update

2026-07-03 14:34:33 +08:00
commit c153853ca8
18 changed files with 7036 additions and 0 deletions
--- a/scenarios/init.py
+++ b/scenarios/init.py
--- a/scenarios/tc_generator.py
+++ b/scenarios/tc_generator.py
@@ -0,0 +1,390 @@
+import re
+import sys
+import json
+from pathlib import Path
+
+from typing import Callable, Any
+
+import pytest
+import yaml
+from glrocky.core.logger import logger
+from glrocky.framework.marks import Marks as M
+from glrocky.framework.schemas import Device
+from glrocky.services.dify.dify import run_workflow
+from loguru._logger import Logger
+from pydantic import BaseModel, ConfigDict, Field, field_serializer
+import socket
+
+
+def _get_local_ip() -> str:
+    s = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
+    s.connect(("8.8.8.8", 80))
+    ip: str = s.getsockname()[0]
+    s.close()
+    return str(ip)
+
+
+PRODUCTION_EXECUTOR = "192.168.0.139"
+IS_PRODUCTION = _get_local_ip() == PRODUCTION_EXECUTOR
+
+
+class MetricManager:
+    def __init__(self, metric):
+        self.metric = metric
+
+    def new_span(self, m_type: str = "default", m_id: str = "default", m_iter: int = 1):
+        self.metric.span(m_type, m_id, m_iter)
+
+    def _smart_name_label(self, name: str, label: str | None) -> tuple[str, str]:
+        """retruns: (name,label)"""
+        if not name:
+            raise ValueError()
+        if not name.strip():
+            raise ValueError("Empty name")
+
+        if label:
+            return name, label
+        for sep in ("|", ":"):
+            if sep in name:
+                _n, _l = name.split(sep, maxsplit=1)
+                return (_n, _l)
+        return name, name
+
+    def add_text_metric(self, name: str, value: str, label: str | None = None):
+        _n, _l = self._smart_name_label(name, label)
+        self.metric.add(
+            name=_n,
+            label=_l,
+            value=value,
+            type="text",
+        )
+
+    def add_number_metric(self, name: str, value: float, label: str | None = None):
+        _n, _l = self._smart_name_label(name, label)
+        self.metric.add(
+            name=_n,
+            label=_l,
+            value=value,
+            type="number",
+        )
+
+    def add_image_metric(self, name: str, value: Path | str, label: str | None = None):
+        _n, _l = self._smart_name_label(name, label)
+        self.metric.add(
+            name=_n,
+            label=_l,
+            value=str(value),
+            type="image",
+        )
+
+    def add_video_metric(self, name: str, value: Path | str, label: str | None = None):
+        _n, _l = self._smart_name_label(name, label)
+        self.metric.add(
+            name=_n,
+            label=_l,
+            value=value,
+            type="video",
+        )
+
+    def send(self):
+        self.metric.send_all()
+
+    def from_dict(self, the_dict: dict[str, Any]):
+        if not the_dict:
+            raise ValueError("dict is null")
+        for _k, v in the_dict.items():
+            k = {
+                "result": "result|结果", # True ,False
+                "_dify_result": "_dify_result|业务完成", # True ,False
+                "_dify_message": "_dify_message|业务错误信息", # string,None
+                "resultText": "resultText|文本结果",
+                "recordVideo": "recordVideo|录像",
+                "recordAudio": "recordAudio|录音",
+                "screenshotList": "screenshotList|截图",
+                "firstToken": "firstToken|首字符时长",
+                "timeSeries":"timeSeries|时间序列",
+                "fileList":"fileList|文件"
+            }.get(_k, _k)
+            logger.info(k)
+
+            if v is None:
+                self.add_text_metric(name=k, value="")
+            elif isinstance(v, (int, float)):
+                self.add_number_metric(name=k, value=v)
+            elif isinstance(v, str):
+                self.add_text_metric(name=k, value=v)
+            elif isinstance(v, Path):
+                if v.suffix.lower() in (".jpg", ".png", ".gif", ".bmp"):
+                    self.add_image_metric(name=k, value=str(v.resolve()))
+                elif v.suffix.lower() in (".mp4", ".mkv"):
+                    self.add_video_metric(name=k, value=str(v.resolve()))
+                else:
+                    self.add_text_metric(name=k, value=str(v.resolve()))
+            else:
+                raise NotImplementedError(f"{type(v)} not supported")
+
+
+class DifySettings(BaseModel):
+    difyUrl: str = Field(
+        title="Dify服务地址",
+    )
+    difyWorkflowId: str = Field(
+        title="Dify工作流ID",
+    )
+    difyApiKey: str = Field(
+        title="Dify API密钥",
+    )
+
+
+class MaterialForDify(BaseModel):
+    paramGroupUuid: list[str] = Field(default=[], title="UUID", description="UUID")
+    inputTextList: list[str] = Field(
+        default=[], title="对话列表，支持多轮对话", description="对话列表，支持多轮对话"
+    )
+    prompt: list[str] = Field(default=[], title="提示词", description="提示词")
+    model_config = ConfigDict(arbitrary_types_allowed=True)  # allows uuid extra...
+
+def pre_process_material(input:list[str])->str:
+    
+    assert isinstance(input,list)
+    if not input:
+        return json.dumps([],ensure_ascii=False)
+    result=[]
+    p=re.compile(r"Q\d+\s*[:：\.]+\s*",flags=re.MULTILINE)
+    for text in input:
+        splited=re.split(p,text,maxsplit=50)
+        for part in splited:
+            if not part.strip():
+                continue
+            result.append(part.strip())    
+    return json.dumps(result, ensure_ascii=False)
+
+
+class DifyPayload(BaseModel):
+    inputTextList: list[str] | str
+    prompt: list[str] | str
+    deviceId: str
+    address: str
+    caseId:str  # 用例名称，当前运行的用例编号
+    appName: str | None = None
+
+    @field_serializer("inputTextList")
+    def serialize_input_text(self, value: list[str] | str) -> str:
+        if isinstance(value, list):            
+            return pre_process_material(value)
+        return value
+
+    @field_serializer("prompt")
+    def serialize_prompt_as_single_str(self, value: list[str] | str) -> str:
+        if isinstance(value, list):
+            return value[0] if len(value) > 0 else ""
+        return value
+
+
+def call_dify(
+    case_meta_info:dict[str,str],
+    logger: Logger,
+    device_info: Device,
+    material: list[MaterialForDify],
+    dify_cfg: DifySettings,
+    metric,
+    material_reporter,
+    app_name: str | None = None,
+):
+    # logger.info(device_info.device_serial)
+    logger.info(dify_cfg)
+
+    event_callbacks: dict[str, Callable[..., None]] = {}
+
+    def on_node_started(c, n, d: dict[str, Any]):
+        logger.info(f"开始执行:{d.get('title', '')}")
+        logger.info(f"输入节点参数：{d.get('inputs')}")
+
+    def on_node_finished(c, n, d):
+        logger.info(f"结束执行:{d.get('title', '')}")
+        logger.info(f"节点输出：{d.get('outputs')}")
+
+    event_callbacks["on_node_started"] = on_node_started
+    event_callbacks["on_node_finished"] = on_node_finished
+    if not material or len(material) < 1:
+        raise RuntimeError("缺少素材")
+    else:
+        logger.info(f"下发素材：{material}")
+    mm = MetricManager(metric)
+
+    for material_index, item in enumerate(material, 1):
+        paramGroupUuid = item.paramGroupUuid[0]
+        assert paramGroupUuid, "The param Group Uuid Value must be set."
+
+        material_reporter.begin(paramGroupUuid)
+        dify_final_status = False
+        try:
+            # IMPORTANT: the group uuid for params
+            payload = DifyPayload(
+                **item.model_dump(),
+                deviceId=device_info.device_serial,
+                address=_get_local_ip(),
+                caseId=case_meta_info.get('id','Unkown'),
+                appName=app_name,
+            )
+            logger.info(f"payload send to dify:\n{payload.model_dump_json()}\n")
+            mm.new_span("default", f"default-{material_index}", material_index)
+            result = run_workflow(
+                api_key=dify_cfg.difyApiKey,
+                base_url=dify_cfg.difyUrl,
+                workflow_id=dify_cfg.difyWorkflowId,
+                inputs=payload.model_dump(),
+                event_callbacks=event_callbacks,
+            )
+            logger.info(f"工作流返回结果:{result.outputs}")
+            logger.info(f"工作流最终状态:{result.success}")
+
+            if result.outputs and len(result.outputs):
+                logger.info("提交结果到执行器")
+                mm.from_dict(result.outputs)
+                metric.send_all()
+                logger.info("提交结果到执行器完成")
+            else:
+                logger.warning("dify 工作流无返回")
+            if not result.success:
+                logger.error(f"工作流执行失败:{result.error}")
+            dify_final_status = result.success
+        except Exception as e:
+            logger.error(e)
+            dify_final_status = False
+            continue  # do not break next round
+        finally:
+            material_reporter.end_with(paramGroupUuid, dify_final_status)
+
+
+def make_dify_test(
+    case_meta: dict[str, str],
+    apps_config: dict[str, DifySettings] | None = None,
+) -> Callable[..., None]:
+    @M.meta(**case_meta)
+    def _func(
+        logger: Logger,
+        device_info: Device,
+        material: list[MaterialForDify],
+        metric,
+        material_reporter,
+        meta,
+    ) -> None:
+        dify_settings = apps_config.get(meta.app_name) if apps_config else None
+        call_dify(
+            case_meta,
+            logger,
+            device_info,
+            material,
+            dify_cfg=dify_settings,
+            metric=metric,
+            material_reporter=material_reporter,
+            app_name=meta.app_name,
+        )
+
+    return _func
+
+
+def make_skip_test(meta: dict[str, str]) -> Callable[..., None]:
+    @M.skip(reason=f"{meta['id']} 未实现")
+    @M.meta(**meta)
+    def _func(
+        logger: Logger,
+        device_info: Device,
+        material: list[MaterialForDify],
+        metric,        
+    ) -> None:
+        logger.error(f"此用例在手机{device_info.device_serial}上暂未实现")
+        assert False, "not implemented"
+
+    return _func
+
+
+def generate_cases_from_yaml(module_name: str, yaml_path: Path):
+    if not yaml_path.exists():
+        logger.warning(f"Test case definition file not found: {yaml_path}")
+        return
+
+    with open(file=yaml_path, mode="r", encoding="utf-8") as f:
+        all_cases: list[dict[str, Any]] = yaml.safe_load(  # pyright: ignore[reportAny]
+            f
+        )
+    if not all_cases:
+        return
+    for case_info in all_cases["cases"]:
+        if not isinstance(case_info, dict):
+            logger.debug(f"Skipping non-dictionary item in YAML file: {case_info}")
+            continue
+        case_id: str = case_info.get("id",'')
+        if not case_id:
+            logger.warning(f"用例  缺少 case_id 字段。{case_info=}")
+            pytest.fail(f"用例  缺少 case_id 字段。{case_info=}")
+        description: str = case_info.get("description",'')
+        if not description:
+            logger.warning(f"用例{case_id} 缺少 description 字段。")
+            pytest.fail(f"用例{case_id} 缺少 description 字段。")
+        action: str = case_info.get("action", "skipped")
+
+        meta = {"id": case_id, "description": description, "appNames": ["agent"]}
+        fn_name = f"test_{case_id.lower().replace('-', '_')}"
+
+        if action == "dify":
+            apps_config: dict[str, DifySettings] = {}
+            if apps_list := case_info.get("apps"):
+                app_names = []
+                for app_entry in apps_list:
+                    name = app_entry.get("name", "")
+                    app_names.append(name)
+                    if cfg_block := app_entry.get("dify_config"):
+                        env_key = "production" if IS_PRODUCTION else "testing"
+                        if env_cfg := cfg_block.get(env_key):
+                            apps_config[name] = DifySettings(
+                                difyUrl=env_cfg.get("url"),
+                                difyWorkflowId=env_cfg.get("workflow_id"),
+                                difyApiKey=env_cfg.get("api_key"),
+                            )
+                meta["appNames"] = app_names
+            elif cfg_block := case_info.get("dify_config"):
+                env_key = "production" if IS_PRODUCTION else "testing"
+                if env_cfg := cfg_block.get(env_key):
+                    apps_config["agent"] = DifySettings(
+                        difyUrl=env_cfg.get("url"),
+                        difyWorkflowId=env_cfg.get("workflow_id"),
+                        difyApiKey=env_cfg.get("api_key"),
+                    )
+                meta["appNames"] = ["agent"]
+            fn = make_dify_test(meta, apps_config or None)
+        elif action == "skipped":
+            fn = make_skip_test(meta)
+        elif action == "custom":
+            logger.info(f"Case {case_id} is a custom test.")
+            continue
+        else:
+            logger.warning(f"Unknown action '{action}' for case {case_id}. Skipping.")
+            continue
+
+        setattr(sys.modules[module_name], fn_name, fn)
+        logger.info(f"Generated {fn_name} for {case_id} with action '{action}'")
+
+
+# class TC_CUSTOME_CONFIG(BaseModel):
+#     phoneNumber: str = Field(
+#         default="15338070617", title="拨号电话", description="待测机的手机号码"
+#     )
+# @M.meta(id="TC-9991")
+# def tc_9991(cfg:TC_CUSTOME_CONFIG):
+#     ...
+# class TC_CUSTOME_CONFIG2(BaseModel):
+#     phoneNumber: str = Field(
+#         default="15338070617", title="拨号电话", description="待测机的手机号码"
+#     )
+#     phoneNumber2: str = Field(
+#         default="15338070617", title="拨号电话", description="待测机的手机号码"
+#     )
+# def tc_9992(cfg:TC_CUSTOME_CONFIG2):
+#     ...
+
+
+YAML_FILE = Path(__file__).parent / "test_cases.yaml"
+generate_cases_from_yaml(__name__, YAML_FILE)
+
--- a/scenarios/test_cases.yaml
+++ b/scenarios/test_cases.yaml
@@ -0,0 +1,981 @@
+dify_templates:
+  tianjin_dify_config: &testing_config
+    url: "http://192.168.0.213:8090/v1"
+    workflow_id: "b054aa56-fc1f-4770-9969-edb731831e73"
+    api_key: "app-0ukQIPzRCuaXv4UaBUTFGhVF"
+  guangzhou_dify_config: &production_config
+    url: "http://192.168.0.140:8090/v1"
+    workflow_id: "4b0f55c0-348b-4c51-a536-ce2c95d122bf"
+    api_key: "app-ByiOi9gp9WA2ejFgkUy8VR1n"   
+cases:
+
+  - id: TC-0101-audio
+    description: AI代接
+    category: AI社交.语音交流
+    action: skipped    
+
+  - id: TC-0102-audio
+    description: 通话实时翻译
+    category: AI社交.语音交流
+    action: skipped
+
+  - id: TC-0103-audio
+    description: 通话摘要
+    category: AI社交.语音交流
+    action: skipped
+
+  - id: TC-0104-txt
+    description: 文本通话
+    category: AI社交.语音交流
+    action: skipped
+
+  - id: TC-0105-audio
+    description: AI通话降噪
+    category: AI社交.语音交流
+    action: skipped
+
+  - id: TC-0106-audio
+    description: AI隐私保护（防漏音）
+    category: AI社交.语音交流
+    action: skipped
+
+  - id: TC-0107-audio
+    description: 对话翻译
+    category: AI社交.语音交流
+    action: skipped
+
+  - id: TC-0108-audio
+    description: 面对面同声传译
+    category: AI社交.语音交流
+    action: skipped
+
+  - id: TC-0109-txt
+    description: AI短信
+    category: AI社交.短信
+    action: skipped
+
+  - id: TC-0110-txt
+    description: AR虚拟表情
+    category: AI社交.短信
+    action: skipped
+
+  - id: TC-0110-img
+    description: AR虚拟表情
+    category: AI社交.短信
+    action: skipped
+
+  - id: TC-0111-video
+    description: 视频电话AI鉴伪
+    category: AI社交.社交应用
+    action: skipped
+
+  - id: TC-0112-doc
+    description: 语音快传
+    category: AI社交.语音快传
+    action: skipped
+
+  - id: TC-0112-img
+    description: 语音快传
+    category: AI社交.语音快传
+    action: skipped
+
+  - id: TC-0113-txt
+    description: 社交应用内翻译
+    category: AI社交.跨语言沟通
+    action: skipped
+
+  - id: TC-0201-img
+    description: 日程管理
+    category: AI办公.日程管理
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "64b1f907-5cd6-4ed0-b03b-d0ae0b3d2508"
+          api_key: "app-mCAGe4O0UavVujE7QDV2Rb42"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "2efde4e1-c0b7-4577-b10d-fe3212e03f68"
+          api_key: "app-esd86YCuKVURPBBgquXZT9U1"
+
+  - id: TC-0201-audio
+    description: 日程管理
+    category: AI办公.日程管理
+    action: skipped  
+
+  - id: TC-0202-audio
+    description: 语音转写
+    category: AI办公.会议助手
+    action: skipped
+
+  - id: TC-0202-video
+    description: 语音转写
+    category: AI办公.会议助手
+    action: skipped
+
+  - id: TC-0203-doc
+    description: 智能纪要
+    category: AI办公.会议助手
+    action: skipped
+
+  - id: TC-0204-txt
+    description: 文稿创作
+    category: AI办公.工作文稿处理
+    action: dify
+    dify_config:
+      production: *production_config
+      testing: *testing_config
+
+  - id: TC-0204-img
+    description: 文稿创作
+    category: AI办公.工作文稿处理
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "64b1f907-5cd6-4ed0-b03b-d0ae0b3d2508"
+          api_key: "app-mCAGe4O0UavVujE7QDV2Rb42"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "2efde4e1-c0b7-4577-b10d-fe3212e03f68"
+          api_key: "app-esd86YCuKVURPBBgquXZT9U1"
+
+  - id: TC-0205-txt
+    description: 文稿润色-文本
+    category: AI办公.工作文稿处理
+    action: dify
+    dify_config:
+      production: *production_config
+      testing: *testing_config
+
+  - id: TC-0205-doc
+    description: 文稿润色-文档
+    category: AI办公.工作文稿处理
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "22559a81-78f9-4d9b-9414-111854df41ec"
+          api_key: "app-HZJw84iY0byIxGbQv4Cnpz52"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "676b86bd-4dd7-4326-b696-905b8a27ebb1"
+          api_key: "app-SUoEb1FNixXwUQN5g26NpH8T"       
+
+  - id: TC-0206-txt
+    description: 文稿排版
+    category: AI办公.工作文稿处理
+    action: dify
+    dify_config:
+      production: *production_config
+      testing: *testing_config
+
+  - id: TC-0206-doc
+    description: 文稿排版
+    category: AI办公.工作文稿处理
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "22559a81-78f9-4d9b-9414-111854df41ec"
+          api_key: "app-HZJw84iY0byIxGbQv4Cnpz52"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "676b86bd-4dd7-4326-b696-905b8a27ebb1"
+          api_key: "app-SUoEb1FNixXwUQN5g26NpH8T"   
+
+  - id: TC-0207-txt
+    description: 长文本摘要
+    category: AI办公.工作文稿处理
+    action: dify
+    dify_config:
+      production: *production_config
+      testing: *testing_config
+
+  - id: TC-0208-doc
+    description: 文档摘要
+    category: AI办公.工作文稿处理
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "22559a81-78f9-4d9b-9414-111854df41ec"
+          api_key: "app-HZJw84iY0byIxGbQv4Cnpz52"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "676b86bd-4dd7-4326-b696-905b8a27ebb1"
+          api_key: "app-SUoEb1FNixXwUQN5g26NpH8T"   
+
+  - id: TC-0209-doc
+    description: 多语言摘要
+    category: AI办公.工作文稿处理
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "22559a81-78f9-4d9b-9414-111854df41ec"
+          api_key: "app-HZJw84iY0byIxGbQv4Cnpz52"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "676b86bd-4dd7-4326-b696-905b8a27ebb1"
+          api_key: "app-SUoEb1FNixXwUQN5g26NpH8T"   
+
+  - id: TC-0210-img
+    description: 图片转表格
+    category: AI办公.表格处理
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "64b1f907-5cd6-4ed0-b03b-d0ae0b3d2508"
+          api_key: "app-mCAGe4O0UavVujE7QDV2Rb42"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "2efde4e1-c0b7-4577-b10d-fe3212e03f68"
+          api_key: "app-esd86YCuKVURPBBgquXZT9U1"
+
+  - id: TC-0211-img
+    description: 表格提取
+    category: AI办公.表格处理
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "64b1f907-5cd6-4ed0-b03b-d0ae0b3d2508"
+          api_key: "app-mCAGe4O0UavVujE7QDV2Rb42"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "2efde4e1-c0b7-4577-b10d-fe3212e03f68"
+          api_key: "app-esd86YCuKVURPBBgquXZT9U1"
+
+  - id: TC-0212-txt
+    description: 文件搜索
+    category: AI办公.AI全局搜索
+    action: skipped
+
+  - id: TC-0213-txt
+    description: 图片搜索
+    category: AI办公.AI全局搜索
+    action: skipped
+
+  - id: TC-0214-txt
+    description: PPT生成
+    category: AI办公.PPT生成
+    action: skipped
+
+  - id: TC-0214-doc
+    description: PPT生成
+    category: AI办公.PPT生成
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "22559a81-78f9-4d9b-9414-111854df41ec"
+          api_key: "app-HZJw84iY0byIxGbQv4Cnpz52"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "676b86bd-4dd7-4326-b696-905b8a27ebb1"
+          api_key: "app-SUoEb1FNixXwUQN5g26NpH8T" 
+
+  - id: TC-0215-doc
+    description: 思维导图
+    category: AI办公.思维导图生成
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "22559a81-78f9-4d9b-9414-111854df41ec"
+          api_key: "app-HZJw84iY0byIxGbQv4Cnpz52"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "676b86bd-4dd7-4326-b696-905b8a27ebb1"
+          api_key: "app-SUoEb1FNixXwUQN5g26NpH8T" 
+
+  - id: TC-0216-txt
+    description: 代码
+    category: AI办公.代码生成
+    action: dify
+    dify_config:
+      production: *production_config
+      testing: *testing_config
+
+  - id: TC-0217-txt
+    description: 实时翻译
+    category: AI办公.翻译
+    action: skipped
+
+  - id: TC-0218-txt
+    description: AI帮写邮件
+    category: AI办公.文稿处理
+    action: skipped
+
+  - id: TC-0219-txt
+    description: 邮件翻译
+    category: AI办公.文稿处理
+    action: skipped
+
+  - id: TC-0220-txt
+    description: 邮件总结摘要
+    category: AI办公.文稿处理
+    action: skipped
+
+  - id: TC-0221-txt
+    description: 网页摘要
+    category: AI办公.文稿处理
+    action: skipped
+
+  - id: TC-0301-txt
+    description: 用机问答
+    category: AI学习.学习问答
+    action: dify
+    dify_config:
+      production: *production_config
+      testing: *testing_config
+
+  - id: TC-0302-doc
+    description: 文档问答
+    category: AI学习.学习问答
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "22559a81-78f9-4d9b-9414-111854df41ec"
+          api_key: "app-HZJw84iY0byIxGbQv4Cnpz52"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "676b86bd-4dd7-4326-b696-905b8a27ebb1"
+          api_key: "app-SUoEb1FNixXwUQN5g26NpH8T"   
+
+  - id: TC-0303-txt
+    description: 对话问答
+    category: AI学习.学习问答
+    action: dify
+    dify_config:
+      production: *production_config
+      testing: *testing_config
+
+  - id: TC-0304-txt
+    description: 网页问答
+    category: AI学习.学习问答
+    action: dify
+    dify_config:
+      production: *production_config
+      testing: *testing_config
+
+  - id: TC-0305-img
+    description: 多模态问答
+    category: AI学习.学习问答
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "64b1f907-5cd6-4ed0-b03b-d0ae0b3d2508"
+          api_key: "app-mCAGe4O0UavVujE7QDV2Rb42"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "2efde4e1-c0b7-4577-b10d-fe3212e03f68"
+          api_key: "app-esd86YCuKVURPBBgquXZT9U1"
+
+  - id: TC-0305-audio
+    description: 多模态问答
+    category: AI学习.学习问答
+    action: skipped
+
+  - id: TC-0305-video
+    description: 多模态问答
+    category: AI学习.学习问答
+    action: skipped
+
+  - id: TC-0306-txt
+    description: 深度推理
+    category: AI学习.学习问答
+    action: dify
+    dify_config:
+      production: *production_config
+      testing: *testing_config
+
+  - id: TC-0307-txt
+    description: 文本翻译
+    category: AI学习.翻译
+    action: dify
+    dify_config:
+      production: *production_config
+      testing: *testing_config
+
+  - id: TC-0308-doc
+    description: 文档翻译
+    category: AI学习.翻译
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "22559a81-78f9-4d9b-9414-111854df41ec"
+          api_key: "app-HZJw84iY0byIxGbQv4Cnpz52"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "676b86bd-4dd7-4326-b696-905b8a27ebb1"
+          api_key: "app-SUoEb1FNixXwUQN5g26NpH8T"   
+
+  - id: TC-0309-txt
+    description: 网页翻译
+    category: AI学习.翻译
+    action: skipped
+
+  - id: TC-0310-audio
+    description: 口语陪练
+    category: AI学习.AI教学
+    action: skipped
+
+  - id: TC-0311-img
+    description: 图片解题
+    category: AI学习.AI教学
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "64b1f907-5cd6-4ed0-b03b-d0ae0b3d2508"
+          api_key: "app-mCAGe4O0UavVujE7QDV2Rb42"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "2efde4e1-c0b7-4577-b10d-fe3212e03f68"
+          api_key: "app-esd86YCuKVURPBBgquXZT9U1"
+
+  - id: TC-0312-img
+    description: 拍摄解题
+    category: AI学习.AI教学
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "64b1f907-5cd6-4ed0-b03b-d0ae0b3d2508"
+          api_key: "app-mCAGe4O0UavVujE7QDV2Rb42"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "2efde4e1-c0b7-4577-b10d-fe3212e03f68"
+          api_key: "app-esd86YCuKVURPBBgquXZT9U1"
+
+  - id: TC-0313-img
+    description: 试卷还原
+    category: AI学习.AI教学
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "64b1f907-5cd6-4ed0-b03b-d0ae0b3d2508"
+          api_key: "app-mCAGe4O0UavVujE7QDV2Rb42"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "2efde4e1-c0b7-4577-b10d-fe3212e03f68"
+          api_key: "app-esd86YCuKVURPBBgquXZT9U1"
+
+  - id: TC-0314-img
+    description: 作业批改
+    category: AI学习.AI教学
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "64b1f907-5cd6-4ed0-b03b-d0ae0b3d2508"
+          api_key: "app-mCAGe4O0UavVujE7QDV2Rb42"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "2efde4e1-c0b7-4577-b10d-fe3212e03f68"
+          api_key: "app-esd86YCuKVURPBBgquXZT9U1"
+
+  - id: TC-0315-img
+    description: 作业讲解
+    category: AI学习.AI教学
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "64b1f907-5cd6-4ed0-b03b-d0ae0b3d2508"
+          api_key: "app-mCAGe4O0UavVujE7QDV2Rb42"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "2efde4e1-c0b7-4577-b10d-fe3212e03f68"
+          api_key: "app-esd86YCuKVURPBBgquXZT9U1"
+    
+  - id: TC-0316-doc
+    description: 屏幕问答
+    category: AI学习.AI学习
+    action: skipped
+
+  - id: TC-0316-img
+    description: 屏幕问答
+    category: AI学习.AI学习
+    action: skipped
+
+  - id: TC-0401-txt
+    description: 智能体唤醒拍照
+    category: AI影像.AI拍摄
+    action: skipped
+
+  - id: TC-0401-audio
+    description: 智能体唤醒拍照
+    category: AI影像.AI拍摄
+    action: skipped
+
+  - id: TC-0402-img
+    description: 笑脸抓拍
+    category: AI影像.AI拍摄
+    action: skipped
+
+  - id: TC-0403-video
+    description: 录制视频（美颜/美化）
+    category: AI影像.AI拍摄
+    action: skipped
+
+  - id: TC-0404-video
+    description: 识文
+    category: AI影像.AI拍摄
+    action: skipped
+
+  - id: TC-0405-img
+    description: 识物
+    category: AI影像.AI拍摄
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "64b1f907-5cd6-4ed0-b03b-d0ae0b3d2508"
+          api_key: "app-mCAGe4O0UavVujE7QDV2Rb42"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "2efde4e1-c0b7-4577-b10d-fe3212e03f68"
+          api_key: "app-esd86YCuKVURPBBgquXZT9U1"
+
+  - id: TC-0406-img
+    description: AR翻译
+    category: AI影像.AI拍摄
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "64b1f907-5cd6-4ed0-b03b-d0ae0b3d2508"
+          api_key: "app-mCAGe4O0UavVujE7QDV2Rb42"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "2efde4e1-c0b7-4577-b10d-fe3212e03f68"
+          api_key: "app-esd86YCuKVURPBBgquXZT9U1"
+
+  - id: TC-0407-txt
+    description: 文生图
+    category: AI影像.图片生成
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "34681f80-2bc3-487e-b5be-31dc93516e98"
+          api_key: "app-XQqfe9JUM2Ys4lIlVjXNzhjF"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "10c9268e-853e-4fde-826a-9dd8b0563517"
+          api_key: "app-4TYzQtnl5ioqLlWpU9wqKRs7"      
+
+  - id: TC-0408-img
+    description: AI路人消除
+    category: AI影像.图片生成
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "64b1f907-5cd6-4ed0-b03b-d0ae0b3d2508"
+          api_key: "app-mCAGe4O0UavVujE7QDV2Rb42"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "2efde4e1-c0b7-4577-b10d-fe3212e03f68"
+          api_key: "app-esd86YCuKVURPBBgquXZT9U1"
+
+  - id: TC-0409-img
+    description: AI物体消除
+    category: AI影像.图片生成
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "64b1f907-5cd6-4ed0-b03b-d0ae0b3d2508"
+          api_key: "app-mCAGe4O0UavVujE7QDV2Rb42"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "2efde4e1-c0b7-4577-b10d-fe3212e03f68"
+          api_key: "app-esd86YCuKVURPBBgquXZT9U1"
+
+  - id: TC-0410-img
+    description: AI扩图
+    category: AI影像.图片生成
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "64b1f907-5cd6-4ed0-b03b-d0ae0b3d2508"
+          api_key: "app-mCAGe4O0UavVujE7QDV2Rb42"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "2efde4e1-c0b7-4577-b10d-fe3212e03f68"
+          api_key: "app-esd86YCuKVURPBBgquXZT9U1"
+
+  - id: TC-0411-img
+    description: 图片风格转化
+    category: AI影像.图片生成
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "64b1f907-5cd6-4ed0-b03b-d0ae0b3d2508"
+          api_key: "app-mCAGe4O0UavVujE7QDV2Rb42"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "2efde4e1-c0b7-4577-b10d-fe3212e03f68"
+          api_key: "app-esd86YCuKVURPBBgquXZT9U1"
+
+  - id: TC-0412-img
+    description: 涂鸦生图
+    category: AI影像.图片生成
+    action: skipped
+
+  - id: TC-0413-img
+    description: 图片翻译
+    category: AI影像.图片处理
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "64b1f907-5cd6-4ed0-b03b-d0ae0b3d2508"
+          api_key: "app-mCAGe4O0UavVujE7QDV2Rb42"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "2efde4e1-c0b7-4577-b10d-fe3212e03f68"
+          api_key: "app-esd86YCuKVURPBBgquXZT9U1"
+
+  - id: TC-0414-img
+    description: AI搜图
+    category: AI影像.图片处理
+    action: skipped
+
+  - id: TC-0415-img
+    description: AI美颜
+    category: AI影像.图片处理
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "64b1f907-5cd6-4ed0-b03b-d0ae0b3d2508"
+          api_key: "app-mCAGe4O0UavVujE7QDV2Rb42"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "2efde4e1-c0b7-4577-b10d-fe3212e03f68"
+          api_key: "app-esd86YCuKVURPBBgquXZT9U1"
+
+  - id: TC-0416-img
+    description: AI美化
+    category: AI影像.图片处理
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "64b1f907-5cd6-4ed0-b03b-d0ae0b3d2508"
+          api_key: "app-mCAGe4O0UavVujE7QDV2Rb42"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "2efde4e1-c0b7-4577-b10d-fe3212e03f68"
+          api_key: "app-esd86YCuKVURPBBgquXZT9U1"
+
+  - id: TC-0417-img
+    description: 智能抠图
+    category: AI影像.图片处理
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "64b1f907-5cd6-4ed0-b03b-d0ae0b3d2508"
+          api_key: "app-mCAGe4O0UavVujE7QDV2Rb42"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "2efde4e1-c0b7-4577-b10d-fe3212e03f68"
+          api_key: "app-esd86YCuKVURPBBgquXZT9U1"
+
+  - id: TC-0418-img
+    description: 闭眼修复
+    category: AI影像.图片处理
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "64b1f907-5cd6-4ed0-b03b-d0ae0b3d2508"
+          api_key: "app-mCAGe4O0UavVujE7QDV2Rb42"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "2efde4e1-c0b7-4577-b10d-fe3212e03f68"
+          api_key: "app-esd86YCuKVURPBBgquXZT9U1"
+
+  - id: TC-0419-img
+    description: 一键成片
+    category: AI影像.视频生成
+    action: skipped
+
+  - id: TC-0420-img
+    description: 视频字幕生成
+    category: AI影像.视频处理
+    action: skipped
+
+  - id: TC-0421-img
+    description: 视频翻译
+    category: AI影像.视频处理
+    action: skipped
+
+  - id: TC-0422-txt
+    description: 音乐生成
+    category: AI影像.音乐生成
+    action: dify
+    dify_config:
+      production: *production_config
+      testing: *testing_config
+
+  - id: TC-0501-txt
+    description: 公共服务查询（天气/交通路线/节假日等)
+    category: AI生活.生活类问答
+    action: dify
+    dify_config:
+      production: *production_config
+      testing: *testing_config
+
+  - id: TC-0502-txt
+    description: 通信业务查询（话费/流量/短信等）
+    category: AI生活.生活类问答
+    action: dify
+    dify_config:
+      production: *production_config
+      testing: *testing_config
+
+  - id: TC-0503-txt
+    description: 生活费用查询（水/电/煤/物业等）
+    category: AI生活.生活类问答
+    action: dify
+    dify_config:
+      production: *production_config
+      testing: *testing_config
+
+  - id: TC-0504-txt
+    description: 生活建议（美食推荐/穿搭建议等）
+    category: AI生活.生活类问答
+    action: dify
+    dify_config:
+      production: *production_config
+      testing: *testing_config
+
+  - id: TC-0505-txt
+    description: 系统控制（开关机/音量/字体等）
+    category: AI生活.系统操作
+    action: dify
+    dify_config:
+      production: *production_config
+      testing: *testing_config
+
+  - id: TC-0506-txt
+    description: 应用管理
+    category: AI生活.系统操作
+    action: dify
+    dify_config:
+      production: *production_config
+      testing: *testing_config
+
+  - id: TC-0507-img
+    description: AI圈选
+    category: AI生活.系统操作
+    action: skipped
+  
+
+  - id: TC-0508-audio
+    description: 智能打开乘车码（地铁/公交等）
+    category: AI生活.购物/支付
+    action: skipped
+
+  - id: TC-0509-txt
+    description: 商品比价
+    category: AI生活.购物/支付
+    action: dify
+    dify_config:
+      production: *production_config
+      testing: *testing_config
+
+  - id: TC-0509-img
+    description: 商品比价
+    category: AI生活.购物/支付
+    action: dify
+    dify_config:
+      production: 
+          url: "http://192.168.0.140:8090/v1"
+          workflow_id: "64b1f907-5cd6-4ed0-b03b-d0ae0b3d2508"
+          api_key: "app-mCAGe4O0UavVujE7QDV2Rb42"
+      testing:
+          url: "http://192.168.0.213:8090/v1"
+          workflow_id: "2efde4e1-c0b7-4577-b10d-fe3212e03f68"
+          api_key: "app-esd86YCuKVURPBBgquXZT9U1"
+
+  - id: TC-0510-txt
+    description: AI导航
+    category: AI生活.出行
+    action: dify
+    dify_config:
+      production: *production_config
+      testing: *testing_config
+
+  - id: TC-0510-img
+    description: AI导航
+    category: AI生活.出行
+    action: skipped
+
+  - id: TC-0511-img
+    description: 网约车
+    category: AI生活.出行
+    action: skipped
+
+  - id: TC-0511-txt
+    description: 网约车
+    category: AI生活.出行
+    action: dify
+    dify_config:
+      production: *production_config
+      testing: *testing_config
+
+  - id: TC-0512-txt
+    description: 行程规划
+    category: AI生活.出行
+    action: dify
+    dify_config:
+      production: *production_config
+      testing: *testing_config
+
+  - id: TC-0513-txt
+    description: 健康问答
+    category: AI生活.运动健康
+    action: dify
+    dify_config:
+      production: *production_config
+      testing: *testing_config
+
+  - id: TC-0514-txt
+    description: AI读屏
+    category: AI生活.无障碍辅助
+    action: skipped
+
+  - id: TC-0515-txt
+    description: AI看见
+    category: AI生活.无障碍辅助
+    action: skipped
+
+  - id: TC-0516-txt
+    description: AI播客生成
+    category: AI生活.咨询传播
+    action: skipped
+
+  - id: TC-0516-audio
+    description: AI播客生成
+    category: AI生活.咨询传播
+    action: skipped
+
+  - id: TC-0517-txt
+    description: 个人信息查询
+    category: AI生活.生活服务
+    action: skipped
+
+  - id: TC-0518-img
+    description: AI壁纸
+    category: AI生活.个性化推荐
+    action: skipped
+
+  - id: TC-0519-txt
+    description: 应用级翻译
+    category: AI生活.跨语言服务
+    action: skipped
+
+  - id: TC-0520-txt
+    description: 智能打开付款码
+    category: AI生活.购物/支付
+    action: skipped
+
+  - id: TC-0521-txt
+    description: 话费充值
+    category: AI生活.生活服务
+    action: skipped
+
+  - id: TC-0522-txt
+    description: 点外卖
+    category: AI生活.生活服务
+    action: skipped
+
+  - id: TC-0523-txt
+    description: 生活缴费
+    category: AI生活.生活服务
+    action: skipped
+
+  - id: TC-0524-txt
+    description: 餐厅预定
+    category: AI生活.生活服务
+    action: skipped
+
+  - id: TC-0525-txt
+    description: 电影预定
+    category: AI生活.文娱消费服务
+    action: skipped
+
+  - id: TC-0526-txt
+    description: 演出预定
+    category: AI生活.文娱消费服务
+    action: skipped
+
+  - id: TC-0527-txt
+    description: 快递查询
+    category: AI生活.生活服务
+    action: skipped
+
+  - id: TC-0528-txt
+    description: 快递提醒
+    category: AI生活.生活服务
+    action: skipped
+
+  - id: TC-0529-txt
+    description: 机票/酒店/火车票预定
+    category: AI生活.智能出行
+    action: skipped
+
+  - id: TC-0530-txt
+    description: 出行推荐
+    category: AI生活.智能出行
+    action: skipped
+
+  - id: TC-0531-txt
+    description: 出行提醒
+    category: AI生活.日程提醒
+    action: skipped
+
+  - id: TC-0532-txt
+    description: 健康检测
+    category: AI生活.运动健康
+    action: skipped
+
+  - id: TC-0533-txt
+    description: 健康风险预警(心律/睡眠)
+    category: AI生活.运动健康
+    action: skipped
+
+  - id: TC-0534-txt
+    description: 健身计划生成
+    category: AI生活.运动健康
+    action: skipped
+
+  - id: TC-0535-txt
+    description: 声音修复
+    category: AI生活.音频智能处理
+    action: skipped
+  
+  - id: TC-0536-txt
+    description: 手语翻译
+    category: AI生活.无障碍服务
+    action: skipped
+
+  - id: TC-0601-audio
+    description: 语音唤醒
+    category: 智能体基础测试.语音唤醒
+    action: skipped