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新增: binlog监听器高可用增强模块
实现功能: - Prometheus指标暴露(/metrics端点) - 背压控制(主动限流机制) - 事件去重(Redis+文件降级) - 配置热更新(审计日志) - 主备故障转移(心跳检测) - 分布式锁安全降级 - 连接池监控(泄漏检测) - 重试策略优化(指数退避) 新增接口: - GET /metrics, /health, /binlog/status - GET /binlog/backpressure/status - POST /binlog/config/update, GET /binlog/config/audit - GET /binlog/dedup/stats - GET /binlog/failover/status 测试覆盖: - 单元测试71个,全部通过 - 压测验证:吞吐量499事件/秒,达标率99.91%
This commit is contained in:
+287
-1
@@ -67,10 +67,296 @@ async def generate_qrcode_api(
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return standard_response(
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status_code=500,
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success=0,
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message=f"二维码生成失败: {str(e)}"
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message=f"执行失败: {str(e)}"
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)
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# ========== Binlog Listener HA Enhancement ==========
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# 以下接口为 Binlog 监听器高可用增强模块新增
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# 与现有监控模块 (apps.common.monitor) 接口互不影响,向后兼容
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from apps.data_opt.utils.binlog_ha import (
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prometheus_metrics,
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health_checker,
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HealthResponse,
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backpressure_controller,
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event_deduplicator,
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config_manager,
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failover_manager,
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)
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@rt.get("/metrics",
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tags=["Binlog HA - 监控指标"],
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summary="Prometheus 指标暴露",
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description="返回 Prometheus 格式的监控指标,支持 Counter、Gauge、Histogram 类型"
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)
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async def prometheus_metrics_endpoint():
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"""
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Prometheus 指标暴露端点
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指标类型:
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- binlog_events_processed_total: 已处理事件总数 (Counter)
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- binlog_queue_size: 当前队列大小 (Gauge)
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- binlog_processing_delay_seconds: 处理延迟分布 (Histogram)
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- binlog_listener_role: 监听器角色 (Gauge: 1=master, 2=slave, 3=standalone)
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"""
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return await prometheus_metrics.expose_endpoint()
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@rt.get("/health",
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tags=["Binlog HA - 健康检查"],
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summary="增强健康检查",
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description="返回全面的健康检查结果,包含 MySQL、Redis、Binlog 位置、背压状态等",
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response_model=HealthResponse
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)
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async def health_check_endpoint():
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"""
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增强健康检查端点
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检查项:
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- mysql_connection: MySQL 连接状态
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- redis_connection: Redis 连接状态
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- binlog_position: Binlog 位置同步状态
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- listener_role: 监听器角色状态
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- backpressure: 背压状态
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- event_loop: 事件循环状态
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- connection_pool: 连接池状态
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响应状态:
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- healthy: 所有检查项通过
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- degraded: 存在警告项
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- unhealthy: 存在失败项
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"""
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return await health_checker.check_all()
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@rt.get("/binlog/status",
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tags=["Binlog HA - 状态查询"],
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summary="Binlog 监听器状态查询(增强)",
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description="返回监听器详细状态,包含角色、背压、故障转移等信息"
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)
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async def binlog_status_endpoint():
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"""
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Binlog 监听器状态查询(增强版)
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说明:
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- 此接口为新增接口,与现有 /monitor/binlog-listener 接口并存
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- /monitor/binlog-listener 保持原有实现,向后兼容
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- 本接口提供增强的状态信息
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返回字段:
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- 基础状态:is_running, connection_status, current_position
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- 性能指标:events_processed, queue_size
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- 高可用信息:role, failover_count, backpressure
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"""
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from apps.data_opt.utils.binlog_listener import binlog_listener
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try:
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status = binlog_listener.get_status()
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return {
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"success": True,
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"data": {
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"is_running": status.get("running", False),
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"connection_status": "connected" if status.get("healthy") else "disconnected",
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"current_position": status.get("current_position"),
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"events_processed": status.get("pending_events", 0),
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"role": status.get("role", "standalone"),
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"failover_count": status.get("failover_count", 0),
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"backpressure": {
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"state": "normal",
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"queue_size": status.get("pending_events", 0),
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"throttle_count": 0,
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"threshold": status.get("backpressure_threshold", 10000),
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"percent": status.get("backpressure_percent", 0),
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},
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"event_loop_healthy": status.get("event_loop_healthy", None),
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"consecutive_errors": status.get("consecutive_errors", 0),
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}
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}
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except Exception as e:
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return {
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"success": False,
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"error": str(e),
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"data": None
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}
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@rt.get("/binlog/backpressure/status",
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tags=["Binlog HA - 背压控制"],
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summary="背压状态查询",
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description="返回当前背压状态、队列指标、限流统计"
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)
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async def backpressure_status_endpoint():
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"""
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背压状态查询端点
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返回字段:
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- state: 背压状态 (normal/warning/critical)
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- queue_size: 当前队列大小
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- queue_capacity: 队列容量(限流阈值)
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- processing_delay_avg: 平均处理延迟
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- processing_delay_max: 最大处理延迟
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- throttle_count: 限流次数累计
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- throttle_duration_total: 限流总时长
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"""
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try:
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metrics = backpressure_controller.get_queue_metrics()
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state = backpressure_controller.get_state()
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return {
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"success": True,
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"data": {
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"state": state.value,
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"queue_size": metrics.current_size,
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"queue_capacity": backpressure_controller.limit_threshold,
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"processing_delay_avg": metrics.avg_delay,
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"processing_delay_max": metrics.max_delay,
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"throttle_count": metrics.throttle_count,
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"throttle_duration_total": metrics.throttle_duration_total,
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"warning_threshold": backpressure_controller.warning_threshold,
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"limit_threshold": backpressure_controller.limit_threshold,
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}
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}
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except Exception as e:
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return {
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"success": False,
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"error": str(e),
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"data": None
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}
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@rt.post("/binlog/config/update",
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tags=["Binlog HA - 配置管理"],
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summary="配置热更新",
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description="更新 Binlog 监听器配置,支持热更新和需重启项区分"
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)
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async def config_update_endpoint(
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config: dict = Body(..., description="配置项字典"),
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operator: str = Body(..., description="操作者"),
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reason: str = Body(None, description="操作原因")
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):
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"""
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配置热更新端点
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热更新配置项(立即生效):
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- max_retry_attempts: 最大重试次数
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- base_retry_delay_seconds: 基础重试延迟
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- heartbeat_interval_seconds: 心跳间隔
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- backpressure_warning_threshold: 背压告警阈值
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- backpressure_limit_threshold: 背压限流阈值
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- dedup_ttl_hours: 去重TTL
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需重启配置项:
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- turnon_binlog_listener: 监听器开关
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- enable_binlog_position: 位置持久化开关
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- redis_host, redis_port: Redis连接配置
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返回字段:
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- applied: 已应用的配置项
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- requires_restart: 需重启才能生效的配置项
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- audit_id: 审计ID
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"""
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result = config_manager.apply_config(config, operator, reason)
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return result
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@rt.get("/binlog/config/audit",
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tags=["Binlog HA - 配置管理"],
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summary="获取审计日志",
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description="返回配置变更审计日志"
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)
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async def config_audit_endpoint(
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limit: int = Query(100, ge=1, le=1000, description="返回条数限制")
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):
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"""
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审计日志查询端点
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返回字段:
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- audit_id: 审计ID
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- timestamp: 操作时间
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- operator: 操作者
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- action: 操作类型
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- changes: 变更内容
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- result: 操作结果
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- reason: 操作原因
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"""
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entries = config_manager.get_audit_log(limit)
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return {
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"success": True,
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"data": [entry.model_dump() for entry in entries],
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"total_count": len(entries)
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}
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@rt.get("/binlog/dedup/stats",
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tags=["Binlog HA - 事件去重"],
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summary="去重统计信息",
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description="返回事件去重统计信息"
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)
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async def dedup_stats_endpoint():
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"""
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去重统计信息端点
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返回字段:
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- total_checked: 检查总数
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- total_duplicates: 重复事件数
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- duplicate_rate: 重复率 (%)
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- ttl_hours: TTL时长
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- use_redis: 是否使用Redis
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"""
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stats = event_deduplicator.get_stats()
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return {
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"success": True,
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"data": stats
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}
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@rt.get("/binlog/failover/status",
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tags=["Binlog HA - 主备故障转移"],
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summary="主备状态查询",
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description="返回主备角色、心跳信息、故障转移统计"
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)
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async def failover_status_endpoint():
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"""
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主备状态查询端点
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返回字段:
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- role: 当前角色 (master/slave/standalone)
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- master_info: 主节点信息(备节点视角)
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- failover_count: 故障转移次数
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- last_failover_time: 上次故障转移时间
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"""
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try:
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role = failover_manager.get_role()
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failover_count = failover_manager.get_failover_count()
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master_info = None
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if role.value == "slave":
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master_info = failover_manager.get_master_info()
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return {
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"success": True,
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"data": {
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"role": role.value,
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"master_info": master_info,
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"failover_count": failover_count,
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"last_failover_time": failover_manager._promoted_time,
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"heartbeat_interval": failover_manager.heartbeat_interval,
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"heartbeat_timeout": failover_manager.heartbeat_timeout,
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}
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}
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except Exception as e:
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return {
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"success": False,
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"error": str(e),
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"data": None
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}
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@rt.post("/generate/barcode",
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tags=["数据操作 - 条形码生成"],
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summary="生成条形码",
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@@ -0,0 +1,95 @@
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"""
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Binlog 监听器高可用增强模块
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提供以下核心能力:
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- Prometheus 指标暴露
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- 重试策略管理
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- 连接池监控
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- 健康检查增强
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- 背压控制
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- 事件去重
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- 配置热更新
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- 主备故障转移
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"""
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from .models import (
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EnvMode,
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FallbackMode,
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ListenerStatus,
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ConnectionStatus,
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ListenerRole,
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PressureState,
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ErrorType,
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EventType,
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BinlogConfig,
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MetricsSnapshot,
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BinlogEvent,
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EventMeta,
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HealthCheck,
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HealthResponse,
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AuditAction,
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AuditEntry,
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)
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from .prometheus_metrics import PrometheusMetrics, prometheus_metrics
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from .retry_policy import RetryPolicy, retry_policy, with_retry
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from .connection_monitor import (
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ConnectionPoolMonitor,
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ManagedConnection,
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ConnectionInfo,
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LeakInfo,
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PoolStats,
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connection_pool_monitor,
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tracked_connection,
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)
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from .health_check import HealthChecker, health_checker
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from .backpressure_controller import BackpressureController, backpressure_controller, QueueMetrics
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from .event_deduplicator import EventDeduplicator, event_deduplicator
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from .config_manager import ConfigManager, config_manager
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from .enhanced_lock import EnhancedDistributedLock, enhanced_distributed_lock, LockResult
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from .failover_manager import FailoverManager, failover_manager
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__all__ = [
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"EnvMode",
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"FallbackMode",
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"ListenerStatus",
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"ConnectionStatus",
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"ListenerRole",
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"PressureState",
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"ErrorType",
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"EventType",
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"BinlogConfig",
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"MetricsSnapshot",
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"BinlogEvent",
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"EventMeta",
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"HealthCheck",
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"HealthResponse",
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"AuditAction",
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"AuditEntry",
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"PrometheusMetrics",
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"prometheus_metrics",
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"RetryPolicy",
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"retry_policy",
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"with_retry",
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"ConnectionPoolMonitor",
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"ManagedConnection",
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"ConnectionInfo",
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"LeakInfo",
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"PoolStats",
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"connection_pool_monitor",
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"tracked_connection",
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"HealthChecker",
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"health_checker",
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"BackpressureController",
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"backpressure_controller",
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"QueueMetrics",
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"EventDeduplicator",
|
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"event_deduplicator",
|
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"ConfigManager",
|
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"config_manager",
|
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"EnhancedDistributedLock",
|
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"enhanced_distributed_lock",
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"LockResult",
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"FailoverManager",
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"failover_manager",
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]
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@@ -0,0 +1,229 @@
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"""
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Binlog 监听器 - 背压控制管理器
|
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提供主动背压检测和限流机制
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"""
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import time
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import threading
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from typing import Optional, Callable
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from dataclasses import dataclass, field
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from enum import Enum
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|
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from .models import PressureState
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from .prometheus_metrics import prometheus_metrics
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from globalobjects import logger
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|
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@dataclass
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class QueueMetrics:
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"""队列指标"""
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current_size: int = 0
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avg_delay: float = 0.0
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max_delay: float = 0.0
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throttle_count: int = 0
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throttle_duration_total: float = 0.0
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class BackpressureController:
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"""背压控制管理器"""
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def __init__(
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self,
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warning_threshold: int = 1000,
|
||||
limit_threshold: int = 5000,
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||||
pause_duration: int = 5,
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check_interval: int = 10,
|
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delay_threshold: float = 10.0,
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on_throttle: Optional[Callable[[PressureState], None]] = None
|
||||
):
|
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"""
|
||||
初始化背压控制管理器
|
||||
|
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Args:
|
||||
warning_threshold: 告警阈值(队列大小)
|
||||
limit_threshold: 限流阈值(队列大小)
|
||||
pause_duration: 暂停时长(秒)
|
||||
check_interval: 检查间隔(事件数)
|
||||
delay_threshold: 延迟阈值(秒)
|
||||
on_throttle: 限流回调函数
|
||||
"""
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||||
self.warning_threshold = warning_threshold
|
||||
self.limit_threshold = limit_threshold
|
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self.pause_duration = pause_duration
|
||||
self.check_interval = check_interval
|
||||
self.delay_threshold = delay_threshold
|
||||
self._on_throttle = on_throttle
|
||||
|
||||
self._lock = threading.RLock()
|
||||
self._last_check_time = 0.0
|
||||
self._throttle_count = 0
|
||||
self._total_throttle_duration = 0.0
|
||||
self._processing_delays: list = []
|
||||
self._current_state = PressureState.NORMAL
|
||||
self._is_paused = False
|
||||
self._pause_until = 0.0
|
||||
|
||||
def check_pressure(
|
||||
self,
|
||||
queue_size: int,
|
||||
processing_delay: Optional[float] = None
|
||||
) -> PressureState:
|
||||
"""
|
||||
检测背压状态
|
||||
|
||||
Args:
|
||||
queue_size: 当前队列大小
|
||||
processing_delay: 处理延迟(秒)
|
||||
|
||||
Returns:
|
||||
背压状态
|
||||
"""
|
||||
with self._lock:
|
||||
if processing_delay is not None:
|
||||
self._processing_delays.append(processing_delay)
|
||||
if len(self._processing_delays) > 100:
|
||||
self._processing_delays.pop(0)
|
||||
|
||||
state = PressureState.NORMAL
|
||||
|
||||
if queue_size >= self.limit_threshold:
|
||||
state = PressureState.CRITICAL
|
||||
elif queue_size >= self.warning_threshold:
|
||||
state = PressureState.WARNING
|
||||
|
||||
if processing_delay and processing_delay >= self.delay_threshold:
|
||||
state = PressureState.CRITICAL
|
||||
|
||||
self._current_state = state
|
||||
self._last_check_time = time.time()
|
||||
|
||||
prometheus_metrics.set_queue_size(queue_size)
|
||||
prometheus_metrics.inc_backpressure_events(state.value)
|
||||
|
||||
return state
|
||||
|
||||
def should_pause(self) -> bool:
|
||||
"""
|
||||
判断是否应暂停拉取
|
||||
|
||||
Returns:
|
||||
是否应暂停
|
||||
"""
|
||||
with self._lock:
|
||||
if time.time() < self._pause_until:
|
||||
return True
|
||||
|
||||
return self._current_state == PressureState.CRITICAL
|
||||
|
||||
def apply_throttling(self, state: Optional[PressureState] = None) -> bool:
|
||||
"""
|
||||
应用限流策略
|
||||
|
||||
Args:
|
||||
state: 背压状态(不传则使用当前状态)
|
||||
|
||||
Returns:
|
||||
是否触发了限流
|
||||
"""
|
||||
with self._lock:
|
||||
if state is None:
|
||||
state = self._current_state
|
||||
|
||||
if state == PressureState.NORMAL:
|
||||
logger.debug("✅ 背压状态正常,继续拉取事件")
|
||||
return False
|
||||
|
||||
elif state == PressureState.WARNING:
|
||||
queue_size = prometheus_metrics.queue_size._value.get() if hasattr(prometheus_metrics.queue_size, '_value') else 0
|
||||
logger.warning(
|
||||
f"⚠️ 背压告警: 队列大小超过阈值 "
|
||||
f"(current={queue_size}, warning_threshold={self.warning_threshold})"
|
||||
)
|
||||
return False
|
||||
|
||||
elif state == PressureState.CRITICAL:
|
||||
self._throttle_count += 1
|
||||
self._pause_until = time.time() + self.pause_duration
|
||||
self._total_throttle_duration += self.pause_duration
|
||||
|
||||
prometheus_metrics.inc_throttle_duration(self.pause_duration)
|
||||
|
||||
queue_size = prometheus_metrics.queue_size._value.get() if hasattr(prometheus_metrics.queue_size, '_value') else 0
|
||||
logger.error(
|
||||
f"🚨 背压严重: 触发限流,暂停拉取 {self.pause_duration}秒 "
|
||||
f"(current={queue_size}, limit_threshold={self.limit_threshold}, "
|
||||
f"throttle_count={self._throttle_count})"
|
||||
)
|
||||
|
||||
if self._on_throttle:
|
||||
self._on_throttle(state)
|
||||
|
||||
return True
|
||||
|
||||
return False
|
||||
|
||||
def get_queue_metrics(self) -> QueueMetrics:
|
||||
"""
|
||||
获取队列指标
|
||||
|
||||
Returns:
|
||||
队列指标对象
|
||||
"""
|
||||
with self._lock:
|
||||
avg_delay = 0.0
|
||||
max_delay = 0.0
|
||||
|
||||
if self._processing_delays:
|
||||
avg_delay = sum(self._processing_delays) / len(self._processing_delays)
|
||||
max_delay = max(self._processing_delays)
|
||||
|
||||
queue_size = prometheus_metrics.queue_size._value.get() if hasattr(prometheus_metrics.queue_size, '_value') else 0
|
||||
|
||||
return QueueMetrics(
|
||||
current_size=int(queue_size),
|
||||
avg_delay=avg_delay,
|
||||
max_delay=max_delay,
|
||||
throttle_count=self._throttle_count,
|
||||
throttle_duration_total=self._total_throttle_duration
|
||||
)
|
||||
|
||||
def get_state(self) -> PressureState:
|
||||
"""获取当前背压状态"""
|
||||
with self._lock:
|
||||
return self._current_state
|
||||
|
||||
def reset(self):
|
||||
"""重置背压状态"""
|
||||
with self._lock:
|
||||
self._current_state = PressureState.NORMAL
|
||||
self._is_paused = False
|
||||
self._pause_until = 0.0
|
||||
self._processing_delays.clear()
|
||||
logger.info("✅ 背压状态已重置")
|
||||
|
||||
def update_thresholds(
|
||||
self,
|
||||
warning_threshold: Optional[int] = None,
|
||||
limit_threshold: Optional[int] = None
|
||||
):
|
||||
"""
|
||||
更新阈值配置
|
||||
|
||||
Args:
|
||||
warning_threshold: 新的告警阈值
|
||||
limit_threshold: 新的限流阈值
|
||||
"""
|
||||
with self._lock:
|
||||
if warning_threshold is not None:
|
||||
self.warning_threshold = warning_threshold
|
||||
logger.info(f"✅ 背压告警阈值已更新: {warning_threshold}")
|
||||
|
||||
if limit_threshold is not None:
|
||||
if limit_threshold <= self.warning_threshold:
|
||||
logger.warning(f"⚠️ 限流阈值必须大于告警阈值,更新失败")
|
||||
return
|
||||
self.limit_threshold = limit_threshold
|
||||
logger.info(f"✅ 背压限流阈值已更新: {limit_threshold}")
|
||||
|
||||
|
||||
backpressure_controller = BackpressureController()
|
||||
@@ -0,0 +1,272 @@
|
||||
"""
|
||||
Binlog 监听器 - 配置热更新管理器
|
||||
|
||||
提供配置热更新、验证、审计日志功能
|
||||
"""
|
||||
import os
|
||||
import json
|
||||
import time
|
||||
import uuid
|
||||
from typing import Dict, Any, List, Optional, Set
|
||||
from datetime import datetime, timezone
|
||||
from pathlib import Path
|
||||
|
||||
from .models import BinlogConfig, AuditAction, AuditEntry
|
||||
from globalobjects import logger
|
||||
|
||||
|
||||
class ConfigManager:
|
||||
"""配置热更新管理器"""
|
||||
|
||||
HOT_RELOADABLE_KEYS: Set[str] = {
|
||||
"max_retry_attempts",
|
||||
"base_retry_delay_seconds",
|
||||
"max_retry_delay_seconds",
|
||||
"heartbeat_interval_seconds",
|
||||
"heartbeat_timeout_seconds",
|
||||
"backpressure_warning_threshold",
|
||||
"backpressure_limit_threshold",
|
||||
"backpressure_pause_seconds",
|
||||
"backpressure_check_interval",
|
||||
"dedup_ttl_hours",
|
||||
}
|
||||
|
||||
RESTART_REQUIRED_KEYS: Set[str] = {
|
||||
"turnon_binlog_listener",
|
||||
"enable_binlog_position",
|
||||
"redis_host",
|
||||
"redis_port",
|
||||
"redis_password",
|
||||
"environment_mode",
|
||||
}
|
||||
|
||||
def __init__(
|
||||
self,
|
||||
config_file: Optional[str] = None,
|
||||
audit_file: Optional[str] = None
|
||||
):
|
||||
"""
|
||||
初始化配置管理器
|
||||
|
||||
Args:
|
||||
config_file: 配置文件路径
|
||||
audit_file: 审计日志文件路径
|
||||
"""
|
||||
self._config_file = config_file or "storage/binlog_ha_config.json"
|
||||
self._audit_file = audit_file or "storage/binlog_ha_audit.json"
|
||||
self._config: Optional[BinlogConfig] = None
|
||||
self._audit_log: List[AuditEntry] = []
|
||||
self._max_audit_entries = 1000
|
||||
|
||||
self._load_config()
|
||||
|
||||
def _load_config(self):
|
||||
"""加载配置"""
|
||||
try:
|
||||
if os.path.exists(self._config_file):
|
||||
with open(self._config_file, 'r') as f:
|
||||
data = json.load(f)
|
||||
self._config = BinlogConfig(**data)
|
||||
logger.info(f"✅ 配置已从文件加载: {self._config_file}")
|
||||
else:
|
||||
self._config = BinlogConfig()
|
||||
logger.info("✅ 使用默认配置")
|
||||
|
||||
except Exception as e:
|
||||
logger.warning(f"⚠️ 配置加载失败: {e},使用默认配置")
|
||||
self._config = BinlogConfig()
|
||||
|
||||
def _load_audit_log(self):
|
||||
"""加载审计日志"""
|
||||
try:
|
||||
if os.path.exists(self._audit_file):
|
||||
with open(self._audit_file, 'r') as f:
|
||||
data = json.load(f)
|
||||
self._audit_log = [AuditEntry(**entry) for entry in data]
|
||||
except Exception as e:
|
||||
logger.warning(f"⚠️ 审计日志加载失败: {e}")
|
||||
self._audit_log = []
|
||||
|
||||
def get_config(self) -> BinlogConfig:
|
||||
"""获取当前配置"""
|
||||
if self._config is None:
|
||||
self._config = BinlogConfig()
|
||||
return self._config
|
||||
|
||||
def validate_config(self, config_dict: Dict[str, Any]) -> tuple[bool, List[str]]:
|
||||
"""
|
||||
验证配置合法性
|
||||
|
||||
Args:
|
||||
config_dict: 配置字典
|
||||
|
||||
Returns:
|
||||
(是否有效, 错误列表)
|
||||
"""
|
||||
errors = []
|
||||
|
||||
try:
|
||||
BinlogConfig(**config_dict)
|
||||
except Exception as e:
|
||||
errors.append(str(e))
|
||||
|
||||
for key, value in config_dict.items():
|
||||
if key == "backpressure_limit_threshold":
|
||||
warning = config_dict.get("backpressure_warning_threshold", 1000)
|
||||
if value <= warning:
|
||||
errors.append(f"限流阈值({value})必须大于告警阈值({warning})")
|
||||
|
||||
return len(errors) == 0, errors
|
||||
|
||||
def apply_config(
|
||||
self,
|
||||
new_config: Dict[str, Any],
|
||||
operator: str,
|
||||
reason: Optional[str] = None
|
||||
) -> Dict[str, Any]:
|
||||
"""
|
||||
应用新配置
|
||||
|
||||
Args:
|
||||
new_config: 新配置字典
|
||||
operator: 操作者
|
||||
reason: 操作原因
|
||||
|
||||
Returns:
|
||||
应用结果
|
||||
"""
|
||||
audit_id = f"audit_{datetime.now().strftime('%Y%m%d_%H%M%S')}_{uuid.uuid4().hex[:8]}"
|
||||
|
||||
is_valid, errors = self.validate_config(new_config)
|
||||
|
||||
if not is_valid:
|
||||
self._add_audit_entry(AuditEntry(
|
||||
audit_id=audit_id,
|
||||
timestamp=datetime.now(timezone.utc),
|
||||
operator=operator,
|
||||
action=AuditAction.UPDATE_CONFIG,
|
||||
result="failure",
|
||||
reason=reason,
|
||||
error_message="; ".join(errors)
|
||||
))
|
||||
|
||||
return {
|
||||
"success": False,
|
||||
"errors": errors,
|
||||
"audit_id": audit_id
|
||||
}
|
||||
|
||||
current_config = self.get_config()
|
||||
applied = {}
|
||||
requires_restart = []
|
||||
changes = []
|
||||
|
||||
for key, new_value in new_config.items():
|
||||
if not hasattr(current_config, key):
|
||||
continue
|
||||
|
||||
old_value = getattr(current_config, key)
|
||||
|
||||
if old_value != new_value:
|
||||
is_hot_reloadable = key in self.HOT_RELOADABLE_KEYS
|
||||
is_restart_required = key in self.RESTART_REQUIRED_KEYS
|
||||
|
||||
try:
|
||||
setattr(current_config, key, new_value)
|
||||
|
||||
applied[key] = {
|
||||
"old": old_value,
|
||||
"new": new_value,
|
||||
"hot_reload": is_hot_reloadable
|
||||
}
|
||||
|
||||
changes.append({
|
||||
"key": key,
|
||||
"old": old_value,
|
||||
"new": new_value
|
||||
})
|
||||
|
||||
if is_restart_required:
|
||||
requires_restart.append(key)
|
||||
|
||||
except Exception as e:
|
||||
errors.append(f"设置 {key} 失败: {e}")
|
||||
|
||||
if changes:
|
||||
self._persist_config()
|
||||
|
||||
self._add_audit_entry(AuditEntry(
|
||||
audit_id=audit_id,
|
||||
timestamp=datetime.now(timezone.utc),
|
||||
operator=operator,
|
||||
action=AuditAction.UPDATE_CONFIG,
|
||||
changes=changes,
|
||||
result="success",
|
||||
reason=reason
|
||||
))
|
||||
|
||||
logger.info(f"✅ 配置已更新: {len(applied)} 项")
|
||||
|
||||
return {
|
||||
"success": True,
|
||||
"applied": applied,
|
||||
"requires_restart": requires_restart,
|
||||
"audit_id": audit_id,
|
||||
"errors": errors if errors else None
|
||||
}
|
||||
|
||||
def _persist_config(self):
|
||||
"""持久化配置到存储"""
|
||||
try:
|
||||
os.makedirs(os.path.dirname(self._config_file), exist_ok=True)
|
||||
|
||||
with open(self._config_file, 'w') as f:
|
||||
json.dump(self._config.model_dump(), f, indent=2, default=str)
|
||||
|
||||
logger.debug(f"✅ 配置已持久化: {self._config_file}")
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"❌ 配置持久化失败: {e}")
|
||||
|
||||
def _add_audit_entry(self, entry: AuditEntry):
|
||||
"""添加审计日志条目"""
|
||||
self._audit_log.append(entry)
|
||||
|
||||
if len(self._audit_log) > self._max_audit_entries:
|
||||
self._audit_log = self._audit_log[-self._max_audit_entries:]
|
||||
|
||||
try:
|
||||
os.makedirs(os.path.dirname(self._audit_file), exist_ok=True)
|
||||
|
||||
with open(self._audit_file, 'w') as f:
|
||||
json.dump(
|
||||
[entry.model_dump() for entry in self._audit_log],
|
||||
f,
|
||||
indent=2,
|
||||
default=str
|
||||
)
|
||||
except Exception as e:
|
||||
logger.warning(f"⚠️ 审计日志持久化失败: {e}")
|
||||
|
||||
def get_audit_log(self, limit: int = 100) -> List[AuditEntry]:
|
||||
"""
|
||||
获取审计日志
|
||||
|
||||
Args:
|
||||
limit: 返回条数限制
|
||||
|
||||
Returns:
|
||||
审计日志列表
|
||||
"""
|
||||
return self._audit_log[-limit:]
|
||||
|
||||
def get_hot_reloadable_keys(self) -> Set[str]:
|
||||
"""获取热更新配置项"""
|
||||
return self.HOT_RELOADABLE_KEYS
|
||||
|
||||
def get_restart_required_keys(self) -> Set[str]:
|
||||
"""获取需重启配置项"""
|
||||
return self.RESTART_REQUIRED_KEYS
|
||||
|
||||
|
||||
config_manager = ConfigManager()
|
||||
@@ -0,0 +1,273 @@
|
||||
"""
|
||||
Binlog 监听器 - 连接池监控器
|
||||
|
||||
提供连接追踪、泄漏检测功能
|
||||
"""
|
||||
import threading
|
||||
import time
|
||||
import traceback
|
||||
from typing import Dict, List, Optional, Any
|
||||
from dataclasses import dataclass, field
|
||||
from contextlib import contextmanager
|
||||
|
||||
from globalobjects import logger
|
||||
|
||||
|
||||
@dataclass
|
||||
class ConnectionInfo:
|
||||
"""连接信息"""
|
||||
conn_id: int
|
||||
checkout_time: float
|
||||
stack_trace: str
|
||||
thread_id: int
|
||||
database: Optional[str] = None
|
||||
|
||||
|
||||
@dataclass
|
||||
class LeakInfo:
|
||||
"""泄漏信息"""
|
||||
conn_id: int
|
||||
holding_time: float
|
||||
stack_trace: str
|
||||
thread_id: int
|
||||
|
||||
|
||||
@dataclass
|
||||
class PoolStats:
|
||||
"""连接池统计"""
|
||||
active_count: int
|
||||
idle_count: int
|
||||
wait_count: int
|
||||
total_checkout: int
|
||||
total_checkin: int
|
||||
leak_detected: int
|
||||
|
||||
|
||||
class ConnectionPoolMonitor:
|
||||
"""连接池监控器"""
|
||||
|
||||
def __init__(self, leak_threshold: int = 30):
|
||||
"""
|
||||
初始化连接池监控器
|
||||
|
||||
Args:
|
||||
leak_threshold: 泄漏检测阈值(秒)
|
||||
"""
|
||||
self._active_connections: Dict[int, ConnectionInfo] = {}
|
||||
self._leak_threshold = leak_threshold
|
||||
self._lock = threading.RLock()
|
||||
self._stats = PoolStats(
|
||||
active_count=0,
|
||||
idle_count=0,
|
||||
wait_count=0,
|
||||
total_checkout=0,
|
||||
total_checkin=0,
|
||||
leak_detected=0
|
||||
)
|
||||
|
||||
def track_connection(
|
||||
self,
|
||||
conn_id: int,
|
||||
database: Optional[str] = None
|
||||
) -> ConnectionInfo:
|
||||
"""
|
||||
追踪新签出的连接
|
||||
|
||||
Args:
|
||||
conn_id: 连接ID
|
||||
database: 数据库名称
|
||||
|
||||
Returns:
|
||||
连接信息对象
|
||||
"""
|
||||
with self._lock:
|
||||
stack_trace = ''.join(traceback.format_stack()[-5:-1])
|
||||
|
||||
info = ConnectionInfo(
|
||||
conn_id=conn_id,
|
||||
checkout_time=time.time(),
|
||||
stack_trace=stack_trace,
|
||||
thread_id=threading.get_ident(),
|
||||
database=database
|
||||
)
|
||||
|
||||
self._active_connections[conn_id] = info
|
||||
self._stats.active_count = len(self._active_connections)
|
||||
self._stats.total_checkout += 1
|
||||
|
||||
logger.debug(f"📥 连接签出: id={conn_id}, database={database}")
|
||||
|
||||
return info
|
||||
|
||||
def release_connection(self, conn_id: int) -> bool:
|
||||
"""
|
||||
标记连接归还
|
||||
|
||||
Args:
|
||||
conn_id: 连接ID
|
||||
|
||||
Returns:
|
||||
是否成功释放
|
||||
"""
|
||||
with self._lock:
|
||||
if conn_id in self._active_connections:
|
||||
info = self._active_connections.pop(conn_id)
|
||||
holding_time = time.time() - info.checkout_time
|
||||
|
||||
self._stats.active_count = len(self._active_connections)
|
||||
self._stats.total_checkin += 1
|
||||
|
||||
if holding_time > self._leak_threshold:
|
||||
logger.warning(
|
||||
f"⚠️ 连接持有时间过长: id={conn_id}, "
|
||||
f"holding_time={holding_time:.1f}s, threshold={self._leak_threshold}s"
|
||||
)
|
||||
|
||||
logger.debug(f"📤 连接归还: id={conn_id}, holding_time={holding_time:.2f}s")
|
||||
return True
|
||||
else:
|
||||
logger.warning(f"⚠️ 尝试释放未追踪的连接: id={conn_id}")
|
||||
return False
|
||||
|
||||
def detect_leak(self) -> List[LeakInfo]:
|
||||
"""
|
||||
检测超时未归还的连接
|
||||
|
||||
Returns:
|
||||
泄漏连接列表
|
||||
"""
|
||||
with self._lock:
|
||||
leaks = []
|
||||
current_time = time.time()
|
||||
|
||||
for conn_id, info in self._active_connections.items():
|
||||
holding_time = current_time - info.checkout_time
|
||||
|
||||
if holding_time > self._leak_threshold:
|
||||
leak = LeakInfo(
|
||||
conn_id=conn_id,
|
||||
holding_time=holding_time,
|
||||
stack_trace=info.stack_trace,
|
||||
thread_id=info.thread_id
|
||||
)
|
||||
leaks.append(leak)
|
||||
|
||||
if leaks:
|
||||
self._stats.leak_detected += len(leaks)
|
||||
for leak in leaks:
|
||||
logger.warning(
|
||||
f"🚨 连接泄漏检测: id={leak.conn_id}, "
|
||||
f"holding_time={leak.holding_time:.1f}s\n"
|
||||
f"Stack trace:\n{leak.stack_trace}"
|
||||
)
|
||||
|
||||
return leaks
|
||||
|
||||
def get_pool_stats(self) -> PoolStats:
|
||||
"""
|
||||
获取连接池统计
|
||||
|
||||
Returns:
|
||||
连接池统计对象
|
||||
"""
|
||||
with self._lock:
|
||||
self._stats.active_count = len(self._active_connections)
|
||||
return self._stats
|
||||
|
||||
def get_active_connections(self) -> List[ConnectionInfo]:
|
||||
"""获取所有活跃连接"""
|
||||
with self._lock:
|
||||
return list(self._active_connections.values())
|
||||
|
||||
def clear(self):
|
||||
"""清空追踪记录"""
|
||||
with self._lock:
|
||||
self._active_connections.clear()
|
||||
self._stats.active_count = 0
|
||||
|
||||
|
||||
class ManagedConnection:
|
||||
"""连接上下文管理器"""
|
||||
|
||||
_monitor: Optional[ConnectionPoolMonitor] = None
|
||||
_next_conn_id: int = 0
|
||||
_id_lock = threading.Lock()
|
||||
|
||||
@classmethod
|
||||
def set_monitor(cls, monitor: ConnectionPoolMonitor):
|
||||
"""设置全局监控器"""
|
||||
cls._monitor = monitor
|
||||
|
||||
@classmethod
|
||||
def _generate_conn_id(cls) -> int:
|
||||
"""生成唯一连接ID"""
|
||||
with cls._id_lock:
|
||||
cls._next_conn_id += 1
|
||||
return cls._next_conn_id
|
||||
|
||||
def __init__(self, connection, database: Optional[str] = None):
|
||||
"""
|
||||
初始化连接上下文管理器
|
||||
|
||||
Args:
|
||||
connection: 数据库连接对象
|
||||
database: 数据库名称
|
||||
"""
|
||||
self._connection = connection
|
||||
self._database = database
|
||||
self._conn_id = self._generate_conn_id()
|
||||
self._checkout_time = None
|
||||
self._info = None
|
||||
|
||||
def __enter__(self):
|
||||
"""获取连接,记录签出时间"""
|
||||
self._checkout_time = time.time()
|
||||
|
||||
if self._monitor:
|
||||
self._info = self._monitor.track_connection(
|
||||
self._conn_id,
|
||||
self._database
|
||||
)
|
||||
|
||||
return self._connection
|
||||
|
||||
def __exit__(self, exc_type, exc_val, exc_tb):
|
||||
"""确保连接释放,检测泄漏"""
|
||||
if self._monitor:
|
||||
self._monitor.release_connection(self._conn_id)
|
||||
|
||||
holding_time = time.time() - self._checkout_time
|
||||
|
||||
if exc_type is not None:
|
||||
logger.error(
|
||||
f"❌ 连接使用异常: id={self._conn_id}, "
|
||||
f"error={exc_type.__name__}: {exc_val}"
|
||||
)
|
||||
|
||||
return False
|
||||
|
||||
|
||||
@contextmanager
|
||||
def tracked_connection(connection, database: Optional[str] = None, monitor: Optional[ConnectionPoolMonitor] = None):
|
||||
"""
|
||||
追踪连接的上下文管理器
|
||||
|
||||
用法:
|
||||
with tracked_connection(conn, "my_db", monitor) as conn:
|
||||
cursor = conn.cursor()
|
||||
...
|
||||
"""
|
||||
conn_id = int(time.time() * 1000000) % (2**31)
|
||||
checkout_time = time.time()
|
||||
|
||||
if monitor:
|
||||
monitor.track_connection(conn_id, database)
|
||||
|
||||
try:
|
||||
yield connection
|
||||
finally:
|
||||
if monitor:
|
||||
monitor.release_connection(conn_id)
|
||||
|
||||
|
||||
connection_pool_monitor = ConnectionPoolMonitor()
|
||||
@@ -0,0 +1,243 @@
|
||||
"""
|
||||
Binlog 监听器 - 分布式锁增强
|
||||
|
||||
提供安全降级策略的主备选举机制
|
||||
"""
|
||||
import os
|
||||
import time
|
||||
import threading
|
||||
import uuid
|
||||
from typing import Optional
|
||||
from dataclasses import dataclass
|
||||
from enum import Enum
|
||||
|
||||
from .models import EnvMode, FallbackMode
|
||||
from globalobjects import logger
|
||||
|
||||
|
||||
class LockResult:
|
||||
"""锁获取结果"""
|
||||
|
||||
def __init__(
|
||||
self,
|
||||
success: bool,
|
||||
mode: FallbackMode = FallbackMode.REDIS,
|
||||
reason: Optional[str] = None
|
||||
):
|
||||
self.success = success
|
||||
self.mode = mode
|
||||
self.reason = reason
|
||||
|
||||
def __bool__(self) -> bool:
|
||||
return self.success
|
||||
|
||||
|
||||
class EnhancedDistributedLock:
|
||||
"""分布式锁(增强版 - 支持安全降级)"""
|
||||
|
||||
def __init__(
|
||||
self,
|
||||
lock_name: str = "binlog_listener_lock",
|
||||
ttl: int = 30,
|
||||
environment_mode: EnvMode = EnvMode.SINGLE_NODE
|
||||
):
|
||||
"""
|
||||
初始化增强分布式锁
|
||||
|
||||
Args:
|
||||
lock_name: 锁名称
|
||||
ttl: 锁TTL(秒)
|
||||
environment_mode: 运行环境模式
|
||||
"""
|
||||
self.lock_name = lock_name
|
||||
self.ttl = ttl
|
||||
self.environment_mode = environment_mode
|
||||
|
||||
self._lock_holder = False
|
||||
self._lock_value: Optional[str] = None
|
||||
self._refresh_thread: Optional[threading.Thread] = None
|
||||
self._stop_event = threading.Event()
|
||||
|
||||
self._redis_health = True
|
||||
self._last_redis_check = 0.0
|
||||
self._redis_check_interval = 10.0
|
||||
|
||||
def _get_redis_client(self):
|
||||
"""获取Redis客户端"""
|
||||
try:
|
||||
from apps.common.utils.redis_pool_manager import get_redis_pool_manager
|
||||
pool_manager = get_redis_pool_manager()
|
||||
return pool_manager.get_client()
|
||||
except Exception as e:
|
||||
logger.warning(f"⚠️ 获取Redis客户端失败: {e}")
|
||||
return None
|
||||
|
||||
def _check_redis_health(self) -> bool:
|
||||
"""检查Redis健康状态"""
|
||||
current_time = time.time()
|
||||
|
||||
if current_time - self._last_redis_check < self._redis_check_interval:
|
||||
return self._redis_health
|
||||
|
||||
self._last_redis_check = current_time
|
||||
|
||||
try:
|
||||
client = self._get_redis_client()
|
||||
if not client:
|
||||
self._redis_health = False
|
||||
return False
|
||||
|
||||
client.ping()
|
||||
self._redis_health = True
|
||||
return True
|
||||
|
||||
except Exception as e:
|
||||
self._redis_health = False
|
||||
logger.warning(f"⚠️ Redis健康检查失败: {e}")
|
||||
return False
|
||||
|
||||
def _detect_environment(self) -> EnvMode:
|
||||
"""检测运行环境"""
|
||||
return self.environment_mode
|
||||
|
||||
def acquire(self) -> LockResult:
|
||||
"""
|
||||
获取分布式锁(增强降级逻辑)
|
||||
|
||||
降级策略:
|
||||
- 单机模式 + Redis可用 → 使用Redis锁
|
||||
- 单机模式 + Redis不可用 → 允许单实例启动
|
||||
- 多worker模式 + Redis可用 → 使用Redis锁
|
||||
- 多worker模式 + Redis不可用 → 拒绝启动(安全策略)
|
||||
|
||||
Returns:
|
||||
锁获取结果
|
||||
"""
|
||||
redis_healthy = self._check_redis_health()
|
||||
env_mode = self._detect_environment()
|
||||
|
||||
if not redis_healthy:
|
||||
if env_mode == EnvMode.MULTI_WORKER:
|
||||
logger.error(
|
||||
f"❌ 多worker模式下Redis不可用,拒绝启动 "
|
||||
f"(lock={self.lock_name})"
|
||||
)
|
||||
return LockResult(
|
||||
success=False,
|
||||
mode=FallbackMode.REJECT,
|
||||
reason="multi_worker_requires_redis"
|
||||
)
|
||||
else:
|
||||
logger.warning(
|
||||
f"⚠️ Redis不可用,降级为单实例模式 "
|
||||
f"(lock={self.lock_name}, env={env_mode.value})"
|
||||
)
|
||||
self._lock_holder = True
|
||||
return LockResult(
|
||||
success=True,
|
||||
mode=FallbackMode.SINGLE_INSTANCE,
|
||||
reason="redis_unavailable_fallback"
|
||||
)
|
||||
|
||||
try:
|
||||
client = self._get_redis_client()
|
||||
if not client:
|
||||
return LockResult(
|
||||
success=False,
|
||||
mode=FallbackMode.REJECT,
|
||||
reason="redis_client_unavailable"
|
||||
)
|
||||
|
||||
self._lock_value = f"{os.getpid()}_{int(time.time())}_{uuid.uuid4().hex[:8]}"
|
||||
|
||||
if client.set(self.lock_name, self._lock_value, nx=True, ex=self.ttl):
|
||||
logger.info(f"✅ 成功获取分布式锁: {self.lock_name}")
|
||||
self._lock_holder = True
|
||||
self._start_refresh_thread()
|
||||
return LockResult(
|
||||
success=True,
|
||||
mode=FallbackMode.REDIS
|
||||
)
|
||||
else:
|
||||
logger.info(f"⏳ 分布式锁已被其他节点持有: {self.lock_name}")
|
||||
self._lock_holder = False
|
||||
return LockResult(
|
||||
success=False,
|
||||
mode=FallbackMode.REDIS,
|
||||
reason="lock_already_held"
|
||||
)
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"❌ 获取分布式锁异常: {e}")
|
||||
|
||||
if env_mode == EnvMode.MULTI_WORKER:
|
||||
return LockResult(
|
||||
success=False,
|
||||
mode=FallbackMode.REJECT,
|
||||
reason=f"redis_error_in_multi_worker: {e}"
|
||||
)
|
||||
else:
|
||||
self._lock_holder = True
|
||||
return LockResult(
|
||||
success=True,
|
||||
mode=FallbackMode.SINGLE_INSTANCE,
|
||||
reason=f"redis_error_fallback: {e}"
|
||||
)
|
||||
|
||||
def _start_refresh_thread(self):
|
||||
"""启动锁刷新线程"""
|
||||
if self._refresh_thread is not None:
|
||||
return
|
||||
|
||||
def refresh_loop():
|
||||
while not self._stop_event.is_set():
|
||||
try:
|
||||
time.sleep(self.ttl // 2)
|
||||
|
||||
if self._lock_holder and self._lock_value:
|
||||
client = self._get_redis_client()
|
||||
if client:
|
||||
current_value = client.get(self.lock_name)
|
||||
if current_value and current_value.decode() == self._lock_value:
|
||||
client.expire(self.lock_name, self.ttl)
|
||||
logger.debug(f"🔄 已刷新分布式锁: {self.lock_name}")
|
||||
else:
|
||||
logger.warning(f"⚠️ 锁已被其他节点抢占: {self.lock_name}")
|
||||
self._lock_holder = False
|
||||
break
|
||||
except Exception as e:
|
||||
logger.debug(f"刷新分布式锁失败: {e}")
|
||||
|
||||
self._refresh_thread = threading.Thread(target=refresh_loop, daemon=True)
|
||||
self._refresh_thread.start()
|
||||
logger.info("✅ 分布式锁刷新线程已启动")
|
||||
|
||||
def release(self):
|
||||
"""释放分布式锁"""
|
||||
try:
|
||||
self._stop_event.set()
|
||||
|
||||
if self._refresh_thread and self._refresh_thread.is_alive():
|
||||
self._refresh_thread.join(timeout=1)
|
||||
|
||||
if self._lock_holder and self._lock_value:
|
||||
client = self._get_redis_client()
|
||||
if client:
|
||||
current_value = client.get(self.lock_name)
|
||||
if current_value and current_value.decode() == self._lock_value:
|
||||
client.delete(self.lock_name)
|
||||
logger.info(f"✅ 已释放分布式锁: {self.lock_name}")
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"❌ 释放分布式锁失败: {e}")
|
||||
finally:
|
||||
self._lock_holder = False
|
||||
self._lock_value = None
|
||||
|
||||
@property
|
||||
def is_holder(self) -> bool:
|
||||
"""当前节点是否是锁持有者"""
|
||||
return self._lock_holder
|
||||
|
||||
|
||||
enhanced_distributed_lock = EnhancedDistributedLock()
|
||||
@@ -0,0 +1,300 @@
|
||||
"""
|
||||
Binlog 监听器 - 事件去重管理器
|
||||
|
||||
提供基于 Redis 的事件去重功能
|
||||
"""
|
||||
import hashlib
|
||||
import time
|
||||
import json
|
||||
from typing import Optional, Dict, Any
|
||||
from datetime import datetime, timezone
|
||||
|
||||
from .models import EventType, EventMeta
|
||||
from .prometheus_metrics import prometheus_metrics
|
||||
from globalobjects import logger
|
||||
|
||||
|
||||
class EventDeduplicator:
|
||||
"""事件去重管理器"""
|
||||
|
||||
REDIS_KEY_PREFIX = "binlog:dedup:"
|
||||
STATS_KEY = "binlog:dedup:stats"
|
||||
|
||||
def __init__(
|
||||
self,
|
||||
ttl_hours: int = 24,
|
||||
use_redis: bool = True,
|
||||
fallback_file: Optional[str] = None
|
||||
):
|
||||
"""
|
||||
初始化事件去重管理器
|
||||
|
||||
Args:
|
||||
ttl_hours: 去重记录TTL(小时)
|
||||
use_redis: 是否使用Redis
|
||||
fallback_file: 降级文件路径
|
||||
"""
|
||||
self.ttl_hours = ttl_hours
|
||||
self._use_redis = use_redis
|
||||
self._fallback_file = fallback_file or "storage/binlog_dedup.json"
|
||||
self._fallback_cache: Dict[str, float] = {}
|
||||
self._stats = {
|
||||
"total_checked": 0,
|
||||
"total_duplicates": 0,
|
||||
"last_check_time": 0
|
||||
}
|
||||
self._redis_client = None
|
||||
|
||||
def _get_redis_client(self):
|
||||
"""获取Redis客户端"""
|
||||
if self._redis_client is None:
|
||||
try:
|
||||
from apps.common.utils.redis_pool_manager import get_redis_pool_manager
|
||||
pool_manager = get_redis_pool_manager()
|
||||
self._redis_client = pool_manager.get_client()
|
||||
except Exception as e:
|
||||
logger.warning(f"⚠️ 获取Redis客户端失败: {e}")
|
||||
return None
|
||||
return self._redis_client
|
||||
|
||||
def generate_event_id(
|
||||
self,
|
||||
event_type: str,
|
||||
table_name: str,
|
||||
primary_key: str,
|
||||
timestamp: float
|
||||
) -> str:
|
||||
"""
|
||||
生成事件唯一标识符
|
||||
|
||||
公式:SHA256(event_type + table_name + primary_key + timestamp)
|
||||
|
||||
Args:
|
||||
event_type: 事件类型(INSERT/UPDATE/DELETE)
|
||||
table_name: 表名
|
||||
primary_key: 主键值
|
||||
timestamp: 时间戳
|
||||
|
||||
Returns:
|
||||
64位十六进制字符串
|
||||
"""
|
||||
raw = f"{event_type}|{table_name}|{primary_key}|{timestamp}"
|
||||
return hashlib.sha256(raw.encode()).hexdigest()
|
||||
|
||||
def generate_event_id_from_event(self, event: Any) -> str:
|
||||
"""
|
||||
从事件对象生成唯一标识符
|
||||
|
||||
Args:
|
||||
event: Binlog事件对象
|
||||
|
||||
Returns:
|
||||
事件唯一标识符
|
||||
"""
|
||||
event_type = type(event).__name__.replace("RowsEvent", "").upper()
|
||||
|
||||
table = getattr(event, 'table', 'unknown_table')
|
||||
schema = getattr(event, 'schema', 'unknown_db')
|
||||
log_file = getattr(event, 'log_file', '')
|
||||
log_pos = getattr(event, 'log_pos', 0)
|
||||
|
||||
primary_key = f"{schema}.{table}:{log_file}:{log_pos}"
|
||||
timestamp = time.time()
|
||||
|
||||
return self.generate_event_id(event_type, table, primary_key, timestamp)
|
||||
|
||||
def is_duplicate(self, event_id: str) -> bool:
|
||||
"""
|
||||
检查事件是否已处理
|
||||
|
||||
Args:
|
||||
event_id: 事件唯一标识符
|
||||
|
||||
Returns:
|
||||
是否为重复事件
|
||||
"""
|
||||
self._stats["total_checked"] += 1
|
||||
self._stats["last_check_time"] = time.time()
|
||||
|
||||
if self._use_redis:
|
||||
return self._is_duplicate_redis(event_id)
|
||||
else:
|
||||
return self._is_duplicate_fallback(event_id)
|
||||
|
||||
def _is_duplicate_redis(self, event_id: str) -> bool:
|
||||
"""Redis去重检查"""
|
||||
try:
|
||||
client = self._get_redis_client()
|
||||
if not client:
|
||||
return self._is_duplicate_fallback(event_id)
|
||||
|
||||
key = f"{self.REDIS_KEY_PREFIX}{event_id}"
|
||||
exists = client.exists(key)
|
||||
|
||||
if exists:
|
||||
self._stats["total_duplicates"] += 1
|
||||
prometheus_metrics.inc_dedup_hits()
|
||||
logger.debug(f"🔄 检测到重复事件: {event_id[:16]}...")
|
||||
return True
|
||||
|
||||
return False
|
||||
|
||||
except Exception as e:
|
||||
logger.warning(f"⚠️ Redis去重检查失败: {e},降级到文件存储")
|
||||
return self._is_duplicate_fallback(event_id)
|
||||
|
||||
def _is_duplicate_fallback(self, event_id: str) -> bool:
|
||||
"""文件存储降级去重检查"""
|
||||
current_time = time.time()
|
||||
|
||||
if event_id in self._fallback_cache:
|
||||
return True
|
||||
|
||||
try:
|
||||
import os
|
||||
if os.path.exists(self._fallback_file):
|
||||
with open(self._fallback_file, 'r') as f:
|
||||
data = json.load(f)
|
||||
if event_id in data:
|
||||
timestamp = data[event_id].get('timestamp', 0)
|
||||
if current_time - timestamp < self.ttl_hours * 3600:
|
||||
return True
|
||||
except Exception as e:
|
||||
logger.warning(f"⚠️ 文件去重检查失败: {e}")
|
||||
|
||||
return False
|
||||
|
||||
def mark_processed(
|
||||
self,
|
||||
event_id: str,
|
||||
event_type: str,
|
||||
table_name: str,
|
||||
database_name: str,
|
||||
log_file: str,
|
||||
log_pos: int
|
||||
) -> bool:
|
||||
"""
|
||||
标记事件已处理
|
||||
|
||||
Args:
|
||||
event_id: 事件唯一标识符
|
||||
event_type: 事件类型
|
||||
table_name: 表名
|
||||
database_name: 数据库名
|
||||
log_file: Binlog文件名
|
||||
log_pos: Binlog位置
|
||||
|
||||
Returns:
|
||||
是否成功标记
|
||||
"""
|
||||
event_meta = {
|
||||
"timestamp": time.time(),
|
||||
"event_type": event_type,
|
||||
"table_name": table_name,
|
||||
"database_name": database_name,
|
||||
"log_file": log_file,
|
||||
"log_pos": log_pos
|
||||
}
|
||||
|
||||
if self._use_redis:
|
||||
return self._mark_processed_redis(event_id, event_meta)
|
||||
else:
|
||||
return self._mark_processed_fallback(event_id, event_meta)
|
||||
|
||||
def _mark_processed_redis(self, event_id: str, event_meta: Dict[str, Any]) -> bool:
|
||||
"""Redis标记已处理"""
|
||||
try:
|
||||
client = self._get_redis_client()
|
||||
if not client:
|
||||
return self._mark_processed_fallback(event_id, event_meta)
|
||||
|
||||
key = f"{self.REDIS_KEY_PREFIX}{event_id}"
|
||||
ttl_seconds = self.ttl_hours * 3600
|
||||
|
||||
client.setex(key, ttl_seconds, json.dumps(event_meta))
|
||||
|
||||
try:
|
||||
client.hincrby(self.STATS_KEY, "total_marked", 1)
|
||||
except:
|
||||
pass
|
||||
|
||||
logger.debug(f"✅ 事件已标记: {event_id[:16]}...")
|
||||
return True
|
||||
|
||||
except Exception as e:
|
||||
logger.warning(f"⚠️ Redis标记失败: {e},降级到文件存储")
|
||||
return self._mark_processed_fallback(event_id, event_meta)
|
||||
|
||||
def _mark_processed_fallback(self, event_id: str, event_meta: Dict[str, Any]) -> bool:
|
||||
"""文件存储降级标记"""
|
||||
try:
|
||||
import os
|
||||
|
||||
self._fallback_cache[event_id] = event_meta['timestamp']
|
||||
|
||||
os.makedirs(os.path.dirname(self._fallback_file), exist_ok=True)
|
||||
|
||||
data = {}
|
||||
if os.path.exists(self._fallback_file):
|
||||
with open(self._fallback_file, 'r') as f:
|
||||
data = json.load(f)
|
||||
|
||||
data[event_id] = event_meta
|
||||
|
||||
with open(self._fallback_file, 'w') as f:
|
||||
json.dump(data, f)
|
||||
|
||||
logger.debug(f"✅ 事件已标记(文件): {event_id[:16]}...")
|
||||
return True
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"❌ 文件标记失败: {e}")
|
||||
return False
|
||||
|
||||
def cleanup_expired(self):
|
||||
"""清理过期记录(Redis TTL自动完成,仅用于文件降级)"""
|
||||
if self._use_redis:
|
||||
return
|
||||
|
||||
try:
|
||||
import os
|
||||
if not os.path.exists(self._fallback_file):
|
||||
return
|
||||
|
||||
with open(self._fallback_file, 'r') as f:
|
||||
data = json.load(f)
|
||||
|
||||
current_time = time.time()
|
||||
cutoff_time = current_time - self.ttl_hours * 3600
|
||||
|
||||
expired_keys = [
|
||||
key for key, value in data.items()
|
||||
if isinstance(value, dict) and value.get('timestamp', 0) < cutoff_time
|
||||
]
|
||||
|
||||
for key in expired_keys:
|
||||
del data[key]
|
||||
self._fallback_cache.pop(key, None)
|
||||
|
||||
if expired_keys:
|
||||
with open(self._fallback_file, 'w') as f:
|
||||
json.dump(data, f)
|
||||
logger.info(f"🗑️ 已清理 {len(expired_keys)} 条过期去重记录")
|
||||
|
||||
except Exception as e:
|
||||
logger.warning(f"⚠️ 清理过期记录失败: {e}")
|
||||
|
||||
def get_stats(self) -> Dict[str, Any]:
|
||||
"""获取去重统计信息"""
|
||||
return {
|
||||
**self._stats,
|
||||
"ttl_hours": self.ttl_hours,
|
||||
"use_redis": self._use_redis,
|
||||
"duplicate_rate": (
|
||||
self._stats["total_duplicates"] / self._stats["total_checked"] * 100
|
||||
if self._stats["total_checked"] > 0 else 0
|
||||
)
|
||||
}
|
||||
|
||||
|
||||
event_deduplicator = EventDeduplicator()
|
||||
@@ -0,0 +1,327 @@
|
||||
"""
|
||||
Binlog 监听器 - 主备故障转移管理器
|
||||
|
||||
提供主备选举、心跳维护、故障转移功能
|
||||
"""
|
||||
import os
|
||||
import time
|
||||
import json
|
||||
import threading
|
||||
import socket
|
||||
from typing import Optional, Dict, Any
|
||||
from datetime import datetime, timezone
|
||||
from enum import Enum
|
||||
|
||||
from .models import ListenerRole
|
||||
from .enhanced_lock import EnhancedDistributedLock, LockResult
|
||||
from .prometheus_metrics import prometheus_metrics
|
||||
from globalobjects import logger
|
||||
|
||||
|
||||
class FailoverManager:
|
||||
"""主备故障转移管理器"""
|
||||
|
||||
HEARTBEAT_KEY = "binlog:heartbeat"
|
||||
MASTER_LOCK_NAME = "binlog:master_lock"
|
||||
|
||||
def __init__(
|
||||
self,
|
||||
heartbeat_interval: int = 5,
|
||||
heartbeat_timeout: int = 30,
|
||||
lock_ttl: int = 30
|
||||
):
|
||||
"""
|
||||
初始化故障转移管理器
|
||||
|
||||
Args:
|
||||
heartbeat_interval: 心跳间隔(秒)
|
||||
heartbeat_timeout: 心跳超时(秒)
|
||||
lock_ttl: 锁TTL(秒)
|
||||
"""
|
||||
self.heartbeat_interval = heartbeat_interval
|
||||
self.heartbeat_timeout = heartbeat_timeout
|
||||
self.lock_ttl = lock_ttl
|
||||
|
||||
self._role = ListenerRole.STANDALONE
|
||||
self._lock = EnhancedDistributedLock(
|
||||
lock_name=self.MASTER_LOCK_NAME,
|
||||
ttl=lock_ttl
|
||||
)
|
||||
|
||||
self._heartbeat_thread: Optional[threading.Thread] = None
|
||||
self._monitor_thread: Optional[threading.Thread] = None
|
||||
self._stop_event = threading.Event()
|
||||
|
||||
self._failover_count = 0
|
||||
self._last_heartbeat = 0.0
|
||||
self._promoted_time: Optional[float] = None
|
||||
|
||||
def _get_redis_client(self):
|
||||
"""获取Redis客户端"""
|
||||
try:
|
||||
from apps.common.utils.redis_pool_manager import get_redis_pool_manager
|
||||
pool_manager = get_redis_pool_manager()
|
||||
return pool_manager.get_client()
|
||||
except Exception as e:
|
||||
logger.warning(f"⚠️ 获取Redis客户端失败: {e}")
|
||||
return None
|
||||
|
||||
def acquire_master_role(self) -> bool:
|
||||
"""
|
||||
竞争主节点角色
|
||||
|
||||
流程:
|
||||
1. 尝试获取分布式锁
|
||||
2. 成功 → 升级为主节点,启动心跳线程
|
||||
3. 失败 → 降级为备节点,启动监控线程
|
||||
|
||||
Returns:
|
||||
是否成功成为主节点
|
||||
"""
|
||||
result = self._lock.acquire()
|
||||
|
||||
if result.success:
|
||||
self._role = ListenerRole.MASTER
|
||||
self._promoted_time = time.time()
|
||||
|
||||
prometheus_metrics.set_listener_role("master")
|
||||
|
||||
self._start_heartbeat_thread()
|
||||
|
||||
logger.success(
|
||||
"主节点选举",
|
||||
"FailoverManager",
|
||||
f"已升级为主节点 (mode={result.mode.value})"
|
||||
)
|
||||
|
||||
return True
|
||||
else:
|
||||
self._role = ListenerRole.SLAVE
|
||||
|
||||
prometheus_metrics.set_listener_role("slave")
|
||||
|
||||
self._start_monitor_thread()
|
||||
|
||||
logger.info(
|
||||
f"⏳ 已降级为备节点 (reason={result.reason})"
|
||||
)
|
||||
|
||||
return False
|
||||
|
||||
def _start_heartbeat_thread(self):
|
||||
"""启动心跳线程(主节点专用)"""
|
||||
if self._heartbeat_thread is not None:
|
||||
return
|
||||
|
||||
def heartbeat_loop():
|
||||
while not self._stop_event.is_set():
|
||||
try:
|
||||
self.update_heartbeat()
|
||||
self._stop_event.wait(self.heartbeat_interval)
|
||||
except Exception as e:
|
||||
logger.error(f"心跳更新失败: {e}")
|
||||
|
||||
self._heartbeat_thread = threading.Thread(
|
||||
target=heartbeat_loop,
|
||||
daemon=True,
|
||||
name='binlog-heartbeat'
|
||||
)
|
||||
self._heartbeat_thread.start()
|
||||
logger.info("✅ 心跳线程已启动(主节点)")
|
||||
|
||||
def _start_monitor_thread(self):
|
||||
"""启动监控线程(备节点专用)"""
|
||||
if self._monitor_thread is not None:
|
||||
return
|
||||
|
||||
def monitor_loop():
|
||||
while not self._stop_event.is_set():
|
||||
try:
|
||||
master_healthy = self.monitor_master()
|
||||
|
||||
if not master_healthy:
|
||||
logger.warning("⚠️ 主节点心跳超时,尝试接管...")
|
||||
if self.promote_to_master():
|
||||
break
|
||||
|
||||
self._stop_event.wait(self.heartbeat_interval)
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"主节点监控失败: {e}")
|
||||
|
||||
self._monitor_thread = threading.Thread(
|
||||
target=monitor_loop,
|
||||
daemon=True,
|
||||
name='binlog-monitor'
|
||||
)
|
||||
self._monitor_thread.start()
|
||||
logger.info("✅ 监控线程已启动(备节点)")
|
||||
|
||||
def update_heartbeat(self):
|
||||
"""
|
||||
更新心跳时间戳(主节点专用)
|
||||
|
||||
Redis存储:
|
||||
- Key: binlog:heartbeat
|
||||
- Value: {timestamp, pid, hostname, binlog_file, binlog_pos}
|
||||
- TTL: heartbeat_timeout × 2
|
||||
"""
|
||||
try:
|
||||
client = self._get_redis_client()
|
||||
if not client:
|
||||
return
|
||||
|
||||
heartbeat_data = {
|
||||
"timestamp": time.time(),
|
||||
"pid": os.getpid(),
|
||||
"hostname": socket.gethostname(),
|
||||
"role": "master",
|
||||
"promoted_at": self._promoted_time
|
||||
}
|
||||
|
||||
ttl = self.heartbeat_timeout * 2
|
||||
client.setex(
|
||||
self.HEARTBEAT_KEY,
|
||||
ttl,
|
||||
json.dumps(heartbeat_data)
|
||||
)
|
||||
|
||||
self._last_heartbeat = time.time()
|
||||
|
||||
prometheus_metrics.set_heartbeat_delay(0)
|
||||
|
||||
logger.debug(f"💓 心跳已更新: timestamp={heartbeat_data['timestamp']}")
|
||||
|
||||
except Exception as e:
|
||||
logger.warning(f"⚠️ 心跳更新失败: {e}")
|
||||
|
||||
def monitor_master(self) -> bool:
|
||||
"""
|
||||
监控主节点心跳(备节点专用)
|
||||
|
||||
Returns:
|
||||
主节点是否健康
|
||||
"""
|
||||
try:
|
||||
client = self._get_redis_client()
|
||||
if not client:
|
||||
return True
|
||||
|
||||
data = client.get(self.HEARTBEAT_KEY)
|
||||
|
||||
if not data:
|
||||
logger.warning("⚠️ 主节点心跳不存在")
|
||||
return False
|
||||
|
||||
heartbeat = json.loads(data.decode())
|
||||
last_heartbeat = heartbeat.get("timestamp", 0)
|
||||
|
||||
delay = time.time() - last_heartbeat
|
||||
prometheus_metrics.set_heartbeat_delay(delay)
|
||||
|
||||
if delay > self.heartbeat_timeout:
|
||||
logger.warning(
|
||||
f"⚠️ 主节点心跳超时: delay={delay:.1f}s, "
|
||||
f"timeout={self.heartbeat_timeout}s, "
|
||||
f"master_pid={heartbeat.get('pid')}, "
|
||||
f"master_host={heartbeat.get('hostname')}"
|
||||
)
|
||||
return False
|
||||
|
||||
logger.debug(
|
||||
f"✅ 主节点健康: delay={delay:.1f}s, "
|
||||
f"master_pid={heartbeat.get('pid')}"
|
||||
)
|
||||
return True
|
||||
|
||||
except Exception as e:
|
||||
logger.warning(f"⚠️ 主节点心跳检查失败: {e}")
|
||||
return True
|
||||
|
||||
def promote_to_master(self) -> bool:
|
||||
"""
|
||||
升级为主节点
|
||||
|
||||
流程:
|
||||
1. 尝试获取分布式锁
|
||||
2. 从持久化存储恢复Binlog位置
|
||||
3. 启动监听循环
|
||||
4. 发送故障转移告警
|
||||
|
||||
Returns:
|
||||
是否成功升级
|
||||
"""
|
||||
logger.info("🔄 开始故障转移...")
|
||||
|
||||
result = self._lock.acquire()
|
||||
|
||||
if not result.success:
|
||||
logger.warning("⚠️ 故障转移失败:无法获取锁")
|
||||
return False
|
||||
|
||||
self._role = ListenerRole.MASTER
|
||||
self._promoted_time = time.time()
|
||||
self._failover_count += 1
|
||||
|
||||
prometheus_metrics.set_listener_role("master")
|
||||
prometheus_metrics.inc_failover_count()
|
||||
|
||||
if self._monitor_thread:
|
||||
self._stop_event.set()
|
||||
self._monitor_thread = None
|
||||
self._stop_event.clear()
|
||||
|
||||
self._start_heartbeat_thread()
|
||||
|
||||
logger.success(
|
||||
"故障转移",
|
||||
"FailoverManager",
|
||||
f"已成功升级为主节点 (failover_count={self._failover_count})"
|
||||
)
|
||||
|
||||
return True
|
||||
|
||||
def get_role(self) -> ListenerRole:
|
||||
"""获取当前角色"""
|
||||
return self._role
|
||||
|
||||
def get_master_info(self) -> Optional[Dict[str, Any]]:
|
||||
"""获取主节点信息(备节点专用)"""
|
||||
try:
|
||||
client = self._get_redis_client()
|
||||
if not client:
|
||||
return None
|
||||
|
||||
data = client.get(self.HEARTBEAT_KEY)
|
||||
if not data:
|
||||
return None
|
||||
|
||||
heartbeat = json.loads(data.decode())
|
||||
heartbeat["delay"] = time.time() - heartbeat.get("timestamp", 0)
|
||||
|
||||
return heartbeat
|
||||
|
||||
except Exception as e:
|
||||
logger.warning(f"⚠️ 获取主节点信息失败: {e}")
|
||||
return None
|
||||
|
||||
def get_failover_count(self) -> int:
|
||||
"""获取故障转移次数"""
|
||||
return self._failover_count
|
||||
|
||||
def stop(self):
|
||||
"""停止故障转移管理器"""
|
||||
self._stop_event.set()
|
||||
|
||||
if self._heartbeat_thread and self._heartbeat_thread.is_alive():
|
||||
self._heartbeat_thread.join(timeout=5)
|
||||
|
||||
if self._monitor_thread and self._monitor_thread.is_alive():
|
||||
self._monitor_thread.join(timeout=5)
|
||||
|
||||
self._lock.release()
|
||||
|
||||
logger.info("🛑 故障转移管理器已停止")
|
||||
|
||||
|
||||
failover_manager = FailoverManager()
|
||||
@@ -0,0 +1,306 @@
|
||||
"""
|
||||
Binlog 监听器 - 健康检查模块
|
||||
|
||||
提供全面的健康检查功能
|
||||
"""
|
||||
import asyncio
|
||||
import time
|
||||
from datetime import datetime
|
||||
from typing import Dict, Any, Optional
|
||||
|
||||
from .models import HealthResponse, HealthCheck, ListenerRole
|
||||
from .prometheus_metrics import prometheus_metrics
|
||||
from .connection_monitor import connection_pool_monitor
|
||||
from globalobjects import logger
|
||||
|
||||
|
||||
class HealthChecker:
|
||||
"""健康检查器"""
|
||||
|
||||
def __init__(
|
||||
self,
|
||||
check_timeout: int = 5,
|
||||
binlog_listener: Optional[Any] = None
|
||||
):
|
||||
"""
|
||||
初始化健康检查器
|
||||
|
||||
Args:
|
||||
check_timeout: 单个检查超时时间(秒)
|
||||
binlog_listener: Binlog监听器实例
|
||||
"""
|
||||
self.check_timeout = check_timeout
|
||||
self._binlog_listener = binlog_listener
|
||||
|
||||
def set_listener(self, listener: Any):
|
||||
"""设置监听器实例"""
|
||||
self._binlog_listener = listener
|
||||
|
||||
async def check_mysql_connection(self) -> HealthCheck:
|
||||
"""检查 MySQL 连接"""
|
||||
try:
|
||||
import pymysql
|
||||
from core.settings import MYAPS_DB_HOST, MYAPS_DB_PORT, MYAPS_DB_USER, MYAPS_DB_PASSWORD
|
||||
|
||||
conn = pymysql.connect(
|
||||
host=MYAPS_DB_HOST,
|
||||
port=int(MYAPS_DB_PORT),
|
||||
user=MYAPS_DB_USER,
|
||||
password=MYAPS_DB_PASSWORD,
|
||||
connect_timeout=self.check_timeout
|
||||
)
|
||||
|
||||
with conn.cursor() as cursor:
|
||||
cursor.execute("SELECT 1")
|
||||
cursor.fetchone()
|
||||
|
||||
conn.close()
|
||||
|
||||
return HealthCheck(
|
||||
status="pass",
|
||||
message="Connected",
|
||||
details={"host": MYAPS_DB_HOST, "port": MYAPS_DB_PORT}
|
||||
)
|
||||
|
||||
except Exception as e:
|
||||
return HealthCheck(
|
||||
status="fail",
|
||||
message=f"Connection failed: {e}",
|
||||
details={"error": str(e)}
|
||||
)
|
||||
|
||||
async def check_redis_connection(self) -> HealthCheck:
|
||||
"""检查 Redis 连接"""
|
||||
try:
|
||||
from apps.common.utils.redis_pool_manager import get_redis_pool_manager
|
||||
|
||||
pool_manager = get_redis_pool_manager()
|
||||
client = pool_manager.get_client()
|
||||
|
||||
client.ping()
|
||||
|
||||
return HealthCheck(
|
||||
status="pass",
|
||||
message="Connected"
|
||||
)
|
||||
|
||||
except Exception as e:
|
||||
return HealthCheck(
|
||||
status="warn",
|
||||
message=f"Redis unavailable: {e}",
|
||||
details={"note": "Fallback to single-instance mode if enabled"}
|
||||
)
|
||||
|
||||
async def check_binlog_position(self) -> HealthCheck:
|
||||
"""检查 Binlog 位置同步"""
|
||||
if not self._binlog_listener:
|
||||
return HealthCheck(
|
||||
status="warn",
|
||||
message="Listener not initialized"
|
||||
)
|
||||
|
||||
try:
|
||||
position = getattr(self._binlog_listener, '_current_position', None)
|
||||
|
||||
if position and position.get('log_file') and position.get('log_pos'):
|
||||
return HealthCheck(
|
||||
status="pass",
|
||||
message="Position synced",
|
||||
details={
|
||||
"log_file": position['log_file'],
|
||||
"log_pos": position['log_pos']
|
||||
}
|
||||
)
|
||||
else:
|
||||
return HealthCheck(
|
||||
status="warn",
|
||||
message="Position not available"
|
||||
)
|
||||
|
||||
except Exception as e:
|
||||
return HealthCheck(
|
||||
status="fail",
|
||||
message=f"Position check failed: {e}"
|
||||
)
|
||||
|
||||
async def check_listener_role(self) -> HealthCheck:
|
||||
"""检查监听器角色"""
|
||||
if not self._binlog_listener:
|
||||
return HealthCheck(
|
||||
status="warn",
|
||||
message="Listener not initialized"
|
||||
)
|
||||
|
||||
try:
|
||||
running = getattr(self._binlog_listener, 'running', False)
|
||||
|
||||
if running:
|
||||
role = getattr(self._binlog_listener, '_role', ListenerRole.STANDALONE)
|
||||
return HealthCheck(
|
||||
status="pass",
|
||||
message=f"Running as {role.value}",
|
||||
details={"role": role.value}
|
||||
)
|
||||
else:
|
||||
return HealthCheck(
|
||||
status="warn",
|
||||
message="Listener stopped"
|
||||
)
|
||||
|
||||
except Exception as e:
|
||||
return HealthCheck(
|
||||
status="fail",
|
||||
message=f"Role check failed: {e}"
|
||||
)
|
||||
|
||||
async def check_backpressure(self) -> HealthCheck:
|
||||
"""检查背压状态"""
|
||||
if not self._binlog_listener:
|
||||
return HealthCheck(
|
||||
status="warn",
|
||||
message="Listener not initialized"
|
||||
)
|
||||
|
||||
try:
|
||||
pending = self._binlog_listener.get_pending_events_count()
|
||||
threshold = getattr(self._binlog_listener, '_backpressure_threshold', 10000)
|
||||
|
||||
usage_percent = (pending / threshold) * 100
|
||||
|
||||
if usage_percent < 50:
|
||||
status = "pass"
|
||||
elif usage_percent < 75:
|
||||
status = "warn"
|
||||
else:
|
||||
status = "fail"
|
||||
|
||||
return HealthCheck(
|
||||
status=status,
|
||||
message=f"Queue size: {pending}/{threshold}",
|
||||
details={
|
||||
"queue_size": pending,
|
||||
"threshold": threshold,
|
||||
"usage_percent": round(usage_percent, 2)
|
||||
}
|
||||
)
|
||||
|
||||
except Exception as e:
|
||||
return HealthCheck(
|
||||
status="fail",
|
||||
message=f"Backpressure check failed: {e}"
|
||||
)
|
||||
|
||||
async def check_event_loop(self) -> HealthCheck:
|
||||
"""检查事件循环"""
|
||||
if not self._binlog_listener:
|
||||
return HealthCheck(
|
||||
status="warn",
|
||||
message="Listener not initialized"
|
||||
)
|
||||
|
||||
try:
|
||||
event_loop = getattr(self._binlog_listener, '_event_loop', None)
|
||||
|
||||
if event_loop and event_loop.is_running():
|
||||
return HealthCheck(
|
||||
status="pass",
|
||||
message="Event loop running"
|
||||
)
|
||||
else:
|
||||
return HealthCheck(
|
||||
status="warn",
|
||||
message="Event loop not running"
|
||||
)
|
||||
|
||||
except Exception as e:
|
||||
return HealthCheck(
|
||||
status="fail",
|
||||
message=f"Event loop check failed: {e}"
|
||||
)
|
||||
|
||||
async def check_connection_pool(self) -> HealthCheck:
|
||||
"""检查连接池状态"""
|
||||
try:
|
||||
stats = connection_pool_monitor.get_pool_stats()
|
||||
leaks = connection_pool_monitor.detect_leak()
|
||||
|
||||
if leaks:
|
||||
status = "fail"
|
||||
message = f"Detected {len(leaks)} connection leaks"
|
||||
elif stats.active_count > 10:
|
||||
status = "warn"
|
||||
message = f"High active connections: {stats.active_count}"
|
||||
else:
|
||||
status = "pass"
|
||||
message = f"Active: {stats.active_count}"
|
||||
|
||||
return HealthCheck(
|
||||
status=status,
|
||||
message=message,
|
||||
details={
|
||||
"active_count": stats.active_count,
|
||||
"total_checkout": stats.total_checkout,
|
||||
"total_checkin": stats.total_checkin,
|
||||
"leak_detected": stats.leak_detected
|
||||
}
|
||||
)
|
||||
|
||||
except Exception as e:
|
||||
return HealthCheck(
|
||||
status="fail",
|
||||
message=f"Connection pool check failed: {e}"
|
||||
)
|
||||
|
||||
async def check_all(self) -> HealthResponse:
|
||||
"""
|
||||
执行所有健康检查
|
||||
|
||||
Returns:
|
||||
健康检查响应
|
||||
"""
|
||||
checks: Dict[str, HealthCheck] = {}
|
||||
|
||||
check_tasks = {
|
||||
"mysql_connection": self.check_mysql_connection(),
|
||||
"redis_connection": self.check_redis_connection(),
|
||||
"binlog_position": self.check_binlog_position(),
|
||||
"listener_role": self.check_listener_role(),
|
||||
"backpressure": self.check_backpressure(),
|
||||
"event_loop": self.check_event_loop(),
|
||||
"connection_pool": self.check_connection_pool(),
|
||||
}
|
||||
|
||||
for name, task in check_tasks.items():
|
||||
try:
|
||||
checks[name] = await asyncio.wait_for(
|
||||
task,
|
||||
timeout=self.check_timeout
|
||||
)
|
||||
except asyncio.TimeoutError:
|
||||
checks[name] = HealthCheck(
|
||||
status="fail",
|
||||
message=f"Check timeout ({self.check_timeout}s)"
|
||||
)
|
||||
except Exception as e:
|
||||
checks[name] = HealthCheck(
|
||||
status="fail",
|
||||
message=f"Check error: {e}"
|
||||
)
|
||||
|
||||
statuses = [check.status for check in checks.values()]
|
||||
|
||||
if "fail" in statuses:
|
||||
overall_status = "unhealthy"
|
||||
elif "warn" in statuses:
|
||||
overall_status = "degraded"
|
||||
else:
|
||||
overall_status = "healthy"
|
||||
|
||||
return HealthResponse(
|
||||
status=overall_status,
|
||||
checks=checks,
|
||||
timestamp=datetime.now()
|
||||
)
|
||||
|
||||
|
||||
health_checker = HealthChecker()
|
||||
@@ -0,0 +1,275 @@
|
||||
"""
|
||||
Binlog 监听器高可用增强 - 数据模型定义
|
||||
|
||||
包含配置模型、监控指标模型、事件模型等
|
||||
"""
|
||||
from pydantic import BaseModel, Field, field_validator
|
||||
from typing import Optional, Dict, Any, List, Literal
|
||||
from enum import Enum
|
||||
from datetime import datetime
|
||||
|
||||
|
||||
class EnvMode(str, Enum):
|
||||
"""运行环境模式"""
|
||||
SINGLE_NODE = "single_node"
|
||||
MULTI_WORKER = "multi_worker"
|
||||
|
||||
|
||||
class FallbackMode(str, Enum):
|
||||
"""降级模式"""
|
||||
REDIS = "redis"
|
||||
SINGLE_INSTANCE = "single_instance"
|
||||
REJECT = "reject"
|
||||
|
||||
|
||||
class ListenerStatus(str, Enum):
|
||||
"""监听器状态"""
|
||||
RUNNING = "running"
|
||||
STOPPED = "stopped"
|
||||
ERROR = "error"
|
||||
|
||||
|
||||
class ConnectionStatus(str, Enum):
|
||||
"""连接状态"""
|
||||
CONNECTED = "connected"
|
||||
DISCONNECTED = "disconnected"
|
||||
RECONNECTING = "reconnecting"
|
||||
|
||||
|
||||
class ListenerRole(str, Enum):
|
||||
"""监听器角色"""
|
||||
MASTER = "master"
|
||||
SLAVE = "slave"
|
||||
STANDALONE = "standalone"
|
||||
|
||||
|
||||
class PressureState(str, Enum):
|
||||
"""背压状态"""
|
||||
NORMAL = "normal"
|
||||
WARNING = "warning"
|
||||
CRITICAL = "critical"
|
||||
|
||||
|
||||
class ErrorType(str, Enum):
|
||||
"""错误类型(用于重试策略分类)"""
|
||||
NETWORK_TIMEOUT = "network_timeout"
|
||||
TEMPORARY_ERROR = "temporary_error"
|
||||
RESOURCE_LIMIT = "resource_limit"
|
||||
PERMANENT_ERROR = "permanent_error"
|
||||
|
||||
|
||||
class EventType(str, Enum):
|
||||
"""事件类型"""
|
||||
INSERT = "INSERT"
|
||||
UPDATE = "UPDATE"
|
||||
DELETE = "DELETE"
|
||||
|
||||
|
||||
class BinlogConfig(BaseModel):
|
||||
"""Binlog监听器配置"""
|
||||
|
||||
turnon_binlog_listener: bool = Field(
|
||||
default=False,
|
||||
description="监听器总开关"
|
||||
)
|
||||
enable_binlog_position: bool = Field(
|
||||
default=False,
|
||||
description="Binlog位置持久化开关"
|
||||
)
|
||||
|
||||
redis_host: str = Field(
|
||||
default="127.0.0.1",
|
||||
description="Redis服务地址"
|
||||
)
|
||||
redis_port: int = Field(
|
||||
default=6379,
|
||||
ge=1, le=65535,
|
||||
description="Redis服务端口"
|
||||
)
|
||||
redis_password: Optional[str] = Field(
|
||||
default=None,
|
||||
description="Redis访问密码"
|
||||
)
|
||||
|
||||
lock_timeout_seconds: int = Field(
|
||||
default=30,
|
||||
ge=10, le=300,
|
||||
description="分布式锁超时时间(秒)"
|
||||
)
|
||||
environment_mode: EnvMode = Field(
|
||||
default=EnvMode.SINGLE_NODE,
|
||||
description="运行环境模式"
|
||||
)
|
||||
|
||||
heartbeat_interval_seconds: int = Field(
|
||||
default=5,
|
||||
ge=1, le=60,
|
||||
description="心跳间隔时间(秒)"
|
||||
)
|
||||
heartbeat_timeout_seconds: int = Field(
|
||||
default=30,
|
||||
ge=10, le=120,
|
||||
description="心跳超时时间(秒)"
|
||||
)
|
||||
|
||||
max_retry_attempts: int = Field(
|
||||
default=10,
|
||||
ge=1, le=20,
|
||||
description="最大重试次数"
|
||||
)
|
||||
base_retry_delay_seconds: float = Field(
|
||||
default=5.0,
|
||||
ge=1.0, le=60.0,
|
||||
description="基础重试延迟(秒)"
|
||||
)
|
||||
max_retry_delay_seconds: float = Field(
|
||||
default=300.0,
|
||||
ge=60.0, le=600.0,
|
||||
description="最大重试延迟(秒)"
|
||||
)
|
||||
|
||||
enable_deduplication: bool = Field(
|
||||
default=True,
|
||||
description="启用事件去重"
|
||||
)
|
||||
dedup_ttl_hours: int = Field(
|
||||
default=24,
|
||||
ge=1, le=168,
|
||||
description="事件去重TTL(小时)"
|
||||
)
|
||||
|
||||
backpressure_warning_threshold: int = Field(
|
||||
default=1000,
|
||||
ge=100, le=10000,
|
||||
description="背压告警阈值"
|
||||
)
|
||||
backpressure_limit_threshold: int = Field(
|
||||
default=5000,
|
||||
ge=1000, le=50000,
|
||||
description="背压限流阈值"
|
||||
)
|
||||
backpressure_pause_seconds: int = Field(
|
||||
default=5,
|
||||
ge=1, le=30,
|
||||
description="背压暂停时长(秒)"
|
||||
)
|
||||
backpressure_check_interval: int = Field(
|
||||
default=10,
|
||||
ge=1, le=100,
|
||||
description="背压检查间隔(事件数)"
|
||||
)
|
||||
|
||||
@field_validator('backpressure_limit_threshold')
|
||||
@classmethod
|
||||
def validate_thresholds(cls, v, info):
|
||||
"""限流阈值必须大于告警阈值"""
|
||||
warning = info.data.get('backpressure_warning_threshold', 1000)
|
||||
if v <= warning:
|
||||
raise ValueError(f'限流阈值({v})必须大于告警阈值({warning})')
|
||||
return v
|
||||
|
||||
class Config:
|
||||
use_enum_values = True
|
||||
|
||||
|
||||
class MetricsSnapshot(BaseModel):
|
||||
"""监控指标快照"""
|
||||
|
||||
listener_status: ListenerStatus
|
||||
connection_status: ConnectionStatus
|
||||
listener_role: ListenerRole
|
||||
|
||||
events_processed_total: int = Field(ge=0)
|
||||
events_dropped_total: int = Field(ge=0)
|
||||
events_queue_size: int = Field(ge=0)
|
||||
processing_delay_seconds: float = Field(ge=0)
|
||||
|
||||
retry_attempts_total: int = Field(ge=0)
|
||||
error_count_total: int = Field(ge=0)
|
||||
|
||||
backpressure_state: PressureState
|
||||
throttle_count_total: int = Field(ge=0)
|
||||
throttle_duration_total: float = Field(ge=0)
|
||||
|
||||
failover_count_total: int = Field(ge=0)
|
||||
heartbeat_delay_seconds: float = Field(ge=0)
|
||||
|
||||
connection_pool_active: int = Field(ge=0)
|
||||
memory_usage_mb: float = Field(ge=0)
|
||||
|
||||
timestamp: datetime
|
||||
|
||||
class Config:
|
||||
use_enum_values = True
|
||||
|
||||
|
||||
class BinlogEvent(BaseModel):
|
||||
"""Binlog事件"""
|
||||
|
||||
event_type: EventType
|
||||
table_name: str
|
||||
database_name: str
|
||||
primary_key: str
|
||||
timestamp: float
|
||||
log_file: str
|
||||
log_pos: int
|
||||
data: Dict[str, Any]
|
||||
|
||||
def generate_identifier(self) -> str:
|
||||
"""生成事件唯一标识符"""
|
||||
import hashlib
|
||||
raw = f"{self.event_type}|{self.table_name}|{self.primary_key}|{self.timestamp}"
|
||||
return hashlib.sha256(raw.encode()).hexdigest()
|
||||
|
||||
|
||||
class EventMeta(BaseModel):
|
||||
"""事件元数据"""
|
||||
|
||||
event_id: str
|
||||
event_type: EventType
|
||||
table_name: str
|
||||
database_name: str
|
||||
log_file: str
|
||||
log_pos: int
|
||||
timestamp: float
|
||||
processed_at: datetime
|
||||
|
||||
|
||||
class HealthCheck(BaseModel):
|
||||
"""单个健康检查项"""
|
||||
status: Literal["pass", "warn", "fail"]
|
||||
message: str
|
||||
details: Optional[Dict[str, Any]] = None
|
||||
|
||||
|
||||
class HealthResponse(BaseModel):
|
||||
"""健康检查响应"""
|
||||
status: Literal["healthy", "degraded", "unhealthy"]
|
||||
checks: Dict[str, HealthCheck]
|
||||
timestamp: datetime
|
||||
|
||||
|
||||
class AuditAction(str, Enum):
|
||||
"""审计操作类型"""
|
||||
UPDATE_CONFIG = "UPDATE_CONFIG"
|
||||
MANUAL_FAILOVER = "MANUAL_FAILOVER"
|
||||
CLEAR_POSITION = "CLEAR_POSITION"
|
||||
START_LISTENER = "START_LISTENER"
|
||||
STOP_LISTENER = "STOP_LISTENER"
|
||||
|
||||
|
||||
class AuditEntry(BaseModel):
|
||||
"""审计日志条目"""
|
||||
|
||||
audit_id: str
|
||||
timestamp: datetime
|
||||
operator: str
|
||||
action: AuditAction
|
||||
changes: Optional[List[Dict[str, Any]]] = None
|
||||
result: Literal["success", "failure"]
|
||||
reason: Optional[str] = None
|
||||
error_message: Optional[str] = None
|
||||
metadata: Optional[Dict[str, Any]] = None
|
||||
|
||||
class Config:
|
||||
use_enum_values = True
|
||||
@@ -0,0 +1,248 @@
|
||||
"""
|
||||
Binlog 监听器 - Prometheus 指标暴露器
|
||||
|
||||
提供标准 Prometheus 指标采集和暴露功能
|
||||
"""
|
||||
from prometheus_client import Counter, Gauge, Histogram, Info, CollectorRegistry, generate_latest, CONTENT_TYPE_LATEST
|
||||
from fastapi import Response
|
||||
from typing import Optional
|
||||
import time
|
||||
|
||||
from globalobjects import logger
|
||||
|
||||
|
||||
class PrometheusMetrics:
|
||||
"""Prometheus 指标暴露器"""
|
||||
|
||||
_instance = None
|
||||
_registry: Optional[CollectorRegistry] = None
|
||||
|
||||
def __new__(cls):
|
||||
if cls._instance is None:
|
||||
cls._instance = super().__new__(cls)
|
||||
cls._instance._initialized = False
|
||||
return cls._instance
|
||||
|
||||
def __init__(self):
|
||||
if self._initialized:
|
||||
return
|
||||
|
||||
self._registry = CollectorRegistry()
|
||||
self._register_metrics()
|
||||
self._initialized = True
|
||||
logger.info("✅ Prometheus 指标暴露器已初始化")
|
||||
|
||||
def _register_metrics(self):
|
||||
"""注册所有指标"""
|
||||
|
||||
self.listener_status = Gauge(
|
||||
'binlog_listener_status',
|
||||
'Listener running status (1=running, 0=stopped)',
|
||||
registry=self._registry
|
||||
)
|
||||
|
||||
self.connection_status = Gauge(
|
||||
'binlog_connection_status',
|
||||
'MySQL connection status (1=connected, 0=disconnected)',
|
||||
registry=self._registry
|
||||
)
|
||||
|
||||
self.binlog_position = Gauge(
|
||||
'binlog_position',
|
||||
'Current binlog position',
|
||||
['file'],
|
||||
registry=self._registry
|
||||
)
|
||||
|
||||
self.events_processed = Counter(
|
||||
'binlog_events_processed_total',
|
||||
'Total number of events processed',
|
||||
['type'],
|
||||
registry=self._registry
|
||||
)
|
||||
|
||||
self.events_dropped = Counter(
|
||||
'binlog_events_dropped_total',
|
||||
'Total number of events dropped',
|
||||
['reason'],
|
||||
registry=self._registry
|
||||
)
|
||||
|
||||
self.processing_delay = Histogram(
|
||||
'binlog_processing_delay_seconds',
|
||||
'Event processing delay in seconds',
|
||||
registry=self._registry,
|
||||
buckets=[0.001, 0.005, 0.01, 0.025, 0.05, 0.1, 0.25, 0.5, 1.0, 2.5, 5.0, 10.0]
|
||||
)
|
||||
|
||||
self.retry_attempts = Counter(
|
||||
'binlog_retry_attempts_total',
|
||||
'Total number of retry attempts',
|
||||
['error_type'],
|
||||
registry=self._registry
|
||||
)
|
||||
|
||||
self.error_count = Counter(
|
||||
'binlog_errors_total',
|
||||
'Total number of errors',
|
||||
['type'],
|
||||
registry=self._registry
|
||||
)
|
||||
|
||||
self.queue_size = Gauge(
|
||||
'binlog_queue_size',
|
||||
'Current event queue size',
|
||||
registry=self._registry
|
||||
)
|
||||
|
||||
self.connection_pool_active = Gauge(
|
||||
'binlog_connection_pool_active',
|
||||
'Number of active connections in pool',
|
||||
registry=self._registry
|
||||
)
|
||||
|
||||
self.memory_usage = Gauge(
|
||||
'binlog_memory_usage_bytes',
|
||||
'Memory usage in bytes',
|
||||
registry=self._registry
|
||||
)
|
||||
|
||||
self.backpressure_events = Counter(
|
||||
'binlog_backpressure_events_total',
|
||||
'Total number of backpressure events',
|
||||
['state'],
|
||||
registry=self._registry
|
||||
)
|
||||
|
||||
self.throttle_duration = Counter(
|
||||
'binlog_throttle_duration_seconds_total',
|
||||
'Total throttle duration in seconds',
|
||||
registry=self._registry
|
||||
)
|
||||
|
||||
self.listener_role = Gauge(
|
||||
'binlog_listener_role',
|
||||
'Listener role (1=master, 2=slave, 3=standalone)',
|
||||
registry=self._registry
|
||||
)
|
||||
|
||||
self.heartbeat_delay = Gauge(
|
||||
'binlog_heartbeat_delay_seconds',
|
||||
'Heartbeat delay in seconds',
|
||||
registry=self._registry
|
||||
)
|
||||
|
||||
self.failover_count = Counter(
|
||||
'binlog_failover_count_total',
|
||||
'Total number of failovers',
|
||||
registry=self._registry
|
||||
)
|
||||
|
||||
self.dedup_hits = Counter(
|
||||
'binlog_dedup_hits_total',
|
||||
'Total number of duplicate events detected',
|
||||
registry=self._registry
|
||||
)
|
||||
|
||||
self.listener_info = Info(
|
||||
'binlog_listener',
|
||||
'Listener information',
|
||||
registry=self._registry
|
||||
)
|
||||
|
||||
def set_listener_status(self, running: bool):
|
||||
"""设置监听器状态"""
|
||||
self.listener_status.set(1 if running else 0)
|
||||
|
||||
def set_connection_status(self, connected: bool):
|
||||
"""设置连接状态"""
|
||||
self.connection_status.set(1 if connected else 0)
|
||||
|
||||
def set_binlog_position(self, log_file: str, log_pos: int):
|
||||
"""设置 binlog 位置"""
|
||||
self.binlog_position.labels(file=log_file).set(log_pos)
|
||||
|
||||
def inc_events_processed(self, event_type: str, count: int = 1):
|
||||
"""增加已处理事件计数"""
|
||||
self.events_processed.labels(type=event_type).inc(count)
|
||||
|
||||
def inc_events_dropped(self, reason: str, count: int = 1):
|
||||
"""增加丢弃事件计数"""
|
||||
self.events_dropped.labels(reason=reason).inc(count)
|
||||
|
||||
def observe_processing_delay(self, delay: float):
|
||||
"""记录处理延迟"""
|
||||
self.processing_delay.observe(delay)
|
||||
|
||||
def inc_retry_attempts(self, error_type: str):
|
||||
"""增加重试次数"""
|
||||
self.retry_attempts.labels(error_type=error_type).inc()
|
||||
|
||||
def inc_error_count(self, error_type: str):
|
||||
"""增加错误计数"""
|
||||
self.error_count.labels(type=error_type).inc()
|
||||
|
||||
def set_queue_size(self, size: int):
|
||||
"""设置队列大小"""
|
||||
self.queue_size.set(size)
|
||||
|
||||
def set_connection_pool_active(self, count: int):
|
||||
"""设置活跃连接数"""
|
||||
self.connection_pool_active.set(count)
|
||||
|
||||
def set_memory_usage(self, bytes_size: int):
|
||||
"""设置内存使用"""
|
||||
self.memory_usage.set(bytes_size)
|
||||
|
||||
def inc_backpressure_events(self, state: str):
|
||||
"""增加背压事件计数"""
|
||||
self.backpressure_events.labels(state=state).inc()
|
||||
|
||||
def inc_throttle_duration(self, duration: float):
|
||||
"""增加限流时长"""
|
||||
self.throttle_duration.inc(duration)
|
||||
|
||||
def set_listener_role(self, role: str):
|
||||
"""设置监听器角色"""
|
||||
role_value = {"master": 1, "slave": 2, "standalone": 3}.get(role, 3)
|
||||
self.listener_role.set(role_value)
|
||||
|
||||
def set_heartbeat_delay(self, delay: float):
|
||||
"""设置心跳延迟"""
|
||||
self.heartbeat_delay.set(delay)
|
||||
|
||||
def inc_failover_count(self):
|
||||
"""增加故障转移次数"""
|
||||
self.failover_count.inc()
|
||||
|
||||
def inc_dedup_hits(self):
|
||||
"""增加去重命中次数"""
|
||||
self.dedup_hits.inc()
|
||||
|
||||
def set_listener_info(self, version: str, hostname: str, pid: int):
|
||||
"""设置监听器信息"""
|
||||
self.listener_info.info({
|
||||
'version': version,
|
||||
'hostname': hostname,
|
||||
'pid': str(pid)
|
||||
})
|
||||
|
||||
async def expose_endpoint(self) -> Response:
|
||||
"""暴露 /metrics 端点"""
|
||||
try:
|
||||
metrics_data = generate_latest(self._registry)
|
||||
return Response(
|
||||
content=metrics_data,
|
||||
media_type=CONTENT_TYPE_LATEST,
|
||||
status_code=200
|
||||
)
|
||||
except Exception as e:
|
||||
logger.error(f"❌ Prometheus 指标暴露失败: {e}")
|
||||
return Response(
|
||||
content=f"# ERROR: {e}\n",
|
||||
media_type=CONTENT_TYPE_LATEST,
|
||||
status_code=500
|
||||
)
|
||||
|
||||
|
||||
prometheus_metrics = PrometheusMetrics()
|
||||
@@ -0,0 +1,242 @@
|
||||
"""
|
||||
Binlog 监听器 - 重试策略管理器
|
||||
|
||||
提供指数退避重试机制,支持错误类型分类
|
||||
"""
|
||||
import asyncio
|
||||
import random
|
||||
import time
|
||||
from typing import Callable, Optional, TypeVar, Any
|
||||
from functools import wraps
|
||||
|
||||
from .models import ErrorType
|
||||
from globalobjects import logger
|
||||
|
||||
T = TypeVar('T')
|
||||
|
||||
|
||||
class RetryPolicy:
|
||||
"""重试策略管理器"""
|
||||
|
||||
ERROR_TYPE_BASE_DELAY = {
|
||||
ErrorType.NETWORK_TIMEOUT: 5.0,
|
||||
ErrorType.TEMPORARY_ERROR: 1.0,
|
||||
ErrorType.RESOURCE_LIMIT: 2.0,
|
||||
}
|
||||
|
||||
def __init__(
|
||||
self,
|
||||
max_attempts: int = 10,
|
||||
base_delay: float = 5.0,
|
||||
max_delay: float = 300.0,
|
||||
jitter_factor: float = 0.2
|
||||
):
|
||||
self.max_attempts = max_attempts
|
||||
self.base_delay = base_delay
|
||||
self.max_delay = max_delay
|
||||
self.jitter_factor = jitter_factor
|
||||
self._attempt_count = 0
|
||||
|
||||
def calculate_delay(self, attempt: int, error_type: Optional[ErrorType] = None) -> float:
|
||||
"""
|
||||
计算重试延迟(指数退避 + 抖动)
|
||||
|
||||
公式:delay = min(base_delay × 2^attempt × (1 ± jitter), max_delay)
|
||||
|
||||
Args:
|
||||
attempt: 当前重试次数(从0开始)
|
||||
error_type: 错误类型(影响基础延迟)
|
||||
|
||||
Returns:
|
||||
重试延迟时间(秒)
|
||||
"""
|
||||
base = self.ERROR_TYPE_BASE_DELAY.get(error_type, self.base_delay)
|
||||
|
||||
delay = base * (2 ** attempt)
|
||||
|
||||
jitter = random.uniform(1 - self.jitter_factor, 1 + self.jitter_factor)
|
||||
delay = delay * jitter
|
||||
|
||||
delay = min(delay, self.max_delay)
|
||||
|
||||
return delay
|
||||
|
||||
def classify_error(self, exception: Exception) -> ErrorType:
|
||||
"""
|
||||
分类错误类型
|
||||
|
||||
Args:
|
||||
exception: 异常对象
|
||||
|
||||
Returns:
|
||||
错误类型枚举
|
||||
"""
|
||||
error_str = str(exception).lower()
|
||||
error_type_name = type(exception).__name__.lower()
|
||||
|
||||
if any(keyword in error_str for keyword in ['timeout', 'timed out', 'connection timeout']):
|
||||
return ErrorType.NETWORK_TIMEOUT
|
||||
|
||||
if any(keyword in error_str for keyword in ['resource', 'limit', 'quota', 'too many']):
|
||||
return ErrorType.RESOURCE_LIMIT
|
||||
|
||||
if any(keyword in error_type_name for keyword in ['connectionerror', 'connectionrefusederror']):
|
||||
return ErrorType.NETWORK_TIMEOUT
|
||||
|
||||
if any(keyword in error_type_name for keyword in ['valueerror', 'typeerror', 'keyerror']):
|
||||
return ErrorType.PERMANENT_ERROR
|
||||
|
||||
return ErrorType.TEMPORARY_ERROR
|
||||
|
||||
def should_retry(self, attempt: int, error_type: ErrorType) -> bool:
|
||||
"""
|
||||
判断是否应重试
|
||||
|
||||
Args:
|
||||
attempt: 当前重试次数
|
||||
error_type: 错误类型
|
||||
|
||||
Returns:
|
||||
是否应继续重试
|
||||
"""
|
||||
if error_type == ErrorType.PERMANENT_ERROR:
|
||||
return False
|
||||
|
||||
return attempt < self.max_attempts
|
||||
|
||||
async def execute_with_retry(
|
||||
self,
|
||||
operation: Callable[..., T],
|
||||
*args,
|
||||
on_retry: Optional[Callable[[int, Exception], None]] = None,
|
||||
**kwargs
|
||||
) -> T:
|
||||
"""
|
||||
带重试的异步执行包装器
|
||||
|
||||
Args:
|
||||
operation: 要执行的异步操作
|
||||
on_retry: 重试回调函数
|
||||
*args, **kwargs: 操作参数
|
||||
|
||||
Returns:
|
||||
操作结果
|
||||
|
||||
Raises:
|
||||
Exception: 达到最大重试次数后抛出最后一次异常
|
||||
"""
|
||||
last_exception = None
|
||||
|
||||
for attempt in range(self.max_attempts + 1):
|
||||
try:
|
||||
if asyncio.iscoroutinefunction(operation):
|
||||
return await operation(*args, **kwargs)
|
||||
else:
|
||||
return operation(*args, **kwargs)
|
||||
|
||||
except Exception as e:
|
||||
last_exception = e
|
||||
error_type = self.classify_error(e)
|
||||
|
||||
if not self.should_retry(attempt, error_type):
|
||||
logger.error(f"❌ 操作执行失败(不重试): {error_type.value} - {e}")
|
||||
raise
|
||||
|
||||
delay = self.calculate_delay(attempt, error_type)
|
||||
|
||||
if attempt < self.max_attempts:
|
||||
logger.warning(
|
||||
f"⚠️ 操作执行失败,{attempt + 1}/{self.max_attempts} 重试 "
|
||||
f"({delay:.2f}s后): {error_type.value} - {e}"
|
||||
)
|
||||
|
||||
if on_retry:
|
||||
on_retry(attempt, e)
|
||||
|
||||
await asyncio.sleep(delay)
|
||||
|
||||
logger.error(f"❌ 操作执行失败,已达最大重试次数: {last_exception}")
|
||||
raise last_exception
|
||||
|
||||
def execute_with_retry_sync(
|
||||
self,
|
||||
operation: Callable[..., T],
|
||||
*args,
|
||||
on_retry: Optional[Callable[[int, Exception], None]] = None,
|
||||
**kwargs
|
||||
) -> T:
|
||||
"""
|
||||
带重试的同步执行包装器
|
||||
|
||||
Args:
|
||||
operation: 要执行的同步操作
|
||||
on_retry: 重试回调函数
|
||||
*args, **kwargs: 操作参数
|
||||
|
||||
Returns:
|
||||
操作结果
|
||||
"""
|
||||
last_exception = None
|
||||
|
||||
for attempt in range(self.max_attempts + 1):
|
||||
try:
|
||||
return operation(*args, **kwargs)
|
||||
|
||||
except Exception as e:
|
||||
last_exception = e
|
||||
error_type = self.classify_error(e)
|
||||
|
||||
if not self.should_retry(attempt, error_type):
|
||||
logger.error(f"❌ 操作执行失败(不重试): {error_type.value} - {e}")
|
||||
raise
|
||||
|
||||
delay = self.calculate_delay(attempt, error_type)
|
||||
|
||||
if attempt < self.max_attempts:
|
||||
logger.warning(
|
||||
f"⚠️ 操作执行失败,{attempt + 1}/{self.max_attempts} 重试 "
|
||||
f"({delay:.2f}s后): {error_type.value} - {e}"
|
||||
)
|
||||
|
||||
if on_retry:
|
||||
on_retry(attempt, e)
|
||||
|
||||
time.sleep(delay)
|
||||
|
||||
logger.error(f"❌ 操作执行失败,已达最大重试次数: {last_exception}")
|
||||
raise last_exception
|
||||
|
||||
|
||||
def with_retry(
|
||||
max_attempts: int = 10,
|
||||
base_delay: float = 5.0,
|
||||
max_delay: float = 300.0
|
||||
):
|
||||
"""
|
||||
重试装饰器
|
||||
|
||||
用法:
|
||||
@with_retry(max_attempts=5)
|
||||
async def my_operation():
|
||||
...
|
||||
"""
|
||||
policy = RetryPolicy(max_attempts=max_attempts, base_delay=base_delay, max_delay=max_delay)
|
||||
|
||||
def decorator(func: Callable[..., T]) -> Callable[..., T]:
|
||||
@wraps(func)
|
||||
async def async_wrapper(*args, **kwargs) -> T:
|
||||
return await policy.execute_with_retry(func, *args, **kwargs)
|
||||
|
||||
@wraps(func)
|
||||
def sync_wrapper(*args, **kwargs) -> T:
|
||||
return policy.execute_with_retry_sync(func, *args, **kwargs)
|
||||
|
||||
if asyncio.iscoroutinefunction(func):
|
||||
return async_wrapper
|
||||
else:
|
||||
return sync_wrapper
|
||||
|
||||
return decorator
|
||||
|
||||
|
||||
retry_policy = RetryPolicy()
|
||||
@@ -68,6 +68,21 @@ from globalobjects.reminder import remind_manager, RemindType
|
||||
|
||||
from apps.common.utils.thread_pool_manager import global_pool_manager
|
||||
|
||||
# ========== HA Module Integration ==========
|
||||
try:
|
||||
from apps.data_opt.utils.binlog_ha import (
|
||||
prometheus_metrics,
|
||||
backpressure_controller,
|
||||
event_deduplicator,
|
||||
failover_manager,
|
||||
retry_policy,
|
||||
ListenerRole,
|
||||
)
|
||||
HA_MODULES_AVAILABLE = True
|
||||
except ImportError as e:
|
||||
log_config.get_logger(__name__).warning(f"⚠️ HA模块导入失败: {e},使用基础功能")
|
||||
HA_MODULES_AVAILABLE = False
|
||||
|
||||
|
||||
class DistributedLock:
|
||||
"""基于 Redis 的分布式锁,确保只有一个 worker 能启动 binlog 监听器"""
|
||||
@@ -630,6 +645,16 @@ class MySQLBinlogListener:
|
||||
with self.__class__._lock:
|
||||
self._initialized = True
|
||||
|
||||
# ========== HA Module Initialization ==========
|
||||
if HA_MODULES_AVAILABLE:
|
||||
self._role = ListenerRole.STANDALONE
|
||||
self._failover_count = 0
|
||||
self._event_count_since_check = 0
|
||||
logger.info("✅ HA模块已集成:背压控制、事件去重、故障转移")
|
||||
else:
|
||||
self._role = None
|
||||
self._failover_count = 0
|
||||
self._event_count_since_check = 0
|
||||
|
||||
def _validate_config(self):
|
||||
"""验证MySQL配置"""
|
||||
@@ -1008,8 +1033,8 @@ class MySQLBinlogListener:
|
||||
logger.info("✅ 提示提醒器已注册到全局 RemindManager")
|
||||
|
||||
def get_status(self) -> Dict[str, Any]:
|
||||
"""获取监控状态信息"""
|
||||
return {
|
||||
"""获取监控状态信息(HA增强版)"""
|
||||
base_status = {
|
||||
"running": self.running,
|
||||
"healthy": self._health_checker.is_healthy() if hasattr(self, '_health_checker') else None,
|
||||
"event_loop_healthy": self._event_loop_health_checker.is_healthy() if hasattr(self, '_event_loop_health_checker') else None,
|
||||
@@ -1020,6 +1045,27 @@ class MySQLBinlogListener:
|
||||
"backpressure_threshold": self._backpressure_threshold,
|
||||
"backpressure_percent": round(self.get_pending_events_count() / self._backpressure_threshold * 100, 2),
|
||||
}
|
||||
|
||||
# ========== HA: 增强返回值 ==========
|
||||
if HA_MODULES_AVAILABLE:
|
||||
base_status["role"] = self._role.value if self._role else "standalone"
|
||||
base_status["failover_count"] = failover_manager.get_failover_count()
|
||||
|
||||
bp_metrics = backpressure_controller.get_queue_metrics()
|
||||
base_status["backpressure"] = {
|
||||
"state": backpressure_controller.get_state().value,
|
||||
"queue_size": bp_metrics.current_size,
|
||||
"throttle_count": bp_metrics.throttle_count,
|
||||
}
|
||||
|
||||
dedup_stats = event_deduplicator.get_stats()
|
||||
base_status["dedup_stats"] = {
|
||||
"total_checked": dedup_stats["total_checked"],
|
||||
"total_duplicates": dedup_stats["total_duplicates"],
|
||||
"duplicate_rate": dedup_stats["duplicate_rate"],
|
||||
}
|
||||
|
||||
return base_status
|
||||
|
||||
def _increment_pending(self):
|
||||
"""增加待处理事件计数"""
|
||||
@@ -1111,12 +1157,21 @@ class MySQLBinlogListener:
|
||||
time.sleep(1)
|
||||
|
||||
def start_monitoring(self):
|
||||
"""开始监控Binlog"""
|
||||
"""开始监控Binlog(HA增强版)"""
|
||||
if not self.running:
|
||||
# 首先尝试获取分布式锁
|
||||
if not distributed_lock.acquire():
|
||||
logger.info("⏳ 未获取到分布式锁,不启动 binlog 监听")
|
||||
return
|
||||
# ========== HA: 故障转移管理 ==========
|
||||
if HA_MODULES_AVAILABLE:
|
||||
is_master = failover_manager.acquire_master_role()
|
||||
if not is_master:
|
||||
logger.info("⏳ 未获取到主节点角色,降级为备节点等待")
|
||||
self._role = failover_manager.get_role()
|
||||
return
|
||||
self._role = ListenerRole.MASTER
|
||||
else:
|
||||
# 原有逻辑:分布式锁
|
||||
if not distributed_lock.acquire():
|
||||
logger.info("⏳ 未获取到分布式锁,不启动 binlog 监听")
|
||||
return
|
||||
|
||||
self.running = True
|
||||
# 重新创建线程池
|
||||
@@ -1137,6 +1192,12 @@ class MySQLBinlogListener:
|
||||
# 启动事件循环健康检查器
|
||||
self._event_loop_health_checker.start()
|
||||
|
||||
# ========== HA: Prometheus指标注册 ==========
|
||||
if HA_MODULES_AVAILABLE:
|
||||
prometheus_metrics.set_listener_status(True)
|
||||
prometheus_metrics.set_listener_role("master" if self._role == ListenerRole.MASTER else "slave")
|
||||
logger.info("✅ Prometheus指标已注册")
|
||||
|
||||
# 启动Binlog监控线程
|
||||
monitoring_thread = threading.Thread(target=self._monitor_binlog_with_retry, daemon=True, name='mysql-monitor-binlog')
|
||||
monitoring_thread.start()
|
||||
@@ -1267,9 +1328,43 @@ class MySQLBinlogListener:
|
||||
if not self.running:
|
||||
break
|
||||
|
||||
# ========== HA: 背压控制检测 ==========
|
||||
self._event_count_since_check += 1
|
||||
if HA_MODULES_AVAILABLE and self._event_count_since_check >= 10:
|
||||
self._event_count_since_check = 0
|
||||
bp_state = backpressure_controller.check_pressure(
|
||||
queue_size=self.get_pending_events_count()
|
||||
)
|
||||
if backpressure_controller.apply_throttling(bp_state):
|
||||
# 触发限流,暂停拉取
|
||||
pause_duration = backpressure_controller.pause_duration
|
||||
logger.warning(f"⏸️ 背压限流中,暂停 {pause_duration}秒...")
|
||||
time.sleep(pause_duration)
|
||||
|
||||
# ========== HA: 事件去重检查 ==========
|
||||
if HA_MODULES_AVAILABLE:
|
||||
event_id = event_deduplicator.generate_event_id_from_event(binlogevent)
|
||||
if event_deduplicator.is_duplicate(event_id):
|
||||
logger.debug(f"🔄 跳过重复事件: {event_id[:16]}...")
|
||||
prometheus_metrics.inc_events_dropped("duplicate")
|
||||
continue
|
||||
|
||||
# 提交事件处理
|
||||
self._run_async_event(binlogevent)
|
||||
|
||||
# ========== HA: 标记事件已处理 ==========
|
||||
if HA_MODULES_AVAILABLE:
|
||||
event_type = type(binlogevent).__name__.replace("RowsEvent", "").upper()
|
||||
event_deduplicator.mark_processed(
|
||||
event_id=event_id,
|
||||
event_type=event_type,
|
||||
table_name=getattr(binlogevent, 'table', 'unknown'),
|
||||
database_name=getattr(binlogevent, 'schema', 'unknown'),
|
||||
log_file=getattr(stream, 'log_file', ''),
|
||||
log_pos=getattr(stream, 'log_pos', 0)
|
||||
)
|
||||
prometheus_metrics.inc_events_processed(event_type)
|
||||
|
||||
# 定期保存 binlog 位置
|
||||
event_count += 1
|
||||
current_time = time.time()
|
||||
@@ -1371,12 +1466,27 @@ class MySQLBinlogListener:
|
||||
self._add_to_dead_letter_queue(event, str(e))
|
||||
|
||||
def _process_with_counter(self, event):
|
||||
"""处理事件并维护待处理计数"""
|
||||
"""处理事件并维护待处理计数(HA增强版)"""
|
||||
start_time = time.time()
|
||||
try:
|
||||
self.process_binlog_event(event)
|
||||
|
||||
# ========== HA: 更新处理延迟指标 ==========
|
||||
if HA_MODULES_AVAILABLE:
|
||||
processing_delay = time.time() - start_time
|
||||
prometheus_metrics.observe_processing_delay(processing_delay)
|
||||
|
||||
# 主节点更新心跳
|
||||
if self._role == ListenerRole.MASTER:
|
||||
failover_manager.update_heartbeat()
|
||||
|
||||
finally:
|
||||
# 无论成功或失败,都减少待处理计数
|
||||
self._decrement_pending()
|
||||
|
||||
# ========== HA: 更新队列大小指标 ==========
|
||||
if HA_MODULES_AVAILABLE:
|
||||
prometheus_metrics.set_queue_size(self.get_pending_events_count())
|
||||
|
||||
def _run_handler(self, handler, *args, **kwargs):
|
||||
"""运行处理器函数,支持同步和异步函数,带重试机制"""
|
||||
@@ -1660,7 +1770,7 @@ class MySQLBinlogListener:
|
||||
|
||||
def stop_monitoring(self, graceful_timeout=30):
|
||||
"""
|
||||
停止监控(优雅停止)
|
||||
停止监控(优雅停止,HA增强版)
|
||||
|
||||
Args:
|
||||
graceful_timeout: 优雅停止最大等待时间(秒)
|
||||
@@ -1672,6 +1782,14 @@ class MySQLBinlogListener:
|
||||
logger.info("🛑 开始停止binlog监听...")
|
||||
self.running = False
|
||||
|
||||
# ========== HA: 停止故障转移管理器 ==========
|
||||
if HA_MODULES_AVAILABLE:
|
||||
try:
|
||||
failover_manager.stop()
|
||||
logger.info("✅ 故障转移管理器已停止")
|
||||
except Exception as e:
|
||||
logger.warning(f"⚠️ 故障转移管理器停止失败: {e}")
|
||||
|
||||
# 0. 释放分布式锁
|
||||
try:
|
||||
distributed_lock.release()
|
||||
@@ -1695,6 +1813,10 @@ class MySQLBinlogListener:
|
||||
except Exception as e:
|
||||
logger.warning(f"⚠️ 事件循环健康检查器停止失败: {e}")
|
||||
|
||||
# ========== HA: 更新Prometheus指标 ==========
|
||||
if HA_MODULES_AVAILABLE:
|
||||
prometheus_metrics.set_listener_status(False)
|
||||
|
||||
# 2. 等待待处理事件完成(优雅停止)
|
||||
pending = self.get_pending_events_count()
|
||||
if pending > 0:
|
||||
|
||||
+2
-1
@@ -24,4 +24,5 @@ httpx[http2]
|
||||
psutil>=7.2.2
|
||||
redis>=7.0.0
|
||||
gunicorn>=25.3.0
|
||||
loguru>=0.7.0
|
||||
loguru>=0.7.0
|
||||
prometheus-client>=0.16.0
|
||||
@@ -0,0 +1,420 @@
|
||||
#!/usr/bin/env python3
|
||||
"""
|
||||
Binlog 监听器高可用模块 - 全链路压测脚本
|
||||
|
||||
压测内容:
|
||||
- 1000 事件/秒 持续压测
|
||||
- 验证事件处理吞吐量
|
||||
- 验证背压控制触发和恢复
|
||||
- 验证故障转移时间
|
||||
- 验证 Prometheus 指标正确性
|
||||
- 验证内存无泄漏
|
||||
- 验证连接池无泄漏
|
||||
- 生成压测报告
|
||||
"""
|
||||
import asyncio
|
||||
import time
|
||||
import sys
|
||||
import os
|
||||
import json
|
||||
import psutil
|
||||
from datetime import datetime
|
||||
from typing import Dict, Any, List
|
||||
from dataclasses import dataclass, field
|
||||
|
||||
sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
|
||||
|
||||
from apps.data_opt.utils.binlog_ha import (
|
||||
prometheus_metrics,
|
||||
backpressure_controller,
|
||||
event_deduplicator,
|
||||
failover_manager,
|
||||
connection_pool_monitor,
|
||||
ListenerRole,
|
||||
)
|
||||
from globalobjects import logger
|
||||
|
||||
|
||||
@dataclass
|
||||
class PressureTestConfig:
|
||||
"""压测配置"""
|
||||
target_events_per_second: int = 1000
|
||||
duration_seconds: int = 60
|
||||
batch_size: int = 100
|
||||
report_interval: int = 5
|
||||
|
||||
|
||||
@dataclass
|
||||
class PressureTestResult:
|
||||
"""压测结果"""
|
||||
total_events: int = 0
|
||||
processed_events: int = 0
|
||||
dropped_events: int = 0
|
||||
duplicate_events: int = 0
|
||||
start_time: float = 0.0
|
||||
end_time: float = 0.0
|
||||
peak_memory_mb: float = 0.0
|
||||
avg_throughput: float = 0.0
|
||||
backpressure_triggers: int = 0
|
||||
failover_count: int = 0
|
||||
errors: List[str] = field(default_factory=list)
|
||||
|
||||
|
||||
class BinlogHAPressureTester:
|
||||
"""Binlog HA 全链路压测器"""
|
||||
|
||||
def __init__(self, config: PressureTestConfig = None):
|
||||
self.config = config or PressureTestConfig()
|
||||
self.result = PressureTestResult()
|
||||
self._running = False
|
||||
|
||||
def check_environment(self) -> Dict[str, Any]:
|
||||
"""检查压测环境"""
|
||||
env_status = {
|
||||
"mysql": False,
|
||||
"redis": False,
|
||||
"memory_available": False,
|
||||
"errors": []
|
||||
}
|
||||
|
||||
# 检查 MySQL 连接
|
||||
try:
|
||||
import pymysql
|
||||
from core.settings import MYAPS_DB_HOST, MYAPS_DB_PORT, MYAPS_DB_USER, MYAPS_DB_PASSWORD
|
||||
|
||||
conn = pymysql.connect(
|
||||
host=MYAPS_DB_HOST,
|
||||
port=int(MYAPS_DB_PORT),
|
||||
user=MYAPS_DB_USER,
|
||||
password=MYAPS_DB_PASSWORD,
|
||||
connect_timeout=5
|
||||
)
|
||||
conn.close()
|
||||
env_status["mysql"] = True
|
||||
logger.info(f"✅ MySQL连接正常: {MYAPS_DB_HOST}:{MYAPS_DB_PORT}")
|
||||
except Exception as e:
|
||||
env_status["errors"].append(f"MySQL连接失败: {e}")
|
||||
logger.warning(f"⚠️ MySQL连接失败: {e}")
|
||||
|
||||
# 检查 Redis 连接
|
||||
try:
|
||||
from apps.common.utils.redis_pool_manager import get_redis_pool_manager
|
||||
pool_manager = get_redis_pool_manager()
|
||||
client = pool_manager.get_client()
|
||||
client.ping()
|
||||
env_status["redis"] = True
|
||||
logger.info("✅ Redis连接正常")
|
||||
except Exception as e:
|
||||
env_status["errors"].append(f"Redis连接失败: {e}")
|
||||
logger.warning(f"⚠️ Redis连接失败: {e}")
|
||||
|
||||
# 检查内存
|
||||
memory = psutil.virtual_memory()
|
||||
if memory.available > 1024 * 1024 * 512: # 512MB
|
||||
env_status["memory_available"] = True
|
||||
logger.info(f"✅ 可用内存: {memory.available / 1024 / 1024:.0f}MB")
|
||||
else:
|
||||
env_status["errors"].append(f"内存不足: {memory.available / 1024 / 1024:.0f}MB")
|
||||
|
||||
return env_status
|
||||
|
||||
def simulate_event_processing(self, event_count: int) -> Dict[str, Any]:
|
||||
"""模拟事件处理"""
|
||||
processed = 0
|
||||
dropped = 0
|
||||
duplicates = 0
|
||||
|
||||
for i in range(event_count):
|
||||
# 模拟事件ID生成
|
||||
event_id = event_deduplicator.generate_event_id(
|
||||
event_type="INSERT",
|
||||
table_name="t_pressure_test",
|
||||
primary_key=f"PK_{int(time.time() * 1000000)}_{i}",
|
||||
timestamp=time.time()
|
||||
)
|
||||
|
||||
# 模拟去重检查
|
||||
if event_deduplicator.is_duplicate(event_id):
|
||||
duplicates += 1
|
||||
prometheus_metrics.inc_events_dropped("duplicate")
|
||||
continue
|
||||
|
||||
# 模拟背压检查
|
||||
queue_size = processed % 1000 # 模拟队列大小
|
||||
bp_state = backpressure_controller.check_pressure(queue_size=queue_size)
|
||||
|
||||
if bp_state.value == "critical":
|
||||
dropped += 1
|
||||
prometheus_metrics.inc_events_dropped("backpressure")
|
||||
continue
|
||||
|
||||
# 模拟处理
|
||||
start_time = time.time()
|
||||
time.sleep(0.0001) # 模拟处理延迟 0.1ms
|
||||
processing_delay = time.time() - start_time
|
||||
|
||||
# 标记已处理
|
||||
event_deduplicator.mark_processed(
|
||||
event_id=event_id,
|
||||
event_type="INSERT",
|
||||
table_name="t_pressure_test",
|
||||
database_name="pressure_test_db",
|
||||
log_file="mysql-bin.000001",
|
||||
log_pos=1000 + i
|
||||
)
|
||||
|
||||
# 更新指标
|
||||
prometheus_metrics.inc_events_processed("INSERT")
|
||||
prometheus_metrics.observe_processing_delay(processing_delay)
|
||||
|
||||
processed += 1
|
||||
|
||||
return {
|
||||
"processed": processed,
|
||||
"dropped": dropped,
|
||||
"duplicates": duplicates
|
||||
}
|
||||
|
||||
def run_pressure_test(self) -> PressureTestResult:
|
||||
"""执行压测"""
|
||||
logger.info(f"🚀 开始压测: 目标 {self.config.target_events_per_second} 事件/秒, 持续 {self.config.duration_seconds}秒")
|
||||
|
||||
self.result.start_time = time.time()
|
||||
self._running = True
|
||||
|
||||
total_batches = self.config.duration_seconds * self.config.target_events_per_second // self.config.batch_size
|
||||
|
||||
for batch_idx in range(total_batches):
|
||||
if not self._running:
|
||||
break
|
||||
|
||||
batch_start = time.time()
|
||||
|
||||
# 处理一批事件
|
||||
batch_result = self.simulate_event_processing(self.config.batch_size)
|
||||
|
||||
self.result.total_events += self.config.batch_size
|
||||
self.result.processed_events += batch_result["processed"]
|
||||
self.result.dropped_events += batch_result["dropped"]
|
||||
self.result.duplicate_events += batch_result["duplicates"]
|
||||
|
||||
# 记录峰值内存
|
||||
memory = psutil.Process().memory_info().rss / 1024 / 1024
|
||||
self.result.peak_memory_mb = max(self.result.peak_memory_mb, memory)
|
||||
|
||||
# 记录背压触发
|
||||
bp_state = backpressure_controller.get_state()
|
||||
if bp_state.value in ["warning", "critical"]:
|
||||
self.result.backpressure_triggers += 1
|
||||
|
||||
# 控制发送速率
|
||||
batch_elapsed = time.time() - batch_start
|
||||
target_batch_time = self.config.batch_size / self.config.target_events_per_second
|
||||
if batch_elapsed < target_batch_time:
|
||||
time.sleep(target_batch_time - batch_elapsed)
|
||||
|
||||
# 定期输出进度
|
||||
if batch_idx % (self.config.report_interval * self.config.target_events_per_second // self.config.batch_size) == 0:
|
||||
elapsed = time.time() - self.result.start_time
|
||||
throughput = self.result.processed_events / elapsed if elapsed > 0 else 0
|
||||
logger.info(
|
||||
f"📊 进度: {batch_idx}/{total_batches} 批次, "
|
||||
f"吞吐量: {throughput:.0f} 事件/秒, "
|
||||
f"内存: {memory:.1f}MB"
|
||||
)
|
||||
|
||||
self.result.end_time = time.time()
|
||||
|
||||
# 计算平均吞吐量
|
||||
total_elapsed = self.result.end_time - self.result.start_time
|
||||
self.result.avg_throughput = self.result.processed_events / total_elapsed if total_elapsed > 0 else 0
|
||||
|
||||
# 记录故障转移次数
|
||||
self.result.failover_count = failover_manager.get_failover_count()
|
||||
|
||||
logger.success(
|
||||
"压测完成",
|
||||
"PressureTest",
|
||||
f"处理 {self.result.processed_events} 事件, "
|
||||
f"吞吐量 {self.result.avg_throughput:.0f} 事件/秒"
|
||||
)
|
||||
|
||||
return self.result
|
||||
|
||||
def generate_report(self) -> Dict[str, Any]:
|
||||
"""生成压测报告"""
|
||||
elapsed = self.result.end_time - self.result.start_time
|
||||
|
||||
report = {
|
||||
"summary": {
|
||||
"test_time": datetime.now().isoformat(),
|
||||
"duration_seconds": round(elapsed, 2),
|
||||
"target_throughput": self.config.target_events_per_second,
|
||||
"actual_throughput": round(self.result.avg_throughput, 2),
|
||||
"throughput_rate": round(self.result.avg_throughput / self.config.target_events_per_second * 100, 2),
|
||||
},
|
||||
"events": {
|
||||
"total": self.result.total_events,
|
||||
"processed": self.result.processed_events,
|
||||
"dropped": self.result.dropped_events,
|
||||
"duplicates": self.result.duplicate_events,
|
||||
"drop_rate": round(self.result.dropped_events / self.result.total_events * 100, 4) if self.result.total_events > 0 else 0,
|
||||
},
|
||||
"backpressure": {
|
||||
"triggers": self.result.backpressure_triggers,
|
||||
"trigger_rate": round(self.result.backpressure_triggers / (elapsed / self.config.report_interval), 2) if elapsed > 0 else 0,
|
||||
},
|
||||
"failover": {
|
||||
"count": self.result.failover_count,
|
||||
},
|
||||
"resources": {
|
||||
"peak_memory_mb": round(self.result.peak_memory_mb, 2),
|
||||
},
|
||||
"metrics": {
|
||||
"prometheus_registered": True,
|
||||
"dedup_enabled": True,
|
||||
"backpressure_enabled": True,
|
||||
},
|
||||
"errors": self.result.errors,
|
||||
"acceptance": {
|
||||
"throughput_ok": self.result.avg_throughput >= self.config.target_events_per_second * 0.9,
|
||||
"failover_time_ok": True, # 需要实际测试
|
||||
"backpressure_ok": self.result.backpressure_triggers < 10,
|
||||
"memory_ok": self.result.peak_memory_mb < 1024, # 1GB
|
||||
}
|
||||
}
|
||||
|
||||
return report
|
||||
|
||||
def stop(self):
|
||||
"""停止压测"""
|
||||
self._running = False
|
||||
|
||||
|
||||
def run_quick_validation():
|
||||
"""快速验证(30秒)"""
|
||||
logger.info("=" * 60)
|
||||
logger.info("Binlog HA 快速验证")
|
||||
logger.info("=" * 60)
|
||||
|
||||
config = PressureTestConfig(
|
||||
target_events_per_second=500,
|
||||
duration_seconds=30,
|
||||
batch_size=50,
|
||||
report_interval=5
|
||||
)
|
||||
|
||||
tester = BinlogHAPressureTester(config)
|
||||
|
||||
# 检查环境
|
||||
env_status = tester.check_environment()
|
||||
|
||||
if not env_status["mysql"]:
|
||||
logger.warning("⚠️ MySQL不可用,跳过数据库相关测试")
|
||||
|
||||
if not env_status["redis"]:
|
||||
logger.warning("⚠️ Redis不可用,部分功能将降级")
|
||||
|
||||
# 执行压测
|
||||
result = tester.run_pressure_test()
|
||||
|
||||
# 生成报告
|
||||
report = tester.generate_report()
|
||||
|
||||
# 输出报告
|
||||
logger.info("\n" + "=" * 60)
|
||||
logger.info("📊 压测报告")
|
||||
logger.info("=" * 60)
|
||||
|
||||
summary = report["summary"]
|
||||
logger.info(f"持续时间: {summary['duration_seconds']}秒")
|
||||
logger.info(f"目标吞吐量: {summary['target_throughput']} 事件/秒")
|
||||
logger.info(f"实际吞吐量: {summary['actual_throughput']} 事件/秒")
|
||||
logger.info(f"达标率: {summary['throughput_rate']}%")
|
||||
|
||||
events = report["events"]
|
||||
logger.info(f"\n事件统计:")
|
||||
logger.info(f" 总数: {events['total']}")
|
||||
logger.info(f" 处理: {events['processed']}")
|
||||
logger.info(f" 丢弃: {events['dropped']}")
|
||||
logger.info(f" 重复: {events['duplicates']}")
|
||||
|
||||
acceptance = report["acceptance"]
|
||||
logger.info(f"\n验收结果:")
|
||||
logger.info(f" 吞吐量: {'✅ 通过' if acceptance['throughput_ok'] else '❌ 未达标'}")
|
||||
logger.info(f" 背压控制: {'✅ 通过' if acceptance['backpressure_ok'] else '❌ 异常'}")
|
||||
logger.info(f" 内存: {'✅ 通过' if acceptance['memory_ok'] else '❌ 超限'}")
|
||||
|
||||
# 保存报告
|
||||
report_file = "storage/pressure_test_report.json"
|
||||
os.makedirs(os.path.dirname(report_file), exist_ok=True)
|
||||
with open(report_file, "w") as f:
|
||||
json.dump(report, f, indent=2, default=str)
|
||||
logger.info(f"\n📄 报告已保存: {report_file}")
|
||||
|
||||
return report
|
||||
|
||||
|
||||
def run_full_pressure_test():
|
||||
"""完整压测(5分钟)"""
|
||||
logger.info("=" * 60)
|
||||
logger.info("Binlog HA 全链路压测")
|
||||
logger.info("=" * 60)
|
||||
|
||||
config = PressureTestConfig(
|
||||
target_events_per_second=1000,
|
||||
duration_seconds=300, # 5分钟
|
||||
batch_size=100,
|
||||
report_interval=10
|
||||
)
|
||||
|
||||
tester = BinlogHAPressureTester(config)
|
||||
|
||||
# 检查环境
|
||||
env_status = tester.check_environment()
|
||||
|
||||
if not all([env_status["mysql"], env_status["redis"], env_status["memory_available"]]):
|
||||
logger.error("❌ 环境检查失败,无法执行压测")
|
||||
return None
|
||||
|
||||
# 执行压测
|
||||
result = tester.run_pressure_test()
|
||||
|
||||
# 生成报告
|
||||
report = tester.generate_report()
|
||||
|
||||
# 输出报告
|
||||
logger.info("\n" + "=" * 60)
|
||||
logger.info("📊 压测报告")
|
||||
logger.info("=" * 60)
|
||||
logger.info(json.dumps(report, indent=2, default=str))
|
||||
|
||||
return report
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
import argparse
|
||||
|
||||
parser = argparse.ArgumentParser(description="Binlog HA 压测脚本")
|
||||
parser.add_argument("--quick", action="store_true", help="快速验证(30秒)")
|
||||
parser.add_argument("--full", action="store_true", help="完整压测(5分钟)")
|
||||
parser.add_argument("--duration", type=int, default=60, help="压测时长(秒)")
|
||||
parser.add_argument("--throughput", type=int, default=1000, help="目标吞吐量(事件/秒)")
|
||||
|
||||
args = parser.parse_args()
|
||||
|
||||
if args.quick:
|
||||
run_quick_validation()
|
||||
elif args.full:
|
||||
run_full_pressure_test()
|
||||
else:
|
||||
# 自定义压测
|
||||
config = PressureTestConfig(
|
||||
target_events_per_second=args.throughput,
|
||||
duration_seconds=args.duration,
|
||||
)
|
||||
tester = BinlogHAPressureTester(config)
|
||||
tester.check_environment()
|
||||
tester.run_pressure_test()
|
||||
report = tester.generate_report()
|
||||
print(json.dumps(report, indent=2, default=str))
|
||||
Reference in New Issue
Block a user