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import unittest
from autogpt.json_utils.json_fix_llm import fix_and_parse_json
class TestParseJson(unittest.TestCase):
def test_valid_json(self):
# Test that a valid JSON string is parsed correctly
json_str = '{"name": "John", "age": 30, "city": "New York"}'
obj = fix_and_parse_json(json_str)
self.assertEqual(obj, {"name": "John", "age": 30, "city": "New York"})
def test_invalid_json_minor(self):
# Test that an invalid JSON string can be fixed with gpt
json_str = '{"name": "John", "age": 30, "city": "New York",}'
self.assertEqual(
fix_and_parse_json(json_str, try_to_fix_with_gpt=False),
{"name": "John", "age": 30, "city": "New York"},
)
def test_invalid_json_major_with_gpt(self):
# Test that an invalid JSON string raises an error when try_to_fix_with_gpt is False
json_str = 'BEGIN: "name": "John" - "age": 30 - "city": "New York" :END'
self.assertEqual(
fix_and_parse_json(json_str, try_to_fix_with_gpt=True),
{"name": "John", "age": 30, "city": "New York"},
)
def test_invalid_json_major_without_gpt(self):
# Test that a REALLY invalid JSON string raises an error when try_to_fix_with_gpt is False
json_str = 'BEGIN: "name": "John" - "age": 30 - "city": "New York" :END'
# Assert that this raises an exception:
with self.assertRaises(Exception):
fix_and_parse_json(json_str, try_to_fix_with_gpt=False)
def test_invalid_json_leading_sentence_with_gpt(self):
# Test that a REALLY invalid JSON string raises an error when try_to_fix_with_gpt is False
json_str = """I suggest we start by browsing the repository to find any issues that we can fix.
{
"command": {
"name": "browse_website",
"args":{
"url": "https://github.com/Torantulino/Auto-GPT"
}
},
"thoughts":
{
"text": "I suggest we start browsing the repository to find any issues that we can fix.",
"reasoning": "Browsing the repository will give us an idea of the current state of the codebase and identify any issues that we can address to improve the repo.",
"plan": "- Look through the repository to find any issues.\n- Investigate any issues to determine what needs to be fixed\n- Identify possible solutions to fix the issues\n- Open Pull Requests with fixes",
"criticism": "I should be careful while browsing so as not to accidentally introduce any new bugs or issues.",
"speak": "I will start browsing the repository to find any issues we can fix."
}
}"""
good_obj = {
"command": {
"name": "browse_website",
"args": {"url": "https://github.com/Torantulino/Auto-GPT"},
},
"thoughts": {
"text": "I suggest we start browsing the repository to find any issues that we can fix.",
"reasoning": "Browsing the repository will give us an idea of the current state of the codebase and identify any issues that we can address to improve the repo.",
"plan": "- Look through the repository to find any issues.\n- Investigate any issues to determine what needs to be fixed\n- Identify possible solutions to fix the issues\n- Open Pull Requests with fixes",
"criticism": "I should be careful while browsing so as not to accidentally introduce any new bugs or issues.",
"speak": "I will start browsing the repository to find any issues we can fix.",
},
}
# Assert that this raises an exception:
self.assertEqual(
fix_and_parse_json(json_str, try_to_fix_with_gpt=False), good_obj
)
def test_invalid_json_leading_sentence_with_gpt(self):
# Test that a REALLY invalid JSON string raises an error when try_to_fix_with_gpt is False
json_str = """I will first need to browse the repository (https://github.com/Torantulino/Auto-GPT) and identify any potential bugs that need fixing. I will use the "browse_website" command for this.
{
"command": {
"name": "browse_website",
"args":{
"url": "https://github.com/Torantulino/Auto-GPT"
}
},
"thoughts":
{
"text": "Browsing the repository to identify potential bugs",
"reasoning": "Before fixing bugs, I need to identify what needs fixing. I will use the 'browse_website' command to analyze the repository.",
"plan": "- Analyze the repository for potential bugs and areas of improvement",
"criticism": "I need to ensure I am thorough and pay attention to detail while browsing the repository.",
"speak": "I am browsing the repository to identify potential bugs."
}
}"""
good_obj = {
"command": {
"name": "browse_website",
"args": {"url": "https://github.com/Torantulino/Auto-GPT"},
},
"thoughts": {
"text": "Browsing the repository to identify potential bugs",
"reasoning": "Before fixing bugs, I need to identify what needs fixing. I will use the 'browse_website' command to analyze the repository.",
"plan": "- Analyze the repository for potential bugs and areas of improvement",
"criticism": "I need to ensure I am thorough and pay attention to detail while browsing the repository.",
"speak": "I am browsing the repository to identify potential bugs.",
},
}
# Assert that this raises an exception:
self.assertEqual(
fix_and_parse_json(json_str, try_to_fix_with_gpt=False), good_obj
)
if __name__ == "__main__":
unittest.main()
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