Update app.py
Browse files
app.py
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@@ -5,90 +5,107 @@ import matplotlib.pyplot as plt
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import tempfile
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import gradio as gr
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# Setup PyBullet
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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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# 🔒 Fix the base of the robot to the ground
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robot = p.loadURDF("franka_panda/panda.urdf", basePosition=[0, 0, 0], useFixedBase=True)
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def get_panda_joints(robot):
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for i in range(p.getNumJoints(robot)):
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if
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(
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return
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arm_joints, finger_joints = get_panda_joints(robot)
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def render_sim(joint_values, gripper_val):
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#
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for idx, tgt in zip(arm_joints
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p.setJointMotorControl2(robot, idx, p.POSITION_CONTROL, targetPosition=tgt)
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for fj in finger_joints:
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p.setJointMotorControl2(robot, fj, p.POSITION_CONTROL, targetPosition=gripper_val)
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for _ in range(10): p.stepSimulation()
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#
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width, height = 512, 512
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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, width / height, 0.1, 3.1)
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_, _, img, _, _ = p.getCameraImage(width, height, view_matrix, proj_matrix)
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rgb = np.reshape(img, (height, width, 4))[:, :, :3]
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#
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fig, ax = plt.subplots(figsize=(5, 5))
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ax.imshow(rgb.astype(np.uint8))
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ax.axis("off")
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labels = ["J1", "J2", "J3", "J4"]
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positions = [(180, 400), (220, 320), (260, 240), (300, 160)]
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for label, pos in zip(labels, positions):
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ax.text(*pos, label, color="red", fontsize=12, fontweight="bold")
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tmp = tempfile.NamedTemporaryFile(delete=False, suffix=".png")
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plt.savefig(tmp.name, bbox_inches='tight')
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plt.close()
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#
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joint_text = (
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f"J1 = {joint_values[0]:.2f} rad\n"
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f"J2 = {joint_values[1]:.2f} rad\n"
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f"J3 = {joint_values[2]:.2f} rad\n"
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f"J4 = {joint_values[3]:.2f} rad\n"
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f"Gripper = {gripper_val:.3f} m"
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)
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return tmp.name, joint_text
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#
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with gr.Row():
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img_output = gr.Image(type="filepath", label="Simulation View")
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text_output = gr.Textbox(label="Joint States")
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#
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def live_update(
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slider.change(live_update, inputs=[j1, j2, j3, j4, gripper], outputs=[img_output, text_output])
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# Reset button
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def reset():
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return render_sim([0
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gr.Button("🔄 Reset Robot").click(fn=reset, inputs=[], outputs=[img_output, text_output])
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import tempfile
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import gradio as gr
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# Setup PyBullet
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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], useFixedBase=True)
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# Get joint indices
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def get_panda_joints(robot):
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arm, fingers = [], []
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for i in range(p.getNumJoints(robot)):
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info = p.getJointInfo(robot, i)
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name = info[1].decode()
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if info[2] == p.JOINT_REVOLUTE:
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(fingers if "finger" in name else arm).append(i)
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return arm, fingers
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arm_joints, finger_joints = get_panda_joints(robot)
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# Add 3D debug labels to the robot's joints
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debug_labels = []
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def add_joint_labels():
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global debug_labels
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for i in debug_labels:
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p.removeUserDebugItem(i)
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debug_labels.clear()
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for idx in arm_joints:
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link_state = p.getLinkState(robot, idx)
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pos = link_state[0]
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lbl = f"J{arm_joints.index(idx)+1}"
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text_id = p.addUserDebugText(lbl, pos, textColorRGB=[1, 0, 0], textSize=1.2)
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debug_labels.append(text_id)
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# Render image and info
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def render_sim(joint_values, gripper_val):
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# Apply joint controls
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for idx, tgt in zip(arm_joints, joint_values):
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p.setJointMotorControl2(robot, idx, p.POSITION_CONTROL, targetPosition=tgt)
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for fj in finger_joints:
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p.setJointMotorControl2(robot, fj, p.POSITION_CONTROL, targetPosition=gripper_val)
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for _ in range(10): p.stepSimulation()
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# Refresh joint labels
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add_joint_labels()
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# Camera
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width, height = 512, 512
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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, width / height, 0.1, 3.1)
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_, _, img, _, _ = p.getCameraImage(width, height, view_matrix, proj_matrix)
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rgb = np.reshape(img, (height, width, 4))[:, :, :3]
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# Image to file
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fig, ax = plt.subplots(figsize=(5, 5))
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ax.imshow(rgb.astype(np.uint8))
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ax.axis("off")
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tmp = tempfile.NamedTemporaryFile(delete=False, suffix=".png")
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plt.savefig(tmp.name, bbox_inches='tight')
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plt.close()
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# Text output
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joint_text = "Joint Angles:\n" + "\n".join([f"J{i+1} = {v:.2f} rad" for i, v in enumerate(joint_values)])
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joint_text += f"\nGripper = {gripper_val:.3f} m"
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return tmp.name, joint_text
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# Load gripper type (placeholder logic)
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def switch_gripper(gripper_type):
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print(f"Switching to gripper: {gripper_type}")
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# In real case, remove current gripper, attach new one
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# For demo, just return something to show
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return f"Switched to: {gripper_type}"
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# Gradio UI
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with gr.Blocks(title="Franka Arm Control with 7 DoF and Gripper Options") as demo:
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gr.Markdown("## 🤖 Franka 7-DOF Control\nUse the sliders to manipulate the robot arm.")
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# Gripper selection
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gripper_selector = gr.Dropdown(["Two-Finger", "Suction"], value="Two-Finger", label="Select Gripper")
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gripper_feedback = gr.Textbox(label="Gripper Status", interactive=False)
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gripper_selector.change(fn=switch_gripper, inputs=gripper_selector, outputs=gripper_feedback)
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# 7 DoF sliders
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joint_sliders = [gr.Slider(-3.14, 3.14, value=0, label=f"Joint {i+1}") for i in range(7)]
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gripper = gr.Slider(0.0, 0.04, value=0.02, step=0.001, label="Gripper Opening")
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with gr.Row():
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img_output = gr.Image(type="filepath", label="Simulation View")
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text_output = gr.Textbox(label="Joint States")
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# Update all joints
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def live_update(*vals):
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joints = list(vals[:-1]) # first 7 values
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grip = vals[-1]
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return render_sim(joints, grip)
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for s in joint_sliders + [gripper]:
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s.change(fn=live_update, inputs=joint_sliders + [gripper], outputs=[img_output, text_output])
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# Reset button
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def reset():
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return render_sim([0]*7, 0.02)
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gr.Button("🔄 Reset Robot").click(fn=reset, inputs=[], outputs=[img_output, text_output])
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