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| import unittest | |
| import tests.context | |
| 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",}' | |
| with self.assertRaises(Exception): | |
| fix_and_parse_json(json_str, try_to_fix_with_gpt=False) | |
| 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' | |
| with self.assertRaises(Exception): | |
| fix_and_parse_json(json_str, try_to_fix_with_gpt=False) | |
| 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() | |