mirror of
https://github.com/fawney19/Aether.git
synced 2026-09-02 09:20:22 +08:00
refactor: 提取模型可用性查询到独立模块 ModelAvailabilityQuery
Close #101 - 新增 src/services/model/availability.py,集中管理系统级模型可用性查询条件 - 重构 models_service.py,复用 ModelAvailabilityQuery 的查询方法 - 删除 find_model_by_id 的 provider_model_name 回退逻辑 - 支持 model_mappings 正则匹配(使用 check_model_allowed_with_mappings) - 修复 test_auth.py 中缺少的 is_locked mock 属性 - 新增 ModelAvailabilityQuery 单元测试
This commit is contained in:
@@ -13,18 +13,15 @@
|
||||
from dataclasses import asdict, dataclass
|
||||
from typing import Any, Optional
|
||||
|
||||
from sqlalchemy.orm import Session, joinedload
|
||||
from sqlalchemy.orm import Session
|
||||
|
||||
from src.config.constants import CacheTTL
|
||||
from src.core.cache_service import CacheService
|
||||
from src.core.logger import logger
|
||||
from src.services.model.availability import ModelAvailabilityQuery
|
||||
from src.models.database import (
|
||||
ApiKey,
|
||||
GlobalModel,
|
||||
Model,
|
||||
Provider,
|
||||
ProviderAPIKey,
|
||||
ProviderEndpoint,
|
||||
User,
|
||||
)
|
||||
|
||||
@@ -201,58 +198,17 @@ def get_available_provider_ids(db: Session, api_formats: list[str]) -> set[str]:
|
||||
- 端点是活跃的
|
||||
- Provider 下有活跃的 Key 且支持该 api_format(Key 直属 Provider,通过 api_formats 过滤)
|
||||
"""
|
||||
target_formats = {f.upper() for f in api_formats}
|
||||
|
||||
# 1) 先找出有活跃端点的 Provider(记录每个 Provider 支持的格式集合)
|
||||
endpoint_rows = (
|
||||
db.query(ProviderEndpoint.provider_id, ProviderEndpoint.api_format)
|
||||
.filter(
|
||||
ProviderEndpoint.api_format.in_(list(target_formats)),
|
||||
ProviderEndpoint.is_active.is_(True),
|
||||
)
|
||||
.all()
|
||||
)
|
||||
|
||||
if not endpoint_rows:
|
||||
provider_to_formats = ModelAvailabilityQuery.get_providers_with_active_endpoints(db, api_formats)
|
||||
if not provider_to_formats:
|
||||
return set()
|
||||
|
||||
provider_to_formats: dict[str, set[str]] = {}
|
||||
for provider_id, fmt in endpoint_rows:
|
||||
if not provider_id or not fmt:
|
||||
continue
|
||||
provider_to_formats.setdefault(provider_id, set()).add(str(fmt).upper())
|
||||
|
||||
provider_ids_with_endpoints = set(provider_to_formats.keys())
|
||||
if not provider_ids_with_endpoints:
|
||||
return set()
|
||||
|
||||
# 2) 再检查这些 Provider 是否至少有一个活跃 Key 支持对应格式
|
||||
key_rows = (
|
||||
db.query(ProviderAPIKey.provider_id, ProviderAPIKey.api_formats)
|
||||
.filter(
|
||||
ProviderAPIKey.provider_id.in_(provider_ids_with_endpoints),
|
||||
ProviderAPIKey.is_active.is_(True),
|
||||
)
|
||||
.all()
|
||||
return ModelAvailabilityQuery.get_providers_with_active_keys(
|
||||
db,
|
||||
set(provider_to_formats.keys()),
|
||||
api_formats,
|
||||
provider_to_formats,
|
||||
)
|
||||
|
||||
available_provider_ids: set[str] = set()
|
||||
for provider_id, key_formats in key_rows:
|
||||
if not provider_id:
|
||||
continue
|
||||
endpoint_formats = provider_to_formats.get(provider_id)
|
||||
if not endpoint_formats:
|
||||
continue
|
||||
|
||||
formats_list = key_formats if isinstance(key_formats, list) else []
|
||||
key_formats_upper = {str(f).upper() for f in formats_list}
|
||||
|
||||
# 只有同时满足:请求格式 ∩ Provider 端点格式 ∩ Key 支持格式 非空,才算可用
|
||||
if key_formats_upper & endpoint_formats & target_formats:
|
||||
available_provider_ids.add(provider_id)
|
||||
|
||||
return available_provider_ids
|
||||
|
||||
|
||||
def _get_available_model_ids_for_format(db: Session, api_formats: list[str]) -> set[str]:
|
||||
"""
|
||||
@@ -264,74 +220,24 @@ def _get_available_model_ids_for_format(db: Session, api_formats: list[str]) ->
|
||||
3. **该端点的 Provider 关联了该模型**
|
||||
4. Key 的 allowed_models 允许该模型(null = 允许该 Provider 关联的所有模型)
|
||||
"""
|
||||
target_formats = {f.upper() for f in api_formats}
|
||||
|
||||
# 1) 找出有活跃端点的 Provider(记录每个 Provider 支持的格式集合)
|
||||
endpoint_rows = (
|
||||
db.query(ProviderEndpoint.provider_id, ProviderEndpoint.api_format)
|
||||
.filter(
|
||||
ProviderEndpoint.api_format.in_(list(target_formats)),
|
||||
ProviderEndpoint.is_active.is_(True),
|
||||
)
|
||||
.all()
|
||||
)
|
||||
|
||||
if not endpoint_rows:
|
||||
provider_to_formats = ModelAvailabilityQuery.get_providers_with_active_endpoints(db, api_formats)
|
||||
if not provider_to_formats:
|
||||
return set()
|
||||
|
||||
provider_to_formats: dict[str, set[str]] = {}
|
||||
for provider_id, fmt in endpoint_rows:
|
||||
if not provider_id or not fmt:
|
||||
continue
|
||||
provider_to_formats.setdefault(provider_id, set()).add(str(fmt).upper())
|
||||
|
||||
provider_ids_with_endpoints = set(provider_to_formats.keys())
|
||||
if not provider_ids_with_endpoints:
|
||||
return set()
|
||||
|
||||
# 2) 收集每个 Provider 下「支持对应格式」的活跃 Key 的 allowed_models
|
||||
# Key 直属 Provider,通过 key.api_formats 与 Provider 端点格式交集筛选
|
||||
key_rows = (
|
||||
db.query(ProviderAPIKey.provider_id, ProviderAPIKey.allowed_models, ProviderAPIKey.api_formats)
|
||||
.filter(
|
||||
ProviderAPIKey.provider_id.in_(provider_ids_with_endpoints),
|
||||
ProviderAPIKey.is_active.is_(True),
|
||||
)
|
||||
.all()
|
||||
provider_key_rules = ModelAvailabilityQuery.get_provider_key_rules(
|
||||
db,
|
||||
provider_ids=set(provider_to_formats.keys()),
|
||||
api_formats=api_formats,
|
||||
provider_to_endpoint_formats=provider_to_formats,
|
||||
)
|
||||
|
||||
# provider_id -> list[(allowed_models, usable_formats)]
|
||||
provider_key_rules: dict[str, list[tuple[object, set[str]]]] = {}
|
||||
for provider_id, allowed_models, key_formats in key_rows:
|
||||
if not provider_id:
|
||||
continue
|
||||
|
||||
endpoint_formats = provider_to_formats.get(provider_id)
|
||||
if not endpoint_formats:
|
||||
continue
|
||||
|
||||
formats_list = key_formats if isinstance(key_formats, list) else []
|
||||
key_formats_upper = {str(f).upper() for f in formats_list}
|
||||
usable_formats = key_formats_upper & endpoint_formats & target_formats
|
||||
if not usable_formats:
|
||||
continue
|
||||
|
||||
provider_key_rules.setdefault(provider_id, []).append((allowed_models, usable_formats))
|
||||
|
||||
provider_ids_with_format = set(provider_key_rules.keys())
|
||||
if not provider_ids_with_format:
|
||||
return set()
|
||||
|
||||
# 只查询那些有匹配格式端点的 Provider 下的模型
|
||||
models = (
|
||||
db.query(Model)
|
||||
.options(joinedload(Model.global_model))
|
||||
.join(Provider)
|
||||
.filter(
|
||||
Model.provider_id.in_(provider_ids_with_format),
|
||||
Model.is_active.is_(True),
|
||||
Provider.is_active.is_(True),
|
||||
)
|
||||
ModelAvailabilityQuery.base_active_models(db, eager_load=True)
|
||||
.filter(Model.provider_id.in_(provider_ids_with_format))
|
||||
.all()
|
||||
)
|
||||
|
||||
@@ -340,9 +246,7 @@ def _get_available_model_ids_for_format(db: Session, api_formats: list[str]) ->
|
||||
for model in models:
|
||||
model_provider_id = model.provider_id
|
||||
global_model = model.global_model
|
||||
model_id = global_model.name if global_model else model.provider_model_name # type: ignore
|
||||
|
||||
if not model_provider_id or not model_id:
|
||||
if not model_provider_id or not global_model or not global_model.name:
|
||||
continue
|
||||
|
||||
# 该模型的 Provider 必须有匹配格式的端点
|
||||
@@ -350,32 +254,46 @@ def _get_available_model_ids_for_format(db: Session, api_formats: list[str]) ->
|
||||
continue
|
||||
|
||||
# 检查该 provider 下是否有 Key 允许这个模型
|
||||
from src.core.model_permissions import check_model_allowed
|
||||
from src.core.model_permissions import check_model_allowed_with_mappings
|
||||
|
||||
model_id = global_model.name
|
||||
model_mappings = (global_model.config or {}).get("model_mappings")
|
||||
|
||||
rules = provider_key_rules.get(model_provider_id, [])
|
||||
for allowed_models, usable_formats in rules:
|
||||
for allowed_models, _usable_formats in rules:
|
||||
# None = 不限制
|
||||
if allowed_models is None:
|
||||
available_model_ids.add(model_id)
|
||||
break
|
||||
|
||||
# 检查是否允许该模型
|
||||
if check_model_allowed(
|
||||
# 检查是否允许该模型(支持 model_mappings 正则匹配)
|
||||
is_allowed, _ = check_model_allowed_with_mappings(
|
||||
model_name=model_id,
|
||||
allowed_models=allowed_models, # type: ignore[arg-type]
|
||||
resolved_model_name=(model.provider_model_name if global_model else None),
|
||||
):
|
||||
allowed_models=allowed_models,
|
||||
resolved_model_name=model.provider_model_name,
|
||||
model_mappings=model_mappings,
|
||||
)
|
||||
if is_allowed:
|
||||
available_model_ids.add(model_id)
|
||||
break
|
||||
|
||||
return available_model_ids
|
||||
|
||||
|
||||
def _extract_model_info(model: Any) -> ModelInfo:
|
||||
"""从 Model 对象提取 ModelInfo"""
|
||||
def _extract_model_info(model: Any) -> Optional[ModelInfo]:
|
||||
"""
|
||||
从 Model 对象提取 ModelInfo
|
||||
|
||||
前置条件:model 必须关联 GlobalModel(由 base_active_models 内连接保证)
|
||||
如果 global_model 为 None(不应发生),返回 None 并记录日志。
|
||||
"""
|
||||
global_model = model.global_model
|
||||
model_id: str = global_model.name if global_model else model.provider_model_name
|
||||
display_name: str = global_model.display_name if global_model else model.provider_model_name
|
||||
if global_model is None:
|
||||
logger.warning(f"[ModelService] Model {getattr(model, 'id', 'unknown')} 缺少 global_model,跳过")
|
||||
return None
|
||||
|
||||
model_id: str = global_model.name
|
||||
display_name: str = global_model.display_name
|
||||
created_at: Optional[str] = (
|
||||
model.created_at.strftime("%Y-%m-%dT%H:%M:%SZ") if model.created_at else None
|
||||
)
|
||||
@@ -384,11 +302,8 @@ def _extract_model_info(model: Any) -> ModelInfo:
|
||||
provider_id: str = model.provider_id or ""
|
||||
|
||||
# 从 GlobalModel.config 提取配置信息
|
||||
config: dict = {}
|
||||
description: Optional[str] = None
|
||||
if global_model:
|
||||
config = global_model.config or {}
|
||||
description = config.get("description")
|
||||
config: dict = global_model.config or {}
|
||||
description: Optional[str] = config.get("description")
|
||||
|
||||
return ModelInfo(
|
||||
id=model_id,
|
||||
@@ -458,24 +373,20 @@ async def list_available_models(
|
||||
if not available_model_ids:
|
||||
return []
|
||||
|
||||
query = (
|
||||
db.query(Model)
|
||||
.options(joinedload(Model.global_model), joinedload(Model.provider))
|
||||
.join(Provider)
|
||||
.filter(
|
||||
Model.is_active.is_(True),
|
||||
Provider.is_active.is_(True),
|
||||
Model.provider_id.in_(available_provider_ids),
|
||||
)
|
||||
all_models = (
|
||||
ModelAvailabilityQuery.base_active_models(db, eager_load=True)
|
||||
.filter(Model.provider_id.in_(available_provider_ids))
|
||||
.order_by(Model.created_at.desc())
|
||||
.all()
|
||||
)
|
||||
all_models = query.all()
|
||||
|
||||
result: list[ModelInfo] = []
|
||||
seen_model_ids: set[str] = set()
|
||||
|
||||
for model in all_models:
|
||||
info = _extract_model_info(model)
|
||||
if info is None:
|
||||
continue
|
||||
|
||||
# 如果有 available_model_ids 限制,检查是否在其中
|
||||
if available_model_ids is not None and info.id not in available_model_ids:
|
||||
@@ -507,12 +418,7 @@ def find_model_by_id(
|
||||
restrictions: Optional[AccessRestrictions] = None,
|
||||
) -> Optional[ModelInfo]:
|
||||
"""
|
||||
按 ID 查找模型
|
||||
|
||||
查找顺序:
|
||||
1. 先按 GlobalModel.name 查找
|
||||
2. 如果没找到任何候选,再按 provider_model_name 查找
|
||||
3. 如果有候选但都不可用,返回 None(不回退)
|
||||
按 ID 查找模型(仅支持 GlobalModel.name)
|
||||
|
||||
Args:
|
||||
db: 数据库会话
|
||||
@@ -540,17 +446,8 @@ def find_model_by_id(
|
||||
if model_id not in restrictions.allowed_models:
|
||||
return None
|
||||
|
||||
# 先按 GlobalModel.name 查找
|
||||
models_by_global = (
|
||||
db.query(Model)
|
||||
.options(joinedload(Model.global_model), joinedload(Model.provider))
|
||||
.join(Provider)
|
||||
.join(GlobalModel, Model.global_model_id == GlobalModel.id)
|
||||
.filter(
|
||||
GlobalModel.name == model_id,
|
||||
Model.is_active.is_(True),
|
||||
Provider.is_active.is_(True),
|
||||
)
|
||||
ModelAvailabilityQuery.find_by_global_model_name(db, model_id, eager_load=True)
|
||||
.order_by(Model.created_at.desc())
|
||||
.all()
|
||||
)
|
||||
@@ -566,34 +463,7 @@ def find_model_by_id(
|
||||
return False
|
||||
return True
|
||||
|
||||
model = next(
|
||||
(m for m in models_by_global if is_model_accessible(m)),
|
||||
None,
|
||||
)
|
||||
|
||||
# 如果有候选但都不可用,直接返回 None(不回退 provider_model_name)
|
||||
if not model and models_by_global:
|
||||
return None
|
||||
|
||||
# 如果找不到任何候选,按 provider_model_name 查找
|
||||
if not model:
|
||||
models_by_provider_name = (
|
||||
db.query(Model)
|
||||
.options(joinedload(Model.global_model), joinedload(Model.provider))
|
||||
.join(Provider)
|
||||
.filter(
|
||||
Model.provider_model_name == model_id,
|
||||
Model.is_active.is_(True),
|
||||
Provider.is_active.is_(True),
|
||||
)
|
||||
.order_by(Model.created_at.desc())
|
||||
.all()
|
||||
)
|
||||
|
||||
model = next(
|
||||
(m for m in models_by_provider_name if is_model_accessible(m)),
|
||||
None,
|
||||
)
|
||||
model = next((m for m in models_by_global if is_model_accessible(m)), None)
|
||||
|
||||
if not model:
|
||||
return None
|
||||
|
||||
@@ -7,12 +7,14 @@
|
||||
from src.services.model.cost import ModelCostService
|
||||
from src.services.model.fetch_scheduler import ModelFetchScheduler, get_model_fetch_scheduler
|
||||
from src.services.model.global_model import GlobalModelService
|
||||
from src.services.model.availability import ModelAvailabilityQuery
|
||||
from src.services.model.service import ModelService
|
||||
|
||||
__all__ = [
|
||||
"ModelService",
|
||||
"GlobalModelService",
|
||||
"ModelCostService",
|
||||
"ModelAvailabilityQuery",
|
||||
"ModelFetchScheduler",
|
||||
"get_model_fetch_scheduler",
|
||||
]
|
||||
|
||||
264
src/services/model/availability.py
Normal file
264
src/services/model/availability.py
Normal file
@@ -0,0 +1,264 @@
|
||||
"""
|
||||
模型可用性查询模块
|
||||
|
||||
将所有系统级「可用性」条件集中管理,作为模型查询的单一来源。
|
||||
|
||||
职责边界:
|
||||
- 本模块只负责系统级可用性(对所有请求一致)
|
||||
- API Key/User 的请求级访问限制由 models_service.AccessRestrictions 处理
|
||||
"""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
from typing import Optional
|
||||
|
||||
from sqlalchemy import or_
|
||||
from sqlalchemy.orm import Query, Session, contains_eager
|
||||
|
||||
from src.core.logger import logger
|
||||
from src.models.database import (
|
||||
GlobalModel,
|
||||
Model,
|
||||
Provider,
|
||||
ProviderAPIKey,
|
||||
ProviderEndpoint,
|
||||
)
|
||||
|
||||
|
||||
class ModelAvailabilityQuery:
|
||||
"""
|
||||
模型可用性查询构建器
|
||||
|
||||
设计原则:
|
||||
1. 单一来源:所有可用性条件定义在此类中
|
||||
2. 内连接 GlobalModel:未关联的 Model 不参与路由(global_model_id=NULL 不返回)
|
||||
3. 完整过滤:包含 is_active 与 is_available(is_available=NULL 视为可用,兼容历史数据)
|
||||
"""
|
||||
|
||||
@staticmethod
|
||||
def base_active_models(db: Session, eager_load: bool = False) -> Query:
|
||||
"""
|
||||
返回基础的可用模型查询(实体为 Model)
|
||||
|
||||
已包含条件:
|
||||
- Model.is_active = True
|
||||
- Model.is_available = True 或 NULL(NULL 视为可用)
|
||||
- Provider.is_active = True
|
||||
- GlobalModel.is_active = True
|
||||
- Model 必须关联 GlobalModel(内连接,排除 global_model_id=NULL)
|
||||
|
||||
Args:
|
||||
db: 数据库会话
|
||||
eager_load: 是否预加载 Provider 与 GlobalModel(复用 join,避免重复 JOIN)
|
||||
"""
|
||||
# 使用关系路径 join,与 contains_eager 兼容
|
||||
query = (
|
||||
db.query(Model)
|
||||
.join(Model.provider)
|
||||
.join(Model.global_model)
|
||||
.filter(
|
||||
Model.is_active.is_(True),
|
||||
or_(Model.is_available.is_(True), Model.is_available.is_(None)),
|
||||
Provider.is_active.is_(True),
|
||||
GlobalModel.is_active.is_(True),
|
||||
)
|
||||
)
|
||||
|
||||
if eager_load:
|
||||
query = query.options(
|
||||
contains_eager(Model.provider),
|
||||
contains_eager(Model.global_model),
|
||||
)
|
||||
|
||||
return query
|
||||
|
||||
@staticmethod
|
||||
def get_providers_with_active_endpoints(
|
||||
db: Session,
|
||||
api_formats: list[str],
|
||||
) -> dict[str, set[str]]:
|
||||
"""
|
||||
获取有活跃端点的 Provider 及其支持的格式集合
|
||||
|
||||
条件:
|
||||
- Provider.is_active = True(提前过滤,减少无效候选)
|
||||
- ProviderEndpoint.is_active = True
|
||||
- ProviderEndpoint.api_format 匹配
|
||||
|
||||
Returns:
|
||||
{provider_id: {format1, format2, ...}}
|
||||
"""
|
||||
target_formats = {f.upper() for f in api_formats}
|
||||
|
||||
endpoint_rows = (
|
||||
db.query(ProviderEndpoint.provider_id, ProviderEndpoint.api_format)
|
||||
.join(Provider, ProviderEndpoint.provider_id == Provider.id)
|
||||
.filter(
|
||||
Provider.is_active.is_(True),
|
||||
ProviderEndpoint.api_format.in_(list(target_formats)),
|
||||
ProviderEndpoint.is_active.is_(True),
|
||||
)
|
||||
.all()
|
||||
)
|
||||
|
||||
provider_to_formats: dict[str, set[str]] = {}
|
||||
for provider_id, fmt in endpoint_rows:
|
||||
if provider_id and fmt:
|
||||
provider_to_formats.setdefault(provider_id, set()).add(str(fmt).upper())
|
||||
|
||||
return provider_to_formats
|
||||
|
||||
@staticmethod
|
||||
def get_providers_with_active_keys(
|
||||
db: Session,
|
||||
provider_ids: set[str],
|
||||
api_formats: list[str],
|
||||
provider_to_endpoint_formats: dict[str, set[str]],
|
||||
) -> set[str]:
|
||||
"""
|
||||
过滤出有活跃 Key 支持指定格式的 Provider
|
||||
|
||||
条件:
|
||||
- ProviderAPIKey.is_active = True
|
||||
- Key.api_formats 与 Endpoint 格式与请求格式有交集
|
||||
"""
|
||||
if not provider_ids:
|
||||
return set()
|
||||
|
||||
target_formats = {f.upper() for f in api_formats}
|
||||
|
||||
key_rows = (
|
||||
db.query(ProviderAPIKey.provider_id, ProviderAPIKey.api_formats)
|
||||
.filter(
|
||||
ProviderAPIKey.provider_id.in_(provider_ids),
|
||||
ProviderAPIKey.is_active.is_(True),
|
||||
)
|
||||
.all()
|
||||
)
|
||||
|
||||
available_provider_ids: set[str] = set()
|
||||
for provider_id, key_formats in key_rows:
|
||||
if not provider_id:
|
||||
continue
|
||||
|
||||
endpoint_formats = provider_to_endpoint_formats.get(provider_id)
|
||||
if not endpoint_formats:
|
||||
continue
|
||||
|
||||
# 类型兜底:key_formats 是 JSON 字段
|
||||
if not isinstance(key_formats, list):
|
||||
if key_formats is not None:
|
||||
logger.warning(
|
||||
f"[ModelAvailability] Key api_formats 类型异常, "
|
||||
f"provider_id={provider_id}, type={type(key_formats).__name__}"
|
||||
)
|
||||
continue
|
||||
|
||||
key_formats_upper: set[str] = {str(f).upper() for f in key_formats if isinstance(f, str)}
|
||||
|
||||
if key_formats_upper & endpoint_formats & target_formats:
|
||||
available_provider_ids.add(provider_id)
|
||||
|
||||
return available_provider_ids
|
||||
|
||||
@staticmethod
|
||||
def get_provider_key_rules(
|
||||
db: Session,
|
||||
provider_ids: set[str],
|
||||
api_formats: list[str],
|
||||
provider_to_endpoint_formats: dict[str, set[str]],
|
||||
) -> dict[str, list[tuple[Optional[list[str]], set[str]]]]:
|
||||
"""
|
||||
获取每个 Provider 的 Key 权限规则
|
||||
|
||||
Returns:
|
||||
{provider_id: [(allowed_models, usable_formats), ...]}
|
||||
|
||||
注意:
|
||||
- allowed_models 是 JSON 字段,此方法会进行类型兜底处理
|
||||
- 非预期类型会跳过该 Key 并打日志(安全优先,不放大权限)
|
||||
"""
|
||||
if not provider_ids:
|
||||
return {}
|
||||
|
||||
target_formats = {f.upper() for f in api_formats}
|
||||
|
||||
key_rows = (
|
||||
db.query(
|
||||
ProviderAPIKey.id,
|
||||
ProviderAPIKey.provider_id,
|
||||
ProviderAPIKey.allowed_models,
|
||||
ProviderAPIKey.api_formats,
|
||||
)
|
||||
.filter(
|
||||
ProviderAPIKey.provider_id.in_(provider_ids),
|
||||
ProviderAPIKey.is_active.is_(True),
|
||||
)
|
||||
.all()
|
||||
)
|
||||
|
||||
provider_key_rules: dict[str, list[tuple[Optional[list[str]], set[str]]]] = {}
|
||||
for key_id, provider_id, allowed_models_raw, key_formats in key_rows:
|
||||
if not provider_id:
|
||||
continue
|
||||
|
||||
endpoint_formats = provider_to_endpoint_formats.get(provider_id)
|
||||
if not endpoint_formats:
|
||||
continue
|
||||
|
||||
# 类型兜底:key_formats
|
||||
if not isinstance(key_formats, list):
|
||||
if key_formats is not None:
|
||||
logger.warning(
|
||||
f"[ModelAvailability] Key api_formats 类型异常, "
|
||||
f"key_id={key_id}, type={type(key_formats).__name__}"
|
||||
)
|
||||
continue
|
||||
|
||||
key_formats_upper: set[str] = {str(f).upper() for f in key_formats if isinstance(f, str)}
|
||||
usable_formats = key_formats_upper & endpoint_formats & target_formats
|
||||
if not usable_formats:
|
||||
continue
|
||||
|
||||
# 类型兜底:allowed_models(安全优先)
|
||||
allowed_models: Optional[list[str]]
|
||||
if allowed_models_raw is None:
|
||||
# None = 不限制
|
||||
allowed_models = None
|
||||
elif isinstance(allowed_models_raw, list):
|
||||
allowed_models = [m for m in allowed_models_raw if isinstance(m, str)]
|
||||
else:
|
||||
logger.warning(
|
||||
f"[ModelAvailability] Key allowed_models 类型异常, "
|
||||
f"key_id={key_id}, type={type(allowed_models_raw).__name__}, 跳过该 Key"
|
||||
)
|
||||
continue
|
||||
|
||||
provider_key_rules.setdefault(provider_id, []).append((allowed_models, usable_formats))
|
||||
|
||||
return provider_key_rules
|
||||
|
||||
@staticmethod
|
||||
def find_by_global_model_name(
|
||||
db: Session,
|
||||
model_name: str,
|
||||
provider_ids: Optional[set[str]] = None,
|
||||
eager_load: bool = False,
|
||||
) -> Query:
|
||||
"""
|
||||
按 GlobalModel.name 查找模型
|
||||
|
||||
条件:
|
||||
- 基础可用性条件(base_active_models)
|
||||
- GlobalModel.name = model_name
|
||||
- 可选:限制到指定 Provider
|
||||
"""
|
||||
query = ModelAvailabilityQuery.base_active_models(db, eager_load=eager_load).filter(
|
||||
GlobalModel.name == model_name
|
||||
)
|
||||
|
||||
if provider_ids is not None:
|
||||
query = query.filter(Model.provider_id.in_(provider_ids))
|
||||
|
||||
return query
|
||||
|
||||
Reference in New Issue
Block a user