测试报告
生成清晰、可操作的测试报告和分析
测试报告的价值
HTML 测试报告
Jest HTML Reporter
javascript
// jest.config.js
module.exports = {
reporters: [
'default',
['jest-html-reporter', {
pageTitle: 'Test Report',
outputPath: 'test-report.html',
includeFailureMsg: true,
includeConsoleLog: true,
theme: 'darkTheme',
dateFormat: 'yyyy-mm-dd HH:MM:ss',
sort: 'status',
executionTimeWarningThreshold: 5,
customScriptPath: './test-report-scripts.js'
}]
]
};
// test-report-scripts.js
window.addEventListener('load', () => {
// 添加自定义图表
const canvas = document.createElement('canvas');
canvas.id = 'testTrendChart';
document.querySelector('.summary').appendChild(canvas);
const ctx = canvas.getContext('2d');
new Chart(ctx, {
type: 'line',
data: {
labels: ['Week 1', 'Week 2', 'Week 3', 'Week 4'],
datasets: [{
label: 'Pass Rate',
data: [85, 88, 92, 95],
borderColor: 'rgb(75, 192, 192)',
tension: 0.1
}]
}
});
});Allure Report
java
// TestNG + Allure 配置
@Listeners({AllureTestNg.class})
public class ApiTestBase {
@BeforeMethod
public void setUpMethod(Method method) {
Test test = method.getAnnotation(Test.class);
if (test != null) {
Allure.epic("API Testing");
Allure.feature(method.getDeclaringClass().getSimpleName());
Allure.story(test.description());
}
}
@Test(description = "用户注册测试")
@Severity(SeverityLevel.CRITICAL)
@Description("验证用户可以使用有效信息成功注册")
@Link(name = "需求", url = "https://jira.example.com/browse/REQ-123")
@TmsLink("TC-456")
public void testUserRegistration() {
// 测试步骤
step("准备测试数据", () -> {
UserData userData = UserData.builder()
.email("test@example.com")
.password("SecurePass123!")
.build();
Allure.addAttachment("User Data", "application/json",
JsonUtils.toJson(userData));
});
step("发送注册请求", () -> {
Response response = apiClient.post("/users", userData);
Allure.addAttachment("Response", response.getBody().asString());
assertThat(response.getStatusCode()).isEqualTo(201);
});
step("验证响应数据", () -> {
User user = response.as(User.class);
assertThat(user.getEmail()).isEqualTo(userData.getEmail());
assertThat(user.getId()).isNotNull();
});
}
@Step("{0}")
private void step(String description, Runnable runnable) {
runnable.run();
}
}bash
# 生成 Allure 报告
mvn clean test
allure generate allure-results --clean -o allure-report
allure open allure-reportPlaywright HTML Report
typescript
// playwright.config.ts
import { defineConfig } from '@playwright/test';
export default defineConfig({
reporter: [
['html', {
outputFolder: 'playwright-report',
open: 'never',
host: '0.0.0.0',
port: 9223
}],
['json', { outputFile: 'test-results.json' }],
['junit', { outputFile: 'junit.xml' }],
['./custom-reporter.ts']
],
use: {
trace: 'on-first-retry',
screenshot: 'only-on-failure',
video: 'retain-on-failure'
}
});
// custom-reporter.ts
import { Reporter, TestCase, TestResult } from '@playwright/test/reporter';
class CustomReporter implements Reporter {
private results: Map<string, TestResult> = new Map();
onTestEnd(test: TestCase, result: TestResult) {
this.results.set(test.id, result);
if (result.status === 'failed') {
console.log(`❌ Failed: ${test.title}`);
console.log(` Error: ${result.error?.message}`);
// 发送到监控系统
this.sendToMonitoring({
test: test.title,
error: result.error?.message,
duration: result.duration
});
}
}
onEnd() {
const summary = this.generateSummary();
this.generateCustomReport(summary);
}
private generateSummary() {
const total = this.results.size;
const passed = [...this.results.values()].filter(r => r.status === 'passed').length;
const failed = [...this.results.values()].filter(r => r.status === 'failed').length;
const skipped = [...this.results.values()].filter(r => r.status === 'skipped').length;
return {
total,
passed,
failed,
skipped,
passRate: (passed / total * 100).toFixed(2)
};
}
private generateCustomReport(summary: any) {
const html = `
<!DOCTYPE html>
<html>
<head>
<title>E2E Test Report</title>
<style>
body { font-family: Arial, sans-serif; margin: 20px; }
.summary { background: #f5f5f5; padding: 20px; border-radius: 8px; }
.passed { color: #4caf50; }
.failed { color: #f44336; }
.chart { width: 400px; height: 300px; margin: 20px 0; }
</style>
</head>
<body>
<h1>E2E Test Report</h1>
<div class="summary">
<h2>Summary</h2>
<p>Total Tests: ${summary.total}</p>
<p class="passed">Passed: ${summary.passed}</p>
<p class="failed">Failed: ${summary.failed}</p>
<p>Pass Rate: ${summary.passRate}%</p>
</div>
<canvas id="chart" class="chart"></canvas>
<script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
<script>
const ctx = document.getElementById('chart').getContext('2d');
new Chart(ctx, {
type: 'doughnut',
data: {
labels: ['Passed', 'Failed', 'Skipped'],
datasets: [{
data: [${summary.passed}, ${summary.failed}, ${summary.skipped}],
backgroundColor: ['#4caf50', '#f44336', '#ff9800']
}]
}
});
</script>
</body>
</html>
`;
fs.writeFileSync('custom-report.html', html);
}
}
export default CustomReporter;测试覆盖率报告
Istanbul/NYC 覆盖率
json
// package.json
{
"scripts": {
"test:coverage": "nyc --reporter=html --reporter=text --reporter=lcov npm test",
"coverage:check": "nyc check-coverage --lines 80 --functions 80 --branches 80"
},
"nyc": {
"include": ["src/**/*.js"],
"exclude": ["**/*.test.js", "**/*.spec.js"],
"reporter": ["html", "text", "lcov"],
"all": true,
"cache": true,
"report-dir": "./coverage",
"temp-dir": "./.nyc_output",
"check-coverage": true,
"lines": 80,
"statements": 80,
"functions": 80,
"branches": 80,
"watermarks": {
"lines": [80, 95],
"functions": [80, 95],
"branches": [80, 95],
"statements": [80, 95]
}
}
}覆盖率趋势追踪
javascript
// coverage-trend.js
const fs = require('fs');
const path = require('path');
class CoverageTrend {
constructor(historyFile = 'coverage-history.json') {
this.historyFile = historyFile;
this.history = this.loadHistory();
}
loadHistory() {
if (fs.existsSync(this.historyFile)) {
return JSON.parse(fs.readFileSync(this.historyFile, 'utf8'));
}
return [];
}
saveHistory() {
fs.writeFileSync(this.historyFile, JSON.stringify(this.history, null, 2));
}
addCoverageData() {
const coverageSummary = JSON.parse(
fs.readFileSync('coverage/coverage-summary.json', 'utf8')
);
const data = {
date: new Date().toISOString(),
commit: process.env.GIT_COMMIT || 'unknown',
branch: process.env.GIT_BRANCH || 'unknown',
coverage: {
lines: coverageSummary.total.lines.pct,
statements: coverageSummary.total.statements.pct,
functions: coverageSummary.total.functions.pct,
branches: coverageSummary.total.branches.pct
}
};
this.history.push(data);
this.saveHistory();
return data;
}
generateTrendReport() {
const html = `
<!DOCTYPE html>
<html>
<head>
<title>Coverage Trend</title>
<script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
</head>
<body>
<h1>Code Coverage Trend</h1>
<canvas id="coverageChart" width="800" height="400"></canvas>
<script>
const data = ${JSON.stringify(this.history)};
const ctx = document.getElementById('coverageChart').getContext('2d');
new Chart(ctx, {
type: 'line',
data: {
labels: data.map(d => new Date(d.date).toLocaleDateString()),
datasets: [
{
label: 'Lines',
data: data.map(d => d.coverage.lines),
borderColor: 'rgb(255, 99, 132)',
fill: false
},
{
label: 'Branches',
data: data.map(d => d.coverage.branches),
borderColor: 'rgb(54, 162, 235)',
fill: false
},
{
label: 'Functions',
data: data.map(d => d.coverage.functions),
borderColor: 'rgb(75, 192, 192)',
fill: false
},
{
label: 'Statements',
data: data.map(d => d.coverage.statements),
borderColor: 'rgb(153, 102, 255)',
fill: false
}
]
},
options: {
responsive: true,
plugins: {
title: {
display: true,
text: 'Code Coverage Over Time'
}
},
scales: {
y: {
beginAtZero: true,
max: 100
}
}
}
});
</script>
</body>
</html>
`;
fs.writeFileSync('coverage-trend.html', html);
}
}
// 使用
const trend = new CoverageTrend();
trend.addCoverageData();
trend.generateTrendReport();性能测试报告
K6 性能报告
javascript
// k6-html-report.js
import { htmlReport } from "https://raw.githubusercontent.com/benc-uk/k6-reporter/main/dist/bundle.js";
import { textSummary } from "https://jslib.k6.io/k6-summary/0.0.1/index.js";
export function handleSummary(data) {
return {
"performance-report.html": htmlReport(data),
"summary.txt": textSummary(data, { indent: " ", enableColors: false }),
"summary.json": JSON.stringify(data, null, 2),
stdout: textSummary(data, { indent: " ", enableColors: true })
};
}
// 自定义报告生成
export function generateCustomReport(data) {
const metrics = data.metrics;
const report = {
timestamp: new Date().toISOString(),
summary: {
total_requests: metrics.http_reqs.count,
failed_requests: metrics.http_req_failed.count,
avg_response_time: metrics.http_req_duration.avg,
p95_response_time: metrics.http_req_duration.p(95),
p99_response_time: metrics.http_req_duration.p(99),
throughput: metrics.http_reqs.rate
},
thresholds: data.thresholds,
checks: data.checks
};
// 生成 HTML 报告
const html = `
<!DOCTYPE html>
<html>
<head>
<title>Performance Test Report</title>
<style>
.metric {
display: inline-block;
margin: 10px;
padding: 20px;
background: #f5f5f5;
border-radius: 8px;
}
.metric h3 { margin: 0 0 10px 0; }
.value { font-size: 2em; font-weight: bold; }
.passed { color: #4caf50; }
.failed { color: #f44336; }
</style>
</head>
<body>
<h1>Performance Test Report</h1>
<p>Generated at: ${report.timestamp}</p>
<div class="metrics">
<div class="metric">
<h3>Total Requests</h3>
<div class="value">${report.summary.total_requests}</div>
</div>
<div class="metric">
<h3>Failed Requests</h3>
<div class="value ${report.summary.failed_requests > 0 ? 'failed' : 'passed'}">
${report.summary.failed_requests}
</div>
</div>
<div class="metric">
<h3>Avg Response Time</h3>
<div class="value">${report.summary.avg_response_time.toFixed(2)}ms</div>
</div>
<div class="metric">
<h3>P95 Response Time</h3>
<div class="value">${report.summary.p95_response_time.toFixed(2)}ms</div>
</div>
<div class="metric">
<h3>Throughput</h3>
<div class="value">${report.summary.throughput.toFixed(2)} req/s</div>
</div>
</div>
<h2>Response Time Distribution</h2>
<canvas id="responseTimeChart" width="600" height="300"></canvas>
<script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
<script>
// 响应时间分布图
const ctx = document.getElementById('responseTimeChart').getContext('2d');
new Chart(ctx, {
type: 'bar',
data: {
labels: ['0-100ms', '100-200ms', '200-500ms', '500-1000ms', '>1000ms'],
datasets: [{
label: 'Request Count',
data: [/* 实际分布数据 */],
backgroundColor: '#2196F3'
}]
}
});
</script>
</body>
</html>
`;
return html;
}JMeter 报告
xml
<!-- jmeter-report-config.xml -->
<jmeterTestPlan version="1.2">
<hashTree>
<ResultCollector guiclass="StatVisualizer" testclass="ResultCollector" testname="Aggregate Report">
<boolProp name="ResultCollector.error_logging">false</boolProp>
<objProp>
<name>saveConfig</name>
<value class="SampleSaveConfiguration">
<time>true</time>
<latency>true</latency>
<timestamp>true</timestamp>
<success>true</success>
<label>true</label>
<code>true</code>
<message>true</message>
<threadName>true</threadName>
<dataType>true</dataType>
<encoding>false</encoding>
<assertions>true</assertions>
<subresults>true</subresults>
<responseData>false</responseData>
<samplerData>false</samplerData>
<xml>false</xml>
<fieldNames>true</fieldNames>
<responseHeaders>false</responseHeaders>
<requestHeaders>false</requestHeaders>
<responseDataOnError>false</responseDataOnError>
<saveAssertionResultsFailureMessage>true</saveAssertionResultsFailureMessage>
<assertionsResultsToSave>0</assertionsResultsToSave>
<bytes>true</bytes>
<sentBytes>true</sentBytes>
<url>true</url>
<threadCounts>true</threadCounts>
<idleTime>true</idleTime>
<connectTime>true</connectTime>
</value>
</objProp>
</ResultCollector>
</hashTree>
</jmeterTestPlan>bash
# 生成 HTML 报告
jmeter -n -t test-plan.jmx -l results.jtl -e -o html-report/
# 生成 Dashboard 报告
jmeter -g results.jtl -o dashboard-report/集成测试报告
TestCafe 报告
javascript
// .testcaferc.js
module.exports = {
reporters: [
{
name: 'spec'
},
{
name: 'json',
output: 'reports/report.json'
},
{
name: 'xunit',
output: 'reports/report.xml'
},
{
name: 'html',
output: 'reports/report.html'
},
{
name: 'custom-reporter'
}
]
};
// custom-reporter.js
export default function () {
return {
noColors: true,
reportTaskStart(startTime, userAgents, testCount) {
this.startTime = startTime;
this.testCount = testCount;
console.log(`Starting tests: ${testCount} tests`);
},
reportFixtureStart(name, path, meta) {
this.currentFixture = name;
},
reportTestDone(name, testRunInfo, meta) {
const hasErr = testRunInfo.errs.length > 0;
const status = testRunInfo.skipped ? 'skipped' : hasErr ? 'failed' : 'passed';
console.log(`${status.toUpperCase()}: ${this.currentFixture} - ${name}`);
if (hasErr) {
testRunInfo.errs.forEach(err => {
console.error(` Error: ${err.errMsg}`);
});
}
},
reportTaskDone(endTime, passed, warnings, result) {
const duration = endTime - this.startTime;
const minutes = Math.floor(duration / 60000);
const seconds = ((duration % 60000) / 1000).toFixed(0);
console.log('\n==== Test Summary ====');
console.log(`Duration: ${minutes}m ${seconds}s`);
console.log(`Total: ${this.testCount}`);
console.log(`Passed: ${passed}`);
console.log(`Failed: ${this.testCount - passed}`);
console.log(`Pass Rate: ${(passed / this.testCount * 100).toFixed(2)}%`);
// 生成详细报告
this.generateDetailedReport(result);
},
generateDetailedReport(result) {
const report = {
summary: {
total: this.testCount,
passed: result.passedCount,
failed: result.failedCount,
skipped: result.skippedCount,
duration: result.durationMs
},
fixtures: result.fixtures.map(fixture => ({
name: fixture.name,
path: fixture.path,
tests: fixture.tests.map(test => ({
name: test.name,
status: test.skipped ? 'skipped' : test.errs.length > 0 ? 'failed' : 'passed',
duration: test.durationMs,
errors: test.errs
}))
}))
};
fs.writeFileSync('detailed-report.json', JSON.stringify(report, null, 2));
}
};
}测试仪表板
React 测试仪表板
tsx
// TestDashboard.tsx
import React, { useState, useEffect } from 'react';
import { Line, Doughnut, Bar } from 'react-chartjs-2';
import { Card, Grid, Typography, Box } from '@mui/material';
interface TestResults {
total: number;
passed: number;
failed: number;
skipped: number;
duration: number;
coverage: {
lines: number;
branches: number;
functions: number;
statements: number;
};
}
const TestDashboard: React.FC = () => {
const [results, setResults] = useState<TestResults | null>(null);
const [trend, setTrend] = useState<any[]>([]);
useEffect(() => {
// 获取最新测试结果
fetch('/api/test-results/latest')
.then(res => res.json())
.then(data => setResults(data));
// 获取历史趋势
fetch('/api/test-results/trend')
.then(res => res.json())
.then(data => setTrend(data));
}, []);
if (!results) return <div>Loading...</div>;
const passRate = (results.passed / results.total * 100).toFixed(2);
const statusData = {
labels: ['Passed', 'Failed', 'Skipped'],
datasets: [{
data: [results.passed, results.failed, results.skipped],
backgroundColor: ['#4caf50', '#f44336', '#ff9800']
}]
};
const coverageData = {
labels: ['Lines', 'Branches', 'Functions', 'Statements'],
datasets: [{
label: 'Coverage %',
data: [
results.coverage.lines,
results.coverage.branches,
results.coverage.functions,
results.coverage.statements
],
backgroundColor: '#2196f3'
}]
};
const trendData = {
labels: trend.map(t => new Date(t.date).toLocaleDateString()),
datasets: [{
label: 'Pass Rate',
data: trend.map(t => t.passRate),
borderColor: '#4caf50',
fill: false
}]
};
return (
<Box p={3}>
<Typography variant="h4" gutterBottom>
Test Results Dashboard
</Typography>
<Grid container spacing={3}>
<Grid item xs={12} md={3}>
<Card>
<Box p={2}>
<Typography variant="h6">Total Tests</Typography>
<Typography variant="h3">{results.total}</Typography>
</Box>
</Card>
</Grid>
<Grid item xs={12} md={3}>
<Card>
<Box p={2}>
<Typography variant="h6">Pass Rate</Typography>
<Typography variant="h3" color="primary">{passRate}%</Typography>
</Box>
</Card>
</Grid>
<Grid item xs={12} md={3}>
<Card>
<Box p={2}>
<Typography variant="h6">Duration</Typography>
<Typography variant="h3">{(results.duration / 1000).toFixed(2)}s</Typography>
</Box>
</Card>
</Grid>
<Grid item xs={12} md={3}>
<Card>
<Box p={2}>
<Typography variant="h6">Coverage</Typography>
<Typography variant="h3">{results.coverage.lines}%</Typography>
</Box>
</Card>
</Grid>
<Grid item xs={12} md={6}>
<Card>
<Box p={2}>
<Typography variant="h6">Test Status Distribution</Typography>
<Doughnut data={statusData} />
</Box>
</Card>
</Grid>
<Grid item xs={12} md={6}>
<Card>
<Box p={2}>
<Typography variant="h6">Code Coverage</Typography>
<Bar data={coverageData} options={{ indexAxis: 'y' }} />
</Box>
</Card>
</Grid>
<Grid item xs={12}>
<Card>
<Box p={2}>
<Typography variant="h6">Pass Rate Trend</Typography>
<Line data={trendData} />
</Box>
</Card>
</Grid>
</Grid>
</Box>
);
};
export default TestDashboard;Grafana 集成
json
// grafana-dashboard.json
{
"dashboard": {
"title": "Test Metrics Dashboard",
"panels": [
{
"title": "Test Execution Time",
"targets": [
{
"expr": "test_execution_duration_seconds",
"legendFormat": "{{test_suite}}"
}
],
"type": "graph"
},
{
"title": "Test Pass Rate",
"targets": [
{
"expr": "rate(test_passed_total[5m]) / rate(test_total[5m]) * 100"
}
],
"type": "gauge",
"options": {
"minValue": 0,
"maxValue": 100,
"thresholds": [
{ "value": 80, "color": "yellow" },
{ "value": 95, "color": "green" }
]
}
},
{
"title": "Code Coverage Trend",
"targets": [
{
"expr": "code_coverage_percentage",
"legendFormat": "{{type}}"
}
],
"type": "graph"
}
]
}
}测试报告通知
Slack 通知
javascript
// slack-reporter.js
const { WebClient } = require('@slack/web-api');
class SlackReporter {
constructor(token, channel) {
this.client = new WebClient(token);
this.channel = channel;
}
async sendTestReport(results) {
const passRate = (results.passed / results.total * 100).toFixed(2);
const status = passRate >= 95 ? ':white_check_mark:' :
passRate >= 80 ? ':warning:' : ':x:';
const blocks = [
{
type: 'header',
text: {
type: 'plain_text',
text: `${status} Test Results - ${new Date().toLocaleDateString()}`
}
},
{
type: 'section',
fields: [
{
type: 'mrkdwn',
text: `*Total Tests:*\n${results.total}`
},
{
type: 'mrkdwn',
text: `*Pass Rate:*\n${passRate}%`
},
{
type: 'mrkdwn',
text: `*Duration:*\n${(results.duration / 1000).toFixed(2)}s`
},
{
type: 'mrkdwn',
text: `*Coverage:*\n${results.coverage}%`
}
]
}
];
if (results.failed > 0) {
blocks.push({
type: 'section',
text: {
type: 'mrkdwn',
text: `*Failed Tests:*\n${results.failures.map(f => `• ${f.name}`).join('\n')}`
}
});
}
blocks.push({
type: 'actions',
elements: [
{
type: 'button',
text: {
type: 'plain_text',
text: 'View Full Report'
},
url: `https://ci.example.com/job/${process.env.BUILD_ID}/testReport`
}
]
});
await this.client.chat.postMessage({
channel: this.channel,
blocks: blocks
});
}
}
// 使用
const reporter = new SlackReporter(process.env.SLACK_TOKEN, '#test-results');
reporter.sendTestReport(testResults);Email 报告
python
# email_reporter.py
import smtplib
from email.mime.multipart import MIMEMultipart
from email.mime.text import MIMEText
from email.mime.image import MIMEImage
import matplotlib.pyplot as plt
import io
class EmailReporter:
def __init__(self, smtp_server, smtp_port, username, password):
self.smtp_server = smtp_server
self.smtp_port = smtp_port
self.username = username
self.password = password
def generate_report_html(self, results):
"""生成 HTML 报告"""
pass_rate = (results['passed'] / results['total']) * 100
html = f"""
<html>
<head>
<style>
body {{ font-family: Arial, sans-serif; }}
.header {{ background-color: #2196F3; color: white; padding: 20px; }}
.summary {{ margin: 20px; }}
.metric {{ display: inline-block; margin: 10px; padding: 15px;
background-color: #f5f5f5; border-radius: 5px; }}
.passed {{ color: #4CAF50; }}
.failed {{ color: #F44336; }}
</style>
</head>
<body>
<div class="header">
<h1>Test Execution Report</h1>
<p>{results['date']}</p>
</div>
<div class="summary">
<h2>Summary</h2>
<div class="metric">
<h3>Total Tests</h3>
<p style="font-size: 24px;">{results['total']}</p>
</div>
<div class="metric">
<h3>Pass Rate</h3>
<p style="font-size: 24px;" class="{'passed' if pass_rate >= 95 else 'failed'}">
{pass_rate:.2f}%
</p>
</div>
<div class="metric">
<h3>Duration</h3>
<p style="font-size: 24px;">{results['duration']:.2f}s</p>
</div>
</div>
<div style="margin: 20px;">
<h2>Test Results Chart</h2>
<img src="cid:chart" alt="Test Results Chart" />
</div>
{self._generate_failures_section(results.get('failures', []))}
</body>
</html>
"""
return html
def generate_chart(self, results):
"""生成测试结果图表"""
labels = ['Passed', 'Failed', 'Skipped']
sizes = [results['passed'], results['failed'], results['skipped']]
colors = ['#4CAF50', '#F44336', '#FF9800']
fig, ax = plt.subplots(figsize=(8, 6))
ax.pie(sizes, labels=labels, colors=colors, autopct='%1.1f%%')
ax.set_title('Test Results Distribution')
# 保存到内存
img_buffer = io.BytesIO()
plt.savefig(img_buffer, format='png')
img_buffer.seek(0)
return img_buffer
def send_report(self, recipients, results):
"""发送测试报告邮件"""
msg = MIMEMultipart('related')
msg['Subject'] = f"Test Report - {results['date']}"
msg['From'] = self.username
msg['To'] = ', '.join(recipients)
# HTML 内容
html_content = self.generate_report_html(results)
msg.attach(MIMEText(html_content, 'html'))
# 图表附件
chart_buffer = self.generate_chart(results)
chart_image = MIMEImage(chart_buffer.read())
chart_image.add_header('Content-ID', '<chart>')
msg.attach(chart_image)
# 发送邮件
with smtplib.SMTP(self.smtp_server, self.smtp_port) as server:
server.starttls()
server.login(self.username, self.password)
server.send_message(msg)总结
高质量的测试报告应该:
- 📊 可视化: 使用图表展示关键指标
- 🎯 可操作: 提供具体的改进建议
- 📈 趋势分析: 展示历史数据和趋势
- 🔔 及时通知: 自动发送报告给相关人员
- 🔍 详细信息: 包含失败测试的详细信息
通过完善的测试报告体系,让测试结果真正驱动质量改进。