1. 从零开始写一个Jison解析器(1/10)：Jison，不是Json
  2. 从零开始写一个 Jison 解析器(2/10)：学习解析器生成器 parser generator 的正确姿势

    文章目录

    • 学习解析器生成器parser generator和学习程序开发的区别和联系
    • 准备本例中的数据
    • 安装本例主要工具`Jison`
    • 安装本例辅助工具`Uni`
    • 本例中的数据

学习解析器生成器parser generator和学习程序开发的区别和联系

尽管解析器生成器生成的是程序代码，而且用于生成解析器生成器程序代码的语法文件中也包含程序代码，但是解析器生成器的学习过程有别于一般的程序开发学习过程。

一般的程序开发学习过程是围绕程序的确定执行逻辑展开的，写什么样的程序，输入什么数据，会得到什么样的输出数据；反之，输入什么数据，期望得到什么样的输出数据，需要写什么样的程序。

解析器生成器程序的目标也是得到期望的输出数据，然而并不像学习程序开发那样比较确定的输入数据。

因为解析器生成器的用途就是把各种可能的数据解析成期望的结构。

在练习解析器生成器的基本语法的时候，可以像一般的程序开发学习过程那样输入确定的数据，期望得到一个确定的结果。

然而针对实际需求开发解析器生成器的时候，从一开始就要基于数据的千变万化思考。

如果仅关注给定的一种或者几种输入数据，那么开发出来的解析器生成器可能更多的关注这几种数据情况，而缺乏广泛的适用性。

因此学习解析器生成器应当避免人工模拟数据，人工模拟数据就像是 123456 和 qwerty 是最常见的密码一样，人工模拟数据会陷入思维定式，因而缺乏数据的多样性。

例如在 Shell 脚本中处理密码，如果缺乏足够的测试可能就不能正确处理密码中包含特殊字符的情况：!、“、#、$、%、&、‘、(、)、*、,、/、:、;、<、=、>、?、@、[、\、]、^、{、|、}。甚至于+和-，某些命令把开头为+和-的参数识别为内置参数。

解析器生成器也类似，人工模拟数据往往缺乏考虑各种情况，反之，人工考虑的各种极端情况，也许在真实环境中并不会出现，例如输入数据本身就是由程序生成时，可能会有一些超过预想之外的情况，但是受限于生成数据的程序，也并非所有的极端情况都会出现。

所以学习解析器生成器可以从实际场景中程序生成的数据开始，这样的数据有一定规律，或者说这种数据在生成数据的程序内部是有结构的，但是生成程序并没有直接暴露出这种数据结构，此时就需要按照输出的数据反向得到用于生成的数据结构。

既然是一种反向，那么特别简单的反向就没有什么学习价值了，例如按照已知的规范生成的，那么相应的按照规范解析即可，例如JSON格式在几乎所有的编程语言上都有成熟的函数库，在相当多的情况下并不需要专门开发解析程序。

凡事都有例外，还有少数情况是需要的，例如JSON解析程序会把浮点数转换为编程语言中浮点数的精度，即使在不要求高精度的场合，这种转换仍旧会引入误差，此时就需要自行开发解析程序了。

准备本例中的数据

综合上述考虑，本例按照程序生成、不属于已知的规范、易于获得、有一定随机性选择数据来源。

本例中的数据为 Mac 操作系统的 launchctl，launchctl 用于操作 launchd ，可以管理和查看守护进程、代理进程以及 XPC 服务等。launchctl 可以生成数据，生成的数据可以阅读，但是并不属于已知的规范，在电脑上使用命令即可获得，获得的数据依赖不同电脑而不同。

数据生成方式为：

sudo launchctl print system > ./launchctl_system.txt

文末附有完整的内容。

安装本例主要工具Jison

本例使用Jison命令，需要先安装Node，然后安装Jison，安装方式为

npm install jison -g

安装本例辅助工具Uni

为了便于分析字符，，本例还可以辅助使用 uni ，安装方式为

brew install uni

例如使用如下命令可以查询到对应的行

sudo launchctl print system | grep '"com.apple'

结果为

 "com.apple.CSCSupportd" => true"com.apple.ftpd" => true"com.apple.mdmclient.daemon.runatboot" => true

在 Mac 的命令行终端上 => 显示成向右箭头，容易和 ⇒（Unicode 21D2，HTML &rArr;）与 ⟹（Unicode 27F9，HTML &xrArr;）混淆。如果使用 uni 就易于分辨了。

sudo launchctl print system | grep '"com.apple.ftpd' | uni identify

输出为

     cpoint  dec    utf-8       html       name
'␉'  U+0009  9      09          &Tab;      CHARACTER TABULATION (Control)
'"'  U+0022  34     22          &quot;     QUOTATION MARK (Other_Punctuation)
'c'  U+0063  99     63          &#x63;     LATIN SMALL LETTER C (Lowercase_Letter)
'o'  U+006F  111    6f          &#x6f;     LATIN SMALL LETTER O (Lowercase_Letter)
'm'  U+006D  109    6d          &#x6d;     LATIN SMALL LETTER M (Lowercase_Letter)
'.'  U+002E  46     2e          &period;   FULL STOP (Other_Punctuation)
'a'  U+0061  97     61          &#x61;     LATIN SMALL LETTER A (Lowercase_Letter)
'p'  U+0070  112    70          &#x70;     LATIN SMALL LETTER P (Lowercase_Letter)
'p'  U+0070  112    70          &#x70;     LATIN SMALL LETTER P (Lowercase_Letter)
'l'  U+006C  108    6c          &#x6c;     LATIN SMALL LETTER L (Lowercase_Letter)
'e'  U+0065  101    65          &#x65;     LATIN SMALL LETTER E (Lowercase_Letter)
'.'  U+002E  46     2e          &period;   FULL STOP (Other_Punctuation)
'f'  U+0066  102    66          &#x66;     LATIN SMALL LETTER F (Lowercase_Letter)
't'  U+0074  116    74          &#x74;     LATIN SMALL LETTER T (Lowercase_Letter)
'p'  U+0070  112    70          &#x70;     LATIN SMALL LETTER P (Lowercase_Letter)
'd'  U+0064  100    64          &#x64;     LATIN SMALL LETTER D (Lowercase_Letter)
'"'  U+0022  34     22          &quot;     QUOTATION MARK (Other_Punctuation)
'='  U+003D  61     3d          &equals;   EQUALS SIGN (Math_Symbol)
'>'  U+003E  62     3e          &gt;       GREATER-THAN SIGN (Math_Symbol)
't'  U+0074  116    74          &#x74;     LATIN SMALL LETTER T (Lowercase_Letter)
'r'  U+0072  114    72          &#x72;     LATIN SMALL LETTER R (Lowercase_Letter)
'u'  U+0075  117    75          &#x75;     LATIN SMALL LETTER U (Lowercase_Letter)
'e'  U+0065  101    65          &#x65;     LATIN SMALL LETTER E (Lowercase_Letter)

可以看到终端中显示的右箭头实际为

'='  U+003D  61     3d          &equals;   EQUALS SIGN (Math_Symbol)
'>'  U+003E  62     3e          &gt;       GREATER-THAN SIGN (Math_Symbol)

本例中的数据

com.apple.xpc.launchd.domain.system = {type = systemhandle = 0active count = 648on-demand count = 0service count = 362active service count = 160activity ratio = 0.44maximum allowed shutdown time = 65 sservice stats = 0creator = launchd.1creator euid = 0external activation count = 0security context = {uid unsetasid = 0}bringup time = 89 msdeath port = 0xf03in-progress bootstraps = 0pended requests = 0pending requests = {}subdomains = {com.apple.xpc.launchd.domain.pid.iCloudHelper.36105com.apple.xpc.launchd.domain.pid.LegacyExternalColorPickerService.33091com.apple.xpc.launchd.domain.pid.MTLCompilerService.33090com.apple.xpc.launchd.domain.pid.SQLPro Studio.33084com.apple.xpc.launchd.domain.pid.MTLCompilerService.29491com.apple.xpc.launchd.domain.pid.Firewall.28818com.apple.xpc.launchd.domain.pid.AlertNotificationService.28762com.apple.xpc.launchd.domain.pid.Chromium.28744com.apple.xpc.launchd.domain.pid.VTDecoderXPCService.28754com.apple.xpc.launchd.domain.pid.Chromium Helper.28750com.apple.xpc.launchd.domain.pid.AdvertisingExtension.28742com.apple.xpc.launchd.domain.pid.PrivacyAnalytics.28741com.apple.xpc.launchd.domain.pid.remoteservice.28740com.apple.xpc.launchd.domain.pid.assistant_service.652com.apple.xpc.launchd.domain.pid.com.apple.sbd.475com.apple.xpc.launchd.domain.pid.writeconfig.1003com.apple.xpc.launchd.domain.pid.remoteservice.1001com.apple.xpc.launchd.domain.pid.HasTRB.996com.apple.xpc.launchd.domain.pid.AccountProfileRemoteViewService.977com.apple.xpc.launchd.domain.pid.System Preferences.976com.apple.xpc.launchd.domain.pid.MTLCompilerService.89150com.apple.xpc.launchd.domain.pid.LegacyExternalColorPickerService.89123com.apple.xpc.launchd.domain.pid.CodeRunner.88954com.apple.xpc.launchd.domain.pid.FinderSync.85293com.apple.xpc.launchd.domain.pid.FinderSync.85058com.apple.xpc.launchd.domain.pid.MTLCompilerService.85048com.apple.xpc.launchd.domain.pid.CategoriesService.85047com.apple.xpc.launchd.domain.pid.QuickLookUIService.85042com.apple.xpc.launchd.domain.pid.openAndSavePanelService.85041com.apple.xpc.launchd.domain.pid.MTLCompilerService.85002com.apple.xpc.launchd.domain.pid.VTDecoderXPCService.84999com.apple.xpc.launchd.domain.pid.Code Helper (GP.84998com.apple.xpc.launchd.domain.pid.Electron.84981com.apple.xpc.launchd.domain.pid.MTLCompilerService.69317com.apple.xpc.launchd.domain.pid.Jump 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Chrome.4968com.apple.xpc.launchd.domain.pid.VirtualBoxVM.3990com.apple.xpc.launchd.domain.pid.avconferenced.3832com.apple.xpc.launchd.domain.pid.coreautha.3567com.apple.xpc.launchd.domain.pid.UsageTrackingAgent.3298com.apple.xpc.launchd.domain.pid.WeChat.3017com.apple.xpc.launchd.domain.pid.Terminal.2781com.apple.xpc.launchd.domain.pid.recentsd.2738com.apple.xpc.launchd.domain.pid.SCIM_Extension.2735com.apple.xpc.launchd.domain.pid.MTLCompilerService.2729com.apple.xpc.launchd.domain.pid.SiriNCService.1953com.apple.xpc.launchd.domain.pid.WebContent.1330com.apple.xpc.launchd.domain.pid.photolibraryd.1219com.apple.xpc.launchd.domain.pid.WebContent.1097com.apple.xpc.launchd.domain.pid.Networking.1085com.apple.xpc.launchd.domain.pid.BKAgentService.981com.apple.xpc.launchd.domain.pid.PodcastContentService.979com.apple.xpc.launchd.domain.pid.AMPLibraryAgent.571com.apple.xpc.launchd.domain.pid.animationperfd.973com.apple.xpc.launchd.domain.pid.suggestd.826com.apple.xpc.launchd.domain.pid.storeassetd.956com.apple.xpc.launchd.domain.pid.deleted.910com.apple.xpc.launchd.domain.pid.storedownloadd.951com.apple.xpc.launchd.domain.pid.storeuid.947com.apple.xpc.launchd.domain.pid.hiservices-xpcservice.950com.apple.xpc.launchd.domain.pid.Microsoft OneNote.902com.apple.xpc.launchd.domain.pid.Mate Translate.898com.apple.xpc.launchd.domain.pid.SoftwareUpdateNotificationManager.905com.apple.xpc.launchd.domain.pid.suhelperd.907com.apple.xpc.launchd.domain.user.200com.apple.xpc.launchd.domain.pid.softwareupdated.906com.apple.xpc.launchd.domain.pid.Murus.897com.apple.xpc.launchd.domain.pid.Sound Control.846com.apple.xpc.launchd.domain.pid.et.freemacsoft.AppCleaner-SmartDelete.787com.apple.xpc.launchd.domain.pid.storagekitd.852com.apple.xpc.launchd.domain.pid.5C27NK92C.com.flexibits.fantastical2.mac.helper.783com.apple.xpc.launchd.domain.pid.Helper.824com.apple.xpc.launchd.domain.pid.Hidden 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com.apple.BluetoothDOServer0xb603    M   D   com.apple.storereceiptinstaller0x7703    M   D   com.apple.private.alloy.timezonesync-idswake0x5f03    M   A   com.apple.audio.AudioComponentRegistrar0x5903    M   A   com.apple.coreduetd.context0x22d03    M   D   fr.whitebox.packages.build.dispatcher0x28803    M   A   com.crystalidea.macsfancontrol.smcwrite0x28903    M   A   it.murus.pf.helper.murusmonitor0x1a203    M   A   com.apple.iconservices.store0x19303    M   D   com.apple.netauth.sys.auth0x1d603    M   A   com.apple.biokitaggdd.daemon0x1e503    M   D   com.apple.dt.xctestd.target0x1ee03    M   A   com.apple.logind0x10903    M   D   com.apple.DataDetectorsSourceAccess0x11b03    M   A   com.apple.AirPlayXPCHelper0x6203    M   A   com.apple.logd.cachedelete0x3e03    M   D   com.apple.storedownloadd.daemon0x3b03    M   D   com.apple.mobile.keybagd.mach0x1b103    M   A   com.apple.networkd_privileged0x11703    M   D   com.apple.airplay.apsynccontroller.xpc0x4603    M   D   com.apple.installandsetup.systemmigrationd.SelectSource0x3a03    M   A   com.apple.mobile.keybagd.xpc0x5103    M   D   com.apple.fontmover0x2a603    M   A   com.apple.coreservices.appleevents0x1ac03    M   A   com.apple.CoreDisplay.master0x1a803    M   A   com.apple.windowserver.watchdog0x18603    M   A   com.apple.security.translocation0x1e003    M   A   com.apple.thermald0x1e403    M   A   com.apple.ProgressReporting0x1f103    M   D   com.apple.aps.mdmclient.daemon.push.production0x15e03    M   D   com.apple.corecaptured0x1f903    M   D   com.apple.TrustEvaluationAgent0x15703    M   D   com.apple.afpfs_checkafp0xf103    M   A   com.apple.locationd.routine0xe603    M   D   com.apple.tailspind0xff03    M   A   com.apple.mDNSResponder.dnsproxy0x6c03    M   A   com.apple.SystemConfiguration.DNSConfiguration0xa903    M   A   com.apple.sysextd0x4c03    M   A   com.apple.system.opendirectoryd.membership0x2103    M   D   com.apple.findmymacmessenger0x2603    M   D   com.apple.aps.ManagedClient.enroll0x28b03    M   A   it.murus.pf.helper.murus0x21103    M   A   com.apple.libquitd0x1cf03    M   D   com.apple.aps.remotemanagementd.http.apns-prod0x17203    M   A   com.apple.securitydservice0x16403    M   D   com.apple.metrickitsource.xpc0x11603    M   A   com.apple.coremedia.endpoint.xpc0x12a03    M   A   com.apple.nsurlsessiond-cachedelete0xb003    M   A   com.apple.trustd0x9d03    M   A   com.apple.SystemConfiguration.NetworkInformation0x4f03    M   A   com.apple.softwareupdated.OSUpdate0x41d03    M   A   com.apple.AmbientDisplayAgent0x22a03    M   A   it.murus.pflogmenulet0x22103    M   D   com.BlueStacks.AppPlayer.bstservice_helper0x29a07    M   A   com.apple.spinreporterd0x2a503    M   A   com.apple.CrashReporterSupportHelper0x17f03    M   A   com.apple.analyticsd.messagetracer0x10fb73    M   A   com.apple.backupd.session.xpc0x1de03    M   D   com.apple.efilogin-helper0x16803    M   A   com.apple.installd.CacheDelete0xf903    M   D   com.apple.dpaudiothru0xdc03    M   A   com.apple.wifi.sharekit0xb203    M   A   com.apple.metadata.mds.legacy0x15103    M   A   com.apple.icloud.findmydeviced.aps-development0x6103    M   A   com.apple.logd.admin}externally-hosted endpoints = {}task-special ports = {0x1203 4       bootstrap  com.apple.xpc.launchd.domain.system0x1fa03 9          access  com.apple.taskgated}disabled services = {
{"it.murus.pfstartup" => false"uk.co.dssw.powermanager.pmd" => true"com.malwarebytes.mbam.rtprotection.daemon" => true"com.apple.CSCSupportd" => true"com.apple.ftpd" => true"com.apple.mdmclient.daemon.runatboot" => true"homebrew.mxcl.mariadb" => false"com.avira.other.av.migration" => false"com.google.keystone.daemon" => false"com.siber.gs-server" => true"org.cindori.SenseiDaemon" => true"homebrew.mxcl.mongodb-community" => false"org.apache.httpd" => true"com.malwarebytes.mbam.settings.daemon" => true"homebrew.mxcl.php" => false"it.murus.pfloggerd" => false"homebrew.mxcl.httpd" => false"homebrew.mxcl.redis" => false"org.macosforge.xquartz.privileged_startx" => false"org.serviio.server" => true
}}properties = {shutting down = 0slain = 0uncorked = 1deactivated = 0inactive = 0in initial on-demand = 0audit check done = 1bootcache hack = 1cocooning = 0gui = 0gui login = 0exec hack = 0}
}

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