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"""
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Services configuration - single source for translation, embedding, rerank.
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Translation is modeled as:
- one translator service endpoint used by business callers
- multiple translation capabilities loaded inside the translator service
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"""
from __future__ import annotations
import os
from dataclasses import dataclass, field
from functools import lru_cache
from pathlib import Path
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from typing import Any, Dict, List, Optional
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import yaml
@dataclass
class ServiceConfig:
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"""Config for one capability (embedding/rerank)."""
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provider: str
providers: Dict[str, Any] = field(default_factory=dict)
def get_provider_cfg(self) -> Dict[str, Any]:
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p = (self.provider or "").strip().lower()
return self.providers.get(p, {}) if isinstance(self.providers, dict) else {}
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@dataclass
class TranslationServiceConfig:
"""Dedicated config model for the translation service."""
service_url: str
timeout_sec: float
default_model: str
default_scene: str
capabilities: Dict[str, Dict[str, Any]] = field(default_factory=dict)
cache: Dict[str, Any] = field(default_factory=dict)
def normalize_model_name(self, model: Optional[str]) -> str:
normalized = str(model or self.default_model).strip().lower()
aliases = {
"qwen": "qwen-mt",
"qwen-mt-flash": "qwen-mt",
"qwen-mt-flush": "qwen-mt",
"service": self.default_model,
"default": self.default_model,
}
return aliases.get(normalized, normalized)
@property
def enabled_models(self) -> List[str]:
items: List[str] = []
for name, cfg in self.capabilities.items():
if isinstance(cfg, dict) and bool(cfg.get("enabled", False)):
items.append(str(name).strip().lower())
return items
def get_capability_cfg(self, model: Optional[str]) -> Dict[str, Any]:
normalized = self.normalize_model_name(model)
value = self.capabilities.get(normalized)
return dict(value) if isinstance(value, dict) else {}
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def _load_services_raw(config_path: Optional[Path] = None) -> Dict[str, Any]:
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if config_path is None:
config_path = Path(__file__).parent / "config.yaml"
path = Path(config_path)
if not path.exists():
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raise FileNotFoundError(f"services config file not found: {path}")
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try:
with open(path, "r", encoding="utf-8") as f:
data = yaml.safe_load(f)
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except Exception as exc:
raise RuntimeError(f"failed to parse services config from {path}: {exc}") from exc
if not isinstance(data, dict):
raise RuntimeError(f"invalid config format in {path}: expected mapping root")
services = data.get("services")
if not isinstance(services, dict):
raise RuntimeError("config.yaml must contain a valid 'services' mapping")
return services
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def _resolve_provider_name(env_name: str, config_provider: Any, capability: str) -> str:
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provider = os.getenv(env_name) or config_provider
if not provider:
raise ValueError(
f"services.{capability}.provider is required "
f"(or set env override {env_name})"
)
return str(provider).strip().lower()
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def _resolve_translation() -> TranslationServiceConfig:
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raw = _load_services_raw()
cfg = raw.get("translation", {}) if isinstance(raw.get("translation"), dict) else {}
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service_url = (
os.getenv("TRANSLATION_SERVICE_URL")
or cfg.get("service_url")
or cfg.get("base_url")
or "http://127.0.0.1:6006"
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)
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timeout_sec = float(os.getenv("TRANSLATION_TIMEOUT_SEC") or cfg.get("timeout_sec") or 10.0)
raw_capabilities = cfg.get("capabilities")
if not isinstance(raw_capabilities, dict):
raw_capabilities = cfg.get("providers")
capabilities = raw_capabilities if isinstance(raw_capabilities, dict) else {}
default_model = str(
os.getenv("TRANSLATION_MODEL")
or cfg.get("default_model")
or cfg.get("provider")
or "qwen-mt"
).strip().lower()
default_scene = str(
os.getenv("TRANSLATION_SCENE")
or cfg.get("default_scene")
or "general"
).strip() or "general"
resolved_capabilities: Dict[str, Dict[str, Any]] = {}
for name, value in capabilities.items():
if not isinstance(value, dict):
continue
normalized = str(name or "").strip().lower()
if not normalized:
continue
copied = dict(value)
copied.setdefault("enabled", normalized == default_model)
resolved_capabilities[normalized] = copied
aliases = {
"qwen": "qwen-mt",
"qwen-mt-flash": "qwen-mt",
"qwen-mt-flush": "qwen-mt",
}
default_model = aliases.get(default_model, default_model)
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if default_model not in resolved_capabilities:
raise ValueError(
f"services.translation.default_model '{default_model}' is not defined in capabilities"
)
if not bool(resolved_capabilities[default_model].get("enabled", False)):
resolved_capabilities[default_model]["enabled"] = True
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cache_cfg = cfg.get("cache", {}) if isinstance(cfg.get("cache"), dict) else {}
return TranslationServiceConfig(
service_url=str(service_url).rstrip("/"),
timeout_sec=timeout_sec,
default_model=default_model,
default_scene=default_scene,
capabilities=resolved_capabilities,
cache=cache_cfg,
)
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def _resolve_embedding() -> ServiceConfig:
raw = _load_services_raw()
cfg = raw.get("embedding", {}) if isinstance(raw.get("embedding"), dict) else {}
providers = cfg.get("providers", {}) if isinstance(cfg.get("providers"), dict) else {}
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provider = _resolve_provider_name(
env_name="EMBEDDING_PROVIDER",
config_provider=cfg.get("provider"),
capability="embedding",
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)
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if provider != "http":
raise ValueError(f"Unsupported embedding provider: {provider}")
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env_url = os.getenv("EMBEDDING_SERVICE_URL")
if env_url and provider == "http":
providers = dict(providers)
providers["http"] = dict(providers.get("http", {}))
providers["http"]["base_url"] = env_url.rstrip("/")
return ServiceConfig(provider=provider, providers=providers)
def _resolve_rerank() -> ServiceConfig:
raw = _load_services_raw()
cfg = raw.get("rerank", {}) if isinstance(raw.get("rerank"), dict) else {}
providers = cfg.get("providers", {}) if isinstance(cfg.get("providers"), dict) else {}
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provider = _resolve_provider_name(
env_name="RERANK_PROVIDER",
config_provider=cfg.get("provider"),
capability="rerank",
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)
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if provider != "http":
raise ValueError(f"Unsupported rerank provider: {provider}")
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env_url = os.getenv("RERANKER_SERVICE_URL")
if env_url:
url = env_url.rstrip("/")
if not url.endswith("/rerank"):
url = f"{url}/rerank" if "/rerank" not in url else url
providers = dict(providers)
providers["http"] = dict(providers.get("http", {}))
providers["http"]["base_url"] = url.replace("/rerank", "")
providers["http"]["service_url"] = url
return ServiceConfig(provider=provider, providers=providers)
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def get_rerank_backend_config() -> tuple[str, dict]:
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raw = _load_services_raw()
cfg = raw.get("rerank", {}) if isinstance(raw.get("rerank"), dict) else {}
backends = cfg.get("backends", {}) if isinstance(cfg.get("backends"), dict) else {}
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name = os.getenv("RERANK_BACKEND") or cfg.get("backend")
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if not name:
raise ValueError("services.rerank.backend is required (or env RERANK_BACKEND)")
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name = str(name).strip().lower()
backend_cfg = backends.get(name, {}) if isinstance(backends.get(name), dict) else {}
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if not backend_cfg:
raise ValueError(f"services.rerank.backends.{name} is required")
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return name, backend_cfg
def get_embedding_backend_config() -> tuple[str, dict]:
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raw = _load_services_raw()
cfg = raw.get("embedding", {}) if isinstance(raw.get("embedding"), dict) else {}
backends = cfg.get("backends", {}) if isinstance(cfg.get("backends"), dict) else {}
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name = os.getenv("EMBEDDING_BACKEND") or cfg.get("backend")
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if not name:
raise ValueError("services.embedding.backend is required (or env EMBEDDING_BACKEND)")
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name = str(name).strip().lower()
backend_cfg = backends.get(name, {}) if isinstance(backends.get(name), dict) else {}
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if not backend_cfg:
raise ValueError(f"services.embedding.backends.{name} is required")
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return name, backend_cfg
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@lru_cache(maxsize=1)
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def get_translation_config() -> TranslationServiceConfig:
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return _resolve_translation()
@lru_cache(maxsize=1)
def get_embedding_config() -> ServiceConfig:
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return _resolve_embedding()
@lru_cache(maxsize=1)
def get_rerank_config() -> ServiceConfig:
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return _resolve_rerank()
def get_translation_base_url() -> str:
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return get_translation_config().service_url
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def get_translation_cache_config() -> Dict[str, Any]:
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cache_cfg = get_translation_config().cache
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return {
"enabled": bool(cache_cfg.get("enabled", True)),
"key_prefix": str(cache_cfg.get("key_prefix", "trans:v2")),
"ttl_seconds": int(cache_cfg.get("ttl_seconds", 360 * 24 * 3600)),
"sliding_expiration": bool(cache_cfg.get("sliding_expiration", True)),
"key_include_context": bool(cache_cfg.get("key_include_context", True)),
"key_include_prompt": bool(cache_cfg.get("key_include_prompt", True)),
"key_include_source_lang": bool(cache_cfg.get("key_include_source_lang", True)),
}
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def get_embedding_base_url() -> str:
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base = os.getenv("EMBEDDING_SERVICE_URL") or get_embedding_config().providers.get("http", {}).get("base_url")
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if not base:
raise ValueError("Embedding HTTP base_url is not configured")
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return str(base).rstrip("/")
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def get_rerank_base_url() -> str:
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base = (
os.getenv("RERANKER_SERVICE_URL")
or get_rerank_config().providers.get("http", {}).get("service_url")
or get_rerank_config().providers.get("http", {}).get("base_url")
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)
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if not base:
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raise ValueError("Rerank HTTP base_url is not configured")
return str(base).rstrip("/")
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def get_rerank_service_url() -> str:
"""Backward-compatible alias."""
return get_rerank_base_url()
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