feat(ai_agent): 完善AI适配器和服务功能 - 添加OpenClaw和Hermes健康检查接口 - 实现OpenClaw工具调用功能 - 重构AI适配器使用常量定义 - 增加AI技能系统支持 - 更新配置文件中的默认模型提供者设置 refactor(scheduler): 使用常量替换硬编码值 - 将硬编码的actor值替换为ActorValue常量 - 将receive_id_type替换为FeishuReceiveIdType枚举 refactor(audit): 统一审计日志常量使用 - 将硬编码的actor、source、risk_level等值替换为对应常量 - 更新审核服务中的状态和操作常量引用 refactor(approvals): 标准化审批模块常量使用 - 将applicant默认值替换为ActorValue.API常量 - 使用ApprovalStatus常量替代硬编码状态值 - 更新审核操作常量引用 ```
190 lines
6.8 KiB
Python
190 lines
6.8 KiB
Python
from typing import Any
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from app.core.config import Settings
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from app.modules.ai_agent import adapters
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from app.modules.ai_agent.constants import (
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OPENCLAW_HERMES_PIPELINE,
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AIChatRole,
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AIContextKey,
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AIHttpHeader,
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AIHttpPath,
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AIHttpPayloadKey,
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AIMemoryMode,
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AIResponseKey,
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)
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class DummyResponse:
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def __init__(self, data: dict[str, Any], status_code: int = 200):
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self._data = data
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self.status_code = status_code
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self.text = str(data)
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def json(self) -> dict[str, Any]:
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return self._data
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def chat_response(content: str) -> DummyResponse:
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return DummyResponse(
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{
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AIHttpPayloadKey.CHOICES: [
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{
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AIHttpPayloadKey.MESSAGE: {
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AIHttpPayloadKey.CONTENT: content,
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}
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}
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]
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}
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)
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class DummyClient:
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calls: list[dict[str, Any]] = []
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def __init__(self, timeout: int, trust_env: bool = True):
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self.timeout = timeout
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self.trust_env = trust_env
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def __enter__(self) -> "DummyClient":
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return self
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def __exit__(self, exc_type, exc, traceback) -> None:
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return None
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def post(
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self,
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url: str,
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json: dict[str, Any],
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headers: dict[str, str],
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) -> DummyResponse:
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self.calls.append({"method": "POST", "url": url, "json": json, "headers": headers})
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if url.endswith(AIHttpPath.CHAT_COMPLETIONS):
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user_content = json[AIHttpPayloadKey.MESSAGES][-1][AIHttpPayloadKey.CONTENT]
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if AIMemoryMode.RECALL in user_content:
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return chat_response("remembered project preference")
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if AIMemoryMode.WRITE in user_content:
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return chat_response("stored")
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if AIContextKey.AGENT_PIPELINE in user_content:
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return chat_response("hermes final answer")
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return chat_response("hermes direct answer")
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if url.endswith(AIHttpPath.TOOLS_INVOKE):
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return DummyResponse(
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{
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AIResponseKey.OK: True,
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AIHttpPayloadKey.TOOL: json[AIHttpPayloadKey.TOOL],
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AIHttpPayloadKey.ACTION: json[AIHttpPayloadKey.ACTION],
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AIHttpPayloadKey.ARGS: json[AIHttpPayloadKey.ARGS],
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AIHttpPayloadKey.SESSION_KEY: json[AIHttpPayloadKey.SESSION_KEY],
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}
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)
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raise AssertionError(f"unexpected URL: {url}")
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def get(self, url: str, headers: dict[str, str]) -> DummyResponse:
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self.calls.append({"method": "GET", "url": url, "headers": headers})
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if url.endswith(AIHttpPath.HEALTHZ):
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return DummyResponse({"status": "ok"})
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if url.endswith(AIHttpPath.READYZ):
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return DummyResponse({"status": "ready"})
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if url.endswith(AIHttpPath.HEALTH):
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return DummyResponse({"status": "ok", "platform": "hermes-agent"})
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raise AssertionError(f"unexpected URL: {url}")
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def test_hermes_adapter_uses_openai_chat_completions(monkeypatch) -> None:
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DummyClient.calls = []
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monkeypatch.setattr(adapters.httpx, "Client", DummyClient)
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settings = Settings(
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hermes_base_url="http://hermes.local/v1",
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hermes_api_key="hermes-key",
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hermes_model="hermes-agent",
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hermes_session_id="company-ai-platform-test",
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)
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result = adapters.HermesAdapter(settings).ask(
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"summarize project risk",
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{"project_code": "P-001"},
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)
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assert result[AIResponseKey.ANSWER] == "hermes direct answer"
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assert DummyClient.calls[0]["url"] == "http://hermes.local/v1/chat/completions"
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assert DummyClient.calls[0]["headers"][AIHttpHeader.AUTHORIZATION] == "Bearer hermes-key"
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assert (
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DummyClient.calls[0]["headers"][AIHttpHeader.HERMES_SESSION_ID]
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== "company-ai-platform-test"
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)
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assert DummyClient.calls[0]["json"][AIHttpPayloadKey.MODEL] == "hermes-agent"
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assert (
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DummyClient.calls[0]["json"][AIHttpPayloadKey.MESSAGES][0][AIHttpPayloadKey.ROLE]
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== AIChatRole.SYSTEM
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)
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assert "P-001" in DummyClient.calls[0]["json"][AIHttpPayloadKey.MESSAGES][1][
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AIHttpPayloadKey.CONTENT
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]
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def test_openclaw_adapter_uses_gateway_health_and_tool_invoke(monkeypatch) -> None:
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DummyClient.calls = []
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monkeypatch.setattr(adapters.httpx, "Client", DummyClient)
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settings = Settings(
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openclaw_http_url="http://openclaw.local",
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openclaw_gateway_token="gateway-token",
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)
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health = adapters.OpenClawAdapter(settings).health()
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result = adapters.OpenClawAdapter(settings).ask(
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"list sessions",
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{
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AIContextKey.OPENCLAW_TOOL: "sessions_list",
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AIContextKey.OPENCLAW_ARGS: {},
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AIContextKey.OPENCLAW_SESSION_KEY: "main",
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},
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)
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assert health[AIResponseKey.OK] is True
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assert result[AIResponseKey.RAW][AIResponseKey.DATA][AIHttpPayloadKey.TOOL] == "sessions_list"
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assert [call["url"] for call in DummyClient.calls] == [
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"http://openclaw.local/healthz",
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"http://openclaw.local/readyz",
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"http://openclaw.local/tools/invoke",
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]
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assert DummyClient.calls[0]["headers"][AIHttpHeader.AUTHORIZATION] == "Bearer gateway-token"
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assert DummyClient.calls[2]["json"][AIHttpPayloadKey.SESSION_KEY] == "main"
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def test_openclaw_hermes_adapter_runs_recall_answer_and_remember(monkeypatch) -> None:
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DummyClient.calls = []
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monkeypatch.setattr(adapters.httpx, "Client", DummyClient)
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settings = Settings(
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model_provider="openclaw_hermes",
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openclaw_http_url="http://openclaw.local",
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openclaw_gateway_token="openclaw-key",
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hermes_base_url="http://hermes.local/v1",
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hermes_api_key="hermes-key",
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)
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result = adapters.OpenClawHermesAdapter(settings).ask(
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"summarize project risk",
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{
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"project_code": "P-001",
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AIContextKey.OPENCLAW_TOOL: "sessions_list",
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AIContextKey.OPENCLAW_ARGS: {},
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},
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)
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assert result[AIResponseKey.ANSWER] == "hermes final answer"
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assert result[AIResponseKey.RAW][AIResponseKey.PIPELINE] == OPENCLAW_HERMES_PIPELINE
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assert [call["url"] for call in DummyClient.calls] == [
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"http://hermes.local/v1/chat/completions",
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"http://openclaw.local/healthz",
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"http://openclaw.local/readyz",
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"http://openclaw.local/tools/invoke",
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"http://hermes.local/v1/chat/completions",
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"http://hermes.local/v1/chat/completions",
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]
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assert DummyClient.calls[0]["headers"][AIHttpHeader.AUTHORIZATION] == "Bearer hermes-key"
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assert DummyClient.calls[1]["headers"][AIHttpHeader.AUTHORIZATION] == "Bearer openclaw-key"
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assert DummyClient.calls[3]["json"][AIHttpPayloadKey.TOOL] == "sessions_list"
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assert AIContextKey.OPENCLAW in DummyClient.calls[4]["json"][AIHttpPayloadKey.MESSAGES][1][
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AIHttpPayloadKey.CONTENT
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]
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