=== Instruction 1 ===
Is Correct: False
Syntax Pass: False
Code Function: This code defines a sequence of robot actions to complete the task of placing a dice into a drawer. The robot first moves to the drawer handle, grasps it, and pulls the drawer open. Then, it moves to the location of the dice, picks it up, returns to the drawer, and places the dice inside. Each step is executed using predefined robot skills, and the process follows a strict, step-by-step plan. If any error occurs during execution, it is caught and printed.
Similarity: {'ok': True, 'reason': 'The described code sequence correctly follows the necessary steps to pick up the dice and place it into the drawer using the available PDDL actions and initial state.'}
Differences: 1. **Explicit Error Handling**: CODE_FUNC mentions that errors during execution are caught and printed, while TASK (PDDL) does not specify any error handling or reporting mechanism.

2. **Action Ordering**: CODE_FUNC specifies a strict, step-by-step sequence of actions (move to handle, grasp, pull, move to dice, pick, return, place), whereas TASK (PDDL) only defines the available actions and their preconditions/effects, leaving the actual plan/sequence to the planner.

3. **Skill Invocation**: CODE_FUNC refers to "predefined robot skills" being invoked, while TASK (PDDL) defines these skills as actions but does not discuss their invocation in code or implementation.

4. **Plan Determinism**: CODE_FUNC describes a single, deterministic plan for the task. TASK (PDDL) allows for multiple possible plans, as long as the goal is achieved.

5. **Error Recovery**: CODE_FUNC implies that if an error occurs, it is handled (at least by printing), but does not specify recovery or retry. TASK (PDDL) does not address error recovery or what happens if an action fails.

6. **Abstraction Level**: CODE_FUNC operates at the level of concrete robot commands and execution, while TASK (PDDL) operates at the level of symbolic planning and state transitions.

7. **Goal Specification**: TASK (PDDL) is focused on achieving a goal state (dice in drawer), while CODE_FUNC is focused on executing a specific sequence to achieve that goal.

8. **Observation/State**: TASK (PDDL) includes an explicit initial state (observation), while CODE_FUNC does not mention the initial state, assuming it is known or set up elsewhere.

9. **Domain Generality**: TASK (PDDL) is general and reusable for similar tasks with different objects or drawers. CODE_FUNC is specific to the described scenario (placing a dice in a drawer).

10. **Conditional Effects**: TASK (PDDL) includes conditional effects (e.g., updating drawer-full/empty/partially-filled), while CODE_FUNC does not mention or handle these explicitly.

11. **Return Condition**: TASK (PDDL) includes a "need-ready" predicate and actions to return the robot to a ready pose, while CODE_FUNC does not mention returning to a ready state after task completion.

12. **Concurrency**: TASK (PDDL) allows for the possibility of concurrent actions (if the planner supports it), while CODE_FUNC describes a strictly sequential execution.

13. **State Representation**: TASK (PDDL) uses predicates to represent the world state, while CODE_FUNC does not explicitly represent or update the world state except through action execution.

14. **Parameterization**: TASK (PDDL) actions are parameterized and can be applied to any suitable objects, while CODE_FUNC is written for a specific instance (the dice and the drawer).

15. **Handle Use**: CODE_FUNC explicitly describes moving to and grasping the handle, while TASK (PDDL) only encodes the requirements for pulling the drawer via preconditions.

16. **Error Feedback**: CODE_FUNC provides feedback (printing errors), while TASK (PDDL) does not provide any feedback mechanism.

17. **Skill/Action Granularity**: TASK (PDDL) actions are atomic from the planner's perspective, while CODE_FUNC may call lower-level skills or functions for each step.

18. **Execution Environment**: CODE_FUNC assumes a robot execution environment (code, error handling), while TASK (PDDL) is for a planning environment.

19. **Language/Format**: CODE_FUNC is described as code (likely Python or similar), while TASK is in PDDL (a planning domain language).

20. **Implicit Assumptions**: CODE_FUNC assumes the robot can always execute the actions as planned unless an error occurs, while TASK (PDDL) only encodes logical preconditions and effects.

---

**Summary**:  
The main semantic differences are in error handling, plan determinism, abstraction level, state representation, and specificity/generalization. The CODE_FUNC describes a concrete, sequential, error-aware execution, while TASK (PDDL) defines a general, symbolic planning problem with no explicit error handling or fixed action sequence.

Refined Code Generated:
-------------------
from Object_list import Object
from skill_mapping import RobotController

def long_horizon_task2_oracle_seq():
    """
    Oracle sequence for: Place one dice into a drawer.
    Follows the plan and specification strictly, using only provided skills.
    """
    robot = RobotController()

    # Step 1: Move from ready-pose to handle_top_location (drawer_top_handle)
    robot.execute_movement(Object["drawer_top_handle"], mode=7)

    # Step 2: Pick handle_top at handle_top_location (drawer_top_handle), approach along x-axis (axis=0)
    robot.execute_movement(Object["drawer_top_handle"], mode=1, axis=0)

    # Step 3: Move from handle_top_location to drawer_top_location (drawer_top_handle)
    robot.execute_movement(Object["drawer_top_handle"], mode=7)

    # Step 4: Pull drawer open using handle at drawer_top_location (drawer_top_handle), axis=0, distance=0.1
    robot.execute_movement(Object["drawer_top_handle"], mode=4, axis=0, distance=0.1)

    # Step 5: Move from drawer_top_location to dice1_location (yellow_dice)
    robot.execute_movement(Object["yellow_dice"], mode=7)

    # Step 6: Pick dice1 at dice1_location (yellow_dice), approach along z-axis (axis=2)
    robot.execute_movement(Object["yellow_dice"], mode=1, axis=2)

    # Step 7: Move from dice1_location to drawer_top_location (drawer_top_handle)
    robot.execute_movement(Object["drawer_top_handle"], mode=7)

    # Step 8: Place dice1 into drawer at drawer_top_location (drawer_top_handle), approach along z-axis (axis=2)
    robot.execute_movement(Object["drawer_top_handle"], mode=2, axis=2)

    # Step 9: Move back to ready-pose after placing the dice
    robot.execute_movement(Object["ready_pose"], mode=7)

def main():
    """Main entry point for the task sequence."""
    long_horizon_task2_oracle_seq()

if __name__ == "__main__":
    main()
-------------------

=== Instruction 2 ===
Is Correct: False
Syntax Pass: False
Code Function: This code defines a sequence of robot actions to perform a long-horizon manipulation task. The robot starts from a ready position, moves to the floor, and picks up two objects (a dice and a handle) from the floor using different approach directions. It then uses the handle to pull a drawer open, places the dice inside the drawer, and pushes the drawer closed. Finally, the robot returns to the ready position. The sequence is executed step by step, and any errors during execution are caught and printed.
Similarity: {'ok': True, 'reason': 'The described code sequence matches the domain and initial state, correctly picking up the dice and handle, opening the drawer, placing the dice inside, closing the drawer, and returning to ready, thus achieving the task.'}
Differences: 1. **Number of Objects Manipulated**:  
   - **TASK**: Specifies to put a *single* dice into the drawer.  
   - **CODE_FUNC**: Picks up *two* objects from the floor: a dice and a handle.

2. **Role of the Handle**:  
   - **TASK**: Does not mention the handle at all.  
   - **CODE_FUNC**: Explicitly picks up a handle from the floor and uses it to open the drawer.

3. **Drawer Operation**:  
   - **TASK**: Only requires putting the dice into the drawer (does not specify opening or closing the drawer).  
   - **CODE_FUNC**: Explicitly opens the drawer (using the handle) before placing the dice, and closes the drawer afterward.

4. **Return to Ready Position**:  
   - **TASK**: Does not specify any requirement for the robot to return to a ready position after the task.  
   - **CODE_FUNC**: Explicitly returns the robot to the ready position at the end.

5. **Error Handling**:  
   - **TASK**: No mention of error handling.  
   - **CODE_FUNC**: Catches and prints errors during execution.

6. **Sequence Explicitness**:  
   - **TASK**: High-level instruction, leaves implementation details unspecified.  
   - **CODE_FUNC**: Specifies a detailed, step-by-step sequence including approach directions and intermediate actions.

7. **Object Types**:  
   - **TASK**: Only refers to a dice.  
   - **CODE_FUNC**: Refers to both a dice and a handle as objects to be manipulated.

8. **Assumed Drawer State**:  
   - **TASK**: Does not specify whether the drawer is open, closed, locked, or unlocked.  
   - **CODE_FUNC**: Assumes the drawer is closed and locked, requiring the handle to open it.

9. **Manipulation of Other Objects**:  
   - **TASK**: Only the dice is manipulated.  
   - **CODE_FUNC**: The handle is also manipulated (picked up and used).

10. **Task Completion Criteria**:  
    - **TASK**: Task is complete once the dice is in the drawer.  
    - **CODE_FUNC**: Task is complete after dice is in the drawer, drawer is closed, and robot is back at ready position.

11. **Use of Approach Directions**:  
    - **TASK**: No mention of approach directions.  
    - **CODE_FUNC**: Specifies different approach directions for picking up the dice and the handle.

12. **Handling of Existing Drawer Contents**:  
    - **TASK**: No mention of other objects in the drawer.  
    - **CODE_FUNC**: Does not mention or interact with the trash already in the drawer.

---

**Summary**:  
The main semantic differences are that CODE_FUNC includes manipulation of a handle, explicit drawer operations (open/close), return to ready position, error handling, and more detailed stepwise execution, while TASK is a high-level instruction focused solely on putting a dice into the drawer.

Refined Code Generated:
-------------------
from Object_list import Object
from skill_mapping import RobotController

def put_single_dice_in_drawer():
    robot = RobotController()

    # Move to the location of the dice
    robot.execute_movement(Object["dice1"], mode=7)  # move to dice1

    # Pick up the dice from the floor
    robot.execute_movement(Object["dice1"], mode=1)  # pick dice1

    # Move to the drawer area
    robot.execute_movement(Object["drawer_top"], mode=7)  # move to drawer_top

    # Place the dice into the drawer
    robot.execute_movement(Object["drawer_top"], mode=2)  # place dice1 into drawer_top

def main():
    put_single_dice_in_drawer()

if __name__ == "__main__":
    main()
-------------------

=== Instruction 3 ===
Is Correct: False
Syntax Pass: False
Code Function: This code defines a sequence of actions for a robot to perform a specific task involving a drawer and a dice. The robot first picks up the top handle of a drawer from the floor, then pulls the drawer open. Next, it picks up a yellow dice from the floor and places it inside the open drawer. After placing the dice, the robot pushes the drawer closed. Finally, the robot moves to a ready position. If any error occurs during these steps, it is caught and printed.
Similarity: {'ok': False, 'reason': "The code_func incorrectly refers to a 'yellow dice' (not present in the problem), does not specify the correct object names (dice1, handle_top), and does not mention moving to the correct locations, so it does not guarantee inserting the die into the drawer as per the domain and observation."}
Differences: 1. TASK does not specify the color of the die, while CODE_FUNC refers to a "yellow dice".
2. TASK is a high-level instruction ("Insert one die into a drawer"), whereas CODE_FUNC describes a specific sequence of low-level actions required to accomplish the task (pick handle, open drawer, pick die, place die, close drawer, move to ready).
3. CODE_FUNC includes error handling ("If any error occurs during these steps, it is caught and printed"), which is not mentioned in TASK.
4. CODE_FUNC specifies the robot moves to a "ready position" at the end, which is not required or mentioned in TASK.
5. CODE_FUNC assumes the drawer is initially closed and locked, requiring the robot to pick up and use a handle to open it; TASK does not specify the initial state of the drawer or the need to manipulate a handle.
6. CODE_FUNC specifies the die is on the floor and must be picked up; TASK does not specify the die's initial location.
7. CODE_FUNC specifies the use of a "top handle" and a "drawer" (implying a specific handle-drawer relationship), while TASK only mentions "a drawer".
8. CODE_FUNC includes the action of closing the drawer after inserting the die, which is not required by TASK.
9. CODE_FUNC refers to "a yellow dice", while the domain and TASK refer to "dice1" or "one die" without specifying color.
10. CODE_FUNC is written as a narrative description of a code sequence, while TASK is a direct instruction.

Refined Code Generated:
-------------------
from Object_list import Object
from skill_mapping import RobotController

def long_horizon_task2_oracle_seq():
    """Insert one die (dice1) into the drawer (drawer_top) as per the domain and observation."""
    robot = RobotController()

    try:
        # Move to the location of handle_top (drawer-area)
        robot.execute_movement(Object["handle_top"], mode=7, from_location="ready-pose", to_location="drawer-area")

        # Pick handle_top from floor (approach along z-axis)
        robot.execute_movement(Object["handle_top"], mode=1, axis=2)

        # Pull drawer_top open using handle_top at drawer-area (approach along x-axis)
        robot.execute_movement(Object["handle_top"], mode=4, axis=0, distance=0.1)

        # Place handle_top aside (optional, if required by robot controller)
        robot.execute_movement(Object["handle_top"], mode=2, axis=2)

        # Move to the location of dice1 (floor)
        robot.execute_movement(Object["dice1"], mode=7, from_location="drawer-area", to_location="floor")

        # Pick dice1 from floor (approach along z-axis)
        robot.execute_movement(Object["dice1"], mode=1, axis=2)

        # Move to the open drawer (drawer-area)
        robot.execute_movement(Object["dice1"], mode=7, from_location="floor", to_location="drawer-area")

        # Place dice1 into drawer_top at drawer-area (approach along z-axis)
        robot.execute_movement(Object["drawer_top"], mode=2, axis=2)

    except Exception as error:
        print(f"Error during task execution: {error}")

def main():
    """Main entry point for inserting one die into a drawer."""
    long_horizon_task2_oracle_seq()

if __name__ == "__main__":
    main()
-------------------

=== Instruction 4 ===
Is Correct: False
Syntax Pass: False
Code Function: This code controls a robot to perform a sequence of actions involving a drawer and a dice. First, the robot picks up the drawer handle from the floor. Next, it pulls the drawer open using the handle. Then, the robot picks up a yellow dice from the floor. After that, it places the dice inside the open drawer. Finally, the robot pushes the drawer closed. If any error occurs during these steps, it prints an error message.
Similarity: {'ok': True, 'reason': 'The described code sequence matches the required actions to pick up the dice and place it inside the drawer, using the handle to open and close the drawer as needed.'}
Differences: 1. **Object Specificity**:  
   - **TASK**: Refers generically to "a dice" (could be any dice object in the environment).
   - **CODE_FUNC**: Specifies "a yellow dice" (implies a particular dice, possibly among several).

2. **Error Handling**:  
   - **TASK**: No mention of error handling or contingencies.
   - **CODE_FUNC**: Explicitly states that if any error occurs during the steps, it prints an error message.

3. **Action Sequence Explicitness**:  
   - **TASK**: Only instructs to "store a dice inside the drawer" (goal-oriented, leaves method unspecified).
   - **CODE_FUNC**: Details the exact sequence: pick up handle, open drawer, pick up dice, place dice, close drawer.

4. **Drawer State After Task**:  
   - **TASK**: Does not specify whether the drawer should be left open or closed after storing the dice.
   - **CODE_FUNC**: Explicitly closes the drawer after placing the dice inside.

5. **Handle Manipulation**:  
   - **TASK**: Does not mention the need to use a handle to open the drawer.
   - **CODE_FUNC**: Explicitly includes picking up the handle and using it to open the drawer.

6. **Object Placement**:  
   - **TASK**: Only requires the dice to be inside the drawer at the end.
   - **CODE_FUNC**: Implies the dice is placed inside the drawer while it is open, then the drawer is closed.

7. **Implicit Preconditions**:  
   - **TASK**: Assumes the agent will handle any necessary preconditions (e.g., opening the drawer if needed).
   - **CODE_FUNC**: Makes all preconditions and steps explicit in the action sequence.

8. **Object Names**:  
   - **TASK**: Uses the generic term "a dice".
   - **CODE_FUNC**: Uses "a yellow dice", which may or may not correspond to the object "dice1" in the PDDL.

9. **Drawer Identification**:  
   - **TASK**: Does not specify which drawer.
   - **CODE_FUNC**: Implies a specific drawer is used (the one with the handle on the floor).

10. **Handling of Other Objects**:  
    - **TASK**: Does not mention or consider other objects in the drawer (e.g., trash1).
    - **CODE_FUNC**: Does not mention other objects, but the sequence assumes the drawer can accept the dice.

---

**Summary**:  
The main semantic differences are in specificity, explicitness of steps, error handling, and post-conditions (drawer closed). The TASK is goal-oriented and underspecified, while CODE_FUNC is process-oriented and fully specified.

Refined Code Generated:
-------------------
"""Module to store a dice inside the drawer using robot skills."""
from Object_list import Object
from skill_mapping import RobotController

def long_horizon_task2_oracle_seq():
    """Sequence to store a dice inside the drawer."""
    robot = RobotController()

    # Step 1: Pick up the handle (handle_top) from the floor
    robot.execute_movement(Object["handle_top"], mode=1, axis=0)

    # Step 2: Pull the drawer open using the handle at drawer-area
    robot.execute_movement(Object["handle_top"], mode=4, axis=0, distance=0.1)

    # Step 3: Pick up the dice (dice1) from the floor
    robot.execute_movement(Object["dice1"], mode=1, axis=2)

    # Step 4: Place the dice into the drawer at drawer-area
    robot.execute_movement(Object["drawer_top_place_left"], mode=2, axis=2)

    # Step 5: Push the drawer closed at drawer-area
    robot.execute_movement(Object["handle_top"], mode=3, axis=0, distance=0.1)

def main():
    """Main function to execute the long horizon task."""
    long_horizon_task2_oracle_seq()

if __name__ == "__main__":
    main()
-------------------

=== Instruction 5 ===
Is Correct: False
Syntax Pass: False
Code Function: This code defines a sequence of actions for a robot to perform a specific task involving a drawer and a dice. The robot first moves to the drawer area, then picks the top handle of the drawer, pulls the drawer open, picks up a dice from the drawer area, and finally places the dice into the open drawer. Each action is executed in order, and any errors during execution are caught and printed. The main function runs this sequence when the script is executed.
Similarity: {'ok': False, 'reason': 'The code attempts to pick the dice from the drawer area, but the dice is initially on the floor and must be picked from the floor before being placed into the open drawer.'}
Differences: 1. **Object to be picked**:  
   - TASK specifies "Drop one dice into any open drawer," which implies the dice starts outside the drawer (e.g., on the floor).
   - CODE_FUNC says the robot "picks up a dice from the drawer area," which could be ambiguous, but in the provided PDDL, dice1 is on the floor, so this is likely equivalent.

2. **Drawer selection**:  
   - TASK allows "any open drawer" (if there are multiple), so the drawer is not specified.
   - CODE_FUNC implicitly selects a specific drawer (the one with the handle "handle_top" and name "drawer_top").

3. **Drawer state**:  
   - TASK assumes the drawer is already open ("any open drawer").
   - CODE_FUNC includes the steps to open the drawer: pick the handle, pull to open.

4. **Handle manipulation**:  
   - TASK does not mention the need to manipulate a handle or open the drawer.
   - CODE_FUNC explicitly includes picking the handle and pulling the drawer open.

5. **Error handling**:  
   - TASK does not mention error handling.
   - CODE_FUNC includes error catching and printing during execution.

6. **Location movement**:  
   - TASK does not specify the robot's movement.
   - CODE_FUNC explicitly moves the robot to the drawer area before performing actions.

7. **Object placement**:  
   - TASK says "drop" the dice, which could be interpreted as simply releasing it above the drawer, but in the PDDL, the only way to put an object in a drawer is via "execute_place_to_drawer" (i.e., place, not drop).
   - CODE_FUNC uses the place action.

8. **Assumed initial state**:  
   - TASK does not specify the initial state of the drawer (open/closed/locked/unlocked).
   - CODE_FUNC assumes the drawer is closed and locked, requiring handle manipulation and pulling.

9. **Number of dice**:  
   - TASK says "one dice," which could be any dice if there are multiple.
   - CODE_FUNC picks a specific dice ("dice1").

10. **Generalization**:  
    - TASK is more general (any dice, any open drawer).
    - CODE_FUNC is specific to the objects and drawer in the PDDL problem.

11. **Bin involvement**:  
    - TASK does not mention the bin.
    - CODE_FUNC does not interact with the bin either, but the PDDL world includes it.

12. **Sequence of actions**:  
    - TASK is a high-level instruction.
    - CODE_FUNC is a low-level, step-by-step implementation.

---

**Summary**:  
The main semantic differences are that TASK is a high-level, general instruction assuming an open drawer, while CODE_FUNC is a specific, stepwise implementation that includes opening the drawer, picking a specific dice, and placing it in a specific drawer, with error handling and explicit movement.

Refined Code Generated:
-------------------
"""Module to drop one dice into any open drawer."""
from Object_list import Object
from skill_mapping import RobotController

def long_horizon_task2_oracle_seq():
    """Drops one dice into any open drawer."""
    robot = RobotController()

    # Step 1: Move to the location of the dice (assume 'floor' is where dice1 is)
    robot.execute_movement(Object["dice1"], mode=7)

    # Step 2: Pick up dice1 from the floor (approach along z-axis)
    robot.execute_movement(Object["dice1"], mode=1, axis=2)

    # Step 3: Move to the open drawer area (assume 'drawer_top_place_left' is above open drawer)
    robot.execute_movement(Object["drawer_top_place_left"], mode=7)

    # Step 4: Place dice1 into the open drawer (approach along z-axis)
    robot.execute_movement(Object["drawer_top_place_left"], mode=2, axis=2)

def main():
    """Main function to execute the task."""
    long_horizon_task2_oracle_seq()

if __name__ == "__main__":
    main()
-------------------

