test.yml
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name: SearchEngine Test Pipeline
on:
push:
branches: [ main, master, develop ]
pull_request:
branches: [ main, master, develop ]
workflow_dispatch: # 允许手动触发
env:
PYTHON_VERSION: '3.9'
NODE_VERSION: '16'
jobs:
# 代码质量检查
code-quality:
runs-on: ubuntu-latest
name: Code Quality Check
steps:
- name: Checkout code
uses: actions/checkout@v4
- name: Set up Python
uses: actions/setup-python@v4
with:
python-version: ${{ env.PYTHON_VERSION }}
- name: Install dependencies
run: |
python -m pip install --upgrade pip
pip install flake8 black isort mypy pylint
pip install -r requirements.txt
- name: Run Black (code formatting)
run: |
black --check --diff .
- name: Run isort (import sorting)
run: |
isort --check-only --diff .
- name: Run Flake8 (linting)
run: |
flake8 --max-line-length=100 --ignore=E203,W503 .
- name: Run MyPy (type checking)
run: |
mypy --ignore-missing-imports --no-strict-optional .
- name: Run Pylint
run: |
pylint --disable=C0114,C0115,C0116 --errors-only .
# 单元测试
unit-tests:
runs-on: ubuntu-latest
name: Unit Tests
strategy:
matrix:
python-version: ['3.8', '3.9', '3.10', '3.11']
steps:
- name: Checkout code
uses: actions/checkout@v4
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v4
with:
python-version: ${{ matrix.python-version }}
- name: Cache pip dependencies
uses: actions/cache@v3
with:
path: ~/.cache/pip
key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements*.txt') }}
restore-keys: |
${{ runner.os }}-pip-
- name: Install dependencies
run: |
python -m pip install --upgrade pip
pip install pytest pytest-cov pytest-json-report
pip install -r requirements.txt
- name: Create test logs directory
run: mkdir -p test_logs
- name: Run unit tests
run: |
python -m pytest tests/unit/ \
-v \
--tb=short \
--cov=. \
--cov-report=xml \
--cov-report=html \
--cov-report=term-missing \
--json-report \
--json-report-file=test_logs/unit_test_results.json
- name: Upload coverage to Codecov
uses: codecov/codecov-action@v3
with:
file: ./coverage.xml
flags: unittests
name: codecov-umbrella
- name: Upload unit test results
uses: actions/upload-artifact@v3
if: always()
with:
name: unit-test-results-${{ matrix.python-version }}
path: |
test_logs/unit_test_results.json
htmlcov/
# 集成测试
integration-tests:
runs-on: ubuntu-latest
name: Integration Tests
needs: [code-quality, unit-tests]
services:
elasticsearch:
image: docker.elastic.co/elasticsearch/elasticsearch:8.8.0
env:
discovery.type: single-node
ES_JAVA_OPTS: -Xms1g -Xmx1g
xpack.security.enabled: false
ports:
- 9200:9200
options: >-
--health-cmd "curl http://localhost:9200/_cluster/health"
--health-interval 10s
--health-timeout 5s
--health-retries 10
steps:
- name: Checkout code
uses: actions/checkout@v4
- name: Set up Python
uses: actions/setup-python@v4
with:
python-version: ${{ env.PYTHON_VERSION }}
- name: Install system dependencies
run: |
sudo apt-get update
sudo apt-get install -y curl
- name: Install Python dependencies
run: |
python -m pip install --upgrade pip
pip install pytest pytest-json-report httpx
pip install -r requirements.txt
- name: Create test logs directory
run: mkdir -p test_logs
- name: Wait for Elasticsearch
run: |
echo "Waiting for Elasticsearch to be ready..."
for i in {1..30}; do
if curl -s http://localhost:9200/_cluster/health | grep -q '"status":"green\|yellow"'; then
echo "Elasticsearch is ready"
break
fi
echo "Attempt $i/30: Elasticsearch not ready yet"
sleep 2
done
- name: Setup test index
run: |
curl -X PUT http://localhost:9200/test_products \
-H 'Content-Type: application/json' \
-d '{
"settings": {
"number_of_shards": 1,
"number_of_replicas": 0
},
"mappings": {
"properties": {
"name": {"type": "text"},
"brand_name": {"type": "text"},
"tags": {"type": "text"},
"price": {"type": "double"},
"category_id": {"type": "integer"},
"spu_id": {"type": "keyword"},
"text_embedding": {"type": "dense_vector", "dims": 1024}
}
}
}'
- name: Insert test data
run: |
curl -X POST http://localhost:9200/test_products/_bulk \
-H 'Content-Type: application/json' \
--data-binary @- << 'EOF'
{"index": {"_id": "1"}}
{"name": "红色连衣裙", "brand_name": "测试品牌", "tags": ["红色", "连衣裙", "女装"], "price": 299.0, "category_id": 1, "spu_id": "dress_001"}
{"index": {"_id": "2"}}
{"name": "蓝色连衣裙", "brand_name": "测试品牌", "tags": ["蓝色", "连衣裙", "女装"], "price": 399.0, "category_id": 1, "spu_id": "dress_002"}
{"index": {"_id": "3"}}
{"name": "智能手机", "brand_name": "科技品牌", "tags": ["智能", "手机", "数码"], "price": 2999.0, "category_id": 2, "spu_id": "phone_001"}
EOF
- name: Run integration tests
env:
ES_HOST: http://localhost:9200
TENANT_ID: test_tenant
TESTING_MODE: true
run: |
python -m pytest tests/integration/ \
-v \
--tb=short \
-m "not slow" \
--json-report \
--json-report-file=test_logs/integration_test_results.json
- name: Upload integration test results
uses: actions/upload-artifact@v3
if: always()
with:
name: integration-test-results
path: test_logs/integration_test_results.json
# API测试
api-tests:
runs-on: ubuntu-latest
name: API Tests
needs: [code-quality, unit-tests]
services:
elasticsearch:
image: docker.elastic.co/elasticsearch/elasticsearch:8.8.0
env:
discovery.type: single-node
ES_JAVA_OPTS: -Xms1g -Xmx1g
xpack.security.enabled: false
ports:
- 9200:9200
options: >-
--health-cmd "curl http://localhost:9200/_cluster/health"
--health-interval 10s
--health-timeout 5s
--health-retries 10
steps:
- name: Checkout code
uses: actions/checkout@v4
- name: Set up Python
uses: actions/setup-python@v4
with:
python-version: ${{ env.PYTHON_VERSION }}
- name: Install system dependencies
run: |
sudo apt-get update
sudo apt-get install -y curl
- name: Install Python dependencies
run: |
python -m pip install --upgrade pip
pip install pytest pytest-json-report httpx
pip install -r requirements.txt
- name: Create test logs directory
run: mkdir -p test_logs
- name: Wait for Elasticsearch
run: |
echo "Waiting for Elasticsearch to be ready..."
for i in {1..30}; do
if curl -s http://localhost:9200/_cluster/health | grep -q '"status":"green\|yellow"'; then
echo "Elasticsearch is ready"
break
fi
echo "Attempt $i/30: Elasticsearch not ready yet"
sleep 2
done
- name: Setup test index and data
run: |
# 创建索引
curl -X PUT http://localhost:9200/test_products \
-H 'Content-Type: application/json' \
-d '{
"settings": {"number_of_shards": 1, "number_of_replicas": 0},
"mappings": {
"properties": {
"name": {"type": "text"}, "brand_name": {"type": "text"},
"tags": {"type": "text"}, "price": {"type": "double"},
"category_id": {"type": "integer"}, "spu_id": {"type": "keyword"},
"text_embedding": {"type": "dense_vector", "dims": 1024}
}
}
}'
# 插入测试数据
curl -X POST http://localhost:9200/test_products/_bulk \
-H 'Content-Type: application/json' \
--data-binary @- << 'EOF'
{"index": {"_id": "1"}}
{"name": "红色连衣裙", "brand_name": "测试品牌", "tags": ["红色", "连衣裙", "女装"], "price": 299.0, "category_id": 1, "spu_id": "dress_001"}
{"index": {"_id": "2"}}
{"name": "蓝色连衣裙", "brand_name": "测试品牌", "tags": ["蓝色", "连衣裙", "女装"], "price": 399.0, "category_id": 1, "spu_id": "dress_002"}
EOF
- name: Start API service
env:
ES_HOST: http://localhost:9200
TENANT_ID: test_tenant
API_HOST: 127.0.0.1
API_PORT: 6003
TESTING_MODE: true
run: |
python -m api.app \
--host $API_HOST \
--port $API_PORT \
--tenant $TENANT_ID \
--es-host $ES_HOST &
echo $! > api.pid
# 等待API服务启动
for i in {1..30}; do
if curl -s http://$API_HOST:$API_PORT/health > /dev/null; then
echo "API service is ready"
break
fi
echo "Attempt $i/30: API service not ready yet"
sleep 2
done
- name: Run API tests
env:
ES_HOST: http://localhost:9200
API_HOST: 127.0.0.1
API_PORT: 6003
TENANT_ID: test_tenant
TESTING_MODE: true
run: |
python -m pytest tests/integration/test_api_integration.py \
-v \
--tb=short \
--json-report \
--json-report-file=test_logs/api_test_results.json
- name: Stop API service
if: always()
run: |
if [ -f api.pid ]; then
kill $(cat api.pid) || true
rm api.pid
fi
- name: Upload API test results
uses: actions/upload-artifact@v3
if: always()
with:
name: api-test-results
path: test_logs/api_test_results.json
# 性能测试
performance-tests:
runs-on: ubuntu-latest
name: Performance Tests
needs: [code-quality, unit-tests]
if: github.event_name == 'push' || github.event_name == 'workflow_dispatch'
services:
elasticsearch:
image: docker.elastic.co/elasticsearch/elasticsearch:8.8.0
env:
discovery.type: single-node
ES_JAVA_OPTS: -Xms2g -Xmx2g
xpack.security.enabled: false
ports:
- 9200:9200
options: >-
--health-cmd "curl http://localhost:9200/_cluster/health"
--health-interval 10s
--health-timeout 5s
--health-retries 10
steps:
- name: Checkout code
uses: actions/checkout@v4
- name: Set up Python
uses: actions/setup-python@v4
with:
python-version: ${{ env.PYTHON_VERSION }}
- name: Install dependencies
run: |
python -m pip install --upgrade pip
pip install pytest locust
pip install -r requirements.txt
- name: Wait for Elasticsearch
run: |
echo "Waiting for Elasticsearch to be ready..."
for i in {1..30}; do
if curl -s http://localhost:9200/_cluster/health | grep -q '"status":"green\|yellow"'; then
echo "Elasticsearch is ready"
break
fi
sleep 2
done
- name: Setup test data
run: |
# 创建并填充测试索引
python scripts/create_test_data.py --count 1000
- name: Run performance tests
env:
ES_HOST: http://localhost:9200
TESTING_MODE: true
run: |
python scripts/run_performance_tests.py
- name: Upload performance results
uses: actions/upload-artifact@v3
if: always()
with:
name: performance-test-results
path: performance_results/
# 安全扫描
security-scan:
runs-on: ubuntu-latest
name: Security Scan
needs: [code-quality]
steps:
- name: Checkout code
uses: actions/checkout@v4
- name: Set up Python
uses: actions/setup-python@v4
with:
python-version: ${{ env.PYTHON_VERSION }}
- name: Install security scanning tools
run: |
python -m pip install --upgrade pip
pip install safety bandit
- name: Run Safety (dependency check)
run: |
safety check --json --output safety_report.json || true
- name: Run Bandit (security linter)
run: |
bandit -r . -f json -o bandit_report.json || true
- name: Upload security reports
uses: actions/upload-artifact@v3
if: always()
with:
name: security-reports
path: |
safety_report.json
bandit_report.json
# 测试结果汇总
test-summary:
runs-on: ubuntu-latest
name: Test Summary
needs: [unit-tests, integration-tests, api-tests, security-scan]
if: always()
steps:
- name: Checkout code
uses: actions/checkout@v4
- name: Download all test artifacts
uses: actions/download-artifact@v3
- name: Generate test summary
run: |
python scripts/generate_test_summary.py
- name: Upload final report
uses: actions/upload-artifact@v3
with:
name: final-test-report
path: final_test_report.*
- name: Comment PR with results
if: github.event_name == 'pull_request'
uses: actions/github-script@v6
with:
script: |
const fs = require('fs');
// 读取测试报告
let reportContent = '';
try {
reportContent = fs.readFileSync('final_test_report.txt', 'utf8');
} catch (e) {
console.log('Could not read report file');
return;
}
// 提取摘要信息
const lines = reportContent.split('\n');
let summary = '';
let inSummary = false;
for (const line of lines) {
if (line.includes('测试摘要')) {
inSummary = true;
continue;
}
if (inSummary && line.includes('测试套件详情')) {
break;
}
if (inSummary && line.trim()) {
summary += line + '\n';
}
}
// 构建评论内容
const comment = `## 🧪 测试报告\n\n${summary}\n\n详细的测试报告请查看 [Artifacts](https://github.com/${{ github.repository }}/actions/runs/${{ github.run_id }}) 部分。`;
// 发送评论
github.rest.issues.createComment({
issue_number: context.issue.number,
owner: context.repo.owner,
repo: context.repo.repo,
body: comment
});