services_config.py
7.92 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
"""
Services configuration - single source for translation, embedding, rerank.
Translation is modeled as:
- one translator service endpoint used by business callers
- multiple translation capabilities loaded inside the translator service
"""
from __future__ import annotations
import os
from dataclasses import dataclass, field
from functools import lru_cache
from pathlib import Path
from typing import Any, Dict, List, Optional
import yaml
from translation.settings import TranslationConfig, build_translation_config, get_translation_cache
@dataclass
class ServiceConfig:
"""Config for one capability (embedding/rerank)."""
provider: str
providers: Dict[str, Any] = field(default_factory=dict)
def get_provider_cfg(self) -> Dict[str, Any]:
p = (self.provider or "").strip().lower()
return self.providers.get(p, {}) if isinstance(self.providers, dict) else {}
def _load_services_raw(config_path: Optional[Path] = None) -> Dict[str, Any]:
if config_path is None:
config_path = Path(__file__).parent / "config.yaml"
path = Path(config_path)
if not path.exists():
raise FileNotFoundError(f"services config file not found: {path}")
try:
with open(path, "r", encoding="utf-8") as f:
data = yaml.safe_load(f)
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
def _resolve_provider_name(env_name: str, config_provider: Any, capability: str) -> str:
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()
def _resolve_translation() -> TranslationConfig:
raw = _load_services_raw()
cfg = raw.get("translation", {}) if isinstance(raw.get("translation"), dict) else {}
return build_translation_config(cfg)
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 {}
provider = _resolve_provider_name(
env_name="EMBEDDING_PROVIDER",
config_provider=cfg.get("provider"),
capability="embedding",
)
if provider != "http":
raise ValueError(f"Unsupported embedding provider: {provider}")
env_url = os.getenv("EMBEDDING_SERVICE_URL")
env_text_url = os.getenv("EMBEDDING_TEXT_SERVICE_URL")
env_image_url = os.getenv("EMBEDDING_IMAGE_SERVICE_URL")
if (env_url or env_text_url or env_image_url) and provider == "http":
providers = dict(providers)
providers["http"] = dict(providers.get("http", {}))
if env_url:
providers["http"]["base_url"] = env_url.rstrip("/")
if env_text_url:
providers["http"]["text_base_url"] = env_text_url.rstrip("/")
if env_image_url:
providers["http"]["image_base_url"] = env_image_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 {}
provider = _resolve_provider_name(
env_name="RERANK_PROVIDER",
config_provider=cfg.get("provider"),
capability="rerank",
)
if provider != "http":
raise ValueError(f"Unsupported rerank provider: {provider}")
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)
def get_rerank_backend_config() -> tuple[str, dict]:
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 {}
name = os.getenv("RERANK_BACKEND") or cfg.get("backend")
if not name:
raise ValueError("services.rerank.backend is required (or env RERANK_BACKEND)")
name = str(name).strip().lower()
backend_cfg = backends.get(name, {}) if isinstance(backends.get(name), dict) else {}
if not backend_cfg:
raise ValueError(f"services.rerank.backends.{name} is required")
return name, backend_cfg
def get_embedding_backend_config() -> tuple[str, dict]:
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 {}
name = os.getenv("EMBEDDING_BACKEND") or cfg.get("backend")
if not name:
raise ValueError("services.embedding.backend is required (or env EMBEDDING_BACKEND)")
name = str(name).strip().lower()
backend_cfg = backends.get(name, {}) if isinstance(backends.get(name), dict) else {}
if not backend_cfg:
raise ValueError(f"services.embedding.backends.{name} is required")
return name, backend_cfg
@lru_cache(maxsize=1)
def get_translation_config() -> TranslationConfig:
return _resolve_translation()
@lru_cache(maxsize=1)
def get_embedding_config() -> ServiceConfig:
return _resolve_embedding()
@lru_cache(maxsize=1)
def get_rerank_config() -> ServiceConfig:
return _resolve_rerank()
def get_translation_base_url() -> str:
return str(get_translation_config()["service_url"])
def get_translation_cache_config() -> Dict[str, Any]:
return get_translation_cache(get_translation_config())
def get_embedding_base_url() -> str:
provider_cfg = get_embedding_config().providers.get("http", {})
base = (
os.getenv("EMBEDDING_SERVICE_URL")
or provider_cfg.get("base_url")
or provider_cfg.get("text_base_url")
or provider_cfg.get("image_base_url")
)
if not base:
raise ValueError("Embedding HTTP base_url is not configured")
return str(base).rstrip("/")
def get_embedding_text_base_url() -> str:
provider_cfg = get_embedding_config().providers.get("http", {})
base = (
os.getenv("EMBEDDING_TEXT_SERVICE_URL")
or provider_cfg.get("text_base_url")
or os.getenv("EMBEDDING_SERVICE_URL")
or provider_cfg.get("base_url")
)
if not base:
raise ValueError("Embedding text HTTP base_url is not configured")
return str(base).rstrip("/")
def get_embedding_image_base_url() -> str:
provider_cfg = get_embedding_config().providers.get("http", {})
base = (
os.getenv("EMBEDDING_IMAGE_SERVICE_URL")
or provider_cfg.get("image_base_url")
or os.getenv("EMBEDDING_SERVICE_URL")
or provider_cfg.get("base_url")
)
if not base:
raise ValueError("Embedding image HTTP base_url is not configured")
return str(base).rstrip("/")
def get_rerank_base_url() -> str:
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")
)
if not base:
raise ValueError("Rerank HTTP base_url is not configured")
return str(base).rstrip("/")
def get_rerank_service_url() -> str:
"""Backward-compatible alias."""
return get_rerank_base_url()