chore(deps): 统一依赖管理 - pnpm 11 + node:22 + golang:1.25 + python:3.12 + shared-* 集中化

- Node.js 统一到 node:22-alpine，Go 统一到 golang:1.25-alpine，Python 统一到 python:3.12-slim

- pnpm 升级到 11.13.0（corepack），新增 allowBuilds 白名单解决 ERR_PNPM_IGNORED_BUILDS

- 新增 packages/shared-py 集中 Python 共享依赖，shared-ts 补充 graphql-yoga/prom-client

- api-gateway 修复 go.mod 的 shared-go 依赖 + Dockerfile 改用 repo 根作 context

- Python 服务（data-ana/ai）Dockerfile 改用 repo 根作 context + 声明 uv workspace sources

- 16 个服务的 Dockerfile + CI + docker-compose.tools.yml 全部对齐版本矩阵

- known-issues.md 沉淀 9 条 pnpm 11 / uv workspace / Go shared-go 迁移经验

- 验证：4 服务完全成功（api-gateway /healthz 200），其余 install 成功（build 失败为预存 TS 错误）

uv.lock

@@ -11,6 +11,7 @@ resolution-markers = [
 members = [
     "ai-service",
     "data-ana-service",
+    "edu-shared-py",
 ]
 
 [[package]]
@@ -19,24 +20,14 @@ version = "0.1.0"
 source = { virtual = "services/ai" }
 dependencies = [
     { name = "aiokafka" },
-    { name = "fastapi" },
+    { name = "edu-shared-py" },
     { name = "grpcio" },
     { name = "httpx" },
     { name = "jinja2" },
-    { name = "opentelemetry-api" },
-    { name = "opentelemetry-exporter-otlp" },
-    { name = "opentelemetry-instrumentation-fastapi" },
-    { name = "opentelemetry-instrumentation-grpc" },
-    { name = "opentelemetry-sdk" },
-    { name = "prometheus-client" },
     { name = "protobuf" },
-    { name = "pydantic" },
-    { name = "pydantic-settings" },
     { name = "pyyaml" },
     { name = "redis" },
-    { name = "structlog" },
     { name = "tenacity" },
-    { name = "uvicorn", extra = ["standard"] },
 ]
 
 [package.optional-dependencies]
@@ -51,29 +42,19 @@ dev = [
 [package.metadata]
 requires-dist = [
     { name = "aiokafka", specifier = ">=0.11.0" },
-    { name = "fastapi", specifier = ">=0.115.0" },
+    { name = "edu-shared-py", editable = "packages/shared-py" },
     { name = "grpcio", specifier = ">=1.66.0" },
     { name = "grpcio-tools", marker = "extra == 'dev'", specifier = ">=1.66.0" },
     { name = "httpx", specifier = ">=0.27.0" },
     { name = "jinja2", specifier = ">=3.1.0" },
-    { name = "opentelemetry-api", specifier = ">=1.27.0" },
-    { name = "opentelemetry-exporter-otlp", specifier = ">=1.27.0" },
-    { name = "opentelemetry-instrumentation-fastapi", specifier = ">=0.48b0" },
-    { name = "opentelemetry-instrumentation-grpc", specifier = ">=0.48b0" },
-    { name = "opentelemetry-sdk", specifier = ">=1.27.0" },
-    { name = "prometheus-client", specifier = ">=0.20.0" },
     { name = "protobuf", specifier = ">=5.28.0" },
-    { name = "pydantic", specifier = ">=2.9.0" },
-    { name = "pydantic-settings", specifier = ">=2.5.0" },
     { name = "pytest", marker = "extra == 'dev'", specifier = ">=8.3.0" },
     { name = "pytest-asyncio", marker = "extra == 'dev'", specifier = ">=0.24.0" },
     { name = "pytest-cov", marker = "extra == 'dev'", specifier = ">=5.0.0" },
     { name = "pyyaml", specifier = ">=6.0.2" },
     { name = "redis", specifier = ">=5.1.0" },
     { name = "ruff", marker = "extra == 'dev'", specifier = ">=0.7.0" },
-    { name = "structlog", specifier = ">=24.4.0" },
     { name = "tenacity", specifier = ">=9.0.0" },
-    { name = "uvicorn", extras = ["standard"], specifier = ">=0.30.0" },
 ]
 provides-extras = ["dev"]
 
@@ -375,15 +356,34 @@ source = { virtual = "services/data-ana" }
 dependencies = [
     { name = "aiokafka" },
     { name = "clickhouse-connect" },
+    { name = "edu-shared-py" },
+    { name = "grpcio-health-checking" },
+    { name = "protobuf" },
+]
+
+[package.metadata]
+requires-dist = [
+    { name = "aiokafka", specifier = ">=0.11.0" },
+    { name = "clickhouse-connect", specifier = ">=0.7.0" },
+    { name = "edu-shared-py", editable = "packages/shared-py" },
+    { name = "grpcio-health-checking", specifier = ">=1.66.0" },
+    { name = "protobuf", specifier = ">=5.28.0" },
+]
+
+[[package]]
+name = "edu-shared-py"
+version = "0.1.0"
+source = { editable = "packages/shared-py" }
+dependencies = [
+    { name = "aiokafka" },
     { name = "fastapi" },
     { name = "grpcio" },
-    { name = "grpcio-health-checking" },
     { name = "opentelemetry-api" },
     { name = "opentelemetry-exporter-otlp" },
     { name = "opentelemetry-instrumentation-fastapi" },
+    { name = "opentelemetry-instrumentation-grpc" },
     { name = "opentelemetry-sdk" },
     { name = "prometheus-client" },
-    { name = "protobuf" },
     { name = "pydantic" },
     { name = "pydantic-settings" },
     { name = "redis" },
@@ -394,16 +394,14 @@ dependencies = [
 [package.metadata]
 requires-dist = [
     { name = "aiokafka", specifier = ">=0.11.0" },
-    { name = "clickhouse-connect", specifier = ">=0.7.0" },
     { name = "fastapi", specifier = ">=0.115.0" },
     { name = "grpcio", specifier = ">=1.66.0" },
-    { name = "grpcio-health-checking", specifier = ">=1.66.0" },
     { name = "opentelemetry-api", specifier = ">=1.27.0" },
     { name = "opentelemetry-exporter-otlp", specifier = ">=1.27.0" },
     { name = "opentelemetry-instrumentation-fastapi", specifier = ">=0.48b0" },
+    { name = "opentelemetry-instrumentation-grpc", specifier = ">=0.48b0" },
     { name = "opentelemetry-sdk", specifier = ">=1.27.0" },
     { name = "prometheus-client", specifier = ">=0.20.0" },
-    { name = "protobuf", specifier = ">=5.28.0" },
     { name = "pydantic", specifier = ">=2.9.0" },
     { name = "pydantic-settings", specifier = ">=2.5.0" },
     { name = "redis", specifier = ">=5.0.0" },