feat: 全栈功能增强 - 扩展 provider/pool 管理、完善调度与数据层、重构前端 Pool 页面

后端:
- 扩展 pool_admin payloads 和 provider query models，增强 endpoint key 管理
- 完善 scheduler-core 候选排序与请求候选逻辑
- 增强 usage-runtime 写入、provider-transport 网络层与 OAuth 刷新
- 改进 AI pipeline 响应转换与流式处理
- 扩展 global_models/provider_catalog 数据层查询能力
- 增强 video-tasks-core 多 provider 支持
- 新增大量集成测试覆盖 pool/keys/provider_query/frontdoor

前端:
- 重构 PoolManagement 页面，拆分状态管理/对话框逻辑到独立模块
- 新增 poolAdvancedDialog/poolSchedulingDialog/poolManagementState/poolMobilePresentation 工具函数及测试
- 改进 Dialog 组件与 provider tabs 显示

部署:
- 更新 Rust CI workflow 和 Dockerfile 构建配置

Closes #275
Co-authored-by: AAEE86 <ppk0227@hotmail.com>

crates/aether-data-contracts/src/repository/global_models/types.rs

@@ -184,6 +184,9 @@ pub struct StoredAdminGlobalModel {
     pub default_tiered_pricing: Option<Value>,
     pub supported_capabilities: Option<Value>,
     pub config: Option<Value>,
+    pub provider_count: u64,
+    pub active_provider_count: u64,
+    pub usage_count: u64,
     pub created_at_unix_secs: Option<u64>,
     pub updated_at_unix_secs: Option<u64>,
 }
@@ -199,6 +202,9 @@ impl StoredAdminGlobalModel {
         default_tiered_pricing: Option<Value>,
         supported_capabilities: Option<Value>,
         config: Option<Value>,
+        provider_count: u64,
+        active_provider_count: u64,
+        usage_count: u64,
         created_at_unix_secs: Option<u64>,
         updated_at_unix_secs: Option<u64>,
     ) -> Result<Self, crate::DataLayerError> {
@@ -227,6 +233,9 @@ impl StoredAdminGlobalModel {
             default_tiered_pricing,
             supported_capabilities,
             config,
+            provider_count,
+            active_provider_count,
+            usage_count,
             created_at_unix_secs,
             updated_at_unix_secs,
         })

crates/aether-data-contracts/src/repository/provider_catalog/types.rs

@@ -270,6 +270,8 @@ pub struct StoredProviderCatalogKey {
     pub utilization_samples: Option<serde_json::Value>,
     pub last_probe_increase_at_unix_secs: Option<u64>,
     pub request_count: Option<u32>,
+    pub total_tokens: u64,
+    pub total_cost_usd: f64,
     pub success_count: Option<u32>,
     pub error_count: Option<u32>,
     pub total_response_time_ms: Option<u32>,
@@ -340,6 +342,8 @@ impl StoredProviderCatalogKey {
             utilization_samples: None,
             last_probe_increase_at_unix_secs: None,
             request_count: None,
+            total_tokens: 0,
+            total_cost_usd: 0.0,
             success_count: None,
             error_count: None,
             total_response_time_ms: None,
@@ -425,6 +429,16 @@ impl StoredProviderCatalogKey {
         self
     }
 
+    pub fn with_usage_totals(mut self, total_tokens: u64, total_cost_usd: f64) -> Self {
+        self.total_tokens = total_tokens;
+        self.total_cost_usd = if total_cost_usd.is_finite() {
+            total_cost_usd
+        } else {
+            0.0
+        };
+        self
+    }
+
     pub fn with_health_fields(
         mut self,
         health_by_format: Option<serde_json::Value>,