"""配置聚合与装配期校验(M1 设计 §8;ARCH §9)。 键族: 多源 `{SCOPE}__{PROVIDER}__{N}__{FIELD}`、scope 韧性键、平铺 LLM_* 简写(单 scope 迁移零改名)、PGW_* 装配键。缺关键配置直接报错,严禁默认 值兜底;scope 键与平铺键并存时 scope 键优先。 实现说明: 多源键族是动态键名,pydantic-settings 的静态字段模型无法表达, 故用其底层 python-dotenv 读 `.env` 并与 os.environ 合并(环境变量优先), fail-loud 校验语义与 pydantic-settings 一致。 """ from __future__ import annotations import os from dataclasses import dataclass from typing import TYPE_CHECKING from dotenv import dotenv_values from polygateway.types import ( BackpressurePolicy, BreakerConfig, GlobalLimits, RetryPolicy, SourceConfig, ) if TYPE_CHECKING: from collections.abc import Mapping # FIELD → (SourceConfig 属性, 类型);CHS config.py:95-104 全集 + M1 新增 _SOURCE_FIELDS: dict[str, tuple[str, str]] = { "BASE_URL": ("base_url", "str"), "API_KEY": ("api_key", "str"), "MODEL": ("model", "str"), "MAX_CONCURRENCY": ("max_concurrency", "int"), "RPM": ("rpm", "int"), "TPM": ("tpm", "int"), "EST_TOKENS": ("est_tokens", "int"), "TIMEOUT_S": ("timeout_s", "float"), "TTFT_TIMEOUT_S": ("ttft_timeout_s", "float"), "INTER_TOKEN_TIMEOUT_S": ("inter_token_timeout_s", "float"), "ENABLE_THINKING": ("enable_thinking", "bool"), "MISSING_DONE": ("missing_done", "str"), "TRUST_ENV": ("trust_env", "bool"), } _RESERVED_SEGMENTS = frozenset({"GLOBAL", "RETRY", "BREAKER", "BACKPRESSURE"}) _SELECTORS = frozenset({"round_robin", "least_inflight", "health_aware"}) _QUOTA_FULL = frozenset({"wait", "fail_fast"}) # 背压默认(M1 仅 poll 生效;CHS _BACKOFF_S=0.05 同源) _DEFAULT_STALL_WINDOW_S = 300.0 _DEFAULT_POLL_INTERVAL_S = 0.05 _DEFAULT_LEASE_TTL_S = 1500.0 # CHS _DEFAULT_LEASE_TTL_MS 同源 def _cast(raw: str, kind: str, key: str) -> object: try: if kind == "int": return int(raw) if kind == "float": return float(raw) if kind == "bool": lowered = raw.strip().lower() if lowered in ("1", "true", "yes", "on"): return True if lowered in ("0", "false", "no", "off"): return False raise ValueError(f"非法布尔值: {raw!r}") return raw except ValueError as exc: raise ValueError(f"配置 {key} 解析失败: {exc}") from exc def _first(env: Mapping[str, str], *keys: str) -> tuple[str, str] | None: for key in keys: raw = env.get(key) if raw is not None and raw != "": return key, raw return None def _require(env: Mapping[str, str], *keys: str) -> tuple[str, str]: found = _first(env, *keys) if found is None: raise ValueError(f"缺关键配置: 需设置 {' 或 '.join(keys)}") return found @dataclass(frozen=True) class GatewaySettings: """一个 scope 的完整装配配置;**任何**构造路径都通过全部守卫。 守卫在 `__post_init__` 里跑,而不是在 `from_env` 里。原因是装配有两条官方路径 (CLAUDE.md §4.5: `from_env()` 与 `from_settings()`),守卫只挂在其中一条上的话, 另一条就能装出违反本类不变量的配置 —— 类会存在于它自己声称不可能的状态。 放构造期还有一个好处: 三个 client(Gateway/Ocr/Embedding)各有两个工厂, 共六个入口,挂在这里是一处,挂在工厂里是六处要保持同步。 与 `SourceConfig.__post_init__` 的做法一致。 """ scope: str sources: tuple[SourceConfig, ...] global_limits: GlobalLimits retry: RetryPolicy breaker: BreakerConfig backpressure: BackpressurePolicy selector: str quota_full: str limiter_backend: str breaker_backend: str cache_backend: str cache_namespace: str | None cache_ttl_s: int | None telemetry_backend: str telemetry_sqlite_path: str | None telemetry_pg_dsn: str | None redis_url: str | None pricing_path: str | None structured_max_retries: int lease_ttl_s: float def __post_init__(self) -> None: _guard_lease(self) _guard_stall(self) @classmethod def from_env( cls, scope: str = "LLM", env: Mapping[str, str] | None = None, *, env_file: str = ".env", ) -> GatewaySettings: """聚合 env(缺省 .env + os.environ,后者优先)并执行装配守卫。""" if env is None: env = { k: v for k, v in {**dotenv_values(env_file), **os.environ}.items() if v is not None } scope_u = scope.upper() sources = _load_sources(scope_u, env) global_limits = _load_global_limits(scope_u, env) retry = _load_retry(scope_u, env) breaker = _load_breaker(scope_u, env, sources, global_limits) settings = cls( scope=scope_u.lower(), sources=tuple(sources), global_limits=global_limits, retry=retry, breaker=breaker, backpressure=_load_backpressure(scope_u, env), selector=_load_choice(env, f"{scope_u}__SELECTOR", _SELECTORS, "health_aware"), quota_full=_load_choice(env, f"{scope_u}__QUOTA_FULL", _QUOTA_FULL, "wait"), **_load_pgw(env), ) # 守卫已在 __post_init__ 里跑过,这里不再重复调用。 return settings def _load_sources(scope: str, env: Mapping[str, str]) -> list[SourceConfig]: specs: dict[tuple[str, str], dict[str, object]] = {} for key, raw in env.items(): parts = key.split("__") if len(parts) != 4 or parts[0] != scope or parts[1] in _RESERVED_SEGMENTS: continue _, provider, index, field = parts if field not in _SOURCE_FIELDS: raise ValueError(f"未知源配置字段 {field}(键 {key});允许: {sorted(_SOURCE_FIELDS)}") attr, kind = _SOURCE_FIELDS[field] specs.setdefault((provider.lower(), index), {})[attr] = _cast(raw, kind, key) if not specs: raise ValueError(f"scope {scope} 未配置任何源({scope}__{{PROVIDER}}__{{N}}__{{FIELD}})") return [ _build_source(scope, provider, index, spec, env) for (provider, index), spec in sorted(specs.items()) ] def _build_source( scope: str, provider: str, index: str, spec: dict[str, object], env: Mapping[str, str] ) -> SourceConfig: prefix = f"{scope}__{provider.upper()}__{index}" for field in ("BASE_URL", "API_KEY", "MODEL"): attr, _ = _SOURCE_FIELDS[field] if attr not in spec: raise ValueError(f"缺关键配置: {prefix}__{field}") if "timeout_s" not in spec: key, raw = _require(env, f"{prefix}__TIMEOUT_S", "LLM_TIMEOUT") spec["timeout_s"] = _cast(raw, "float", key) # 平铺看门狗键作为缺省(成对才生效,遵守 SourceConfig 不变式) if "ttft_timeout_s" not in spec and "inter_token_timeout_s" not in spec: flat = _first(env, "LLM_TTFT_TIMEOUT") flat_inter = _first(env, "LLM_INTER_TOKEN_TIMEOUT") if flat and flat_inter: spec["ttft_timeout_s"] = _cast(flat[1], "float", flat[0]) spec["inter_token_timeout_s"] = _cast(flat_inter[1], "float", flat_inter[0]) return SourceConfig(name=f"{provider}_{index}", provider=provider, **spec) def _load_global_limits(scope: str, env: Mapping[str, str]) -> GlobalLimits: def read(field: str) -> int: found = _first(env, f"{scope}__GLOBAL__{field}") return int(_cast(found[1], "int", found[0])) if found else 0 return GlobalLimits(max_concurrency=read("MAX_CONCURRENCY"), rpm=read("RPM"), tpm=read("TPM")) def _load_retry(scope: str, env: Mapping[str, str]) -> RetryPolicy: key_a, attempts = _require(env, f"{scope}__RETRY__MAX_ATTEMPTS", "LLM_MAX_RETRIES") key_b, base = _require(env, f"{scope}__RETRY__BACKOFF_BASE_S", "LLM_RETRY_BASE_DELAY") key_m, max_d = _require(env, f"{scope}__RETRY__BACKOFF_MAX_S", "LLM_RETRY_MAX_DELAY") return RetryPolicy( max_attempts=int(_cast(attempts, "int", key_a)), backoff_base_s=float(_cast(base, "float", key_b)), backoff_max_s=float(_cast(max_d, "float", key_m)), ) def _load_breaker( scope: str, env: Mapping[str, str], sources: list[SourceConfig], global_limits: GlobalLimits ) -> BreakerConfig: key_t, thr = _require(env, f"{scope}__BREAKER__FAIL_THRESHOLD", "LLM_CIRCUIT_BREAKER_THRESHOLD") key_c, cool = _require(env, f"{scope}__BREAKER__COOLDOWN_S", "LLM_CIRCUIT_BREAKER_COOLDOWN") threshold = int(_cast(thr, "int", key_t)) cooldown_s = float(_cast(cool, "float", key_c)) # 有效阈值 = max(配置值, 源级并发×2)。M2.5 修正: 只看源级并发——M2 曾用 # 全局并发抬升(SOAK 100→阈值 200)使熔断失灵(病灶 2,设计 2026-07-21-m25) concurrency = max((s.max_concurrency for s in sources), default=0) if concurrency > 0: threshold = max(threshold, concurrency * 2) slowest = max(s.timeout_s for s in sources) probe_floor = slowest + 5.0 # CHS container.py:274-275: 最慢调用 + 清理宽限 probe = _first(env, f"{scope}__BREAKER__PROBE_TTL_S") if probe is not None: probe_ttl_s = float(_cast(probe[1], "float", probe[0])) # 装配守卫(M2 设计 §3): 探针租约必须撑过一次最慢调用,否则半开探针在途即被接管 if probe_ttl_s < probe_floor: raise ValueError( f"probe_ttl_s({probe_ttl_s})须 ≥ 最大源 timeout_s + 5({probe_floor});" f"调大 {probe[0]} 或调小源超时" ) else: # 派生规则: 探针租约须撑过一次最慢调用,且不短于冷却期(第三项保证守卫恒成立) probe_ttl_s = max(2 * slowest, cooldown_s, probe_floor) # M2.5 失败率通道参数(可选键,库缺省——韧性参数缺省先例同 backpressure) raw_min = env.get(f"{scope}__BREAKER__MIN_CALLS") min_calls = int(_cast(raw_min, "int", f"{scope}__BREAKER__MIN_CALLS")) if raw_min else 10 fail_rate = _opt_float(env, f"{scope}__BREAKER__FAIL_RATE", 0.6) window_s = _opt_float(env, f"{scope}__BREAKER__WINDOW_S", 60.0) max_cooldown_s = _opt_float(env, f"{scope}__BREAKER__MAX_COOLDOWN_S", max(300.0, cooldown_s)) return BreakerConfig( fail_threshold=threshold, cooldown_s=cooldown_s, probe_ttl_s=probe_ttl_s, min_calls=min_calls, fail_rate=fail_rate, window_s=window_s, max_cooldown_s=max_cooldown_s, ) def _opt_float(env: Mapping[str, str], key: str, default: float) -> float: """可选韧性参数: 缺省用库值,显式配置则解析(坏值 fail-loud)。""" raw = env.get(key) if raw is None or raw == "": return default return float(_cast(raw, "float", key)) def _load_backpressure(scope: str, env: Mapping[str, str]) -> BackpressurePolicy: stall = _first(env, f"{scope}__BACKPRESSURE__STALL_WINDOW_S") poll = _first(env, f"{scope}__BACKPRESSURE__POLL_INTERVAL_S") return BackpressurePolicy( stall_window_s=float(_cast(stall[1], "float", stall[0])) if stall else _DEFAULT_STALL_WINDOW_S, poll_interval_s=float(_cast(poll[1], "float", poll[0])) if poll else _DEFAULT_POLL_INTERVAL_S, ) def _load_choice(env: Mapping[str, str], key: str, allowed: frozenset[str], default: str) -> str: found = _first(env, key) value = found[1] if found else default if value not in allowed: raise ValueError(f"配置 {key} 非法值 {value!r};允许: {sorted(allowed)}") return value def _load_pgw(env: Mapping[str, str]) -> dict[str, object]: limiter_backend = _load_choice( env, "PGW_LIMITER_BACKEND", frozenset({"memory", "redis"}), "memory" ) breaker_backend = _load_choice( env, "PGW_BREAKER_BACKEND", frozenset({"memory", "redis"}), "memory" ) _, cache_backend = _require(env, "PGW_CACHE_BACKEND") _, telemetry_backend = _require(env, "PGW_TELEMETRY_BACKEND") if cache_backend not in ("redis", "memory", "none"): raise ValueError(f"PGW_CACHE_BACKEND 非法值 {cache_backend!r}") if telemetry_backend not in ("sqlite", "postgres", "none"): raise ValueError(f"PGW_TELEMETRY_BACKEND 非法值 {telemetry_backend!r}") redis_url = env.get("REDIS_URL") or None if "redis" in (limiter_backend, breaker_backend) and redis_url is None: raise ValueError("缺关键配置: 限流/熔断后端取 redis 需设置 REDIS_URL") return { "limiter_backend": limiter_backend, "breaker_backend": breaker_backend, "cache_backend": cache_backend, **_load_cache_keys(env, cache_backend, redis_url), "telemetry_backend": telemetry_backend, "telemetry_sqlite_path": _require(env, "PGW_TELEMETRY_SQLITE_PATH")[1] if telemetry_backend == "sqlite" else None, "telemetry_pg_dsn": _load_pg_dsn(env) if telemetry_backend == "postgres" else None, "redis_url": redis_url, "pricing_path": env.get("PGW_PRICING_PATH") or None, "structured_max_retries": _load_structured_retries(env), "lease_ttl_s": _load_lease_ttl(env), } def _load_pg_dsn(env: Mapping[str, str]) -> str: """读取 Postgres DSN 并剥 SQLAlchemy 风格驱动后缀(asyncpg 不认 `+driver`)。""" _, dsn = _require(env, "PGW_TELEMETRY_PG_DSN") scheme, sep, rest = dsn.partition("://") return f"{scheme.partition('+')[0]}{sep}{rest}" def _load_cache_keys( env: Mapping[str, str], cache_backend: str, redis_url: str | None ) -> dict[str, object]: if cache_backend == "none": return {"cache_namespace": None, "cache_ttl_s": None} _, namespace = _require(env, "PGW_CACHE_NAMESPACE") key, ttl_raw = _require(env, "PGW_CACHE_TTL_S") ttl = int(_cast(ttl_raw, "int", key)) if ttl <= 0: raise ValueError("PGW_CACHE_TTL_S(TTL)必须 > 0,禁止永不过期") if cache_backend == "redis" and redis_url is None: raise ValueError("缺关键配置: PGW_CACHE_BACKEND=redis 需设置 REDIS_URL") return {"cache_namespace": namespace, "cache_ttl_s": ttl} def _load_structured_retries(env: Mapping[str, str]) -> int: found = _first(env, "PGW_STRUCTURED_MAX_RETRIES") value = int(_cast(found[1], "int", found[0])) if found else 2 # M2.5 迭代4: 1→2 if value < 0: raise ValueError("PGW_STRUCTURED_MAX_RETRIES 不能为负") return value def _guard_lease(settings: GatewaySettings) -> None: """装配守卫: 调用超时须 ≤ permit 租约 TTL,防租约先于请求过期(ARCH §7.3)。 文案点字段名而不是只点环境变量键: 守卫在每次构造时都跑,而走 `from_settings` 的调用方从没设过那些键,让他去"调大 PGW_LEASE_TTL_S"是句没法执行的建议。 环境变量键作为补充信息附在后面,给走 `from_env` 的人用。 """ slowest = max(s.timeout_s for s in settings.sources) if slowest > settings.lease_ttl_s: raise ValueError( f"源最大 timeout_s({slowest})超过 permit 租约 TTL(lease_ttl_s=" f"{settings.lease_ttl_s});调大 lease_ttl_s 或调小源的 timeout_s" f"(走 from_env 时对应的键是 PGW_LEASE_TTL_S 与 {{SCOPE}}__{{PROVIDER}}__{{N}}__TIMEOUT_S)" ) def _guard_stall(settings: GatewaySettings) -> None: """装配守卫: stall 窗口须 ≥ 最慢源 TTFT 上限,防把正常慢首包误判为卡死(ARCH §7.3)。 文案点字段名的理由同 `_guard_lease`。 """ ttfts = [s.ttft_timeout_s for s in settings.sources if s.ttft_timeout_s is not None] if ttfts and settings.backpressure.stall_window_s < max(ttfts): raise ValueError( f"backpressure.stall_window_s({settings.backpressure.stall_window_s})须 ≥ 最大源 " f"ttft_timeout_s({max(ttfts)});调大 stall_window_s 或调小 ttft_timeout_s" f"(走 from_env 时对应的键是 {{SCOPE}}__BACKPRESSURE__STALL_WINDOW_S 与 " f"{{SCOPE}}__{{PROVIDER}}__{{N}}__TTFT_TIMEOUT_S)" ) def _load_lease_ttl(env: Mapping[str, str]) -> float: found = _first(env, "PGW_LEASE_TTL_S") return float(_cast(found[1], "float", found[0])) if found else _DEFAULT_LEASE_TTL_S @dataclass(frozen=True) class EmbeddingSettings: """Embedding scope 装配配置(M2 §7): 复用 GatewaySettings + embedding 专用键。 专用键不进 GatewaySettings(LLM scope 不受影响): `{SCOPE}__BATCH_SIZE` 必填(分批是行为关键,不设默认)、`{SCOPE}__NORMALIZE`/`{SCOPE}__EXPECTED_DIM` 可选。cache/structured 键对 embedding 无意义,装配时忽略。 """ gateway: GatewaySettings batch_size: int normalize: bool = False expected_dim: int | None = None @classmethod def from_env( cls, scope: str = "EMBED", env: Mapping[str, str] | None = None, *, env_file: str = ".env", ) -> EmbeddingSettings: if env is None: env = { k: v for k, v in {**dotenv_values(env_file), **os.environ}.items() if v is not None } scope_u = scope.upper() gateway = GatewaySettings.from_env(scope_u, env=env) key, raw = _require(env, f"{scope_u}__BATCH_SIZE") batch_size = int(_cast(raw, "int", key)) if batch_size < 1: raise ValueError(f"{scope_u}__BATCH_SIZE 必须 ≥ 1") norm = _first(env, f"{scope_u}__NORMALIZE") dim = _first(env, f"{scope_u}__EXPECTED_DIM") expected_dim = int(_cast(dim[1], "int", dim[0])) if dim else None if expected_dim is not None and expected_dim < 1: raise ValueError(f"{scope_u}__EXPECTED_DIM 必须 ≥ 1") return cls( gateway=gateway, batch_size=batch_size, normalize=bool(_cast(norm[1], "bool", norm[0])) if norm else False, expected_dim=expected_dim, ) @dataclass(frozen=True) class OcrSettings: """OCR scope 装配配置(M3 设计 §3.4): 复用 GatewaySettings,无 OCR 专用键。 cache/structured/pricing 键对 OCR 无意义,装配时忽略;TPM 闸不启用 (tpm=0)、看门狗键不配(非流式)由源键缺省自然达成。api_key 惯例填 "none"(MonkeyOCR 无鉴权,SourceConfig 非空校验用占位)。 """ gateway: GatewaySettings @classmethod def from_env( cls, scope: str = "OCR", env: Mapping[str, str] | None = None, *, env_file: str = ".env", ) -> OcrSettings: if env is None: env = { k: v for k, v in {**dotenv_values(env_file), **os.environ}.items() if v is not None } return cls(gateway=GatewaySettings.from_env(scope.upper(), env=env))