juniper-service-core 0.1.0

Shared service-tier scaffolding (FastAPI app factory, settings base, generic routes) for Juniper ML model services

juniper-service-core

Project: Juniper — Cascade Correlation Neural Network Research Platform Application: juniper-service-core (subdirectory of juniper-ml) Author: Paul Calnon License: MIT License Version: 0.1.0

Shared service-tier scaffolding for Juniper ML model services: a model-agnostic FastAPI application factory, a pydantic-settings base, and a generic liveness/readiness health router. This is WS-2 of the model/middleware refactor (notes/JUNIPER_MODEL_MIDDLEWARE_REFACTOR_DESIGN_AND_PLAN_2026-05-31.md in the juniper-ml repo).

The -core suffix marks it as genuinely shared: it carries no model, classification, or training logic — those stay in the owning service (e.g. juniper-cascor) and are passed in.

Install

pip install juniper-service-core

What's in this scaffold

Surface	Module	Purpose
create_app(...)	juniper_service_core.app	FastAPI app factory: mounts the health router, then any service-supplied routers. Model-agnostic.
SettingsBase	juniper_service_core.settings	pydantic-settings base with generic fields (service_name, host, port, log_level). Subclasses set their own env_prefix.
health_router()	juniper_service_core.health	Generic APIRouter exposing GET /v1/health (liveness) and GET /v1/health/ready (readiness).

Dependency-free top-level import

import juniper_service_core pulls no third-party runtime dependency. Only __version__ is exposed eagerly; create_app and SettingsBase are imported lazily on attribute access (PEP 562 __getattr__) from submodules that require fastapi / pydantic-settings. This lets the TestPyPI publish-verify run a clean --no-deps import check.

Usage

from juniper_service_core import create_app, SettingsBase
from pydantic_settings import SettingsConfigDict


class MyServiceSettings(SettingsBase):
    model_config = SettingsConfigDict(env_prefix="JUNIPER_MYSVC_")


app = create_app(title="My Service", version="1.0.0", routers=[...])
# GET /v1/health      -> {"status": "ok"}
# GET /v1/health/ready -> {"status": "ready"}

What's deferred

This first PR is an additive package skeleton. The following are intentionally not in this scaffold and arrive in later WS-2 follow-ups:

• Extraction of the security / middleware / websocket / worker / generic-route helpers from juniper-cascor.
• The TrainingLifecycleBase body, which depends on juniper-model-core (this scaffold does not yet depend on juniper-model-core).

Development

pip install -e ".[test]"
pytest tests/ -v