bug: Bento Build -- Service.inject_config race condition on BentoMLContainer.config

Describe the bug

Config updates and service access /_bentoml_sdk/service/factory.py

def inject_config(self) -> None: # ... configuration processing ... existing = t.cast(t.Dict[str, t.Any], BentoMLContainer.config.get()) deep_merge(existing, {"api_server": api_server_config, **rest_config}) BentoMLContainer.config.set(existing) # Updates global config

Looking at the code, there's a potential race condition and config pollution: 1, Global state modification: BentoMLContainer.config.set(existing) modifies global state 2, Service interference: Multiple services calling inject_config() can interfere with each other 3, No isolation: Changes from one service affect others

For example :

Service A calls inject_config()

service_a = Service("service_a") service_a.inject_config() # Updates global BentoMLContainer.config

Service B calls inject_config() later

service_b = Service("service_b") service_b.inject_config() # Gets the already-modified config from Service A!

To reproduce

No response

Expected behavior

No response

Environment

bentoml: 1.4.17 python: 3.11.2