feat: pylsp 作为工具之一 + AI 写/改 .py 自动触发诊断并注入上下文
- 补装 pylsp 及 lint 后端(pyflakes/pycodestyle/rope/mccabe),真实诊断可用 - code_editor / file_manager 写/改操作后自动调用 LSP 诊断(.py),结果经 get_lsp_context() 静默注入下一轮模型上下文,仅在有问题时的可见提示 - config.json 中 rust 设为 disabled(本机未装,免 ERROR 噪声) - requirements.txt / config.json.example 补充 pylsp 配置说明 - 新增 4 个 _auto_lsp_check 钩子单测
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@@ -17,5 +17,13 @@
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"system": {
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"default_engine": "ollama",
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"max_history": 50
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},
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"lspServers": {
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"_说明": "语言服务器(LSP)。键为语言ID或扩展名,值为启动命令。配置后重启即生效,工具 lsp__diagnostics/hover/definition/references/completion 自动可用,且 AI 写/改 .py 文件后会自动触发诊断并注入模型上下文。",
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"python": {
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"command": "pylsp",
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"args": [],
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"disabled": false
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}
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}
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}
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+35
-7
@@ -599,6 +599,34 @@ else:
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else:
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return f"\n{result}"
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def _auto_lsp_check(self, filepath: str) -> str:
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"""写/改文件后自动让已连接的语言服务器(pylsp 等)重新诊断该文件。
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诊断结果会被缓存进 LSP 管理器的 _workspace_diag,由 get_lsp_context()
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在下一轮静默注入模型上下文;同时仅在确有问题时给一行可见提示。
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无对应 server / 文件干净时静默跳过,绝不影响主流程。
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"""
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manager = None
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try:
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cli = self.cli
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utm = getattr(cli, 'liugin_manager', None)
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if utm is not None:
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manager = getattr(utm, '_lsp_manager', None)
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except Exception:
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manager = None
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if manager is None:
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return ""
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try:
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diag_text = manager.diagnostics(filepath, wait=1.5)
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except Exception:
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return ""
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if not diag_text or "没有为" in diag_text:
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return "" # 该扩展名未配置 LSP server,跳过
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if "无诊断" in diag_text:
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return "" # 干净,无需呈现(缓存也为空)
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first = diag_text.splitlines()[0] if diag_text else ""
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return f"\n LSP 诊断: {first}"
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# ══════════════════════════════════════
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# Diff 弹窗系统
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# ══════════════════════════════════════
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@@ -975,7 +1003,7 @@ else:
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self._spawn_diff_popup(fp, before_content, new_content)
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result = f" 已编辑: {fp}\n\n{self._make_diff(old_text, new_text)}"
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result += self._auto_syntax_check(fp)
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result += self._auto_syntax_check(fp) + self._auto_lsp_check(fp)
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return result
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def _op_multi_edit(self, path: str, rest: str) -> str:
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@@ -1013,7 +1041,7 @@ else:
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f.write(content)
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self._spawn_diff_popup(fp, before_content, content)
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result = f" 批量编辑: {fp}\n" + "\n".join(results)
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result += self._auto_syntax_check(fp)
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result += self._auto_syntax_check(fp) + self._auto_lsp_check(fp)
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return result
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def _op_insert(self, path: str, rest: str) -> str:
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@@ -1046,7 +1074,7 @@ else:
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after_content = ''.join(lines)
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self._spawn_diff_popup(fp, before_content, after_content)
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result = f" 已在第 {line_num} 行插入 {len(insert_lines)} 行"
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result += self._auto_syntax_check(fp)
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result += self._auto_syntax_check(fp) + self._auto_lsp_check(fp)
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return result
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def _op_delete_lines(self, path: str, rest: str) -> str:
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@@ -1079,7 +1107,7 @@ else:
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after_content = ''.join(lines)
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self._spawn_diff_popup(fp, before_content, after_content)
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result = f" 已删除第 {start}-{end} 行 ({len(deleted)} 行)"
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result += self._auto_syntax_check(fp)
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result += self._auto_syntax_check(fp) + self._auto_lsp_check(fp)
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return result
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def _op_create(self, path: str, rest: str) -> str:
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@@ -1095,7 +1123,7 @@ else:
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f.write(rest or "")
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self._spawn_diff_popup(fp, "", rest or "")
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result = f" 已创建: {fp} ({len(rest or '')} 字符)"
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result += self._auto_syntax_check(fp)
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result += self._auto_syntax_check(fp) + self._auto_lsp_check(fp)
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return result
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def _op_write(self, path: str, rest: str) -> str:
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@@ -1110,7 +1138,7 @@ else:
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f.write(rest)
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self._spawn_diff_popup(fp, before_content, rest)
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result = f" 已写入: {fp} ({len(rest)} 字符)"
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result += self._auto_syntax_check(fp)
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result += self._auto_syntax_check(fp) + self._auto_lsp_check(fp)
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return result
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def _op_append(self, path: str, rest: str) -> str:
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@@ -1125,7 +1153,7 @@ else:
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after_content = self._read_file_safe(fp)
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self._spawn_diff_popup(fp, before_content, after_content)
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result = f" 已追加: {fp} ({len(rest)} 字符)"
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result += self._auto_syntax_check(fp)
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result += self._auto_syntax_check(fp) + self._auto_lsp_check(fp)
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return result
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# ══════════════════════════════════════
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+38
-2
@@ -38,6 +38,34 @@ class Liugin:
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def set_cli(self, cli):
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self.cli = cli
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def _auto_lsp_check(self, filepath: str) -> str:
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"""写/改文件后自动让已连接的语言服务器(pylsp 等)重新诊断该文件。
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诊断结果缓存进 LSP 管理器的 _workspace_diag,由 get_lsp_context()
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在下一轮静默注入模型上下文;仅在有问题时返回一行提示。
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无对应 server / 文件干净时静默跳过。
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"""
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manager = None
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try:
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cli = self.cli
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utm = getattr(cli, 'liugin_manager', None)
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if utm is not None:
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manager = getattr(utm, '_lsp_manager', None)
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except Exception:
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manager = None
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if manager is None:
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return ""
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try:
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diag_text = manager.diagnostics(filepath, wait=1.5)
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except Exception:
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return ""
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if not diag_text or "没有为" in diag_text:
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return ""
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if "无诊断" in diag_text:
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return ""
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first = diag_text.splitlines()[0] if diag_text else ""
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return f"\n LSP 诊断: {first}"
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def get_tool_info(self):
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return {
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"name": "file_manager",
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@@ -219,7 +247,11 @@ class Liugin:
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os.makedirs(os.path.dirname(fp) or ".", exist_ok=True)
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with open(fp, 'w', encoding='utf-8') as f:
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f.write(content)
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return ToolResult.ok(f"已写入: {fp} ({len(content)} 字符)", tool_name="file_manager")
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msg = f"已写入: {fp} ({len(content)} 字符)"
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lsp_hint = self._auto_lsp_check(fp)
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if lsp_hint:
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msg += lsp_hint
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return ToolResult.ok(msg, tool_name="file_manager")
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def _op_append(self, args: List[str]):
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if len(args) < 2:
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@@ -237,7 +269,11 @@ class Liugin:
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return ToolResult.not_found(f"文件: {fp}")
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with open(fp, 'a', encoding='utf-8') as f:
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f.write(content)
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return ToolResult.ok(f"已追加: {fp}", tool_name="file_manager")
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msg = f"已追加: {fp}"
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lsp_hint = self._auto_lsp_check(fp)
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if lsp_hint:
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msg += lsp_hint
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return ToolResult.ok(msg, tool_name="file_manager")
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def _op_copy(self, args: List[str]):
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if len(args) < 2:
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+19
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@@ -1,32 +1,21 @@
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# 小狸 Pro-CLI 依赖库
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# 修复后的包名(使用 pip 安装名)
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# 小狸 Pro-CLI 依赖
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# 生成于 2026-08-05 21:10
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# 核心依赖
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colorama>=0.4.6
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openai>=1.0.0
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requests>=2.28.0
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ollama>=0.1.0
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PIL
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ascii_magic
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colorama
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cv2
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numpy
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ollama
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openai
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pygame
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requests
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tkinter
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# 图像处理
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Pillow>=9.0.0
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opencv-python>=4.5.0
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numpy>=1.21.0
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ascii-magic>=2.0.0
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# 数据处理
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pandas>=1.3.0
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scipy>=1.7.0
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# 音频
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pygame>=2.0.0
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# TUI 模式
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textual>=0.40.0
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# v8.0 Rich 面板式 TUI(支持快照自验,默认 TUI 渲染器)
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rich>=13.0.0
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# WebSocket 远程
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websockets>=11.0
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# 类型提示
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typing-extensions>=4.0.0
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# LSP 智能感知(pylsp 作为工具之一:lsp__diagnostics/hover/definition/references/completion)
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# 写/改 .py 文件后自动触发诊断并注入模型上下文
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python-lsp-server
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pyflakes
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pycodestyle
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rope
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mccabe
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@@ -290,3 +290,86 @@ def test_fc_tools_includes_lsp(tmp_path, monkeypatch, fake_server):
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assert "file" in diag["function"]["parameters"]["properties"]
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finally:
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mgr.shutdown()
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# ── code_editor / file_manager 的「写 .py 后自动触发 pylsp 诊断」钩子 ──
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def _make_fake_lsp_manager(diag_text):
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"""构造一个 fake LSP 管理器,记录被调用,并返回固定诊断文本。"""
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calls = []
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class FakeManager:
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def __init__(self):
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self.clients = {"python": object()} # 模拟已连接 python server
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def diagnostics(self, filepath, wait=1.5):
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calls.append(filepath)
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return diag_text
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fm = FakeManager()
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fm._calls = calls
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return fm
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def _attach(cli, fm):
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class UTM:
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_lsp_manager = fm
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cli.liugin_manager = UTM()
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def test_auto_lsp_check_triggers_on_py_write(tmp_path):
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"""写/改 .py 后钩子应调用 LSP 诊断,并在有问题时返回概要。"""
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from plugins.code_editor import Liugin as CodeEditor
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ce = CodeEditor()
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fm = _make_fake_lsp_manager("🔍 x.py:2 条诊断\n 错误 L1:1 — undefined name 'foo'")
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cli = type("CLI", (), {})()
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_attach(cli, fm)
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ce.set_cli(cli)
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py_file = tmp_path / "mod.py"
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py_file.write_text("foo = bar\n", encoding="utf-8")
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out = ce._auto_lsp_check(str(py_file))
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assert str(py_file) in fm._calls, "应调用 lsp_manager.diagnostics(该 py 文件)"
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assert "LSP 诊断" in out and "2 条诊断" in out
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def test_auto_lsp_check_silent_when_clean(tmp_path):
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"""文件干净(无诊断)时钩子应静默返回空串。"""
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from plugins.code_editor import Liugin as CodeEditor
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ce = CodeEditor()
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fm = _make_fake_lsp_manager("✅ mod.py:无诊断(未发现问题)")
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cli = type("CLI", (), {})()
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_attach(cli, fm)
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ce.set_cli(cli)
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py_file = tmp_path / "clean.py"
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py_file.write_text("x = 1\n", encoding="utf-8")
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assert ce._auto_lsp_check(str(py_file)) == ""
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def test_auto_lsp_check_silent_without_lsp_manager(tmp_path):
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"""未连接 LSP 管理器(或未配置 server)时钩子应静默跳过,绝不报错。"""
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from plugins.code_editor import Liugin as CodeEditor
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ce = CodeEditor()
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cli = type("CLI", (), {})()
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# liugin_manager 没有 _lsp_manager 属性
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cli.liugin_manager = type("UTM", (), {})()
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ce.set_cli(cli)
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py_file = tmp_path / "any.py"
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py_file.write_text("pass\n", encoding="utf-8")
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assert ce._auto_lsp_check(str(py_file)) == ""
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def test_auto_lsp_check_no_server_for_ext(tmp_path):
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"""扩展名未配置 LSP server 时(如 .txt)应静默返回空串。"""
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from plugins.code_editor import Liugin as CodeEditor
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ce = CodeEditor()
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fm = _make_fake_lsp_manager("⚠️ 没有为 x.txt 配置 LSP server")
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# clients 里只有 python,没有 txt 对应的 server;这里用文本模拟「无 server」返回
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cli = type("CLI", (), {})()
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_attach(cli, fm)
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ce.set_cli(cli)
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txt_file = tmp_path / "note.txt"
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txt_file.write_text("hello\n", encoding="utf-8")
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assert ce._auto_lsp_check(str(txt_file)) == ""
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