Update app.py
Browse files
app.py
CHANGED
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@@ -3,24 +3,41 @@ import pybullet_data
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import numpy as np
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import matplotlib.pyplot as plt
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import tempfile
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import os
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import gradio as gr
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physicsClient = p.connect(p.DIRECT)
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p.setAdditionalSearchPath(pybullet_data.getDataPath())
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p.setGravity(0, 0, -9.8)
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# Load ground and robot
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p.loadURDF("plane.urdf")
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robot = p.loadURDF("franka_panda/panda.urdf", basePosition=[0,
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#
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# Step simulation
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for _ in range(100):
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p.stepSimulation()
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@@ -28,24 +45,34 @@ def simulate_robot(joint1, joint2):
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view_matrix = p.computeViewMatrix([1.5, 0, 1], [0, 0, 0.5], [0, 0, 1])
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proj_matrix = p.computeProjectionMatrixFOV(60, 1.0, 0.1, 3.1)
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_, _, img, _, _ = p.getCameraImage(256, 256, view_matrix, proj_matrix)
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# Save as temp image
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temp_file = tempfile.NamedTemporaryFile(delete=False, suffix=".png")
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plt.imsave(temp_file.name, rgb_array.astype(np.uint8))
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p.disconnect()
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return temp_file.name
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#
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demo = gr.Interface(
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fn=simulate_robot,
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inputs=[
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gr.Slider(-3.14, 3.14, value=0, label="Joint 1"),
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gr.Slider(-3.14, 3.14, value=0, label="Joint 2"),
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],
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description="Control joint angles and simulate the Panda robot using PyBullet headless mode.",
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)
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if __name__ == "__main__":
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import numpy as np
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import matplotlib.pyplot as plt
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import tempfile
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import gradio as gr
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# Helper to get Panda arm and gripper joints
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def get_panda_joints(robot):
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revolute = []
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finger = []
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for i in range(p.getNumJoints(robot)):
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name = p.getJointInfo(robot, i)[1].decode()
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joint_type = p.getJointInfo(robot, i)[2]
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if joint_type == p.JOINT_REVOLUTE:
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if "finger" in name:
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finger.append(i)
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else:
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revolute.append(i)
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return revolute, finger
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# Simulation and rendering function
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def simulate_robot(j1, j2, j3, j4, gripper):
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physicsClient = p.connect(p.DIRECT)
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p.setAdditionalSearchPath(pybullet_data.getDataPath())
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p.setGravity(0, 0, -9.8)
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p.loadURDF("plane.urdf")
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robot = p.loadURDF("franka_panda/panda.urdf", basePosition=[0,0,0])
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arm_joints, finger_joints = get_panda_joints(robot)
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# Set arm joint positions
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targets = [j1, j2, j3, j4]
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for idx, tgt in zip(arm_joints[:4], targets):
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p.setJointMotorControl2(robot, idx, p.POSITION_CONTROL, targetPosition=tgt)
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# Gripper control
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for fj in finger_joints:
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p.setJointMotorControl2(robot, fj, p.POSITION_CONTROL, targetPosition=gripper)
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for _ in range(100):
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p.stepSimulation()
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view_matrix = p.computeViewMatrix([1.5, 0, 1], [0, 0, 0.5], [0, 0, 1])
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proj_matrix = p.computeProjectionMatrixFOV(60, 1.0, 0.1, 3.1)
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_, _, img, _, _ = p.getCameraImage(256, 256, view_matrix, proj_matrix)
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rgb = np.reshape(img, (256, 256, 4))[:, :, :3]
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# Save image
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tmp = tempfile.NamedTemporaryFile(delete=False, suffix=".png")
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plt.imsave(tmp.name, rgb.astype(np.uint8))
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p.disconnect()
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# Create joint info text
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joint_text = f"Joint Angles:\nJ1 = {j1:.2f} rad\nJ2 = {j2:.2f} rad\nJ3 = {j3:.2f} rad\nJ4 = {j4:.2f} rad\nGripper = {gripper:.3f} m"
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return tmp.name, joint_text
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# Gradio interface
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demo = gr.Interface(
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fn=simulate_robot,
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inputs=[
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gr.Slider(-3.14, 3.14, value=0, label="Joint 1"),
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gr.Slider(-3.14, 3.14, value=0, label="Joint 2"),
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gr.Slider(-3.14, 3.14, value=0, label="Joint 3"),
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gr.Slider(-3.14, 3.14, value=0, label="Joint 4"),
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gr.Slider(0.0, 0.04, value=0.02, step=0.001, label="Gripper Opening")
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],
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outputs=[
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gr.Image(type="filepath", label="Simulation View"),
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gr.Textbox(label="Joint States")
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],
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title="Panda Arm Simulation with Joint Display",
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description="Control 4 Panda arm joints + gripper. The updated simulation view and joint states are shown below."
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)
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if __name__ == "__main__":
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