[BFCL] Fix Dataset and Possible Answer Issue

[HuanzhiMao]

This PR fixes #550, fixes #541, and all the issues pointed out by the comments below.
We want to thank @lucenzhong and @XuHwang for pointing these out.

Here's a breakdown of the changes:

• simple: 7 entry affected
  • Indices: 13, 14, 15, 16, 200, 285, 375
• multiple function: 3 entry affected.
  • Indices: 29, 33, 99
• parallel function: 5 entry affected.
  • Indices: 26, 71, 72, 73, 89
• parallel multiple function: 6 entry affected.
  • Indices: 4, 19, 80, 83, 132, 195
• executable parallel function: 1 entry affected
  • Indices: 11
• javascript: 3 entry affected
  • Indices: 18, 29, 35

This will affect the leaderboard score. We will update it soon, in a different PR.

[XuHwang]

Hi, thanks for your efforts in supporting such a wonderful benchmark.

Recently I found some possible errors in ground truth as follows:

1. id 278 in simple.json: features is not required and default value price is right, while the ground truth requires it
2. id 285 in simple.json: location requires the format In the format City, State, while the ground truth contains Chicago but does not contain Chicago, Illinois
3. id 375 in simple.json: maybe the ground truth of items should include [pumpkin, dozen eggs]

[HuanzhiMao]

Hi, thanks for your efforts in supporting such a wonderful benchmark.

Recently I found some possible errors in ground truth as follows:

1. id 278 in simple.json: features is not required and default value price is right, while the ground truth requires it
2. id 285 in simple.json: location requires the format In the format City, State, while the ground truth contains Chicago but does not contain Chicago, Illinois
3. id 375 in simple.json: maybe the ground truth of items should include [pumpkin, dozen eggs]

Thanks for pointing this out!

Regarding simple_278, the ground truth is correct.
The question asks for Find me the average price and ratings of piano from Yamaha. while the default value for features only contain 'price', but not 'rating', so the model output must explicitly set it.

"features": {
    "type": "array",
    "items": {"type": "string", "enum": ["price", "rating"]},
    "description": "The features to retrieve about the instrument. Default is 'price'",
}

[XuHwang]

Hi, thanks for your efforts in supporting such a wonderful benchmark.
Recently I found some possible errors in ground truth as follows:

1. id 278 in simple.json: features is not required and default value price is right, while the ground truth requires it
2. id 285 in simple.json: location requires the format In the format City, State, while the ground truth contains Chicago but does not contain Chicago, Illinois
3. id 375 in simple.json: maybe the ground truth of items should include [pumpkin, dozen eggs]

Thanks for pointing this out!

Regarding simple_278, the ground truth is correct. The question asks for Find me the average price and ratings of piano from Yamaha. while the default value for features only contain 'price', but not 'rating', so the model output must explicitly set it.

"features": {
    "type": "array",
    "items": {"type": "string", "enum": ["price", "rating"]},
    "description": "The features to retrieve about the instrument. Default is 'price'",
}

I see. I agree~
Thanks a lot!

[XuHwang]

Hey, I found some possible errors of ground truth about the lambda function in python.

In gorilla_openfunctions_v1_test_simple.json:

{"id": "simple_13", "ground_truth": {"calculate_area_under_curve": {"function": ["x^2", "x**2"], "interval": [[1.0, 3.0]], "method": ["", "trapezoidal"]}}}
{"id": "simple_14", "ground_truth": {"calculate_derivative": {"function": ["3x^2 + 2x - 1", "3*x**2+2*x-1"], "x_value": ["", 0.0]}}}
{"id": "simple_15", "ground_truth": {"integrate": {"function": ["x^3", "x**3"], "start_x": [-2], "end_x": [3], "method": ["simpson"]}}}
{"id": "simple_16", "ground_truth": {"calculus.derivative": {"function": ["2*x^2", "2x^2", "2**x^2"], "value": [1], "function_variable": ["x", ""]}}}

While in gorilla_openfunctions_v1_test_parallel_multiple_function.json:

{"id": "parallel_multiple_function_4", "ground_truth": {"integral": {"function": ["x^2", "lambda x : x**2"], "a": [1.0], "b": [5.0]}, "derivative": {"function": ["x^2", "lambda x : x**2"], "x": [3.0]}}}

I think maybe the lambda function should be included in the simple cases as well?

[HuanzhiMao]

Hey, I found some possible errors of ground truth about the lambda function in python.

In gorilla_openfunctions_v1_test_simple.json:

{"id": "simple_13", "ground_truth": {"calculate_area_under_curve": {"function": ["x^2", "x**2"], "interval": [[1.0, 3.0]], "method": ["", "trapezoidal"]}}}
{"id": "simple_14", "ground_truth": {"calculate_derivative": {"function": ["3x^2 + 2x - 1", "3*x**2+2*x-1"], "x_value": ["", 0.0]}}}
{"id": "simple_15", "ground_truth": {"integrate": {"function": ["x^3", "x**3"], "start_x": [-2], "end_x": [3], "method": ["simpson"]}}}
{"id": "simple_16", "ground_truth": {"calculus.derivative": {"function": ["2*x^2", "2x^2", "2**x^2"], "value": [1], "function_variable": ["x", ""]}}}

While in gorilla_openfunctions_v1_test_parallel_multiple_function.json:

{"id": "parallel_multiple_function_4", "ground_truth": {"integral": {"function": ["x^2", "lambda x : x**2"], "a": [1.0], "b": [5.0]}, "derivative": {"function": ["x^2", "lambda x : x**2"], "x": [3.0]}}}

I think maybe the lambda function should be included in the simple cases as well?

Fair point. Updated.

[CharlieJCJ]

LGTM