194 lines
8.8 KiB
C#
194 lines
8.8 KiB
C#
namespace Monitor.Backend.Analysis;
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/// <summary>线路基础质量：RTT、丢包、抖动、连续丢包。</summary>
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public sealed class BaseModel : ServiceModelBase
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{
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private static readonly Curve s_rtt = new((30, 100), (80, 80), (150, 50), (300, 10), (500, 0));
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private static readonly Curve s_loss = new((0, 100), (0.5, 90), (1, 75), (3, 40), (10, 0));
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private static readonly Curve s_jitter = new((2, 100), (8, 85), (20, 50), (80, 0));
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private static readonly Curve s_run = new((1, 100), (3, 80), (10, 30), (30, 0));
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public override string Id => "base";
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public override string Title => "Line quality";
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public override int Version => 1;
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public override IReadOnlyList<string> Needs { get; } = ["rtt.p95", "loss.total", "jitter.down.p95", "jitter.up.p95", "loss.run_max"];
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public override ModelScore Score(MetricView view) =>
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Combine(
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view,
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[
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Dim(view, "rtt.p95", "RTT p95", 3, s_rtt),
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Dim(view, "loss.total", "Packet loss", 4, s_loss),
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Dim(view, "jitter.down.p95", "Jitter (down)", 1.5, s_jitter),
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Dim(view, "jitter.up.p95", "Jitter (up)", 1.5, s_jitter),
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Dim(view, "loss.run_max", "Longest loss run", 1, s_run),
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],
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estimated: false);
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}
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/// <summary>
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/// Minecraft：TCP 上不会丢包，丢包表现为重传和卡顿（队头阻塞）。
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/// 没有 tcp_echo 数据时，用 udp_echo 的丢包与 RTT 代入简化的 TCP 恢复模型估算，并标记为 estimated。
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/// </summary>
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public sealed class McModel : ServiceModelBase
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{
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private static readonly Curve s_rtt = new((40, 100), (100, 80), (200, 45), (400, 5), (600, 0));
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private static readonly Curve s_stallRate = new((0, 100), (1, 90), (5, 60), (20, 20), (60, 0));
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private static readonly Curve s_stallMax = new((150, 100), (500, 60), (2000, 10), (5000, 0));
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private static readonly Curve s_retrans = new((0.1, 100), (1, 80), (3, 50), (10, 0));
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public override string Id => "mc";
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public override string Title => "Minecraft";
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public override int Version => 1;
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public override IReadOnlyList<string> Needs { get; } = ["tcp.rtt.p95", "tcp.stall.per_min", "tcp.stall_max", "tcp.retrans"];
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public override ModelScore Score(MetricView view)
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{
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bool hasTcp = view.Has("tcp.rtt.p95") || view.Has("tcp.stall.per_min");
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if (hasTcp)
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{
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return Combine(
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view,
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[
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Dim(view, "tcp.rtt.p95", "TCP RTT p95", 3, s_rtt),
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Dim(view, "tcp.stall.per_min", "Stalls per minute", 3, s_stallRate),
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Dim(view, "tcp.stall_max", "Longest stall", 2, s_stallMax),
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Dim(view, "tcp.retrans", "Retransmissions", 2, s_retrans),
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],
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estimated: false);
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}
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if (view.Get("loss.total") is not { } lossPct || view.Get("rtt.p95") is not { } rttMs)
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{
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return Combine(view, [], estimated: true);
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}
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// 一个丢失的包至少造成一次约 max(200 ms, 2·RTT) 的卡顿；约一半能被快速重传恢复。
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const double messagesPerMinute = 1200;
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double stallsPerMin = lossPct / 100 * messagesPerMinute * 0.5;
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double stallMs = lossPct > 0 ? Math.Max(200, 2 * rttMs) * (1 + (view.Get("loss.run_max") ?? 1) / 3) : 0;
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var estimate = new MetricView(new Dictionary<string, double>
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{
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["tcp.rtt.p95"] = rttMs + (lossPct > 0 ? Math.Max(200, 2 * rttMs) * lossPct / 100 * 5 : 0),
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["tcp.stall.per_min"] = stallsPerMin,
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["tcp.stall_max"] = stallMs,
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["tcp.retrans"] = lossPct,
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})
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{
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MeasuredOnServicePort = view.MeasuredOnServicePort,
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};
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return Combine(
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estimate,
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[
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Dim(estimate, "tcp.rtt.p95", "TCP RTT p95 (estimated)", 3, s_rtt),
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Dim(estimate, "tcp.stall.per_min", "Stalls per minute (estimated)", 3, s_stallRate),
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Dim(estimate, "tcp.stall_max", "Longest stall (estimated)", 2, s_stallMax),
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Dim(estimate, "tcp.retrans", "Retransmissions (estimated)", 2, s_retrans),
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],
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estimated: true,
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"estimated_from_udp");
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}
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}
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/// <summary>
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/// Hysteria2（Brutal 固定码率）：有 hy2_ladder 测试结果时，用可持续码率、有效吞吐和限速开始的位置评分；
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/// 没有测试时，只能用持续的 udp_echo 趋势粗略估算，并标记为 estimated。
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/// </summary>
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public sealed class Hy2Model : ServiceModelBase
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{
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private static readonly Curve s_sustainable = new((0, 0), (10, 30), (25, 60), (50, 80), (100, 100));
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private static readonly Curve s_qosOnset = new((10, 20), (25, 50), (50, 75), (100, 95));
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private static readonly Curve s_loss = new((0, 100), (1, 85), (3, 60), (8, 20), (15, 0));
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private static readonly Curve s_jitter = new((3, 100), (10, 80), (30, 40), (100, 0));
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private static readonly Curve s_rtt = new((40, 100), (120, 80), (250, 40), (500, 0));
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public override string Id => "hy2";
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public override string Title => "Hysteria2";
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public override int Version => 1;
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public override IReadOnlyList<string> Needs { get; } = ["hy2.sustainable_mbps", "hy2.effective_mbps", "hy2.qos_onset_mbps", "loss.total", "jitter.down.p95", "rtt.p95"];
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public override ModelScore Score(MetricView view)
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{
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var dimensions = new List<ModelDimension>();
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bool hasTest = view.Has("hy2.sustainable_mbps");
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if (hasTest)
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{
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dimensions.Add(Dim(view, "hy2.sustainable_mbps", "Sustainable rate (loss ≤ 5%)", 4, s_sustainable));
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dimensions.Add(Dim(view, "hy2.effective_mbps", "Effective throughput", 2, s_sustainable));
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dimensions.Add(view.Get("hy2.qos_onset_mbps") is { } onset
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? new ModelDimension("hy2.qos_onset_mbps", "Throttling onset", 2, onset, s_qosOnset.Evaluate(onset))
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: new ModelDimension("hy2.qos_onset_mbps", "Throttling onset", 2, null, 100));
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}
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dimensions.Add(Dim(view, "loss.total", "Packet loss (trend)", hasTest ? 1.5 : 4, s_loss));
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dimensions.Add(Dim(view, "jitter.down.p95", "Jitter (down)", hasTest ? 0.5 : 1.5, s_jitter));
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dimensions.Add(Dim(view, "rtt.p95", "RTT p95", hasTest ? 0.5 : 1.5, s_rtt));
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return Combine(view, dimensions, estimated: !hasTest, hasTest ? [] : ["no_load_test"]);
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}
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}
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/// <summary>REALITY（TLS 伪装的 TCP 代理）：握手成功率与耗时、长连接稳定性、批量吞吐与重传。</summary>
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public sealed class RealityModel : ServiceModelBase
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{
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private static readonly Curve s_success = new((80, 10), (95, 60), (99, 90), (100, 100));
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private static readonly Curve s_tls = new((150, 100), (400, 80), (1000, 40), (3000, 0));
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private static readonly Curve s_resets = new((0, 100), (1, 80), (4, 40), (12, 0));
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private static readonly Curve s_bulk = new((10, 30), (100, 60), (400, 85), (800, 100));
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private static readonly Curve s_retrans = new((0.1, 100), (1, 80), (3, 50), (10, 0));
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private static readonly Curve s_rtt = new((40, 100), (120, 80), (250, 40), (500, 0));
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public override string Id => "reality";
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public override string Title => "REALITY";
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public override int Version => 1;
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public override IReadOnlyList<string> Needs { get; } =
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["connect.success", "connect.tls_ms.p95", "hold.resets.per_h", "tcp.bulk.peak.max", "tcp.retrans", "tcp.rtt.p95"];
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public override ModelScore Score(MetricView view)
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{
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bool hasSession = view.Has("connect.success");
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return Combine(
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view,
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[
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Dim(view, "connect.success", "Connect success", 3, s_success),
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Dim(view, "connect.tls_ms.p95", "TLS handshake p95", 2, s_tls),
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Dim(view, "hold.resets.per_h", "Held connection resets", 2, s_resets),
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Dim(view, "tcp.bulk.peak.max", "Peak bulk throughput", 2, s_bulk),
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Dim(view, "tcp.retrans", "Retransmissions", 1, s_retrans),
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Dim(view, "tcp.rtt.p95", "TCP RTT p95", 1, s_rtt),
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],
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estimated: !hasSession,
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hasSession ? [] : ["no_connect_data"]);
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}
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}
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public static class ModelRegistry
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{
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public static readonly IReadOnlyList<IServiceModel> All = [new BaseModel(), new McModel(), new Hy2Model(), new RealityModel()];
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public static IServiceModel? Find(string id) => All.FirstOrDefault(m => m.Id == id);
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/// <summary>计算全部模型的评分（score.<模型id>）。</summary>
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public static Dictionary<string, ModelScore> ScoreAll(MetricView view)
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{
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var scores = new Dictionary<string, ModelScore>(StringComparer.Ordinal);
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foreach (IServiceModel model in All)
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{
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scores[model.Id] = model.Score(view);
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}
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return scores;
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}
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}
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