Python自动化测试框架【生成测试报告】

如何才能让用例自动运行完之后,生成一张直观可看易懂的测试报告呢?

小编使用的是unittest的一个扩展HTMLTestRunner

  • 环境准备

使用之前,我们需要下载HTMLTestRunner.py文件

点击HTMLTestRunner后进入的是一个写满代码的网页,小编推荐操作:右键 --> 另存为,文件名称千万不要改

python3使用上述HTMLTestRunner可能会报错,可以替换如下文件

"""
A TestRunner for use with the Python unit testing framework. It
generates a HTML report to show the result at a glance.
The simplest way to use this is to invoke its main method. E.g.import unittestimport HTMLTestRunner... define your tests ...if __name__ == '__main__':HTMLTestRunner.main()
For more customization options, instantiates a HTMLTestRunner object.
HTMLTestRunner is a counterpart to unittest's TextTestRunner. E.g.# output to a filefp = file('my_report.html', 'wb')runner = HTMLTestRunner.HTMLTestRunner(stream=fp,title='My unit test',description='This demonstrates the report output by HTMLTestRunner.')# Use an external stylesheet.# See the Template_mixin class for more customizable optionsrunner.STYLESHEET_TMPL = '<link rel="stylesheet" href="my_stylesheet.css" type="text/css">'# run the testrunner.run(my_test_suite)
------------------------------------------------------------------------
Copyright (c) 2004-2007, Wai Yip Tung
All rights reserved.
Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions are
met:
* Redistributions of source code must retain the above copyright notice,this list of conditions and the following disclaimer.
* Redistributions in binary form must reproduce the above copyrightnotice, this list of conditions and the following disclaimer in thedocumentation and/or other materials provided with the distribution.
* Neither the name Wai Yip Tung nor the names of its contributors may beused to endorse or promote products derived from this software withoutspecific prior written permission.
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS
IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A
PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER
OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
"""# URL: http://tungwaiyip.info/software/HTMLTestRunner.html__author__ = "Wai Yip Tung"
__version__ = "0.8.2""""
Change History
Version 0.8.2
* Show output inline instead of popup window (Viorel Lupu).
Version in 0.8.1
* Validated XHTML (Wolfgang Borgert).
* Added description of test classes and test cases.
Version in 0.8.0
* Define Template_mixin class for customization.
* Workaround a IE 6 bug that it does not treat <script> block as CDATA.
Version in 0.7.1
* Back port to Python 2.3 (Frank Horowitz).
* Fix missing scroll bars in detail log (Podi).
"""# TODO: color stderr
# TODO: simplify javascript using ,ore than 1 class in the class attribute?import datetime
import io
import sys
import time
import unittest
from xml.sax import saxutils# ------------------------------------------------------------------------
# The redirectors below are used to capture output during testing. Output
# sent to sys.stdout and sys.stderr are automatically captured. However
# in some cases sys.stdout is already cached before HTMLTestRunner is
# invoked (e.g. calling logging.basicConfig). In order to capture those
# output, use the redirectors for the cached stream.
#
# e.g.
#   >>> logging.basicConfig(stream=HTMLTestRunner.stdout_redirector)
#   >>>
class OutputRedirector(object):""" Wrapper to redirect stdout or stderr """def __init__(self, fp):self.fp = fpdef write(self, s):self.fp.write(s)def writelines(self, lines):self.fp.writelines(lines)def flush(self):self.fp.flush()stdout_redirector = OutputRedirector(sys.stdout)
stderr_redirector = OutputRedirector(sys.stderr)# ----------------------------------------------------------------------
# Templateclass Template_mixin(object):"""Define a HTML template for report customerization and generation.Overall structure of an HTML reportHTML+------------------------+|<html>                  ||  <head>                ||                        ||   STYLESHEET           ||   +----------------+   ||   |                |   ||   +----------------+   ||                        ||  </head>               ||                        ||  <body>                ||                        ||   HEADING              ||   +----------------+   ||   |                |   ||   +----------------+   ||                        ||   REPORT               ||   +----------------+   ||   |                |   ||   +----------------+   ||                        ||   ENDING               ||   +----------------+   ||   |                |   ||   +----------------+   ||                        ||  </body>               ||</html>                 |+------------------------+"""STATUS = {0: 'pass',1: 'fail',2: 'error',}DEFAULT_TITLE = 'Unit Test Report'DEFAULT_DESCRIPTION = ''# ------------------------------------------------------------------------# HTML TemplateHTML_TMPL = r"""<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd">
<html xmlns="http://www.w3.org/1999/xhtml">
<head><title>%(title)s</title><meta name="generator" content="%(generator)s"/><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"/>%(stylesheet)s
</head>
<body>
<script language="javascript" type="text/javascript"><!--
output_list = Array();
/* level - 0:Summary; 1:Failed; 2:All */
function showCase(level) {trs = document.getElementsByTagName("tr");for (var i = 0; i < trs.length; i++) {tr = trs[i];id = tr.id;if (id.substr(0,2) == 'ft') {if (level < 1) {tr.className = 'hiddenRow';}else {tr.className = '';}}if (id.substr(0,2) == 'pt') {if (level > 1) {tr.className = '';}else {tr.className = 'hiddenRow';}}}
}
function showClassDetail(cid, count) {var id_list = Array(count);var toHide = 1;for (var i = 0; i < count; i++) {tid0 = 't' + cid.substr(1) + '.' + (i+1);tid = 'f' + tid0;tr = document.getElementById(tid);if (!tr) {tid = 'p' + tid0;tr = document.getElementById(tid);}id_list[i] = tid;if (tr.className) {toHide = 0;}}for (var i = 0; i < count; i++) {tid = id_list[i];if (toHide) {document.getElementById('div_'+tid).style.display = 'none'document.getElementById(tid).className = 'hiddenRow';}else {document.getElementById(tid).className = '';}}
}
function showTestDetail(div_id){var details_div = document.getElementById(div_id)var displayState = details_div.style.display// alert(displayState)if (displayState != 'block' ) {displayState = 'block'details_div.style.display = 'block'}else {details_div.style.display = 'none'}
}
function html_escape(s) {s = s.replace(/&/g,'&amp;');s = s.replace(/</g,'&lt;');s = s.replace(/>/g,'&gt;');return s;
}
/* obsoleted by detail in <div>
function showOutput(id, name) {var w = window.open("", //urlname,"resizable,scrollbars,status,width=800,height=450");d = w.document;d.write("<pre>");d.write(html_escape(output_list[id]));d.write("\n");d.write("<a href='javascript:window.close()'>close</a>\n");d.write("</pre>\n");d.close();
}
*/
--></script>
%(heading)s
%(report)s
%(ending)s
</body>
</html>
"""# variables: (title, generator, stylesheet, heading, report, ending)# ------------------------------------------------------------------------# Stylesheet## alternatively use a <link> for external style sheet, e.g.#   <link rel="stylesheet" href="$url" type="text/css">STYLESHEET_TMPL = """
<style type="text/css" media="screen">
body        { font-family: verdana, arial, helvetica, sans-serif; font-size: 80%; }
table       { font-size: 100%; }
pre         { }
/* -- heading ---------------------------------------------------------------------- */
h1 {font-size: 16pt;color: gray;
}
.heading {margin-top: 0ex;margin-bottom: 1ex;
}
.heading .attribute {margin-top: 1ex;margin-bottom: 0;
}
.heading .description {margin-top: 4ex;margin-bottom: 6ex;
}
/* -- css div popup ------------------------------------------------------------------------ */
a.popup_link {
}
a.popup_link:hover {color: red;
}
.popup_window {display: none;position: relative;left: 0px;top: 0px;/*border: solid #627173 1px; */padding: 10px;background-color: #E6E6D6;font-family: "Lucida Console", "Courier New", Courier, monospace;text-align: left;font-size: 8pt;width: 500px;
}
}
/* -- report ------------------------------------------------------------------------ */
#show_detail_line {margin-top: 3ex;margin-bottom: 1ex;
}
#result_table {width: 80%;border-collapse: collapse;border: 1px solid #777;
}
#header_row {font-weight: bold;color: white;background-color: #777;
}
#result_table td {border: 1px solid #777;padding: 2px;
}
#total_row  { font-weight: bold; }
.passClass  { background-color: #6c6; }
.failClass  { background-color: #c60; }
.errorClass { background-color: #c00; }
.passCase   { color: #6c6; }
.failCase   { color: #c60; font-weight: bold; }
.errorCase  { color: #c00; font-weight: bold; }
.hiddenRow  { display: none; }
.testcase   { margin-left: 2em; }
/* -- ending ---------------------------------------------------------------------- */
#ending {
}
</style>
"""# ------------------------------------------------------------------------# Heading#HEADING_TMPL = """<div class='heading'>
<h1>%(title)s</h1>
%(parameters)s
<p class='description'>%(description)s</p>
</div>
""" # variables: (title, parameters, description)HEADING_ATTRIBUTE_TMPL = """<p class='attribute'><strong>%(name)s:</strong> %(value)s</p>
""" # variables: (name, value)# ------------------------------------------------------------------------# Report#REPORT_TMPL = """
<p id='show_detail_line'>Show
<a href='javascript:showCase(0)'>Summary</a>
<a href='javascript:showCase(1)'>Failed</a>
<a href='javascript:showCase(2)'>All</a>
</p>
<table id='result_table'>
<colgroup>
<col align='left' />
<col align='right' />
<col align='right' />
<col align='right' />
<col align='right' />
<col align='right' />
</colgroup>
<tr id='header_row'><td>Test Group/Test case</td><td>Count</td><td>Pass</td><td>Fail</td><td>Error</td><td>View</td>
</tr>
%(test_list)s
<tr id='total_row'><td>Total</td><td>%(count)s</td><td>%(Pass)s</td><td>%(fail)s</td><td>%(error)s</td><td>&nbsp;</td>
</tr>
</table>
""" # variables: (test_list, count, Pass, fail, error)REPORT_CLASS_TMPL = r"""
<tr class='%(style)s'><td>%(desc)s</td><td>%(count)s</td><td>%(Pass)s</td><td>%(fail)s</td><td>%(error)s</td><td><a href="javascript:showClassDetail('%(cid)s',%(count)s)">Detail</a></td>
</tr>
""" # variables: (style, desc, count, Pass, fail, error, cid)REPORT_TEST_WITH_OUTPUT_TMPL = r"""
<tr id='%(tid)s' class='%(Class)s'><td class='%(style)s'><div class='testcase'>%(desc)s</div></td><td colspan='5' align='center'><!--css div popup start--><a class="popup_link" onfocus='this.blur();' href="javascript:showTestDetail('div_%(tid)s')" >%(status)s</a><div id='div_%(tid)s' class="popup_window"><div style='text-align: right; color:red;cursor:pointer'><a onfocus='this.blur();' onclick="document.getElementById('div_%(tid)s').style.display = 'none' " >[x]</a></div><pre>%(script)s</pre></div><!--css div popup end--></td>
</tr>
""" # variables: (tid, Class, style, desc, status)REPORT_TEST_NO_OUTPUT_TMPL = r"""
<tr id='%(tid)s' class='%(Class)s'><td class='%(style)s'><div class='testcase'>%(desc)s</div></td><td colspan='5' align='center'>%(status)s</td>
</tr>
""" # variables: (tid, Class, style, desc, status)REPORT_TEST_OUTPUT_TMPL = r"""
%(id)s: %(output)s
""" # variables: (id, output)# ------------------------------------------------------------------------# ENDING#ENDING_TMPL = """<div id='ending'>&nbsp;</div>"""# -------------------- The end of the Template class -------------------TestResult = unittest.TestResultclass _TestResult(TestResult):# note: _TestResult is a pure representation of results.# It lacks the output and reporting ability compares to unittest._TextTestResult.def __init__(self, verbosity=1):TestResult.__init__(self)self.stdout0 = Noneself.stderr0 = Noneself.success_count = 0self.failure_count = 0self.error_count = 0self.verbosity = verbosity# result is a list of result in 4 tuple# (#   result code (0: success; 1: fail; 2: error),#   TestCase object,#   Test output (byte string),#   stack trace,# )self.result = []def startTest(self, test):TestResult.startTest(self, test)# just one buffer for both stdout and stderrself.outputBuffer = io.StringIO()stdout_redirector.fp = self.outputBufferstderr_redirector.fp = self.outputBufferself.stdout0 = sys.stdoutself.stderr0 = sys.stderrsys.stdout = stdout_redirectorsys.stderr = stderr_redirectordef complete_output(self):"""Disconnect output redirection and return buffer.Safe to call multiple times."""if self.stdout0:sys.stdout = self.stdout0sys.stderr = self.stderr0self.stdout0 = Noneself.stderr0 = Nonereturn self.outputBuffer.getvalue()def stopTest(self, test):# Usually one of addSuccess, addError or addFailure would have been called.# But there are some path in unittest that would bypass this.# We must disconnect stdout in stopTest(), which is guaranteed to be called.self.complete_output()def addSuccess(self, test):self.success_count += 1TestResult.addSuccess(self, test)output = self.complete_output()self.result.append((0, test, output, ''))if self.verbosity > 1:sys.stderr.write('ok ')sys.stderr.write(str(test))sys.stderr.write('\n')else:sys.stderr.write('.')def addError(self, test, err):self.error_count += 1TestResult.addError(self, test, err)_, _exc_str = self.errors[-1]output = self.complete_output()self.result.append((2, test, output, _exc_str))if self.verbosity > 1:sys.stderr.write('E  ')sys.stderr.write(str(test))sys.stderr.write('\n')else:sys.stderr.write('E')def addFailure(self, test, err):self.failure_count += 1TestResult.addFailure(self, test, err)_, _exc_str = self.failures[-1]output = self.complete_output()self.result.append((1, test, output, _exc_str))if self.verbosity > 1:sys.stderr.write('F  ')sys.stderr.write(str(test))sys.stderr.write('\n')else:sys.stderr.write('F')class HTMLTestRunner(Template_mixin):""""""def __init__(self, stream=sys.stdout, verbosity=1, title=None, description=None):self.stream = streamself.verbosity = verbosityif title is None:self.title = self.DEFAULT_TITLEelse:self.title = titleif description is None:self.description = self.DEFAULT_DESCRIPTIONelse:self.description = descriptionself.startTime = datetime.datetime.now()def run(self, test):"Run the given test case or test suite."result = _TestResult(self.verbosity)test(result)self.stopTime = datetime.datetime.now()self.generateReport(test, result)# print >> sys.stderr, '\nTime Elapsed: %s' % (self.stopTime-self.startTime)print(sys.stderr, '\nTime Elapsed: %s' % (self.stopTime-self.startTime))return resultdef sortResult(self, result_list):# unittest does not seems to run in any particular order.# Here at least we want to group them together by class.rmap = {}classes = []for n,t,o,e in result_list:cls = t.__class__if not cls in rmap:rmap[cls] = []classes.append(cls)rmap[cls].append((n,t,o,e))r = [(cls, rmap[cls]) for cls in classes]return rdef getReportAttributes(self, result):"""Return report attributes as a list of (name, value).Override this to add custom attributes."""startTime = str(self.startTime)[:19]duration = str(self.stopTime - self.startTime)status = []if result.success_count: status.append('Pass %s'    % result.success_count)if result.failure_count: status.append('Failure %s' % result.failure_count)if result.error_count:   status.append('Error %s'   % result.error_count  )if status:status = ' '.join(status)else:status = 'none'return [('Start Time', startTime),('Duration', duration),('Status', status),]def generateReport(self, test, result):report_attrs = self.getReportAttributes(result)generator = 'HTMLTestRunner %s' % __version__stylesheet = self._generate_stylesheet()heading = self._generate_heading(report_attrs)report = self._generate_report(result)ending = self._generate_ending()output = self.HTML_TMPL % dict(title = saxutils.escape(self.title),generator = generator,stylesheet = stylesheet,heading = heading,report = report,ending = ending,)self.stream.write(output.encode('utf8'))def _generate_stylesheet(self):return self.STYLESHEET_TMPLdef _generate_heading(self, report_attrs):a_lines = []for name, value in report_attrs:line = self.HEADING_ATTRIBUTE_TMPL % dict(name = saxutils.escape(name),value = saxutils.escape(value),)a_lines.append(line)heading = self.HEADING_TMPL % dict(title = saxutils.escape(self.title),parameters = ''.join(a_lines),description = saxutils.escape(self.description),)return headingdef _generate_report(self, result):rows = []sortedResult = self.sortResult(result.result)for cid, (cls, cls_results) in enumerate(sortedResult):# subtotal for a classnp = nf = ne = 0for n,t,o,e in cls_results:if n == 0: np += 1elif n == 1: nf += 1else: ne += 1# format class descriptionif cls.__module__ == "__main__":name = cls.__name__else:name = "%s.%s" % (cls.__module__, cls.__name__)doc = cls.__doc__ and cls.__doc__.split("\n")[0] or ""desc = doc and '%s: %s' % (name, doc) or namerow = self.REPORT_CLASS_TMPL % dict(style = ne > 0 and 'errorClass' or nf > 0 and 'failClass' or 'passClass',desc = desc,count = np+nf+ne,Pass = np,fail = nf,error = ne,cid = 'c%s' % (cid+1),)rows.append(row)for tid, (n,t,o,e) in enumerate(cls_results):self._generate_report_test(rows, cid, tid, n, t, o, e)report = self.REPORT_TMPL % dict(test_list = ''.join(rows),count = str(result.success_count+result.failure_count+result.error_count),Pass = str(result.success_count),fail = str(result.failure_count),error = str(result.error_count),)return reportdef _generate_report_test(self, rows, cid, tid, n, t, o, e):# e.g. 'pt1.1', 'ft1.1', etchas_output = bool(o or e)tid = (n == 0 and 'p' or 'f') + 't%s.%s' % (cid+1,tid+1)name = t.id().split('.')[-1]doc = t.shortDescription() or ""desc = doc and ('%s: %s' % (name, doc)) or nametmpl = has_output and self.REPORT_TEST_WITH_OUTPUT_TMPL or self.REPORT_TEST_NO_OUTPUT_TMPL# o and e should be byte string because they are collected from stdout and stderr?if isinstance(o,str):# TODO: some problem with 'string_escape': it escape \n and mess up formating# uo = unicode(o.encode('string_escape'))# uo = o.decode('latin-1')uo = eelse:uo = oif isinstance(e,str):# TODO: some problem with 'string_escape': it escape \n and mess up formating# ue = unicode(e.encode('string_escape'))# ue = e.decode('latin-1')ue = eelse:ue = escript = self.REPORT_TEST_OUTPUT_TMPL % dict(id = tid,output = saxutils.escape(str(uo)+ue),)row = tmpl % dict(tid = tid,Class = (n == 0 and 'hiddenRow' or 'none'),style = n == 2 and 'errorCase' or (n == 1 and 'failCase' or 'none'),desc = desc,script = script,status = self.STATUS[n],)rows.append(row)if not has_output:returndef _generate_ending(self):return self.ENDING_TMPL##############################################################################
# Facilities for running tests from the command line
############################################################################### Note: Reuse unittest.TestProgram to launch test. In the future we may
# build our own launcher to support more specific command line
# parameters like test title, CSS, etc.
class TestProgram(unittest.TestProgram):"""A variation of the unittest.TestProgram. Please refer to the baseclass for command line parameters."""def runTests(self):# Pick HTMLTestRunner as the default test runner.# base class's testRunner parameter is not useful because it means# we have to instantiate HTMLTestRunner before we know self.verbosity.if self.testRunner is None:self.testRunner = HTMLTestRunner(verbosity=self.verbosity)unittest.TestProgram.runTests(self)
main = TestProgram
##############################################################################
# Executing this module from the command line
##############################################################################
if __name__ == "__main__":main(module=None)
  • 使用

接下来,小编将以登录网易邮箱为例,生成一份最基础的测试报告。小伙伴们copy走代码验证时一定记得修改账号密码哦。

目录结构如下:

 将HTMLTestRunner.py文件存放到package包下,将test_login.py存放到testcase目录下,用于编写测试用例,建立testreport包,用于存放测试报告,在email目录下建立run_test.py,用于执行测试

HTMLTestRunner的使用方法在代码注释中介绍和解释【test_login.py】

 
from selenium import webdriver
import unittest,timeclass Login(unittest.TestCase):def setUp(self):#打开百度,搜索“163网易邮箱”,登录driver=webdriver.Firefox()driver.implicitly_wait(5)self.driver=driverdriver.get("https://www.baidu.com/")driver.find_element_by_id("kw").send_keys("163邮箱登录")driver.find_element_by_id("su").click()name = driver.find_element_by_id("op_email3_username")password = driver.find_element_by_class_name("op_email3_password")login = driver.find_element_by_css_selector(".c-btn")#如下操作可以使setUp中的变量被其他模块调用self.name=nameself.password=passwordself.login=logindef tearDown(self):self.driver.quit()def switch_window(self):#切换窗口for handle in self.driver.window_handles:self.driver.switch_to.window(handle)#j增加等待时间,可以提高测试用例执行的健壮性time.sleep(2)time.sleep(3)#成功登录def test_right_login(self):#账号密码自行填写self.name.send_keys("xxx")self.password.send_keys("xxx")self.login.click()self.switch_window()#t通过新窗口的title验证用例是否通过self.assertEqual(self.driver.title,"网易邮箱6.0版","登录失败")#密码为空登录def test_null_psw_login(self):self.name.send_keys("xxx")time.sleep(3)self.login.click()self.switch_window()# t通过新窗口的title验证用例是否通过self.assertEqual(self.driver.title,"网易帐号中心 > 用户验证","未跳转至用户验证界面")

【run_test.py】

 
#导入HTMLTestRunner的包
from package import HTMLTestRunner
#导入test_login的包,执行测试用例时需使用
from testcase.test_login import *#定义要执行的测试用例的路径
test_dir = './testcase'
#定义要执行的测试用例的路径和名称格式
#test_*.py的意思是,./testcase路径下文件名称格式为test_*.py的文件,*为任意匹配,路径下有多少的test_*.py格式的文件,就依次执行几个
discover = unittest.defaultTestLoader.discover(test_dir, pattern='test_*.py')
#定义测试报告的名称和存储位置
filename = './testreport/loginReport.html'#开始执行
if __name__ == '__main__':suit=unittest.TestSuite()suit.addTest(Login("test_right_login"))suit.addTest(Login("test_null_psw_login"))#以wb(可写的二进制文件)形式,打开文件,若文件不存在,则先执行创建,再执行打开fp = open(filename, 'wb')#调用HTMLTestRunner生成报告runner = HTMLTestRunner.HTMLTestRunner(# 指定测试报告的文件stream=fp,# 测试报告的标题title=u"登录网易邮箱测试报告",# 测试报告的副标题description=u'用例执行情况(win7 64位)')#执行用例runner.run(discover)
  • 报告展示

最后感谢每一个认真阅读我文章的人,礼尚往来总是要有的,虽然不是什么很值钱的东西,如果你用得到的话可以直接拿走:

这些资料,对于【软件测试】的朋友来说应该是最全面最完整的备战仓库,这个仓库也陪伴上万个测试工程师们走过最艰难的路程,希望也能帮助到你! 

本文来自互联网用户投稿,该文观点仅代表作者本人,不代表本站立场。本站仅提供信息存储空间服务,不拥有所有权,不承担相关法律责任。如若转载,请注明出处:http://www.mzph.cn/news/622067.shtml

如若内容造成侵权/违法违规/事实不符,请联系多彩编程网进行投诉反馈email:809451989@qq.com,一经查实,立即删除!

相关文章

如何正确使用数据库读写分离

背景 在应用系统发展的初期&#xff0c;我们并不知道以后会发展成什么样的规模&#xff0c;所以一开始不会考虑复杂的系统架构&#xff0c;复杂的系统架构费时费力&#xff0c;开发周期长&#xff0c;与系统发展初期这样的一个定位是不吻合的。所以&#xff0c;我们都会采用简…

三菱FX系列PLC定长切割控制(线缆裁切)

三菱PLC绝对定位指令DDRVA实现往复运动控制详细介绍请查看下面文章链接&#xff1a; https://rxxw-control.blog.csdn.net/article/details/135570157https://rxxw-control.blog.csdn.net/article/details/135570157这篇博客我们介绍线缆行业的定长切割控制相关算法。 1、输送…

GSTAE

缺失数据的流量预测:一种多任务学习方法 摘要:基于真实交通数据的交通速度预测是智能交通系统(ITS)中的一个经典问题。大多数现有的交通速度预测模型都是基于交通数据完整或具有罕见缺失值的假设而提出的。然而,由于各种人为和自然因素,在现实场景中收集的此类数据往往是…

MySQl Mybatis

一、MySQL 1.1 概述 1.1.1 MySQL安装 1.1.2 数据模型 1.1.3 SQL简介 1.2 DDL 1.2.1 数据库操作 1.2.2 图形化工具 1.2.3 表结构操作 &#xff08;一&#xff09;创建 &#xff08;二&#xff09;数据类型 &#xff08;1&#xff09;数值类型 age tinyint unsigned——加上…

Page 251~254 Win32 GUI项目

win32_gui 源代码&#xff1a; #if defined(UNICODE) && !defined(_UNICODE)#define _UNICODE #elif defined(_UNICODE) && !defined(UNICODE)#define UNICODE #endif#include <tchar.h> #include <windows.h>/* Declare Windows procedure */…

开源知识库zyplayer-doc部署指南

1.前置条件 docker已经安装 mysql已经安装且数据库zyplayer-doc存在 服务器ip:192.168.168.99/ 数据库账户:root,密码:123456 2.拉取镜像 docker pull zyplayer/zyplayer-doc:latest 3.启动 docker run -d \--restart unless-stopped \--name zyplayer-doc \-p 8083:8083 …

常用的排序算法

该文章笔记结合菜鸟教程的排序算法&#xff0c;如果后面认识有改动或者完善再继续 最近笔试很多题目都考察过了基本的排序算法&#xff0c;尤其是快排、冒泡、选择&#xff0c;大家在这一方面一定要注意下。 一. 总述 1. 时间复杂度 详细介绍 1. 冒泡排序 冒泡排序重复地走…

看完这篇带你了解大学生必考安全证书NISP详解

NISP证书详解 NISP证书介绍&#xff1a;NISP证书等级&#xff1a;NISP&#xff08;一级&#xff09;报名&#xff1a;NISP&#xff08;一级&#xff09;课程大纲&#xff1a;NISP&#xff08;二级&#xff09;报名NISP&#xff08;二级&#xff09;课程大纲NISP二级置换CISP指南…

开源6位半万用表硬件电路分析

开源6位半手持式万用表 这里用的LM399H参考源&#xff0c;单片机是STM32L152&#xff0c;里面还用了MACHXO2-1200FPGA。 万用表由两块PCB组成。 硬件组成部分 电源管理电路 电源用的是6-10V&#xff0c;电源管理部分&#xff0c;首先用来一个ADP5070芯片&#xff08;内部含有…

Container ansible disguises local ansible 【容器 ansible 伪装本地 ansible】

预备条件&#xff1a; ctr & crictl $ nerdctl & containerd install了解 kubespray 是什么 kubespray 包含 ansible、ansible-playbook命令以及通过kubespray项目安装kubernetes集群的介质。 nerdctl pull quay.io/kubespray/kubespray:v2.23.1 nerdctl save -o qu…

Spell.dbc

Spell.dbc&#xff08;3.3.5.12340&#xff09; 因篇幅较长&#xff0c;以表格文件形式展示 链接地址&#xff1a; Spell.dbc&#xff08;3.3.5.12340&#xff09; 附图&#xff1a;

数据结构学习 jz14剪绳子

关键词&#xff1a;数学 动态规划 快速幂 这道题其实是分为两题。 题目一&#xff1a; 这道题我是没有思路的&#xff0c;看了k神的答案才知道有数学的方法。 方法一&#xff1a; 数学&#xff1a;其实中间的推导我没看&#xff0c;我服了。 思路&#xff1a; 复杂度计算&…

逆变器之推挽谐振

首先把前级推挽电路分成几个模块&#xff1a;方波发生器、谐振LC、整流滤波以及负载。框图如下图所示&#xff1a; 分析前提&#xff1a;稳态 在推挽电路正常工作中&#xff0c;输入电压恒定、输出电流电压也恒定&#xff08;电源处于稳定的工作状态中&#xff09; 方波发生器…

C-操作符详解

1.进制转换 1.1 10进制转2进制 方法&#xff1a;短除法 1.2 2进制转换8进制 8进制的数字每⼀位是0~7的&#xff0c;0~7的数字&#xff0c;各⾃写成2进制&#xff0c;最多有3个2进制位就⾜够了&#xff0c;⽐如7的⼆进制是111&#xff0c;所以在2进制转8进制数的时候&#xf…

SQL语句详解一

概念 什么是 SQL&#xff1f;&#xff08;如果还未安装MySQL请参考此文章安装下&#xff09; Structured Query Language&#xff1a;结构化查询语言其实就是定义和操作所有关系型数据库的规则。每一种数据库操作的方式存在不一样的地方&#xff0c;称为"方言"。 SQ…

C语言常用库函数

1.C语言标准库函数 C语言标准库函数由15个头文件组成。 1.数学函数 数学计算是计算机最擅长的运算&#xff0c;计算机大部分运算方法都是基于数学计算执行的。C语言提供了很多用于数学计算的库函数&#xff0c;合理利用这些库函数&#xff0c;将对程序的编写和运行起到事半功…

第9章-第2节-Java中的反射机制

1、概念&#xff1a; 反射机制&#xff1a;是在运行状态中&#xff0c;对于任意一个类&#xff0c;都能够知道这个类的所有属性和方法&#xff1b;对于任意一个对象&#xff0c;都能够调用它的任意属性和方法&#xff1b;这种动态获取信息以及动态调用对象方法的功能称为 java…

e2studio开发三轴加速度计LIS2DW12(4)----测量倾斜度

e2studio开发三轴加速度计LIS2DW12.4--测量倾斜度 概述视频教学样品申请源码下载计算倾斜角度工作原理单轴倾斜检测双轴倾斜检测三轴倾斜检测通信模式管脚定义IIC通信模式速率新建工程工程模板保存工程路径芯片配置工程模板选择时钟设置UART配置UART属性配置设置e2studio堆栈e…

Ubuntu共享文件到win

Ubuntu共享文件到win 1、安装samba sudo apt-get install samba samba-common2、创建一个共享文件夹&#xff0c;并设置777权限 mkdir /home/qyh/share sudo chmod 777 /home/qyh/share我的用户名&#xff1a;qyh。 3、添加用户及密码 sudo smbpasswd -a qyh4、修改配置文…

ssh远程访问及控制

目录 一、ssh协议简介 1、实现远程访问的协议和程序 2、ssh协议的概念及功能 3、ssh协议的工作原理 3.1 对称加密与非对称加密 3.1.1 对称加密&#xff08;Symmetric Encryption&#xff09; 3.1.2 非对称加密&#xff08;Asymmetric Encryption&#xff09; 3.2 公钥传…