Beispiel #1
0
def main():

    np.set_printoptions(precision=4, linewidth=200)

    #motion, mcfg, wcfg, stepsPerFrame, config = mit.create_vchain_5()
    motion, mcfg, wcfg, stepsPerFrame, config = mit.create_biped()
    mcfg_motion = mit.normal_mcfg()

    vpWorld = cvw.VpWorld(wcfg)
    motionModel = cvm.VpMotionModel(vpWorld, motion[0], mcfg)
    motionModel.recordVelByFiniteDiff()
    controlModel = cvm.VpControlModel(vpWorld, motion[0], mcfg)

    footPartNum = config['FootPartNum']

    if footPartNum > 1:
        elasticity = 2000
        damping = 2 * (elasticity**.5)

        springBody1 = 5
        springBody2 = 6
        springBody1Pos = motionModel.getBodyPositionGlobal(
            motion[0].skeleton.getJointIndex(config['FootLPart'][springBody1]))
        springBody2Pos = motionModel.getBodyPositionGlobal(
            motion[0].skeleton.getJointIndex(config['FootLPart'][springBody2]))

        initialDist = mm.length(springBody1Pos - springBody2Pos) * 1.
        node = mcfg.getNode(mit.LEFT_PHALANGE_1)
        initialDist -= node.width  #0.084
        v1 = (-node.width * 0.5, 0.0, node.length * 0.4)
        v2 = (node.width * 0.5, 0.0, node.length * 0.4)
        controlModel.setSpring(
            motion[0].skeleton.getJointIndex(config['FootLPart'][springBody1]),
            motion[0].skeleton.getJointIndex(config['FootLPart'][springBody2]),
            elasticity, damping, v2, v1, initialDist)
        controlModel.setSpring(
            motion[0].skeleton.getJointIndex(config['FootRPart'][springBody1]),
            motion[0].skeleton.getJointIndex(config['FootRPart'][springBody2]),
            elasticity, damping, v1, v2, initialDist)

        #elasticity = 10
        #damping = 2*(elasticity**.5)
        #springBody1 = 3
        #springBody2 = 4
        #node = mcfg.getNode(mit.LEFT_PHALANGE_1)
        #springBody1Pos = motionModel.getBodyPositionGlobal(motion[0].skeleton.getJointIndex(config['FootLPart'][springBody1]))
        #springBody2Pos = motionModel.getBodyPositionGlobal(motion[0].skeleton.getJointIndex(config['FootLPart'][springBody2]))
        #initialDist = mm.length(springBody1Pos - springBody2Pos)*1.
        #initialDist -= node.width#0.084
        #v1 = (-node.width*0.5,0.0,-node.length*0.4)
        #v2 = (node.width*0.5,0.0,-node.length*0.4)
        ##controlModel.setSpring(motion[0].skeleton.getJointIndex(config['FootLPart'][springBody1]), motion[0].skeleton.getJointIndex(config['FootLPart'][springBody2]), elasticity, damping, v2, v1, initialDist)
        ##controlModel.setSpring(motion[0].skeleton.getJointIndex(config['FootRPart'][springBody1]), motion[0].skeleton.getJointIndex(config['FootRPart'][springBody2]), elasticity, damping, v1, v2, initialDist)

    vpWorld.initialize()
    controlModel.initializeHybridDynamics()

    #ModelOffset = (1.5, -0.01, 0)
    ModelOffset = (1.5, 0.04, 0)
    controlModel.translateByOffset(ModelOffset)

    totalDOF = controlModel.getTotalDOF()
    DOFs = controlModel.getDOFs()

    # parameter
    Kt = config['Kt']
    Dt = config['Dt']  # tracking gain
    Kl = config['Kl']
    Dl = config['Dl']  # linear balance gain
    Kh = config['Kh']
    Dh = config['Dh']  # angular balance gain
    Ks = config['Ks']
    Ds = config['Ds']  # penalty force spring gain

    Bt = config['Bt']
    Bl = config['Bl']
    Bh = config['Bh']

    w = mot.getTrackingWeight(DOFs, motion[0].skeleton, config['weightMap'])
    w2 = mot.getTrackingWeight(DOFs, motion[0].skeleton, config['weightMap2'])
    #w_IK = mot.getTrackingWeight(DOFs, motion[0].skeleton, config['IKweightMap'])
    supL = motion[0].skeleton.getJointIndex(config['supLink'])
    supR = motion[0].skeleton.getJointIndex(config['supLink2'])
    rootB = motion[0].skeleton.getJointIndex(config['root'])

    selectedBody = motion[0].skeleton.getJointIndex(config['end'])
    #constBody = motion[0].skeleton.getJointIndex('LeftForeArm')
    constBody = motion[0].skeleton.getJointIndex(config['const'])

    # jacobian
    Jsup = yjc.makeEmptyJacobian(DOFs, 1)
    dJsup = Jsup.copy()
    JsupPre = Jsup.copy()

    Jsys = yjc.makeEmptyJacobian(DOFs, controlModel.getBodyNum())
    dJsys = Jsys.copy()
    JsysPre = Jsys.copy()

    Jconst = yjc.makeEmptyJacobian(DOFs, 1)
    dJconst = Jconst.copy()

    Jcom = yjc.makeEmptyJacobian(DOFs, 1, False)
    dJcom = Jcom.copy()

    JcomAng = yjc.makeEmptyJacobian(DOFs, 1, False)
    dJcomAng = JcomAng.copy()

    ###############

    indexFootL = [None] * footPartNum
    indexFootR = [None] * footPartNum
    jFootL = [None] * footPartNum
    dJFootL = [None] * footPartNum
    jFootR = [None] * footPartNum
    dJFootR = [None] * footPartNum
    jointMasksFootL = [None] * footPartNum
    jointMasksFootR = [None] * footPartNum

    for i in range(footPartNum):
        jFootL[i] = yjc.makeEmptyJacobian(DOFs, 1)
        dJFootL[i] = jFootL[i].copy()
        jFootR[i] = yjc.makeEmptyJacobian(DOFs, 1)
        dJFootR[i] = jFootR[i].copy()

        indexFootL[i] = motion[0].skeleton.getJointIndex(
            config['FootLPart'][i])
        indexFootR[i] = motion[0].skeleton.getJointIndex(
            config['FootRPart'][i])

        jointMasksFootL[i] = [
            yjc.getLinkJointMask(motion[0].skeleton, indexFootL[i])
        ]
        jointMasksFootR[i] = [
            yjc.getLinkJointMask(motion[0].skeleton, indexFootR[i])
        ]

    constJointMasks = [
        yjc.getLinksJointMask(motion[0].skeleton,
                              [indexFootL[0], indexFootR[0]])
    ]
    #constJointMasks = [yjc.getLinksJointMask(motion[0].skeleton, [indexFootL[0]])]
    #constJointMasks = [yjc.getLinkJointMask(motion[0].skeleton, constBody)]
    allLinkJointMasks = yjc.getAllLinkJointMasks(motion[0].skeleton)

    #comLowerJointMasks = [yjc.getLinksJointMask(motion[0].skeleton, [motion[0].skeleton.getJointIndex('LeftLeg'), motion[0].skeleton.getJointIndex('RightLeg')])]
    comUpperJointMasks = [
        yjc.getLinkJointMask(motion[0].skeleton, selectedBody)
    ]
    #comLowerJointMasks = [yjc.getLinksJointMask(motion[0].skeleton, [motion[0].skeleton.getJointIndex('LeftLeg'), motion[0].skeleton.getJointIndex('RightLeg')])]
    comUpperJointMasks[0][0] = 0
    #comUpperJointMasks[0][1] = 1
    #comUpperJointMasks[0][10] = 1
    comUpperJointMasks[0][2] = 1
    comUpperJointMasks[0][11] = 1

    #print(comUpperJointMasks)

    comLowerJointMasks = [
        yjc.getLinksJointMask(motion[0].skeleton, [
            motion[0].skeleton.getJointIndex('LeftLeg'),
            motion[0].skeleton.getJointIndex('RightLeg')
        ])
    ]
    '''
    maskArray = [foreSupLJointMasks, foreSupRJointMasks, rearSupLJointMasks, rearSupRJointMasks]
    parentArray = [supL, supR, supL, supR]
    effectorArray = [foreSupL, foreSupR, rearSupL, rearSupR]
    for j in range(4) :
        for i in range(len(foreSupLJointMasks)) :
            if i == parentArray[j] or i == effectorArray[j] :
                maskArray[j][0][i] = 1
            else :
                maskArray[j][0][i] = 0
    '''

    # momentum matrix
    linkMasses = controlModel.getBodyMasses()
    totalMass = controlModel.getTotalMass()
    TO = ymt.make_TO(linkMasses)
    dTO = ymt.make_dTO(len(linkMasses))

    # optimization
    problem = yac.LSE(totalDOF, 6)
    a_sup = (0, 0, 0, 0, 0, 0)  #L
    #a_sup2 = (0,0,0, 0,0,0)#R
    a_sup2 = [0, 0, 0, 0, 0, 0]  #R
    a_sup_2 = [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
    CP_old = [mm.v3(0., 0., 0.)]

    # penalty method
    bodyIDsToCheck = range(vpWorld.getBodyNum())
    mus = [1.] * len(bodyIDsToCheck)

    # flat data structure
    ddth_des_flat = ype.makeFlatList(totalDOF)
    dth_flat = ype.makeFlatList(totalDOF)
    ddth_sol = ype.makeNestedList(DOFs)

    d_th_IK = ype.makeNestedList(DOFs)
    d_th_IK_L = ype.makeNestedList(DOFs)
    d_th_IK_R = ype.makeNestedList(DOFs)
    dd_th_IK = ype.makeNestedList(DOFs)
    dd_th_IK_flat = ype.makeFlatList(totalDOF)
    d_th_IK_flat = ype.makeFlatList(totalDOF)
    ddth_c_flat = ype.makeFlatList(totalDOF)

    # viewer
    rd_footCenter = [None]
    rd_footCenter_ref = [None]
    rd_footCenterL = [None]
    rd_footCenterR = [None]
    rd_CM_plane = [None]
    rd_CM_plane_ref = [None]
    rd_CM_ref = [None]
    rd_CM_des = [None]
    rd_CM = [None]
    rd_CM_vec = [None]
    rd_CM_ref_vec = [None]
    rd_CP = [None]
    rd_CP_des = [None]
    rd_dL_des_plane = [None]
    rd_dH_des = [None]
    rd_grf_des = [None]
    rd_footCenter_des = [None]
    rd_exf_des = [None]
    rd_root_des = [None]
    rd_soft_const_vec = [None]

    rd_root = [None]

    rd_footL_vec = [None]
    rd_footR_vec = [None]

    rd_CMP = [None]

    rd_DesPosL = [None]
    rd_DesPosR = [None]

    rd_DesForePosL = [None]
    rd_DesForePosR = [None]
    rd_DesRearPosL = [None]
    rd_DesRearPosR = [None]

    rd_Joint = [None]
    rd_Joint2 = [None]
    rd_Joint3 = [None]
    rd_Joint4 = [None]
    rd_desPoints = [None]

    rd_contactForces = [None]
    rd_contactPositions = [None]

    #rd_contactForces = [None]*10000
    #rd_contactPositions = [None]*10000
    rd_virtualForce = [None]

    rootPos = [None]
    selectedBodyId = [selectedBody]
    extraForce = [None]
    applyedExtraForce = [None]
    applyedExtraForce[0] = [0, 0, 0]

    normalVector = [[0, 2, 0]]

    if MULTI_VIEWER:
        viewer = ymv.MultiViewer(800, 655)
        #viewer = ymv.MultiViewer(1600, 1255)
        viewer.setRenderers1([
            cvr.VpModelRenderer(motionModel, CHARACTER_COLOR, yr.POLYGON_FILL)
        ])
        viewer.setRenderers2([
            cvr.VpModelRenderer(controlModel, CHARACTER_COLOR, yr.POLYGON_FILL)
        ])

    else:
        viewer = ysv.SimpleViewer()
        #    viewer.record(False)
        #    viewer.doc.addRenderer('motion', yr.JointMotionRenderer(motion, (0,255,255), yr.LINK_BONE))
        viewer.doc.addObject('motion', motion)
        viewer.doc.addRenderer(
            'motionModel',
            cvr.VpModelRenderer(motionModel, (100, 100, 100),
                                yr.POLYGON_FILL))  #(150,150,255)
        viewer.doc.addRenderer(
            'controlModel',
            cvr.VpModelRenderer(controlModel, CHARACTER_COLOR,
                                yr.POLYGON_FILL))
        #viewer.doc.addRenderer('controlModel', cvr.VpModelRenderer(controlModel, CHARACTER_COLOR, yr.POLYGON_LINE))
        #viewer.doc.addRenderer('rd_footCenter', yr.PointsRenderer(rd_footCenter))
        #viewer.doc.addRenderer('rd_footCenter_des', yr.PointsRenderer(rd_footCenter_des, (150,0,150))    )
        #viewer.doc.addRenderer('rd_footCenterL', yr.PointsRenderer(rd_footCenterL))
        #viewer.doc.addRenderer('rd_footCenterR', yr.PointsRenderer(rd_footCenterR))
        viewer.doc.addRenderer('rd_CM_plane',
                               yr.PointsRenderer(rd_CM_plane, (255, 255, 0)))
        viewer.doc.addRenderer('rd_CM',
                               yr.PointsRenderer(rd_CM, (255, 0, 255)))
        viewer.doc.addRenderer('rd_CM_des',
                               yr.PointsRenderer(rd_CM_des, (64, 64, 255)))
        viewer.doc.addRenderer(
            'rd_CM_vec',
            yr.VectorsRenderer(rd_CM_vec, rd_CM_plane, (255, 0, 0), 3))
        #viewer.doc.addRenderer('rd_CP_des', yr.PointsRenderer(rd_CP_des, (0,255,0)))
        viewer.doc.addRenderer('rd_CP_des',
                               yr.PointsRenderer(rd_CP_des, (255, 0, 128)))
        #    viewer.doc.addRenderer('rd_dL_des_plane', yr.VectorsRenderer(rd_dL_des_plane, rd_CM, (255,255,0)))
        #    viewer.doc.addRenderer('rd_dH_des', yr.VectorsRenderer(rd_dH_des, rd_CM, (0,255,0)))
        #viewer.doc.addRenderer('rd_grf_des', yr.ForcesRenderer(rd_grf_des, rd_CP, (0,255,255), .001))

        viewer.doc.addRenderer(
            'rd_exf_des',
            yr.ForcesRenderer(rd_exf_des, rd_root_des, (0, 255, 0), .009,
                              0.04))

        #viewer.doc.addRenderer('rd_CMP', yr.PointsRenderer(rd_CMP, (0,0,255)))

        #viewer.doc.addRenderer('rd_DesPosL', yr.PointsRenderer(rd_DesPosL, (0,0,255)))
        #viewer.doc.addRenderer('rd_DesPosR', yr.PointsRenderer(rd_DesPosR, (0,100,255)))

        #viewer.doc.addRenderer('rd_DesForePosL', yr.PointsRenderer(rd_DesForePosL, (150,0,200)))
        #viewer.doc.addRenderer('rd_DesForePosR', yr.PointsRenderer(rd_DesForePosR, (150,0,250)))
        #viewer.doc.addRenderer('rd_DesRearPosL', yr.PointsRenderer(rd_DesRearPosL, (0,150,200)))
        #viewer.doc.addRenderer('rd_DesRearPosR', yr.PointsRenderer(rd_DesRearPosR, (0,150,250)))

        #viewer.doc.addRenderer('softConstraint', yr.VectorsRenderer(rd_soft_const_vec, rd_CMP, (150,100,100), 3))

        #viewer.doc.addRenderer('rd_footLVec', yr.VectorsRenderer(rd_footL_vec, rd_footCenterL, (255,0,0), 3))
        #viewer.doc.addRenderer('rd_footRVec', yr.VectorsRenderer(rd_footR_vec, rd_footCenterR, (255,255,0), 3))

        #viewer.doc.addRenderer('rd_footCenter_ref', yr.PointsRenderer(rd_footCenter_ref))
        #viewer.doc.addRenderer('rd_CM_plane_ref', yr.PointsRenderer(rd_CM_plane_ref, (255,255,0)))

        #viewer.doc.addRenderer('rd_refNormalVec', yr.VectorsRenderer(normalVector, rd_footCenter_ref, (255,0,0), 3))
        #viewer.doc.addRenderer('rd_refCMVec', yr.VectorsRenderer(rd_CM_ref_vec, rd_footCenter_ref, (255,0,255), 3))

        #viewer.doc.addRenderer('rd_curNormalVec', yr.VectorsRenderer(normalVector, rd_footCenter, (255,0,0), 3))
        #viewer.doc.addRenderer('rd_CMVec', yr.VectorsRenderer(rd_CM_vec, rd_footCenter, (255,0,255), 3))

        viewer.doc.addRenderer(
            'rd_contactForces',
            yr.VectorsRenderer(rd_contactForces, rd_contactPositions,
                               (0, 255, 0), .1))

        #viewer.doc.addRenderer('rd_virtualForce', yr.ForcesRenderer(rd_virtualForce, rd_CM, (50,255,0), 0.5, 0.02))

        #viewer.doc.addRenderer('rd_Joint', yr.PointsRenderer(rd_Joint, (255,0,0)))
        #viewer.doc.addRenderer('rd_Joint2', yr.PointsRenderer(rd_Joint2, (0,255,0)))
        #viewer.doc.addRenderer('rd_Joint3', yr.PointsRenderer(rd_Joint3, (0,0,255)))
        #viewer.doc.addRenderer('rd_Joint4', yr.PointsRenderer(rd_Joint4, (255,255,0)))

        #viewer.doc.addRenderer('rd_desPoints', yr.PointsRenderer(rd_desPoints, (255,0,0)))

    stage = STATIC_BALANCING

    contactRendererName = []

    #for i in range (motion[0].skeleton.getJointNum()):
    #    print(i, motion[0].skeleton.getJointName(i))
    print "(index, id, name)"
    for i in range(controlModel.getBodyNum()):
        print(i, controlModel.index2id(i), controlModel.index2name(i))

    desCOMOffset = 0.0

    pt = [0.]

    timeReport = [0.] * 7

    viewer.objectInfoWnd.comOffsetY.value(-0.05)
    viewer.objectInfoWnd.comOffsetZ.value(0.00)

    viewer.objectInfoWnd.begin()
    viewer.objectInfoWnd.Bc = Fl_Value_Input(100, 450, 40, 10, 'Bc')
    viewer.objectInfoWnd.Bc.value(0.1)
    viewer.objectInfoWnd.end()
    viewer.objectInfoWnd.labelKt.value(50)
    viewer.objectInfoWnd.labelKk.value(17)

    def simulateCallback(frame):
        print "main:frame : ", frame

        curTime = time.time()

        if frame % 30 == 1: pt[0] = time.time()

        global g_initFlag
        global forceShowFrame
        global forceApplyFrame
        global JsysPre
        global JsupPreL
        global JsupPreR
        global JsupPre
        global softConstPoint
        global stage
        global contactRendererName
        global desCOMOffset

        motionModel.update(motion[0])

        Kt, Kk, Kl, Kh, Ksc, Bt, Bl, Bh, B_CM, B_CMSd, B_Toe = viewer.GetParam(
        )

        Dt = 2 * (Kt**.5)
        Dk = 2 * (Kk**.5)
        Dl = 2 * (Kl**.5)
        Dh = 2 * (Kh**.5)
        Dsc = 2 * (Ksc**.5)

        # tracking
        th_r_ori = motion.getDOFPositions(frame)
        th_r = copy.copy(th_r_ori)

        ############################
        #Reference motion modulation

        dCM_k = 10.
        linkVelocities = controlModel.getBodyVelocitiesGlobal()
        dCM = yrp.getCM(linkVelocities, linkMasses, totalMass)
        dCM_plane = copy.copy(dCM)
        dCM_plane[1] = 0.

        global leftHipTimer
        if viewer.objectInfoWnd.onLeftHip:
            leftHipTimer = 60
            viewer.objectInfoWnd.onLeftHip = False
        if leftHipTimer > 0:
            viewer.objectInfoWnd.comOffsetX.value(
                0.08 * np.sin(2 * 3.14 * leftHipTimer / 60.))
            #viewer.objectInfoWnd.comOffsetZ.value(0.04*np.cos(2*3.14*leftHipTimer/90.))
            #B_Hipd = viewer.objectInfoWnd.labelLeftHip.value()
            #newR1 = mm.exp(mm.v3(0.0,1.0,0.0), 3.14*0.5*B_Hipd/100.)
            #idx = motion[0].skeleton.getJointIndex('LeftUpLeg')
            #th_r[idx] = np.dot(th_r[idx], newR1)
            #idx = motion[0].skeleton.getJointIndex('RightUpLeg')
            #th_r[idx] = np.dot(th_r[idx], newR1)
            leftHipTimer -= 1

        timeReport[0] += time.time() - curTime
        curTime = time.time()

        th = controlModel.getDOFPositions()
        dth_r = motion.getDOFVelocities(frame)
        dth = controlModel.getDOFVelocities()
        ddth_r = motion.getDOFAccelerations(frame)
        ddth_des = yct.getDesiredDOFAccelerations(th_r, th, dth_r, dth, ddth_r,
                                                  Kt, Dt)
        ddth_c = controlModel.getDOFAccelerations()

        ype.flatten(ddth_des, ddth_des_flat)
        ype.flatten(dth, dth_flat)

        ype.flatten(ddth_c, ddth_c_flat)

        # jacobian
        refFootL = motionModel.getBodyPositionGlobal(supL)
        refFootR = motionModel.getBodyPositionGlobal(supR)

        positionFootL = [None] * footPartNum
        positionFootR = [None] * footPartNum
        for i in range(footPartNum):
            positionFootL[i] = controlModel.getBodyPositionGlobal(
                indexFootL[i])
            positionFootR[i] = controlModel.getBodyPositionGlobal(
                indexFootR[i])

        linkPositions = controlModel.getBodyPositionsGlobal()
        linkVelocities = controlModel.getBodyVelocitiesGlobal()
        linkAngVelocities = controlModel.getBodyAngVelocitiesGlobal()
        linkInertias = controlModel.getBodyInertiasGlobal()

        jointPositions = controlModel.getJointPositionsGlobal()
        jointAxeses = controlModel.getDOFAxeses()

        CM = yrp.getCM(linkPositions, linkMasses, totalMass)
        dCM = yrp.getCM(linkVelocities, linkMasses, totalMass)
        CM_plane = copy.copy(CM)
        CM_plane[1] = 0.
        dCM_plane = copy.copy(dCM)
        dCM_plane[1] = 0.

        linkPositions_ref = motionModel.getBodyPositionsGlobal()
        linkVelocities_ref = motionModel.getBodyVelocitiesGlobal()
        linkAngVelocities_ref = motionModel.getBodyAngVelocitiesGlobal()
        linkInertias_ref = motionModel.getBodyInertiasGlobal()

        CM_ref = yrp.getCM(linkPositions_ref, linkMasses, totalMass)
        CM_plane_ref = copy.copy(CM_ref)
        CM_plane_ref[1] = 0.

        P = ymt.getPureInertiaMatrix(TO, linkMasses, linkPositions, CM,
                                     linkInertias)
        dP = ymt.getPureInertiaMatrixDerivative(dTO, linkMasses,
                                                linkVelocities, dCM,
                                                linkAngVelocities,
                                                linkInertias)

        timeReport[1] += time.time() - curTime
        curTime = time.time()

        yjc.computeJacobian2(Jsys, DOFs, jointPositions, jointAxeses,
                             linkPositions, allLinkJointMasks)
        timeReport[2] += time.time() - curTime
        curTime = time.time()

        # yjc.computeJacobianDerivative2(dJsys, DOFs, jointPositions, jointAxeses, linkAngVelocities, linkPositions, allLinkJointMasks)
        if frame > 0:
            dJsys = (Jsys - JsysPre) * 30.
        else:
            dJsys = (Jsys - Jsys)
        JsysPre = Jsys.copy()

        timeReport[3] += time.time() - curTime
        curTime = time.time()

        lcpBodyIDs, lcpContactPositions, lcpContactPositionLocals, lcpContactForces = hls.calcLCPForces(
            motion, vpWorld, controlModel, bodyIDsToCheck, 1., 4, None)
        # bodyIDs : IDs for Virtual Physics, not VpModel !!!
        bodyIDs, contactPositions, contactPositionLocals, contactForces = vpWorld.calcPenaltyForce(
            bodyIDsToCheck, mus, Ks, Ds)
        CP = yrp.getCP(contactPositions, contactForces)
        if (CP is not None):
            CP[1] = 0.

        for i in range(controlModel.getBodyNum()):
            controlModel.SetBodyColor(bodyIDsToCheck[i], 0, 0, 0, 255)

        contactFlagFootL = [0] * footPartNum
        contactFlagFootR = [0] * footPartNum

        for i in range(len(bodyIDs)):
            controlModel.SetBodyColor(bodyIDs[i], 255, 105, 105, 200)
            index = controlModel.id2index(bodyIDs[i])
            for j in range(len(indexFootL)):
                if index == indexFootL[j]:
                    contactFlagFootL[j] = 1
            for j in range(len(indexFootR)):
                if index == indexFootR[j]:
                    contactFlagFootR[j] = 1

        for j in range(0, footPartNum):
            jFootR[j] = Jsys[6 * indexFootR[j]:6 * indexFootR[j] + 6]  #.copy()
            jFootL[j] = Jsys[6 * indexFootL[j]:6 * indexFootL[j] + 6]  #.copy()
            dJFootR[j] = dJsys[6 * indexFootR[j]:6 * indexFootR[j] +
                               6]  #.copy()
            dJFootL[j] = dJsys[6 * indexFootL[j]:6 * indexFootL[j] +
                               6]  #.copy()
        if footPartNum == 1:
            desFCL = (controlModel.getBodyPositionGlobal(supL))
            desFCR = (controlModel.getBodyPositionGlobal(supR))
        else:
            r = .5 + desCOMOffset
            desFCL = (controlModel.getBodyPositionGlobal(indexFootL[0]) * r +
                      controlModel.getBodyPositionGlobal(indexFootL[1]) *
                      (1.0 - r)
                      )  #controlModel.getBodyPositionGlobal(indexFootL[1])
            desFCR = (controlModel.getBodyPositionGlobal(indexFootR[0]) * r +
                      controlModel.getBodyPositionGlobal(indexFootR[1]) *
                      (1.0 - r)
                      )  #controlModel.getBodyPositionGlobal(indexFootR[1])
        desFC = desFCL + (desFCR - desFCL) / 2.0
        desFC[1] = 0
        rd_footCenter_des[0] = desFC.copy()
        curRelCMVec = CM_plane - desFC
        vecRatio = mm.length(curRelCMVec) * 0.
        #print(frame, vecRatio)
        footCenter = desFC - curRelCMVec * (vecRatio)  #/10.0

        footCenter = (
            getBodyGlobalPos(controlModel, motion, 'LeftCalcaneus_1') +
            getBodyGlobalPos(controlModel, motion, 'LeftPhalange_1') +
            getBodyGlobalPos(controlModel, motion, 'RightCalcaneus_1') +
            getBodyGlobalPos(controlModel, motion, 'RightPhalange_1')) / 4.
        #footCenter = (getBodyGlobalPos(controlModel, motion, 'LeftCalcaneus_1') + getBodyGlobalPos(controlModel, motion, 'LeftTalus_1') + getBodyGlobalPos(controlModel, motion, 'RightCalcaneus_1') + getBodyGlobalPos(controlModel, motion, 'RightTalus_1'))/4.

        footCenter_ref = refFootL + (refFootR - refFootL) / 2.0
        #footCenter_ref[1] = 0.
        footCenter[1] = 0.
        footCenterOffset = np.array([
            viewer.objectInfoWnd.comOffsetX.value(), 0,
            viewer.objectInfoWnd.comOffsetZ.value()
        ])
        #footCenter += footCenterOffset

        vecRatio = mm.length(curRelCMVec) * 0.
        softConstPointOffset = -curRelCMVec * (vecRatio)  #/10.0
        #print(frame, vecRatio, softConstPointOffset)

        desForeSupLAcc = [0, 0, 0]
        desForeSupRAcc = [0, 0, 0]

        totalNormalForce = [0, 0, 0]

        for i in range(len(contactForces)):
            totalNormalForce[0] += contactForces[i][0]
            totalNormalForce[1] += contactForces[i][1]
            totalNormalForce[2] += contactForces[i][2]

        #print((totalMass*mm.s2v(wcfg.gravity))[1])

        footCenterOffset = np.array([
            viewer.objectInfoWnd.comOffsetX.value(),
            viewer.objectInfoWnd.comOffsetY.value(),
            viewer.objectInfoWnd.comOffsetZ.value()
        ])

        ######################
        # optimization terms
        ######################

        # linear momentum
        CM_ref_plane = footCenter + footCenterOffset
        dL_des_plane = Kl * totalMass * (CM_ref_plane -
                                         CM_plane) - Dl * totalMass * dCM_plane
        dL_des_plane[1] = Kl * totalMass * (CM_ref[1] + footCenterOffset[1] -
                                            CM[1]) - Dl * totalMass * dCM[1]
        #dL_des_plane[1] = 0.
        #print 'dL_des_plane', dL_des_plane

        # angular momentum
        CP_ref = footCenter + footCenterOffset
        CP_ref[1] = 0.

        timeStep = 30.
        if (CP_old[0] is None) or (CP is None):
            dCP = None
        else:
            dCP = (CP - CP_old[0]) * timeStep
        CP_old[0] = CP

        if (CP is not None) and (dCP is not None):
            ddCP_des = Kh * (CP_ref - CP) - Dh * (dCP)
            CP_des = CP + dCP * (1 / timeStep) + .5 * ddCP_des * (
                (1 / timeStep)**2)
            #print 'dCP: ', dCP
            #print 'ddCP_des: ', ddCP_des
            #print 'CP_des: ', CP_des
            #dH_des = np.cross((CP_des - CM), (dL_des_plane + totalMass*mm.s2v(wcfg.gravity)))
            dH_des = np.cross(
                (CP_des - CM_plane),
                (dL_des_plane + totalMass * mm.s2v(wcfg.gravity)))
        else:
            dH_des = None

        # momentum matrix
        RS = np.dot(P, Jsys)
        R, S = np.vsplit(RS, 2)

        rs = np.dot((np.dot(dP, Jsys) + np.dot(P, dJsys)), dth_flat)
        r_bias, s_bias = np.hsplit(rs, 2)

        flagContact = True
        if (dH_des is None) or np.any(np.isnan(dH_des)) == True:
            flagContact = False
            #viewer.doc.showRenderer('rd_grf_des', False)
            #viewer.motionViewWnd.update(1, viewer.doc)
        #else:
        #viewer.doc.showRenderer('rd_grf_des', True)
        #viewer.motionViewWnd.update(1, viewer.doc)
        '''
        0 : initial
        1 : contact
        2 : fly
        3 : landing
        '''

        #MOTION = FORWARD_JUMP
        if mit.MOTION == mit.FORWARD_JUMP:
            frame_index = [136, 100]
            #frame_index = [100000, 100000]
        elif mit.MOTION == mit.TAEKWONDO:
            frame_index = [130, 100]
            #frame_index = [100000, 100000]
        elif mit.MOTION == mit.TAEKWONDO2:
            frame_index = [130 + 40, 100]
        elif mit.MOTION == mit.WALK:
            frame_index = [10000, 60]
        elif mit.MOTION == mit.TIPTOE:
            frame_index = [1000000, 1000000]
            #frame_index = [10000, 165]
        else:
            frame_index = [1000000, 1000000]

        #MOTION = TAEKWONDO
        #frame_index = [135, 100]

        if frame > frame_index[0]:
            if stage != POWERFUL_BALANCING:
                print("#", frame, "-POWERFUL_BALANCING")
            stage = POWERFUL_BALANCING
            Kk = Kk * 2
            Dk = 2 * (Kk**.5)
        elif frame > frame_index[1]:
            if stage != MOTION_TRACKING:
                print("#", frame, "-MOTION_TRACKING")
            stage = MOTION_TRACKING

        trackingW = w

        #if checkAll(contactFlagFootR, 0) != 1 :
        if 0:  #stage == MOTION_TRACKING:
            trackingW = w2
            #stage = POWERFUL_BALANCING
            Bt = Bt * 2

        # optimization

        mot.addTrackingTerms(problem, totalDOF, Bt, trackingW, ddth_des_flat)

        #mot.addSoftPointConstraintTerms(problem, totalDOF, Bsc, ddP_des1, Q1, q_bias1)

        if flagContact == True:
            if stage != MOTION_TRACKING + 10:
                mot.addLinearTerms(problem, totalDOF, Bl, dL_des_plane, R,
                                   r_bias)
                #mot.addAngularTerms(problem, totalDOF, Bh, dH_des, S, s_bias)
                # using || dH ||^2 instead
                mot.addAnotherTerms(problem, totalDOF, Bh, S,
                                    -(s_bias + Kh * np.dot(S, dth_flat)))

        a_sup_2 = None
        Jsup_2 = None
        dJsup_2 = None

        ##############################
        # Hard constraint

        Kk2 = Kk * 4.0
        Dk2 = 2 * (Kk2**.5)

        ankleW = 0
        ankleOffset = ankleW * curRelCMVec[2]
        metatarW = 0
        metatarOffset = metatarW * curRelCMVec[2]

        ##############################

        ##############################
        # Additional constraint

        if stage != MOTION_TRACKING and frame > 5:
            # ankle strategy
            idx = 0  #LEFT/RIGHT_TOES
            if mit.FOOT_PART_NUM == 1:
                yOffset = 0.03
            else:
                yOffset = 0.069
                #yOffset = 0.06
            # ankleOffset = (footCenter - CM_plane)*4.
            ankleOffset = footCenterOffset * 10.

            ankleOffset[1] = 0.
            #ankleOffset[2] = 0.
            ankleOffset[2] = ankleOffset[2] * 20.
            ankleOffsetL = ankleOffset.copy()
            ankleOffsetR = ankleOffset.copy()

            #ankleOffset= np.array((0,0,0))

            if footCenterOffset[0] > 0.0:
                ankleOffsetL[0] = 0.
            else:
                ankleOffsetR[0] = 0.

            # print 'ankleOffset=', ankleOffset

            desLinearAccL, desPosL = getDesFootLinearAcc(
                motionModel, controlModel, indexFootL[idx], ModelOffset,
                CM_ref, CM, Kk, Dk, yOffset)  #0.076) #0.14)
            desLinearAccR, desPosR = getDesFootLinearAcc(
                motionModel, controlModel, indexFootR[idx], ModelOffset,
                CM_ref, CM, Kk, Dk, yOffset)

            ax = [0, 0, -1]
            aaa = getBodyGlobalOri(controlModel, motion, 'RightFoot')
            #print np.dot(aaa, ax)
            if mit.FOOT_PART_NUM == 1:
                ax = [0, 1, 0]

            desAngularAccL = getDesFootAngularAcc(
                motionModel, controlModel, indexFootL[idx], Kk, Dk, ax,
                mm.normalize([0, 1, 0] + ankleOffsetL))
            desAngularAccR = getDesFootAngularAcc(
                motionModel, controlModel, indexFootR[idx], Kk, Dk, ax,
                mm.normalize([0, 1, 0] + ankleOffsetR))

            a_sup_2 = np.hstack((np.hstack((desLinearAccL, desAngularAccL)),
                                 np.hstack((desLinearAccR, desAngularAccR))))
            Jsup_2 = np.vstack((jFootL[idx], jFootR[idx]))
            dJsup_2 = np.vstack((dJFootL[idx], dJFootR[idx]))
            #mot.addConstraint(problem, totalDOF, Jsup_2, dJsup_2, dth_flat, a_sup_2)
            #mot.addConstraint(problem, totalDOF, Jsup_2[:1], dJsup_2[:1], dth_flat, a_sup_2[:1])
            #mot.addConstraint(problem, totalDOF, Jsup_2[2:], dJsup_2[2:], dth_flat, a_sup_2[2:])
            #mot.addConstraint(problem, totalDOF, Jsup_2[3:], dJsup_2[3:], dth_flat, a_sup_2[3:])
            mot.addAnotherTerms(problem, totalDOF,
                                viewer.objectInfoWnd.Bc.value(), Jsup_2[3:],
                                a_sup_2[3:] - np.dot(dJsup_2[3:], dth_flat))
            #mot.addAnotherTerms(problem, totalDOF, viewer.objectInfoWnd.Bc.value(), Jsup_2, a_sup_2 - np.dot(dJsup_2, dth_flat))
            #mot.addAnotherTerms(problem, totalDOF, 1.*viewer.objectInfoWnd.Bc.value(), Jsup_2[0:1], a_sup_2[0:1] - np.dot(dJsup_2[0:1] , dth_flat))
            #mot.addAnotherTerms(problem, totalDOF, 1.*viewer.objectInfoWnd.Bc.value(), Jsup_2[2:], a_sup_2[2:] - np.dot(dJsup_2[2:] , dth_flat))

            desCOMOffset = 0.0

            rd_DesPosL[0] = desPosL.copy()
            rd_DesPosR[0] = desPosR.copy()

        if stage == STATIC_BALANCING and frame > 10:  # and False:
            del rd_desPoints[:]
            # foot strategy
            #Kk2 = Kk * 2.5
            #Kk2 = Kk * .2
            #Dk2 = 2*(Kk2**.5)
            desForePosL = [0, 0, 0]
            desForePosR = [0, 0, 0]
            desRearPosL = [0, 0, 0]
            desRearPosR = [0, 0, 0]
            footPartPos = []
            footPartPos.append(
                controlModel.getBodyPositionGlobal(
                    motion[0].skeleton.getJointIndex('LeftCalcaneus_1')))
            footPartPos.append(
                controlModel.getBodyPositionGlobal(
                    motion[0].skeleton.getJointIndex('LeftPhalange_1')))
            footPartPos.append(
                controlModel.getBodyPositionGlobal(
                    motion[0].skeleton.getJointIndex('RightCalcaneus_1')))
            footPartPos.append(
                controlModel.getBodyPositionGlobal(
                    motion[0].skeleton.getJointIndex('RightPhalange_1')))

            for i in range(1, footPartNum):
                contactFlagFootL[i] = 1
                contactFlagFootR[i] = 1
            SupPts = np.vstack(
                (np.array((footPartPos[0][0], footPartPos[1][0],
                           footPartPos[2][0], footPartPos[3][0])),
                 np.array(
                     (footPartPos[0][2], footPartPos[1][2], footPartPos[2][2],
                      footPartPos[3][2])), np.array((1., 1., 1., 1.))))

            coordWidthLen = 2.
            coordLengthLen = 1.5
            SupUV = np.vstack(
                (np.array((-coordWidthLen, -coordWidthLen, coordWidthLen,
                           coordWidthLen)),
                 np.array((-coordLengthLen, coordLengthLen, -coordLengthLen,
                           coordLengthLen)), np.array((1., 1., 1., 1.))))
            SupMap = np.dot(np.dot(SupUV, SupUV.T),
                            np.linalg.inv(np.dot(SupPts, SupUV.T)))
            #print SupMap
            desFootCenter = footCenter + footCenterOffset
            footCenterPts = np.array((desFootCenter[0], desFootCenter[2], 1))

            #print np.dot(SupMap, footCenterPts)
            #print np.dot(getBodyGlobalOri(controlModel, motion, 'LeftMetatarsal_1'), np.array((0,1,0)))

            CM_plane_2D = np.array((CM[0], CM[2], 1))
            # CM_plane_UV = np.dot(SupMap, CM_plane_2D)
            CM_plane_UV = np.dot(SupMap, footCenterPts)
            # print CM_plane_UV
            # for i in range(1, footPartNum):
            if CM_plane_UV[1] > .5:
                # com is in front
                for i in range(1, 5):
                    contactFlagFootL[i] = 0
                    contactFlagFootR[i] = 0
            elif CM_plane_UV[1] < -.5:
                # com is back
                for i in range(3, footPartNum):
                    contactFlagFootL[i] = 0
                    contactFlagFootR[i] = 0
            else:
                # com is in middle position
                for i in range(3, 5):
                    contactFlagFootL[i] = 0
                    contactFlagFootR[i] = 0

            contactFlagFoot = contactFlagFootL
            if CM_plane_UV[0] < 0.:
                contactFlagFoot = contactFlagFootR
                # CM_plane_UV[0] = -CM_plane_UV[0]

            if abs(CM_plane_UV[0]) > 1.:
                for j in range(0, 3):
                    contactFlagFoot[2 * j + 2] = 0

            # print 'footL : ',contactFlagFootL
            # print 'footR : ',contactFlagFootR

            for i in range(1, footPartNum):

                axis = [0, 0, 1]
                if i == 1 or i == 2:
                    axis = [0, 0, -1]

                desAng = [0, 0, 1]
                if i == 1 or i == 2:
                    desAng = [0, 0, -1]

                desY = 0.029
                if contactFlagFootL[i] == 1:
                    desLinearAccL, desForePosL = getDesFootLinearAcc(
                        motionModel, controlModel, indexFootL[i], ModelOffset,
                        CM_ref, CM, Kk2, Dk2, desY)
                    desAngularAccL = getDesFootAngularAcc(
                        motionModel, controlModel, indexFootL[i], Kk2, Dk2,
                        axis, desAng)
                    a_sup_2 = np.hstack((desLinearAccL, desAngularAccL))
                    Jsup_2 = jFootL[i].copy()
                    dJsup_2 = dJFootL[i].copy()
                    mot.addConstraint(problem, totalDOF, Jsup_2, dJsup_2,
                                      dth_flat, a_sup_2)
                    #mot.addAnotherTerms(problem, totalDOF, viewer.objectInfoWnd.Bc.value(), Jsup_2, a_sup_2 - np.dot(dJsup_2, dth_flat))
                    #mot.addAnotherTerms(problem, totalDOF, viewer.objectInfoWnd.Bc.value(), Jsup_2[3:], a_sup_2[3:] - np.dot(dJsup_2[3:] , dth_flat))
                    rd_desPoints.append(desForePosL.copy())

                if contactFlagFootR[i] == 1:
                    desLinearAccR, desForePosR = getDesFootLinearAcc(
                        motionModel, controlModel, indexFootR[i], ModelOffset,
                        CM_ref, CM, Kk2, Dk2, desY)
                    desAngularAccR = getDesFootAngularAcc(
                        motionModel, controlModel, indexFootR[i], Kk2, Dk2,
                        axis, desAng)
                    a_sup_2 = np.hstack((desLinearAccR, desAngularAccR))
                    Jsup_2 = jFootR[i].copy()
                    dJsup_2 = dJFootR[i].copy()
                    mot.addConstraint(problem, totalDOF, Jsup_2, dJsup_2,
                                      dth_flat, a_sup_2)
                    #mot.addAnotherTerms(problem, totalDOF, viewer.objectInfoWnd.Bc.value(), Jsup_2, a_sup_2 - np.dot(dJsup_2, dth_flat))
                    #mot.addAnotherTerms(problem, totalDOF, viewer.objectInfoWnd.Bc.value(), Jsup_2[3:], a_sup_2[3:] - np.dot(dJsup_2[3:], dth_flat))
                    rd_desPoints.append(desForePosR.copy())

            rd_DesForePosL[0] = desForePosL
            rd_DesForePosR[0] = desForePosR
            rd_DesRearPosL[0] = desRearPosL
            rd_DesRearPosR[0] = desRearPosR

        ##############################

        #if Jsup_2 is not None:
        #    mot.addConstraint(problem, totalDOF, Jsup_2, dJsup_2, dth_flat, a_sup_2)

        timeReport[4] += time.time() - curTime
        curTime = time.time()

        r = problem.solve()
        #print frame
        #Ashape = np.shape(problem.A)
        #if len(Ashape) >0 :
        #    for i in range(0, Ashape[0]):
        #        print problem.A[i]
        #print problem.A[]
        #print problem.b
        #print r
        problem.clear()
        #print r['x']
        ype.nested(r['x'], ddth_sol)

        #print ddth_sol

        rootPos[0] = controlModel.getBodyPositionGlobal(selectedBody)
        localPos = [[0, 0, 0]]

        ###########################################
        ##Jacobian Transpose control

        # COM Position control
        #fCom = Wcp*(pHatComDes - pHatCom) + Wcv*(vComDes - vCom) + Wcm*(footCenter_plane - CM_plane)

        w1 = 10  #10.1
        w2 = 1  #1#2*(w1**.5)

        if frame > 100:
            w1 = 10.1  #10.1
            w2 = 1

        footToCMVec = CM - footCenter
        desCMPos = [footCenter[0], mm.length(footToCMVec), footCenter[2]]
        #print("desCMPos", desCMPos)
        #print("CM", CM)
        fCom = w1 * (desCMPos - CM) + w2 * (-dCM)
        #print("fCom", fCom)
        #fCom[0] = 0.
        #fCom[1] = 0
        #fCom[2] = 0
        rd_virtualForce[0] = fCom.copy()

        #hipPos = controlModel.getBodyPositionGlobal(rootB)
        headPos = controlModel.getBodyPositionGlobal(selectedBody)
        hipPos = controlModel.getBodyPositionGlobal(rootB)
        yjc.computeJacobian2(Jcom, DOFs, jointPositions, jointAxeses,
                             [headPos], comUpperJointMasks)
        #yjc.computeJacobianDerivative2(dJcom, DOFs, jointPositions, jointAxeses, linkAngVelocities, [CM], comUpperJointMasks, False)
        JcomT = Jcom.T
        TauJT = np.dot(JcomT, fCom)

        # Angular Momentum
        Hc = ymt.getAngularMomentum(CM, linkInertias, linkAngVelocities,
                                    linkPositions, linkMasses, linkVelocities)
        Href = ymt.getAngularMomentum(CM_ref, linkInertias_ref,
                                      linkAngVelocities_ref, linkPositions_ref,
                                      linkMasses, linkVelocities_ref)

        Wam = .05
        Tam = Wam * (Href - Hc)
        #print("Tam", Tam)

        yjc.computeAngJacobian2(JcomAng, DOFs, jointPositions, jointAxeses,
                                [headPos], comUpperJointMasks)
        TauAM = np.dot(JcomAng.T, Tam)

        timeReport[5] += time.time() - curTime
        curTime = time.time()

        for i in range(stepsPerFrame):
            # apply penalty force
            bodyIDs, contactPositions, contactPositionLocals, contactForces = vpWorld.calcPenaltyForce(
                bodyIDsToCheck, mus, Ks, Ds)
            #print frame, bodyIDs, contactPositions, contactPositionLocals, contactForces
            vpWorld.applyPenaltyForce(bodyIDs, contactPositionLocals,
                                      contactForces)

            extraForce[0] = viewer.GetForce()
            if (extraForce[0][0] != 0 or extraForce[0][1] != 0
                    or extraForce[0][2] != 0):
                forceApplyFrame += 1
                #vpWorld.applyPenaltyForce(selectedBodyId, localPos, extraForce)
                controlModel.applyBodyForceGlobal(selectedBody, extraForce[0])
                applyedExtraForce[0] = extraForce[0]

            if forceApplyFrame * wcfg.timeStep > 0.1:
                viewer.ResetForce()
                forceApplyFrame = 0
            #print ddth_sol
            controlModel.setDOFAccelerations(ddth_sol)

            controlModel.solveHybridDynamics()
            vpWorld.step()

        #if frame%30==0: print 'elapsed time for 30 frames:', time.time()-pt[0]
        # rendering

        rd_footCenter[0] = footCenter

        rd_CM[0] = CM.copy()

        rd_CM_plane[0] = CM_plane.copy()

        rd_footCenter_ref[0] = footCenter_ref
        rd_CM_plane_ref[0] = CM_ref.copy()
        rd_CM_ref[0] = CM_ref.copy()
        rd_CM_ref_vec[0] = (CM_ref - footCenter_ref) * 3.
        rd_CM_vec[0] = (CM - CM_plane)
        rd_CM_des[0] = CM_ref_plane.copy()
        rd_CM_des[0][1] = .01

        #rd_CM_plane[0][1] = 0.

        if (CP is not None) and (dCP is not None):
            rd_CP[0] = CP
            rd_CP_des[0] = CP_des

        rd_dL_des_plane[0] = dL_des_plane
        rd_dH_des[0] = dH_des

        rd_grf_des[
            0] = totalNormalForce  # - totalMass*mm.s2v(wcfg.gravity)#dL_des_plane - totalMass*mm.s2v(wcfg.gravity)

        rd_exf_des[0] = applyedExtraForce[0]
        rd_root_des[0] = rootPos[0]

        rd_CMP[0] = softConstPoint

        rd_soft_const_vec[0] = controlModel.getBodyPositionGlobal(
            constBody) - softConstPoint

        del rd_contactForces[:]
        del rd_contactPositions[:]
        if CP is not None:
            for i in range(len(lcpBodyIDs)):
                rd_contactForces.append(lcpContactForces[i].copy() / 200.)
                rd_contactPositions.append(lcpContactPositions[i].copy())

        timeReport[6] += time.time() - curTime
        # print timeReport

    viewer.setSimulateCallback(simulateCallback)

    viewer.startTimer(1 / 30.)
    viewer.show()

    Fl.run()
def main():

    np.set_printoptions(precision=4, linewidth=200)

    #    motion, mcfg, wcfg, stepsPerFrame, config = mit.create_vchain_5()
    motion, mcfg, wcfg, stepsPerFrame, config = mit.create_biped()

    vpWorld = cvw.VpWorld(wcfg)
    motionModel = cvm.VpMotionModel(vpWorld, motion[0], mcfg)
    #motionModel.recordVelByFiniteDiff()
    controlModel = cvm.VpControlModel(vpWorld, motion[0], mcfg)
    vpWorld.initialize()
    controlModel.initializeHybridDynamics()

    #ModelOffset = (1.5, -0.01, 0)
    ModelOffset = (1.5, 0.03, 0)
    controlModel.translateByOffset(ModelOffset)

    totalDOF = controlModel.getTotalDOF()
    DOFs = controlModel.getDOFs()

    # parameter
    Kt = config['Kt']
    Dt = config['Dt']  # tracking gain
    Kl = config['Kl']
    Dl = config['Dl']  # linear balance gain
    Kh = config['Kh']
    Dh = config['Dh']  # angular balance gain
    Ks = config['Ks']
    Ds = config['Ds']  # penalty force spring gain

    Bt = config['Bt']
    Bl = config['Bl']
    Bh = config['Bh']

    w = mot.getTrackingWeight(DOFs, motion[0].skeleton, config['weightMap'])
    w2 = mot.getTrackingWeight(DOFs, motion[0].skeleton, config['weightMap2'])
    #w_IK = mot.getTrackingWeight(DOFs, motion[0].skeleton, config['IKweightMap'])
    supL = motion[0].skeleton.getJointIndex(config['supLink'])
    supR = motion[0].skeleton.getJointIndex(config['supLink2'])
    rootB = motion[0].skeleton.getJointIndex(config['root'])

    selectedBody = motion[0].skeleton.getJointIndex(config['end'])
    #constBody = motion[0].skeleton.getJointIndex('LeftForeArm')
    constBody = motion[0].skeleton.getJointIndex(config['const'])

    # jacobian
    Jsup = yjc.makeEmptyJacobian(DOFs, 1)
    dJsup = Jsup.copy()
    JsupPre = Jsup.copy()

    Jsys = yjc.makeEmptyJacobian(DOFs, controlModel.getBodyNum())
    dJsys = Jsys.copy()
    JsysPre = Jsys.copy()

    Jconst = yjc.makeEmptyJacobian(DOFs, 1)
    dJconst = Jconst.copy()

    ###############

    footPartNum = config['FootPartNum']

    indexFootL = [None] * footPartNum
    indexFootR = [None] * footPartNum
    jFootL = [None] * footPartNum
    dJFootL = [None] * footPartNum
    jFootR = [None] * footPartNum
    dJFootR = [None] * footPartNum
    jointMasksFootL = [None] * footPartNum
    jointMasksFootR = [None] * footPartNum

    jAngFootL = [None] * footPartNum
    dJAngFootL = [None] * footPartNum
    jAngFootR = [None] * footPartNum
    dJAngFootR = [None] * footPartNum

    for i in range(footPartNum):
        jFootL[i] = yjc.makeEmptyJacobian(DOFs, 1)
        dJFootL[i] = jFootL[i].copy()
        jFootR[i] = yjc.makeEmptyJacobian(DOFs, 1)
        dJFootR[i] = jFootR[i].copy()

        jAngFootL[i] = yjc.makeEmptyJacobian(DOFs, 1, False)
        dJAngFootL[i] = jAngFootL[i].copy()
        jAngFootR[i] = yjc.makeEmptyJacobian(DOFs, 1, False)
        dJAngFootR[i] = jAngFootR[i].copy()

        indexFootL[i] = motion[0].skeleton.getJointIndex(
            config['FootLPart'][i])
        indexFootR[i] = motion[0].skeleton.getJointIndex(
            config['FootRPart'][i])
        jointMasksFootL[i] = [
            yjc.getLinkJointMask(motion[0].skeleton, indexFootL[i])
        ]
        jointMasksFootR[i] = [
            yjc.getLinkJointMask(motion[0].skeleton, indexFootR[i])
        ]

    constJointMasks = [
        yjc.getLinksJointMask(motion[0].skeleton,
                              [indexFootL[0], indexFootR[0]])
    ]
    #constJointMasks = [yjc.getLinkJointMask(motion[0].skeleton, constBody)]
    allLinkJointMasks = yjc.getAllLinkJointMasks(motion[0].skeleton)
    '''
    maskArray = [foreSupLJointMasks, foreSupRJointMasks, rearSupLJointMasks, rearSupRJointMasks]
    parentArray = [supL, supR, supL, supR]
    effectorArray = [foreSupL, foreSupR, rearSupL, rearSupR]
    for j in range(4) :
        for i in range(len(foreSupLJointMasks)) :
            if i == parentArray[j] or i == effectorArray[j] :
                maskArray[j][0][i] = 1
            else :
                maskArray[j][0][i] = 0
    '''
    # momentum matrix
    linkMasses = controlModel.getBodyMasses()
    totalMass = controlModel.getTotalMass()
    TO = ymt.make_TO(linkMasses)
    dTO = ymt.make_dTO(len(linkMasses))

    # optimization
    problem = yac.LSE(totalDOF, 6)
    a_sup = (0, 0, 0, 0, 0, 0)  #L
    #a_sup2 = (0,0,0, 0,0,0)#R
    a_sup2 = [0, 0, 0, 0, 0, 0]  #R
    a_sup_2 = [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
    CP_old = [mm.v3(0., 0., 0.)]

    # penalty method
    bodyIDsToCheck = range(vpWorld.getBodyNum())
    mus = [1.] * len(bodyIDsToCheck)

    # flat data structure
    ddth_des_flat = ype.makeFlatList(totalDOF)
    dth_flat = ype.makeFlatList(totalDOF)
    ddth_sol = ype.makeNestedList(DOFs)

    d_th_IK = ype.makeNestedList(DOFs)
    d_th_IK_L = ype.makeNestedList(DOFs)
    d_th_IK_R = ype.makeNestedList(DOFs)
    dd_th_IK = ype.makeNestedList(DOFs)
    dd_th_IK_flat = ype.makeFlatList(totalDOF)
    d_th_IK_flat = ype.makeFlatList(totalDOF)
    ddth_c_flat = ype.makeFlatList(totalDOF)

    # viewer
    rd_footCenter = [None]
    rd_footCenter_ref = [None]
    rd_footCenterL = [None]
    rd_footCenterR = [None]
    rd_CM_plane = [None]
    rd_CM_plane_ref = [None]
    rd_CM_ref = [None]
    rd_CM = [None]
    rd_CM_vec = [None]
    rd_CM_ref_vec = [None]
    rd_CP = [None]
    rd_CP_des = [None]
    rd_dL_des_plane = [None]
    rd_dH_des = [None]
    rd_grf_des = [None]
    rd_footCenter_des = [None]
    rd_exf_des = [None]
    rd_root_des = [None]
    rd_soft_const_vec = [None]

    rd_root = [None]

    rd_footL_vec = [None]
    rd_footR_vec = [None]

    rd_CMP = [None]

    rd_DesPosL = [None]
    rd_DesPosR = [None]

    rd_DesForePosL = [None]
    rd_DesForePosR = [None]
    rd_DesRearPosL = [None]
    rd_DesRearPosR = [None]

    rd_contactForces = [None] * 1000
    rd_contactPositions = [None] * 1000

    rootPos = [None]
    selectedBodyId = [selectedBody]
    extraForce = [None]
    applyedExtraForce = [None]
    applyedExtraForce[0] = [0, 0, 0]

    normalVector = [[0, 2, 0]]

    viewer = ysv.SimpleViewer()
    #    viewer.record(False)
    #    viewer.doc.addRenderer('motion', yr.JointMotionRenderer(motion, (0,255,255), yr.LINK_BONE))
    viewer.doc.addObject('motion', motion)
    viewer.doc.addRenderer(
        'motionModel',
        cvr.VpModelRenderer(motionModel, (150, 150, 255), yr.POLYGON_FILL))
    viewer.doc.addRenderer(
        'controlModel',
        cvr.VpModelRenderer(controlModel, (255, 240, 255), yr.POLYGON_FILL))
    viewer.doc.addRenderer('rd_footCenter', yr.PointsRenderer(rd_footCenter))
    viewer.doc.addRenderer('rd_footCenter_des',
                           yr.PointsRenderer(rd_footCenter_des, (150, 0, 150)))
    #viewer.doc.addRenderer('rd_footCenterL', yr.PointsRenderer(rd_footCenterL))
    #viewer.doc.addRenderer('rd_footCenterR', yr.PointsRenderer(rd_footCenterR))
    #viewer.doc.addRenderer('rd_CM_plane', yr.PointsRenderer(rd_CM_plane, (255,255,0)))
    viewer.doc.addRenderer('rd_CM',
                           yr.PointsRenderer(rd_CM_plane, (255, 255, 0)))
    viewer.doc.addRenderer('rd_CP_des',
                           yr.PointsRenderer(rd_CP_des, (0, 255, 0)))
    #viewer.doc.addRenderer('rd_CP_des', yr.PointsRenderer(rd_CP_des, (255,0,255)))
    #    viewer.doc.addRenderer('rd_dL_des_plane', yr.VectorsRenderer(rd_dL_des_plane, rd_CM, (255,255,0)))
    #    viewer.doc.addRenderer('rd_dH_des', yr.VectorsRenderer(rd_dH_des, rd_CM, (0,255,0)))
    viewer.doc.addRenderer(
        'rd_grf_des', yr.ForcesRenderer(rd_grf_des, rd_CP, (0, 255, 255),
                                        .001))

    viewer.doc.addRenderer(
        'rd_exf_des',
        yr.ForcesRenderer(rd_exf_des, rd_root_des, (0, 255, 0), .009, 0.05))

    viewer.doc.addRenderer('rd_CMP', yr.PointsRenderer(rd_CMP, (0, 0, 255)))

    viewer.doc.addRenderer('rd_DesPosL',
                           yr.PointsRenderer(rd_DesPosL, (0, 0, 255)))
    viewer.doc.addRenderer('rd_DesPosR',
                           yr.PointsRenderer(rd_DesPosR, (0, 100, 255)))

    viewer.doc.addRenderer('rd_DesForePosL',
                           yr.PointsRenderer(rd_DesForePosL, (150, 0, 200)))
    viewer.doc.addRenderer('rd_DesForePosR',
                           yr.PointsRenderer(rd_DesForePosR, (150, 0, 250)))
    viewer.doc.addRenderer('rd_DesRearPosL',
                           yr.PointsRenderer(rd_DesRearPosL, (0, 150, 200)))
    viewer.doc.addRenderer('rd_DesRearPosR',
                           yr.PointsRenderer(rd_DesRearPosR, (0, 150, 250)))

    viewer.doc.addRenderer(
        'softConstraint',
        yr.VectorsRenderer(rd_soft_const_vec, rd_CMP, (150, 100, 100), 3))

    viewer.doc.addRenderer(
        'rd_footLVec',
        yr.VectorsRenderer(rd_footL_vec, rd_footCenterL, (255, 0, 0), 3))
    viewer.doc.addRenderer(
        'rd_footRVec',
        yr.VectorsRenderer(rd_footR_vec, rd_footCenterL, (255, 255, 0), 3))

    #viewer.doc.addRenderer('rd_footCenter_ref', yr.PointsRenderer(rd_footCenter_ref))
    viewer.doc.addRenderer('rd_CM_plane_ref',
                           yr.PointsRenderer(rd_CM_plane_ref, (255, 255, 0)))

    viewer.doc.addRenderer(
        'rd_refNormalVec',
        yr.VectorsRenderer(normalVector, rd_footCenter_ref, (255, 0, 0), 3))
    viewer.doc.addRenderer(
        'rd_refCMVec',
        yr.VectorsRenderer(rd_CM_ref_vec, rd_footCenter_ref, (255, 0, 255), 3))

    viewer.doc.addRenderer(
        'rd_curNormalVec',
        yr.VectorsRenderer(normalVector, rd_footCenter, (255, 0, 0), 3))
    viewer.doc.addRenderer(
        'rd_CMVec',
        yr.VectorsRenderer(rd_CM_vec, rd_footCenter, (255, 0, 255), 3))

    viewer.doc.addRenderer(
        'rd_contactForces',
        yr.ForcesRenderer(rd_contactForces, rd_contactPositions, (0, 255, 0),
                          .009, 0.009))
    stage = STATIC_BALANCING

    contactRendererName = []

    for i in range(motion[0].skeleton.getJointNum()):
        print(i, motion[0].skeleton.getJointName(i))

    def simulateCallback(frame):
        global g_initFlag
        global forceShowFrame
        global forceApplyFrame
        global JsysPre
        global JsupPreL
        global JsupPreR
        global JsupPre
        global softConstPoint
        global stage
        global contactRendererName

        motionModel.update(motion[frame])

        Kt, Kk, Kl, Kh, Ksc, Bt, Bl, Bh, Bsc = viewer.GetParam()

        Dt = 2 * (Kt**.5)
        Dk = 2 * (Kk**.5)
        Dl = 2 * (Kl**.5)
        Dh = 2 * (Kh**.5)
        Dsc = 2 * (Ksc**.5)

        if Bsc == 0.0:
            viewer.doc.showRenderer('softConstraint', False)
            viewer.motionViewWnd.update(1, viewer.doc)
        else:
            viewer.doc.showRenderer('softConstraint', True)
            renderer1 = viewer.doc.getRenderer('softConstraint')
            renderer1.rc.setLineWidth(0.1 + Bsc * 3)
            viewer.motionViewWnd.update(1, viewer.doc)

        # tracking
        th_r = motion.getDOFPositions(frame)
        th = controlModel.getDOFPositions()
        dth_r = motion.getDOFVelocities(frame)
        dth = controlModel.getDOFVelocities()
        ddth_r = motion.getDOFAccelerations(frame)
        ddth_des = yct.getDesiredDOFAccelerations(th_r, th, dth_r, dth, ddth_r,
                                                  Kt, Dt)
        ddth_c = controlModel.getDOFAccelerations()

        ype.flatten(ddth_des, ddth_des_flat)
        ype.flatten(dth, dth_flat)

        ype.flatten(ddth_c, ddth_c_flat)

        # jacobian
        refFootL = motionModel.getBodyPositionGlobal(supL)
        refFootR = motionModel.getBodyPositionGlobal(supR)

        positionFootL = [None] * footPartNum
        positionFootR = [None] * footPartNum
        for i in range(footPartNum):
            positionFootL[i] = controlModel.getBodyPositionGlobal(
                indexFootL[i])
            positionFootR[i] = controlModel.getBodyPositionGlobal(
                indexFootR[i])

        linkPositions = controlModel.getBodyPositionsGlobal()
        linkVelocities = controlModel.getBodyVelocitiesGlobal()
        linkAngVelocities = controlModel.getBodyAngVelocitiesGlobal()
        linkInertias = controlModel.getBodyInertiasGlobal()

        jointPositions = controlModel.getJointPositionsGlobal()
        jointAxeses = controlModel.getDOFAxeses()

        CM = yrp.getCM(linkPositions, linkMasses, totalMass)
        dCM = yrp.getCM(linkVelocities, linkMasses, totalMass)
        CM_plane = copy.copy(CM)
        CM_plane[1] = 0.
        dCM_plane = copy.copy(dCM)
        dCM_plane[1] = 0.

        linkPositions_ref = motionModel.getBodyPositionsGlobal()
        CM_ref = yrp.getCM(linkPositions_ref, linkMasses, totalMass)
        CM_plane_ref = copy.copy(CM_ref)
        CM_plane_ref[1] = 0.

        P = ymt.getPureInertiaMatrix(TO, linkMasses, linkPositions, CM,
                                     linkInertias)
        dP = ymt.getPureInertiaMatrixDerivative(dTO, linkMasses,
                                                linkVelocities, dCM,
                                                linkAngVelocities,
                                                linkInertias)

        yjc.computeJacobian2(Jsys, DOFs, jointPositions, jointAxeses,
                             linkPositions, allLinkJointMasks)
        yjc.computeJacobianDerivative2(dJsys, DOFs, jointPositions,
                                       jointAxeses, linkAngVelocities,
                                       linkPositions, allLinkJointMasks)

        yjc.computeJacobian2(jFootL[0], DOFs, jointPositions, jointAxeses,
                             [positionFootL[0]], jointMasksFootL[0])
        yjc.computeJacobianDerivative2(dJFootL[0], DOFs, jointPositions,
                                       jointAxeses, linkAngVelocities,
                                       [positionFootL[0]], jointMasksFootL[0],
                                       False)

        yjc.computeJacobian2(jFootR[0], DOFs, jointPositions, jointAxeses,
                             [positionFootR[0]], jointMasksFootR[0])
        yjc.computeJacobianDerivative2(dJFootR[0], DOFs, jointPositions,
                                       jointAxeses, linkAngVelocities,
                                       [positionFootR[0]], jointMasksFootR[0],
                                       False)

        yjc.computeAngJacobian2(jAngFootL[0], DOFs, jointPositions,
                                jointAxeses, [positionFootL[0]],
                                jointMasksFootL[0])
        yjc.computeAngJacobianDerivative2(dJAngFootL[0], DOFs, jointPositions,
                                          jointAxeses, linkAngVelocities,
                                          [positionFootL[0]],
                                          jointMasksFootL[0], False)

        yjc.computeAngJacobian2(jAngFootR[0], DOFs, jointPositions,
                                jointAxeses, [positionFootR[0]],
                                jointMasksFootR[0])
        yjc.computeAngJacobianDerivative2(dJAngFootR[0], DOFs, jointPositions,
                                          jointAxeses, linkAngVelocities,
                                          [positionFootR[0]],
                                          jointMasksFootR[0], False)

        bodyIDs, contactPositions, contactPositionLocals, contactForces = vpWorld.calcPenaltyForce(
            bodyIDsToCheck, mus, Ks, Ds)
        CP = yrp.getCP(contactPositions, contactForces)

        for i in range(len(bodyIDsToCheck)):
            controlModel.SetBodyColor(bodyIDsToCheck[i], 0, 0, 0)

        ##########################################

        for i in range(len(rd_contactPositions)):
            rd_contactPositions[i] = [0, 0, 0]
            rd_contactForces[i] = [0, 0, 0]

        for i in range(len(contactPositions)):
            rd_contactPositions[i] = np.copy(contactPositions[i])
            rd_contactForces[i] = np.copy(contactForces[i])
        '''
        if len(contactPositions) > 0:
            rd_contactPositions = np.copy(contactPositions)
            rd_contactForces = np.copy(contactForces)
            print("rd_contactPositions", rd_contactPositions)
            print("contactPositions", contactPositions)
        '''
        '''
        for i in range(len(contactRendererName)):
                viewer.doc.removeRenderer(contactRendererName[i])
                
        del contactRendererName[:]

        for i in range(len(contactPositions)):
            contactRendererName.append(str(i))
            #viewer.doc.addRenderer(str(i), yr.PointsRenderer([contactPositions[i]], (0,255,0)))
            viewer.doc.addRenderer(str(i), yr.ForcesRenderer([contactForces[i]], [contactPositions[i]], (0,255,0), .009, 0.009))


        viewer.motionViewWnd.update(1, viewer.doc)
        '''
        ##########################################

        contactFlagFootL = [0] * footPartNum
        contactFlagFootR = [0] * footPartNum

        partialDOFIndex = [22, 22]
        for i in range(len(bodyIDs)):
            controlModel.SetBodyColor(bodyIDs[i], 255, 105, 105)
            index = controlModel.id2index(bodyIDs[i])
            for j in range(len(indexFootL)):
                if index == indexFootL[j]:
                    contactFlagFootL[j] = 1
                    if j != 0:
                        yjc.computePartialJacobian2(jFootL[j], DOFs,
                                                    jointPositions,
                                                    jointAxeses,
                                                    [positionFootL[j]],
                                                    jointMasksFootL[j],
                                                    partialDOFIndex)
                        yjc.computePartialJacobianDerivative2(
                            dJFootL[j], DOFs, jointPositions, jointAxeses,
                            linkAngVelocities, [positionFootL[j]],
                            jointMasksFootL[j], False, partialDOFIndex)
                    break
            for j in range(len(indexFootR)):
                if index == indexFootR[j]:
                    contactFlagFootR[j] = 1
                    if j != 0:
                        yjc.computePartialJacobian2(jFootR[j], DOFs,
                                                    jointPositions,
                                                    jointAxeses,
                                                    [positionFootR[j]],
                                                    jointMasksFootR[j],
                                                    partialDOFIndex)
                        yjc.computePartialJacobianDerivative2(
                            dJFootR[j], DOFs, jointPositions, jointAxeses,
                            linkAngVelocities, [positionFootR[j]],
                            jointMasksFootR[j], False, partialDOFIndex)
                    break

        for j in range(len(indexFootL)):
            yjc.computeAngJacobian2(jAngFootL[j], DOFs, jointPositions,
                                    jointAxeses, [positionFootL[j]],
                                    jointMasksFootL[j])
            yjc.computeAngJacobianDerivative2(dJAngFootL[j], DOFs,
                                              jointPositions, jointAxeses,
                                              linkAngVelocities,
                                              [positionFootL[j]],
                                              jointMasksFootL[j], False)
            yjc.computeAngJacobian2(jAngFootR[j], DOFs, jointPositions,
                                    jointAxeses, [positionFootR[j]],
                                    jointMasksFootR[j])
            yjc.computeAngJacobianDerivative2(dJAngFootR[j], DOFs,
                                              jointPositions, jointAxeses,
                                              linkAngVelocities,
                                              [positionFootR[j]],
                                              jointMasksFootR[j], False)
        '''
        if footPartNum == 1:
             footCenterL = controlModel.getBodyPositionGlobal(supL)
             footCenterR = controlModel.getBodyPositionGlobal(supR)             
        else:
            if ((contactFlagFootL[3] == 1 or contactFlagFootL[4] == 1) and contactFlagFootL[0] == 0) or ((contactFlagFootR[3] == 1 or contactFlagFootR[4] == 1) and contactFlagFootR[0] == 0):
                r = 0.8
                footCenterL = (controlModel.getBodyPositionGlobal(supL)*r + controlModel.getBodyPositionGlobal(indexFootL[1])*(1.0-r))
                footCenterR = (controlModel.getBodyPositionGlobal(supR)*r + controlModel.getBodyPositionGlobal(indexFootR[1])*(1.0-r))
                #footCenterL = controlModel.getBodyPositionGlobal(indexFootL[1]) 
                #footCenterR = controlModel.getBodyPositionGlobal(indexFootR[1])                 
            else :
                #footCenterL = (controlModel.getBodyPositionGlobal(supL) + controlModel.getBodyPositionGlobal(indexFootL[1]))/2.0
                #footCenterR = (controlModel.getBodyPositionGlobal(supR) + controlModel.getBodyPositionGlobal(indexFootR[1]))/2.0
                #footCenterL = controlModel.getBodyPositionGlobal(indexFootL[1])                    
                #footCenterR = controlModel.getBodyPositionGlobal(indexFootR[1])
                r = 0.8
                footCenterL = (controlModel.getBodyPositionGlobal(indexFootL[1])*r + controlModel.getBodyPositionGlobal(indexFootL[3])*(1.0-r))
                footCenterR = (controlModel.getBodyPositionGlobal(indexFootR[1])*r + controlModel.getBodyPositionGlobal(indexFootR[3])*(1.0-r))
        '''
        '''
        if stage == POWERFUL_BALANCING:
            footCenterL = controlModel.getBodyPositionGlobal(indexFootL[1])        
            footCenterR = controlModel.getBodyPositionGlobal(indexFootR[1])
        else:
            footCenterL = (controlModel.getBodyPositionGlobal(indexFootL[1]) + controlModel.getBodyPositionGlobal(indexFootL[3]) )/2.0       
            footCenterR = (controlModel.getBodyPositionGlobal(indexFootR[1]) + controlModel.getBodyPositionGlobal(indexFootR[3]))/2.0
        '''
        '''
        p1 = controlModel.getBodyPositionGlobal(indexFootL[0])
        p2 = controlModel.getBodyPositionGlobal(indexFootR[0])
        p3 = controlModel.getBodyPositionGlobal(indexFootL[4])
        p4 = controlModel.getBodyPositionGlobal(indexFootR[4])
        print(frame, "supL", p1[1])
        print(frame, "supR", p2[1])
        print(frame, "calcL", p3[1])
        print(frame, "calcR", p4[1])
        '''

        #footCenter = footCenterL + (footCenterR - footCenterL)/2.0
        #footCenter[1] = 0.

        #
        '''
        if checkAll(contactFlagFootL, 0) == 1 and checkAll(contactFlagFootR, 0) == 1:
            footCenter = footCenter
        elif checkAll(contactFlagFootL, 0) == 1 :
            footCenter = footCenterR
        elif checkAll(contactFlagFootR, 0) == 1 :
            footCenter = footCenterL
        '''

        if footPartNum == 1:
            desFCL = (controlModel.getBodyPositionGlobal(supL))
            desFCR = (controlModel.getBodyPositionGlobal(supR))
        else:
            r = 1.
            desFCL = (controlModel.getBodyPositionGlobal(supL) * r +
                      controlModel.getBodyPositionGlobal(indexFootL[2]) *
                      (1.0 - r)
                      )  #controlModel.getBodyPositionGlobal(indexFootL[1])
            desFCR = (controlModel.getBodyPositionGlobal(supR) * r +
                      controlModel.getBodyPositionGlobal(indexFootR[2]) *
                      (1.0 - r)
                      )  #controlModel.getBodyPositionGlobal(indexFootR[1])
        desFC = desFCL + (desFCR - desFCL) / 2.0

        if checkAll(contactFlagFootL, 0) == 1 and checkAll(
                contactFlagFootR, 0) == 1:
            desFC = desFC
        elif checkAll(contactFlagFootL, 0) == 1:
            desFC = desFCR
        elif checkAll(contactFlagFootR, 0) == 1:
            desFC = desFCL

        desFC[1] = 0
        rd_footCenter_des[0] = desFC.copy()
        curRelCMVec = CM_plane - desFC
        vecRatio = mm.length(curRelCMVec) * 0.
        #print(frame, vecRatio)
        footCenter = desFC - curRelCMVec * (vecRatio)  #/10.0

        footCenter_ref = refFootL + (refFootR - refFootL) / 2.0
        #footCenter_ref[1] = 0.
        footCenter[1] = 0.

        vecRatio = mm.length(curRelCMVec) * 10.
        softConstPointOffset = -curRelCMVec * (vecRatio)  #/10.0
        #print(frame, vecRatio, softConstPointOffset)

        desForeSupLAcc = [0, 0, 0]
        desForeSupRAcc = [0, 0, 0]

        totalNormalForce = [0, 0, 0]

        for i in range(len(contactForces)):
            totalNormalForce[0] += contactForces[i][0]
            totalNormalForce[1] += contactForces[i][1]
            totalNormalForce[2] += contactForces[i][2]

        # linear momentum
        CM_ref_plane = footCenter
        dL_des_plane = Kl * totalMass * (CM_ref_plane -
                                         CM_plane) - Dl * totalMass * dCM_plane

        # angular momentum
        CP_ref = footCenter

        timeStep = 30.
        if CP_old[0] == None or CP == None:
            dCP = None
        else:
            dCP = (CP - CP_old[0]) / (1 / timeStep)
        CP_old[0] = CP

        if CP != None and dCP != None:
            ddCP_des = Kh * (CP_ref - CP) - Dh * (dCP)
            CP_des = CP + dCP * (1 / timeStep) + .5 * ddCP_des * (
                (1 / timeStep)**2)
            dH_des = np.cross(
                (CP_des - CM),
                (dL_des_plane + totalMass * mm.s2v(wcfg.gravity)))
            #dH_des = np.cross((CP_des - CM_plane), (dL_des_plane + totalMass*mm.s2v(wcfg.gravity)))
        else:
            dH_des = None

        # momentum matrix
        RS = np.dot(P, Jsys)
        R, S = np.vsplit(RS, 2)

        rs = np.dot((np.dot(dP, Jsys) + np.dot(P, dJsys)), dth_flat)
        r_bias, s_bias = np.hsplit(rs, 2)

        ##############################
        # soft point constraint

        #####################################################
        P_cur = controlModel.getBodyPositionGlobal(constBody)
        constBodyVec = P_cur - footCenter
        softConstPoint = [
            footCenter[0] + softConstPointOffset[0],
            mm.length(constBodyVec), footCenter[2] + softConstPointOffset[2]
        ]
        #####################################################

        P_des = softConstPoint
        #P_cur = controlModel.getBodyPositionGlobal(constBody)
        dP_des = [0, 0, 0]
        dP_cur = controlModel.getBodyVelocityGlobal(constBody)
        ddP_des1 = Ksc * (-(P_des - P_cur)) - Dsc * (-(dP_cur - dP_des))

        r = -(P_des - P_cur)
        I = np.vstack(([1, 0, 0], [0, 1, 0], [0, 0, 1]))
        Z = np.hstack((I, mm.getCrossMatrixForm(-r)))

        yjc.computeJacobian2(Jconst, DOFs, jointPositions, jointAxeses,
                             [P_cur], constJointMasks)
        JL, JA = np.vsplit(Jconst, 2)
        Q1 = np.dot(Z, Jconst)

        q1 = np.dot(JA, dth_flat)
        q2 = np.dot(mm.getCrossMatrixForm(q1),
                    np.dot(mm.getCrossMatrixForm(q1), r))

        yjc.computeJacobianDerivative2(dJconst, DOFs, jointPositions,
                                       jointAxeses, linkAngVelocities, [P_cur],
                                       constJointMasks, False)
        q_bias1 = np.dot(np.dot(Z, dJconst), dth_flat) + q2

        ##############################

        flagContact = True
        if dH_des == None or np.any(np.isnan(dH_des)) == True:
            flagContact = False
            viewer.doc.showRenderer('rd_grf_des', False)
            viewer.motionViewWnd.update(1, viewer.doc)
        else:
            viewer.doc.showRenderer('rd_grf_des', True)
            viewer.motionViewWnd.update(1, viewer.doc)
        '''
        0 : initial
        1 : contact
        2 : fly
        3 : landing
        '''

        #MOTION = FORWARD_JUMP
        if mit.MOTION == mit.FORWARD_JUMP:
            frame_index = [136, 100]
            #frame_index = [100000, 100000]
        elif mit.MOTION == mit.TAEKWONDO:
            frame_index = [130, 100]
            #frame_index = [100000, 100000]
        elif mit.MOTION == mit.TAEKWONDO2:
            frame_index = [130 + 40, 100]
        else:
            frame_index = [1000000, 1000000]

        #MOTION = TAEKWONDO
        #frame_index = [135, 100]
        '''
        if frame > 300 :
            if stage != DYNAMIC_BALANCING:
                print("#", frame,"-DYNAMIC_BALANCING")
            stage = DYNAMIC_BALANCING
            Kk = Kk*1
            Dk = 2*(Kk**.5)        
        '''
        if frame > frame_index[0]:
            if stage != POWERFUL_BALANCING:
                print("#", frame, "-POWERFUL_BALANCING")
            stage = POWERFUL_BALANCING
            Kk = Kk * 2
            Dk = 2 * (Kk**.5)
        elif frame > frame_index[1]:
            if stage != MOTION_TRACKING:
                print("#", frame, "-MOTION_TRACKING")
            stage = MOTION_TRACKING

        trackingW = w

        if stage == MOTION_TRACKING:
            trackingW = w2
            Bt = Bt * 2

        # optimization

        mot.addTrackingTerms(problem, totalDOF, Bt, trackingW, ddth_des_flat)

        mot.addSoftPointConstraintTerms(problem, totalDOF, Bsc, ddP_des1, Q1,
                                        q_bias1)

        if flagContact == True:
            if stage != MOTION_TRACKING:
                mot.addLinearTerms(problem, totalDOF, Bl, dL_des_plane, R,
                                   r_bias)
                mot.addAngularTerms(problem, totalDOF, Bh, dH_des, S, s_bias)

        a_sup_2 = [None]
        Jsup_2 = [None]
        dJsup_2 = [None]

        ##############################
        # Hard constraint
        if stage != MOTION_TRACKING:
            Kk2 = Kk * 2.0
        else:
            Kk2 = Kk * 1.5

        Dk2 = 2 * (Kk2**.5)
        '''
        desLinearAccL, desPosL = getDesFootLinearAcc(motionModel, controlModel, supL, ModelOffset, CM_ref, CM, Kk2, Dk2) 
        desLinearAccR, desPosR = getDesFootLinearAcc(motionModel, controlModel, supR, ModelOffset, CM_ref, CM, Kk2, Dk2) 

        desAngularAccL = getDesFootAngularAcc(motionModel, controlModel, supL, Kk2, Dk2)
        desAngularAccR = getDesFootAngularAcc(motionModel, controlModel, supR, Kk2, Dk2)
        '''

        if stage != MOTION_TRACKING:
            idx = 0  #LEFT/RIGHT_TOES

            desLinearAccL, desPosL = getDesFootLinearAcc(
                motionModel, controlModel, indexFootL[idx], ModelOffset,
                CM_ref, CM, Kk2, Dk2, 0.040)
            desLinearAccR, desPosR = getDesFootLinearAcc(
                motionModel, controlModel, indexFootR[idx], ModelOffset,
                CM_ref, CM, Kk2, Dk2, 0.040)

            desAngularAccL = getDesFootAngularAcc(motionModel, controlModel,
                                                  indexFootL[idx], Kk2, Dk2)
            desAngularAccR = getDesFootAngularAcc(motionModel, controlModel,
                                                  indexFootR[idx], Kk2, Dk2)

            a_sup_2 = np.hstack((np.hstack((desLinearAccL, desAngularAccL)),
                                 np.hstack((desLinearAccR, desAngularAccR))))

            Jsup_2 = np.vstack((jFootL[idx], jFootR[idx]))
            dJsup_2 = np.vstack((dJFootL[idx], dJFootR[idx]))
            '''
            idx = 0
            desAngularAccL = getDesFootAngularAcc(motionModel, controlModel, indexFootL[idx], Kk2, Dk2)
            desAngularAccR = getDesFootAngularAcc(motionModel, controlModel, indexFootR[idx], Kk2, Dk2)
        
            a_sup_2 = np.hstack(( desAngularAccL, desAngularAccR)) 
            Jsup_2 = np.vstack((jAngFootL[idx], jAngFootR[idx]))
            dJsup_2 = np.vstack((dJAngFootL[idx], dJAngFootR[idx]))
            '''

            rd_DesPosL[0] = desPosL.copy()
            rd_DesPosR[0] = desPosR.copy()
        else:
            if footPartNum == 5:
                idx = 3
                desAngularAccL = getDesFootAngularAcc(motionModel,
                                                      controlModel,
                                                      indexFootL[idx], Kk2,
                                                      Dk2)
                desAngularAccR = getDesFootAngularAcc(motionModel,
                                                      controlModel,
                                                      indexFootR[idx], Kk2,
                                                      Dk2)

                a_sup_2 = np.hstack((desAngularAccL, desAngularAccR))

                Jsup_2 = np.vstack((jAngFootL[idx], jAngFootR[idx]))
                dJsup_2 = np.vstack((dJAngFootL[idx], dJAngFootR[idx]))

                idx = 4
                desAngularAccL = getDesFootAngularAcc(motionModel,
                                                      controlModel,
                                                      indexFootL[idx], Kk2,
                                                      Dk2)
                desAngularAccR = getDesFootAngularAcc(motionModel,
                                                      controlModel,
                                                      indexFootR[idx], Kk2,
                                                      Dk2)

                a_sup_2 = np.hstack(
                    (a_sup_2, np.hstack((desAngularAccL, desAngularAccR))))

                Jsup_2 = np.vstack(
                    (Jsup_2, np.vstack((jAngFootL[idx], jAngFootR[idx]))))
                dJsup_2 = np.vstack(
                    (dJsup_2, np.vstack((dJAngFootL[idx], dJAngFootR[idx]))))
            else:
                idx = 1
                desAngularAccL = getDesFootAngularAcc(motionModel,
                                                      controlModel,
                                                      indexFootL[idx], Kk2,
                                                      Dk2)
                desAngularAccR = getDesFootAngularAcc(motionModel,
                                                      controlModel,
                                                      indexFootR[idx], Kk2,
                                                      Dk2)

                a_sup_2 = np.hstack((desAngularAccL, desAngularAccR))

                Jsup_2 = np.vstack((jAngFootL[idx], jAngFootR[idx]))
                dJsup_2 = np.vstack((dJAngFootL[idx], dJAngFootR[idx]))

        ##############################

        ##############################
        # Additional constraint

        if stage != MOTION_TRACKING:
            #Kk2 = Kk * 2.5
            Kk2 = Kk * 2.5
            Dk2 = 2 * (Kk2**.5)
            desForePosL = [0, 0, 0]
            desForePosR = [0, 0, 0]
            desRearPosL = [0, 0, 0]
            desRearPosR = [0, 0, 0]

            for i in range(1, footPartNum):
                if i == i:
                    if contactFlagFootL[i] == 1:
                        desLinearAccL, desForePosL = getDesFootLinearAcc(
                            motionModel, controlModel, indexFootL[i],
                            ModelOffset, CM_ref, CM, Kk2, Dk2, 0.04)
                        desAngularAccL = getDesFootAngularAcc(
                            motionModel, controlModel, indexFootL[i], Kk2, Dk2)
                        a_sup_2 = np.hstack(
                            (a_sup_2, np.hstack(
                                (desLinearAccL, desAngularAccL))))
                        Jsup_2 = np.vstack((Jsup_2, jFootL[i]))
                        dJsup_2 = np.vstack((dJsup_2, dJFootL[i]))
                    if contactFlagFootR[i] == 1:
                        desLinearAccR, desForePosR = getDesFootLinearAcc(
                            motionModel, controlModel, indexFootR[i],
                            ModelOffset, CM_ref, CM, Kk2, Dk2, 0.04)
                        desAngularAccR = getDesFootAngularAcc(
                            motionModel, controlModel, indexFootR[i], Kk2, Dk2)
                        a_sup_2 = np.hstack(
                            (a_sup_2, np.hstack(
                                (desLinearAccR, desAngularAccR))))
                        Jsup_2 = np.vstack((Jsup_2, jFootR[i]))
                        dJsup_2 = np.vstack((dJsup_2, dJFootR[i]))
                else:
                    if contactFlagFootL[i] == 1:
                        desAngularAccL = getDesFootAngularAcc(
                            motionModel, controlModel, indexFootL[i], Kk2, Dk2)
                        a_sup_2 = np.hstack((a_sup_2, desAngularAccL))
                        Jsup_2 = np.vstack((Jsup_2, jAngFootL[i]))
                        dJsup_2 = np.vstack((dJsup_2, dJAngFootL[i]))
                    if contactFlagFootR[i] == 1:
                        desAngularAccR = getDesFootAngularAcc(
                            motionModel, controlModel, indexFootR[i], Kk2, Dk2)
                        a_sup_2 = np.hstack((a_sup_2, desAngularAccR))
                        Jsup_2 = np.vstack((Jsup_2, jAngFootR[i]))
                        dJsup_2 = np.vstack((dJsup_2, dJAngFootR[i]))
            '''
            for i in range(1, footPartNum) :
                if contactFlagFootL[i] == 1:
                    desLinearAccL, desForePosL = getDesFootLinearAcc(motionModel, controlModel, indexFootL[i], ModelOffset, CM_ref, CM, Kk2, Dk2, 0.034) 
                    desAngularAccL = getDesFootAngularAcc(motionModel, controlModel, indexFootL[i], Kk2, Dk2)
                    a_sup_2 = np.hstack(( a_sup_2, np.hstack((desLinearAccL, desAngularAccL)) ))
                    Jsup_2 = np.vstack(( Jsup_2, jFootL[i] ))
                    dJsup_2 = np.vstack(( dJsup_2, dJFootL[i] ))                
                if contactFlagFootR[i] == 1:
                    desLinearAccR, desForePosR = getDesFootLinearAcc(motionModel, controlModel, indexFootR[i], ModelOffset, CM_ref, CM, Kk2, Dk2, 0.034) 
                    desAngularAccR = getDesFootAngularAcc(motionModel, controlModel, indexFootR[i], Kk2, Dk2)
                    a_sup_2 = np.hstack(( a_sup_2, np.hstack((desLinearAccR, desAngularAccR)) ))            
                    Jsup_2 = np.vstack(( Jsup_2, jFootR[i] ))
                    dJsup_2 = np.vstack(( dJsup_2, dJFootR[i] ))
            '''
            rd_DesForePosL[0] = desForePosL
            rd_DesForePosR[0] = desForePosR
            rd_DesRearPosL[0] = desRearPosL
            rd_DesRearPosR[0] = desRearPosR
        ##############################

        mot.setConstraint(problem, totalDOF, Jsup_2, dJsup_2, dth_flat,
                          a_sup_2)

        r = problem.solve()
        problem.clear()
        ype.nested(r['x'], ddth_sol)

        rootPos[0] = controlModel.getBodyPositionGlobal(selectedBody)
        localPos = [[0, 0, 0]]

        for i in range(stepsPerFrame):
            # apply penalty force
            bodyIDs, contactPositions, contactPositionLocals, contactForces = vpWorld.calcPenaltyForce(
                bodyIDsToCheck, mus, Ks, Ds)

            vpWorld.applyPenaltyForce(bodyIDs, contactPositionLocals,
                                      contactForces)

            extraForce[0] = viewer.GetForce()
            if (extraForce[0][0] != 0 or extraForce[0][1] != 0
                    or extraForce[0][2] != 0):
                forceApplyFrame += 1
                #vpWorld.applyPenaltyForce(selectedBodyId, localPos, extraForce)
                controlModel.applyBodyForceGlobal(selectedBody, extraForce[0])
                applyedExtraForce[0] = extraForce[0]

            if forceApplyFrame * wcfg.timeStep > 0.1:
                viewer.ResetForce()
                forceApplyFrame = 0

            controlModel.setDOFAccelerations(ddth_sol)

            controlModel.solveHybridDynamics()
            '''
            extraForce[0] = viewer.GetForce()
            if (extraForce[0][0] != 0 or extraForce[0][1] != 0 or extraForce[0][2] != 0) :
                forceApplyFrame += 1
                vpWorld.applyPenaltyForce(selectedBodyId, localPos, extraForce)
                applyedExtraForce[0] = extraForce[0]
            
            if forceApplyFrame*wcfg.timeStep > 0.1:
                viewer.ResetForce()
                forceApplyFrame = 0            
            '''
            vpWorld.step()

        # rendering

        rd_footCenter[0] = footCenter

        rd_CM[0] = CM.copy()

        rd_CM_plane[0] = CM_plane.copy()

        rd_footCenter_ref[0] = footCenter_ref
        rd_CM_plane_ref[0] = CM_ref.copy()
        rd_CM_ref[0] = CM_ref.copy()
        rd_CM_ref_vec[0] = (CM_ref - footCenter_ref) * 3.
        rd_CM_vec[0] = (CM - footCenter) * 3

        #rd_CM_plane[0][1] = 0.

        if CP != None and dCP != None:
            rd_CP[0] = CP
            rd_CP_des[0] = CP_des

        rd_dL_des_plane[0] = dL_des_plane
        rd_dH_des[0] = dH_des

        rd_grf_des[
            0] = totalNormalForce  # - totalMass*mm.s2v(wcfg.gravity)#dL_des_plane - totalMass*mm.s2v(wcfg.gravity)

        rd_exf_des[0] = applyedExtraForce[0]
        rd_root_des[0] = rootPos[0]

        rd_CMP[0] = softConstPoint

        rd_soft_const_vec[0] = controlModel.getBodyPositionGlobal(
            constBody) - softConstPoint

        if (forceApplyFrame == 0):
            applyedExtraForce[0] = [0, 0, 0]

    viewer.setSimulateCallback(simulateCallback)

    viewer.startTimer(1 / 60.)
    viewer.show()

    Fl.run()
def main():

    np.set_printoptions(precision=4, linewidth=200)

    #    motion, mcfg, wcfg, stepsPerFrame, config = mit.create_vchain_5()
    motion, mcfg, wcfg, stepsPerFrame, config = mit.create_biped()
    mcfg_motion = mit.normal_mcfg()

    vpWorld = cvw.VpWorld(wcfg)
    motionModel = cvm.VpMotionModel(vpWorld, motion[0], mcfg)
    motionModel.recordVelByFiniteDiff()

    motionOriModel = cvm.VpMotionModel(vpWorld, motion[0], mcfg)

    controlModel = cvm.VpControlModel(vpWorld, motion[0], mcfg)

    footPartNum = config['FootPartNum']

    if footPartNum > 1:
        elasticity = 2000
        damping = 2 * (elasticity**.5)

        springBody1 = 5
        springBody2 = 6
        springBody1Pos = motionModel.getBodyPositionGlobal(
            motion[0].skeleton.getJointIndex(config['FootLPart'][springBody1]))
        springBody2Pos = motionModel.getBodyPositionGlobal(
            motion[0].skeleton.getJointIndex(config['FootLPart'][springBody2]))

        initialDist = mm.length(springBody1Pos - springBody2Pos) * 1.
        node = mcfg.getNode(mit.LEFT_PHALANGE_1)
        initialDist -= node.width  #0.084
        v1 = (-node.width * 0.5, 0.0, node.length * 0.4)
        v2 = (node.width * 0.5, 0.0, node.length * 0.4)
        controlModel.setSpring(
            motion[0].skeleton.getJointIndex(config['FootLPart'][springBody1]),
            motion[0].skeleton.getJointIndex(config['FootLPart'][springBody2]),
            elasticity, damping, v2, v1, initialDist)
        controlModel.setSpring(
            motion[0].skeleton.getJointIndex(config['FootRPart'][springBody1]),
            motion[0].skeleton.getJointIndex(config['FootRPart'][springBody2]),
            elasticity, damping, v1, v2, initialDist)

        #elasticity = 10
        #damping = 2*(elasticity**.5)
        #springBody1 = 3
        #springBody2 = 4
        #node = mcfg.getNode(mit.LEFT_PHALANGE_1)
        #springBody1Pos = motionModel.getBodyPositionGlobal(motion[0].skeleton.getJointIndex(config['FootLPart'][springBody1]))
        #springBody2Pos = motionModel.getBodyPositionGlobal(motion[0].skeleton.getJointIndex(config['FootLPart'][springBody2]))
        #initialDist = mm.length(springBody1Pos - springBody2Pos)*1.
        #initialDist -= node.width#0.084
        #v1 = (-node.width*0.5,0.0,-node.length*0.4)
        #v2 = (node.width*0.5,0.0,-node.length*0.4)
        ##controlModel.setSpring(motion[0].skeleton.getJointIndex(config['FootLPart'][springBody1]), motion[0].skeleton.getJointIndex(config['FootLPart'][springBody2]), elasticity, damping, v2, v1, initialDist)
        ##controlModel.setSpring(motion[0].skeleton.getJointIndex(config['FootRPart'][springBody1]), motion[0].skeleton.getJointIndex(config['FootRPart'][springBody2]), elasticity, damping, v1, v2, initialDist)

    vpWorld.initialize()
    controlModel.initializeHybridDynamics()

    #ModelOffset = (1.5, -0.01, 0)
    ModelOffset = (1.5, 0.04, 0)
    controlModel.translateByOffset(ModelOffset)

    totalDOF = controlModel.getTotalDOF()
    DOFs = controlModel.getDOFs()

    # parameter
    Kt = config['Kt']
    Dt = config['Dt']  # tracking gain
    Kl = config['Kl']
    Dl = config['Dl']  # linear balance gain
    Kh = config['Kh']
    Dh = config['Dh']  # angular balance gain
    Ks = config['Ks']
    Ds = config['Ds']  # penalty force spring gain

    Bt = config['Bt']
    Bl = config['Bl']
    Bh = config['Bh']

    w = mot.getTrackingWeight(DOFs, motion[0].skeleton, config['weightMap'])
    w2 = mot.getTrackingWeight(DOFs, motion[0].skeleton, config['weightMap2'])
    #w_IK = mot.getTrackingWeight(DOFs, motion[0].skeleton, config['IKweightMap'])
    supL = motion[0].skeleton.getJointIndex(config['supLink'])
    supR = motion[0].skeleton.getJointIndex(config['supLink2'])
    rootB = motion[0].skeleton.getJointIndex(config['root'])

    selectedBody = motion[0].skeleton.getJointIndex(config['end'])
    #constBody = motion[0].skeleton.getJointIndex('LeftForeArm')
    constBody = motion[0].skeleton.getJointIndex(config['const'])

    # jacobian
    Jsup = yjc.makeEmptyJacobian(DOFs, 1)
    dJsup = Jsup.copy()
    JsupPre = Jsup.copy()

    Jsys_IK = yjc.makeEmptyJacobian(DOFs, controlModel.getBodyNum())

    Jsys = yjc.makeEmptyJacobian(DOFs, controlModel.getBodyNum())
    dJsys = Jsys.copy()
    JsysPre = Jsys.copy()

    Jconst = yjc.makeEmptyJacobian(DOFs, 1)
    dJconst = Jconst.copy()

    Jcom = yjc.makeEmptyJacobian(DOFs, 1, False)
    dJcom = Jcom.copy()

    JcomAng = yjc.makeEmptyJacobian(DOFs, 1, False)
    dJcomAng = JcomAng.copy()

    ###############

    jFootL_IK = [None] * footPartNum
    jFootR_IK = [None] * footPartNum

    indexFootL = [None] * footPartNum
    indexFootR = [None] * footPartNum
    jFootL = [None] * footPartNum
    dJFootL = [None] * footPartNum
    jFootR = [None] * footPartNum
    dJFootR = [None] * footPartNum
    jointMasksFootL = [None] * footPartNum
    jointMasksFootR = [None] * footPartNum

    for i in range(footPartNum):
        jFootL[i] = yjc.makeEmptyJacobian(DOFs, 1)
        dJFootL[i] = jFootL[i].copy()
        jFootR[i] = yjc.makeEmptyJacobian(DOFs, 1)
        dJFootR[i] = jFootR[i].copy()

        indexFootL[i] = motion[0].skeleton.getJointIndex(
            config['FootLPart'][i])
        indexFootR[i] = motion[0].skeleton.getJointIndex(
            config['FootRPart'][i])

        jointMasksFootL[i] = [
            yjc.getLinkJointMask(motion[0].skeleton, indexFootL[i])
        ]
        jointMasksFootR[i] = [
            yjc.getLinkJointMask(motion[0].skeleton, indexFootR[i])
        ]

    constJointMasks = [
        yjc.getLinksJointMask(motion[0].skeleton,
                              [indexFootL[0], indexFootR[0]])
    ]
    #constJointMasks = [yjc.getLinksJointMask(motion[0].skeleton, [indexFootL[0]])]
    #constJointMasks = [yjc.getLinkJointMask(motion[0].skeleton, constBody)]
    allLinkJointMasks = yjc.getAllLinkJointMasks(motion[0].skeleton)

    #comLowerJointMasks = [yjc.getLinksJointMask(motion[0].skeleton, [motion[0].skeleton.getJointIndex('LeftLeg'), motion[0].skeleton.getJointIndex('RightLeg')])]
    comUpperJointMasks = [
        yjc.getLinkJointMask(motion[0].skeleton, selectedBody)
    ]
    #comLowerJointMasks = [yjc.getLinksJointMask(motion[0].skeleton, [motion[0].skeleton.getJointIndex('LeftLeg'), motion[0].skeleton.getJointIndex('RightLeg')])]
    comUpperJointMasks[0][0] = 0
    #comUpperJointMasks[0][1] = 1
    #comUpperJointMasks[0][10] = 1
    comUpperJointMasks[0][2] = 1
    comUpperJointMasks[0][11] = 1

    #print(comUpperJointMasks)

    comLowerJointMasks = [
        yjc.getLinksJointMask(motion[0].skeleton, [
            motion[0].skeleton.getJointIndex('LeftLeg'),
            motion[0].skeleton.getJointIndex('RightLeg')
        ])
    ]
    '''
    maskArray = [foreSupLJointMasks, foreSupRJointMasks, rearSupLJointMasks, rearSupRJointMasks]
    parentArray = [supL, supR, supL, supR]
    effectorArray = [foreSupL, foreSupR, rearSupL, rearSupR]
    for j in range(4) :
        for i in range(len(foreSupLJointMasks)) :
            if i == parentArray[j] or i == effectorArray[j] :
                maskArray[j][0][i] = 1
            else :
                maskArray[j][0][i] = 0
    '''
    # momentum matrix
    linkMasses = controlModel.getBodyMasses()
    totalMass = controlModel.getTotalMass()
    TO = ymt.make_TO(linkMasses)
    dTO = ymt.make_dTO(len(linkMasses))

    # optimization
    qps = hqp.QPSimulator()
    problem = yac.LSE(totalDOF, 6)
    a_sup = (0, 0, 0, 0, 0, 0)  #L
    #a_sup2 = (0,0,0, 0,0,0)#R
    a_sup2 = [0, 0, 0, 0, 0, 0]  #R
    a_sup_2 = [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
    CP_old = [mm.v3(0., 0., 0.)]

    # penalty method
    bodyIDsToCheck = range(vpWorld.getBodyNum())
    mus = [1.] * len(bodyIDsToCheck)

    # flat data structure
    ddth_des_flat = ype.makeFlatList(totalDOF)
    dth_flat = ype.makeFlatList(totalDOF)
    ddth_sol = ype.makeNestedList(DOFs)

    dth_IK = ype.makeNestedList(DOFs)

    d_th_IK = ype.makeNestedList(DOFs)
    d_th_IK_L = ype.makeNestedList(DOFs)
    d_th_IK_R = ype.makeNestedList(DOFs)
    dd_th_IK = ype.makeNestedList(DOFs)
    dd_th_IK_flat = ype.makeFlatList(totalDOF)
    d_th_IK_flat = ype.makeFlatList(totalDOF)
    ddth_c_flat = ype.makeFlatList(totalDOF)

    # viewer
    rd_footCenter = [None]
    rd_footCenter_ref = [None]
    rd_footCenterL = [None]
    rd_footCenterR = [None]
    rd_CM_plane = [None]
    rd_CM_plane_ref = [None]
    rd_CM_ref = [None]
    rd_CM_des = [None]
    rd_CM = [None]
    rd_CM_vec = [None]
    rd_CM_ref_vec = [None]
    rd_CP = [None]
    rd_CP_des = [None]
    rd_dL_des_plane = [None]
    rd_dH_des = [None]
    rd_grf_des = [None]
    rd_footCenter_des = [None]
    rd_exf_des = [None]
    rd_root_des = [None]
    rd_soft_const_vec = [None]

    rd_root = [None]

    rd_footL_vec = [None]
    rd_footR_vec = [None]

    rd_CMP = [None]

    rd_DesPosL = [None]
    rd_DesPosR = [None]

    rd_DesForePosL = [None]
    rd_DesForePosR = [None]
    rd_DesRearPosL = [None]
    rd_DesRearPosR = [None]

    rd_Joint = [None]
    rd_Joint2 = [None]
    rd_Joint3 = [None]
    rd_Joint4 = [None]
    rd_desPoints = [None]

    #rd_contactForces = [None]*10000
    #rd_contactPositions = [None]*10000
    rd_virtualForce = [None]

    rootPos = [None]
    selectedBodyId = [selectedBody]
    extraForce = [None]
    applyedExtraForce = [None]
    applyedExtraForce[0] = [0, 0, 0]

    normalVector = [[0, 2, 0]]

    if MULTI_VIEWER:
        viewer = ymv.MultiViewer(800, 655)
        #viewer = ymv.MultiViewer(1600, 1255)
        viewer.setRenderers1([
            cvr.VpModelRenderer(motionModel, CHARACTER_COLOR, yr.POLYGON_FILL)
        ])
        viewer.setRenderers2([
            cvr.VpModelRenderer(controlModel, CHARACTER_COLOR, yr.POLYGON_FILL)
        ])

    else:
        viewer = ysv.SimpleViewer()
        #    viewer.record(False)
        #    viewer.doc.addRenderer('motion', yr.JointMotionRenderer(motion, (0,255,255), yr.LINK_BONE))
        viewer.doc.addObject('motion', motion)
        viewer.doc.addRenderer(
            'motionModel',
            cvr.VpModelRenderer(motionModel, (100, 100, 100),
                                yr.POLYGON_FILL))  #(150,150,255)
        viewer.doc.addRenderer(
            'controlModel',
            cvr.VpModelRenderer(controlModel, CHARACTER_COLOR,
                                yr.POLYGON_FILL))
        #viewer.doc.addRenderer('controlModel', cvr.VpModelRenderer(controlModel, CHARACTER_COLOR, yr.POLYGON_LINE))
        #viewer.doc.addRenderer('rd_footCenter', yr.PointsRenderer(rd_footCenter))
        #viewer.doc.addRenderer('rd_footCenter_des', yr.PointsRenderer(rd_footCenter_des, (150,0,150))    )
        #viewer.doc.addRenderer('rd_footCenterL', yr.PointsRenderer(rd_footCenterL))
        #viewer.doc.addRenderer('rd_footCenterR', yr.PointsRenderer(rd_footCenterR))
        viewer.doc.addRenderer('rd_CM_plane',
                               yr.PointsRenderer(rd_CM_plane, (255, 255, 0)))
        viewer.doc.addRenderer('rd_CM',
                               yr.PointsRenderer(rd_CM, (255, 0, 255)))
        viewer.doc.addRenderer('rd_CM_des',
                               yr.PointsRenderer(rd_CM_des, (64, 64, 255)))
        viewer.doc.addRenderer(
            'rd_CM_vec',
            yr.VectorsRenderer(rd_CM_vec, rd_CM_plane, (255, 0, 0), 3))
        #viewer.doc.addRenderer('rd_CP_des', yr.PointsRenderer(rd_CP_des, (0,255,0)))
        viewer.doc.addRenderer('rd_CP_des',
                               yr.PointsRenderer(rd_CP_des, (255, 0, 128)))
        #    viewer.doc.addRenderer('rd_dL_des_plane', yr.VectorsRenderer(rd_dL_des_plane, rd_CM, (255,255,0)))
        #    viewer.doc.addRenderer('rd_dH_des', yr.VectorsRenderer(rd_dH_des, rd_CM, (0,255,0)))
        #viewer.doc.addRenderer('rd_grf_des', yr.ForcesRenderer(rd_grf_des, rd_CP, (0,255,255), .001))

        viewer.doc.addRenderer(
            'rd_exf_des',
            yr.ForcesRenderer(rd_exf_des, rd_root_des, (0, 255, 0), .009,
                              0.04))

        #viewer.doc.addRenderer('rd_CMP', yr.PointsRenderer(rd_CMP, (0,0,255)))

        #viewer.doc.addRenderer('rd_DesPosL', yr.PointsRenderer(rd_DesPosL, (0,0,255)))
        #viewer.doc.addRenderer('rd_DesPosR', yr.PointsRenderer(rd_DesPosR, (0,100,255)))

        #viewer.doc.addRenderer('rd_DesForePosL', yr.PointsRenderer(rd_DesForePosL, (150,0,200)))
        #viewer.doc.addRenderer('rd_DesForePosR', yr.PointsRenderer(rd_DesForePosR, (150,0,250)))
        #viewer.doc.addRenderer('rd_DesRearPosL', yr.PointsRenderer(rd_DesRearPosL, (0,150,200)))
        #viewer.doc.addRenderer('rd_DesRearPosR', yr.PointsRenderer(rd_DesRearPosR, (0,150,250)))

        #viewer.doc.addRenderer('softConstraint', yr.VectorsRenderer(rd_soft_const_vec, rd_CMP, (150,100,100), 3))

        #viewer.doc.addRenderer('rd_footLVec', yr.VectorsRenderer(rd_footL_vec, rd_footCenterL, (255,0,0), 3))
        #viewer.doc.addRenderer('rd_footRVec', yr.VectorsRenderer(rd_footR_vec, rd_footCenterR, (255,255,0), 3))

        #viewer.doc.addRenderer('rd_footCenter_ref', yr.PointsRenderer(rd_footCenter_ref))
        #viewer.doc.addRenderer('rd_CM_plane_ref', yr.PointsRenderer(rd_CM_plane_ref, (255,255,0)))

        #viewer.doc.addRenderer('rd_refNormalVec', yr.VectorsRenderer(normalVector, rd_footCenter_ref, (255,0,0), 3))
        #viewer.doc.addRenderer('rd_refCMVec', yr.VectorsRenderer(rd_CM_ref_vec, rd_footCenter_ref, (255,0,255), 3))

        #viewer.doc.addRenderer('rd_curNormalVec', yr.VectorsRenderer(normalVector, rd_footCenter, (255,0,0), 3))
        #viewer.doc.addRenderer('rd_CMVec', yr.VectorsRenderer(rd_CM_vec, rd_footCenter, (255,0,255), 3))

        #viewer.doc.addRenderer('rd_contactForces', yr.ForcesRenderer(rd_contactForces, rd_contactPositions, (0,255,0), .009, 0.009))

        #viewer.doc.addRenderer('rd_virtualForce', yr.ForcesRenderer(rd_virtualForce, rd_CM, (50,255,0), 0.5, 0.02))

        #viewer.doc.addRenderer('rd_Joint', yr.PointsRenderer(rd_Joint, (255,0,0)))
        #viewer.doc.addRenderer('rd_Joint2', yr.PointsRenderer(rd_Joint2, (0,255,0)))
        #viewer.doc.addRenderer('rd_Joint3', yr.PointsRenderer(rd_Joint3, (0,0,255)))
        #viewer.doc.addRenderer('rd_Joint4', yr.PointsRenderer(rd_Joint4, (255,255,0)))

        viewer.doc.addRenderer('rd_desPoints',
                               yr.PointsRenderer(rd_desPoints, (255, 0, 0)))

    stage = STATIC_BALANCING

    contactRendererName = []

    for i in range(motion[0].skeleton.getJointNum()):
        print(i, motion[0].skeleton.getJointName(i))

    desCOMOffset = 0.0

    pt = [0.]

    timeReport = [0.] * 7

    viewer.objectInfoWnd.comOffsetY.value(-0.05)
    viewer.objectInfoWnd.comOffsetZ.value(0.00)

    viewer.objectInfoWnd.begin()
    viewer.objectInfoWnd.Bc = Fl_Value_Input(100, 450, 40, 10, 'Bc')
    viewer.objectInfoWnd.Bc.value(0.1)

    viewer.objectInfoWnd.ankleAngleX = Fl_Value_Input(50, 510, 40, 10,
                                                      'Ankle X')
    viewer.objectInfoWnd.ankleAngleX.value(0)
    viewer.objectInfoWnd.ankleAngleY = Fl_Value_Input(110, 510, 40, 10, 'Y')
    viewer.objectInfoWnd.ankleAngleY.value(1)
    viewer.objectInfoWnd.ankleAngleZ = Fl_Value_Input(170, 510, 40, 10, 'Z')
    viewer.objectInfoWnd.ankleAngleZ.value(0)

    viewer.objectInfoWnd.end()
    viewer.objectInfoWnd.labelKt.value(50)
    viewer.objectInfoWnd.labelKk.value(17)




    config['Phalange'] = [  motion[0].skeleton.getJointIndex('LeftPhalange_1'),\
                            motion[0].skeleton.getJointIndex('LeftPhalange_2'),\
                            motion[0].skeleton.getJointIndex('RightPhalange_1'),\
                            motion[0].skeleton.getJointIndex('RightPhalange_2')]
    config['Talus'] = [ motion[0].skeleton.getJointIndex('LeftTalus_1'),\
                        motion[0].skeleton.getJointIndex('LeftTalus_2'),\
                        motion[0].skeleton.getJointIndex('RightTalus_1'),\
                        motion[0].skeleton.getJointIndex('RightTalus_2')]
    config['Calcaneus'] = [ motion[0].skeleton.getJointIndex('LeftCalcaneus_1'),\
                            motion[0].skeleton.getJointIndex('LeftCalcaneus_2'),\
                            motion[0].skeleton.getJointIndex('RightCalcaneus_1'),\
                            motion[0].skeleton.getJointIndex('RightCalcaneus_2')]
    pose = motion[0].copy()
    timeReport = [0.] * 2

    def simulateCallback(frame):
        curTime = time.time()
        Ke = 0.0
        Kt, Kk, Kl, Kh, Ksc, Bt, Bl, Bh, B_CM, B_CMSd, B_Toe = viewer.GetParam(
        )
        motionModel.update(motion[frame])
        controlToMotionOffset = [-2.0, 0., 0.]
        motionModel.translateByOffset(controlToMotionOffset)

        stepsPerFrame = 10
        for i in range(stepsPerFrame):
            Kt, Kk, Kl, Kh, Ksc, Bt, Bl, Bh, B_CM, B_CMSd, B_Toe = viewer.GetParam(
            )
            #Kt, Kl, Kh, Bl, Bh, Ke = viewer.GetParam()
            #qps.setupWeight(Kt, Kl, Kh, Ke, Bt, Btau, Bcon, Bl, Bh, Be)
            qps.setupWeight(Kt, Kl, Kh, Ke, 10., .1, .1, Bl, Bh, 10.)
            cPositions, CP, CM, footCenter, dL_des, CM_ref = qps.setupQP(
                frame, motion, mcfg, controlModel, vpWorld, config,
                1. / (30. * stepsPerFrame))
            CM_ref[1] = 0.
            timeReport[0] += time.time() - curTime
            curTime = time.time()
            #forceforce = np.array([viewer.objectInfoWnd.labelForceX.value(), viewer.objectInfoWnd.labelForceY.value(), viewer.objectInfoWnd.labelForceZ.value()])
            #extraForce[0] = viewer.objectInfoWnd.labelFm.value() * mm.normalize2(forceforce)
            #extraForcePos[0] = controlModel.getBodyPositionGlobal(selectedBody)
            #if viewer.GetForceState() :
            #    qps.addExternalForces(extraForce[0], selectedBody, viewer.objectInfoWnd.labelForceDur.value());
            #    viewer.ResetForceState()
            x, cForce = qps.stepQP(controlModel, 1. / (30. * stepsPerFrame))
            timeReport[1] += time.time() - curTime
            curTime = time.time()

        print timeReport

        if frame % 30 == 0:
            print 'elapsed time for 30 frames:', time.time() - pt[0]
        # rendering

        #rd_footCenter[0] = footCenter
        #
        #rd_CM[0] = CM.copy()
        #
        #rd_CM_plane[0] = CM_plane.copy()
        #
        #rd_footCenter_ref[0] = footCenter_ref
        #rd_CM_plane_ref[0] = CM_ref.copy()
        #rd_CM_ref[0] = CM_ref.copy()
        #rd_CM_ref_vec[0] = (CM_ref - footCenter_ref)*3.
        #rd_CM_vec[0] = (CM - CM_plane)
        #rd_CM_des[0] = CM_ref_plane.copy()
        #rd_CM_des[0][1] = .01

        #rd_CM_plane[0][1] = 0.

        #if CP!=None and dCP!=None:


#        #    rd_CP[0] = CP
#        #    rd_CP_des[0] = CP_des
#        #
#        #rd_dL_des_plane[0] = dL_des_plane
#        #rd_dH_des[0] = dH_des
#        #
#        #rd_grf_des[0] = totalNormalForce# - totalMass*mm.s2v(wcfg.gravity)#dL_des_plane - totalMass*mm.s2v(wcfg.gravity)
#        #
#        #rd_exf_des[0] = applyedExtraForce[0]
#        #rd_root_des[0] = rootPos[0]
#
#        #rd_CMP[0] = softConstPoint
#
#        #rd_soft_const_vec[0] = controlModel.getBodyPositionGlobal(constBody)-softConstPoint
#
#
#        ##indexL = motion[0].skeleton.getJointIndex('Hips')
#        ##indexR = motion[0].skeleton.getJointIndex('Spine1')
#        #indexL = indexFootL[0]
#        #indexR = indexFootR[0]
#
#        #curAng = [controlModel.getBodyOrientationGlobal(indexL)]
#        #curAngY = np.dot(curAng, np.array([0,0,1]))
#
#        #rd_footL_vec[0] = np.copy(curAngY[0])
#        #rd_footCenterL[0] = controlModel.getBodyPositionGlobal(indexL)
#        #
#        #curAng = [controlModel.getBodyOrientationGlobal(indexR)]
#        #curAngY = np.dot(curAng, np.array([0,0,1]))
#
#rd_footR_vec[0] = np.copy(curAngY[0])
#rd_footCenterR[0] = controlModel.getBodyPositionGlobal(indexR)
#
#if (forceApplyFrame == 0) :
#    applyedExtraForce[0] = [0, 0, 0]

    viewer.setSimulateCallback(simulateCallback)

    viewer.startTimer(1 / 30.)
    viewer.show()

    Fl.run()
Beispiel #4
0
def main():

    np.set_printoptions(precision=4, linewidth=200)

    #    motion, mcfg, wcfg, stepsPerFrame, config = mit.create_vchain_5()
    motion, mcfg, wcfg, stepsPerFrame, config = mit.create_biped()
    mcfg_motion = mit.normal_mcfg()

    vpWorld = cvw.VpWorld(wcfg)
    motionModel = cvm.VpMotionModel(vpWorld, motion[0], mcfg)
    motionModel.recordVelByFiniteDiff()
    IKModel = cvm.VpMotionModel(vpWorld, motion[0], mcfg)

    controlModel = cvm.VpControlModel(vpWorld, motion[0], mcfg)

    footPartNum = config['FootPartNum']

    if footPartNum > 1:
        elasticity = 2000
        damping = 2 * (elasticity**.5)

        springBody1 = 1
        springBody2 = 2
        springBody1Pos = motionModel.getBodyPositionGlobal(
            motion[0].skeleton.getJointIndex(config['FootLPart'][springBody1]))
        springBody2Pos = motionModel.getBodyPositionGlobal(
            motion[0].skeleton.getJointIndex(config['FootLPart'][springBody2]))

        initialDist = mm.length(springBody1Pos - springBody2Pos) * 1.
        node = mcfg.getNode(mit.LEFT_METATARSAL_1)
        initialDist -= node.width  #0.084
        v1 = (-node.width * 0.5, 0.0, node.length * 0.4)
        v2 = (node.width * 0.5, 0.0, node.length * 0.4)
        #controlModel.setSpring(motion[0].skeleton.getJointIndex(config['FootLPart'][springBody1]), motion[0].skeleton.getJointIndex(config['FootLPart'][springBody2]), elasticity, damping, v2, v1, initialDist)
        #controlModel.setSpring(motion[0].skeleton.getJointIndex(config['FootRPart'][springBody1]), motion[0].skeleton.getJointIndex(config['FootRPart'][springBody2]), elasticity, damping, v1, v2, initialDist)

        elasticity = 10
        damping = 2 * (elasticity**.5)
        springBody1 = 3
        springBody2 = 4
        node = mcfg.getNode(mit.LEFT_PHALANGE_1)
        springBody1Pos = motionModel.getBodyPositionGlobal(
            motion[0].skeleton.getJointIndex(config['FootLPart'][springBody1]))
        springBody2Pos = motionModel.getBodyPositionGlobal(
            motion[0].skeleton.getJointIndex(config['FootLPart'][springBody2]))
        initialDist = mm.length(springBody1Pos - springBody2Pos) * 1.
        initialDist -= node.width  #0.084
        v1 = (-node.width * 0.5, 0.0, -node.length * 0.4)
        v2 = (node.width * 0.5, 0.0, -node.length * 0.4)
        #controlModel.setSpring(motion[0].skeleton.getJointIndex(config['FootLPart'][springBody1]), motion[0].skeleton.getJointIndex(config['FootLPart'][springBody2]), elasticity, damping, v2, v1, initialDist)
        #controlModel.setSpring(motion[0].skeleton.getJointIndex(config['FootRPart'][springBody1]), motion[0].skeleton.getJointIndex(config['FootRPart'][springBody2]), elasticity, damping, v1, v2, initialDist)

    vpWorld.initialize()
    controlModel.initializeHybridDynamics()

    #ModelOffset = (1.5, -0.01, 0)
    ModelOffset = (1.5, 0.04, 0)
    controlModel.translateByOffset(ModelOffset)

    totalDOF = controlModel.getTotalDOF()
    DOFs = controlModel.getDOFs()

    # parameter
    Kt = config['Kt']
    Dt = config['Dt']  # tracking gain
    Kl = config['Kl']
    Dl = config['Dl']  # linear balance gain
    Kh = config['Kh']
    Dh = config['Dh']  # angular balance gain
    Ks = config['Ks']
    Ds = config['Ds']  # penalty force spring gain

    Bt = config['Bt']
    Bl = config['Bl']
    Bh = config['Bh']

    w = mot.getTrackingWeight(DOFs, motion[0].skeleton, config['weightMap'])
    w2 = mot.getTrackingWeight(DOFs, motion[0].skeleton, config['weightMap2'])
    #w_IK = mot.getTrackingWeight(DOFs, motion[0].skeleton, config['IKweightMap'])
    supL = motion[0].skeleton.getJointIndex(config['supLink'])
    supR = motion[0].skeleton.getJointIndex(config['supLink2'])
    rootB = motion[0].skeleton.getJointIndex(config['root'])

    selectedBody = motion[0].skeleton.getJointIndex(config['end'])
    #constBody = motion[0].skeleton.getJointIndex('LeftForeArm')
    constBody = motion[0].skeleton.getJointIndex(config['const'])

    # jacobian
    Jsup = yjc.makeEmptyJacobian(DOFs, 1)
    dJsup = Jsup.copy()
    JsupPre = Jsup.copy()

    Jsys_IK = yjc.makeEmptyJacobian(DOFs, controlModel.getBodyNum())

    Jsys = yjc.makeEmptyJacobian(DOFs, controlModel.getBodyNum())
    dJsys = Jsys.copy()
    JsysPre = Jsys.copy()

    Jconst = yjc.makeEmptyJacobian(DOFs, 1)
    dJconst = Jconst.copy()

    Jcom = yjc.makeEmptyJacobian(DOFs, 1, False)
    dJcom = Jcom.copy()

    JcomAng = yjc.makeEmptyJacobian(DOFs, 1, False)
    dJcomAng = JcomAng.copy()

    ###############

    jFootL_IK = [None] * footPartNum
    jFootR_IK = [None] * footPartNum

    indexFootL = [None] * footPartNum
    indexFootR = [None] * footPartNum
    jFootL = [None] * footPartNum
    dJFootL = [None] * footPartNum
    jFootR = [None] * footPartNum
    dJFootR = [None] * footPartNum
    jointMasksFootL = [None] * footPartNum
    jointMasksFootR = [None] * footPartNum

    jAngFootL = [None] * footPartNum
    dJAngFootL = [None] * footPartNum
    jAngFootR = [None] * footPartNum
    dJAngFootR = [None] * footPartNum

    for i in range(footPartNum):

        jFootL_IK[i] = yjc.makeEmptyJacobian(DOFs, 1)
        jFootR_IK[i] = yjc.makeEmptyJacobian(DOFs, 1)

        jFootL[i] = yjc.makeEmptyJacobian(DOFs, 1)
        dJFootL[i] = jFootL[i].copy()
        jFootR[i] = yjc.makeEmptyJacobian(DOFs, 1)
        dJFootR[i] = jFootR[i].copy()

        jAngFootL[i] = yjc.makeEmptyJacobian(DOFs, 1, False)
        dJAngFootL[i] = jAngFootL[i].copy()
        jAngFootR[i] = yjc.makeEmptyJacobian(DOFs, 1, False)
        dJAngFootR[i] = jAngFootR[i].copy()

        indexFootL[i] = motion[0].skeleton.getJointIndex(
            config['FootLPart'][i])
        indexFootR[i] = motion[0].skeleton.getJointIndex(
            config['FootRPart'][i])

        jointMasksFootL[i] = [
            yjc.getLinkJointMask(motion[0].skeleton, indexFootL[i])
        ]
        jointMasksFootR[i] = [
            yjc.getLinkJointMask(motion[0].skeleton, indexFootR[i])
        ]

    constJointMasks = [
        yjc.getLinksJointMask(motion[0].skeleton,
                              [indexFootL[0], indexFootR[0]])
    ]
    #constJointMasks = [yjc.getLinksJointMask(motion[0].skeleton, [indexFootL[0]])]
    #constJointMasks = [yjc.getLinkJointMask(motion[0].skeleton, constBody)]
    allLinkJointMasks = yjc.getAllLinkJointMasks(motion[0].skeleton)

    #comLowerJointMasks = [yjc.getLinksJointMask(motion[0].skeleton, [motion[0].skeleton.getJointIndex('LeftLeg'), motion[0].skeleton.getJointIndex('RightLeg')])]
    comUpperJointMasks = [
        yjc.getLinkJointMask(motion[0].skeleton, selectedBody)
    ]
    #comLowerJointMasks = [yjc.getLinksJointMask(motion[0].skeleton, [motion[0].skeleton.getJointIndex('LeftLeg'), motion[0].skeleton.getJointIndex('RightLeg')])]
    comUpperJointMasks[0][0] = 0
    #comUpperJointMasks[0][1] = 1
    #comUpperJointMasks[0][10] = 1
    comUpperJointMasks[0][2] = 1
    comUpperJointMasks[0][11] = 1

    #print(comUpperJointMasks)

    comLowerJointMasks = [
        yjc.getLinksJointMask(motion[0].skeleton, [
            motion[0].skeleton.getJointIndex('LeftLeg'),
            motion[0].skeleton.getJointIndex('RightLeg')
        ])
    ]
    '''
    maskArray = [foreSupLJointMasks, foreSupRJointMasks, rearSupLJointMasks, rearSupRJointMasks]
    parentArray = [supL, supR, supL, supR]
    effectorArray = [foreSupL, foreSupR, rearSupL, rearSupR]
    for j in range(4) :
        for i in range(len(foreSupLJointMasks)) :
            if i == parentArray[j] or i == effectorArray[j] :
                maskArray[j][0][i] = 1
            else :
                maskArray[j][0][i] = 0
    '''
    # momentum matrix
    linkMasses = controlModel.getBodyMasses()
    totalMass = controlModel.getTotalMass()
    TO = ymt.make_TO(linkMasses)
    dTO = ymt.make_dTO(len(linkMasses))

    # optimization
    problem = yac.LSE(totalDOF, 6)
    a_sup = (0, 0, 0, 0, 0, 0)  #L
    #a_sup2 = (0,0,0, 0,0,0)#R
    a_sup2 = [0, 0, 0, 0, 0, 0]  #R
    a_sup_2 = [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
    CP_old = [mm.v3(0., 0., 0.)]

    # penalty method
    bodyIDsToCheck = range(vpWorld.getBodyNum())
    mus = [1.] * len(bodyIDsToCheck)

    # flat data structure
    ddth_des_flat = ype.makeFlatList(totalDOF)
    dth_flat = ype.makeFlatList(totalDOF)
    ddth_sol = ype.makeNestedList(DOFs)

    dth_IK = ype.makeNestedList(DOFs)

    d_th_IK = ype.makeNestedList(DOFs)
    d_th_IK_L = ype.makeNestedList(DOFs)
    d_th_IK_R = ype.makeNestedList(DOFs)
    dd_th_IK = ype.makeNestedList(DOFs)
    dd_th_IK_flat = ype.makeFlatList(totalDOF)
    d_th_IK_flat = ype.makeFlatList(totalDOF)
    ddth_c_flat = ype.makeFlatList(totalDOF)

    # viewer
    rd_footCenter = [None]
    rd_footCenter_ref = [None]
    rd_footCenterL = [None]
    rd_footCenterR = [None]
    rd_CM_plane = [None]
    rd_CM_plane_ref = [None]
    rd_CM_ref = [None]
    rd_CM_des = [None]
    rd_CM = [None]
    rd_CM_vec = [None]
    rd_CM_ref_vec = [None]
    rd_CP = [None]
    rd_CP_des = [None]
    rd_dL_des_plane = [None]
    rd_dH_des = [None]
    rd_grf_des = [None]
    rd_footCenter_des = [None]
    rd_exf_des = [None]
    rd_root_des = [None]
    rd_soft_const_vec = [None]

    rd_root = [None]

    rd_footL_vec = [None]
    rd_footR_vec = [None]

    rd_CMP = [None]

    rd_DesPosL = [None]
    rd_DesPosR = [None]

    rd_DesForePosL = [None]
    rd_DesForePosR = [None]
    rd_DesRearPosL = [None]
    rd_DesRearPosR = [None]

    rd_Joint = [None]
    rd_Joint2 = [None]
    rd_Joint3 = [None]
    rd_Joint4 = [None]

    #rd_contactForces = [None]*10000
    #rd_contactPositions = [None]*10000
    rd_virtualForce = [None]

    rootPos = [None]
    selectedBodyId = [selectedBody]
    extraForce = [None]
    applyedExtraForce = [None]
    applyedExtraForce[0] = [0, 0, 0]

    normalVector = [[0, 2, 0]]

    if MULTI_VIEWER:
        viewer = ymv.MultiViewer(800, 655)
        #viewer = ymv.MultiViewer(1600, 1255)
        viewer.setRenderers1([
            cvr.VpModelRenderer(motionModel, CHARACTER_COLOR, yr.POLYGON_FILL)
        ])
        viewer.setRenderers2([
            cvr.VpModelRenderer(controlModel, CHARACTER_COLOR, yr.POLYGON_FILL)
        ])

    else:
        viewer = ysv.SimpleViewer()
        #    viewer.record(False)
        #    viewer.doc.addRenderer('motion', yr.JointMotionRenderer(motion, (0,255,255), yr.LINK_BONE))
        viewer.doc.addObject('motion', motion)
        viewer.doc.addRenderer(
            'motionModel',
            cvr.VpModelRenderer(motionModel, (100, 100, 100),
                                yr.POLYGON_FILL))  #(150,150,255)
        viewer.doc.addRenderer(
            'IKModel',
            cvr.VpModelRenderer(IKModel, (180, 180, 180), yr.POLYGON_FILL))
        viewer.doc.addRenderer(
            'controlModel',
            cvr.VpModelRenderer(controlModel, CHARACTER_COLOR,
                                yr.POLYGON_FILL))
        #viewer.doc.addRenderer('rd_footCenter', yr.PointsRenderer(rd_footCenter))
        #viewer.doc.addRenderer('rd_footCenter_des', yr.PointsRenderer(rd_footCenter_des, (150,0,150))    )
        #viewer.doc.addRenderer('rd_footCenterL', yr.PointsRenderer(rd_footCenterL))
        #viewer.doc.addRenderer('rd_footCenterR', yr.PointsRenderer(rd_footCenterR))
        viewer.doc.addRenderer('rd_CM_plane',
                               yr.PointsRenderer(rd_CM_plane, (255, 255, 0)))
        viewer.doc.addRenderer('rd_CM',
                               yr.PointsRenderer(rd_CM, (255, 0, 255)))
        viewer.doc.addRenderer('rd_CM_des',
                               yr.PointsRenderer(rd_CM_des, (64, 64, 255)))
        viewer.doc.addRenderer(
            'rd_CM_vec',
            yr.VectorsRenderer(rd_CM_vec, rd_CM_plane, (255, 0, 0), 3))
        #viewer.doc.addRenderer('rd_CP_des', yr.PointsRenderer(rd_CP_des, (0,255,0)))
        #viewer.doc.addRenderer('rd_CP_des', yr.PointsRenderer(rd_CP_des, (255,0,255)))
        #    viewer.doc.addRenderer('rd_dL_des_plane', yr.VectorsRenderer(rd_dL_des_plane, rd_CM, (255,255,0)))
        #    viewer.doc.addRenderer('rd_dH_des', yr.VectorsRenderer(rd_dH_des, rd_CM, (0,255,0)))
        #viewer.doc.addRenderer('rd_grf_des', yr.ForcesRenderer(rd_grf_des, rd_CP, (0,255,255), .001))

        viewer.doc.addRenderer(
            'rd_exf_des',
            yr.ForcesRenderer(rd_exf_des, rd_root_des, (0, 255, 0), .009,
                              0.04))

        viewer.doc.addRenderer('rd_Joint',
                               yr.PointsRenderer(rd_Joint, (255, 0, 0)))
        viewer.doc.addRenderer('rd_Joint2',
                               yr.PointsRenderer(rd_Joint2, (0, 255, 0)))
        viewer.doc.addRenderer('rd_Joint3',
                               yr.PointsRenderer(rd_Joint3, (0, 0, 255)))
        viewer.doc.addRenderer('rd_Joint4',
                               yr.PointsRenderer(rd_Joint4, (255, 255, 0)))

    stage = STATIC_BALANCING

    contactRendererName = []

    for i in range(motion[0].skeleton.getJointNum()):
        print(i, motion[0].skeleton.getJointName(i))

    desCOMOffset = 0.0

    pt = [0.]

    timeReport = [0.] * 7

    viewer.objectInfoWnd.comOffsetY.value(-0.05)
    viewer.objectInfoWnd.comOffsetZ.value(0.00)

    viewer.objectInfoWnd.begin()
    viewer.objectInfoWnd.Bc = Fl_Value_Input(100, 450, 40, 10, 'Bc')
    viewer.objectInfoWnd.Bc.value(0.1)
    viewer.objectInfoWnd.end()
    viewer.objectInfoWnd.labelKt.value(50)
    viewer.objectInfoWnd.labelKk.value(17)


    config['Phalange'] = [  motion[0].skeleton.getJointIndex('LeftPhalange_1'),\
                            motion[0].skeleton.getJointIndex('LeftPhalange_2'),\
                            motion[0].skeleton.getJointIndex('LeftPhalange_3'),\
                            motion[0].skeleton.getJointIndex('RightPhalange_1'),\
                            motion[0].skeleton.getJointIndex('RightPhalange_2'),\
                            motion[0].skeleton.getJointIndex('RightPhalange_3')]
    config['Metatarsal'] = [motion[0].skeleton.getJointIndex('LeftMetatarsal_1'),\
                            motion[0].skeleton.getJointIndex('LeftMetatarsal_2'),\
                            motion[0].skeleton.getJointIndex('LeftMetatarsal_3'),\
                            motion[0].skeleton.getJointIndex('RightMetatarsal_1'),\
                            motion[0].skeleton.getJointIndex('RightMetatarsal_2'),\
                            motion[0].skeleton.getJointIndex('RightMetatarsal_3')]
    config['Talus'] = [ motion[0].skeleton.getJointIndex('LeftTalus_1'),\
                        motion[0].skeleton.getJointIndex('LeftTalus_2'),\
                        motion[0].skeleton.getJointIndex('LeftTalus_3'),\
                        motion[0].skeleton.getJointIndex('RightTalus_1'),\
                        motion[0].skeleton.getJointIndex('RightTalus_2'),\
                        motion[0].skeleton.getJointIndex('RightTalus_3')]
    config['Calcaneus'] = [ motion[0].skeleton.getJointIndex('LeftCalcaneus_1'),\
                            motion[0].skeleton.getJointIndex('LeftCalcaneus_2'),\
                            motion[0].skeleton.getJointIndex('LeftCalcaneus_3'),\
                            motion[0].skeleton.getJointIndex('RightCalcaneus_1'),\
                            motion[0].skeleton.getJointIndex('RightCalcaneus_2'),\
                            motion[0].skeleton.getJointIndex('RightCalcaneus_3')]

    def simulateCallback(frame):

        curTime = time.time()

        if frame % 30 == 1: pt[0] = time.time()

        global g_initFlag
        global forceShowFrame
        global forceApplyFrame
        global JsysPre
        global JsupPreL
        global JsupPreR
        global JsupPre
        global softConstPoint
        global stage
        global contactRendererName
        global desCOMOffset

        #motionModel.update(motion[0])

        Kt, Kk, Kl, Kh, Ksc, Bt, Bl, Bh, B_CM, B_CMSd, B_Toe = viewer.GetParam(
        )

        Dt = 2 * (Kt**.5)
        Dk = 2 * (Kk**.5)
        Dl = 2 * (Kl**.5)
        Dh = 2 * (Kh**.5)
        Dsc = 2 * (Ksc**.5)
        '''
        if Bsc == 0.0 :
            viewer.doc.showRenderer('softConstraint', False)
            viewer.motionViewWnd.update(1, viewer.doc)
        else:
            viewer.doc.showRenderer('softConstraint', True)
            renderer1 = viewer.doc.getRenderer('softConstraint')
            renderer1.rc.setLineWidth(0.1+Bsc*3)
            viewer.motionViewWnd.update(1, viewer.doc)
        '''
        pose = motion[0].copy()

        def solveIK(desComPos,
                    desIdxs,
                    desPos,
                    desOri,
                    cmW=10.,
                    posW=1.,
                    oriW=1.):
            numItr = 100
            dt = .5
            threshold = 0.1
            for i in range(0, numItr):
                jPart_IK = []
                print '----iter num', i
                IKModel.update(pose)

                th_r_IK = pose.getDOFPositions()
                jointPositions_IK = pose.getJointPositionsGlobal()
                jointAxeses_IK = pose.getDOFAxeses()
                linkPositions_IK = IKModel.getBodyPositionsGlobal()
                linkInertias_IK = IKModel.getBodyInertiasGlobal()

                CM_IK = yrp.getCM(linkPositions_IK, linkMasses, totalMass)
                print CM_IK
                P_IK = ymt.getPureInertiaMatrix(TO, linkMasses,
                                                linkPositions_IK, CM_IK,
                                                linkInertias_IK)

                yjc.computeJacobian2(Jsys_IK, DOFs, jointPositions_IK,
                                     jointAxeses_IK, linkPositions_IK,
                                     allLinkJointMasks)

                for j in range(0, len(desIdxs)):
                    jPart_IK.append(Jsys_IK[6 * desIdxs[j]:6 * desIdxs[j] + 6])

                J_IK, JAngCom_IK = np.vsplit(np.dot(P_IK, Jsys_IK), 2)
                dv_IK = cmW * (desComPos - CM_IK)

                for j in range(0, len(desIdxs)):
                    J_IK = np.vstack((J_IK, jPart_IK[j]))
                    pos_IK = IKModel.getBodyPositionGlobal(desIdxs[j])
                    dv_IK = np.append(dv_IK, posW * (desPos[j] - pos_IK))
                    ori_IK = IKModel.getBodyOrientationGlobal(desIdxs[j])
                    dv_IK = np.append(dv_IK,
                                      oriW * mm.logSO3(desOri[j] * ori_IK.T))
                #print dv_IK[0:3]
                dth_IK_solve = npl.lstsq(J_IK, dv_IK)
                dth_IK_x = dth_IK_solve[0][:totalDOF]
                ype.nested(dth_IK_x, dth_IK)
                #print dth_IK[0][0:3]
                th_IK = yct.getIntegralDOF(th_r_IK, dth_IK, dt)
                pose.setDOFPositions(th_IK)

                if np.dot(dv_IK, dv_IK) < threshold:
                    break

        linkPositions_ref = motionModel.getBodyPositionsGlobal()
        CM_ref = yrp.getCM(linkPositions_ref, linkMasses, totalMass)
        footCenterOffset = np.array([
            viewer.objectInfoWnd.comOffsetX.value(),
            viewer.objectInfoWnd.comOffsetY.value(),
            viewer.objectInfoWnd.comOffsetZ.value()
        ])
        #CM_IK_ref = footCenter + footCenterOffset
        CM_IK_ref = CM_ref + footCenterOffset
        #CM_IK_ref[1] = CM_ref[1] + footCenterOffset[1]

        motion[0].skeleton.getJointIndex(config['supLink'])

        #IKidxs = [indexFootL[0], indexFootR[0]]
        #IKdesPos = [motionModel.getBodyPositionGlobal(indexFootL[0]), motionModel.getBodyPositionGlobal(indexFootR[0])]
        #for i in range(0, 2):
        #    #IKdesPos[i] += ModelOffset
        #    IKdesPos[i][1] = 0.069
        #IKori = [motionModel.getBodyOrientationGlobal(indexFootL[0]), motionModel.getBodyOrientationGlobal(indexFootR[0])]
        #IKdesOri = [None]*2
        #for i in range(0, 2):
        #    IKdesOri[i] = mm.I_SO3()

        IKidxs = config['Phalange'][0:1] + config['Phalange'][3:4]
        print IKidxs
        IKdesPos = [None] * len(IKidxs)
        IKdesOri = [None] * len(IKidxs)
        for i in range(0, len(IKidxs)):
            #print i
            IKdesPos[i] = motionModel.getBodyPositionGlobal(IKidxs[i])
            IKdesPos[i][1] = 0.03
            IKdesOri[i] = mm.I_SO3()
        print IKdesPos

        solveIK(CM_IK_ref, IKidxs, IKdesPos, IKdesOri)

        # tracking
        th_r_ori = motion.getDOFPositions(frame)
        th_r = copy.copy(th_r_ori)

        global leftHipTimer
        if viewer.objectInfoWnd.onLeftHip:
            leftHipTimer = 60
            viewer.objectInfoWnd.onLeftHip = False
        if leftHipTimer > 0:
            viewer.objectInfoWnd.comOffsetX.value(
                0.14 * np.sin(2 * 3.14 * leftHipTimer / 60.))
            #viewer.objectInfoWnd.comOffsetZ.value(0.04*np.cos(2*3.14*leftHipTimer/90.))
            #B_Hipd = viewer.objectInfoWnd.labelLeftHip.value()
            #newR1 = mm.exp(mm.v3(0.0,1.0,0.0), 3.14*0.5*B_Hipd/100.)
            #idx = motion[0].skeleton.getJointIndex('LeftUpLeg')
            #th_r[idx] = np.dot(th_r[idx], newR1)
            #idx = motion[0].skeleton.getJointIndex('RightUpLeg')
            #th_r[idx] = np.dot(th_r[idx], newR1)
            leftHipTimer -= 1

        timeReport[0] += time.time() - curTime
        curTime = time.time()

        th = controlModel.getDOFPositions()
        dth_r = motion.getDOFVelocities(frame)
        dth = controlModel.getDOFVelocities()
        ddth_r = motion.getDOFAccelerations(frame)
        ddth_des = yct.getDesiredDOFAccelerations(th_r, th, dth_r, dth, ddth_r,
                                                  Kt, Dt)
        ddth_c = controlModel.getDOFAccelerations()

        ype.flatten(ddth_des, ddth_des_flat)
        ype.flatten(dth, dth_flat)

        ype.flatten(ddth_c, ddth_c_flat)

        # jacobian
        refFootL = motionModel.getBodyPositionGlobal(supL)
        refFootR = motionModel.getBodyPositionGlobal(supR)

        positionFootL = [None] * footPartNum
        positionFootR = [None] * footPartNum
        for i in range(footPartNum):
            positionFootL[i] = controlModel.getBodyPositionGlobal(
                indexFootL[i])
            positionFootR[i] = controlModel.getBodyPositionGlobal(
                indexFootR[i])

        linkPositions = controlModel.getBodyPositionsGlobal()
        linkVelocities = controlModel.getBodyVelocitiesGlobal()
        linkAngVelocities = controlModel.getBodyAngVelocitiesGlobal()
        linkInertias = controlModel.getBodyInertiasGlobal()

        jointPositions = controlModel.getJointPositionsGlobal()
        jointAxeses = controlModel.getDOFAxeses()

        CM = yrp.getCM(linkPositions, linkMasses, totalMass)
        dCM = yrp.getCM(linkVelocities, linkMasses, totalMass)
        CM_plane = copy.copy(CM)
        CM_plane[1] = 0.
        dCM_plane = copy.copy(dCM)
        dCM_plane[1] = 0.

        linkPositions_ref = motionModel.getBodyPositionsGlobal()
        linkVelocities_ref = motionModel.getBodyVelocitiesGlobal()
        linkAngVelocities_ref = motionModel.getBodyAngVelocitiesGlobal()
        linkInertias_ref = motionModel.getBodyInertiasGlobal()

        CM_ref = yrp.getCM(linkPositions_ref, linkMasses, totalMass)
        CM_plane_ref = copy.copy(CM_ref)
        CM_plane_ref[1] = 0.

        P = ymt.getPureInertiaMatrix(TO, linkMasses, linkPositions, CM,
                                     linkInertias)
        dP = ymt.getPureInertiaMatrixDerivative(dTO, linkMasses,
                                                linkVelocities, dCM,
                                                linkAngVelocities,
                                                linkInertias)

        timeReport[1] += time.time() - curTime
        curTime = time.time()

        yjc.computeJacobian2(Jsys, DOFs, jointPositions, jointAxeses,
                             linkPositions, allLinkJointMasks)
        timeReport[2] += time.time() - curTime
        curTime = time.time()

        # yjc.computeJacobianDerivative2(dJsys, DOFs, jointPositions, jointAxeses, linkAngVelocities, linkPositions, allLinkJointMasks)
        if frame > 0:
            dJsys = (Jsys - JsysPre) * 30.
        else:
            dJsys = (Jsys - Jsys)
        JsysPre = Jsys.copy()

        timeReport[3] += time.time() - curTime
        curTime = time.time()

        bodyIDs, contactPositions, contactPositionLocals, contactForces = vpWorld.calcPenaltyForce(
            bodyIDsToCheck, mus, Ks, Ds)
        CP = yrp.getCP(contactPositions, contactForces)

        for i in range(len(bodyIDsToCheck)):
            controlModel.SetBodyColor(bodyIDsToCheck[i], 0, 0, 0, 255)

        contactFlagFootL = [0] * footPartNum
        contactFlagFootR = [0] * footPartNum
        partialDOFIndex = [22, 22]

        for i in range(len(bodyIDs)):
            controlModel.SetBodyColor(bodyIDs[i], 255, 105, 105, 200)
            index = controlModel.id2index(bodyIDs[i])
            for j in range(len(indexFootL)):
                if index == indexFootL[j]:
                    contactFlagFootL[j] = 1
            for j in range(len(indexFootR)):
                if index == indexFootR[j]:
                    contactFlagFootR[j] = 1

        for j in range(0, footPartNum):
            jAngFootR[j] = Jsys[6 * indexFootR[j]:6 * indexFootR[j] +
                                6][3:]  #.copy()
            jAngFootL[j] = Jsys[6 * indexFootL[j]:6 * indexFootL[j] +
                                6][3:]  #.copy()
            dJAngFootR[j] = dJsys[6 * indexFootR[j]:6 * indexFootR[j] +
                                  6][3:]  #.copy()
            dJAngFootL[j] = dJsys[6 * indexFootL[j]:6 * indexFootL[j] +
                                  6][3:]  #.copy()
            jFootR[j] = Jsys[6 * indexFootR[j]:6 * indexFootR[j] + 6]  #.copy()
            jFootL[j] = Jsys[6 * indexFootL[j]:6 * indexFootL[j] + 6]  #.copy()
            dJFootR[j] = dJsys[6 * indexFootR[j]:6 * indexFootR[j] +
                               6]  #.copy()
            dJFootL[j] = dJsys[6 * indexFootL[j]:6 * indexFootL[j] +
                               6]  #.copy()
        if footPartNum == 1:
            desFCL = (controlModel.getBodyPositionGlobal(supL))
            desFCR = (controlModel.getBodyPositionGlobal(supR))
        else:
            r = .5 + desCOMOffset
            desFCL = (controlModel.getBodyPositionGlobal(indexFootL[0]) * r +
                      controlModel.getBodyPositionGlobal(indexFootL[1]) *
                      (1.0 - r)
                      )  #controlModel.getBodyPositionGlobal(indexFootL[1])
            desFCR = (controlModel.getBodyPositionGlobal(indexFootR[0]) * r +
                      controlModel.getBodyPositionGlobal(indexFootR[1]) *
                      (1.0 - r)
                      )  #controlModel.getBodyPositionGlobal(indexFootR[1])
        desFC = desFCL + (desFCR - desFCL) / 2.0
        desFC[1] = 0
        rd_footCenter_des[0] = desFC.copy()
        curRelCMVec = CM_plane - desFC
        vecRatio = mm.length(curRelCMVec) * 0.
        #print(frame, vecRatio)
        footCenter = desFC - curRelCMVec * (vecRatio)  #/10.0

        footCenter = (
            getBodyGlobalPos(controlModel, motion, 'LeftCalcaneus_1') +
            getBodyGlobalPos(controlModel, motion, 'LeftPhalange_1') +
            getBodyGlobalPos(controlModel, motion, 'RightCalcaneus_1') +
            getBodyGlobalPos(controlModel, motion, 'RightPhalange_1')) / 4.
        #footCenter = (getBodyGlobalPos(controlModel, motion, 'LeftCalcaneus_1') + getBodyGlobalPos(controlModel, motion, 'LeftTalus_1') + getBodyGlobalPos(controlModel, motion, 'RightCalcaneus_1') + getBodyGlobalPos(controlModel, motion, 'RightTalus_1'))/4.

        footCenter_ref = refFootL + (refFootR - refFootL) / 2.0
        #footCenter_ref[1] = 0.
        footCenter[1] = 0.
        footCenterOffset = np.array([
            viewer.objectInfoWnd.comOffsetX.value(), 0,
            viewer.objectInfoWnd.comOffsetZ.value()
        ])
        #footCenter += footCenterOffset

        vecRatio = mm.length(curRelCMVec) * 0.
        softConstPointOffset = -curRelCMVec * (vecRatio)  #/10.0
        #print(frame, vecRatio, softConstPointOffset)

        desForeSupLAcc = [0, 0, 0]
        desForeSupRAcc = [0, 0, 0]

        totalNormalForce = [0, 0, 0]

        for i in range(len(contactForces)):
            totalNormalForce[0] += contactForces[i][0]
            totalNormalForce[1] += contactForces[i][1]
            totalNormalForce[2] += contactForces[i][2]

        #print((totalMass*mm.s2v(wcfg.gravity))[1])

        footCenterOffset = np.array([
            viewer.objectInfoWnd.comOffsetX.value(),
            viewer.objectInfoWnd.comOffsetY.value(),
            viewer.objectInfoWnd.comOffsetZ.value()
        ])

        ######################
        # optimization terms
        ######################

        # linear momentum
        CM_ref_plane = footCenter + footCenterOffset
        dL_des_plane = Kl * totalMass * (CM_ref_plane -
                                         CM_plane) - Dl * totalMass * dCM_plane
        dL_des_plane[1] = Kl * totalMass * (CM_ref[1] + footCenterOffset[1] -
                                            CM[1]) - Dl * totalMass * dCM[1]

        # angular momentum
        CP_ref = footCenter + footCenterOffset

        timeStep = 30.
        if CP_old[0] == None or CP == None:
            dCP = None
        else:
            dCP = (CP - CP_old[0]) / (1 / timeStep)
        CP_old[0] = CP

        if CP != None and dCP != None:
            ddCP_des = Kh * (CP_ref - CP) - Dh * (dCP)
            CP_des = CP + dCP * (1 / timeStep) + .5 * ddCP_des * (
                (1 / timeStep)**2)
            #dH_des = np.cross((CP_des - CM), (dL_des_plane + totalMass*mm.s2v(wcfg.gravity)))
            dH_des = np.cross(
                (CP_des - CM_plane),
                (dL_des_plane + totalMass * mm.s2v(wcfg.gravity)))
        else:
            dH_des = None

        # momentum matrix
        RS = np.dot(P, Jsys)
        R, S = np.vsplit(RS, 2)

        rs = np.dot((np.dot(dP, Jsys) + np.dot(P, dJsys)), dth_flat)
        r_bias, s_bias = np.hsplit(rs, 2)

        flagContact = True
        if dH_des == None or np.any(np.isnan(dH_des)) == True:
            flagContact = False
            #viewer.doc.showRenderer('rd_grf_des', False)
            #viewer.motionViewWnd.update(1, viewer.doc)
        #else:
        #viewer.doc.showRenderer('rd_grf_des', True)
        #viewer.motionViewWnd.update(1, viewer.doc)
        '''
        0 : initial
        1 : contact
        2 : fly
        3 : landing
        '''

        trackingW = w

        #if checkAll(contactFlagFootR, 0) != 1 :
        if 0:  #stage == MOTION_TRACKING:
            trackingW = w2
            #stage = POWERFUL_BALANCING
            Bt = Bt * 2

        #######################
        # optimization
        #######################

        mot.addTrackingTerms(problem, totalDOF, Bt, trackingW, ddth_des_flat)

        #if flagContact == True:
        #    mot.addLinearTerms(problem, totalDOF, Bl, dL_des_plane, R, r_bias)
        #    mot.addAngularTerms(problem, totalDOF, Bh, dH_des, S, s_bias)

        a_sup_2 = None
        Jsup_2 = None
        dJsup_2 = None

        ##############################

        #if Jsup_2 != None:
        #    mot.addConstraint(problem, totalDOF, Jsup_2, dJsup_2, dth_flat, a_sup_2)

        timeReport[4] += time.time() - curTime
        curTime = time.time()

        r = problem.solve()
        problem.clear()
        ype.nested(r['x'], ddth_sol)

        rootPos[0] = controlModel.getBodyPositionGlobal(selectedBody)
        localPos = [[0, 0, 0]]

        timeReport[5] += time.time() - curTime
        curTime = time.time()

        for i in range(stepsPerFrame):
            # apply penalty force
            bodyIDs, contactPositions, contactPositionLocals, contactForces = vpWorld.calcPenaltyForce(
                bodyIDsToCheck, mus, Ks, Ds)

            vpWorld.applyPenaltyForce(bodyIDs, contactPositionLocals,
                                      contactForces)

            extraForce[0] = viewer.GetForce()
            if (extraForce[0][0] != 0 or extraForce[0][1] != 0
                    or extraForce[0][2] != 0):
                forceApplyFrame += 1
                #vpWorld.applyPenaltyForce(selectedBodyId, localPos, extraForce)
                controlModel.applyBodyForceGlobal(selectedBody, extraForce[0])
                applyedExtraForce[0] = extraForce[0]

            if forceApplyFrame * wcfg.timeStep > 0.1:
                viewer.ResetForce()
                forceApplyFrame = 0

            controlModel.setDOFAccelerations(ddth_sol)

            controlModel.solveHybridDynamics()

            vpWorld.step()

        if frame % 30 == 0:
            print 'elapsed time for 30 frames:', time.time() - pt[0]
        # rendering

        rd_footCenter[0] = footCenter

        rd_CM[0] = CM.copy()

        rd_CM_plane[0] = CM_plane.copy()

        rd_footCenter_ref[0] = footCenter_ref
        rd_CM_plane_ref[0] = CM_ref.copy()
        rd_CM_ref[0] = CM_ref.copy()
        rd_CM_ref_vec[0] = (CM_ref - footCenter_ref) * 3.
        rd_CM_vec[0] = (CM - CM_plane)
        rd_CM_des[0] = CM_ref_plane.copy()
        rd_CM_des[0][1] = .01

        #rd_CM_plane[0][1] = 0.

        if CP != None and dCP != None:
            rd_CP[0] = CP
            rd_CP_des[0] = CP_des

        rd_dL_des_plane[0] = dL_des_plane
        rd_dH_des[0] = dH_des

        rd_grf_des[
            0] = totalNormalForce  # - totalMass*mm.s2v(wcfg.gravity)#dL_des_plane - totalMass*mm.s2v(wcfg.gravity)

        rd_exf_des[0] = applyedExtraForce[0]
        rd_root_des[0] = rootPos[0]

        rd_CMP[0] = softConstPoint

        rd_soft_const_vec[0] = controlModel.getBodyPositionGlobal(
            constBody) - softConstPoint

        #indexL = motion[0].skeleton.getJointIndex('Hips')
        #indexR = motion[0].skeleton.getJointIndex('Spine1')
        indexL = indexFootL[0]
        indexR = indexFootR[0]

        curAng = [controlModel.getBodyOrientationGlobal(indexL)]
        curAngY = np.dot(curAng, np.array([0, 0, 1]))

        rd_footL_vec[0] = np.copy(curAngY[0])
        rd_footCenterL[0] = controlModel.getBodyPositionGlobal(indexL)

        curAng = [controlModel.getBodyOrientationGlobal(indexR)]
        curAngY = np.dot(curAng, np.array([0, 0, 1]))

        rd_footR_vec[0] = np.copy(curAngY[0])
        rd_footCenterR[0] = controlModel.getBodyPositionGlobal(indexR)

        if (forceApplyFrame == 0):
            applyedExtraForce[0] = [0, 0, 0]

        timeReport[6] += time.time() - curTime
        # print timeReport

    viewer.setSimulateCallback(simulateCallback)

    viewer.startTimer(1 / 30.)
    viewer.show()

    Fl.run()