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6a0d03914c
* test: drop the cwd-relative sys.path.insert calls from the test suite
TQ003 stands at 1,077 across 1,058 files, and 1,015 of them are the same shape:
sys.path.insert(0, os.path.abspath("../..")) and its deeper siblings. The
argument resolves against the working directory rather than the file, so from
the repo root, where every job runs pytest, it inserts the directory two levels
above the checkout. It has never pointed at litellm. The package is installed
into the environment anyway, which is what actually makes the import work, and
what the rule's message has said all along.
Removing them leaves 1,634 imports of sys and os with no remaining reference,
and those go too, except where another test module imports the name back out of
the file. The rest of TQ003 is 62 call sites that resolve against __file__ or a
variable, which are a different question and are left alone.
Collection is identical either way: 45,871 tests and the same 51 pre-existing
collection errors before and after, and ruff reports no new undefined name.
* test: drop the duplicate imports the sys.path sweep exposed to F811
* test(pre-call-utils): restore the os import the new bedrock tests need
215 lines
7.9 KiB
Python
215 lines
7.9 KiB
Python
import datetime
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import json
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import unittest
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from unittest.mock import ANY, MagicMock, patch
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from litellm.integrations.athina import AthinaLogger
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class TestAthinaLogger(unittest.TestCase):
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def setUp(self):
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# Set up environment variables for testing
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self.env_patcher = patch.dict(
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"os.environ",
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{
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"ATHINA_API_KEY": "test-api-key",
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"ATHINA_BASE_URL": "https://test.athina.ai",
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},
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)
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self.env_patcher.start()
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self.logger = AthinaLogger()
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# Setup common test variables
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self.start_time = datetime.datetime(2023, 1, 1, 12, 0, 0)
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self.end_time = datetime.datetime(2023, 1, 1, 12, 0, 1)
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self.print_verbose = MagicMock()
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def tearDown(self):
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self.env_patcher.stop()
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def test_init(self):
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"""Test the initialization of AthinaLogger"""
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self.assertEqual(self.logger.athina_api_key, "test-api-key")
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self.assertEqual(
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self.logger.athina_logging_url,
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"https://test.athina.ai/api/v1/log/inference",
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)
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self.assertEqual(
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self.logger.headers,
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{"athina-api-key": "test-api-key", "Content-Type": "application/json"},
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)
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@patch("litellm.module_level_client.post")
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def test_log_event_success(self, mock_post):
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"""Test successful logging of an event"""
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# Setup mock response
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mock_response = MagicMock()
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mock_response.status_code = 200
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mock_response.text = "Success"
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mock_post.return_value = mock_response
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# Create test data
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kwargs = {
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"model": "gpt-4",
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"messages": [{"role": "user", "content": "Hello"}],
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"stream": False,
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"litellm_params": {
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"metadata": {
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"environment": "test-environment",
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"prompt_slug": "test-prompt",
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"customer_id": "test-customer",
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"customer_user_id": "test-user",
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"session_id": "test-session",
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"external_reference_id": "test-ext-ref",
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"context": "test-context",
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"expected_response": "test-expected",
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"user_query": "test-query",
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"tags": ["test-tag"],
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"user_feedback": "test-feedback",
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"model_options": {"test-opt": "test-val"},
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"custom_attributes": {"test-attr": "test-val"},
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}
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},
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}
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response_obj = MagicMock()
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response_obj.model_dump.return_value = {
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"id": "resp-123",
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"choices": [{"message": {"content": "Hi there"}}],
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"usage": {"prompt_tokens": 10, "completion_tokens": 5, "total_tokens": 15},
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}
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# Call the method
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self.logger.log_event(
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kwargs, response_obj, self.start_time, self.end_time, self.print_verbose
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)
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# Verify the results
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mock_post.assert_called_once()
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call_args = mock_post.call_args
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self.assertEqual(call_args[0][0], "https://test.athina.ai/api/v1/log/inference")
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self.assertEqual(call_args[1]["headers"], self.logger.headers)
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# Parse and verify the sent data
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sent_data = json.loads(call_args[1]["data"])
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self.assertEqual(sent_data["language_model_id"], "gpt-4")
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self.assertEqual(sent_data["prompt"], kwargs["messages"])
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self.assertEqual(sent_data["prompt_tokens"], 10)
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self.assertEqual(sent_data["completion_tokens"], 5)
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self.assertEqual(sent_data["total_tokens"], 15)
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self.assertEqual(sent_data["response_time"], 1000) # 1 second = 1000ms
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self.assertEqual(sent_data["customer_id"], "test-customer")
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self.assertEqual(sent_data["session_id"], "test-session")
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self.assertEqual(sent_data["environment"], "test-environment")
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self.assertEqual(sent_data["prompt_slug"], "test-prompt")
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self.assertEqual(sent_data["external_reference_id"], "test-ext-ref")
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self.assertEqual(sent_data["context"], "test-context")
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self.assertEqual(sent_data["expected_response"], "test-expected")
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self.assertEqual(sent_data["user_query"], "test-query")
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self.assertEqual(sent_data["tags"], ["test-tag"])
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self.assertEqual(sent_data["user_feedback"], "test-feedback")
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self.assertEqual(sent_data["model_options"], {"test-opt": "test-val"})
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self.assertEqual(sent_data["custom_attributes"], {"test-attr": "test-val"})
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# Verify the print_verbose was called
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self.print_verbose.assert_called_once_with("Athina Logger Succeeded - Success")
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@patch("litellm.module_level_client.post")
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def test_log_event_error_response(self, mock_post):
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"""Test handling of error response from the API"""
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# Setup mock error response
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mock_response = MagicMock()
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mock_response.status_code = 400
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mock_response.text = "Bad Request"
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mock_post.return_value = mock_response
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# Create test data
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kwargs = {
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"model": "gpt-4",
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"messages": [{"role": "user", "content": "Hello"}],
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"stream": False,
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}
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response_obj = MagicMock()
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response_obj.model_dump.return_value = {
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"id": "resp-123",
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"choices": [{"message": {"content": "Hi there"}}],
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"usage": {"prompt_tokens": 10, "completion_tokens": 5, "total_tokens": 15},
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}
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# Call the method
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self.logger.log_event(
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kwargs, response_obj, self.start_time, self.end_time, self.print_verbose
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)
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# Verify print_verbose was called with error message
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self.print_verbose.assert_called_once_with(
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"Athina Logger Error - Bad Request, 400"
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)
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@patch("litellm.module_level_client.post")
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def test_log_event_exception(self, mock_post):
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"""Test handling of exceptions during logging"""
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# Setup mock to raise exception
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mock_post.side_effect = Exception("Test exception")
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# Create test data
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kwargs = {
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"model": "gpt-4",
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"messages": [{"role": "user", "content": "Hello"}],
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"stream": False,
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}
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response_obj = MagicMock()
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response_obj.model_dump.return_value = {}
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# Call the method
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self.logger.log_event(
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kwargs, response_obj, self.start_time, self.end_time, self.print_verbose
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)
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# Verify print_verbose was called with exception info
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self.print_verbose.assert_called_once()
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self.assertIn(
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"Athina Logger Error - Test exception", self.print_verbose.call_args[0][0]
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)
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@patch("litellm.module_level_client.post")
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def test_log_event_with_tools(self, mock_post):
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"""Test logging with tools/functions data"""
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# Setup mock response
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mock_response = MagicMock()
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mock_response.status_code = 200
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mock_post.return_value = mock_response
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# Create test data with tools
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kwargs = {
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"model": "gpt-4",
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"messages": [{"role": "user", "content": "What's the weather?"}],
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"stream": False,
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"optional_params": {
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"tools": [{"type": "function", "function": {"name": "get_weather"}}]
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},
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}
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response_obj = MagicMock()
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response_obj.model_dump.return_value = {
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"id": "resp-123",
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"usage": {"prompt_tokens": 10, "completion_tokens": 5, "total_tokens": 15},
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}
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# Call the method
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self.logger.log_event(
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kwargs, response_obj, self.start_time, self.end_time, self.print_verbose
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)
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# Verify the results
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sent_data = json.loads(mock_post.call_args[1]["data"])
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self.assertEqual(
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sent_data["tools"],
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[{"type": "function", "function": {"name": "get_weather"}}],
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)
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if __name__ == "__main__":
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unittest.main()
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