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78 lines
3.2 KiB
Python
78 lines
3.2 KiB
Python
import json
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import time
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import unittest
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from pathlib import Path
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from unittest.mock import mock_open, patch
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import requests
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from aider.models import Model, get_model_info
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class TestModels(unittest.TestCase):
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def test_max_context_tokens(self):
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model = Model("gpt-3.5-turbo")
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self.assertEqual(model.info["max_input_tokens"], 16385)
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model = Model("gpt-3.5-turbo-16k")
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self.assertEqual(model.info["max_input_tokens"], 16385)
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model = Model("gpt-3.5-turbo-1106")
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self.assertEqual(model.info["max_input_tokens"], 16385)
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model = Model("gpt-4")
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self.assertEqual(model.info["max_input_tokens"], 8 * 1024)
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model = Model("gpt-4-32k")
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self.assertEqual(model.info["max_input_tokens"], 32 * 1024)
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model = Model("gpt-4-0613")
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self.assertEqual(model.info["max_input_tokens"], 8 * 1024)
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@patch("aider.models.litellm._lazy_module", False)
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@patch("aider.models.Path.home")
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@patch("aider.models.Path.stat")
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@patch("aider.models.safe_read_json")
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@patch("aider.models.safe_write_json")
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@patch("requests.get")
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@patch("aider.models.Path.mkdir")
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def test_get_model_info(
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self, mock_mkdir, mock_get, mock_write_json, mock_read_json, mock_stat, mock_home
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):
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# Setup
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mock_home.return_value = Path("/mock/home")
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mock_stat.return_value = unittest.mock.Mock(st_mtime=time.time() - 86400 * 2) # 2 days old
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mock_mkdir.return_value = None # Ensure mkdir doesn't raise an exception
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# Test case 1: Cache exists and is fresh
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mock_read_json.return_value = {"test_model": {"info": "cached"}}
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mock_stat.return_value.st_mtime = time.time() - 3600 # 1 hour old
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self.assertEqual(get_model_info("test_model"), {"info": "cached"})
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# Test case 2: Cache doesn't exist or is old, GitHub fetch succeeds
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mock_read_json.return_value = None
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mock_get.return_value.status_code = 200
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mock_get.return_value.json.return_value = {"test_model": {"info": "from_github"}}
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self.assertEqual(get_model_info("test_model"), {"info": "from_github"})
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# Test case 3: Cache doesn't exist, GitHub fetch fails, fallback to local resource
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mock_get.return_value.status_code = 404
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with patch("importlib.resources.open_text") as mock_open_text:
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mock_open_text.return_value.__enter__.return_value.read.return_value = json.dumps(
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{"test_model": {"info": "local_backup"}}
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)
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self.assertEqual(get_model_info("test_model"), {"info": "local_backup"})
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# Test case 4: All previous methods fail, fallback to litellm.get_model_info
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mock_open_text.side_effect = Exception("Resource not found")
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with patch("aider.models.litellm.get_model_info") as mock_litellm_get_model_info:
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mock_litellm_get_model_info.return_value = {"info": "from_litellm"}
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self.assertEqual(get_model_info("test_model"), {"info": "from_litellm"})
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# Test case 5: Everything fails
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mock_litellm_get_model_info.side_effect = Exception("LiteLLM failed")
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self.assertEqual(get_model_info("test_model"), {})
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if __name__ == "__main__":
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unittest.main()
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