using System;
using System.Collections.Concurrent;
using System.Collections.Generic;
using System.Linq;
using System.Threading;
using NewLife;
using NewLife.Log;
using NewLife.Threading;
using Stardust.Data.Monitors;
using XCode;
using XCode.Model;
namespace Stardust.Server.Services
{
/// <summary>追踪统计服务</summary>
public interface ITraceStatService
{
/// <summary>添加需要统计的追踪数据</summary>
/// <param name="traces"></param>
void Add(IList<TraceData> traces);
/// <summary>统计特定应用和时间</summary>
/// <param name="appId"></param>
/// <param name="time"></param>
void Add(Int32 appId, DateTime time);
}
/// <summary>追踪统计服务</summary>
public class TraceStatService : ITraceStatService
{
/// <summary>流计算周期。默认5秒</summary>
public Int32 FlowPeriod { get; set; } = 5;
/// <summary>批计算周期。默认30秒</summary>
public Int32 BatchPeriod { get; set; } = 30;
private TimerX _timerFlow;
private TimerX _timerBatch;
private readonly ConcurrentBag<String> _bagDay = new();
private readonly ConcurrentBag<String> _bagHour = new();
private readonly ConcurrentDictionary<String, ConcurrentBag<DateTime>> _bagMinute = new();
private readonly ConcurrentQueue<TraceData> _queue = new();
/* 延迟队列技术 */
private readonly DayQueue _dayQueue = new() { Period = 60 };
private readonly HourQueue _hourQueue = new() { Period = 60 };
private readonly MinuteQueue _minuteQueue = new() { Period = 60 };
private readonly AppMinuteQueue _appMinuteQueue = new() { Period = 60 };
private Int32 _count;
private readonly ITracer _tracer;
public TraceStatService(ITracer tracer) => _tracer = tracer;
/// <summary>添加需要统计的追踪数据</summary>
/// <param name="traces"></param>
public void Add(IList<TraceData> traces)
{
if (traces == null || traces.Count == 0) return;
foreach (var item in traces)
{
{
var key = $"{ item.AppId}_{item.StatDate.ToFullString()}";
if (!_bagDay.Contains(key)) _bagDay.Add(key);
}
{
var key = $"{ item.AppId}_{item.StatHour.ToFullString()}";
if (!_bagHour.Contains(key)) _bagHour.Add(key);
}
{
var key = $"{item.AppId}_{item.StatMinute:yyyyMMddHH}";
var bag = _bagMinute.GetOrAdd(key, new ConcurrentBag<DateTime>());
if (!bag.Contains(item.StatMinute)) bag.Add(item.StatMinute);
}
}
if (_count > 100_000) return;
// 加入队列,增量计算
foreach (var item in traces)
{
_queue.Enqueue(item);
Interlocked.Increment(ref _count);
}
// 初始化定时器,用于流式增量计算和批量计算
Init();
}
/// <summary>统计特定应用和时间</summary>
/// <param name="appId"></param>
/// <param name="time"></param>
public void Add(Int32 appId, DateTime time)
{
Init();
{
var key = $"{appId}_{time.Date.ToFullString()}";
if (!_bagDay.Contains(key)) _bagDay.Add(key);
}
{
var hour = time.Date.AddHours(time.Hour);
var key = $"{appId}_{hour.ToFullString()}";
if (!_bagHour.Contains(key)) _bagHour.Add(key);
}
{
var minute = time.Date.AddHours(time.Hour).AddMinutes(time.Minute / 5 * 5);
var key = $"{appId}_{minute:yyyyMMddHH}";
var bag = _bagMinute.GetOrAdd(key, new ConcurrentBag<DateTime>());
if (!bag.Contains(minute)) bag.Add(minute);
}
_timerBatch?.SetNext(3_000);
}
/// <summary>初始化定时器</summary>
public void Init()
{
if (_timerFlow == null && FlowPeriod > 0)
{
lock (this)
{
if (_timerFlow == null) _timerFlow = new TimerX(DoFlowStat, null, 5_000, FlowPeriod * 1000) { Async = true };
}
}
if (_timerBatch == null && BatchPeriod > 0)
{
lock (this)
{
if (_timerBatch == null) _timerBatch = new TimerX(DoBatchStat, null, 5_000, BatchPeriod * 1000) { Async = true };
}
}
}
/// <summary>流式计算,增量累加</summary>
/// <param name="state"></param>
private void DoFlowStat(Object state)
{
if (_queue.IsEmpty) return;
using var span = _tracer?.NewSpan("TraceFlowStat");
// 限制每次只处理这么多
var count = 100_000;
while (count-- > 0)
{
if (!_queue.TryDequeue(out var td)) break;
Interlocked.Decrement(ref _count);
// 过滤异常数据
if (td.AppId <= 0 || td.Name.IsNullOrEmpty()) continue;
// 每日
{
var st = _dayQueue.GetOrAdd(td.StatDate, td.AppId, td.ItemId, out var key);
st.Total += td.Total;
st.Errors += td.Errors;
st.TotalCost += td.TotalCost;
if (st.MaxCost < td.MaxCost) st.MaxCost = td.MaxCost;
if (st.MinCost <= 0 || st.MinCost > td.MinCost && td.MinCost > 0) st.MinCost = td.MinCost;
_dayQueue.Commit(key);
}
// 小时
{
var st = _hourQueue.GetOrAdd(td.StatHour, td.AppId, td.ItemId, out var key);
st.Total += td.Total;
st.Errors += td.Errors;
st.TotalCost += td.TotalCost;
if (st.MaxCost < td.MaxCost) st.MaxCost = td.MaxCost;
if (st.MinCost <= 0 || st.MinCost > td.MinCost && td.MinCost > 0) st.MinCost = td.MinCost;
_hourQueue.Commit(key);
}
// 分钟
{
var st = _minuteQueue.GetOrAdd(td.StatMinute, td.AppId, td.ItemId, out var key);
st.Total += td.Total;
st.Errors += td.Errors;
st.TotalCost += td.TotalCost;
if (st.MaxCost < td.MaxCost) st.MaxCost = td.MaxCost;
if (st.MinCost <= 0 || st.MinCost > td.MinCost && td.MinCost > 0) st.MinCost = td.MinCost;
_minuteQueue.Commit(key);
}
// 应用分钟
{
var st = _appMinuteQueue.GetOrAdd(td.StatMinute, td.AppId, out var key);
st.Total += td.Total;
st.Errors += td.Errors;
st.TotalCost += td.TotalCost;
if (st.MaxCost < td.MaxCost) st.MaxCost = td.MaxCost;
if (st.MinCost <= 0 || st.MinCost > td.MinCost && td.MinCost > 0) st.MinCost = td.MinCost;
_appMinuteQueue.Commit(key);
}
}
}
/// <summary>批计算,覆盖缺失</summary>
/// <param name="state"></param>
private void DoBatchStat(Object state)
{
var keys = _bagMinute.Keys;
foreach (var item in keys)
{
// 摘取下来
if (_bagMinute.TryRemove(item, out var bag))
{
var ss = item.Split("_");
var appId = ss[0].ToInt();
var list = new List<DateTime>();
while (bag.TryTake(out var dt))
{
if (!list.Contains(dt)) list.Add(dt);
}
// 批量处理该应用,取最小时间和最大时间
if (list.Count > 0) ProcessMinute(appId, list.Min(), list.Max());
}
}
// 休息5000ms,让分钟统计落库
Thread.Sleep(5000);
while (_bagHour.TryTake(out var key))
{
var ss = key.Split("_");
ProcessHour(ss[0].ToInt(), ss[1].ToDateTime());
}
while (_bagDay.TryTake(out var key))
{
var ss = key.Split("_");
ProcessDay(ss[0].ToInt(), ss[1].ToDateTime());
}
}
private void ProcessDay(Int32 appId, DateTime time)
{
if (appId <= 0 || time.Year < 2000) return;
var date = time.Date;
using var span = _tracer?.NewSpan("TraceBatchStat-Day", time);
// 统计数据。分钟级统计可能因埋点名称污染,导致产生大量数据,这里过滤要最大1000行
var list = TraceMinuteStat.FindAllByAppIdWithCache(appId, date, 24 * 60 / 5 * 1000);
if (list.Count == 0) return;
// 聚合
// 分组聚合,这里包含了每个接口在该日内的所有分钟统计,需要求和
foreach (var item in list.GroupBy(e => e.ItemId))
{
if (item.Key == 0) continue;
var st = _dayQueue.GetOrAdd(date, appId, item.Key, out var key);
var vs = item.ToList();
st.Total = vs.Sum(e => e.Total);
st.Errors = vs.Sum(e => e.Errors);
st.TotalCost = vs.Sum(e => e.TotalCost);
st.MaxCost = vs.Max(e => e.MaxCost);
var vs2 = vs.Where(e => e.MinCost > 0).ToList();
if (vs2.Count > 0) st.MinCost = vs2.Min(e => e.MinCost);
// 强制触发种类计算
st.Valid(false);
_dayQueue.Commit(key);
}
}
private void ProcessHour(Int32 appId, DateTime time)
{
if (appId <= 0 || time.Year < 2000) return;
using var span = _tracer?.NewSpan("TraceBatchStat-Hour", time);
time = time.Date.AddHours(time.Hour);
// 统计数据。分钟级统计可能因埋点名称污染,导致产生大量数据,这里过滤要最大1000行
var list = TraceMinuteStat.FindAllByAppIdWithCache(appId, time.Date, 24 * 60 / 5 * 1000);
list = list.Where(e => e.StatTime >= time & e.StatTime < time.AddHours(1)).ToList();
if (list.Count == 0) return;
// 分组聚合,这里包含了每个接口在该小时内的所有分钟统计,需要求和
foreach (var item in list.GroupBy(e => e.ItemId))
{
if (item.Key == 0) continue;
var st = _hourQueue.GetOrAdd(time, appId, item.Key, out var key);
var vs = item.ToList();
st.Total = vs.Sum(e => e.Total);
st.Errors = vs.Sum(e => e.Errors);
st.TotalCost = vs.Sum(e => e.TotalCost);
st.MaxCost = vs.Max(e => e.MaxCost);
var vs2 = vs.Where(e => e.MinCost > 0).ToList();
if (vs2.Count > 0) st.MinCost = vs2.Min(e => e.MinCost);
_hourQueue.Commit(key);
}
}
private void ProcessMinute(Int32 appId, DateTime start, DateTime end)
{
if (appId <= 0 || start.Year < 2000 || end.Year < 2000) return;
using var span = _tracer?.NewSpan("TraceBatchStat-Minute", $"{start.ToFullString()}-{end.ToFullString()}");
// 排除项
var app = AppTracer.FindByID(appId);
var excludes = app.Excludes.Split(",", ";") ?? new String[0];
start = start.Date.AddHours(start.Hour).AddMinutes(start.Minute / 5 * 5);
end = end.Date.AddHours(end.Hour).AddMinutes(end.Minute / 5 * 5);
// 统计数据
var list = TraceData.SearchGroupAppAndName(appId, start, end);
list = list.Where(e => !e.Name.IsNullOrEmpty()).ToList();
if (list.Count == 0) return;
// 剔除指定项
list = list.Where(e => !e.Name.IsNullOrEmpty() && !excludes.Any(y => y.IsMatch(e.Name))).ToList();
// 聚合
foreach (var item in list)
{
var st = _minuteQueue.GetOrAdd(item.StatMinute, appId, item.ItemId, out var key);
st.Total = item.Total;
st.Errors = item.Errors;
st.TotalCost = item.TotalCost;
st.MaxCost = item.MaxCost;
st.MinCost = item.MinCost;
_minuteQueue.Commit(key);
}
// 聚合应用分钟统计
foreach (var item in list.GroupBy(e => e.AppId + "#" + e.StatMinute))
{
var traces = item.ToList();
var st = _appMinuteQueue.GetOrAdd(traces[0].StatMinute, traces[0].AppId, out var key);
st.Total = traces.Sum(e => e.Total);
st.Errors = traces.Sum(e => e.Errors);
st.TotalCost = traces.Sum(e => e.TotalCost);
st.MaxCost = traces.Max(e => e.MaxCost);
//st.MinCost = traces.Min(e => e.MinCost);
var vs2 = traces.Where(e => e.MinCost > 0).ToList();
if (vs2.Count > 0) st.MinCost = vs2.Min(e => e.MinCost);
_appMinuteQueue.Commit(key);
}
}
}
class DayQueue : MyQueue
{
public TraceDayStat GetOrAdd(DateTime date, Int32 appId, Int32 itemId, out String key)
{
var model = new TraceStatModel { Time = date, AppId = appId, ItemId = itemId };
key = model.Key;
return GetOrAdd(key, k => TraceDayStat.FindOrAdd(model));
}
}
class HourQueue : MyQueue
{
public TraceHourStat GetOrAdd(DateTime date, Int32 appId, Int32 itemId, out String key)
{
var model = new TraceStatModel { Time = date, AppId = appId, ItemId = itemId };
key = model.Key;
return GetOrAdd(key, k => TraceHourStat.FindOrAdd(model));
}
}
class MinuteQueue : MyQueue
{
public TraceMinuteStat GetOrAdd(DateTime date, Int32 appId, Int32 itemId, out String key)
{
var model = new TraceStatModel { Time = date, AppId = appId, ItemId = itemId };
key = model.Key;
return GetOrAdd(key, k => TraceMinuteStat.FindOrAdd(model));
}
}
class AppMinuteQueue : MyQueue
{
public AppMinuteStat GetOrAdd(DateTime date, Int32 appId, out String key)
{
var model = new TraceStatModel { Time = date, AppId = appId };
key = model.Key;
return GetOrAdd(key, k => AppMinuteStat.FindOrAdd(model));
}
}
class MyQueue : EntityDeferredQueue
{
#region 方法
/// <summary>处理一批</summary>
/// <param name="list"></param>
public override Int32 Process(IList<Object> list)
{
if (list.Count == 0) return 0;
return list.Cast<IEntity>().Update();
}
#endregion
}
}
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