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test: add test forfunction calling with mistral large latest to test_streaming.py
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@ -591,6 +591,64 @@ def test_completion_mistral_api_stream():
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pytest.fail(f"Error occurred: {e}")
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pytest.fail(f"Error occurred: {e}")
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def test_completion_mistral_api_mistral_large_function_call_with_streaming():
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litellm.set_verbose = True
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tools = [
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{
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"type": "function",
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"function": {
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"name": "get_current_weather",
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"description": "Get the current weather in a given location",
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"parameters": {
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"type": "object",
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"properties": {
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"location": {
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"type": "string",
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"description": "The city and state, e.g. San Francisco, CA",
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},
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"unit": {"type": "string", "enum": ["celsius", "fahrenheit"]},
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},
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"required": ["location"],
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},
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},
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}
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]
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messages = [
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{
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"role": "user",
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"content": "What's the weather like in Boston today in fahrenheit?",
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}
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]
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try:
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# test without max tokens
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response = completion(
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model="mistral/mistral-large-latest",
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messages=messages,
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tools=tools,
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tool_choice="auto",
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stream=True,
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)
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idx = 0
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for chunk in response:
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print(f"chunk in response: {chunk}")
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if idx == 0:
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assert (
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chunk.choices[0].delta.tool_calls[0].function.arguments is not None
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)
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assert isinstance(
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chunk.choices[0].delta.tool_calls[0].function.arguments, str
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)
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validate_first_streaming_function_calling_chunk(chunk=chunk)
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elif idx == 1 and chunk.choices[0].finish_reason is None:
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validate_second_streaming_function_calling_chunk(chunk=chunk)
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elif chunk.choices[0].finish_reason is not None: # last chunk
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validate_final_streaming_function_calling_chunk(chunk=chunk)
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idx += 1
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# raise Exception("it worked!")
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except Exception as e:
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pytest.fail(f"Error occurred: {e}")
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# test_completion_mistral_api_stream()
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# test_completion_mistral_api_stream()
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