import sys import os sys.path.insert(0, os.path.abspath("../..")) from litellm.litellm_core_utils.initialize_dynamic_callback_params import ( initialize_standard_callback_dynamic_params, ) def test_dynamic_key_extraction_from_metadata(): """ Test extraction of langfuse keys from metadata in kwargs. This simulates a Proxy request where keys are passed in metadata. """ kwargs = { "metadata": { "langfuse_public_key": "pk-test", "langfuse_secret_key": "sk-test", "langfuse_host": "https://test.langfuse.com", } } params = initialize_standard_callback_dynamic_params(kwargs) assert params.get("langfuse_public_key") == "pk-test" assert params.get("langfuse_secret_key") == "sk-test" assert params.get("langfuse_host") == "https://test.langfuse.com" def test_dynamic_key_extraction_from_litellm_params_metadata(): """ Test extraction of langfuse keys from litellm_params.metadata. """ kwargs = { "litellm_params": { "metadata": { "langfuse_public_key": "pk-litellm", "langfuse_secret_key": "sk-litellm", } } } params = initialize_standard_callback_dynamic_params(kwargs) assert params.get("langfuse_public_key") == "pk-litellm" assert params.get("langfuse_secret_key") == "sk-litellm" if __name__ == "__main__": test_dynamic_key_extraction_from_metadata() test_dynamic_key_extraction_from_litellm_params_metadata()