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()