コード例 #1
0
ファイル: TestQPMultiRobot.py プロジェクト: nashmit/Tasks
  def test(self):
    mb1, mbc1Init = arms.makeZXZArm(True, sva.PTransformd(sva.RotZ(-math.pi/4), eigen.Vector3d(-0.5, 0, 0)))
    rbdyn.forwardKinematics(mb1, mbc1Init)
    rbdyn.forwardVelocity(mb1, mbc1Init)

    mb2, mbc2Init = arms.makeZXZArm(False, sva.PTransformd(sva.RotZ(math.pi/2), eigen.Vector3d(0.5, 0, 0)))
    rbdyn.forwardKinematics(mb2, mbc2Init)
    rbdyn.forwardVelocity(mb2, mbc2Init)

    if not LEGACY:
      mbs = rbdyn.MultiBodyVector([mb1, mb2])
      mbcs = rbdyn.MultiBodyConfigVector([mbc1Init, mbc2Init])
    else:
      mbs = [mb1, mb2]
      mbcs = [rbdyn.MultiBodyConfig(mbc1Init), rbdyn.MultiBodyConfig(mbc2Init)]

    solver = tasks.qp.QPSolver()

    if not LEGACY:
      posture1Task = tasks.qp.PostureTask(mbs, 0, mbc1Init.q, 0.1, 10)
      posture2Task = tasks.qp.PostureTask(mbs, 1, mbc2Init.q, 0.1, 10)
    else:
      posture1Task = tasks.qp.PostureTask(mbs, 0, rbdList(mbc1Init.q), 2, 1)
      posture2Task = tasks.qp.PostureTask(mbs, 1, rbdList(mbc2Init.q), 2, 1)
    mrtt = tasks.qp.MultiRobotTransformTask(mbs, 0, 1, "b3", "b3", sva.PTransformd(sva.RotZ(-math.pi/8)), sva.PTransformd.Identity(), 100, 1000)
    if not LEGACY:
      mrtt.dimWeight(eigen.VectorXd(0, 0, 1, 1, 1, 0))
    else:
      mrtt.dimWeight(eigen.Vector6d(0, 0, 1, 1, 1, 0))

    solver.addTask(posture1Task)
    solver.addTask(posture2Task)
    solver.addTask(mrtt)

    solver.nrVars(mbs, [], [])
    solver.updateConstrSize()
    # 3 dof + 9 dof
    self.assertEqual(solver.nrVars(), 3 + 9)
    for i in range(2000):
      if not LEGACY:
        self.assertTrue(solver.solve(mbs, mbcs))
      else:
        self.assertTrue(solver.solveNoMbcUpdate(mbs, mbcs))
        solver.updateMbc(mbcs[0], 0)
        solver.updateMbc(mbcs[1], 1)
      for i in range(2):
        rbdyn.eulerIntegration(mbs[i], mbcs[i], 0.001)
        rbdyn.forwardKinematics(mbs[i], mbcs[i])
        rbdyn.forwardVelocity(mbs[i], mbcs[i])
    self.assertAlmostEqual(mrtt.eval().norm(), 0, delta = 1e-3)

    solver.removeTask(posture1Task)
    solver.removeTask(posture2Task)
    solver.removeTask(mrtt)
コード例 #2
0
ファイル: TestQPMultiRobot.py プロジェクト: ahundt/Tasks
  def test(self):
    mb1, mbc1Init = arms.makeZXZArm(True, sva.PTransformd(sva.RotZ(-math.pi/4), eigen.Vector3d(-0.5, 0, 0)))
    rbdyn.forwardKinematics(mb1, mbc1Init)
    rbdyn.forwardVelocity(mb1, mbc1Init)

    mb2, mbc2Init = arms.makeZXZArm(False, sva.PTransformd(sva.RotZ(math.pi/2), eigen.Vector3d(0.5, 0, 0)))
    rbdyn.forwardKinematics(mb2, mbc2Init)
    rbdyn.forwardVelocity(mb2, mbc2Init)

    if not LEGACY:
      mbs = rbdyn.MultiBodyVector([mb1, mb2])
      mbcs = rbdyn.MultiBodyConfigVector([mbc1Init, mbc2Init])
    else:
      mbs = [mb1, mb2]
      mbcs = [rbdyn.MultiBodyConfig(mbc1Init), rbdyn.MultiBodyConfig(mbc2Init)]

    solver = tasks.qp.QPSolver()

    if not LEGACY:
      posture1Task = tasks.qp.PostureTask(mbs, 0, mbc1Init.q, 0.1, 10)
      posture2Task = tasks.qp.PostureTask(mbs, 1, mbc2Init.q, 0.1, 10)
    else:
      posture1Task = tasks.qp.PostureTask(mbs, 0, rbdList(mbc1Init.q), 2, 1)
      posture2Task = tasks.qp.PostureTask(mbs, 1, rbdList(mbc2Init.q), 2, 1)
    mrtt = tasks.qp.MultiRobotTransformTask(mbs, 0, 1, "b3", "b3", sva.PTransformd(sva.RotZ(-math.pi/8)), sva.PTransformd.Identity(), 100, 1000)
    if not LEGACY:
      mrtt.dimWeight(eigen.VectorXd(0, 0, 1, 1, 1, 0))
    else:
      mrtt.dimWeight(eigen.Vector6d(0, 0, 1, 1, 1, 0))

    solver.addTask(posture1Task)
    solver.addTask(posture2Task)
    solver.addTask(mrtt)

    solver.nrVars(mbs, [], [])
    solver.updateConstrSize()
    # 3 dof + 9 dof
    self.assertEqual(solver.nrVars(), 3 + 9)
    for i in range(2000):
      if not LEGACY:
        self.assertTrue(solver.solve(mbs, mbcs))
      else:
        self.assertTrue(solver.solveNoMbcUpdate(mbs, mbcs))
        solver.updateMbc(mbcs[0], 0)
        solver.updateMbc(mbcs[1], 1)
      for i in range(2):
        rbdyn.eulerIntegration(mbs[i], mbcs[i], 0.001)
        rbdyn.forwardKinematics(mbs[i], mbcs[i])
        rbdyn.forwardVelocity(mbs[i], mbcs[i])
    self.assertAlmostEqual(mrtt.eval().norm(), 0, delta = 1e-3)

    solver.removeTask(posture1Task)
    solver.removeTask(posture2Task)
    solver.removeTask(mrtt)
コード例 #3
0
    def test(self):
        mb1, mbc1Init = arms.makeZXZArm(
            True, sva.PTransformd(eigen.Vector3d(-0.5, 0, 0)))
        rbdyn.forwardKinematics(mb1, mbc1Init)
        rbdyn.forwardVelocity(mb1, mbc1Init)

        mb2, mbc2Init = arms.makeZXZArm(
            True, sva.PTransformd(eigen.Vector3d(0.5, 0, 0)))
        rbdyn.forwardKinematics(mb2, mbc2Init)
        rbdyn.forwardVelocity(mb2, mbc2Init)

        if not LEGACY:
            X_0_b1 = sva.PTransformd(mbc1Init.bodyPosW[-1])
            X_0_b2 = sva.PTransformd(mbc2Init.bodyPosW[-1])
        else:
            X_0_b1 = sva.PTransformd(list(mbc1Init.bodyPosW)[-1])
            X_0_b2 = sva.PTransformd(list(mbc2Init.bodyPosW)[-1])
        X_b1_b2 = X_0_b2 * X_0_b1.inv()

        if not LEGACY:
            mbs = rbdyn.MultiBodyVector([mb1, mb2])
            mbcs = rbdyn.MultiBodyConfigVector([mbc1Init, mbc2Init])
        else:
            mbs = [mb1, mb2]
            mbcs = [
                rbdyn.MultiBodyConfig(mbc1Init),
                rbdyn.MultiBodyConfig(mbc2Init)
            ]

        nrGen = 3
        solver = tasks.qp.QPSolver()

        contVec = [
            tasks.qp.UnilateralContact(0, 1, "b3", "b3",
                                       [eigen.Vector3d.Zero()],
                                       sva.RotX(math.pi / 2), X_b1_b2, nrGen,
                                       0.7)
        ]

        if not LEGACY:
            posture1Task = tasks.qp.PostureTask(mbs, 0, mbc1Init.q, 2, 1)
            posture2Task = tasks.qp.PostureTask(mbs, 1, mbc2Init.q, 2, 1)
        else:
            posture1Task = tasks.qp.PostureTask(mbs, 0, rbdList(mbc1Init.q), 2,
                                                1)
            posture2Task = tasks.qp.PostureTask(mbs, 1, rbdList(mbc2Init.q), 2,
                                                1)
        comD = (rbdyn.computeCoM(mb1, mbc1Init) + rbdyn.computeCoM(
            mb2, mbc2Init)) / 2 + eigen.Vector3d(0, 0, 0.5)
        multiCoM = tasks.qp.MultiCoMTask(mbs, [0, 1], comD, 10, 500)
        multiCoM.updateInertialParameters(mbs)

        contCstrSpeed = tasks.qp.ContactSpeedConstr(0.001)

        solver.addTask(posture1Task)
        solver.addTask(posture2Task)

        solver.nrVars(mbs, contVec, [])

        solver.addTask(mbs, multiCoM)
        contCstrSpeed.addToSolver(mbs, solver)

        solver.updateConstrSize()

        self.assertEqual(solver.nrVars(), 3 + 3 + 1 * nrGen)

        for i in range(2000):
            if not LEGACY:
                self.assertTrue(solver.solve(mbs, mbcs))
            else:
                self.assertTrue(solver.solveNoMbcUpdate(mbs, mbcs))
                solver.updateMbc(mbcs[0], 0)
                solver.updateMbc(mbcs[1], 1)
            for i in range(2):
                rbdyn.eulerIntegration(mbs[i], mbcs[i], 0.001)
                rbdyn.forwardKinematics(mbs[i], mbcs[i])
                rbdyn.forwardVelocity(mbs[i], mbcs[i])
            # Check that the link hold
            if not LEGACY:
                X_0_b1_post = mbcs[0].bodyPosW[-1]
                X_0_b2_post = mbcs[1].bodyPosW[-1]
            else:
                X_0_b1_post = list(mbcs[0].bodyPosW)[-1]
                X_0_b2_post = list(mbcs[1].bodyPosW)[-1]
            X_b1_b2_post = X_0_b2 * X_0_b1.inv()
            self.assertAlmostEqual(
                (X_b1_b2.matrix() - X_b1_b2_post.matrix()).norm(),
                0,
                delta=1e-5)

        self.assertAlmostEqual(multiCoM.speed().norm(), 0, delta=1e-3)

        contCstrSpeed.removeFromSolver(solver)
        solver.removeTask(posture1Task)
        solver.removeTask(posture2Task)
        solver.removeTask(multiCoM)
コード例 #4
0
    def test(self):
        mb1, mbc1Init = arms.makeZXZArm()
        mb2, mbc2Init = arms.makeZXZArm()

        rbdyn.forwardKinematics(mb1, mbc1Init)
        rbdyn.forwardVelocity(mb1, mbc1Init)
        rbdyn.forwardKinematics(mb2, mbc2Init)
        rbdyn.forwardVelocity(mb2, mbc2Init)

        if not LEGACY:
            X_0_b1 = sva.PTransformd(mbc1Init.bodyPosW[-1])
            X_0_b2 = sva.PTransformd(mbc2Init.bodyPosW[-1])
        else:
            X_0_b1 = sva.PTransformd(list(mbc1Init.bodyPosW)[-1])
            X_0_b2 = sva.PTransformd(list(mbc2Init.bodyPosW)[-1])
        X_b1_b2 = X_0_b2 * X_0_b1.inv()

        if not LEGACY:
            mbs = rbdyn.MultiBodyVector([mb1, mb2])
            mbcs = rbdyn.MultiBodyConfigVector([mbc1Init, mbc2Init])
        else:
            mbs = [mb1, mb2]
            mbcs = [
                rbdyn.MultiBodyConfig(mbc1Init),
                rbdyn.MultiBodyConfig(mbc2Init)
            ]

        # Test ContactAccConstr contraint and test PositionTask on the second robot
        solver = tasks.qp.QPSolver()

        contVec = [
            tasks.qp.UnilateralContact(0, 1, "b3", "b3",
                                       [eigen.Vector3d.Zero()],
                                       sva.RotX(math.pi / 2), X_b1_b2, 3,
                                       math.tan(math.pi / 4))
        ]

        oriD = sva.RotZ(math.pi / 4)
        if not LEGACY:
            posD = oriD * mbc2Init.bodyPosW[-1].translation()
        else:
            posD = oriD * list(mbc2Init.bodyPosW)[-1].translation()
        posTask = tasks.qp.PositionTask(mbs, 1, "b3", posD)
        posTaskSp = tasks.qp.SetPointTask(mbs, 1, posTask, 1000, 1)

        contCstrAcc = tasks.qp.ContactAccConstr()

        contCstrAcc.addToSolver(solver)
        solver.addTask(posTaskSp)

        solver.nrVars(mbs, contVec, [])
        solver.updateConstrSize()

        self.assertEqual(solver.nrVars(), 3 + 3 + 3)

        for i in range(1000):
            if not LEGACY:
                self.assertTrue(solver.solve(mbs, mbcs))
            else:
                self.assertTrue(solver.solveNoMbcUpdate(mbs, mbcs))
                solver.updateMbc(mbcs[0], 0)
                solver.updateMbc(mbcs[1], 1)
            for i in range(2):
                rbdyn.eulerIntegration(mbs[i], mbcs[i], 0.001)
                rbdyn.forwardKinematics(mbs[i], mbcs[i])
                rbdyn.forwardVelocity(mbs[i], mbcs[i])

            # Check that the link hold
            if not LEGACY:
                X_0_b1_post = mbcs[0].bodyPosW[-1]
                X_0_b2_post = mbcs[1].bodyPosW[-1]
            else:
                X_0_b1_post = list(mbcs[0].bodyPosW)[-1]
                X_0_b2_post = list(mbcs[1].bodyPosW)[-1]
            X_b1_b2_post = X_0_b2 * X_0_b1.inv()
            self.assertAlmostEqual(
                (X_b1_b2.matrix() - X_b1_b2_post.matrix()).norm(),
                0,
                delta=1e-5)

        self.assertAlmostEqual(posTask.eval().norm(), 0, delta=1e-5)

        contCstrAcc.removeFromSolver(solver)
        solver.removeTask(posTaskSp)

        # Test ContactSpeedConstr constraint and OrientationTask on the second robot
        if not LEGACY:
            mbcs = rbdyn.MultiBodyConfigVector([mbc1Init, mbc2Init])
        else:
            mbcs = [
                rbdyn.MultiBodyConfig(mbc1Init),
                rbdyn.MultiBodyConfig(mbc2Init)
            ]
        oriTask = tasks.qp.OrientationTask(mbs, 1, "b3", oriD)
        oriTaskSp = tasks.qp.SetPointTask(mbs, 1, oriTask, 1000, 1)

        contCstrSpeed = tasks.qp.ContactSpeedConstr(0.001)
        contCstrSpeed.addToSolver(solver)
        solver.addTask(oriTaskSp)

        solver.nrVars(mbs, contVec, [])
        solver.updateConstrSize()
        for i in range(1000):
            if not LEGACY:
                self.assertTrue(solver.solve(mbs, mbcs))
            else:
                self.assertTrue(solver.solveNoMbcUpdate(mbs, mbcs))
                solver.updateMbc(mbcs[0], 0)
                solver.updateMbc(mbcs[1], 1)
            for i in range(2):
                rbdyn.eulerIntegration(mbs[i], mbcs[i], 0.001)
                rbdyn.forwardKinematics(mbs[i], mbcs[i])
                rbdyn.forwardVelocity(mbs[i], mbcs[i])
            # Check that the link hold
            if not LEGACY:
                X_0_b1_post = mbcs[0].bodyPosW[-1]
                X_0_b2_post = mbcs[1].bodyPosW[-1]
            else:
                X_0_b1_post = list(mbcs[0].bodyPosW)[-1]
                X_0_b2_post = list(mbcs[1].bodyPosW)[-1]
            X_b1_b2_post = X_0_b2 * X_0_b1.inv()
            self.assertAlmostEqual(
                (X_b1_b2.matrix() - X_b1_b2_post.matrix()).norm(),
                0,
                delta=1e-5)

        self.assertAlmostEqual(oriTask.eval().norm(), 0, delta=1e-5)
コード例 #5
0
    def test(self):
        mb1, mbc1Init = arms.makeZXZArm()
        rbdyn.forwardKinematics(mb1, mbc1Init)
        rbdyn.forwardVelocity(mb1, mbc1Init)

        mb2, mbc2Init = arms.makeZXZArm(False)
        if not LEGACY:
            mb2InitPos = mbc1Init.bodyPosW[-1].translation()
        else:
            mb2InitPos = list(mbc1Init.bodyPosW)[-1].translation()
        mb2InitOri = eigen.Quaterniond(sva.RotY(math.pi / 2))
        if not LEGACY:
            mbc2Init.q[0] = [
                mb2InitOri.w(),
                mb2InitOri.x(),
                mb2InitOri.y(),
                mb2InitOri.z(),
                mb2InitPos.x(),
                mb2InitPos.y() + 1,
                mb2InitPos.z()
            ]
            mbc2Init.q[0] = [
                mb2InitOri.w(),
                mb2InitOri.x(),
                mb2InitOri.y(),
                mb2InitOri.z(),
                mb2InitPos.x(),
                mb2InitPos.y() + 1,
                mb2InitPos.z()
            ]
        rbdyn.forwardKinematics(mb2, mbc2Init)
        rbdyn.forwardVelocity(mb2, mbc2Init)

        if not LEGACY:
            X_0_b1 = sva.PTransformd(mbc1Init.bodyPosW[-1])
            X_0_b2 = sva.PTransformd(mbc2Init.bodyPosW[-1])
        else:
            X_0_b1 = sva.PTransformd(list(mbc1Init.bodyPosW)[-1])
            X_0_b2 = sva.PTransformd(list(mbc2Init.bodyPosW)[-1])
        X_b1_b2 = X_0_b2 * X_0_b1.inv()

        if not LEGACY:
            mbs = rbdyn.MultiBodyVector([mb1, mb2])
            mbcs = rbdyn.MultiBodyConfigVector([mbc1Init, mbc2Init])
        else:
            mbs = [mb1, mb2]
            mbcs = [
                rbdyn.MultiBodyConfig(mbc1Init),
                rbdyn.MultiBodyConfig(mbc2Init)
            ]

        # Test ContactAccConstr constraint and PositionTask on the second robot
        solver = tasks.qp.QPSolver()

        points = [
            eigen.Vector3d(0.1, 0, 0.1),
            eigen.Vector3d(0.1, 0, -0.1),
            eigen.Vector3d(-0.1, 0, -0.1),
            eigen.Vector3d(-0.1, 0, 0.1),
        ]

        biPoints = [
            eigen.Vector3d.Zero(),
            eigen.Vector3d.Zero(),
            eigen.Vector3d.Zero(),
            eigen.Vector3d.Zero(),
        ]

        nrGen = 4
        biFrames = [
            sva.RotX(math.pi / 4),
            sva.RotX(3 * math.pi / 4),
            sva.RotX(math.pi / 4) * sva.RotY(math.pi / 2),
            sva.RotX(3 * math.pi / 4) * sva.RotY(math.pi / 2),
        ]

        # The fixed robot can pull the other
        contVecFail = [
            tasks.qp.UnilateralContact(0, 1, "b3", "b0", points,
                                       sva.RotX(-math.pi / 2), X_b1_b2, nrGen,
                                       0.7)
        ]

        # The fixed robot can push the other
        contVec = [
            tasks.qp.UnilateralContact(0, 1, "b3", "b0", points,
                                       sva.RotX(math.pi / 2), X_b1_b2, nrGen,
                                       0.7)
        ]

        # The fixed robot has non coplanar force apply on the other
        contVecBi = [
            tasks.qp.BilateralContact(tasks.qp.ContactId(0, 1, "b3", "b0"),
                                      biPoints, biFrames, X_b1_b2, nrGen, 1)
        ]

        if not LEGACY:
            posture1Task = tasks.qp.PostureTask(mbs, 0, mbc1Init.q, 2, 1)
            posture2Task = tasks.qp.PostureTask(mbs, 1, mbc2Init.q, 2, 1)
        else:
            posture1Task = tasks.qp.PostureTask(mbs, 0, rbdList(mbc1Init.q), 2,
                                                1)
            posture2Task = tasks.qp.PostureTask(mbs, 1, rbdList(mbc2Init.q), 2,
                                                1)

        contCstrSpeed = tasks.qp.ContactSpeedConstr(0.001)

        Inf = float("inf")
        torqueMin1 = [[], [-Inf], [-Inf], [-Inf]]
        torqueMax1 = [[], [Inf], [Inf], [Inf]]
        torqueMin2 = [[0, 0, 0, 0, 0, 0], [-Inf], [-Inf], [-Inf]]
        torqueMax2 = [[0, 0, 0, 0, 0, 0], [Inf], [Inf], [Inf]]
        motion1 = tasks.qp.MotionConstr(
            mbs, 0, tasks.TorqueBound(torqueMin1, torqueMax1))
        motion2 = tasks.qp.MotionConstr(
            mbs, 1, tasks.TorqueBound(torqueMin2, torqueMax2))
        plCstr = tasks.qp.PositiveLambda()

        motion1.addToSolver(solver)
        motion2.addToSolver(solver)
        plCstr.addToSolver(solver)

        contCstrSpeed.addToSolver(solver)
        solver.addTask(posture1Task)
        solver.addTask(posture2Task)

        # Check the impossible motion
        solver.nrVars(mbs, contVecFail, [])
        solver.updateConstrSize()
        self.assertEqual(solver.nrVars(), 3 + 9 + 4 * nrGen)
        self.assertFalse(solver.solve(mbs, mbcs))

        # Check the unilateral motion
        if not LEGACY:
            mbcs = rbdyn.MultiBodyConfigVector([mbc1Init, mbc2Init])
        else:
            mbcs = [
                rbdyn.MultiBodyConfig(mbc1Init),
                rbdyn.MultiBodyConfig(mbc2Init)
            ]
        solver.nrVars(mbs, contVec, [])
        solver.updateConstrSize()
        for i in range(1000):
            if not LEGACY:
                self.assertTrue(solver.solve(mbs, mbcs))
            else:
                self.assertTrue(solver.solveNoMbcUpdate(mbs, mbcs))
                solver.updateMbc(mbcs[0], 0)
                solver.updateMbc(mbcs[1], 1)
            for i in range(2):
                rbdyn.eulerIntegration(mbs[i], mbcs[i], 0.001)
                rbdyn.forwardKinematics(mbs[i], mbcs[i])
                rbdyn.forwardVelocity(mbs[i], mbcs[i])

            # Check that the link hold
            if not LEGACY:
                X_0_b1_post = mbcs[0].bodyPosW[-1]
                X_0_b2_post = mbcs[1].bodyPosW[-1]
            else:
                X_0_b1_post = list(mbcs[0].bodyPosW)[-1]
                X_0_b2_post = list(mbcs[1].bodyPosW)[-1]
            X_b1_b2_post = X_0_b2 * X_0_b1.inv()
            self.assertAlmostEqual(
                (X_b1_b2.matrix() - X_b1_b2_post.matrix()).norm(),
                0,
                delta=1e-5)

            # Force in the world frame must be the same
            f1 = contVec[0].force(solver.lambdaVec(0), contVec[0].r1Cone)
            f2 = contVec[0].force(solver.lambdaVec(0), contVec[0].r2Cone)
            self.assertAlmostEqual((f1 + f2).norm(), 0, delta=1e-5)

        # Check the bilateral motion
        if not LEGACY:
            mbcs = rbdyn.MultiBodyConfigVector([mbc1Init, mbc2Init])
        else:
            mbcs = [
                rbdyn.MultiBodyConfig(mbc1Init),
                rbdyn.MultiBodyConfig(mbc2Init)
            ]
        solver.nrVars(mbs, contVec, [])
        solver.updateConstrSize()
        self.assertEqual(solver.nrVars(), 3 + 9 + 4 * nrGen)
        for i in range(1000):
            if not LEGACY:
                self.assertTrue(solver.solve(mbs, mbcs))
            else:
                self.assertTrue(solver.solveNoMbcUpdate(mbs, mbcs))
                solver.updateMbc(mbcs[0], 0)
                solver.updateMbc(mbcs[1], 1)
            for i in range(2):
                rbdyn.eulerIntegration(mbs[i], mbcs[i], 0.001)
                rbdyn.forwardKinematics(mbs[i], mbcs[i])
                rbdyn.forwardVelocity(mbs[i], mbcs[i])

            # Check that the link hold
            if not LEGACY:
                X_0_b1_post = mbcs[0].bodyPosW[-1]
                X_0_b2_post = mbcs[1].bodyPosW[-1]
            else:
                X_0_b1_post = list(mbcs[0].bodyPosW)[-1]
                X_0_b2_post = list(mbcs[1].bodyPosW)[-1]
            X_b1_b2_post = X_0_b2 * X_0_b1.inv()
            self.assertAlmostEqual(
                (X_b1_b2.matrix() - X_b1_b2_post.matrix()).norm(),
                0,
                delta=1e-5)

            # Force in the world frame must be the same
            f1 = contVec[0].force(solver.lambdaVec(0), contVec[0].r1Cone)
            f2 = contVec[0].force(solver.lambdaVec(0), contVec[0].r2Cone)
            self.assertAlmostEqual((f1 + f2).norm(), 0, delta=1e-5)

        plCstr.removeFromSolver(solver)
        motion2.removeFromSolver(solver)
        motion1.removeFromSolver(solver)
        contCstrSpeed.removeFromSolver(solver)

        solver.removeTask(posture1Task)
        solver.removeTask(posture2Task)
コード例 #6
0
ファイル: TestQPMultiRobot.py プロジェクト: ahundt/Tasks
  def test(self):
    mb1, mbc1Init = arms.makeZXZArm(True, sva.PTransformd(eigen.Vector3d(-0.5, 0, 0)))
    rbdyn.forwardKinematics(mb1, mbc1Init)
    rbdyn.forwardVelocity(mb1, mbc1Init)

    mb2, mbc2Init = arms.makeZXZArm(True, sva.PTransformd(eigen.Vector3d(0.5, 0, 0)))
    rbdyn.forwardKinematics(mb2, mbc2Init)
    rbdyn.forwardVelocity(mb2, mbc2Init)

    if not LEGACY:
      X_0_b1 = sva.PTransformd(mbc1Init.bodyPosW[-1])
      X_0_b2 = sva.PTransformd(mbc2Init.bodyPosW[-1])
    else:
      X_0_b1 = sva.PTransformd(list(mbc1Init.bodyPosW)[-1])
      X_0_b2 = sva.PTransformd(list(mbc2Init.bodyPosW)[-1])
    X_b1_b2 = X_0_b2*X_0_b1.inv()

    if not LEGACY:
      mbs = rbdyn.MultiBodyVector([mb1, mb2])
      mbcs = rbdyn.MultiBodyConfigVector([mbc1Init, mbc2Init])
    else:
      mbs = [mb1, mb2]
      mbcs = [rbdyn.MultiBodyConfig(mbc1Init), rbdyn.MultiBodyConfig(mbc2Init)]

    nrGen = 3
    solver = tasks.qp.QPSolver()

    contVec = [ tasks.qp.UnilateralContact(0, 1, "b3", "b3", [eigen.Vector3d.Zero()], sva.RotX(math.pi/2), X_b1_b2, nrGen, 0.7) ]

    if not LEGACY:
      posture1Task = tasks.qp.PostureTask(mbs, 0, mbc1Init.q, 2, 1)
      posture2Task = tasks.qp.PostureTask(mbs, 1, mbc2Init.q, 2, 1)
    else:
      posture1Task = tasks.qp.PostureTask(mbs, 0, rbdList(mbc1Init.q), 2, 1)
      posture2Task = tasks.qp.PostureTask(mbs, 1, rbdList(mbc2Init.q), 2, 1)
    comD = (rbdyn.computeCoM(mb1, mbc1Init) + rbdyn.computeCoM(mb2, mbc2Init))/2 + eigen.Vector3d(0, 0, 0.5)
    multiCoM = tasks.qp.MultiCoMTask(mbs, [0,1], comD, 10, 500)
    multiCoM.updateInertialParameters(mbs)

    contCstrSpeed = tasks.qp.ContactSpeedConstr(0.001)

    solver.addTask(posture1Task)
    solver.addTask(posture2Task)

    solver.nrVars(mbs, contVec, [])

    solver.addTask(mbs, multiCoM)
    contCstrSpeed.addToSolver(mbs, solver)

    solver.updateConstrSize()

    self.assertEqual(solver.nrVars(), 3 + 3 + 1*nrGen)

    for i in range(2000):
      if not LEGACY:
        self.assertTrue(solver.solve(mbs, mbcs))
      else:
        self.assertTrue(solver.solveNoMbcUpdate(mbs, mbcs))
        solver.updateMbc(mbcs[0], 0)
        solver.updateMbc(mbcs[1], 1)
      for i in range(2):
        rbdyn.eulerIntegration(mbs[i], mbcs[i], 0.001)
        rbdyn.forwardKinematics(mbs[i], mbcs[i])
        rbdyn.forwardVelocity(mbs[i], mbcs[i])
      # Check that the link hold
      if not LEGACY:
        X_0_b1_post = mbcs[0].bodyPosW[-1]
        X_0_b2_post = mbcs[1].bodyPosW[-1]
      else:
        X_0_b1_post = list(mbcs[0].bodyPosW)[-1]
        X_0_b2_post = list(mbcs[1].bodyPosW)[-1]
      X_b1_b2_post = X_0_b2*X_0_b1.inv()
      self.assertAlmostEqual((X_b1_b2.matrix() - X_b1_b2_post.matrix()).norm(), 0, delta = 1e-5)

    self.assertAlmostEqual(multiCoM.speed().norm(), 0, delta = 1e-3)

    contCstrSpeed.removeFromSolver(solver)
    solver.removeTask(posture1Task)
    solver.removeTask(posture2Task)
    solver.removeTask(multiCoM)
コード例 #7
0
ファイル: TestQPMultiRobot.py プロジェクト: ahundt/Tasks
  def test(self):
    mb1, mbc1Init = arms.makeZXZArm()
    mb2, mbc2Init = arms.makeZXZArm()

    rbdyn.forwardKinematics(mb1, mbc1Init)
    rbdyn.forwardVelocity(mb1, mbc1Init)
    rbdyn.forwardKinematics(mb2, mbc2Init)
    rbdyn.forwardVelocity(mb2, mbc2Init)

    if not LEGACY:
      X_0_b1 = sva.PTransformd(mbc1Init.bodyPosW[-1])
      X_0_b2 = sva.PTransformd(mbc2Init.bodyPosW[-1])
    else:
      X_0_b1 = sva.PTransformd(list(mbc1Init.bodyPosW)[-1])
      X_0_b2 = sva.PTransformd(list(mbc2Init.bodyPosW)[-1])
    X_b1_b2 = X_0_b2*X_0_b1.inv()

    if not LEGACY:
      mbs = rbdyn.MultiBodyVector([mb1, mb2])
      mbcs = rbdyn.MultiBodyConfigVector([mbc1Init, mbc2Init])
    else:
      mbs = [mb1, mb2]
      mbcs = [rbdyn.MultiBodyConfig(mbc1Init), rbdyn.MultiBodyConfig(mbc2Init)]

    # Test ContactAccConstr contraint and test PositionTask on the second robot
    solver = tasks.qp.QPSolver()

    contVec = [ tasks.qp.UnilateralContact(0, 1, "b3", "b3", [eigen.Vector3d.Zero()], sva.RotX(math.pi/2), X_b1_b2, 3, math.tan(math.pi/4)) ]

    oriD = sva.RotZ(math.pi/4)
    if not LEGACY:
      posD = oriD*mbc2Init.bodyPosW[-1].translation()
    else:
      posD = oriD*list(mbc2Init.bodyPosW)[-1].translation()
    posTask = tasks.qp.PositionTask(mbs, 1, "b3", posD)
    posTaskSp = tasks.qp.SetPointTask(mbs, 1, posTask, 1000, 1)

    contCstrAcc = tasks.qp.ContactAccConstr()

    contCstrAcc.addToSolver(solver)
    solver.addTask(posTaskSp)

    solver.nrVars(mbs, contVec, [])
    solver.updateConstrSize()

    self.assertEqual(solver.nrVars(), 3 + 3 + 3)

    for i in range(1000):
      if not LEGACY:
        self.assertTrue(solver.solve(mbs, mbcs))
      else:
        self.assertTrue(solver.solveNoMbcUpdate(mbs, mbcs))
        solver.updateMbc(mbcs[0], 0)
        solver.updateMbc(mbcs[1], 1)
      for i in range(2):
        rbdyn.eulerIntegration(mbs[i], mbcs[i], 0.001)
        rbdyn.forwardKinematics(mbs[i], mbcs[i])
        rbdyn.forwardVelocity(mbs[i], mbcs[i])

      # Check that the link hold
      if not LEGACY:
        X_0_b1_post = mbcs[0].bodyPosW[-1]
        X_0_b2_post = mbcs[1].bodyPosW[-1]
      else:
        X_0_b1_post = list(mbcs[0].bodyPosW)[-1]
        X_0_b2_post = list(mbcs[1].bodyPosW)[-1]
      X_b1_b2_post = X_0_b2*X_0_b1.inv()
      self.assertAlmostEqual((X_b1_b2.matrix() - X_b1_b2_post.matrix()).norm(), 0, delta = 1e-5)

    self.assertAlmostEqual(posTask.eval().norm(), 0, delta = 1e-5)

    contCstrAcc.removeFromSolver(solver)
    solver.removeTask(posTaskSp)

    # Test ContactSpeedConstr constraint and OrientationTask on the second robot
    if not LEGACY:
      mbcs = rbdyn.MultiBodyConfigVector([mbc1Init, mbc2Init])
    else:
      mbcs = [rbdyn.MultiBodyConfig(mbc1Init), rbdyn.MultiBodyConfig(mbc2Init)]
    oriTask = tasks.qp.OrientationTask(mbs, 1, "b3", oriD)
    oriTaskSp = tasks.qp.SetPointTask(mbs, 1, oriTask, 1000, 1)

    contCstrSpeed = tasks.qp.ContactSpeedConstr(0.001)
    contCstrSpeed.addToSolver(solver)
    solver.addTask(oriTaskSp)

    solver.nrVars(mbs, contVec, [])
    solver.updateConstrSize()
    for i in range(1000):
      if not LEGACY:
        self.assertTrue(solver.solve(mbs, mbcs))
      else:
        self.assertTrue(solver.solveNoMbcUpdate(mbs, mbcs))
        solver.updateMbc(mbcs[0], 0)
        solver.updateMbc(mbcs[1], 1)
      for i in range(2):
        rbdyn.eulerIntegration(mbs[i], mbcs[i], 0.001)
        rbdyn.forwardKinematics(mbs[i], mbcs[i])
        rbdyn.forwardVelocity(mbs[i], mbcs[i])
      # Check that the link hold
      if not LEGACY:
        X_0_b1_post = mbcs[0].bodyPosW[-1]
        X_0_b2_post = mbcs[1].bodyPosW[-1]
      else:
        X_0_b1_post = list(mbcs[0].bodyPosW)[-1]
        X_0_b2_post = list(mbcs[1].bodyPosW)[-1]
      X_b1_b2_post = X_0_b2*X_0_b1.inv()
      self.assertAlmostEqual((X_b1_b2.matrix() - X_b1_b2_post.matrix()).norm(), 0, delta = 1e-5)

    self.assertAlmostEqual(oriTask.eval().norm(), 0, delta = 1e-5)
コード例 #8
0
ファイル: TestQPMultiRobot.py プロジェクト: ahundt/Tasks
  def test(self):
    mb1, mbc1Init = arms.makeZXZArm()
    rbdyn.forwardKinematics(mb1, mbc1Init)
    rbdyn.forwardVelocity(mb1, mbc1Init)

    mb2, mbc2Init = arms.makeZXZArm(False)
    if not LEGACY:
      mb2InitPos = mbc1Init.bodyPosW[-1].translation()
    else:
      mb2InitPos = list(mbc1Init.bodyPosW)[-1].translation()
    mb2InitOri = eigen.Quaterniond(sva.RotY(math.pi/2))
    if not LEGACY:
      mbc2Init.q[0] = [mb2InitOri.w(), mb2InitOri.x(), mb2InitOri.y(), mb2InitOri.z(), mb2InitPos.x(), mb2InitPos.y() + 1, mb2InitPos.z()]
      mbc2Init.q[0] = [mb2InitOri.w(), mb2InitOri.x(), mb2InitOri.y(), mb2InitOri.z(), mb2InitPos.x(), mb2InitPos.y() + 1, mb2InitPos.z()]
    rbdyn.forwardKinematics(mb2, mbc2Init)
    rbdyn.forwardVelocity(mb2, mbc2Init)

    if not LEGACY:
      X_0_b1 = sva.PTransformd(mbc1Init.bodyPosW[-1])
      X_0_b2 = sva.PTransformd(mbc2Init.bodyPosW[-1])
    else:
      X_0_b1 = sva.PTransformd(list(mbc1Init.bodyPosW)[-1])
      X_0_b2 = sva.PTransformd(list(mbc2Init.bodyPosW)[-1])
    X_b1_b2 = X_0_b2*X_0_b1.inv()

    if not LEGACY:
      mbs = rbdyn.MultiBodyVector([mb1, mb2])
      mbcs = rbdyn.MultiBodyConfigVector([mbc1Init, mbc2Init])
    else:
      mbs = [mb1, mb2]
      mbcs = [rbdyn.MultiBodyConfig(mbc1Init), rbdyn.MultiBodyConfig(mbc2Init)]

    # Test ContactAccConstr constraint and PositionTask on the second robot
    solver = tasks.qp.QPSolver()

    points = [
      eigen.Vector3d(0.1, 0, 0.1),
      eigen.Vector3d(0.1, 0, -0.1),
      eigen.Vector3d(-0.1, 0, -0.1),
      eigen.Vector3d(-0.1, 0, 0.1),
    ]

    biPoints = [
      eigen.Vector3d.Zero(),
      eigen.Vector3d.Zero(),
      eigen.Vector3d.Zero(),
      eigen.Vector3d.Zero(),
    ]

    nrGen = 4
    biFrames = [
      sva.RotX(math.pi/4),
      sva.RotX(3*math.pi/4),
      sva.RotX(math.pi/4)*sva.RotY(math.pi/2),
      sva.RotX(3*math.pi/4)*sva.RotY(math.pi/2),
    ]

    # The fixed robot can pull the other
    contVecFail = [ tasks.qp.UnilateralContact(0, 1, "b3", "b0", points, sva.RotX(-math.pi/2), X_b1_b2, nrGen, 0.7) ]

    # The fixed robot can push the other
    contVec = [ tasks.qp.UnilateralContact(0, 1, "b3", "b0", points, sva.RotX(math.pi/2), X_b1_b2, nrGen, 0.7) ]

    # The fixed robot has non coplanar force apply on the other
    contVecBi = [ tasks.qp.BilateralContact(tasks.qp.ContactId(0, 1, "b3", "b0"), biPoints, biFrames, X_b1_b2, nrGen, 1) ]

    if not LEGACY:
      posture1Task = tasks.qp.PostureTask(mbs, 0, mbc1Init.q, 2, 1)
      posture2Task = tasks.qp.PostureTask(mbs, 1, mbc2Init.q, 2, 1)
    else:
      posture1Task = tasks.qp.PostureTask(mbs, 0, rbdList(mbc1Init.q), 2, 1)
      posture2Task = tasks.qp.PostureTask(mbs, 1, rbdList(mbc2Init.q), 2, 1)

    contCstrSpeed = tasks.qp.ContactSpeedConstr(0.001)

    Inf = float("inf")
    torqueMin1 = [[], [-Inf], [-Inf], [-Inf]]
    torqueMax1 = [[], [Inf], [Inf], [Inf]]
    torqueMin2 = [[0,0,0,0,0,0], [-Inf], [-Inf], [-Inf]]
    torqueMax2 = [[0,0,0,0,0,0], [Inf], [Inf], [Inf]]
    motion1 = tasks.qp.MotionConstr(mbs, 0, tasks.TorqueBound(torqueMin1, torqueMax1))
    motion2 = tasks.qp.MotionConstr(mbs, 1, tasks.TorqueBound(torqueMin2, torqueMax2))
    plCstr = tasks.qp.PositiveLambda()

    motion1.addToSolver(solver)
    motion2.addToSolver(solver)
    plCstr.addToSolver(solver)

    contCstrSpeed.addToSolver(solver)
    solver.addTask(posture1Task)
    solver.addTask(posture2Task)

    # Check the impossible motion
    solver.nrVars(mbs, contVecFail, [])
    solver.updateConstrSize()
    self.assertEqual(solver.nrVars(), 3 + 9 + 4*nrGen)
    self.assertFalse(solver.solve(mbs, mbcs))

    # Check the unilateral motion
    if not LEGACY:
      mbcs = rbdyn.MultiBodyConfigVector([mbc1Init, mbc2Init])
    else:
      mbcs = [rbdyn.MultiBodyConfig(mbc1Init), rbdyn.MultiBodyConfig(mbc2Init)]
    solver.nrVars(mbs, contVec, [])
    solver.updateConstrSize()
    for i in range(1000):
      if not LEGACY:
        self.assertTrue(solver.solve(mbs, mbcs))
      else:
        self.assertTrue(solver.solveNoMbcUpdate(mbs, mbcs))
        solver.updateMbc(mbcs[0], 0)
        solver.updateMbc(mbcs[1], 1)
      for i in range(2):
        rbdyn.eulerIntegration(mbs[i], mbcs[i], 0.001)
        rbdyn.forwardKinematics(mbs[i], mbcs[i])
        rbdyn.forwardVelocity(mbs[i], mbcs[i])

      # Check that the link hold
      if not LEGACY:
        X_0_b1_post = mbcs[0].bodyPosW[-1]
        X_0_b2_post = mbcs[1].bodyPosW[-1]
      else:
        X_0_b1_post = list(mbcs[0].bodyPosW)[-1]
        X_0_b2_post = list(mbcs[1].bodyPosW)[-1]
      X_b1_b2_post = X_0_b2*X_0_b1.inv()
      self.assertAlmostEqual((X_b1_b2.matrix() - X_b1_b2_post.matrix()).norm(), 0, delta = 1e-5)

      # Force in the world frame must be the same
      f1 = contVec[0].force(solver.lambdaVec(0), contVec[0].r1Cone)
      f2 = contVec[0].force(solver.lambdaVec(0), contVec[0].r2Cone)
      self.assertAlmostEqual((f1+f2).norm(), 0, delta = 1e-5)

    # Check the bilateral motion
    if not LEGACY:
      mbcs = rbdyn.MultiBodyConfigVector([mbc1Init, mbc2Init])
    else:
      mbcs = [rbdyn.MultiBodyConfig(mbc1Init), rbdyn.MultiBodyConfig(mbc2Init)]
    solver.nrVars(mbs, contVec, [])
    solver.updateConstrSize()
    self.assertEqual(solver.nrVars(), 3 + 9 + 4*nrGen)
    for i in range(1000):
      if not LEGACY:
        self.assertTrue(solver.solve(mbs, mbcs))
      else:
        self.assertTrue(solver.solveNoMbcUpdate(mbs, mbcs))
        solver.updateMbc(mbcs[0], 0)
        solver.updateMbc(mbcs[1], 1)
      for i in range(2):
        rbdyn.eulerIntegration(mbs[i], mbcs[i], 0.001)
        rbdyn.forwardKinematics(mbs[i], mbcs[i])
        rbdyn.forwardVelocity(mbs[i], mbcs[i])

      # Check that the link hold
      if not LEGACY:
        X_0_b1_post = mbcs[0].bodyPosW[-1]
        X_0_b2_post = mbcs[1].bodyPosW[-1]
      else:
        X_0_b1_post = list(mbcs[0].bodyPosW)[-1]
        X_0_b2_post = list(mbcs[1].bodyPosW)[-1]
      X_b1_b2_post = X_0_b2*X_0_b1.inv()
      self.assertAlmostEqual((X_b1_b2.matrix() - X_b1_b2_post.matrix()).norm(), 0, delta = 1e-5)

      # Force in the world frame must be the same
      f1 = contVec[0].force(solver.lambdaVec(0), contVec[0].r1Cone)
      f2 = contVec[0].force(solver.lambdaVec(0), contVec[0].r2Cone)
      self.assertAlmostEqual((f1+f2).norm(), 0, delta = 1e-5)

    plCstr.removeFromSolver(solver)
    motion2.removeFromSolver(solver)
    motion1.removeFromSolver(solver)
    contCstrSpeed.removeFromSolver(solver)

    solver.removeTask(posture1Task)
    solver.removeTask(posture2Task)