&`iMddlmZmZmZdeeefdeeeefdeeeffdZdeeefdeeefdeeeffdZd S) )AnyDictOptionaldefaultsuser_deployment_configreturnc|r.d|vr*|}|ddt||piS)aApply defaults and merge with user-provided deployment config. If the user has explicitly set 'num_replicas' in their deployment config, we remove 'autoscaling_config' from the defaults since Ray Serve does not allow both to be set simultaneously. Then merges the defaults with the user config. Args: defaults: The default deployment options dictionary. user_deployment_config: The user-provided deployment configuration. Returns: The merged deployment options with conflicts resolved. num_replicasautoscaling_configN)copypopdeep_merge_dicts)rrs w/home/jaya/work/projects/VOICE-AGENT/VIET/agent-env/lib/python3.11/site-packages/ray/llm/_internal/common/dict_utils.py*maybe_apply_llm_deployment_config_defaultsrsO$1.4J"J"J==?? )4000 H&<&B C CCbaseoverridec|}|D]X\}}||vrJt||tr/t|trt |||||<S|||<Y|S)a Merge two dictionaries hierarchically, creating a new dictionary without modifying inputs. For each key: - If the key exists in both dicts and both values are dicts, recursively merge them - Otherwise, the value from override takes precedence Args: base: The base dictionary override: The dictionary with values that should override the base Returns: A new merged dictionary Example: >>> base = {"a": 1, "b": {"c": 2, "d": 3}} >>> override = {"b": {"c": 10}, "e": 5} >>> result = deep_merge_dicts(base, override) >>> result {'a': 1, 'b': {'c': 10, 'd': 3}, 'e': 5} )r items isinstancedictr)rrresultkeyvalues rrrs,YY[[Fnn&&  U &==Zs T::=z%QU?V?V=*6#;>>F3KK F3KK MrN)typingrrrstrrrrrrs&&&&&&&&&&D38nD$T#s(^4D #s(^DDDD0 4S> T#s(^ SRUX      r