 PyBytes_FromStringAndSize 的逻辑和 PyBytes_FromString 类似,缓存池部分也是一样的,可以自己看一下。 + +当 Python 程序开始运行时,字节序列缓存池是空的。但随着单字节 bytes 对象的创建,缓存池中的对象慢慢多了起来。这样一来,单字节序列首次创建后便在缓存池中缓存起来,后续再使用时会直接从缓存池中获取,避免重复创建和销毁。与前面章节介绍的小整数对象池一样,字节序列缓存池也只能容纳为数不多的 256 个单字节序列,但使用频率非常高。 + +![](./images/85.png) + +缓存池技术作为一种以空间换时间的优化手段,只需较小的内存为代价,便可明显提升执行效率。 + +~~~python +>>> a1 = b"a" +>>> a2 = b"a" +>>> a1 is a2 +True +>>> +>>> a1 = b"ab" +>>> a2 = b"ab" +>>> a1 is a2 +False +>>> +~~~ + +显然此时不需要解释了,单字节 bytes 对象会缓存起来,放到缓存池中。至于空字节 bytes 对象,则是由专门的 nullstring 变量保存,它们都是单例的。 + +到目前为止,关于 bytes 对象的内容就说完了。 + +----- + +  + +**欢迎大家关注我的公众号:古明地觉的编程教室。** + +![](./images/qrcode_for_gh.jpg) + +**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。** + +![](./images/supports.png) \ No newline at end of file diff --git a/src/SUMMARY.md b/src/SUMMARY.md index f5d4d72..e8a9c69 100644 --- a/src/SUMMARY.md +++ b/src/SUMMARY.md @@ -24,5 +24,6 @@ + [21. Python 的 None 是怎么实现的?](21.Python的None是怎么实现的?.md) + [22.深度解密 Python 切片的实现原理](22.深度解密Python切片的实现原理.md) + [23. bytes 对象(字节串)是怎么实现的?解密它的内部原理](23.bytes对象(字节串)是怎么实现的?解密它的内部原理.md) -+ [24. bytes 对象都支持哪些操作,它们是怎么实现的? ](24.bytes对象都支持哪些操作,它们是怎么实现的? .md) -+ [25. 通过 bytes 对象的合并,探究缓冲区的奥秘](25.通过bytes对象的合并,探究缓冲区的奥秘.md) \ No newline at end of file ++ [24. bytes 对象都支持哪些操作,它们是怎么实现的?](24.bytes对象都支持哪些操作,它们是怎么实现的?.md) ++ [25. 通过 bytes 对象的合并,探究缓冲区的奥秘](25.通过bytes对象的合并,探究缓冲区的奥秘.md) ++ [26. 解密 bytes 对象的缓存池](26.解密bytes对象的缓存池.md) \ No newline at end of file diff --git a/src/images/85.png b/src/images/85.png new file mode 100644 index 0000000000000000000000000000000000000000..6be76d653269f92a708ebe2610a21e9a9670e36e GIT binary patch literal 194862 zcmeFZWmJ{>7B`BbD1sm$T`Ee4h_rwxAdPf`v~+igfRds#Qc6pAFH*V$1f;v9yW!4- z=e*;+W1Nro<7JFJ&OYwF*R!5~%=xQ{|7+=2w{MZ$LP0^fEhZ`?hk}BUgo1M8=}k2F zlMM;A5cnT-D^XQj6clDE7WoSBwOo0be~ugfM{MQGk+}T7jvhuIJme-e0r@=;;2U`ZNdU=bM2nHr-wB zlP5JXJuTYy-6sjQp>ZFEPO7`PN#do`Uow9iSpJ+lu(11hx3D<>ov%n(f8)I?-IVPX z&N|&!;vAi2zbXY5@9xG?e9%&gjLa|0Z(Y{;ETnaK_H$C|2xE~f24j(6o;ofhC9?W) z6iRpcDK$$cZ+AsC4NG+`${`jN=j;Y`yG5L>K69LUIH6TSXoZ!9tVP3-s7V`!E&7yO zyA0Q2t484tIrC&4F3$h@`SL(gh~~ln{1J}!lNS1)KLL+%;{E>T&t07dJpb!4I5>0- zLU#Z2F%RT?{FnacV}w#};`RFf&*zBZP$%L2&j!q^NzaS+^{>c%&EQep-V5b`tS1*(qvzK zm+E_+@#$Bn$(cz>Nxy!`(~MO)ZWs(lv+7MPE=Ez!9_^1>7U(tw47HZS(O@Ko zeEQU!p6C&<*ppbx$e{iGDi$U8RZ~;brn4109#}vXm5ka~R07?Jn6Nof%$g1L-Z!k* z$GClbeeXYbFf*U_AxSteNu$ChL$!$d>r>HYP6eYlUr!=KN$M{I4iP&N(^69<#9zfVm~E#`aaX|y&`g5mA%uFY^V z<&B+hG|B(=;m-G0WfokX=cgS4>Z+@Wwe}a{zn;bpv;zDuZ|VW8mPwe*ypcB2-LQZ?QBiedmqjO zvS=}6X;eIc1Iiq1{_NQ^tJOaRQJ$sw`E?0=uCKF{n39`6CnV%@N_Sw`=rZ$RVz->1 zome058fze2@TajUsx`_>3JL^&^rgz?sIfnN`wL}lq@>YRF;o9!qwL~r!xOfkxkKd; zaWK*NiJbR!whF8FXf%&K{Z&*{c+u0H9#+#q#_1hvYwNdv^6%^F>S{$s&@0~ZJli8& zU0n@2q_<%?j~8F~OgN#9;`Z@N?3N>*0cSV&6T3BK6qpEK<|clZAH{${i2ZP3Nb)0KOXfF^L1bfnisckoCT;)pK#)CJDT6Ozq8o`8koy!ilbtv@L zm8s3?M(#+z^S@W^Kg_m-NF-uoVRd*Mg2oc z%ER*ARsSCX=YB7IZxQn!UZrJXx=qSy@w34f!+LFmec2Wk{O0Z3!f)Twa#)PrgmYhB zUjAlxsh3u}rdqXy2nWaOXlGFmu5ZkO_=nwHJ0TH~2Tz{hrc1{+z-P#&NfKj{JiY0D zvd?ZJ{}QeD^fr8$q-2nl;MqCCHSf`PRF;~a8`u<2>Hh;ew$r?CU{y!@V4)DQXbDM5 zN|su#UVn#2Bdt$gWxql|!SCkx#GqY2GcX{a{qC%3iQ4L9t+w?87uX$Y={Ud9GRtHw zgiAE1B?Y}=W=clz`=!<4qC@kEXJp(qLN2$oY;2yaPgHnUIj&Dld7(z{_sby9lSl|f zuwmEN822EkG`0(!g3q7Vnd((L?@*UoPGVVFT6&M-Hcciu$4)QxCSQK*iTfJmR#$>a zIXTL;FIzdx?638a zF3Ce*qM-P+xoJhl>wsBg)bjyKtw<1&m&JIcfy9eS>GVcz&of_vi&MNCSY*%b?231X zk>?IJU~_x>$?)3p{bI)YZ}ez$h^=U<6U0Pm6DdGdsb;5&0`Rd#BuAZ=lRi% zwb8N`SfV}Z?}3;9^my-Wf7)#aQRyAF2&Js1zEp|c6frzT%}Rx@KFoOVCjNLd4NXng z;YM+~kR@@)v+{pg(a~wx9&$Zx#%#y>5djng!`dW!KmfDzZ&!SgB;1E zkciNfEjBi?1fW<^F=C!oBXG8sz9c!^3Z0wNmyCIGJx8siAx$dwZcj{>a-J@9d?KiI z9bx@l^S{2od^=joG&VMtuhWQz5L>DX>>6QE&J}`QCtcK0swL!lAfAt5o5e&yvwEC5DaxSSymjlv#rc^ccQ6vg<>uxhVb(1w*ZUkC z1gJN#ej<0@Q)!>QjYFk%!H(6}_Uk3f*=EjBV$cv`R?gKZ)#zt@5O^h`nL|7*(BP~a z5LgJMfYNUz56Asg)mJpGoW7~W@;a>&%}#QN zps=VrjJ^EmCw_xnIXOA9m3GTyM8Vs8!oAbB@3s#`1~-}oE`CBONY2PPUGI+PUFu8i z=;)svu(~*RhcZ3|l`*r#`Sj45i7@ZSbrRv5!lp6k6b3t@=OKOlS^C=E@Zcm5Ub|IVMgi-YYgpHAFqkk1j3Qh)4LhTC zB1=QaxZnSfPyhP+1KfT;9I89GxJi8(T8kSSAv^Eo(f4F4tJIG#QiFq&JTBQF?M7%5 z4hJ_8VFvyv?HLLG$ts%;-1VL=g2V-3?8Zjc)|Qqz^?D(IZ&Pb)!H0)VVIyKPGA%L! 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