Update app.py
Browse files
app.py
CHANGED
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@@ -6,16 +6,16 @@ import tempfile
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import gradio as gr
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import time
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#
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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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# Add
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cube_id = p.loadURDF("cube_small.urdf", basePosition=[0.6, 0, 0.02])
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p.changeVisualShape(cube_id, -1, rgbaColor=[0, 0, 0, 1])
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# Get joint indices
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def get_panda_joints(robot):
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@@ -32,149 +32,134 @@ def get_panda_joints(robot):
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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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p.
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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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# Change cube color dynamically
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def change_cube_color(color):
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color_map = {
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"Black": [0, 0, 0, 1],
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"Red": [1, 0, 0, 1],
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"Green": [0, 1, 0, 1],
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"Blue": [0, 0, 1, 1],
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"Yellow": [1, 1, 0, 1],
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"White": [1, 1, 1, 1]
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}
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p.changeVisualShape(cube_id, -1, rgbaColor=color_map[color])
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# Render image and info
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def render_sim(joint_values, gripper_val, camera_angles):
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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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p.
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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', dpi=
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plt.close()
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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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# Smooth motion to input angles
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def move_to_input_angles(joint_str):
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try:
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target_angles = [float(x.strip()) for x in joint_str.split(",")]
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if len(target_angles) != 7:
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return None, "❌ Please enter exactly 7 joint angles."
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# Get current joint positions
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current = [p.getJointState(robot, idx)[0] for idx in arm_joints]
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blend = [(1 - i/steps) * c + (i/steps) * t for c, t in zip(current, target_angles)]
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for idx, val in zip(arm_joints, blend):
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p.setJointMotorControl2(robot, idx, p.POSITION_CONTROL, targetPosition=val)
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p.stepSimulation()
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time.sleep(0.
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current_grip = p.getJointState(robot, finger_joints[0])[0]
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return render_sim(target_angles, current_grip, [0, 0, 0])
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except Exception as e:
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return None,
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#
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color_selector = gr.Dropdown(["Black", "Red", "Green", "Blue", "Yellow", "White"], value="Black", label="Select Cube Color")
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color_selector.change(fn=change_cube_color, inputs=color_selector, outputs=[])
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# 7 DoF sliders arranged in two rows
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joint_sliders = []
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with gr.Row():
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for i in range(4):
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joint_sliders.append(gr.Slider(-3.14, 3.14, value=0, label=f"Joint {i+1}"))
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with gr.Row():
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for i in range(4, 7):
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joint_sliders.append(gr.Slider(-3.14, 3.14, value=0, label=f"Joint {i+1}"))
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gripper = gr.Slider(0.0, 0.04, value=0.02, step=0.001, label="Gripper Opening")
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# Camera rotation sliders (for 3D view movement)
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with gr.Row():
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camera_yaw = gr.Slider(-180, 180, value=0, label="Camera Yaw")
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camera_pitch = gr.Slider(-90, 90, value=0, label="Camera Pitch")
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camera_roll = gr.Slider(-180, 180, value=0, label="Camera Roll")
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# Outputs
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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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# Live update
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def live_update(*vals):
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joints = list(vals[:-1])
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grip = vals[-1]
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camera_angles = [camera_yaw.value, camera_pitch.value, camera_roll.value]
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return render_sim(joints, grip, camera_angles)
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#
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gr.Markdown("
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gr.
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demo.launch(debug=True)
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import gradio as gr
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import time
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# Initialize 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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# Add object (default: black cube)
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cube_id = p.loadURDF("cube_small.urdf", basePosition=[0.6, 0, 0.02])
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p.changeVisualShape(cube_id, -1, rgbaColor=[0, 0, 0, 1])
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# Get joint indices
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def get_panda_joints(robot):
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arm_joints, finger_joints = get_panda_joints(robot)
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def add_joint_labels():
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for i in range(len(arm_joints)):
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pos = p.getLinkState(robot, arm_joints[i])[0]
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p.addUserDebugText(f"J{i+1}", pos, textColorRGB=[1, 0, 0], textSize=1.2)
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# Camera config (yaw, pitch, dist)
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camera_angles = [45, -30, 1.5] # Default values
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def render_sim(joint_values, gripper_val, cube_color):
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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 _ in range(5):
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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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p.stepSimulation()
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# Cube color update
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p.changeVisualShape(cube_id, -1, rgbaColor=cube_color + [1])
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# View camera
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view_matrix = p.computeViewMatrixFromYawPitchRoll(
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cameraTargetPosition=[0, 0, 0.5],
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distance=camera_angles[2],
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yaw=camera_angles[0],
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pitch=camera_angles[1],
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roll=0,
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upAxisIndex=2,
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)
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proj_matrix = p.computeProjectionMatrixFOV(60, 1, 0.1, 3.1)
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_, _, img, _, _ = p.getCameraImage(640, 640, view_matrix, proj_matrix)
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rgb = np.reshape(img, (640, 640, 4))[:, :, :3]
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fig, ax = plt.subplots()
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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', dpi=150)
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plt.close()
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return tmp.name, f"Joint Angles: {[round(j,2) for j in joint_values]}, Gripper: {round(gripper_val, 3)}"
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def move_to_input_angles(joint_str):
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try:
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target_angles = [float(x.strip()) for x in joint_str.split(",")]
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if len(target_angles) != 7:
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return None, "❌ Please enter exactly 7 joint angles."
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current = [p.getJointState(robot, idx)[0] for idx in arm_joints]
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for i in range(50):
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blend = [(1 - i/50) * c + (i/50) * t for c, t in zip(current, target_angles)]
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for idx, val in zip(arm_joints, blend):
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p.setJointMotorControl2(robot, idx, p.POSITION_CONTROL, targetPosition=val)
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p.stepSimulation()
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time.sleep(0.005)
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grip = p.getJointState(robot, finger_joints[0])[0]
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return render_sim(target_angles, grip, current_cube_color)
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except Exception as e:
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return None, str(e)
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# Pick and place
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current_cube_color = [0, 0, 0] # Default black
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def pick_and_place(position_str, approach_str, place_str):
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position = [float(x) for x in position_str.split(",")]
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approach = [float(x) for x in approach_str.split(",")]
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place = [float(x) for x in place_str.split(",")]
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move_to_input_angles(','.join(map(str, approach)))
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for _ in range(30):
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for fj in finger_joints:
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p.setJointMotorControl2(robot, fj, p.POSITION_CONTROL, targetPosition=0.0)
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p.stepSimulation()
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time.sleep(0.01)
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move_to_input_angles(','.join([str(x + 0.1) for x in approach]))
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move_to_input_angles(','.join(map(str, place)))
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for _ in range(30):
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for fj in finger_joints:
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p.setJointMotorControl2(robot, fj, p.POSITION_CONTROL, targetPosition=0.04)
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p.stepSimulation()
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time.sleep(0.01)
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return render_sim(place, 0.04, current_cube_color)
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# UI
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with gr.Blocks(title="Franka Arm Control with Pick & Place") as demo:
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gr.Markdown("# 🤖 Franka 7-DOF + Pick & Place")
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# Camera controls
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yaw = gr.Slider(-180, 180, value=camera_angles[0], label="Yaw")
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pitch = gr.Slider(-90, 90, value=camera_angles[1], label="Pitch")
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dist = gr.Slider(0.5, 3.0, value=camera_angles[2], label="Camera Distance")
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def update_camera(y, p_, d):
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camera_angles[0], camera_angles[1], camera_angles[2] = y, p_, d
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return "Camera updated"
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gr.Button("🎥 Update Camera").click(update_camera, [yaw, pitch, dist], outputs=gr.Textbox(label="Status"))
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# Cube color
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cube_color_picker = gr.ColorPicker(label="Pick Cube Color", value="#000000")
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def update_color(color_hex):
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global current_cube_color
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rgb = tuple(int(color_hex[i:i+2], 16)/255. for i in (1, 3, 5))
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current_cube_color = list(rgb)
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return f"Updated color to {rgb}"
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cube_color_picker.change(fn=update_color, inputs=cube_color_picker, outputs=gr.Textbox(label="Color Info"))
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# Manual joints + gripper
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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")
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def live_update(*vals):
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return render_sim(list(vals[:-1]), vals[-1], current_cube_color)
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for s in joint_sliders + [gripper]:
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s.change(fn=live_update, inputs=joint_sliders + [gripper], outputs=[gr.Image(type="filepath"), gr.Textbox()])
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# Pick and Place Inputs
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gr.Markdown("## 🧠 Pick & Place Inputs")
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pos_box = gr.Textbox(label="Position Angles")
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approach_box = gr.Textbox(label="Approach Angles")
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place_box = gr.Textbox(label="Place Angles")
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gr.Button("🚚 Run Pick & Place").click(pick_and_place, [pos_box, approach_box, place_box], outputs=[gr.Image(type="filepath"), gr.Textbox()])
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demo.launch(debug=True)
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