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refactor pbik from ik reference planner
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justagist committed Sep 11, 2024
1 parent 3f4b8b3 commit c495e2a
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21 changes: 9 additions & 12 deletions examples/tutorials/05_additional_features_and_components.py
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Expand Up @@ -25,7 +25,7 @@
** Loop debuggers **
Control Loop Debuggers are components that can intercept and read data passed by
the components in the control loop. These components read data (WILL/SHOULD NOT modify)
and can be used for visualising/debugging etc.
and can be used for visualising/debugging etc.
6. There are two debuggers used in this example: the `PlotjugglerLoopDebugger`
Expand All @@ -52,7 +52,7 @@

from pyrcf.components.robot_interfaces.simulation import PybulletRobot
from pyrcf.control_loop import MinimalCtrlLoop
from pyrcf.components.local_planners import IKReferenceInterpolator
from pyrcf.components.local_planners import PybulletIKReferenceInterpolator
from pyrcf.components.global_planners.ui_reference_generators import (
PybulletGUIGlobalPlannerInterface,
)
Expand Down Expand Up @@ -97,16 +97,13 @@
# This planner uses the PybulletIKInterface to solve inverse kinematics for
# the target pose, and interpolates the joint targets from current to desired
# values using a second order filter.
local_planner = IKReferenceInterpolator(
# create `PybulletIKInterface` object for this robot for solving its IK.
pybullet_ik_interface=PybulletIKInterface(
urdf_path=robot._sim_robot.urdf_path,
floating_base=False,
starting_base_position=state.state_estimates.pose.position,
starting_base_orientation=state.state_estimates.pose.orientation,
starting_joint_positions=state.joint_states.joint_positions,
joint_names_order=state.joint_states.joint_names,
),
local_planner = PybulletIKReferenceInterpolator(
urdf_path=robot._sim_robot.urdf_path,
floating_base=False,
starting_base_position=state.state_estimates.pose.position,
starting_base_orientation=state.state_estimates.pose.orientation,
starting_joint_positions=state.joint_states.joint_positions,
joint_names_order=state.joint_states.joint_names,
filter_gain=0.03,
blind_mode=True,
)
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899 changes: 583 additions & 316 deletions pixi.lock

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10 changes: 9 additions & 1 deletion pyproject.toml
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Expand Up @@ -4,6 +4,13 @@ version = "0.0.6"
authors = [{ name = "Saif Sidhik", email = "[email protected]" }]
description = "A Python Robot Control Framework for quickly prototyping control algorithms for different robot embodiments."
readme = "README.md"
keywords = [
"python robot control framework",
"robotics",
"control framework",
"legged robot",
"motion planner",
]
requires-python = ">= 3.10"
dependencies = [
"pybullet>=3.2.6,<4",
Expand All @@ -15,7 +22,8 @@ dependencies = [
"numpy>=1.26",
"inputs>=0.5",
"numpy-quaternion>=2023.0.4",
"zmq>=0.0.0", "tk",
"zmq>=0.0.0",
"tk",
]

[build-system]
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4 changes: 2 additions & 2 deletions pyrcf/components/controllers/README.md
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Expand Up @@ -25,7 +25,7 @@ Joint PD controller for joint position and velocity tracking.

- Compatible LocalPlanner Classes:
- `JointReferenceInterpolator`
- `IKReferenceInterpolator`
- `PybulletIKReferenceInterpolator`
- `BlindForwardingPlanner` (if applicable)

### `GravityCompensatedPDController`
Expand All @@ -50,5 +50,5 @@ Joint PD controller for joint position and velocity tracking with active gravity

- Compatible LocalPlanner Classes:
- `JointReferenceInterpolator`
- `IKReferenceInterpolator`
- `PybulletIKReferenceInterpolator`
- `BlindForwardingPlanner` (if applicable)
2 changes: 1 addition & 1 deletion pyrcf/components/local_planners/__init__.py
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Expand Up @@ -4,4 +4,4 @@
from .local_planner_base import LocalPlannerBase, DummyLocalPlanner
from .blind_forwarding_planner import BlindForwardingPlanner
from .joint_reference_interpolator import JointReferenceInterpolator
from .ik_reference_interpolator import IKReferenceInterpolator
from .pb_ik_reference_interpolator import PybulletIKReferenceInterpolator
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Expand Up @@ -16,24 +16,41 @@
)


class IKReferenceInterpolator(LocalPlannerBase):
"""Solves IK for given end-effector reference and interpolates joint references."""
class PybulletIKReferenceInterpolator(LocalPlannerBase):
"""Solves IK using PybulletIKInterface for given end-effector reference and interpolates joint references."""

def __init__(
self,
pybullet_ik_interface: PybulletIKInterface,
urdf_path: str,
floating_base: bool = False,
starting_base_position: Vector3D = np.zeros(3),
starting_base_orientation: QuatType = np.array([0, 0, 0, 1]),
starting_joint_positions: List[float] = None,
joint_names_order: List[str] = None,
filter_gain=0.05,
blind_mode: bool = True,
ee_names: List[str] = None,
max_constraint_force: float = 10000,
solver_erp: float = None,
**pb_ik_kwargs,
):
"""A "local planner" that simply solves IK for given end-effector reference
and interpolates joint references to achieve the target EE pose.
and interpolates joint references to achieve the target EE pose. Uses
PybulletIKInterface from pybullet_robot package to solve IK.
Args:
pybullet_ik_interface (PybulletIKInterface): Pre-defined PybulletIKInterface
object that can be used for solving IK for this robot.
urdf_path (str): Path to urdf of the robot.
floating_base (bool, optional): Whether the robot has fixed base or floating base.
Defaults to False.
starting_base_position (Vector3D, optional): Starting base position of the robot.
Defaults to np.zeros(3).
starting_base_orientation (QuatType, optional): Starting base orientation of the robot.
Defaults to np.array([0, 0, 0, 1]).
starting_joint_positions (List[float], optional): Starting joint positions of the
robot. Defaults to None.
joint_names_order (List[str], optional): Order of joint names to be used. This will be
the order of the output of the IK as well. Defaults to None (use default order from
BulletRobot instance when loading this urdf).
filter_gain (float, optional): Smoothing gain for second-order filter
interpolator. Defaults to 0.05.
blind_mode (bool, optional): If set to False, will not use joint state
Expand All @@ -46,8 +63,18 @@ def __init__(
to pull the link. Defaults to 10000 (setting `None` will use pybullet default).
solver_erp (float, optional): Error reduction parameter for this constraint. Defaults
to None (use pybullet default).
**pb_ik_kwargs (optional): Additional keywork arguments to be used while creating the
PybulletIKInterface object.
"""
self._pb_ik = pybullet_ik_interface
self._pb_ik = PybulletIKInterface(
urdf_path=urdf_path,
floating_base=floating_base,
starting_base_position=starting_base_position,
starting_base_orientation=starting_base_orientation,
starting_joint_positions=starting_joint_positions,
joint_names_order=joint_names_order,
**pb_ik_kwargs,
)
self._alpha = filter_gain
self._blind_mode = blind_mode
self._max_force = max_constraint_force
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25 changes: 10 additions & 15 deletions test_scripts/ik_interpolator_position_controller_manipulator.py
Original file line number Diff line number Diff line change
Expand Up @@ -9,9 +9,9 @@
2. This demo uses a pybullet GUI interface to set end-effector targets. This
is implemented as a `GlobalPlanner` (`UIBase`) called `PybulletGUIGlobalPlannerInterface`.
3. The local planner is `IKReferenceInterpolator` which uses a second order filter
3. The local planner is `PybulletIKReferenceInterpolator` which uses a second order filter
to smoothly reach the joint positions for reaching the end-effector target set using
the GUI sliders. IK is solved using the `PybulletIKInterface`.
the GUI sliders.
4. The controller is a joint position (and velocity) tracking controller.
Expand All @@ -22,11 +22,9 @@
that shows the actual output from the planner (useful for controller tuning/debugging).
"""

from pybullet_robot import PybulletIKInterface

from pyrcf.components.robot_interfaces.simulation import PybulletRobot
from pyrcf.control_loop import MinimalCtrlLoop
from pyrcf.components.local_planners import IKReferenceInterpolator
from pyrcf.components.local_planners import PybulletIKReferenceInterpolator
from pyrcf.components.global_planners.ui_reference_generators import (
PybulletGUIGlobalPlannerInterface,
)
Expand Down Expand Up @@ -68,16 +66,13 @@

# create a local planner that interpolates joint positions (using second-order
# filter) to reach the end-effector targets from global planner (GUI sliders)
local_planner = IKReferenceInterpolator(
# create `PybulletIKInterface` object for this robot for solving its IK.
pybullet_ik_interface=PybulletIKInterface(
urdf_path=robot._sim_robot.urdf_path,
floating_base=False,
starting_base_position=state.state_estimates.pose.position,
starting_base_orientation=state.state_estimates.pose.orientation,
starting_joint_positions=state.joint_states.joint_positions,
joint_names_order=state.joint_states.joint_names,
),
local_planner = PybulletIKReferenceInterpolator(
urdf_path=robot._sim_robot.urdf_path,
floating_base=False,
starting_base_position=state.state_estimates.pose.position,
starting_base_orientation=state.state_estimates.pose.orientation,
starting_joint_positions=state.joint_states.joint_positions,
joint_names_order=state.joint_states.joint_names,
filter_gain=0.03,
blind_mode=True,
)
Expand Down

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