appli_dcmZmpControl_file.py

# flake8: noqa
from math import sqrt

import dynamic_graph.sot_talos_balance.talos.base_estimator_conf as base_estimator_conf
import dynamic_graph.sot_talos_balance.talos.control_manager_conf as cm_conf
import dynamic_graph.sot_talos_balance.talos.ft_calibration_conf as ft_conf
import dynamic_graph.sot_talos_balance.talos.parameter_server_conf as param_server_conf
from dynamic_graph import plug
from dynamic_graph.sot.core.derivator import Derivator_of_Vector
from dynamic_graph.sot.core.feature_posture import FeaturePosture
from dynamic_graph.sot.core.matrix_util import matrixToTuple
from dynamic_graph.sot.core.meta_tasks_kine import MetaTaskKine6d, MetaTaskKineCom, gotoNd
from dynamic_graph.sot.core.sot import SOT
from dynamic_graph.sot.core.task import Task
from dynamic_graph.sot.dynamic_pinocchio import DynamicPinocchio
from dynamic_graph.sot_talos_balance.create_entities_utils import *
from dynamic_graph.tracer_real_time import TracerRealTime
from rospkg import RosPack


def init_sot_talos_balance(robot, test_folder):
    cm_conf.CTRL_MAX = 1000.0  # temporary hack
    dt = robot.device.getTimeStep()
    robot.timeStep = dt

    # --- Pendulum parameters
    robot_name = 'robot'
    robot.dynamic.com.recompute(0)
    robotDim = robot.dynamic.getDimension()
    mass = robot.dynamic.data.mass[0]
    h = robot.dynamic.com.value[2]
    g = 9.81
    omega = sqrt(g / h)

    # --- Parameter server
    robot.param_server = create_parameter_server(param_server_conf, dt)

    # --- Initial feet and waist
    robot.dynamic.createOpPoint('LF', robot.OperationalPointsMap['left-ankle'])
    robot.dynamic.createOpPoint('RF', robot.OperationalPointsMap['right-ankle'])
    robot.dynamic.createOpPoint('WT', robot.OperationalPointsMap['waist'])
    robot.dynamic.add_signals()
    robot.dynamic.LF.recompute(0)
    robot.dynamic.RF.recompute(0)
    robot.dynamic.WT.recompute(0)

    # -------------------------- DESIRED TRAJECTORY --------------------------

    rospack = RosPack()

    data_folder = rospack.get_path('sot-talos-balance') + "/data/"
    folder = data_folder + test_folder + '/'

    # --- Trajectory generators

    # --- General trigger
    robot.triggerTrajGen = BooleanIdentity('triggerTrajGen')
    robot.triggerTrajGen.sin.value = 0

    # --- CoM
    robot.comTrajGen = create_com_trajectory_generator(dt, robot)
    robot.comTrajGen.x.recompute(0)  # trigger computation of initial value
    robot.comTrajGen.playTrajectoryFile(folder + 'CoM.dat')
    plug(robot.triggerTrajGen.sout, robot.comTrajGen.trigger)

    # --- Left foot
    robot.lfTrajGen = create_pose_rpy_trajectory_generator(dt, robot, 'LF')
    robot.lfTrajGen.x.recompute(0)  # trigger computation of initial value

    robot.lfToMatrix = PoseRollPitchYawToMatrixHomo('lf2m')
    plug(robot.lfTrajGen.x, robot.lfToMatrix.sin)
    robot.lfTrajGen.playTrajectoryFile(folder + 'LeftFoot.dat')
    plug(robot.triggerTrajGen.sout, robot.lfTrajGen.trigger)

    # --- Right foot
    robot.rfTrajGen = create_pose_rpy_trajectory_generator(dt, robot, 'RF')
    robot.rfTrajGen.x.recompute(0)  # trigger computation of initial value

    robot.rfToMatrix = PoseRollPitchYawToMatrixHomo('rf2m')
    plug(robot.rfTrajGen.x, robot.rfToMatrix.sin)
    robot.rfTrajGen.playTrajectoryFile(folder + 'RightFoot.dat')
    plug(robot.triggerTrajGen.sout, robot.rfTrajGen.trigger)

    # --- ZMP
    robot.zmpTrajGen = create_zmp_trajectory_generator(dt, robot)
    robot.zmpTrajGen.x.recompute(0)  # trigger computation of initial value
    # robot.zmpTrajGen.playTrajectoryFile(folder + 'ZMP.dat')
    plug(robot.triggerTrajGen.sout, robot.zmpTrajGen.trigger)

    # --- Waist
    robot.waistTrajGen = create_orientation_rpy_trajectory_generator(dt, robot, 'WT')
    robot.waistTrajGen.x.recompute(0)  # trigger computation of initial value

    robot.waistMix = Mix_of_vector("waistMix")
    robot.waistMix.setSignalNumber(3)
    robot.waistMix.addSelec(1, 0, 3)
    robot.waistMix.addSelec(2, 3, 3)
    # robot.waistMix.default.value = np.array([0.0] * 6)
    robot.waistMix.signal("sin1").value = np.array([0.0] * 3)
    plug(robot.waistTrajGen.x, robot.waistMix.signal("sin2"))

    robot.waistToMatrix = PoseRollPitchYawToMatrixHomo('w2m')
    plug(robot.waistMix.sout, robot.waistToMatrix.sin)
    robot.waistTrajGen.playTrajectoryFile(folder + 'WaistOrientation.dat')
    plug(robot.triggerTrajGen.sout, robot.waistTrajGen.trigger)

    # --- Interface with controller entities

    wp = DummyWalkingPatternGenerator('dummy_wp')
    wp.init()
    wp.omega.value = omega
    #wp.waist.value = robot.dynamic.WT.value          # wait receives a full homogeneous matrix, but only the rotational part is controlled
    #wp.footLeft.value = robot.dynamic.LF.value
    #wp.footRight.value = robot.dynamic.RF.value
    #wp.com.value  = robot.dynamic.com.value
    #wp.vcom.value = [0.]*3
    #wp.acom.value = [0.]*3
    plug(robot.waistToMatrix.sout, wp.waist)
    plug(robot.lfToMatrix.sout, wp.footLeft)
    plug(robot.rfToMatrix.sout, wp.footRight)
    plug(robot.comTrajGen.x, wp.com)
    plug(robot.comTrajGen.dx, wp.vcom)
    plug(robot.comTrajGen.ddx, wp.acom)
    #plug(robot.zmpTrajGen.x, wp.zmp)

    robot.wp = wp

    # --- Compute the values to use them in initialization
    robot.wp.comDes.recompute(0)
    robot.wp.dcmDes.recompute(0)
    robot.wp.zmpDes.recompute(0)

    # -------------------------- ESTIMATION --------------------------

    # --- Base Estimation
    robot.device_filters = create_device_filters(robot, dt)
    robot.imu_filters = create_imu_filters(robot, dt)
    robot.base_estimator = create_base_estimator(robot, dt, base_estimator_conf)

    robot.m2qLF = MatrixHomoToPoseQuaternion('m2qLF')
    plug(robot.dynamic.LF, robot.m2qLF.sin)
    plug(robot.m2qLF.sout, robot.base_estimator.lf_ref_xyzquat)
    robot.m2qRF = MatrixHomoToPoseQuaternion('m2qRF')
    plug(robot.dynamic.RF, robot.m2qRF.sin)
    plug(robot.m2qRF.sout, robot.base_estimator.rf_ref_xyzquat)

    # --- Conversion
    e2q = EulerToQuat('e2q')
    plug(robot.base_estimator.q, e2q.euler)
    robot.e2q = e2q

    # --- Kinematic computations
    robot.rdynamic = DynamicPinocchio("real_dynamics")
    robot.rdynamic.setModel(robot.dynamic.model)
    robot.rdynamic.setData(robot.rdynamic.model.createData())
    robot.rdynamic.add_signals()
    plug(robot.base_estimator.q, robot.rdynamic.position)
    robot.rdynamic.velocity.value = np.array([0.0] * robotDim)
    robot.rdynamic.acceleration.value = np.array([0.0] * robotDim)

    # --- CoM Estimation
    cdc_estimator = DcmEstimator('cdc_estimator')
    cdc_estimator.init(dt, robot_name)
    plug(robot.e2q.quaternion, cdc_estimator.q)
    plug(robot.base_estimator.v, cdc_estimator.v)
    robot.cdc_estimator = cdc_estimator

    # --- DCM Estimation
    estimator = DummyDcmEstimator("dummy")
    estimator.omega.value = omega
    estimator.mass.value = 1.0
    plug(robot.cdc_estimator.c, estimator.com)
    plug(robot.cdc_estimator.dc, estimator.momenta)
    estimator.init()
    robot.estimator = estimator

    # --- Force calibration
    robot.ftc = create_ft_calibrator(robot, ft_conf)

    # --- ZMP estimation
    zmp_estimator = SimpleZmpEstimator("zmpEst")
    robot.rdynamic.createOpPoint('sole_LF', 'left_sole_link')
    robot.rdynamic.createOpPoint('sole_RF', 'right_sole_link')
    robot.rdynamic.add_signals()
    plug(robot.rdynamic.sole_LF, zmp_estimator.poseLeft)
    plug(robot.rdynamic.sole_RF, zmp_estimator.poseRight)
    plug(robot.ftc.left_foot_force_out, zmp_estimator.wrenchLeft)
    plug(robot.ftc.right_foot_force_out, zmp_estimator.wrenchRight)
    zmp_estimator.init()
    robot.zmp_estimator = zmp_estimator

    # -------------------------- ADMITTANCE CONTROL --------------------------

    # --- DCM controller
    Kp_dcm = np.array([8.0] * 3)
    Ki_dcm = np.array([0.0, 0.0, 0.0])  # zero (to be set later)
    gamma_dcm = 0.2

    dcm_controller = DcmController("dcmCtrl")

    dcm_controller.Kp.value = Kp_dcm
    dcm_controller.Ki.value = Ki_dcm
    dcm_controller.decayFactor.value = gamma_dcm
    dcm_controller.mass.value = mass
    dcm_controller.omega.value = omega

    plug(robot.cdc_estimator.c, dcm_controller.com)
    plug(robot.estimator.dcm, dcm_controller.dcm)

    plug(robot.wp.zmpDes, dcm_controller.zmpDes)
    plug(robot.wp.dcmDes, dcm_controller.dcmDes)

    dcm_controller.init(dt)

    robot.dcm_control = dcm_controller

    Ki_dcm = np.array([1.0, 1.0, 1.0])  # this value is employed later

    # --- CoM admittance controller
    Kp_adm = np.array([0.0, 0.0, 0.0])  # zero (to be set later)

    com_admittance_control = ComAdmittanceController("comAdmCtrl")
    com_admittance_control.Kp.value = Kp_adm
    plug(robot.zmp_estimator.zmp, com_admittance_control.zmp)
    com_admittance_control.zmpDes.value = robot.wp.zmpDes.value  # should be plugged to robot.dcm_control.zmpRef
    plug(robot.wp.acomDes, com_admittance_control.ddcomDes)

    com_admittance_control.init(dt)
    com_admittance_control.setState(robot.wp.comDes.value, np.array([0.0, 0.0, 0.0]))

    robot.com_admittance_control = com_admittance_control

    # --- Control Manager
    robot.cm = create_ctrl_manager(cm_conf, dt, robot_name='robot')
    robot.cm.addCtrlMode('sot_input')
    robot.cm.setCtrlMode('all', 'sot_input')
    robot.cm.addEmergencyStopSIN('zmp')

    # -------------------------- SOT CONTROL --------------------------

    # --- Upper body
    robot.taskUpperBody = Task('task_upper_body')
    robot.taskUpperBody.feature = FeaturePosture('feature_upper_body')

    q = robot.dynamic.position.value
    robot.taskUpperBody.feature.state.value = q
    robot.taskUpperBody.feature.posture.value = q

    # robotDim = robot.dynamic.getDimension() # 38
    robot.taskUpperBody.feature.selectDof(18, True)
    robot.taskUpperBody.feature.selectDof(19, True)
    robot.taskUpperBody.feature.selectDof(20, True)
    robot.taskUpperBody.feature.selectDof(21, True)
    robot.taskUpperBody.feature.selectDof(22, True)
    robot.taskUpperBody.feature.selectDof(23, True)
    robot.taskUpperBody.feature.selectDof(24, True)
    robot.taskUpperBody.feature.selectDof(25, True)
    robot.taskUpperBody.feature.selectDof(26, True)
    robot.taskUpperBody.feature.selectDof(27, True)
    robot.taskUpperBody.feature.selectDof(28, True)
    robot.taskUpperBody.feature.selectDof(29, True)
    robot.taskUpperBody.feature.selectDof(30, True)
    robot.taskUpperBody.feature.selectDof(31, True)
    robot.taskUpperBody.feature.selectDof(32, True)
    robot.taskUpperBody.feature.selectDof(33, True)
    robot.taskUpperBody.feature.selectDof(34, True)
    robot.taskUpperBody.feature.selectDof(35, True)
    robot.taskUpperBody.feature.selectDof(36, True)
    robot.taskUpperBody.feature.selectDof(37, True)

    robot.taskUpperBody.controlGain.value = 100.0
    robot.taskUpperBody.add(robot.taskUpperBody.feature.name)
    plug(robot.dynamic.position, robot.taskUpperBody.feature.state)

    # --- CONTACTS
    #define contactLF and contactRF
    robot.contactLF = MetaTaskKine6d('contactLF', robot.dynamic, 'LF', robot.OperationalPointsMap['left-ankle'])
    robot.contactLF.feature.frame('desired')
    robot.contactLF.gain.setConstant(300)
    plug(robot.wp.footLeftDes, robot.contactLF.featureDes.position)  #.errorIN?
    locals()['contactLF'] = robot.contactLF

    robot.contactRF = MetaTaskKine6d('contactRF', robot.dynamic, 'RF', robot.OperationalPointsMap['right-ankle'])
    robot.contactRF.feature.frame('desired')
    robot.contactRF.gain.setConstant(300)
    plug(robot.wp.footRightDes, robot.contactRF.featureDes.position)  #.errorIN?
    locals()['contactRF'] = robot.contactRF

    # --- COM height
    robot.taskComH = MetaTaskKineCom(robot.dynamic, name='comH')
    plug(robot.wp.comDes, robot.taskComH.featureDes.errorIN)
    robot.taskComH.task.controlGain.value = 100.
    robot.taskComH.feature.selec.value = '100'

    # --- COM
    robot.taskCom = MetaTaskKineCom(robot.dynamic)
    plug(robot.com_admittance_control.comRef, robot.taskCom.featureDes.errorIN)
    plug(robot.com_admittance_control.dcomRef, robot.taskCom.featureDes.errordotIN)
    robot.taskCom.task.controlGain.value = 0
    robot.taskCom.task.setWithDerivative(True)
    robot.taskCom.feature.selec.value = '011'

    # --- Waist
    robot.keepWaist = MetaTaskKine6d('keepWaist', robot.dynamic, 'WT', robot.OperationalPointsMap['waist'])
    robot.keepWaist.feature.frame('desired')
    robot.keepWaist.gain.setConstant(300)
    plug(robot.wp.waistDes, robot.keepWaist.featureDes.position)
    robot.keepWaist.feature.selec.value = '111000'
    locals()['keepWaist'] = robot.keepWaist

    # --- SOT solver
    robot.sot = SOT('sot')
    robot.sot.setSize(robot.dynamic.getDimension())

    # --- Plug SOT control to device through control manager
    robot.cm.add_commands()
    robot.cm.add_signals()
    plug(robot.sot.control, robot.cm.ctrl_sot_input)
    plug(robot.cm.u_safe, robot.device.control)

    robot.sot.push(robot.taskUpperBody.name)
    robot.sot.push(robot.contactRF.task.name)
    robot.sot.push(robot.contactLF.task.name)
    robot.sot.push(robot.taskComH.task.name)
    robot.sot.push(robot.taskCom.task.name)
    robot.sot.push(robot.keepWaist.task.name)

    # --- Fix robot.dynamic inputs
    plug(robot.device.velocity, robot.dynamic.velocity)
    robot.dvdt = Derivator_of_Vector("dv_dt")
    robot.dvdt.dt.value = dt
    plug(robot.device.velocity, robot.dvdt.sin)
    plug(robot.dvdt.sout, robot.dynamic.acceleration)

    # -------------------------- PLOTS --------------------------

    # --- ROS PUBLISHER
    robot.publisher = create_rospublish(robot, 'robot_publisher')

    create_topic(robot.publisher, robot.device, 'state', robot=robot, data_type='vector')
    create_topic(robot.publisher, robot.base_estimator, 'q', robot=robot, data_type='vector')
    #create_topic(robot.publisher, robot.stf, 'q', robot = robot, data_type='vector')

    create_topic(robot.publisher, robot.comTrajGen, 'x', robot=robot, data_type='vector')  # generated CoM
    create_topic(robot.publisher, robot.comTrajGen, 'dx', robot=robot, data_type='vector')  # generated CoM velocity
    create_topic(robot.publisher, robot.comTrajGen, 'ddx', robot=robot,
                 data_type='vector')  # generated CoM acceleration

    create_topic(robot.publisher, robot.wp, 'comDes', robot=robot, data_type='vector')  # desired CoM

    create_topic(robot.publisher, robot.cdc_estimator, 'c', robot=robot, data_type='vector')  # estimated CoM
    create_topic(robot.publisher, robot.cdc_estimator, 'dc', robot=robot, data_type='vector')  # estimated CoM velocity

    create_topic(robot.publisher, robot.com_admittance_control, 'comRef', robot=robot,
                 data_type='vector')  # reference CoM
    create_topic(robot.publisher, robot.dynamic, 'com', robot=robot, data_type='vector')  # resulting SOT CoM

    create_topic(robot.publisher, robot.dcm_control, 'dcmDes', robot=robot, data_type='vector')  # desired DCM
    create_topic(robot.publisher, robot.estimator, 'dcm', robot=robot, data_type='vector')  # estimated DCM

    create_topic(robot.publisher, robot.zmpTrajGen, 'x', robot=robot, data_type='vector')  # generated ZMP
    create_topic(robot.publisher, robot.wp, 'zmpDes', robot=robot, data_type='vector')  # desired ZMP
    create_topic(robot.publisher, robot.dynamic, 'zmp', robot=robot, data_type='vector')  # SOT ZMP
    create_topic(robot.publisher, robot.zmp_estimator, 'zmp', robot=robot, data_type='vector')  # estimated ZMP
    create_topic(robot.publisher, robot.dcm_control, 'zmpRef', robot=robot, data_type='vector')  # reference ZMP

    create_topic(robot.publisher, robot.waistTrajGen, 'x', robot=robot,
                 data_type='vector')  # desired waist orientation

    create_topic(robot.publisher, robot.lfTrajGen, 'x', robot=robot, data_type='vector')  # desired left foot pose
    create_topic(robot.publisher, robot.rfTrajGen, 'x', robot=robot, data_type='vector')  # desired right foot pose

    create_topic(robot.publisher, robot.ftc, 'left_foot_force_out', robot=robot,
                 data_type='vector')  # calibrated left wrench
    create_topic(robot.publisher, robot.ftc, 'right_foot_force_out', robot=robot,
                 data_type='vector')  # calibrated right wrench

    create_topic(robot.publisher, robot.dynamic, 'LF', robot=robot, data_type='matrixHomo')  # left foot
    create_topic(robot.publisher, robot.dynamic, 'RF', robot=robot, data_type='matrixHomo')  # right foot

    # --- TRACER
    robot.tracer = TracerRealTime("com_tracer")
    robot.tracer.setBufferSize(80 * (2**20))
    robot.tracer.open('/tmp', 'dg_', '.dat')
    robot.device.after.addSignal('{0}.triger'.format(robot.tracer.name))

    addTrace(robot.tracer, robot.wp, 'comDes')  # desired CoM

    addTrace(robot.tracer, robot.cdc_estimator, 'c')  # estimated CoM
    addTrace(robot.tracer, robot.cdc_estimator, 'dc')  # estimated CoM velocity

    addTrace(robot.tracer, robot.com_admittance_control, 'comRef')  # reference CoM
    addTrace(robot.tracer, robot.dynamic, 'com')  # resulting SOT CoM

    addTrace(robot.tracer, robot.dcm_control, 'dcmDes')  # desired DCM
    addTrace(robot.tracer, robot.estimator, 'dcm')  # estimated DCM

    addTrace(robot.tracer, robot.dcm_control, 'zmpDes')  # desired ZMP
    addTrace(robot.tracer, robot.dynamic, 'zmp')  # SOT ZMP
    addTrace(robot.tracer, robot.zmp_estimator, 'zmp')  # estimated ZMP
    addTrace(robot.tracer, robot.dcm_control, 'zmpRef')  # reference ZMP

    addTrace(robot.tracer, robot.ftc, 'left_foot_force_out')  # calibrated left wrench
    addTrace(robot.tracer, robot.ftc, 'right_foot_force_out')  # calibrated right wrench

    addTrace(robot.tracer, robot.dynamic, 'LF')  # left foot
    addTrace(robot.tracer, robot.dynamic, 'RF')  # right foot

    robot.tracer.start()