From 646a0ec2fc087f547a6109659b2c90c455812d18 Mon Sep 17 00:00:00 2001
From: Wu Clan <jianhengwu0407@gmail.com>
Date: Tue, 3 Feb 2026 20:44:05 +0800
Subject: [PATCH] Add granian and celery metrics collection (#1057)

* Add granian and celery metrics collection

* Update dashboards

* Add asyncio instrument

* Fix opera log finally
---
 backend/app/task/celery.py                    |  13 +
 backend/app/task/database.py                  |   8 +-
 backend/common/prometheus/instruments.py      |  52 +-
 backend/core/conf.py                          |   5 +-
 backend/core/registrar.py                     |   4 +-
 backend/middleware/access_middleware.py       |  17 +-
 backend/middleware/opera_log_middleware.py    | 166 ++--
 backend/utils/otel.py                         |  43 +-
 .../grafana/dashboards/fba_celery.json        | 212 ++++-
 .../grafana/dashboards/fba_server.json        |  73 +-
 deploy/backend/grafana/fba_config.alloy       |  60 +-
 deploy/backend/grafana/fba_dashboards.yml     |  19 +-
 deploy/backend/grafana/fba_datasource.yml     |  94 +-
 deploy/backend/grafana/fba_prometheus.yml     |   5 +-
 deploy/backend/grafana/fba_tempo.yml          |  72 +-
 deploy/backend/supervisor/fba_server.conf     |   2 +-
 pyproject.toml                                |  14 +-
 requirements.txt                              |  37 +-
 uv.lock                                       | 809 +++++++++---------
 19 files changed, 877 insertions(+), 828 deletions(-)

diff --git a/backend/app/task/celery.py b/backend/app/task/celery.py
index 9d94353d..91453c45 100644
--- a/backend/app/task/celery.py
+++ b/backend/app/task/celery.py
@@ -4,10 +4,23 @@ import urllib.parse
 import celery
 import celery_aio_pool
 
+from celery.signals import worker_process_init
+from opentelemetry.instrumentation.celery import CeleryInstrumentor
+
 from backend.app.task.tasks.beat import LOCAL_BEAT_SCHEDULE
 from backend.common.enums import DataBaseType
 from backend.core.conf import settings
 from backend.core.path_conf import BASE_PATH
+from backend.utils.otel import init_resource, init_tracer
+
+
+@worker_process_init.connect(weak=False)
+def init_celery_worker_tracing(*args, **kwargs) -> None:
+    """初始化 Celery 追踪"""
+    if settings.GRAFANA_METRICS_ENABLE:
+        resource = init_resource('fba_celery_worker')
+        init_tracer(resource)
+        CeleryInstrumentor().instrument()
 
 
 def find_task_packages() -> list[str]:
diff --git a/backend/app/task/database.py b/backend/app/task/database.py
index c22aaace..e94fc774 100644
--- a/backend/app/task/database.py
+++ b/backend/app/task/database.py
@@ -9,13 +9,11 @@ from sqlalchemy.orm import Session
 from backend.app.task.model.result import Task, TaskExtended, TaskSet
 from backend.app.task.session import SessionManager
 
-"""
-重写 from celery.backends.database 内部 DatabaseBackend 类，此类实现与模型配合不佳，导致 fba 创建表和 alembic 迁移困难
-"""
-
 
 class DatabaseBackend(BaseBackend):
-    """The database result backend."""
+    """
+    重写 celery.backends.database DatabaseBackend，此类实现与模型配合不佳，导致 fba 创建表和 alembic 迁移困难
+    """
 
     # ResultSet.iterate should sleep this much between each pool,
     # to not bombard the database with queries.
diff --git a/backend/common/prometheus/instruments.py b/backend/common/prometheus/instruments.py
index 9759ff6b..7e892d4e 100644
--- a/backend/common/prometheus/instruments.py
+++ b/backend/common/prometheus/instruments.py
@@ -1,35 +1,37 @@
 from prometheus_client import Counter, Gauge, Histogram
 
-from backend.core.conf import settings
-
-PROMETHEUS_INFO_GAUGE = (
-    Gauge(name='fba_app_info', documentation='fba 应用信息', labelnames=['app_name'])
-    .labels(app_name=settings.GRAFANA_APP_NAME)
-    .inc()
-)
+# 警告: 此值与以下位置强关联，修改必须同步更新，否则会导致 Grafana 指标数据查询失败：
+# - deploy/backend/grafana/fba_datasource.yml
+# - deploy/backend/grafana/dashboards/fba_server.json
+PROMETHEUS_APP_NAME = 'fba_server'
 
 PROMETHEUS_REQUEST_IN_PROGRESS_GAUGE = Gauge(
-    'fba_request_in_progress',
-    '按方法和路径统计请求的衡量',
-    ['app_name', 'method', 'path'],
+    name='fba_request_in_progress',
+    documentation='按方法和路径统计请求的衡量',
+    labelnames=['app_name', 'method', 'path'],
 )
 
-PROMETHEUS_REQUEST_COUNTER = Counter('fba_request_total', '按方法和路径统计请求总数', ['app_name', 'method', 'path'])
-
-PROMETHEUS_RESPONSE_COUNTER = Counter(
-    'fba_response_total',
-    '按方法、路径和状态码统计响应总数',
-    ['app_name', 'method', 'path', 'status_code'],
-)
-
-PROMETHEUS_EXCEPTION_COUNTER = Counter(
-    'fba_exception_total',
-    '按方法，路径和异常类型统计异常总数',
-    ['app_name', 'method', 'path', 'exception_type'],
+PROMETHEUS_REQUEST_COUNTER = Counter(
+    name='fba_request_total',
+    documentation='按方法和路径统计请求总数',
+    labelnames=['app_name', 'method', 'path'],
 )
 
 PROMETHEUS_REQUEST_COST_TIME_HISTOGRAM = Histogram(
-    'fba_request_cost_time',
-    '按方法和路径划分请求耗时的直方图（以 ms 为单位）',
-    ['app_name', 'method', 'path'],
+    name='fba_request_cost_time',
+    documentation='按方法和路径划分请求耗时的直方图（以 ms 为单位）',
+    labelnames=['app_name', 'method', 'path'],
+)
+
+PROMETHEUS_EXCEPTION_COUNTER = Counter(
+    name='fba_exception_total',
+    documentation='按方法，路径和异常类型统计异常总数',
+    labelnames=['app_name', 'method', 'path', 'exception_type'],
+)
+
+
+PROMETHEUS_RESPONSE_COUNTER = Counter(
+    name='fba_response_total',
+    documentation='按方法、路径和状态码统计响应总数',
+    labelnames=['app_name', 'method', 'path', 'status_code'],
 )
diff --git a/backend/core/conf.py b/backend/core/conf.py
index 510daa9a..ceaa0d74 100644
--- a/backend/core/conf.py
+++ b/backend/core/conf.py
@@ -238,8 +238,7 @@ class Settings(BaseSettings):
     I18N_DEFAULT_LANGUAGE: str = 'zh-CN'
 
     # Grafana
-    GRAFANA_METRICS: bool = False
-    GRAFANA_APP_NAME: str = 'fba_server'
+    GRAFANA_METRICS_ENABLE: bool = False
     GRAFANA_OTLP_GRPC_ENDPOINT: str = 'fba_alloy:4317'
 
     ##################################################
@@ -310,7 +309,7 @@ class Settings(BaseSettings):
             values['CELERY_BROKER'] = 'rabbitmq'
 
             # Grafana
-            values['GRAFANA_METRICS'] = True
+            values['GRAFANA_METRICS_ENABLE'] = True
 
         return values
 
diff --git a/backend/core/registrar.py b/backend/core/registrar.py
index 78c33d4a..5d130974 100644
--- a/backend/core/registrar.py
+++ b/backend/core/registrar.py
@@ -109,7 +109,7 @@ def register_app() -> FastAPI:
     register_page(app)
     register_exception(app)
 
-    if settings.GRAFANA_METRICS:
+    if settings.GRAFANA_METRICS_ENABLE:
         register_metrics(app)
 
     return app
@@ -165,7 +165,7 @@ def register_middleware(app: FastAPI) -> None:
     app.add_middleware(AccessMiddleware)
 
     # ContextVar
-    plugins = [OtelTraceIdPlugin()] if settings.GRAFANA_METRICS else [RequestIdPlugin(validate=True)]
+    plugins = [OtelTraceIdPlugin()] if settings.GRAFANA_METRICS_ENABLE else [RequestIdPlugin(validate=True)]
     app.add_middleware(
         ContextMiddleware,
         plugins=plugins,
diff --git a/backend/middleware/access_middleware.py b/backend/middleware/access_middleware.py
index c1f60db2..24eb1a29 100644
--- a/backend/middleware/access_middleware.py
+++ b/backend/middleware/access_middleware.py
@@ -5,6 +5,12 @@ from starlette.middleware.base import BaseHTTPMiddleware, RequestResponseEndpoin
 
 from backend.common.context import ctx
 from backend.common.log import log
+from backend.common.prometheus.instruments import (
+    PROMETHEUS_APP_NAME,
+    PROMETHEUS_REQUEST_COUNTER,
+    PROMETHEUS_REQUEST_IN_PROGRESS_GAUGE,
+)
+from backend.core.conf import settings
 from backend.utils.timezone import timezone
 
 
@@ -19,10 +25,11 @@ class AccessMiddleware(BaseHTTPMiddleware):
         :param call_next: 下一个中间件或路由处理函数
         :return:
         """
-        path = request.url.path if not request.url.query else request.url.path + '/' + request.url.query
+        path = request.url.path
+        method = request.method
 
-        if request.method != 'OPTIONS':
-            log.debug(f'--> 请求开始[{path}]')
+        if method != 'OPTIONS':
+            log.debug(f'--> 请求开始[{path if not request.url.query else request.url.path + "/" + request.url.query}]')
 
         perf_time = time.perf_counter()
         ctx.perf_time = perf_time
@@ -30,6 +37,10 @@ class AccessMiddleware(BaseHTTPMiddleware):
         start_time = timezone.now()
         ctx.start_time = start_time
 
+        if path.startswith(f'{settings.FASTAPI_API_V1_PATH}'):
+            PROMETHEUS_REQUEST_IN_PROGRESS_GAUGE.labels(app_name=PROMETHEUS_APP_NAME, method=method, path=path).inc()
+            PROMETHEUS_REQUEST_COUNTER.labels(app_name=PROMETHEUS_APP_NAME, method=method, path=path).inc()
+
         response = await call_next(request)
 
         return response
diff --git a/backend/middleware/opera_log_middleware.py b/backend/middleware/opera_log_middleware.py
index 65730afa..da9ec881 100644
--- a/backend/middleware/opera_log_middleware.py
+++ b/backend/middleware/opera_log_middleware.py
@@ -15,9 +15,9 @@ from backend.common.context import ctx
 from backend.common.enums import StatusType
 from backend.common.log import log
 from backend.common.prometheus.instruments import (
+    PROMETHEUS_APP_NAME,
     PROMETHEUS_EXCEPTION_COUNTER,
     PROMETHEUS_REQUEST_COST_TIME_HISTOGRAM,
-    PROMETHEUS_REQUEST_COUNTER,
     PROMETHEUS_REQUEST_IN_PROGRESS_GAUGE,
     PROMETHEUS_RESPONSE_COUNTER,
 )
@@ -33,7 +33,7 @@ class OperaLogMiddleware(BaseHTTPMiddleware):
 
     opera_log_queue: Queue = Queue(maxsize=settings.OPERA_LOG_QUEUE_MAXSIZE)
 
-    async def dispatch(self, request: Request, call_next: Any) -> Response:
+    async def dispatch(self, request: Request, call_next: Any) -> Response:  # noqa: C901
         """
         处理请求并记录操作日志
 
@@ -41,112 +41,112 @@ class OperaLogMiddleware(BaseHTTPMiddleware):
         :param call_next: 下一个中间件或路由处理函数
         :return:
         """
-        response = None
         path = request.url.path
+        method = request.method
+        args = await self.get_request_args(request)
+        code = 200
+        msg = 'Success'
+        status = StatusType.enable
+        elapsed = 0
 
-        if path in settings.OPERA_LOG_PATH_EXCLUDE or not path.startswith(f'{settings.FASTAPI_API_V1_PATH}'):
+        try:
+            username = request.user.username
+        except AttributeError:
+            username = None
+
+        should_log_opera = (
+            path.startswith(f'{settings.FASTAPI_API_V1_PATH}') and path not in settings.OPERA_LOG_PATH_EXCLUDE
+        )
+
+        try:
             response = await call_next(request)
-        else:
-            method = request.method
-            args = await self.get_request_args(request)
-            PROMETHEUS_REQUEST_IN_PROGRESS_GAUGE.labels(
-                app_name=settings.GRAFANA_APP_NAME, method=method, path=path
-            ).inc()
-            PROMETHEUS_REQUEST_COUNTER.labels(app_name=settings.GRAFANA_APP_NAME, method=method, path=path).inc()
+        except Exception as e:
+            elapsed = round((time.perf_counter() - ctx.perf_time) * 1000, 3)
+            log.error(f'请求异常: {e!s}')
 
-            # 执行请求
-            code = 200
-            msg = 'Success'
-            status = StatusType.enable
-            error = None
-            try:
-                response = await call_next(request)
-                elapsed = round((time.perf_counter() - ctx.perf_time) * 1000, 3)
-                for e in [
+            if should_log_opera:
+                code = getattr(e, 'code', StandardResponseCode.HTTP_500)
+                msg = getattr(e, 'msg', str(e))
+                status = StatusType.disable
+
+            if path.startswith(f'{settings.FASTAPI_API_V1_PATH}'):
+                PROMETHEUS_EXCEPTION_COUNTER.labels(
+                    app_name=PROMETHEUS_APP_NAME,
+                    method=method,
+                    path=path,
+                    exception_type=type(e).__name__,
+                ).inc()
+
+            raise
+        else:
+            elapsed = round((time.perf_counter() - ctx.perf_time) * 1000, 3)
+
+            if should_log_opera:
+                # 检查上下文中的异常信息
+                for exception_key in [
                     '__request_http_exception__',
                     '__request_validation_exception__',
                     '__request_assertion_error__',
                     '__request_custom_exception__',
                 ]:
-                    exception = ctx.get(e)
+                    exception = ctx.get(exception_key)
                     if exception:
                         code = exception.get('code')
                         msg = exception.get('msg')
+                        status = StatusType.disable
                         log.error(f'请求异常: {msg}')
-                        PROMETHEUS_EXCEPTION_COUNTER.labels(
-                            app_name=settings.GRAFANA_APP_NAME,
-                            method=method,
-                            path=path,
-                            exception_type=type(e).__name__,
-                        ).inc()
                         break
-            except Exception as e:
-                elapsed = round((time.perf_counter() - ctx.perf_time) * 1000, 3)
-                code = getattr(e, 'code', StandardResponseCode.HTTP_500)  # 兼容 SQLAlchemy 异常用法
-                msg = getattr(e, 'msg', str(e))  # 不建议使用 traceback 模块获取错误信息，会暴漏代码信息
-                status = StatusType.disable
-                error = e
-                log.error(f'请求异常: {e!s}')
-                PROMETHEUS_EXCEPTION_COUNTER.labels(
-                    app_name=settings.GRAFANA_APP_NAME, method=method, path=path, exception_type=type(e).__name__
-                ).inc()
-            else:
-                PROMETHEUS_REQUEST_COST_TIME_HISTOGRAM.labels(
-                    app_name=settings.GRAFANA_APP_NAME, method=method, path=path
-                ).observe(elapsed, exemplar={'TraceID': get_request_trace_id()})
-            finally:
-                PROMETHEUS_RESPONSE_COUNTER.labels(
-                    app_name=settings.GRAFANA_APP_NAME, method=method, path=path, status_code=code
-                ).inc()
-                PROMETHEUS_REQUEST_IN_PROGRESS_GAUGE.labels(
-                    app_name=settings.GRAFANA_APP_NAME, method=method, path=path
-                ).dec()
 
-            # 此信息只能在请求后获取
+            if path.startswith(f'{settings.FASTAPI_API_V1_PATH}'):
+                PROMETHEUS_REQUEST_COST_TIME_HISTOGRAM.labels(
+                    app_name=PROMETHEUS_APP_NAME, method=method, path=path
+                ).observe(amount=elapsed, exemplar={'TraceID': get_request_trace_id()})
+        finally:
+            # summary 只能在请求后获取
             route = request.scope.get('route')
             summary = route.summary or '' if route else ''
 
-            try:
-                # 此信息来源于 JWT 认证中间件
-                username = request.user.username
-            except AttributeError:
-                username = None
-
-            # 日志记录
             log.debug(f'接口摘要：[{summary}]')
             log.debug(f'请求地址：[{ctx.ip}]')
             log.debug(f'请求参数：{args}')
-            log.info(f'{ctx.ip: <15} | {request.method: <8} | {code!s: <6} | {path} | {elapsed:.3f}ms')
+
             if request.method != 'OPTIONS':
                 log.debug('<-- 请求结束')
 
-            # 日志创建
-            opera_log_in = CreateOperaLogParam(
-                trace_id=get_request_trace_id(),
-                username=username,
-                method=method,
-                title=summary,
-                path=path,
-                ip=ctx.ip,
-                country=ctx.country,
-                region=ctx.region,
-                city=ctx.city,
-                user_agent=ctx.user_agent,
-                os=ctx.os,
-                browser=ctx.browser,
-                device=ctx.device,
-                args=args,
-                status=status,
-                code=str(code),
-                msg=msg,
-                cost_time=elapsed,  # 可能和日志存在微小差异（可忽略）
-                opera_time=ctx.start_time,
-            )
-            await self.opera_log_queue.put(opera_log_in)
+            if path.startswith(f'{settings.FASTAPI_API_V1_PATH}'):
+                log.info(f'{ctx.ip: <15} | {method: <8} | {code!s: <6} | {path} | {elapsed:.3f}ms')
 
-            # 错误抛出
-            if error:
-                raise error from None
+            if should_log_opera and request.method != 'OPTIONS':
+                opera_log_in = CreateOperaLogParam(
+                    trace_id=get_request_trace_id(),
+                    username=username,
+                    method=method,
+                    title=summary,
+                    path=path,
+                    ip=ctx.ip,
+                    country=ctx.country,
+                    region=ctx.region,
+                    city=ctx.city,
+                    user_agent=ctx.user_agent,
+                    os=ctx.os,
+                    browser=ctx.browser,
+                    device=ctx.device,
+                    args=args,
+                    status=status,
+                    code=str(code),
+                    msg=msg,
+                    cost_time=elapsed,
+                    opera_time=ctx.start_time,
+                )
+                await self.opera_log_queue.put(opera_log_in)
+
+            if path.startswith(f'{settings.FASTAPI_API_V1_PATH}'):
+                PROMETHEUS_RESPONSE_COUNTER.labels(
+                    app_name=PROMETHEUS_APP_NAME, method=method, path=path, status_code=code
+                ).inc()
+                PROMETHEUS_REQUEST_IN_PROGRESS_GAUGE.labels(
+                    app_name=PROMETHEUS_APP_NAME, method=method, path=path
+                ).dec()
 
         return response
 
diff --git a/backend/utils/otel.py b/backend/utils/otel.py
index 88840fb1..78453335 100644
--- a/backend/utils/otel.py
+++ b/backend/utils/otel.py
@@ -3,6 +3,7 @@ from opentelemetry import _logs, metrics, trace
 from opentelemetry.exporter.otlp.proto.grpc._log_exporter import OTLPLogExporter
 from opentelemetry.exporter.otlp.proto.grpc.metric_exporter import OTLPMetricExporter
 from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter
+from opentelemetry.instrumentation.asyncio import AsyncioInstrumentor
 from opentelemetry.instrumentation.fastapi import FastAPIInstrumentor
 from opentelemetry.instrumentation.httpx import HTTPXClientInstrumentor
 from opentelemetry.instrumentation.logging import LoggingInstrumentor
@@ -17,12 +18,31 @@ from opentelemetry.sdk.trace import TracerProvider
 from opentelemetry.sdk.trace.export import BatchSpanProcessor
 
 from backend.common.log import log, request_id_filter
+from backend.common.prometheus.instruments import PROMETHEUS_APP_NAME
 from backend.core.conf import settings
 from backend.database.db import async_engine
 from backend.database.redis import redis_client
 
 
-def _init_tracer(resource: Resource) -> None:
+def init_resource(service_name: str) -> Resource:
+    """
+    初始化资源
+
+    :param service_name: 服务名称
+    :return:
+    """
+    from backend import __version__
+
+    return Resource(
+        attributes={
+            'service.name': service_name,
+            'service.version': __version__,
+            'deployment.environment': settings.ENVIRONMENT,
+        },
+    )
+
+
+def init_tracer(resource: Resource) -> None:
     """
     初始化追踪器
 
@@ -36,7 +56,7 @@ def _init_tracer(resource: Resource) -> None:
     trace.set_tracer_provider(tracer_provider)
 
 
-def _init_metrics(resource: Resource) -> None:
+def init_metrics(resource: Resource) -> None:
     """
     初始化指标
 
@@ -52,7 +72,7 @@ def _init_metrics(resource: Resource) -> None:
     metrics.set_meter_provider(meter_provider)
 
 
-def _init_logging(resource: Resource) -> None:
+def init_logging(resource: Resource) -> None:
     """
     初始化日志
 
@@ -81,20 +101,13 @@ def init_otel(app: FastAPI) -> None:
     :param app: FastAPI 应用实例
     :return:
     """
-    from backend import __version__
+    resource = init_resource(PROMETHEUS_APP_NAME)
 
-    resource = Resource(
-        attributes={
-            'service.name': settings.GRAFANA_APP_NAME,
-            'service.version': __version__,
-            'deployment.environment': settings.ENVIRONMENT,
-        },
-    )
-
-    _init_tracer(resource)
-    # _init_metrics(resource)
-    _init_logging(resource)
+    init_tracer(resource)
+    init_metrics(resource)
+    init_logging(resource)
 
+    AsyncioInstrumentor().instrument()
     LoggingInstrumentor().instrument(set_logging_format=True)
     SQLAlchemyInstrumentor().instrument(engine=async_engine.sync_engine)
     RedisInstrumentor.instrument_client(redis_client)  # type: ignore
diff --git a/deploy/backend/grafana/dashboards/fba_celery.json b/deploy/backend/grafana/dashboards/fba_celery.json
index 7e16be37..eb292a41 100644
--- a/deploy/backend/grafana/dashboards/fba_celery.json
+++ b/deploy/backend/grafana/dashboards/fba_celery.json
@@ -1096,7 +1096,7 @@
         ]
       },
       "gridPos": {
-        "h": 10,
+        "h": 12,
         "w": 12,
         "x": 12,
         "y": 10
@@ -1259,7 +1259,7 @@
         ]
       },
       "gridPos": {
-        "h": 10,
+        "h": 12,
         "w": 12,
         "x": 0,
         "y": 10
@@ -1396,7 +1396,7 @@
         "overrides": []
       },
       "gridPos": {
-        "h": 10,
+        "h": 12,
         "w": 12,
         "x": 0,
         "y": 19
@@ -1494,7 +1494,7 @@
         "overrides": []
       },
       "gridPos": {
-        "h": 10,
+        "h": 12,
         "w": 12,
         "x": 12,
         "y": 19
@@ -1651,7 +1651,7 @@
         "overrides": []
       },
       "gridPos": {
-        "h": 8,
+        "h": 12,
         "w": 8,
         "x": 8,
         "y": 28
@@ -1719,7 +1719,7 @@
         "overrides": []
       },
       "gridPos": {
-        "h": 8,
+        "h": 12,
         "w": 8,
         "x": 16,
         "y": 28
@@ -1835,7 +1835,7 @@
         "overrides": []
       },
       "gridPos": {
-        "h": 10,
+        "h": 12,
         "w": 12,
         "x": 0,
         "y": 37
@@ -1981,7 +1981,7 @@
         ]
       },
       "gridPos": {
-        "h": 10,
+        "h": 12,
         "w": 12,
         "x": 12,
         "y": 37
@@ -2027,6 +2027,202 @@
       ],
       "title": "任务吞吐量 (每分钟)",
       "type": "timeseries"
+    },
+    {
+      "collapsed": false,
+      "gridPos": {
+        "h": 1,
+        "w": 24,
+        "x": 0,
+        "y": 47
+      },
+      "id": 106,
+      "title": "🔍 链路追踪",
+      "type": "row"
+    },
+    {
+      "datasource": {
+        "type": "tempo",
+        "uid": "tempo"
+      },
+      "description": "Celery Worker 的分布式追踪数据，点击 Trace ID 可跳转到 Explore 查看完整调用链",
+      "fieldConfig": {
+        "defaults": {
+          "custom": {
+            "align": "left",
+            "cellOptions": {
+              "type": "auto"
+            },
+            "filterable": false,
+            "inspect": false
+          }
+        },
+        "overrides": [
+          {
+            "matcher": {
+              "id": "byName",
+              "options": "Service"
+            },
+            "properties": [
+              {
+                "id": "custom.hidden",
+                "value": true
+              }
+            ]
+          },
+          {
+            "matcher": {
+              "id": "byName",
+              "options": "Trace ID"
+            },
+            "properties": [
+              {
+                "id": "custom.width",
+                "value": 350
+              },
+              {
+                "id": "custom.cellOptions",
+                "value": {
+                  "type": "color-text"
+                }
+              },
+              {
+                "id": "color",
+                "value": {
+                  "fixedColor": "#6E9FFF",
+                  "mode": "fixed"
+                }
+              },
+              {
+                "id": "links",
+                "value": [
+                  {
+                    "title": "查看调用链",
+                    "url": "/explore?orgId=1&left={\"datasource\":\"tempo\",\"queries\":[{\"refId\":\"A\",\"queryType\":\"traceql\",\"query\":\"${__value.raw}\"}],\"range\":{\"from\":\"now-1h\",\"to\":\"now\"}}"
+                  }
+                ]
+              }
+            ]
+          },
+          {
+            "matcher": {
+              "id": "byName",
+              "options": "Start time"
+            },
+            "properties": [
+              {
+                "id": "custom.width",
+                "value": 200
+              },
+              {
+                "id": "displayName",
+                "value": "时间"
+              }
+            ]
+          },
+          {
+            "matcher": {
+              "id": "byName",
+              "options": "Name"
+            },
+            "properties": [
+              {
+                "id": "displayName",
+                "value": "任务"
+              }
+            ]
+          },
+          {
+            "matcher": {
+              "id": "byName",
+              "options": "Duration"
+            },
+            "properties": [
+              {
+                "id": "custom.width",
+                "value": 120
+              },
+              {
+                "id": "displayName",
+                "value": "耗时"
+              },
+              {
+                "id": "custom.cellOptions",
+                "value": {
+                  "type": "gauge",
+                  "mode": "gradient",
+                  "valueDisplayMode": "text"
+                }
+              },
+              {
+                "id": "color",
+                "value": {
+                  "mode": "continuous-GrYlRd"
+                }
+              },
+              {
+                "id": "max",
+                "value": 10000
+              }
+            ]
+          }
+        ]
+      },
+      "gridPos": {
+        "h": 10,
+        "w": 24,
+        "x": 0,
+        "y": 48
+      },
+      "id": 60,
+      "options": {
+        "showHeader": true,
+        "cellHeight": "sm",
+        "footer": {
+          "show": false
+        }
+      },
+      "transformations": [
+        {
+          "id": "convertFieldType",
+          "options": {
+            "conversions": [
+              {
+                "targetField": "Start time",
+                "destinationType": "time"
+              }
+            ]
+          }
+        },
+        {
+          "id": "sortBy",
+          "options": {
+            "fields": {},
+            "sort": [
+              {
+                "field": "Start time",
+                "desc": true
+              }
+            ]
+          }
+        }
+      ],
+      "pluginVersion": "12.0.0",
+      "targets": [
+        {
+          "datasource": {
+            "type": "tempo",
+            "uid": "tempo"
+          },
+          "queryType": "traceql",
+          "query": "{resource.service.name=\"fba_celery_worker\" && name!=\"connect\"}",
+          "limit": 20,
+          "refId": "A",
+          "tableType": "traces"
+        }
+      ],
+      "title": "Worker Traces",
+      "type": "table"
     }
   ],
   "preload": false,
diff --git a/deploy/backend/grafana/dashboards/fba_server.json b/deploy/backend/grafana/dashboards/fba_server.json
index 8bed4ead..82459c09 100644
--- a/deploy/backend/grafana/dashboards/fba_server.json
+++ b/deploy/backend/grafana/dashboards/fba_server.json
@@ -111,7 +111,7 @@
             "uid": "prometheus"
           },
           "editorMode": "code",
-          "expr": "sum(fba_request_total{app_name=\"$app_name\", path!=\"/metrics\"})",
+          "expr": "sum(fba_request_total{app_name=\"fba_server\", path!=\"/metrics\"})",
           "instant": true,
           "legendFormat": "",
           "refId": "A"
@@ -186,7 +186,7 @@
             "uid": "prometheus"
           },
           "editorMode": "code",
-          "expr": "sum(rate(fba_request_total{app_name=\"$app_name\", path!=\"/metrics\"}[5m]))",
+          "expr": "sum(rate(fba_request_total{app_name=\"fba_server\", path!=\"/metrics\"}[5m]))",
           "instant": true,
           "legendFormat": "",
           "refId": "A"
@@ -262,7 +262,7 @@
             "uid": "prometheus"
           },
           "editorMode": "code",
-          "expr": "sum(fba_response_total{app_name=\"$app_name\", status_code=~\"2.*\", path!=\"/metrics\"}) / sum(fba_response_total{app_name=\"$app_name\", path!=\"/metrics\"})",
+          "expr": "sum(fba_response_total{app_name=\"fba_server\", status_code=~\"2.*\", path!=\"/metrics\"}) / sum(fba_response_total{app_name=\"fba_server\", path!=\"/metrics\"})",
           "instant": true,
           "legendFormat": "",
           "refId": "A"
@@ -335,7 +335,7 @@
             "uid": "prometheus"
           },
           "editorMode": "code",
-          "expr": "sum(fba_exception_total{app_name=\"$app_name\"}) or vector(0)",
+          "expr": "sum(fba_exception_total{app_name=\"fba_server\"}) or vector(0)",
           "instant": true,
           "legendFormat": "",
           "refId": "A"
@@ -410,7 +410,7 @@
             "uid": "prometheus"
           },
           "editorMode": "code",
-          "expr": "sum(fba_request_cost_time_sum{app_name=\"$app_name\", path!=\"/metrics\"}) / sum(fba_request_cost_time_count{app_name=\"$app_name\", path!=\"/metrics\"})",
+          "expr": "sum(fba_request_cost_time_sum{app_name=\"fba_server\", path!=\"/metrics\"}) / sum(fba_request_cost_time_count{app_name=\"fba_server\", path!=\"/metrics\"})",
           "legendFormat": "",
           "refId": "A"
         }
@@ -482,7 +482,7 @@
             "uid": "prometheus"
           },
           "editorMode": "code",
-          "expr": "sum(fba_request_in_progress{app_name=\"$app_name\", path!=\"/metrics\"}) or vector(0)",
+          "expr": "sum(fba_request_in_progress{app_name=\"fba_server\", path!=\"/metrics\"}) or vector(0)",
           "instant": true,
           "legendFormat": "",
           "refId": "A"
@@ -562,7 +562,7 @@
         "overrides": []
       },
       "gridPos": {
-        "h": 10,
+        "h": 12,
         "w": 12,
         "x": 0,
         "y": 6
@@ -593,7 +593,7 @@
             "uid": "prometheus"
           },
           "editorMode": "code",
-          "expr": "rate(fba_request_total{app_name=\"$app_name\", path!=\"/metrics\"}[5m])",
+          "expr": "rate(fba_request_total{app_name=\"fba_server\", path!=\"/metrics\"}[5m])",
           "legendFormat": "{{method}} {{path}}",
           "refId": "A"
         }
@@ -660,7 +660,7 @@
         "overrides": []
       },
       "gridPos": {
-        "h": 10,
+        "h": 12,
         "w": 12,
         "x": 12,
         "y": 6
@@ -691,7 +691,7 @@
             "uid": "prometheus"
           },
           "editorMode": "code",
-          "expr": "fba_request_in_progress{app_name=\"$app_name\", path!=\"/metrics\"}",
+          "expr": "fba_request_in_progress{app_name=\"fba_server\", path!=\"/metrics\"}",
           "legendFormat": "{{method}} {{path}}",
           "refId": "A"
         }
@@ -780,7 +780,7 @@
         "overrides": []
       },
       "gridPos": {
-        "h": 10,
+        "h": 12,
         "w": 8,
         "x": 0,
         "y": 17
@@ -810,7 +810,7 @@
             "uid": "prometheus"
           },
           "editorMode": "code",
-          "expr": "sum by(path) (fba_response_total{app_name=\"$app_name\", status_code=~\"2.*\", path!=\"/metrics\"}) / sum by(path) (fba_response_total{app_name=\"$app_name\", path!=\"/metrics\"})",
+          "expr": "sum by(path) (fba_response_total{app_name=\"fba_server\", status_code=~\"2.*\", path!=\"/metrics\"}) / sum by(path) (fba_response_total{app_name=\"fba_server\", path!=\"/metrics\"})",
           "legendFormat": "{{path}}",
           "refId": "A"
         }
@@ -887,7 +887,7 @@
         "overrides": []
       },
       "gridPos": {
-        "h": 10,
+        "h": 12,
         "w": 8,
         "x": 8,
         "y": 17
@@ -917,7 +917,7 @@
             "uid": "prometheus"
           },
           "editorMode": "code",
-          "expr": "sum by(path) (fba_response_total{app_name=\"$app_name\", status_code=~\"5.*\", path!=\"/metrics\"}) / sum by(path) (fba_response_total{app_name=\"$app_name\", path!=\"/metrics\"})",
+          "expr": "sum by(path) (fba_response_total{app_name=\"fba_server\", status_code=~\"5.*\", path!=\"/metrics\"}) / sum by(path) (fba_response_total{app_name=\"fba_server\", path!=\"/metrics\"})",
           "legendFormat": "{{path}}",
           "refId": "A"
         }
@@ -948,7 +948,7 @@
         "overrides": []
       },
       "gridPos": {
-        "h": 10,
+        "h": 12,
         "w": 8,
         "x": 16,
         "y": 17
@@ -985,7 +985,7 @@
             "uid": "prometheus"
           },
           "editorMode": "code",
-          "expr": "sum by(path) (fba_request_total{app_name=\"$app_name\", path!=\"/metrics\"})",
+          "expr": "sum by(path) (fba_request_total{app_name=\"fba_server\", path!=\"/metrics\"})",
           "legendFormat": "{{path}}",
           "refId": "A"
         }
@@ -1124,7 +1124,7 @@
             "uid": "prometheus"
           },
           "editorMode": "code",
-          "expr": "fba_request_cost_time_sum{app_name=\"$app_name\", path!=\"/metrics\"} / fba_request_cost_time_count{app_name=\"$app_name\", path!=\"/metrics\"}",
+          "expr": "fba_request_cost_time_sum{app_name=\"fba_server\", path!=\"/metrics\"} / fba_request_cost_time_count{app_name=\"fba_server\", path!=\"/metrics\"}",
           "format": "table",
           "instant": true,
           "legendFormat": "__auto",
@@ -1221,7 +1221,7 @@
         "overrides": []
       },
       "gridPos": {
-        "h": 10,
+        "h": 12,
         "w": 12,
         "x": 0,
         "y": 26
@@ -1251,7 +1251,7 @@
             "uid": "prometheus"
           },
           "editorMode": "code",
-          "expr": "histogram_quantile(0.99, sum(rate(fba_request_cost_time_bucket{app_name=\"$app_name\", path!=\"/metrics\"}[5m])) by(path, le))",
+          "expr": "histogram_quantile(0.99, sum(rate(fba_request_cost_time_bucket{app_name=\"fba_server\", path!=\"/metrics\"}[5m])) by(path, le))",
           "legendFormat": "{{path}}",
           "refId": "A"
         }
@@ -1326,7 +1326,7 @@
         "overrides": []
       },
       "gridPos": {
-        "h": 10,
+        "h": 12,
         "w": 12,
         "x": 12,
         "y": 26
@@ -1356,7 +1356,7 @@
             "uid": "prometheus"
           },
           "editorMode": "code",
-          "expr": "histogram_quantile(0.95, sum(rate(fba_request_cost_time_bucket{app_name=\"$app_name\", path!=\"/metrics\"}[5m])) by(path, le))",
+          "expr": "histogram_quantile(0.95, sum(rate(fba_request_cost_time_bucket{app_name=\"fba_server\", path!=\"/metrics\"}[5m])) by(path, le))",
           "legendFormat": "{{path}}",
           "refId": "A"
         }
@@ -1735,7 +1735,7 @@
             "uid": "loki"
           },
           "editorMode": "code",
-          "expr": "(rate({service_name=\"$app_name\"} |= \"$trace_id\" [1m]))",
+          "expr": "(rate({service_name=\"fba_server\"} | json | target != \"/metrics\" |= \"$trace_id\" [1m]))",
           "legendFormat": "{{level}}",
           "refId": "A"
         }
@@ -1779,7 +1779,7 @@
             "uid": "loki"
           },
           "editorMode": "code",
-          "expr": "{service_name=\"$app_name\"} | json | line_format \"{{.body}}\" |= \"$trace_id\"",
+          "expr": "{service_name=\"fba_server\"} | json | target != \"/metrics\" | line_format \"{{.body}}\" |= \"$trace_id\"",
           "refId": "A"
         }
       ],
@@ -1797,7 +1797,7 @@
         "overrides": []
       },
       "gridPos": {
-        "h": 8,
+        "h": 12,
         "w": 24,
         "x": 0,
         "y": 58
@@ -1822,7 +1822,7 @@
             "uid": "loki"
           },
           "editorMode": "code",
-          "expr": "{service_name=\"$app_name\"} | json | level=~\"ERROR|CRITICAL\" | line_format \"{{.body}}\" |= \"$trace_id\"",
+          "expr": "{service_name=\"fba_server\"} | json | target != \"/metrics\" | level=~\"ERROR|CRITICAL\" | line_format \"{{.body}}\" |= \"$trace_id\"",
           "refId": "A"
         }
       ],
@@ -1839,29 +1839,6 @@
   ],
   "templating": {
     "list": [
-      {
-        "current": {
-          "selected": true,
-          "text": "fba 服务",
-          "value": "fba_server"
-        },
-        "datasource": {
-          "type": "prometheus",
-          "uid": "prometheus"
-        },
-        "definition": "label_values(fba_app_info, app_name)",
-        "description": "数据来自哪个应用",
-        "label": "应用名称",
-        "name": "app_name",
-        "query": {
-          "qryType": 1,
-          "query": "label_values(fba_app_info, app_name)",
-          "refId": "PrometheusVariableQueryEditor-VariableQuery"
-        },
-        "refresh": 1,
-        "regex": "",
-        "type": "query"
-      },
       {
         "current": {
           "text": "",
diff --git a/deploy/backend/grafana/fba_config.alloy b/deploy/backend/grafana/fba_config.alloy
index bba9ef2e..1514b5a7 100644
--- a/deploy/backend/grafana/fba_config.alloy
+++ b/deploy/backend/grafana/fba_config.alloy
@@ -11,28 +11,16 @@
 // ============================================================================
 
 // OTLP 接收器配置
-// OpenTelemetry Protocol (OTLP) 是 OpenTelemetry 的标准数据传输协议
 // 支持同时接收日志、指标和链路追踪数据
 otelcol.receiver.otlp "default" {
-  // gRPC 协议配置
-  // gRPC 是高性能的 RPC 框架，适用于服务间通信
   grpc {
     endpoint = "0.0.0.0:4317"
-    // 0.0.0.0 表示监听所有网络接口
-    // 4317 是 OTLP gRPC 的标准端口
-    // 应用程序通过此端口发送遥测数据
   }
 
-  // HTTP 协议配置
-  // HTTP 协议更通用，适用于无法使用 gRPC 的场景
   http {
     endpoint = "0.0.0.0:4318"
-    // 4318 是 OTLP HTTP 的标准端口
-    // 支持 JSON 和 Protobuf 格式的数据
   }
 
-  // 输出配置
-  // 定义接收到的数据发送到哪些处理器
   output {
     logs    = [otelcol.processor.batch.default.input]
     metrics = [otelcol.processor.batch.default.input]
@@ -43,8 +31,6 @@ otelcol.receiver.otlp "default" {
 // 批处理器配置
 // 将多个遥测数据项合并成批次，提高传输效率
 otelcol.processor.batch "default" {
-  // 输出配置
-  // 定义处理后的数据发送到哪些导出器
   output {
     logs    = [otelcol.exporter.loki.default.input]
     metrics = [otelcol.exporter.prometheus.default.input]
@@ -87,14 +73,8 @@ prometheus.scrape "prometheus" {
 		__address__ = "fba_prometheus:9090",
 	}]
 	forward_to      = [prometheus.remote_write.prom_server.receiver]
-	// 抓取的指标发送到远程写入组件
-
 	job_name        = "fba_prometheus"
-	// 任务名称
-	// 将作为 job 标签添加到所有抓取的指标上
-
 	scrape_interval = "15s"
-	// 抓取间隔
 }
 
 // FastAPI 后端服务指标抓取
@@ -104,17 +84,21 @@ prometheus.scrape "fba_server" {
 		__address__ = "fba_server:8001",
 	}]
 	forward_to      = [prometheus.remote_write.prom_server.receiver]
-	// 抓取的指标发送到远程写入组件
-
 	job_name        = "fba_server"
-	// 任务名称
-	// 用于在 Prometheus 查询中区分不同服务
-
 	scrape_interval = "5s"
-	// 抓取间隔
-
 	scrape_timeout  = "5s"
-	// 抓取超时时间
+}
+
+// Granian 服务器指标抓取
+// 监控 Granian ASGI 服务器的性能指标
+prometheus.scrape "fba_granian" {
+	targets = [{
+		__address__ = "fba_server:8002",
+	}]
+	forward_to      = [prometheus.remote_write.prom_server.receiver]
+	job_name        = "fba_granian"
+	scrape_interval = "5s"
+	scrape_timeout  = "5s"
 }
 
 // Celery Exporter 指标抓取
@@ -124,17 +108,9 @@ prometheus.scrape "fba_celery_exporter" {
 		__address__ = "fba_celery_exporter:9808",
 	}]
 	forward_to      = [prometheus.remote_write.prom_server.receiver]
-	// 抓取的指标发送到远程写入组件
-
 	job_name        = "fba_celery_exporter"
-	// 任务名称
-	// 用于标识 Celery 相关的指标
-
-	scrape_interval = "5s"
-	// 抓取间隔
-
-	scrape_timeout  = "5s"
-	// 抓取超时时间
+	scrape_interval = "15s"
+	scrape_timeout  = "15s"
 }
 
 // Tempo 导出器配置
@@ -142,17 +118,9 @@ prometheus.scrape "fba_celery_exporter" {
 otelcol.exporter.otlp "tempo" {
   client {
     endpoint = "fba_tempo:4317"
-
     tls {
         insecure             = true
-        // 禁用 TLS 加密
-        // 在 Docker 内部网络中通信时可以禁用
-        // 生产环境建议启用 TLS
-
         insecure_skip_verify = true
-        // 跳过 TLS 证书验证
-        // 仅在开发/测试环境使用
-        // 生产环境应配置正确的证书
     }
   }
 }
diff --git a/deploy/backend/grafana/fba_dashboards.yml b/deploy/backend/grafana/fba_dashboards.yml
index caceab30..b9c2fd8c 100644
--- a/deploy/backend/grafana/fba_dashboards.yml
+++ b/deploy/backend/grafana/fba_dashboards.yml
@@ -8,29 +8,12 @@
 # 当前仅支持版本 1
 apiVersion: 1
 
-# providers: 仪表盘提供者列表
-# 定义 Grafana 从哪里加载仪表盘以及如何管理它们
+# 仪表盘提供者列表
 providers:
   - name: 'fba_server'
-    # 提供者名称，用于标识和日志记录
-
     orgId: 1
-    # 组织 ID
-    # 指定仪表盘属于哪个组织
-    # 默认值: 1（默认组织）
-
     type: 'file'
-    # 提供者类型
-    # 可选值:
-    #   - file: 从本地文件系统加载仪表盘 JSON 文件
-
     disableDeletion: true
-    # 禁止通过 UI 删除仪表盘
-
     editable: false
-    # 是否允许通过 UI 编辑仪表盘
-
     options:
       path: '/etc/grafana/dashboards'
-      # 仪表盘 JSON 文件所在目录（容器内路径）
-      # Grafana 会自动扫描此目录下的所有 .json 文件
diff --git a/deploy/backend/grafana/fba_datasource.yml b/deploy/backend/grafana/fba_datasource.yml
index 8bab48ca..6db2909a 100644
--- a/deploy/backend/grafana/fba_datasource.yml
+++ b/deploy/backend/grafana/fba_datasource.yml
@@ -8,8 +8,7 @@
 # 当前仅支持版本 1
 apiVersion: 1
 
-# datasources: 数据源列表
-# 定义 Grafana 连接的所有后端数据存储
+# 数据源列表
 datasources:
   # ==========================================================================
   # Loki 数据源配置
@@ -17,51 +16,18 @@ datasources:
   # 官方文档: https://grafana.com/docs/loki/latest/
   # ==========================================================================
   - name: Loki
-    # 数据源显示名称，在 Grafana UI 中显示
-
     uid: loki
-    # 数据源唯一标识符
-    # 用于在仪表盘和告警规则中引用此数据源
-
     type: loki
-    # 数据源类型
-    # 必须与 Grafana 支持的数据源插件类型匹配
-
     url: http://fba_loki:3100
-    # Loki 服务器地址
-
     isDefault: false
-    # 是否设为默认数据源
-
     jsonData:
-      # 数据源特定的 JSON 配置
-
       derivedFields:
-        # 派生字段配置
-        # 用于从日志中提取字段并创建链接到其他数据源
-        # 这是实现日志到链路追踪关联的关键配置
-
         - datasourceUid: tempo
-          # 目标数据源的 UID
-          # 点击链接时将跳转到此数据源
-
           matcherRegex: '"traceid":"([a-f0-9]{32})"'
-          # 正则表达式，用于从日志内容中提取 Trace ID
-
           matcherType: regex
-          # 匹配器类型
-          # 可选值: regex（正则表达式）
-
           name: TraceID
-          # 派生字段的名称
-          # 将显示在日志详情中
-
           url: $${__value.raw}
-          # 链接 URL 模板
-          # $${__value.raw} 表示提取的原始值
-
           urlDisplayLabel: 查看 Trace
-          # 链接显示的文本标签
 
   # ==========================================================================
   # Prometheus 数据源配置
@@ -69,35 +35,15 @@ datasources:
   # 官方文档: https://prometheus.io/docs/
   # ==========================================================================
   - name: Prometheus
-    # 数据源显示名称
-
     uid: prometheus
-    # 数据源唯一标识符
-
     type: prometheus
-    # 数据源类型
-
     url: http://fba_prometheus:9090
-    # Prometheus 服务器地址
-
     isDefault: true
-    # 设为默认数据源
-
     jsonData:
       httpMethod: POST
-      # 查询使用的 HTTP 方法
-
       exemplarTraceIdDestinations:
-        # Exemplar（范例）配置
-        # Exemplar 是指标数据点关联的 Trace ID
-        # 用于从指标跳转到对应的链路追踪
-
         - name: TraceID
-          # Exemplar 中 Trace ID 的字段名称
-
           datasourceUid: tempo
-          # 目标 Tempo 数据源的 UID
-          # 点击 Exemplar 时将跳转到此数据源查看 Trace
 
   # ==========================================================================
   # Tempo 数据源配置
@@ -105,60 +51,22 @@ datasources:
   # 官方文档: https://grafana.com/docs/tempo/latest/
   # ==========================================================================
   - name: Tempo
-    # 数据源显示名称
-
     uid: tempo
-    # 数据源唯一标识符
-
     type: tempo
-    # 数据源类型
-
     url: http://fba_tempo:3200
-    # Tempo 服务器地址
-
     jsonData:
       nodeGraph:
         enabled: true
-        # 启用节点图功能
-        # 可视化展示服务之间的调用关系图
-
       tracesToLogsV2:
-        # Trace 到日志的关联配置（V2 版本）
-        # 允许从 Trace 详情页面跳转到相关日志
-
         datasourceUid: loki
-        # 日志数据源的 UID
-
         filterByTraceID: true
-        # 是否按 Trace ID 过滤日志
-
         spanStartTimeShift: "-1m"
-        # Span 开始时间偏移
-        # 用于捕获 Span 开始前的相关日志
-
         spanEndTimeShift: "1m"
-        # Span 结束时间偏移
-        # 用于捕获 Span 结束后的相关日志
-
         customQuery: true
-        # 启用自定义查询
-        # 允许使用下面的 query 字段自定义日志查询语句
-
         query: '{service_name="fba_server"} | json | traceid="${__span.traceId}"'
-        # 自定义 LogQL 查询语句
-
       search:
         hide: false
-        # 是否隐藏搜索功能
-
       serviceMap:
         datasourceUid: prometheus
-        # 服务地图数据源
-        # 使用 Prometheus 中的指标数据生成服务依赖图
-        # 需要 Tempo 的 metrics_generator 功能配合
-
       lokiSearch:
         datasourceUid: loki
-        # Loki 搜索数据源
-        # 允许在 Tempo 中使用 Loki 进行日志搜索
-        # 实现基于日志内容查找 Trace 的功能
diff --git a/deploy/backend/grafana/fba_prometheus.yml b/deploy/backend/grafana/fba_prometheus.yml
index a4f5a5e7..cd28a059 100644
--- a/deploy/backend/grafana/fba_prometheus.yml
+++ b/deploy/backend/grafana/fba_prometheus.yml
@@ -4,10 +4,7 @@
 # 官方文档: https://prometheus.io/docs/prometheus/latest/configuration/configuration/
 # ============================================================================
 
-# global: 全局配置
+# 全局配置
 global:
   scrape_interval: 15s
-  # 指标抓取间隔
-
   evaluation_interval: 15s
-  # 规则评估间隔
diff --git a/deploy/backend/grafana/fba_tempo.yml b/deploy/backend/grafana/fba_tempo.yml
index e2fac950..75d10a5c 100644
--- a/deploy/backend/grafana/fba_tempo.yml
+++ b/deploy/backend/grafana/fba_tempo.yml
@@ -4,124 +4,62 @@
 # 官方文档: https://grafana.com/docs/tempo/latest/configuration/
 # ============================================================================
 
-# server: HTTP 服务器配置
+# HTTP 服务器配置
 server:
   http_listen_port: 3200
-  # HTTP API 监听端口
-  # 用于查询 Trace 数据和健康检查
 
-# distributor: 分发器配置
+# 分发器配置
 distributor:
   receivers:
-    # 接收器配置
-
     otlp:
-      # OpenTelemetry Protocol (OTLP) 接收器
-      # OTLP 是 OpenTelemetry 的原生协议，推荐使用
-
       protocols:
         grpc:
           endpoint: "0.0.0.0:4317"
-          # gRPC 协议端点
-
         http:
           endpoint: "0.0.0.0:4318"
-          # HTTP 协议端点
 
-# storage: 存储配置
+# 存储配置
 storage:
   trace:
     backend: local
-    # 存储后端类型
-    # 生产环境建议使用对象存储
-
     wal:
       path: /tmp/tempo/wal
-      # Write-Ahead Log (WAL) 目录
-      # WAL 用于在数据写入存储前的临时缓存
-      # 确保数据不会因意外重启而丢失
-      # 注意: 生产环境应使用持久化存储路径
-
     local:
       path: /tmp/tempo/blocks
-      # 本地存储的数据块目录
-      # 存储压缩后的 Trace 数据块
-      # 仅在 backend: local 时使用
 
-# metrics_generator: 指标生成器配置
-# 从 Trace 数据自动生成 Prometheus 指标
-# 这是实现 Trace 到 Metrics 关联的关键功能
+# 指标生成器配置
 metrics_generator:
   registry:
     external_labels:
       source: tempo
-      # 外部标签
-      # 添加到所有生成的指标上
 
   storage:
     path: /tmp/tempo/generator/wal
-    # 指标生成器的 WAL 目录
-    # 用于临时存储待发送的指标数据
-
     remote_write:
-      # 远程写入配置
-
       - url: http://fba_prometheus:9090/api/v1/write
-        # Prometheus 远程写入 API 地址
-        # 需要 Prometheus 启用 remote-write-receiver 功能
-
         send_exemplars: true
-        # 发送 Exemplar 数据
-        # Exemplar 将指标数据点与 Trace ID 关联
-        # 实现从指标图表点击跳转到对应 Trace
 
   traces_storage:
     path: /tmp/tempo/generator/traces
-    # Trace 数据临时存储路径
-    # 用于指标生成器处理 Trace 数据
 
   processor:
-    # 处理器配置
-    # 定义如何从 Trace 生成指标
-
     span_metrics:
-      # Span 指标处理器
-
       dimensions:
-        # 指标维度（标签）
-        # 这些属性将作为 Prometheus 指标的标签
-
         - service.name
         - http.method
         - http.target
         - http.status_code
-
     service_graphs:
-      # 服务图处理器
-      # 生成服务间调用关系的指标
-      # 用于 Grafana 中的服务地图可视化
-
       dimensions:
         - service.name
-
     local_blocks:
-      # 本地块处理器
-      # 处理本地存储的 Trace 数据块
-
       flush_to_storage: true
-      # 是否将处理后的数据刷新到存储
 
-# overrides: 覆盖配置
+# 覆盖配置
 overrides:
   defaults:
-    # 默认配置
-    # 适用于所有租户（单租户模式下为全局配置）
-
     metrics_generator:
       processors:
-        # 启用的指标处理器列表
-        # 只有在此列表中的处理器才会运行
-
         - span-metrics
         - service-graphs
         - local-blocks
diff --git a/deploy/backend/supervisor/fba_server.conf b/deploy/backend/supervisor/fba_server.conf
index 1a748550..7f87240f 100644
--- a/deploy/backend/supervisor/fba_server.conf
+++ b/deploy/backend/supervisor/fba_server.conf
@@ -1,6 +1,6 @@
 [program:fba_server]
 directory=/fba/backend
-command=/usr/local/bin/granian main:app --interface asgi --host 0.0.0.0 --port 8001 --workers 1 --backlog 1024 --workers-kill-timeout 120 --backpressure 2000 --pid-file /var/run/granian.pid --log --log-level debug
+command=/usr/local/bin/granian main:app --interface asgi --host 0.0.0.0 --port 8001 --metrics --metrics-address 0.0.0.0 --metrics-port 8002 --workers 1 --backlog 1024 --workers-kill-timeout 120 --backpressure 2000 --pid-file /var/run/granian.pid --log --log-level debug
 user=root
 autostart=true
 autorestart=true
diff --git a/pyproject.toml b/pyproject.toml
index d3263c0b..f374a2bf 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -9,7 +9,7 @@ license = { text = "MIT" }
 requires-python = ">=3.10"
 dynamic = ['version']
 dependencies = [
-    "alembic>=1.18.1",
+    "alembic>=1.18.3",
     "asgiref>=3.11.0",
     "asyncmy>=0.2.11",
     "asyncpg>=0.31.0",
@@ -21,21 +21,23 @@ dependencies = [
     # When celery version < 6.0.0
     # https://github.com/celery/celery/issues/7874
     "celery-aio-pool>=0.1.0rc8",
-    "cryptography>=46.0.3",
+    "cryptography>=46.0.4",
     "dulwich>=1.0.0",
     "fast-captcha>=0.3.2",
     "fastapi-limiter>=0.1.6",
-    "fastapi-pagination>=0.15.6",
+    "fastapi-pagination>=0.15.9",
     "fastapi[standard-no-fastapi-cloud-cli]>=0.128.0",
     "flower>=2.0.1",
     "gevent>=25.9.1",
-    "granian>=2.6.1",
+    "granian>=2.7.0",
     "ip2loc>=1.0.0",
     "itsdangerous>=2.2.0",
     "jinja2>=3.1.6",
     "loguru>=0.7.3",
     "msgspec>=0.20.0",
     "opentelemetry-exporter-otlp-proto-grpc>=1.39.1",
+    "opentelemetry-instrumentation-asyncio>=0.60b1",
+    "opentelemetry-instrumentation-celery>=0.60b1",
     "opentelemetry-instrumentation-fastapi>=0.60b1",
     "opentelemetry-instrumentation-httpx>=0.60b1",
     "opentelemetry-instrumentation-logging>=0.60b1",
@@ -43,7 +45,7 @@ dependencies = [
     "opentelemetry-instrumentation-sqlalchemy>=0.60b1",
     "opentelemetry-sdk>=1.39.1",
     "prometheus-client>=0.24.1",
-    "psutil>=7.2.1",
+    "psutil>=7.2.2",
     # https://github.com/fastapi-practices/fastapi_best_architecture/issues/887
     "psycopg[binary]==3.2.10",
     "pwdlib>=0.3.0",
@@ -67,7 +69,7 @@ dev = [
     "pytest-sugar>=1.1.1",
 ]
 lint = [
-    "prek>=0.3.0",
+    "prek>=0.3.1",
 ]
 server = [
     "aio-pika>=9.5.8",
diff --git a/requirements.txt b/requirements.txt
index 01886eea..8db78d87 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,7 +1,7 @@
 # This file was autogenerated by uv via the following command:
 #    uv export -o requirements.txt --no-hashes
 -e .
-alembic==1.18.1
+alembic==1.18.3
     # via fastapi-best-architecture
 amqp==5.3.1
     # via kombu
@@ -73,7 +73,7 @@ colorama==0.4.6 ; sys_platform == 'win32'
     #   loguru
     #   pytest
     #   uvicorn
-cryptography==46.0.3
+cryptography==46.0.4
     # via fastapi-best-architecture
 dnspython==2.8.0
     # via email-validator
@@ -99,7 +99,7 @@ fastapi-cli==0.0.20
     # via fastapi
 fastapi-limiter==0.1.6
     # via fastapi-best-architecture
-fastapi-pagination==0.15.6
+fastapi-pagination==0.15.9
     # via fastapi-best-architecture
 flower==2.0.1
     # via fastapi-best-architecture
@@ -107,9 +107,9 @@ gevent==25.9.1
     # via fastapi-best-architecture
 googleapis-common-protos==1.72.0
     # via opentelemetry-exporter-otlp-proto-grpc
-granian==2.6.1
+granian==2.7.0
     # via fastapi-best-architecture
-greenlet==3.3.0
+greenlet==3.3.1
     # via
     #   gevent
     #   sqlalchemy
@@ -168,6 +168,8 @@ opentelemetry-api==1.39.1
     #   opentelemetry-exporter-otlp-proto-grpc
     #   opentelemetry-instrumentation
     #   opentelemetry-instrumentation-asgi
+    #   opentelemetry-instrumentation-asyncio
+    #   opentelemetry-instrumentation-celery
     #   opentelemetry-instrumentation-fastapi
     #   opentelemetry-instrumentation-httpx
     #   opentelemetry-instrumentation-logging
@@ -182,6 +184,8 @@ opentelemetry-exporter-otlp-proto-grpc==1.39.1
 opentelemetry-instrumentation==0.60b1
     # via
     #   opentelemetry-instrumentation-asgi
+    #   opentelemetry-instrumentation-asyncio
+    #   opentelemetry-instrumentation-celery
     #   opentelemetry-instrumentation-fastapi
     #   opentelemetry-instrumentation-httpx
     #   opentelemetry-instrumentation-logging
@@ -189,6 +193,10 @@ opentelemetry-instrumentation==0.60b1
     #   opentelemetry-instrumentation-sqlalchemy
 opentelemetry-instrumentation-asgi==0.60b1
     # via opentelemetry-instrumentation-fastapi
+opentelemetry-instrumentation-asyncio==0.60b1
+    # via fastapi-best-architecture
+opentelemetry-instrumentation-celery==0.60b1
+    # via fastapi-best-architecture
 opentelemetry-instrumentation-fastapi==0.60b1
     # via fastapi-best-architecture
 opentelemetry-instrumentation-httpx==0.60b1
@@ -211,6 +219,8 @@ opentelemetry-semantic-conventions==0.60b1
     # via
     #   opentelemetry-instrumentation
     #   opentelemetry-instrumentation-asgi
+    #   opentelemetry-instrumentation-asyncio
+    #   opentelemetry-instrumentation-celery
     #   opentelemetry-instrumentation-fastapi
     #   opentelemetry-instrumentation-httpx
     #   opentelemetry-instrumentation-redis
@@ -231,18 +241,18 @@ pillow==12.1.0
     # via fast-captcha
 pluggy==1.6.0
     # via pytest
-prek==0.3.0
+prek==0.3.1
 prometheus-client==0.24.1
     # via
     #   fastapi-best-architecture
     #   flower
 prompt-toolkit==3.0.52
     # via click-repl
-protobuf==6.33.4
+protobuf==6.33.5
     # via
     #   googleapis-common-protos
     #   opentelemetry-proto
-psutil==7.2.1
+psutil==7.2.2
     # via fastapi-best-architecture
 psycopg==3.2.10
     # via fastapi-best-architecture
@@ -291,7 +301,7 @@ python-engineio==4.13.0
     # via python-socketio
 python-jose==3.5.0
     # via fastapi-best-architecture
-python-multipart==0.0.21
+python-multipart==0.0.22
     # via fastapi
 python-socketio==5.16.0
     # via fastapi-best-architecture
@@ -303,12 +313,12 @@ redis==7.1.0
     # via
     #   fastapi-best-architecture
     #   fastapi-limiter
-rich==14.2.0
+rich==14.3.2
     # via
     #   cappa
     #   rich-toolkit
     #   typer
-rich-toolkit==0.17.1
+rich-toolkit==0.18.1
     # via fastapi-cli
 rsa==4.9.1
     # via python-jose
@@ -390,7 +400,7 @@ tzlocal==5.3.1
     # via celery
 ua-parser==1.0.1
     # via user-agents
-ua-parser-builtins==202601
+ua-parser-builtins==202602
     # via ua-parser
 urllib3==2.6.3
     # via dulwich
@@ -409,7 +419,7 @@ vine==5.1.0
     #   kombu
 watchfiles==1.1.1
     # via uvicorn
-wcwidth==0.3.0
+wcwidth==0.5.3
     # via prompt-toolkit
 websockets==16.0
     # via uvicorn
@@ -418,6 +428,7 @@ win32-setctime==1.2.0 ; sys_platform == 'win32'
 wrapt==1.17.3
     # via
     #   opentelemetry-instrumentation
+    #   opentelemetry-instrumentation-asyncio
     #   opentelemetry-instrumentation-httpx
     #   opentelemetry-instrumentation-redis
     #   opentelemetry-instrumentation-sqlalchemy
diff --git a/uv.lock b/uv.lock
index 828c7e1e..e1d8e476 100644
--- a/uv.lock
+++ b/uv.lock
@@ -35,7 +35,7 @@ wheels = [
 
 [[package]]
 name = "alembic"
-version = "1.18.1"
+version = "1.18.3"
 source = { registry = "https://mirrors.aliyun.com/pypi/simple" }
 dependencies = [
     { name = "mako" },
@@ -43,9 +43,9 @@ dependencies = [
     { name = "tomli", marker = "python_full_version < '3.11'" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://mirrors.aliyun.com/pypi/packages/49/cc/aca263693b2ece99fa99a09b6d092acb89973eb2bb575faef1777e04f8b4/alembic-1.18.1.tar.gz", hash = "sha256:83ac6b81359596816fb3b893099841a0862f2117b2963258e965d70dc62fb866" }
+sdist = { url = "https://mirrors.aliyun.com/pypi/packages/79/41/ab8f624929847b49f84955c594b165855efd829b0c271e1a8cac694138e5/alembic-1.18.3.tar.gz", hash = "sha256:1212aa3778626f2b0f0aa6dd4e99a5f99b94bd25a0c1ac0bba3be65e081e50b0" }
 wheels = [
-    { url = "https://mirrors.aliyun.com/pypi/packages/83/36/cd9cb6101e81e39076b2fbe303bfa3c85ca34e55142b0324fcbf22c5c6e2/alembic-1.18.1-py3-none-any.whl", hash = "sha256:f1c3b0920b87134e851c25f1f7f236d8a332c34b75416802d06971df5d1b7810" },
+    { url = "https://mirrors.aliyun.com/pypi/packages/45/8e/d79281f323e7469b060f15bd229e48d7cdd219559e67e71c013720a88340/alembic-1.18.3-py3-none-any.whl", hash = "sha256:12a0359bfc068a4ecbb9b3b02cf77856033abfdb59e4a5aca08b7eacd7b74ddd" },
 ]
 
 [[package]]
@@ -617,67 +617,62 @@ wheels = [
 
 [[package]]
 name = "cryptography"
-version = "46.0.3"
+version = "46.0.4"
 source = { registry = "https://mirrors.aliyun.com/pypi/simple" }
 dependencies = [
     { name = "cffi", marker = "platform_python_implementation != 'PyPy'" },
     { name = "typing-extensions", marker = "python_full_version < '3.11'" },
 ]
-sdist = { url = "https://mirrors.aliyun.com/pypi/packages/9f/33/c00162f49c0e2fe8064a62cb92b93e50c74a72bc370ab92f86112b33ff62/cryptography-46.0.3.tar.gz", hash = "sha256:a8b17438104fed022ce745b362294d9ce35b4c2e45c1d958ad4a4b019285f4a1" }
+sdist = { url = "https://mirrors.aliyun.com/pypi/packages/78/19/f748958276519adf6a0c1e79e7b8860b4830dda55ccdf29f2719b5fc499c/cryptography-46.0.4.tar.gz", hash = "sha256:bfd019f60f8abc2ed1b9be4ddc21cfef059c841d86d710bb69909a688cbb8f59" }
 wheels = [
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 ]
 
 [[package]]
@@ -830,6 +825,8 @@ dependencies = [
     { name = "loguru" },
     { name = "msgspec" },
     { name = "opentelemetry-exporter-otlp-proto-grpc" },
+    { name = "opentelemetry-instrumentation-asyncio" },
+    { name = "opentelemetry-instrumentation-celery" },
     { name = "opentelemetry-instrumentation-fastapi" },
     { name = "opentelemetry-instrumentation-httpx" },
     { name = "opentelemetry-instrumentation-logging" },
@@ -869,7 +866,7 @@ server = [
 
 [package.metadata]
 requires-dist = [
-    { name = "alembic", specifier = ">=1.18.1" },
+    { name = "alembic", specifier = ">=1.18.3" },
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     { name = "asyncmy", specifier = ">=0.2.11" },
     { name = "asyncpg", specifier = ">=0.31.0" },
@@ -878,21 +875,23 @@ requires-dist = [
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     { name = "celery", specifier = ">=5.6.2" },
     { name = "celery-aio-pool", specifier = ">=0.1.0rc8" },
-    { name = "cryptography", specifier = ">=46.0.3" },
+    { name = "cryptography", specifier = ">=46.0.4" },
     { name = "dulwich", specifier = ">=1.0.0" },
     { name = "fast-captcha", specifier = ">=0.3.2" },
     { name = "fastapi", extras = ["standard-no-fastapi-cloud-cli"], specifier = ">=0.128.0" },
     { name = "fastapi-limiter", specifier = ">=0.1.6" },
-    { name = "fastapi-pagination", specifier = ">=0.15.6" },
+    { name = "fastapi-pagination", specifier = ">=0.15.9" },
     { name = "flower", specifier = ">=2.0.1" },
     { name = "gevent", specifier = ">=25.9.1" },
-    { name = "granian", specifier = ">=2.6.1" },
+    { name = "granian", specifier = ">=2.7.0" },
     { name = "ip2loc", specifier = ">=1.0.0" },
     { name = "itsdangerous", specifier = ">=2.2.0" },
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     { name = "loguru", specifier = ">=0.7.3" },
     { name = "msgspec", specifier = ">=0.20.0" },
     { name = "opentelemetry-exporter-otlp-proto-grpc", specifier = ">=1.39.1" },
+    { name = "opentelemetry-instrumentation-asyncio", specifier = ">=0.60b1" },
+    { name = "opentelemetry-instrumentation-celery", specifier = ">=0.60b1" },
     { name = "opentelemetry-instrumentation-fastapi", specifier = ">=0.60b1" },
     { name = "opentelemetry-instrumentation-httpx", specifier = ">=0.60b1" },
     { name = "opentelemetry-instrumentation-logging", specifier = ">=0.60b1" },
@@ -900,7 +899,7 @@ requires-dist = [
     { name = "opentelemetry-instrumentation-sqlalchemy", specifier = ">=0.60b1" },
     { name = "opentelemetry-sdk", specifier = ">=1.39.1" },
     { name = "prometheus-client", specifier = ">=0.24.1" },
-    { name = "psutil", specifier = ">=7.2.1" },
+    { name = "psutil", specifier = ">=7.2.2" },
     { name = "psycopg", extras = ["binary"], specifier = "==3.2.10" },
     { name = "pwdlib", specifier = ">=0.3.0" },
     { name = "pydantic", specifier = ">=2.12.5" },
@@ -922,7 +921,7 @@ dev = [
     { name = "pytest", specifier = ">=9.0.2" },
     { name = "pytest-sugar", specifier = ">=1.1.1" },
 ]
-lint = [{ name = "prek", specifier = ">=0.3.0" }]
+lint = [{ name = "prek", specifier = ">=0.3.1" }]
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