feat: publish one-shot EM trajectories

This commit is contained in:
梁薄云
2026-08-04 11:55:20 +08:00
parent 7410654e68
commit 019b89645a
5 changed files with 730 additions and 1 deletions
@@ -0,0 +1,209 @@
using System;
using System.Collections.Generic;
using System.Threading;
using MultiWheelC.TrajectoryPlanning.CoarsePath;
namespace MultiWheelC.TrajectoryPlanning.EMPlanner;
/// <summary>Runs one deterministic EM LS/ST planning pipeline and publishes only independently validated trajectories.</summary>
public sealed class EmPlanningService : IEmPlanningService
{
private readonly IQpSolver qpSolver;
private readonly IEmPlannerDebugSink defaultDebugSink;
public EmPlanningService(IQpSolver qpSolver, IEmPlannerDebugSink defaultDebugSink = null)
{
this.qpSolver = qpSolver ?? throw new ArgumentNullException(nameof(qpSolver));
this.defaultDebugSink = defaultDebugSink;
}
public EmPlanningResult Plan(EmPlanningRequest request, CancellationToken cancellationToken)
{
if (cancellationToken.IsCancellationRequested)
return Failure(EmPlanningStatus.Cancelled, request, "Planning was cancelled before request validation.");
EmPlanningRequestValidationResult requestValidation = EmPlanningRequestValidator.Validate(request);
if (!requestValidation.IsValid)
return Failure(requestValidation.Status, request, requestValidation.FailureReason);
EmPlannerConfiguration configuration = requestValidation.Snapshot.Configuration;
EmitDebug(request, "request/config validation succeeded");
try
{
IReadOnlyList<DirectionSegmentView> segments = ReferencePathSegmenter.Create(request.ReferencePath);
if (request.SegmentIndex < 0 || request.SegmentIndex >= segments.Count)
return Failure(EmPlanningStatus.InvalidReferencePath, request, "The requested direction segment is unavailable.");
DirectionSegmentView segment = segments[request.SegmentIndex];
if (!HasCompatibleStateDirection(request.VehicleState, segment.Direction,
configuration.Longitudinal.StopSpeedToleranceMetersPerSecond))
{
return Failure(EmPlanningStatus.StateDirectionMismatch, request,
"Vehicle signed speed contradicts the selected direction segment.");
}
EmitDebug(request, "direction-segment selection succeeded");
var projector = new FrenetProjector();
if (!projector.TryProject(request.VehicleState.Pose, segment, 0d, segment.LengthMeters,
configuration.Frenet.MaximumProjectionDistanceMeters, 0d, out FrenetProjection startProjection))
{
return Failure(EmPlanningStatus.ProjectionFailed, request,
"Vehicle pose could not be projected inside the selected direction segment.");
}
EmitDebug(request, "bounded ego projection succeeded");
double initialProgressSpeed = Math.Abs(request.VehicleState.SignedLongitudinalSpeedMetersPerSecond);
double initialAcceleration = request.VehicleState.LongitudinalAccelerationMetersPerSecondSquared ?? 0d;
var horizonSelector = new PlanningHorizonSelector();
EmPlanningStatus horizonStatus = horizonSelector.Select(segment, startProjection.ReferenceS, initialProgressSpeed,
initialAcceleration, configuration, out PlanningHorizonSelection horizon, out string horizonReason);
if (horizonStatus != EmPlanningStatus.Success)
return Failure(horizonStatus, request, horizonReason);
ReferenceHorizonSlice slice = ReferenceHorizonSlicer.Slice(segment, horizon.TerminalReferenceS);
EmitDebug(request, "exact horizon and terminal selection succeeded");
IReadOnlyList<FrenetProjection> previousSeed = ProjectPreviousTrajectorySeed(request.PreviousTrajectory, segment,
startProjection.ReferenceS, horizon.TerminalReferenceS, configuration.Frenet.MaximumProjectionDistanceMeters);
var corridorSeed = new List<FrenetProjection>(previousSeed.Count + 1) { startProjection };
for (int index = 0; index < previousSeed.Count; index++) corridorSeed.Add(previousSeed[index]);
EmitDebug(request, "previous-trajectory seed projection completed");
var corridorBuilder = new StaticCorridorBuilder();
if (!corridorBuilder.TryBuild(segment, startProjection.ReferenceS, slice.TerminalBoundary.SegmentLocalS, corridorSeed,
request.Map, request.Vehicle, configuration.Corridor, out StaticCorridor corridor, out string corridorReason))
{
return Failure(EmPlanningStatus.CorridorInfeasible, request, corridorReason);
}
EmitDebug(request, "static connected corridor succeeded");
var lateralInput = new LateralPlanningInput(segment, corridor, startProjection, horizon.TerminalType,
request.Vehicle, configuration, previousSeed);
LateralPlanningResult lateral = new LateralPlanner(qpSolver).Plan(lateralInput, cancellationToken);
if (!IsSuccess(lateral.Status))
return Failure(lateral.Status, request, lateral.FailureReason);
EmitDebug(request, "LS optimization and validation succeeded");
var longitudinalInput = new LongitudinalPlanningInput(lateral.Path, segment.Direction, initialProgressSpeed,
initialAcceleration, horizon.TerminalType, configuration, Array.Empty<double>(), Array.Empty<double>());
EmPlanningStatus envelopeStatus = new PathSpeedLimitBuilder().Build(longitudinalInput, out _, out string envelopeReason);
if (envelopeStatus != EmPlanningStatus.Success)
return Failure(envelopeStatus, request, envelopeReason);
EmitDebug(request, "PathS speed envelope succeeded");
LongitudinalPlanningResult longitudinal = new LongitudinalPlanner(qpSolver).Plan(longitudinalInput, cancellationToken);
if (!IsSuccess(longitudinal.Status))
return Failure(longitudinal.Status, request, longitudinal.FailureReason);
EmitDebug(request, "ST optimization and validation succeeded");
var metadata = new EmTrajectoryMetadata(request.OutputTrajectoryId, request.RequestedAtUtc, request.EffectiveAtUtc,
request.Map.SnapshotId, request.ReferencePathId, request.VehicleState.SequenceId, request.PreviousTrajectoryId,
segment.SegmentIndex, segment.Direction, horizon.TerminalType);
EmTrajectory trajectory = new EmTrajectoryAssembler(configuration).Assemble(lateral.Path, longitudinal, metadata);
EmitDebug(request, "trajectory assembly succeeded");
EmTrajectoryValidationResult publication = new EmTrajectoryValidator().Validate(trajectory, request.Map,
request.Vehicle, configuration, segment.SegmentIndex, longitudinalInput.TerminalPathS,
slice.TerminalBoundary.BoundaryType);
if (!publication.IsValid)
{
return Failure(EmPlanningStatus.ValidationFailed, request,
publication.Failure + " at point " + publication.PointIndex + ": " + publication.Message);
}
EmitDebug(request, "world-space publication validation succeeded");
EmPlanningStatus finalStatus = lateral.Status == EmPlanningStatus.SuccessWithFallback ||
longitudinal.Status == EmPlanningStatus.SuccessWithFallback
? EmPlanningStatus.SuccessWithFallback
: EmPlanningStatus.Success;
return new EmPlanningResult(finalStatus, trajectory,
DiagnosticsPrefix(request) + ";terminal=" + horizon.TerminalType + ";publication=validated");
}
catch (OperationCanceledException)
{
return Failure(EmPlanningStatus.Cancelled, request, "Planning was cancelled.");
}
catch (ArgumentException exception)
{
return Failure(EmPlanningStatus.Failed, request, exception.Message);
}
catch (InvalidOperationException exception)
{
return Failure(EmPlanningStatus.Failed, request, exception.Message);
}
}
private void EmitDebug(EmPlanningRequest request, string message)
{
if (defaultDebugSink == null || request == null || request.Configuration == null || request.Configuration.Solver == null ||
!request.Configuration.Solver.NativeVerbose)
{
return;
}
try
{
defaultDebugSink.Write(message ?? string.Empty);
}
catch
{
// Debug output is deliberately isolated from pure planning results.
}
}
private static IReadOnlyList<FrenetProjection> ProjectPreviousTrajectorySeed(EmTrajectory previousTrajectory,
DirectionSegmentView segment, double minimumReferenceS, double maximumReferenceS, double maximumDistanceMeters)
{
var projected = new List<FrenetProjection>();
if (previousTrajectory == null || previousTrajectory.Metadata.SegmentIndex != segment.SegmentIndex ||
previousTrajectory.Metadata.Direction != segment.Direction)
{
return projected;
}
var projector = new FrenetProjector();
double seedReferenceS = minimumReferenceS;
for (int index = 0; index < previousTrajectory.Points.Count; index++)
{
EmTrajectoryPoint point = previousTrajectory.Points[index];
if (point == null || point.TimeFromStart <= 0d || point.Direction != segment.Direction)
continue;
if (projector.TryProject(new Pose2D(point.X, point.Y, point.Yaw), segment, minimumReferenceS,
maximumReferenceS, maximumDistanceMeters, seedReferenceS, out FrenetProjection projection))
{
projected.Add(projection);
seedReferenceS = projection.ReferenceS;
}
}
return projected;
}
private static bool HasCompatibleStateDirection(VehicleMotionState state, TravelDirection direction, double stopTolerance)
{
if (state == null || double.IsNaN(stopTolerance) || double.IsInfinity(stopTolerance) || stopTolerance < 0d)
return false;
if (Math.Abs(state.SignedLongitudinalSpeedMetersPerSecond) <= stopTolerance)
return true;
return direction == TravelDirection.Forward
? state.SignedLongitudinalSpeedMetersPerSecond > 0d
: state.SignedLongitudinalSpeedMetersPerSecond < 0d;
}
private static bool IsSuccess(EmPlanningStatus status)
{
return status == EmPlanningStatus.Success || status == EmPlanningStatus.SuccessWithFallback;
}
private static EmPlanningResult Failure(EmPlanningStatus status, EmPlanningRequest request, string reason)
{
return new EmPlanningResult(status, null, DiagnosticsPrefix(request) + ";reason=" + (reason ?? string.Empty));
}
private static string DiagnosticsPrefix(EmPlanningRequest request)
{
if (request == null)
return "map=;reference=;state=;previous=;segment=";
return "map=" + (request.Map == null ? string.Empty : request.Map.SnapshotId.ToString()) +
";reference=" + (request.ReferencePathId ?? string.Empty) +
";state=" + (request.VehicleState == null ? string.Empty : request.VehicleState.SequenceId.ToString()) +
";previous=" + (request.PreviousTrajectoryId ?? string.Empty) +
";segment=" + request.SegmentIndex;
}
}
@@ -0,0 +1,9 @@
using System.Threading;
namespace MultiWheelC.TrajectoryPlanning.EMPlanner;
/// <summary>Pure, one-shot EM planning boundary with no scheduler, UI, hardware, or clock dependency.</summary>
public interface IEmPlanningService
{
EmPlanningResult Plan(EmPlanningRequest request, CancellationToken cancellationToken);
}
@@ -214,3 +214,132 @@ dotnet run --project ClumsyPilot/tests/EMPlannerVerificationHost/EMPlannerVerifi
该门禁依次验证 LS 模型、脚本化 SQP 状态机,以及在干净复制 plugin bundle 中运行的真实 OSQP
固定场景:前进/倒车直线、缓弯、静态障碍收窄的种子连通走廊、换向终端和滚动终端。每个真实
场景运行两次,状态、点数和全部数值输出必须在 `1e-10` 内一致。
## ST、完整轨迹与单次服务
ST 只消费 LS 已复核的实际 `PathS`,而不把 `ReferenceS` 当作行驶距离。它在固定时间 knot 上
求解非负进度速度 `u`、加速度和 jerk,并在所有终端硬约束 `PathS=terminalPathS``u=0`
速度包络取方向限速、横向加速度、曲率率和停车包络中的最小值。成功的轨迹始终包含精确零速终端,
随后按 `0.05 s` 间隔提供 `0.20 s` 的同姿态、零速度 hold tail。
公开门面仅提供单次、同步且可取消的调用:
```csharp
EmPlanningResult Plan(EmPlanningRequest request, CancellationToken cancellationToken);
```
`EmPlanningService` 不负责周期调度、版本淘汰、轨迹执行、换向状态机、控制适配、UI 或硬件读取。
它只使用请求提供的 `RequestedAtUtc` / `EffectiveAtUtc`,绝不读取系统时钟或当前工作目录。处理顺序固定为:
```text
request/config validation
-> direction-segment selection
-> bounded ego projection
-> PlanningHorizonSelector exact terminal
-> previous-trajectory seed projection
-> static connected corridor
-> LS optimization and validation
-> PathS speed envelope
-> ST optimization and validation
-> immutable trajectory assembly
-> world-space publication validation
-> immutable result publication
```
### 请求快照
`EmPlanningRequest` 的构造参数依次为:已发布的 `PathSmoothingResult`、同版本的
`PlanningGridMap``VehicleParameters`、不可变 `VehicleMotionState``EmPlannerConfiguration`
当前 `SegmentIndex`、可选 `PreviousTrajectory``RequestedAtUtc``EffectiveAtUtc`、输出轨迹 ID、
参考路径 ID、上一轨迹 ID,以及 `EmMotionModel.NonholonomicForwardReverse`。状态快照中的正带符号
速度表示前进,负值表示倒车;绝对值不大于 `StopSpeedToleranceMetersPerSecond` 时按停车处理。
服务会复制配置和各规划输入,不修改请求所属对象或列表。结果诊断(`FailureReason`)总是以以下稳定
标识开始,方便调用方审计版本绑定:
```text
map=<MapSnapshotId>;reference=<ReferencePathId>;state=<VehicleState.SequenceId>;
previous=<PreviousTrajectoryId>;segment=<SegmentIndex>
```
### 结果、字段和单位
`EmPlanningResult` 只有 `Success``SuccessWithFallback` 时才携带不可变 `EmTrajectory`;所有失败状态
都携带空轨迹。`EmTrajectory.Metadata` 包含轨迹 ID、生成/生效时间、地图 ID、参考路径 ID、状态序列、
上一轨迹 ID、方向段、方向和终端类型。每个公开 `EmTrajectoryPoint` 字段如下:
| 字段 | 单位 / 符号 |
| --- | --- |
| `X`, `Y` | 世界坐标 m |
| `Yaw` | 车辆车头世界航向 rad,归一化到 `[-PI, PI)` |
| `SignedLongitudinalVelocity` | 车体纵向 m/s;前进为正,倒车为负;权威速度字段 |
| `Speed` | `abs(SignedLongitudinalVelocity)`m/s,非负 |
| `VelocityX`, `VelocityY` | 世界速度 m/s;分别等于 `signedV*cos(Yaw)``signedV*sin(Yaw)` |
| `YawRate` | rad/s,逆时针为正;等于 `signedV*VehicleCurvature` |
| `TimeFromStart` | 从本条轨迹生效时刻起的 s,严格递增 |
| `VehicleCurvature` | 车辆曲率 `1/m`;倒车时已按车头 yaw 符号转换 |
| `SegmentIndex`, `SegmentLocalS`, `PathS` | 当前方向段标识与局部实际进度 m;`PathS` 不递减 |
| `Direction`, `BoundaryType` | `Forward` / `Reverse``None``RollingSafetyStop``GearSwitchApproach``Goal` |
冗余速度字段不可独立赋值;组装器从权威 `signedV``VehicleCurvature` 派生它们,发布前
`EmTrajectoryValidator` 再独立复算。验证器还会重算有限差分加速度、jerk、曲率率,逐点调用完整
车体姿态检查,并以最大 `0.025 m` 中心步长检查每个相邻点的扫掠运动。
终端类型固定为:
| `EmTerminalType` | 含义 |
| --- | --- |
| `RollingSafetyStop` | 当前规划窗口未到分段边界时的安全停车终端 |
| `GearSwitch` | 当前方向段末端的精确停车;执行层随后拥有换向状态机 |
| `Goal` | 最后方向段末端的精确停车 |
状态为 `Success``SuccessWithFallback``InvalidInput``UnsupportedMotionMode``StaleVehicleState`
`StateDirectionMismatch``InvalidReferencePath``ProjectionFailed``CorridorInfeasible`
`LateralInfeasible``LongitudinalInfeasible``StoppingDistanceInsufficient``SolverUnavailable`
`SolverTimedOut``Cancelled``ValidationFailed``Superseded``Failed`。除前两项外,全部状态
均发布空轨迹和确定性诊断。
### 最小调用示例
调用方先在规划边界外获取地图、平滑路径和车辆状态快照;下面的对象均为该步骤已经准备好的不可变输入:
```csharp
var service = new EmPlanningService(qpSolver);
var forwardRequest = new EmPlanningRequest(
publishedSmoothingResult, planningMap, vehicle, forwardState, configuration,
segmentIndex: 0, previousTrajectory: null,
requestedAtUtc: capturedRequestTime, effectiveAtUtc: effectiveTime,
outputTrajectoryId: "traj-100", referencePathId: "path-17", previousTrajectoryId: "",
motionModel: EmMotionModel.NonholonomicForwardReverse);
EmPlanningResult forward = service.Plan(forwardRequest, cancellationToken);
```
倒车不需要额外翻转横向坐标或世界速度;选择倒车方向段并把状态带符号速度设为负即可:
```csharp
var reverseState = new VehicleMotionState(reversePose, -0.05d, null, capturedRequestTime, sequenceId: 44);
var reverseRequest = new EmPlanningRequest(
publishedSmoothingResult, planningMap, vehicle, reverseState, configuration,
segmentIndex: 1, previousTrajectory: forward.Trajectory,
requestedAtUtc: capturedRequestTime, effectiveAtUtc: effectiveTime,
outputTrajectoryId: "traj-101", referencePathId: "path-17", previousTrajectoryId: "traj-100",
motionModel: EmMotionModel.NonholonomicForwardReverse);
EmPlanningResult reverse = service.Plan(reverseRequest, cancellationToken);
```
在仓库根目录运行完整单次服务门禁:
```powershell
dotnet run --project ClumsyPilot/tests/EMPlannerVerificationHost/EMPlannerVerificationHost.csproj -- em-core-all
```
成功输出依次为:
```text
PASS longitudinal-model
PASS longitudinal-integration
PASS trajectory
PASS em-planning-service
```
@@ -0,0 +1,367 @@
using System;
using System.Collections.Generic;
using System.Reflection;
using System.Threading;
using EMPlannerVerificationHost;
using MultiWheelC.TrajectoryPlanning.CoarsePath;
using MultiWheelC.TrajectoryPlanning.Mapping;
using MultiWheelC.TrajectoryPlanning.PathSmoothing;
namespace MultiWheelC.TrajectoryPlanning.EMPlanner;
internal static class EmPlanningServiceChecks
{
public static void Run()
{
VerifiesForwardReverseAndBoundarySuccessesAreDeterministic();
VerifiesRequestAndStateFailuresPublishNoTrajectory();
VerifiesProjectionCorridorAndOptimizationFailuresPublishNoTrajectory();
VerifiesTimeoutFallbackAndCancellationSemantics();
VerifiesPublicationFailureAndDebugIsolation();
}
private static void VerifiesForwardReverseAndBoundarySuccessesAreDeterministic()
{
EmPlanningRequest forwardRequest = CreateRequest(TravelDirection.Forward, 0d, false, false);
var forwardService = new EmPlanningService(new ScriptedPipelineSolver(PipelineSolverMode.Success));
EmPlanningResult firstForward = forwardService.Plan(forwardRequest, CancellationToken.None);
EmPlanningResult secondForward = forwardService.Plan(forwardRequest, CancellationToken.None);
VerifySuccess(firstForward, forwardRequest, EmTerminalType.Goal, "forward");
VerifySuccess(secondForward, forwardRequest, EmTerminalType.Goal, "forward repeat");
VerifySameTrajectory(firstForward, secondForward, "forward deterministic result");
Verification.Equal(2, forwardRequest.ReferencePath.Path.Count, "request-owned reference list remains unchanged");
EmPlanningRequest reverseRequest = CreateRequest(TravelDirection.Reverse, 0d, false, false);
EmPlanningResult reverse = new EmPlanningService(new ScriptedPipelineSolver(PipelineSolverMode.Success)).Plan(reverseRequest,
CancellationToken.None);
VerifySuccess(reverse, reverseRequest, EmTerminalType.Goal, "reverse");
Verification.True(reverse.Trajectory.Points[1].SignedLongitudinalVelocity < 0d,
"reverse service publishes negative signed velocity");
EmPlanningRequest gearRequest = CreateRequest(TravelDirection.Forward, 0d, true, false);
EmPlanningResult gear = new EmPlanningService(new ScriptedPipelineSolver(PipelineSolverMode.Success)).Plan(gearRequest,
CancellationToken.None);
VerifySuccess(gear, gearRequest, EmTerminalType.GearSwitch, "gear switch");
EmPlanningRequest rollingRequest = CreateRequest(TravelDirection.Forward, 0d, false, true);
EmPlanningResult rolling = new EmPlanningService(new ScriptedPipelineSolver(PipelineSolverMode.Success)).Plan(rollingRequest,
CancellationToken.None);
VerifySuccess(rolling, rollingRequest, EmTerminalType.RollingSafetyStop, "rolling stop");
}
private static void VerifiesRequestAndStateFailuresPublishNoTrajectory()
{
EmPlanningRequest invalidSmoothing = CreateRequest(TravelDirection.Forward, 0d, false, false,
PathSmoothingResult.Failure(PathSmoothingStatus.Failed, new PathSmoothingDiagnostics()));
VerifyFailure(new EmPlanningService(new ScriptedPipelineSolver(PipelineSolverMode.Success)).Plan(invalidSmoothing,
CancellationToken.None), EmPlanningStatus.InvalidReferencePath, "invalid smoothing");
EmPlanningRequest stale = CreateRequest(TravelDirection.Forward, 0d, false, false);
stale = ReplaceState(stale, new VehicleMotionState(new Pose2D(0d, 0d, 0d), 0d, null,
stale.RequestedAtUtc.AddSeconds(-1d), stale.VehicleState.SequenceId));
VerifyFailure(new EmPlanningService(new ScriptedPipelineSolver(PipelineSolverMode.Success)).Plan(stale,
CancellationToken.None), EmPlanningStatus.StaleVehicleState, "stale state");
EmPlanningRequest directionMismatch = CreateRequest(TravelDirection.Reverse, 0.02d, false, false);
VerifyFailure(new EmPlanningService(new ScriptedPipelineSolver(PipelineSolverMode.Success)).Plan(directionMismatch,
CancellationToken.None), EmPlanningStatus.StateDirectionMismatch, "state direction mismatch");
}
private static void VerifiesProjectionCorridorAndOptimizationFailuresPublishNoTrajectory()
{
EmPlanningRequest projectionFailure = CreateRequest(TravelDirection.Forward, 0d, false, false);
projectionFailure = ReplaceState(projectionFailure, new VehicleMotionState(new Pose2D(1d, 0d, 0d), 0d, null,
projectionFailure.RequestedAtUtc, projectionFailure.VehicleState.SequenceId));
VerifyFailure(new EmPlanningService(new ScriptedPipelineSolver(PipelineSolverMode.Success)).Plan(projectionFailure,
CancellationToken.None), EmPlanningStatus.ProjectionFailed, "bounded projection failure");
EmPlanningRequest corridorFailure = CreateRequest(TravelDirection.Forward, 0d, false, false,
referencePath: null, map: CreateMap(true));
VerifyFailure(new EmPlanningService(new ScriptedPipelineSolver(PipelineSolverMode.Success)).Plan(corridorFailure,
CancellationToken.None), EmPlanningStatus.CorridorInfeasible, "corridor infeasible");
EmPlanningRequest stoppingFailure = CreateRequest(TravelDirection.Forward, 0.20d, false, false);
VerifyFailure(new EmPlanningService(new ScriptedPipelineSolver(PipelineSolverMode.Success)).Plan(stoppingFailure,
CancellationToken.None), EmPlanningStatus.StoppingDistanceInsufficient, "stopping distance insufficient");
EmPlanningRequest regular = CreateRequest(TravelDirection.Forward, 0d, false, false);
VerifyFailure(new EmPlanningService(new ScriptedPipelineSolver(PipelineSolverMode.LateralInfeasible)).Plan(regular,
CancellationToken.None), EmPlanningStatus.LateralInfeasible, "lateral infeasible");
VerifyFailure(new EmPlanningService(new ScriptedPipelineSolver(PipelineSolverMode.LongitudinalInfeasible)).Plan(regular,
CancellationToken.None), EmPlanningStatus.LongitudinalInfeasible, "longitudinal infeasible");
VerifyFailure(new EmPlanningService(new ScriptedPipelineSolver(PipelineSolverMode.SolverUnavailable)).Plan(regular,
CancellationToken.None), EmPlanningStatus.SolverUnavailable, "solver unavailable");
}
private static void VerifiesTimeoutFallbackAndCancellationSemantics()
{
EmPlanningRequest request = CreateRequest(TravelDirection.Forward, 0d, false, false);
VerifyFailure(new EmPlanningService(new ScriptedPipelineSolver(PipelineSolverMode.TimeoutWithoutFallback)).Plan(request,
CancellationToken.None), EmPlanningStatus.SolverTimedOut, "timeout without fallback");
EmPlanningResult fallback = new EmPlanningService(new ScriptedPipelineSolver(PipelineSolverMode.TimeoutWithFallback)).Plan(
request, CancellationToken.None);
Verification.Equal(EmPlanningStatus.SuccessWithFallback, fallback.Status, "timeout uses only strict fallback");
Verification.True(fallback.Trajectory != null && fallback.Trajectory.Points.Count > 0,
"timeout fallback publishes a complete trajectory");
using (var cancellation = new CancellationTokenSource())
{
cancellation.Cancel();
VerifyFailure(new EmPlanningService(new ScriptedPipelineSolver(PipelineSolverMode.Success)).Plan(request,
cancellation.Token), EmPlanningStatus.Cancelled, "cancellation");
}
}
private static void VerifiesPublicationFailureAndDebugIsolation()
{
EmPlanningRequest validationFailure = CreateRequest(TravelDirection.Forward, 0d, false, false);
VerifyFailure(new EmPlanningService(new ScriptedPipelineSolver(PipelineSolverMode.PublicationValidationFailure,
validationFailure.Map)).Plan(validationFailure, CancellationToken.None), EmPlanningStatus.ValidationFailed,
"publication validation failure");
EmPlanningRequest debugRequest = CreateRequest(TravelDirection.Forward, 0d, false, false);
debugRequest.Configuration.Solver.NativeVerbose = true;
EmPlanningResult debugIsolated = new EmPlanningService(new ScriptedPipelineSolver(PipelineSolverMode.Success),
new ThrowingDebugSink()).Plan(debugRequest, CancellationToken.None);
VerifySuccess(debugIsolated, debugRequest, EmTerminalType.Goal, "debug-sink isolation");
}
private static void VerifySuccess(EmPlanningResult result, EmPlanningRequest request, EmTerminalType terminalType,
string name)
{
Verification.True(result.Status == EmPlanningStatus.Success || result.Status == EmPlanningStatus.SuccessWithFallback,
name + " successful status: " + result.FailureReason);
Verification.True(result.Trajectory != null && result.Trajectory.Metadata.TerminalType == terminalType,
name + " terminal type");
string identifiers = "map=" + request.Map.SnapshotId + ";reference=" + request.ReferencePathId + ";state=" +
request.VehicleState.SequenceId + ";previous=" + request.PreviousTrajectoryId + ";segment=" + request.SegmentIndex;
Verification.True(result.FailureReason.IndexOf(identifiers, StringComparison.Ordinal) >= 0,
name + " preserves request identifiers in deterministic diagnostics");
}
private static void VerifyFailure(EmPlanningResult result, EmPlanningStatus expected, string name)
{
Verification.Equal(expected, result.Status, name + " status: " + result.FailureReason);
Verification.True(result.Trajectory == null, name + " publishes no partial trajectory");
}
private static void VerifySameTrajectory(EmPlanningResult left, EmPlanningResult right, string name)
{
Verification.Equal(left.Status, right.Status, name + " status");
Verification.Equal(left.Trajectory.Points.Count, right.Trajectory.Points.Count, name + " point count");
for (int index = 0; index < left.Trajectory.Points.Count; index++)
{
EmTrajectoryPoint first = left.Trajectory.Points[index];
EmTrajectoryPoint second = right.Trajectory.Points[index];
Verification.NearlyEqual(first.X, second.X, name + " X " + index);
Verification.NearlyEqual(first.Y, second.Y, name + " Y " + index);
Verification.NearlyEqual(first.TimeFromStart, second.TimeFromStart, name + " time " + index);
Verification.NearlyEqual(first.SignedLongitudinalVelocity, second.SignedLongitudinalVelocity,
name + " signed speed " + index);
}
}
private static EmPlanningRequest CreateRequest(TravelDirection direction, double signedSpeed, bool endsAtGearSwitch,
bool rolling, PathSmoothingResult? referencePath = null, PlanningGridMap? map = null)
{
DateTimeOffset requestedAtUtc = DateTimeOffset.UnixEpoch.AddSeconds(10d);
EmPlannerConfiguration configuration = EmPlannerConfiguration.CreateDefault();
configuration.Solver.MaximumOuterIterations = 2;
configuration.Scheduling.SolverTimeoutSeconds = 1d;
if (rolling)
configuration.Scheduling.DistanceHorizonMeters = 0.003d;
return new EmPlanningRequest(referencePath ?? CreateReferencePath(direction, endsAtGearSwitch), map ?? CreateMap(false),
new VehicleParameters
{
LengthMeters = 0.10d,
WidthMeters = 0.10d,
SafetyMarginMeters = 0d,
MaximumCurvaturePerMeter = 1d,
},
new VehicleMotionState(new Pose2D(0d, 0d, 0d), signedSpeed, 0d, requestedAtUtc, 7L), configuration, 0,
null, requestedAtUtc, requestedAtUtc, "output-trajectory", "reference-42", "prior-42",
EmMotionModel.NonholonomicForwardReverse);
}
private static EmPlanningRequest ReplaceState(EmPlanningRequest source, VehicleMotionState state)
{
return new EmPlanningRequest(source.ReferencePath, source.Map, source.Vehicle, state, source.Configuration,
source.SegmentIndex, source.PreviousTrajectory, source.RequestedAtUtc, source.EffectiveAtUtc,
source.OutputTrajectoryId, source.ReferencePathId, source.PreviousTrajectoryId, source.MotionModel);
}
private static PathSmoothingResult CreateReferencePath(TravelDirection direction, bool endsAtGearSwitch)
{
double endX = direction == TravelDirection.Forward ? 0.0055d : -0.0055d;
var points = new List<SmoothedPathPoint>
{
new SmoothedPathPoint(0d, 0d, 0d, 0d, 0d, direction, 0d, 0d, 0d, 1d, false,
SmoothedPathPointSource.Anchor),
new SmoothedPathPoint(endX, 0d, 0d, 0d, 0.0055d, direction, 0d, 0d, 0d, 1d, endsAtGearSwitch,
endsAtGearSwitch ? SmoothedPathPointSource.GearSwitch : SmoothedPathPointSource.Anchor),
};
var segments = new List<SmoothedPathSegment>
{
new SmoothedPathSegment(0, direction, 0, 1, false, endsAtGearSwitch),
};
var metrics = new PathQualityMetrics(true, 0.0055d, 0d, 0d, 0d, 0d, 1d, 0d, 0d, 0d, 0d, 0d);
return PathSmoothingResult.PublishLocalG2(PathSmoothingStatus.Complete, points, segments,
new PathSmoothingDiagnostics(metrics, TimeSpan.Zero), new List<PathSmoothingRegionReport>());
}
private static PlanningGridMap CreateMap(bool blockStart)
{
IMapObstacleSource[] sources = blockStart
? new IMapObstacleSource[] { new ManualObstacleSource("service-obstacle", 1L, true,
new IMapObstacle[] { new AxisAlignedRectangleObstacle(-20f, 20f, -20f, 20f) }) }
: Array.Empty<IMapObstacleSource>();
PlanningMapBuildResult result = new PlanningMapFactory().Create(new PlanningMapRequest
{
Bounds = new MapBoundsMm(-1000f, 3000f, -1000f, 1000f),
ResolutionMm = 20f,
ObstacleSources = sources,
AllowExplicitEmptyMap = !blockStart,
});
Verification.True(result.Succeeded && result.Map != null && result.Map.PlanningReady,
"service map builds: " + result.FailureReason);
return result.Map!;
}
private enum PipelineSolverMode
{
Success,
LateralInfeasible,
LongitudinalInfeasible,
SolverUnavailable,
TimeoutWithoutFallback,
TimeoutWithFallback,
PublicationValidationFailure,
}
private sealed class ScriptedPipelineSolver : IQpSolver
{
private readonly PipelineSolverMode mode;
private readonly PlanningGridMap? mapToCorrupt;
private int longitudinalCallCount;
public ScriptedPipelineSolver(PipelineSolverMode mode, PlanningGridMap? mapToCorrupt = null)
{
this.mode = mode;
this.mapToCorrupt = mapToCorrupt;
}
public QpSolveResult Solve(QuadraticProgram problem, QpSolverSettings settings, IReadOnlyList<double> warmStart,
CancellationToken cancellationToken)
{
bool longitudinal = problem.VariableCount > 100;
if (mode == PipelineSolverMode.SolverUnavailable)
return Result(QpSolveStatus.SolverUnavailable, Array.Empty<double>());
if (!longitudinal)
{
if (mode == PipelineSolverMode.LateralInfeasible)
return Result(QpSolveStatus.PrimalInfeasible, Array.Empty<double>());
if (mode == PipelineSolverMode.TimeoutWithoutFallback)
return Result(QpSolveStatus.TimeLimit, Array.Empty<double>());
return Result(QpSolveStatus.Solved, new double[problem.VariableCount]);
}
if (mode == PipelineSolverMode.LongitudinalInfeasible)
return Result(QpSolveStatus.PrimalInfeasible, Array.Empty<double>());
if (mode == PipelineSolverMode.PublicationValidationFailure && longitudinalCallCount == 0)
CorruptMapAtOrigin(mapToCorrupt);
if (mode == PipelineSolverMode.TimeoutWithFallback && ++longitudinalCallCount > 1)
return Result(QpSolveStatus.TimeLimit, Array.Empty<double>());
longitudinalCallCount++;
return Result(QpSolveStatus.Solved, CreateStrictLongitudinalPrimal(problem));
}
private static void CorruptMapAtOrigin(PlanningGridMap? map)
{
if (map == null || !map.TryWorldToGrid(0d, 0d, out int row, out int column))
throw new InvalidOperationException("Unable to corrupt the publication test map.");
FieldInfo occupiedField = typeof(PlanningGridMap).GetField("_occupied", BindingFlags.Instance | BindingFlags.NonPublic)!
?? throw new InvalidOperationException("Planning map occupancy storage was unavailable.");
FieldInfo distanceField = typeof(PlanningGridMap).GetField("_conservativeDistances",
BindingFlags.Instance | BindingFlags.NonPublic) ?? throw new InvalidOperationException("Planning map distance storage was unavailable.");
byte[] occupied = (byte[])occupiedField.GetValue(map)!;
double[] distances = (double[])distanceField.GetValue(map)!;
int index = row * map.Cols + column;
occupied[index] = 1;
distances[index] = 0d;
}
private static double[] CreateStrictLongitudinalPrimal(QuadraticProgram problem)
{
int variableCount = problem.VariableCount;
int knotCount = (variableCount + 1) / 4;
var layout = new LongitudinalVariableLayout(knotCount);
var jerk = new double[knotCount - 1];
const int rampIntervals = 5;
for (int index = 0; index < rampIntervals; index++) jerk[index] = 1d;
for (int index = rampIntervals; index < 3 * rampIntervals; index++) jerk[index] = -1d;
for (int index = 3 * rampIntervals; index < 4 * rampIntervals; index++) jerk[index] = 1d;
var times = new double[knotCount];
for (int index = 0; index < times.Length; index++) times[index] = index * 0.05d;
LongitudinalCandidate baseCandidate = LongitudinalCandidate.Integrate(times, 0d, 0d, 0d, jerk);
double terminalPathS = ReadFixedVariable(problem, layout.S(knotCount - 1));
double scale = terminalPathS / baseCandidate.S[baseCandidate.S.Count - 1];
for (int index = 0; index < jerk.Length; index++) jerk[index] *= scale;
LongitudinalCandidate candidate = LongitudinalCandidate.Integrate(times, 0d, 0d, 0d, jerk);
var primal = new double[layout.VariableCount];
for (int index = 0; index < knotCount; index++)
{
primal[layout.S(index)] = candidate.S[index];
primal[layout.U(index)] = candidate.U[index];
primal[layout.A(index)] = candidate.A[index];
}
for (int index = 0; index < jerk.Length; index++) primal[layout.J(index)] = candidate.J[index];
for (int index = 4 * rampIntervals; index < knotCount; index++)
{
primal[layout.S(index)] = terminalPathS;
primal[layout.U(index)] = 0d;
primal[layout.A(index)] = 0d;
}
return primal;
}
private static double ReadFixedVariable(QuadraticProgram problem, int variable)
{
for (int row = 0; row < problem.ConstraintCount; row++)
{
int entryCount = 0;
double coefficient = 0d;
for (int column = 0; column < problem.ConstraintMatrix.ColumnCount; column++)
{
for (int index = problem.ConstraintMatrix.ColumnPointers[column];
index < problem.ConstraintMatrix.ColumnPointers[column + 1]; index++)
{
if (problem.ConstraintMatrix.RowIndices[index] != row)
continue;
entryCount++;
if (column == variable)
coefficient = problem.ConstraintMatrix.Values[index];
}
}
if (entryCount == 1 && Math.Abs(coefficient) > 1e-12d &&
Math.Abs(problem.LowerBounds[row] - problem.UpperBounds[row]) <= 1e-12d)
{
return problem.LowerBounds[row] / coefficient;
}
}
throw new InvalidOperationException("Expected a fixed ST variable constraint.");
}
private static QpSolveResult Result(QpSolveStatus status, IReadOnlyList<double> primal)
{
return new QpSolveResult(status, primal, 0d, 0d, 0d, 1, TimeSpan.Zero, status.ToString(), string.Empty);
}
}
private sealed class ThrowingDebugSink : IEmPlannerDebugSink
{
public void Write(string message)
{
throw new InvalidOperationException("debug sink failure");
}
}
}
@@ -11,7 +11,8 @@ internal static class Program
args[0] != "all-foundation" && args[0] != "lateral-model" && args[0] != "lateral-integration" &&
args[0] != "lateral-real-osqp" && args[0] != "lateral-real-osqp-probe" && args[0] != "lateral-all" &&
args[0] != "longitudinal-model" && args[0] != "longitudinal-integration" &&
args[0] != "longitudinal-real-osqp-probe" && args[0] != "trajectory"))
args[0] != "longitudinal-real-osqp-probe" && args[0] != "trajectory" &&
args[0] != "em-planning-service" && args[0] != "em-core-all"))
{
Console.Error.WriteLine("Usage: EMPlannerVerificationHost foundation|segmentation|frenet|corridor|optimization|osqp|osqp-loader|all-foundation|lateral-model|lateral-integration|lateral-real-osqp|lateral-all|longitudinal-model|longitudinal-integration");
return 2;
@@ -93,6 +94,20 @@ internal static class Program
MultiWheelC.TrajectoryPlanning.EMPlanner.TrajectoryChecks.Run();
Console.WriteLine("PASS trajectory");
}
if (args[0] == "em-planning-service" || args[0] == "em-core-all")
{
if (args[0] == "em-core-all")
{
MultiWheelC.TrajectoryPlanning.EMPlanner.LongitudinalModelChecks.Run();
Console.WriteLine("PASS longitudinal-model");
MultiWheelC.TrajectoryPlanning.EMPlanner.LongitudinalIntegrationChecks.Run();
Console.WriteLine("PASS longitudinal-integration");
MultiWheelC.TrajectoryPlanning.EMPlanner.TrajectoryChecks.Run();
Console.WriteLine("PASS trajectory");
}
MultiWheelC.TrajectoryPlanning.EMPlanner.EmPlanningServiceChecks.Run();
Console.WriteLine("PASS em-planning-service");
}
return 0;
}
catch (Exception exception)