Merge branch 'develop' of http://8.153.151.51:8888/team_group/model-develop into develop

API.md

@@ -73,9 +73,12 @@
 > 是它在对象存储里的"工作副本",`Versions` 是 immutable 的稳定版本。
 > 写操作受 **is_locked 门禁 + owner 校验** 保护(架构 V3.1 §4)。
 
-### 3.1 `GET /api/v1/workspace-tree`
+### 3.1 `GET /api/v1/workspace-tree` (**legacy / 全量视图**)
 
-列出当前用户在 workspace 内的**目录树**。
+> **Deprecated**: 新代码请走 §3.3.1 (按 `parent_path` 单层)。该接口仍保留供调试 / 兼容使用,
+> 谓词已统一为 `object_status='available' AND is_deleted=0`,与 §3.3.1 保持一致。
+
+列出当前用户在 workspace 内的**整个目录树**(扁平数组)。
 
 - **来源**: 显式 `StorageObjects` 行 (`object_type='directory'`,见 §3.2) **并入** 从 `Scripts.relative_path` 派生的祖先目录,**去重**。空目录(只有显式行、没有文件)也会出现。
 - **鉴权**: workspace 成员
@@ -145,6 +148,41 @@
   }
   ```
 
+### 3.3.1 `GET /api/v1/workspace-directories?parent_path=...`
+
+列出指定父目录下的**直接子目录**(单层),用于前端懒加载。**新代码请走本接口**;§3.1 仅作为 legacy / 全量保留。
+
+- **行为**: `parent_path` 为空字符串或缺省 → 用户根目录;非空 → 该父目录的直接子目录(workspace-relative)。仅返回 `object_status='available' AND is_deleted=0` 的 `StorageObjects` 行。
+- **鉴权**: workspace 成员
+- **查询参数**:
+  | 名 | 类型 | 必填 | 说明 |
+  |---|---|---|---|
+  | `parent_path` | string | 否 | 父目录相对路径,空字符串或缺省表示用户根目录 |
+- **谓词(SQL 等价)**: `relative_path LIKE '<prefix>/%' AND relative_path NOT LIKE '<prefix>/%/%'`,其中 `prefix = scoped_prefix/{parent_path}`,索引走 `idx_storage_workspace_relative_path(workspace_id, relative_path(255))`。
+- **响应**:
+  ```json
+  {
+    "request_id": "...",
+    "data": {
+      "directories": [
+        {"path": "scripts",            "name": "scripts", "parent_path": "",                "has_children": true},
+        {"path": "scripts/etl",        "name": "etl",     "parent_path": "scripts",        "has_children": false},
+        {"path": "scripts/etl/daily",  "name": "daily",   "parent_path": "scripts/etl",    "has_children": false}
+      ]
+    },
+    "meta": {"directory_count": 3}
+  }
+  ```
+  - 字段表(继承 §3.1):
+    | 字段 | 类型 | 说明 |
+    |---|---|---|
+    | `path` | string | workspace 内相对路径 |
+    | `name` | string | `path` 的最后一段 |
+    | `parent_path` | string | 父目录相对路径,根目录用空串 |
+    | `has_children` | bool | 该目录下是否还有直接子目录(后端额外 `EXISTS` 查询,可为空目录为 `false`) |
+- **空结果**: 不返回 404,空目录列表即 `directories: []`。
+- **错误**: 401(未登录)/ 403(非 workspace 成员)同其他接口。
+
 ### 3.4 `GET /api/v1/scripts`
 
 列出当前 workspace 内**全部 active 脚本**。不受 is_locked 影响(读路径不锁)。
@@ -213,7 +251,7 @@ multipart/binary 形式上传大文件(走 server-proxied PUT,详见 §九)。
 | `visibility` | enum | |
 | `status` | `active` \| `deleted` | |
 | `is_locked` | boolean | 是否锁定。`PUT /scripts/{id}`(§3.8) 受此字段门禁;可通过 §3.16 切换 |
-| `relative_path` | string \| null | 例如 `users/alice/scripts/etl/train.py` |
+| `relative_path` | string \| null | 例如 `workspace/01HXX.../scripts/etl/train.py`(以 `user_id` 为作用域) |
 | `content_hash` | string \| null | SHA-256 十六进制 |
 | `size_bytes` | int | |
 | `created_at` / `updated_at` | ISO-8601 | |

backend/src/backend/scripts.py

@@ -11,10 +11,12 @@ from common.config import settings
 from common.db.models import (
     Scripts,
     StorageObjects,
+    Users,
     Versions,
 )
 from common.ids import new_ulid
 from common.storage.schemas import ServerObjectRequest
+from common.storage import build_storage_uri
 from fastapi import (
     APIRouter,
     BackgroundTasks,
@@ -88,8 +90,17 @@ def safe_directory_name(value: str) -> str:
     return name
 
 
+# Version/run artifacts are not part of the user's workspace directory tree.
+TREE_EXCLUDED_USAGE_TYPES = (
+    "version_artifact",
+    "snapshot",
+    "run_log",
+    "run_result",
+)
+
+
 def user_relative_path(context: RequestContext, child_path: str = "") -> str:
-    base = f"users/{context.user.username}"
+    base = f"workspace/{context.user.user_id}"
     normalized = normalize_user_path(child_path)
     return f"{base}/{normalized}" if normalized else base
 
@@ -123,11 +134,36 @@ def _jupyter_path(script_type: str, script_id: str) -> str:
     (``/jupyter/<ws>/notebooks/<file>.ipynb``) is jupyter's URL route
     for the editor view, not a filesystem path — jupyter routes that
     URL to the file at the workspace root.
+
+    NOTE: This function returns the flat basename only (``{script_id}.{ext}``).
+    It must NOT be used directly as a Jupyter path for scripts that live
+    inside sub-directories. Callers must combine it with the parent
+    directory ULID (for newly-created files) or derive the real path from
+    ``StorageObjects.object_key`` (for existing files).
     """
     ext = ".ipynb" if script_type == "notebook" else ".py"
     return f"{script_id}{ext}"
 
 
+def _derive_jupyter_path(
+    storage_object: StorageObjects | None,
+    workspace_id: str,
+    script_type: str,
+    script_id: str,
+) -> str:
+    """Return the real Jupyter path for an existing script.
+
+    For normal workspace files the path is taken from
+    ``StorageObjects.object_key`` with the workspace prefix removed.
+    For jupyter-only scripts that have no StorageObjects row, fall back
+    to the flat ``_jupyter_path()`` basename so existing behavior is
+    preserved.
+    """
+    if storage_object is None or not storage_object.object_key:
+        return _jupyter_path(script_type, script_id)
+    return storage_object.object_key.removeprefix(f"{workspace_id}/")
+
+
 def validate_script_content(content: str, script_type: str) -> bytes:
     encoded = content.encode("utf-8")
     if len(encoded) > 10 * 1024 * 1024:
@@ -156,9 +192,16 @@ def validate_script_content(content: str, script_type: str) -> bytes:
 
 def script_payload(
     script: Scripts,
-    storage_object: StorageObjects | dict[str, Any],
+    storage_object: StorageObjects | dict[str, Any] | None,
+    *,
+    owner_display_name: str | None = None,
 ) -> dict[str, Any]:
-    if isinstance(storage_object, dict):
+    if storage_object is None:
+        relative_path = None
+        object_key = None
+        content_hash = None
+        size_bytes = 0
+    elif isinstance(storage_object, dict):
         relative_path = storage_object.get("relative_path")
         object_key = storage_object.get("object_key")
         content_hash = storage_object.get("content_hash")
@@ -169,16 +212,20 @@ def script_payload(
         content_hash = storage_object.content_hash
         size_bytes = storage_object.size_bytes
     workspace_prefix = f"{script.workspace_id}/"
-    jupyter_path = (
-        object_key[len(workspace_prefix) :]
-        if object_key and object_key.startswith(workspace_prefix)
-        else object_key
-    )
+    if object_key:
+        jupyter_path = (
+            object_key[len(workspace_prefix) :]
+            if object_key.startswith(workspace_prefix)
+            else object_key
+        )
+    else:
+        jupyter_path = _jupyter_path(script.script_type, script.script_id)
     return {
         "script_id": script.script_id,
         "workspace_id": script.workspace_id,
         "current_object_id": script.current_object_id,
         "owner_user_id": script.owner_user_id,
+        "owner_display_name": owner_display_name,
         "script_name": script.script_name,
         "script_type": script.script_type,
         "visibility": script.visibility,
@@ -219,7 +266,8 @@ async def get_script_row(
     session: AsyncSession,
     *,
     for_update: bool = False,
-) -> tuple[Scripts, StorageObjects]:
+    allow_missing_storage_object: bool = False,
+) -> tuple[Scripts, StorageObjects | None]:
     if for_update:
         script = await session.scalar(
             select(Scripts)
@@ -239,25 +287,39 @@ async def get_script_row(
             StorageObjects,
             script.current_object_id,
         )
-        if storage_object is None:
+        if storage_object is None and not allow_missing_storage_object:
             raise HTTPException(
                 status.HTTP_409_CONFLICT,
                 "script working-copy metadata is missing",
             )
         row = (script, storage_object)
     else:
-        statement = (
-            select(Scripts, StorageObjects)
-            .join(
-                StorageObjects,
-                StorageObjects.storage_object_id == Scripts.current_object_id,
+        if allow_missing_storage_object:
+            statement = (
+                select(Scripts, StorageObjects)
+                .outerjoin(
+                    StorageObjects,
+                    StorageObjects.storage_object_id == Scripts.current_object_id,
+                )
+                .where(
+                    Scripts.script_id == script_id,
+                    Scripts.workspace_id == context.workspace.workspace_id,
+                    Scripts.status == "active",
+                )
             )
-            .where(
-                Scripts.script_id == script_id,
-                Scripts.workspace_id == context.workspace.workspace_id,
-                Scripts.status == "active",
+        else:
+            statement = (
+                select(Scripts, StorageObjects)
+                .join(
+                    StorageObjects,
+                    StorageObjects.storage_object_id == Scripts.current_object_id,
+                )
+                .where(
+                    Scripts.script_id == script_id,
+                    Scripts.workspace_id == context.workspace.workspace_id,
+                    Scripts.status == "active",
+                )
             )
-        )
         row = (await session.execute(statement)).one_or_none()
     if row is None:
         raise HTTPException(status.HTTP_404_NOT_FOUND, "script not found")
@@ -412,7 +474,7 @@ async def create_script_record(
         bucket_name=bucket_name,
         object_key=object_key,
         object_key_hash=hashlib.sha256(object_key.encode("utf-8")).digest(),
-        storage_uri=f"s3://{bucket_name}/{object_key}",
+        storage_uri=build_storage_uri(bucket_name, object_key),
         file_name=name,
         file_extension=PurePosixPath(jupyter_name).suffix.lower() or None,
         mime_type=mime_type,
@@ -571,7 +633,9 @@ async def get_workspace_tree(
             select(StorageObjects.relative_path, StorageObjects.object_type).where(
                 StorageObjects.workspace_id == context.workspace.workspace_id,
                 StorageObjects.object_status == "available",
+                StorageObjects.is_deleted == 0,
                 StorageObjects.relative_path.like(like_prefix),
+                StorageObjects.usage_type.notin_(TREE_EXCLUDED_USAGE_TYPES),
             )
         )
     ).all()
@@ -612,6 +676,78 @@ async def get_workspace_tree(
                 },
             )
     sorted_dirs = sorted(directories.values(), key=lambda item: item["path"])
+    return {
+        "request_id": context.request_id,
+        "data": {"directories": sorted_dirs},
+       "meta": {"directory_count": len(sorted_dirs)},
+   }
+
+
+@router.get("/api/v1/workspace-directories")
+async def list_workspace_directories(
+    parent_path: str = Query(default=""),
+    context: RequestContext = Depends(request_context),
+    session: AsyncSession = Depends(database_session),
+) -> dict[str, Any]:
+    """List direct child directories of a workspace path.
+
+    Empty ``parent_path`` returns the directories immediately under the
+    user's scoped root.  Only available, non-deleted StorageObjects are
+    considered.
+    """
+    scoped_prefix = user_relative_path(context)
+    parent = normalize_user_path(parent_path)
+    target_prefix = f"{scoped_prefix}/{parent}" if parent else scoped_prefix
+    descendant_prefix = f"{target_prefix}/"
+
+    rows = (
+        await session.execute(
+            select(StorageObjects.relative_path).where(
+                StorageObjects.workspace_id == context.workspace.workspace_id,
+                StorageObjects.object_status == "available",
+                StorageObjects.is_deleted == 0,
+                StorageObjects.relative_path.like(f"{descendant_prefix}%"),
+                ~StorageObjects.relative_path.like(f"{descendant_prefix}%/%"),
+                StorageObjects.object_type == "directory",
+                StorageObjects.usage_type.notin_(TREE_EXCLUDED_USAGE_TYPES),
+            )
+        )
+    ).all()
+
+    directories: dict[str, dict[str, Any]] = {}
+    for (relative,) in rows:
+        if not relative or not relative.startswith(descendant_prefix):
+            continue
+        suffix = relative[len(descendant_prefix) :]
+        if "/" in suffix:
+            continue
+        child_path = f"{parent}/{suffix}" if parent else suffix
+        directories.setdefault(
+            child_path,
+            {
+                "path": child_path,
+                "name": suffix,
+                "parent_path": parent,
+                "has_children": False,
+            },
+        )
+
+    for directory in directories.values():
+        # directory['path'] is already workspace-relative and includes the parent segment.
+        child_prefix = f"{scoped_prefix}/{directory['path']}/"
+        has_children = await session.scalar(
+            select(StorageObjects.storage_object_id).where(
+                StorageObjects.workspace_id == context.workspace.workspace_id,
+                StorageObjects.object_status == "available",
+                StorageObjects.is_deleted == 0,
+                StorageObjects.relative_path.like(f"{child_prefix}%"),
+                ~StorageObjects.relative_path.like(f"{child_prefix}%/%"),
+                StorageObjects.usage_type.notin_(TREE_EXCLUDED_USAGE_TYPES),
+            ).limit(1)
+        )
+        directory["has_children"] = has_children is not None
+
+    sorted_dirs = sorted(directories.values(), key=lambda item: item["path"])
     return {
         "request_id": context.request_id,
         "data": {"directories": sorted_dirs},
@@ -873,11 +1009,12 @@ async def list_scripts(
     session: AsyncSession = Depends(database_session),
 ) -> dict[str, Any]:
     statement = (
-        select(Scripts, StorageObjects)
+        select(Scripts, StorageObjects, Users.display_name)
         .join(
             StorageObjects,
             StorageObjects.storage_object_id == Scripts.current_object_id,
         )
+        .outerjoin(Users, Users.user_id == Scripts.owner_user_id)
         .where(
             Scripts.workspace_id == context.workspace.workspace_id,
             Scripts.status == "active",
@@ -888,7 +1025,8 @@ async def list_scripts(
     return {
         "request_id": context.request_id,
         "data": [
-            script_payload(script, storage_object) for script, storage_object in rows
+            script_payload(script, storage_object, owner_display_name=owner_display_name)
+            for script, storage_object, owner_display_name in rows
         ],
         "meta": {"count": len(rows)},
     }
@@ -971,24 +1109,16 @@ async def update_script(
     context: RequestContext = Depends(request_context),
     session: AsyncSession = Depends(database_session),
 ) -> dict[str, Any]:
-    # Look up the Scripts row on its own: jupyter-only scripts do not
-    # have a StorageObjects row to JOIN against, and update is an
-    # in-place overwrite of the same jupyter path, so we do not need
-    # any object-store metadata.
-    script = await session.scalar(
-        select(Scripts)
-        .where(
-            Scripts.script_id == script_id,
-            Scripts.workspace_id == context.workspace.workspace_id,
-            Scripts.status == "active",
-        )
-        .with_for_update()
+    # Load the working-copy StorageObject as well as the Scripts row.
+    # Jupyter-only scripts may not have a StorageObjects row; allow that
+    # case and fall back to the flat _jupyter_path() name.
+    script, storage_object = await get_script_row(
+        script_id,
+        context,
+        session,
+        for_update=True,
+        allow_missing_storage_object=True,
     )
-    if script is None:
-        raise HTTPException(
-            status.HTTP_404_NOT_FOUND,
-            "script not found",
-        )
     require_script_modify_access(
         script,
         user_id=context.user.user_id,
@@ -997,21 +1127,23 @@ async def update_script(
     content = validate_script_content(payload.content, script.script_type)
     runtime_client = request.app.state.runtime_client
     workspace_id = context.workspace.workspace_id
-    jupyter_name = _jupyter_path(script.script_type, script.script_id)
+    jupyter_path = _derive_jupyter_path(
+        storage_object, workspace_id, script.script_type, script.script_id
+    )
     try:
         if script.script_type == "notebook":
             notebook = json.loads(content.decode("utf-8"))
             jupyter_resp = await runtime_client.create_notebook(
                 workspace_id,
-                name=jupyter_name,
+                name=jupyter_path,
                 cells=notebook.get("cells"),
             )
         else:
             jupyter_resp = await runtime_client.upload_file(
                 workspace_id,
-                name=jupyter_name,
+                name=jupyter_path,
                 content=content.decode("utf-8"),
-                content_type=(mimetypes.guess_type(jupyter_name)[0] or "text/plain"),
+                content_type=(mimetypes.guess_type(jupyter_path)[0] or "text/plain"),
             )
     except RuntimeClientError as exc:
         raise HTTPException(
@@ -1022,8 +1154,8 @@ async def update_script(
     script.updated_at = datetime.now(UTC).replace(tzinfo=None)
     storage_data = {
         "storage_object_id": script.current_object_id,
-        "relative_path": jupyter_name,
-        "object_key": f"{workspace_id}/{jupyter_name}",
+        "relative_path": jupyter_path,
+        "object_key": f"{workspace_id}/{jupyter_path}",
         "content_hash": hashlib.sha256(content).hexdigest(),
         "size_bytes": len(content),
     }
@@ -1083,23 +1215,16 @@ async def delete_script(
     context: RequestContext = Depends(request_context),
     session: AsyncSession = Depends(database_session),
 ) -> dict[str, Any]:
-    # Scripts created via the jupyter path do not have a corresponding
-    # StorageObjects row, so we look up the Scripts row on its own and
-    # forward the delete to the workspace's live Jupyter instance.
-    script = await session.scalar(
-        select(Scripts)
-        .where(
-            Scripts.script_id == script_id,
-            Scripts.workspace_id == context.workspace.workspace_id,
-            Scripts.status == "active",
-        )
-        .with_for_update()
+    # Load the working-copy StorageObject if it exists. Jupyter-only
+    # scripts may not have a StorageObjects row; fall back to the flat
+    # _jupyter_path() name in that case.
+    script, storage_object = await get_script_row(
+        script_id,
+        context,
+        session,
+        for_update=True,
+        allow_missing_storage_object=True,
     )
-    if script is None:
-        raise HTTPException(
-            status.HTTP_404_NOT_FOUND,
-            "script not found",
-        )
     require_script_modify_access(
         script,
         user_id=context.user.user_id,
@@ -1107,17 +1232,23 @@ async def delete_script(
     )
 
     runtime_client = request.app.state.runtime_client
+    workspace_id = context.workspace.workspace_id
+    jupyter_path = _derive_jupyter_path(
+        storage_object, workspace_id, script.script_type, script.script_id
+    )
     try:
-        await runtime_client.delete_file(
-            context.workspace.workspace_id,
-            name=_jupyter_path(script.script_type, script.script_id),
-        )
+        await runtime_client.delete_file(workspace_id, name=jupyter_path)
     except RuntimeClientError as exc:
         raise HTTPException(
             status_code=exc.status_code,
             detail=exc.detail,
         ) from exc
 
+    if storage_object:
+        storage_object.object_status = "deleted"
+        storage_object.is_deleted = 1
+        storage_object.deleted_at = datetime.now(UTC).replace(tzinfo=None)
+
     script.status = "deleted"
     script.deleted_at = datetime.now(UTC).replace(tzinfo=None)
     return {
@@ -1142,25 +1273,16 @@ async def publish_version(
     context: RequestContext = Depends(request_context),
     session: AsyncSession = Depends(database_session),
 ) -> dict[str, Any]:
-    # Jupyter-only scripts do not have a StorageObjects row, so the
-    # legacy get_script_row helper raises 409 before we even get here.
-    # Look up the Scripts row on its own — version publication is a
-    # metadata operation, we do not need the working-copy object
-    # metadata.
-    script = await session.scalar(
-        select(Scripts)
-        .where(
-            Scripts.script_id == script_id,
-            Scripts.workspace_id == context.workspace.workspace_id,
-            Scripts.status == "active",
-        )
-        .with_for_update()
+    # Load the working-copy StorageObject if it exists. Jupyter-only
+    # scripts may not have a StorageObjects row; fall back to the flat
+    # _jupyter_path() name when reading from Jupyter.
+    script, storage_object = await get_script_row(
+        script_id,
+        context,
+        session,
+        for_update=True,
+        allow_missing_storage_object=True,
     )
-    if script is None:
-        raise HTTPException(
-            status.HTTP_404_NOT_FOUND,
-            "script not found",
-        )
     require_script_modify_access(
         script,
         user_id=context.user.user_id,
@@ -1180,9 +1302,11 @@ async def publish_version(
     # files come back as a UTF-8 string.
     runtime_client = request.app.state.runtime_client
     workspace_id = context.workspace.workspace_id
-    jupyter_name = _jupyter_path(script.script_type, script.script_id)
+    jupyter_path = _derive_jupyter_path(
+        storage_object, workspace_id, script.script_type, script.script_id
+    )
     try:
-        contents = await runtime_client.get_file(workspace_id, name=jupyter_name)
+        contents = await runtime_client.get_file(workspace_id, name=jupyter_path)
     except RuntimeClientError as exc:
         raise HTTPException(
             status_code=exc.status_code,
@@ -1241,7 +1365,7 @@ async def publish_version(
         artifact_object_id=artifact_data["storage_object_id"],
         version_no=version_no,
         version_label=f"v{version_no}.0",
-        source_path=jupyter_name,
+        source_path=jupyter_path,
         artifact_path=artifact_data["storage_uri"],
         content_hash=content_hash,
         file_size_bytes=len(content),

backend/src/backend/services/storage.py

@@ -47,6 +47,7 @@ from common.storage.schemas import (
     DownloadUrlRequest,
     ServerObjectRequest,
 )
+from common.storage import build_storage_uri
 
 
 # ── shared low-level helpers (module-private) ────────────────────────────
@@ -90,7 +91,7 @@ def _build_storage_object(
         bucket_name=upload.bucket_name,
         object_key=upload.object_key,
         object_key_hash=upload.object_key_hash,
-        storage_uri=f"s3://{upload.bucket_name}/{upload.object_key}",
+        storage_uri=build_storage_uri(upload.bucket_name, upload.object_key),
         file_name=safe_name,
         file_extension=PurePosixPath(safe_name).suffix.lower() or None,
         mime_type=content_type,
@@ -519,4 +520,4 @@ async def soft_delete_object(
             "trash_key": item.trash_key,
             "trash_bucket": settings.s3_trash_bucket,
         }
-    }
+    }

backend/src/backend/storage_api.py

@@ -19,7 +19,7 @@ from common.db.models import (
     Workspaces,
 )
 from common.ids import new_ulid
-from common.storage import actual_bucket_name
+from common.storage import actual_bucket_name, build_storage_uri
 from common.storage.schemas import (
     CreateUploadRequest,
     DownloadUrlRequest,
@@ -350,7 +350,7 @@ async def upload_bytes_to_session(
         bucket_name=upload.bucket_name,
         object_key=upload.object_key,
         object_key_hash=upload.object_key_hash,
-        storage_uri=f"s3://{upload.bucket_name}/{upload.object_key}",
+        storage_uri=build_storage_uri(upload.bucket_name, upload.object_key),
         file_name=file_name,
         file_extension=PurePosixPath(file_name).suffix.lower() or None,
         mime_type=upload.content_type,

common/src/common/storage/__init__.py

@@ -23,6 +23,7 @@ from .factory import (
     PURPOSE_BUCKETS,
     RCLONE_REMOTE_NAME,
     actual_bucket_name,
+    build_storage_uri,
     build_storage_config,
     create_storage,
     rclone_remote_spec,
@@ -34,6 +35,7 @@ __all__ = [
     "create_storage",
     "build_storage_config",
     "actual_bucket_name",
+    "build_storage_uri",
     "workspaces_root",
     "rclone_remote_spec",
     "RCLONE_REMOTE_NAME",

common/src/common/storage/factory.py

@@ -78,6 +78,24 @@ def actual_bucket_name(purpose: str) -> str:
     return getattr(settings, f"s3_{purpose}_bucket")
 
 
+def build_storage_uri(bucket_name: str, object_key: str) -> str:
+    """根据 ``settings.storage_backend`` 构造对象的 storage_uri。
+
+    - s3 模式:``s3://{bucket_name}/{object_key}``
+    - local 模式:``file://{absolute_bucket_path}/{object_key}``
+
+    local 模式下 ``bucket_name`` 是文件系统路径(见 ``actual_bucket_name``),
+    不能直接用 ``s3://`` 前缀,否则会产生 ``s3:///data/version/...`` 这种
+    非法 URI。因此返回 ``file://`` URI,并把相对路径先转成绝对路径。
+    """
+    from common.config import settings  # 延迟 import 避免循环
+
+    if settings.storage_backend == "local":
+        absolute_path = Path(bucket_name).absolute().as_posix()
+        return f"file://{absolute_path}/{object_key}"
+    return f"s3://{bucket_name}/{object_key}"
+
+
 def build_storage_config(bucket_name: str) -> Dict[str, Any]:
     """根据 ``settings.storage_backend`` 构造 ``create_storage()`` 的入参。
 

docker-compose.yml

@@ -3,6 +3,11 @@ services:
     build:
       context: .
       dockerfile: backend/Dockerfile
+    logging:
+      driver: json-file
+      options:
+        max-size: "200m"
+        max-file: "10"
     restart: "no"
     command:
       - uv
@@ -21,6 +26,11 @@ services:
     build:
       context: .
       dockerfile: frontend/Dockerfile
+    logging:
+      driver: json-file
+      options:
+        max-size: "200m"
+        max-file: "10"
     restart: unless-stopped
    # Architecture §2.2: this is the only service exposed to the host. The
     # default.conf file is mounted as a template; scripts/nginx-entrypoint.sh
@@ -50,6 +60,11 @@ services:
     build:
       context: .
       dockerfile: backend/Dockerfile
+    logging:
+      driver: json-file
+      options:
+        max-size: "200m"
+        max-file: "10"
     restart: unless-stopped
    # No host port: architecture §2.2 — only Nginx is externally reachable.
     # No local-FS volume: backend stores everything in S3 (S3_*).
@@ -73,7 +88,7 @@ services:
       S3_RUN_LOG_BUCKET: ${S3_RUN_LOG_BUCKET:-run-log}
       S3_TRASH_BUCKET: ${S3_TRASH_BUCKET:-trash}
       S3_TRASH_RETENTION_DAYS: ${S3_TRASH_RETENTION_DAYS:-30}
-      READINESS_TARGETS: ${MYSQL_HOST:?MYSQL_HOST is required}:${MYSQL_PORT:-3306},${S3_HOST:-s3}:${S3_PORT:-9000},runtime:8000
+      READINESS_TARGETS: ${MYSQL_HOST:?MYSQL_HOST is required}:${MYSQL_PORT:-3306},runtime:8000
     depends_on:
       migrate:
         condition: service_completed_successfully
@@ -96,6 +111,11 @@ services:
     build:
       context: .
       dockerfile: runtime/Dockerfile
+    logging:
+      driver: json-file
+      options:
+        max-size: "200m"
+        max-file: "10"
     restart: unless-stopped
     ports:
       - 8892:8000
@@ -150,6 +170,11 @@ services:
     build:
       context: .
       dockerfile: schedule/Dockerfile
+    logging:
+      driver: json-file
+      options:
+        max-size: "200m"
+        max-file: "10"
     restart: unless-stopped
    # No host port: architecture §2.2 — only Nginx is externally reachable.
    # No local-FS volume: schedule executes nodes via tempfile.TemporaryDirectory

frontend/app/components/platform/ScriptExplorer.tsx

@@ -1,8 +1,9 @@
-import { type ChangeEvent, type MouseEvent as ReactMouseEvent, type RefObject, useEffect, useMemo, useState } from "react";
+import { type ChangeEvent, type MouseEvent as ReactMouseEvent, type RefObject, useMemo } from "react";
 import Icon from "../common/Icon";
 import { WorkspaceTreeGroup } from "~/features/platform/WorkspaceTree";
-import type { ScriptItem, WorkspaceDirectory, WorkspaceMember } from "~/services/api";
-import { useApi, useAuth, type AuthUser } from "~/context/AuthContext";
+import { useScriptWorkspaceStore } from "~/features/platform/state/scriptWorkspaceStore";
+import type { ScriptItem, WorkspaceDirectory } from "~/services/api";
+import { type AuthUser } from "~/context/AuthContext";
 
 type ScriptExplorerProps = {
   scripts: ScriptItem[];
@@ -50,36 +51,11 @@ export function ScriptExplorer({
   uploadInputRef,
   onHandleUpload,
 }: ScriptExplorerProps) {
-  const api = useApi();
-  const { currentWorkspace } = useAuth();
-  const [members, setMembers] = useState<WorkspaceMember[]>([]);
-
-  useEffect(() => {
-    if (!currentWorkspace) {
-      setMembers([]);
-      return;
-    }
-    let cancelled = false;
-    api
-      .listWorkspaceMembers(currentWorkspace.workspace_id)
-      .then((list) => {
-        if (!cancelled) setMembers(list);
-      })
-      .catch(() => {
-        if (!cancelled) setMembers([]);
-      });
-    return () => {
-      cancelled = true;
-    };
-  }, [api, currentWorkspace]);
-
-  const displayNameByUserId = useMemo(() => {
-    const map = new Map<string, string>();
-    for (const m of members) {
-      map.set(m.user_id, m.display_name || m.username || m.user_id);
-    }
-    return map;
-  }, [members]);
+  const expandedPaths = useScriptWorkspaceStore((s) => s.expandedPaths);
+  const loadingChildrenPaths = useScriptWorkspaceStore(
+    (s) => s.loadingChildrenPaths,
+  );
+  const onToggle = useScriptWorkspaceStore((s) => s.toggleExpanded);
 
   const memberScriptGroups = useMemo(() => {
     const visibleScripts =
@@ -93,6 +69,10 @@ export function ScriptExplorer({
           );
 
     const byOwner = new Map<string, ScriptItem[]>();
+    // 当前用户的目录树即使没有脚本也要渲染，所以预置空组。
+    if (user?.user_id) {
+      byOwner.set(user.user_id, []);
+    }
     for (const item of visibleScripts) {
       const list = byOwner.get(item.owner_user_id) ?? [];
       list.push(item);
@@ -106,7 +86,7 @@ export function ScriptExplorer({
     }[] = [];
     for (const [ownerUserId, groupScripts] of byOwner.entries()) {
       const displayName =
-        displayNameByUserId.get(ownerUserId) ??
+        groupScripts[0]?.owner_display_name ??
         (ownerUserId === user?.user_id ? user?.display_name : null) ??
         `${ownerUserId.slice(-6)}…`;
       const groupUser =
@@ -139,7 +119,7 @@ export function ScriptExplorer({
     });
 
     return groups;
-  }, [filteredScripts, user, displayNameByUserId]);
+  }, [filteredScripts, directories, user]);
 
   return (
     <aside className="explorer">
@@ -202,23 +182,30 @@ export function ScriptExplorer({
           </div>
         ) : (
           <>
-            {memberScriptGroups.map((group) => (
-              <WorkspaceTreeGroup
-                key={group.user?.user_id ?? "anon"}
-                title={`${group.user?.display_name}`}
-                scripts={group.scripts}
-                directories={group.directories}
-                selectedId={selectedId}
-                onSelect={onSelect}
-                onContextMenu={
-                  group.user?.user_id === user?.user_id
-                    ? onContextMenu
-                    : undefined
-                }
-                readOnly={group.user?.user_id !== user?.user_id}
-              />
-            ))}
-            {filteredScripts.length === 0 && (
+            {memberScriptGroups.map((group) => {
+              const ownerKey = group.user?.user_id ?? "anon";
+              return (
+                <WorkspaceTreeGroup
+                  key={ownerKey}
+                  groupKey={`__group__${ownerKey}`}
+                  title={`${group.user?.display_name}`}
+                  scripts={group.scripts}
+                  directories={group.directories}
+                  selectedId={selectedId}
+                  onSelect={onSelect}
+                  onContextMenu={
+                    group.user?.user_id === user?.user_id
+                      ? onContextMenu
+                      : undefined
+                  }
+                  readOnly={group.user?.user_id !== user?.user_id}
+                  expandedPaths={expandedPaths}
+                  onToggle={onToggle}
+                  loadingChildrenPaths={loadingChildrenPaths}
+                />
+              );
+            })}
+            {filteredScripts.length === 0 && directories.length === 0 && (
               <div className="tree-empty">
                 <span className="tree-empty__icon">
                   <Icon name="script" size={24} />

frontend/app/context/AuthContext.tsx

@@ -230,7 +230,8 @@ export function useApi(): WorkspaceBoundApi {
     deleteScript: (scriptId) => rawApi.deleteScript(workspaceId, scriptId),
     setScriptLock: (scriptId, isLocked) =>
       rawApi.setScriptLock(workspaceId, scriptId, isLocked),
-    listWorkspaceDirectories: () => rawApi.listWorkspaceDirectories(workspaceId),
+    listWorkspaceDirectories: (parentPath?: string) =>
+      rawApi.listWorkspaceDirectories(workspaceId, parentPath ?? ""),
     createWorkspaceDirectory: (directoryName, parentPath) =>
       rawApi.createWorkspaceDirectory(workspaceId, directoryName, parentPath),
     deleteWorkspaceDirectory: (path) =>

frontend/app/features/platform/PythonEditor.tsx

@@ -0,0 +1,129 @@
+import { useEffect, useRef, useState } from "react";
+import Editor from "@monaco-editor/react";
+
+import Icon from "../../components/common/Icon";
+
+import type { ScriptItem } from "../../services/api";
+
+interface PythonEditorProps {
+  script: ScriptItem;
+  scriptId: string;
+  initialContent: string;
+  saving: boolean;
+  dirty: boolean;
+  loading: boolean;
+  loadError?: string | null;
+  onChange: (scriptId: string, value: string) => void;
+  onSave: (scriptId: string) => void;
+  onEndEditing: (scriptId: string) => void;
+  onCloseTab: (scriptId: string) => void;
+}
+
+export function PythonEditor({
+  script,
+  scriptId,
+  initialContent,
+  saving,
+  dirty,
+  loading,
+  loadError,
+  onChange,
+  onSave,
+  onEndEditing,
+  onCloseTab,
+}: PythonEditorProps) {
+  const containerRef = useRef<HTMLDivElement | null>(null);
+  const [value, setValue] = useState(initialContent);
+
+  useEffect(() => {
+    const onKey = (e: KeyboardEvent) => {
+      const mod = e.metaKey || e.ctrlKey;
+      if (!mod) return;
+      if (e.key.toLowerCase() === "s") {
+        e.preventDefault();
+        if (dirty && !saving) onSave(scriptId);
+      } else if (e.key.toLowerCase() === "w") {
+        e.preventDefault();
+        onCloseTab(scriptId);
+      }
+    };
+    containerRef.current?.addEventListener("keydown", onKey);
+    return () => containerRef.current?.removeEventListener("keydown", onKey);
+  }, [dirty, saving, onSave, onCloseTab, scriptId]);
+
+  useEffect(() => {
+    if (!dirty || saving) return;
+    const t = window.setTimeout(() => onSave(scriptId), 30_000);
+    return () => window.clearTimeout(t);
+  }, [value, dirty, saving, onSave, scriptId]);
+
+  const hasSyncedRef = useRef(false);
+  useEffect(() => {
+    if (!loading && initialContent !== null && !hasSyncedRef.current) {
+      setValue(initialContent);
+      hasSyncedRef.current = true;
+    }
+  }, [loading, initialContent]);
+
+  if (loading) {
+    return (
+      <div className="python-editor" ref={containerRef}>
+        <section className="editor-opening-state" aria-live="polite" style={{ display: "block" }}>
+          <div className="editor-opening-state__icon">
+            <span className="button-spinner button-spinner--blue" />
+          </div>
+          <strong>正在打开 Python 编辑器</strong>
+          <p>正在加载文件内容…</p>
+        </section>
+      </div>
+    );
+  }
+
+  if (loadError) {
+    return (
+      <div className="python-editor" ref={containerRef}>
+        <section className="editor-opening-state has-error" aria-live="polite" style={{ display: "block" }}>
+          <div className="editor-opening-state__icon">
+            <Icon name="info" size={28} />
+          </div>
+          <strong>Python 编辑器打开失败</strong>
+          <p>{loadError}</p>
+        </section>
+      </div>
+    );
+  }
+
+  return (
+    <div className="python-editor" ref={containerRef}>
+      {dirty && <div className="editor-dirty-banner">未保存修改</div>}
+      <div className="python-editor__status">
+        <span>
+          <i /> Workspace Python Editor
+        </span>
+        <span>{script.relative_path}</span>
+      </div>
+      <div className="python-editor__canvas">
+        <Editor
+          height="100%"
+          language="python"
+          theme="vs"
+          value={value}
+          onChange={(v) => {
+            setValue(v ?? "");
+            onChange(scriptId, v ?? "");
+          }}
+          options={{
+            minimap: { enabled: initialContent.length > 5000 },
+            wordWrap: "on",
+            fontSize: 13,
+            automaticLayout: true,
+            renderLineHighlight: "gutter",
+            contextmenu: false,
+            dragAndDrop: false,
+            scrollBeyondLastLine: false,
+          }}
+        />
+      </div>
+    </div>
+  );
+}

frontend/app/features/platform/ScriptWorkspace.tsx

@@ -4,15 +4,16 @@ import type {
   LatestVersion,
   ScriptItem,
   ScriptType,
-} from "../../services/api";
+} from "~/services/api";
 import { scriptIcon } from "./WorkspaceTree";
 import type { MouseEvent as ReactMouseEvent } from "react";
 import Editor from "@monaco-editor/react";
 import { useRef, useLayoutEffect, useState, useEffect } from "react";
 
-import { useScriptWorkspaceStore } from "./state/scriptWorkspaceStore";
-import { useAuth } from "../../context/AuthContext";
-import { getScriptContent } from "../../services/api";
+import { useScriptWorkspaceStore, type PythonEditorBuffer } from "./state/scriptWorkspaceStore";
+import { PythonEditor } from "./PythonEditor";
+import { useAuth } from "~/context/AuthContext";
+import { getScriptContent } from "~/services/api";
 
 type ToastState = {
   tone: "success" | "error" | "info";
@@ -28,6 +29,7 @@ interface CachedSession {
 
 type ScriptWorkspaceProps = {
   script: ScriptItem;
+  scripts: ScriptItem[];
   sessionCache: Map<string, CachedSession>;
   editSession: ActiveEditSession | null;
   jupyterUrl: string | null;
@@ -43,6 +45,13 @@ type ScriptWorkspaceProps = {
   onNewTab: () => void;
   onPublish: () => void;
   onInfo: (toast: ToastState) => void;
+
+  pythonEditorBuffers: Record<string, PythonEditorBuffer>;
+  onOpenPythonEditor: () => void;
+  onSetPythonEditorContent: (scriptId: string, v: string) => void;
+  onSavePythonEditor: (scriptId: string) => void;
+  onExitPythonEditor: (scriptId: string) => void;
+  onClosePythonTab: (scriptId: string) => void;
 };
 
 function formatTime(value: string) {
@@ -104,6 +113,7 @@ function confineJupyterFrame(frame: HTMLIFrameElement): void {
 
 export function ScriptWorkspace({
   script,
+  scripts,
   sessionCache,
   editSession,
   jupyterUrl,
@@ -119,13 +129,30 @@ export function ScriptWorkspace({
   onNewTab,
   onPublish,
   onInfo,
+
+  pythonEditorBuffers,
+  onOpenPythonEditor,
+  onSetPythonEditorContent,
+  onSavePythonEditor,
+  onExitPythonEditor,
+  onClosePythonTab,
 }: ScriptWorkspaceProps) {
   const { user } = useAuth();
   const tabbarRef = useRef<HTMLDivElement | null>(null);
   const isNotebook = script.script_type === "notebook";
+  const isPython = script.script_type === "python";
   // 判断当前选中的文件是否正在编辑（需要同时检查 session_status 和 script_id）
   const isEditing = editSession?.session_status === "active"
                  && editSession?.script_id === script.script_id;
+  const activePythonBuf = isPython ? pythonEditorBuffers[script.script_id] : null;
+  const isPythonEditing = isPython && !!activePythonBuf;
+  const showSaveButton = isPythonEditing && activePythonBuf &&
+    (activePythonBuf.dirty || activePythonBuf.saving || activePythonBuf.initial);
+  const saveDisabled = !activePythonBuf?.dirty || activePythonBuf?.saving;
+  const pythonTabBuffers = openTabs.filter(
+    (t) => t.scriptType === "python" && pythonEditorBuffers[t.scriptId],
+  );
+  const hasEmbeddedContent = sessionCache.size > 0 || pythonTabBuffers.length > 0;
 
   // 只读模式状态
   const [readOnlyContent, setReadOnlyContent] = useState<string | null>(null);
@@ -249,7 +276,23 @@ export function ScriptWorkspace({
           <strong>{script.script_name}</strong>
         </div>
         <div className="editor-toolbar__actions">
-          {isEditing ? (
+          {isPythonEditing ? (
+            <>
+              {showSaveButton && (
+                <button
+                  type="button"
+                  className={`editor-save-button${activePythonBuf?.saving ? " is-saving" : ""}`}
+                  disabled={saveDisabled}
+                  onClick={() => onSavePythonEditor(script.script_id)}
+                >
+                  {activePythonBuf?.saving
+                    ? <><span className="button-spinner button-spinner--blue" /> 保存中</>
+                    : "保存"}
+                </button>
+              )}
+              <button type="button" className="end-edit-button" onClick={() => onExitPythonEditor(script.script_id)}>结束编辑</button>
+            </>
+          ) : isEditing ? (
             <button
               className="end-edit-button"
               type="button"
@@ -327,6 +370,40 @@ export function ScriptWorkspace({
       ) : (
         // 正常编辑模式：原有的 iframe + Monaco 预览逻辑
         <div className={`editor-canvas ${sessionCache.size > 0 ? 'is-embedded' : ''}`} style={sessionCache.size > 0 ? { position: 'relative', minHeight: '0', height: '100%' } : undefined}>
+          {/* 多 PythonEditor 实例：每个有 buffer 的 python tab 都挂载，仅 active 可见 */}
+          {pythonTabBuffers.map((tab) => {
+          const tabScript = scripts.find((s) => s.script_id === tab.scriptId);
+          if (!tabScript) return null;
+          const buf = pythonEditorBuffers[tab.scriptId];
+          const isActive = tab.scriptId === script.script_id;
+          return (
+            <section
+              key={tab.scriptId}
+              className="python-editor-mount"
+              style={{
+                position: isActive ? "relative" : "absolute",
+                visibility: isActive ? "visible" : "hidden",
+                pointerEvents: isActive ? "auto" : "none",
+                width: "100%",
+                height: "100%",
+              }}
+            >
+              <PythonEditor
+                scriptId={tab.scriptId}
+                script={tabScript}
+                initialContent={buf.initialContent ?? ""}
+                loading={buf.initialContent === null && !buf.loadError}
+                loadError={buf.loadError}
+                saving={buf.saving}
+                dirty={buf.dirty}
+                onChange={onSetPythonEditorContent}
+                onSave={onSavePythonEditor}
+                onEndEditing={onExitPythonEditor}
+                onCloseTab={onClosePythonTab}
+              />
+            </section>
+          );
+        })}
           {/* 渲染所有缓存的 iframe */}
           {Array.from(sessionCache.entries()).map(([scriptId, cached]) => {
             const isActive = scriptId === script.script_id;
@@ -366,67 +443,67 @@ export function ScriptWorkspace({
             );
           })}
 
-          {/* 当前脚本没有缓存时的状态显示 */}
-          {!sessionCache.has(script.script_id) ? (
-            isNotebook ? (
-              <section
-                className={`editor-opening-state${openError ? " has-error" : ""}`}
-                aria-live="polite"
-                style={{ display: 'block' }}
+        {/* 当前脚本没有缓存时的状态显示 */}
+        {!sessionCache.has(script.script_id) ? (
+          isNotebook ? (
+            <section
+              className={`editor-opening-state${openError ? " has-error" : ""}`}
+              aria-live="polite"
+              style={{ display: 'block' }}
+            >
+              <div className="editor-opening-state__icon">
+                {openError
+                  ? <Icon name="info" size={28} />
+                  : <span className="button-spinner button-spinner--blue" />}
+              </div>
+              <strong>
+                {openError ? "Notebook 打开失败" : "正在打开 Notebook"}
+              </strong>
+              <p>
+                {openError
+                  ? openError
+                  : "正在获取编辑锁并连接 Workspace Jupyter Server…"}
+              </p>
+              {openError && (
+                <button
+                  className="open-editor-button"
+                  type="button"
+                  disabled={editBusy}
+                  onClick={onOpenEditor}
+                >
+                  {editBusy
+                    ? <span className="button-spinner button-spinner--blue" />
+                    : <Icon name="refresh" size={16} />}
+                  {editBusy ? "正在重试…" : "重试打开"}
+                </button>
+              )}
+            </section>
+          ) : isPython && !activePythonBuf ? (
+            <section className="script-overview">
+            <div className="script-overview__header">
+              <div>
+                <span className="section-kicker">PYTHON SCRIPT</span>
+                <h2>{script.script_name}</h2>
+                <p>{script.relative_path}</p>
+              </div>
+              <button
+                className={`open-editor-button${isEditing ? " is-editing" : ""}`}
+                type="button"
+                disabled={editBusy}
+                onClick={onOpenEditor}
               >
-                <div className="editor-opening-state__icon">
-                  {openError
-                    ? <Icon name="info" size={28} />
-                    : <span className="button-spinner button-spinner--blue" />}
-                </div>
-                <strong>
-                  {openError ? "Notebook 打开失败" : "正在打开 Notebook"}
-                </strong>
-                <p>
-                  {openError
-                    ? openError
-                    : "正在获取编辑锁并连接 Workspace Jupyter Server…"}
-                </p>
-                {openError && (
-                  <button
-                    className="open-editor-button"
-                    type="button"
-                    disabled={editBusy}
-                    onClick={onOpenEditor}
-                  >
-                    {editBusy
-                      ? <span className="button-spinner button-spinner--blue" />
-                      : <Icon name="refresh" size={16} />}
-                    {editBusy ? "正在重试…" : "重试打开"}
-                  </button>
-                )}
-              </section>
-            ) : (
-              <section className="script-overview">
-                <div className="script-overview__header">
-                  <div>
-                    <span className="section-kicker">PYTHON SCRIPT</span>
-                    <h2>{script.script_name}</h2>
-                    <p>{script.relative_path}</p>
-                  </div>
-                  <button
-                    className={`open-editor-button${isEditing ? " is-editing" : ""}`}
-                    type="button"
-                    disabled={editBusy}
-                    onClick={onOpenEditor}
-                  >
-                    {editBusy
-                      ? <span className="button-spinner button-spinner--blue" />
-                      : <Icon name="external" size={17} />}
-                    {editBusy
-                      ? "正在准备编辑器…"
-                      : isEditing
-                        ? "继续编辑"
-                        : "打开编辑器"}
-                  </button>
-                </div>
+                {editBusy
+                  ? <span className="button-spinner button-spinner--blue" />
+                  : <Icon name="external" size={17} />}
+                {editBusy
+                  ? "正在准备编辑器…"
+                  : isEditing
+                    ? "继续编辑"
+                    : "打开编辑器"}
+              </button>
+            </div>
 
-                <div className="metadata-grid">
+            <div className="metadata-grid">
                   <div>
                     <span>脚本类型</span>
                     <strong>Python</strong>
@@ -448,8 +525,7 @@ export function ScriptWorkspace({
                     <strong>{formatTime(script.updated_at)}</strong>
                   </div>
                 </div>
-
-                <div className="preview-card">
+            <div className="preview-card">
                   <div className="preview-card__bar">
                     <div>
                       <span className="window-dot window-dot--red" />
@@ -465,23 +541,23 @@ export function ScriptWorkspace({
                   />
                 </div>
 
-                <div className="integrity-row">
-                  <span>
-                    <Icon name="check" size={15} />
-                  </span>
-                  <span>SHA-256&nbsp; {shortHash(script.content_hash)}</span>
-                  <span>
-                    稳定版本&nbsp;
-                    {versionsLoading
-                      ? "加载中"
-                      : latestVersion
-                        ? `${latestVersion.version_label} · ${latestVersion.versions_id}`
-                        : "尚未发布"}
-                  </span>
-                </div>
-              </section>
-            )
-          ) : null}
+            <div className="integrity-row">
+              <span>
+                <Icon name="check" size={15} />
+                {/*{isEditing ? "Demo 无锁编辑会话已连接" : "工作副本已同步"}*/}
+              </span>
+              <span>SHA-256&nbsp; {shortHash(script.content_hash)}</span>
+              <span>
+                稳定版本&nbsp;
+                {versionsLoading
+                  ? "加载中"
+                  : latestVersion
+                    ? `${latestVersion.version_label} · ${latestVersion.versions_id}`
+                    : "尚未发布"}
+              </span>
+            </div>
+          </section>
+          ) : null):null}
         </div>
       )}
     </>

frontend/app/features/platform/ScriptsPage.tsx

@@ -32,6 +32,8 @@ export default function ScriptsPage() {
   const latestVersion = useScriptWorkspaceStore((s) => s.latestVersion);
   const latestVersionLoading = useScriptWorkspaceStore((s) => s.latestVersionLoading);
 
+  const pythonEditorBuffers = useScriptWorkspaceStore((s) => s.pythonEditorBuffers);
+
   // store actions
   const setKeyword = useScriptWorkspaceStore((s) => s.setKeyword);
   const load = useScriptWorkspaceStore((s) => s.load);
@@ -42,6 +44,10 @@ export default function ScriptsPage() {
   const switchTab = useScriptWorkspaceStore((s) => s.switchTab);
   const openScriptEditor = useScriptWorkspaceStore((s) => s.openScriptEditor);
   const endEditing = useScriptWorkspaceStore((s) => s.endEditing);
+  const openPythonEditor = useScriptWorkspaceStore((s) => s.openPythonEditor);
+  const setPythonEditorContent = useScriptWorkspaceStore((s) => s.setPythonEditorContent);
+  const savePythonEditor = useScriptWorkspaceStore((s) => s.savePythonEditor);
+  const exitPythonEditor = useScriptWorkspaceStore((s) => s.exitPythonEditor);
   const loadLatestVersion = useScriptWorkspaceStore((s) => s.loadLatestVersion);
   const createScript = useScriptWorkspaceStore((s) => s.createScript);
   const uploadScripts = useScriptWorkspaceStore((s) => s.uploadScripts);
@@ -166,6 +172,20 @@ export default function ScriptsPage() {
     };
   }, [contextMenu, closeContextMenu]);
 
+  // python editor handlers with scriptId forwarding
+  const handleSetPythonEditorContent = (scriptId: string, value: string) => {
+    setPythonEditorContent(scriptId, value);
+  };
+  const handleSavePythonEditor = (scriptId: string) => {
+    void savePythonEditor(scriptId);
+  };
+  const handleExitPythonEditor = (scriptId: string) => {
+    exitPythonEditor(scriptId);
+  };
+  const handleClosePythonTab = (scriptId: string) => {
+    void closeTab(scriptId);
+  };
+
   // 5) handlers
   const handleUpload = (event: React.ChangeEvent<HTMLInputElement>) => {
     const files = Array.from(event.target.files ?? []);
@@ -242,12 +262,31 @@ export default function ScriptsPage() {
                 scriptType: s?.script_type ?? "notebook",
               };
             })}
-            onOpenEditor={() => void openScriptEditor(selected)}
-            onEndEditing={() => void endEditing()}
+            onOpenEditor={() => {
+              if (selected.script_type === "python") {
+                void openPythonEditor(selected);
+              } else {
+                void openScriptEditor(selected);
+              }
+            }}
+            onEndEditing={() => {
+              if (selected && pythonEditorBuffers[selected.script_id]) {
+                exitPythonEditor(selected.script_id);
+              } else {
+                void endEditing();
+              }
+            }}
             onClose={(scriptId, event) => void closeTab(scriptId, event)}
             onSwitchTab={switchTab}
             onNewTab={() => openCreateDialog("")}
             onPublish={() => openPublishDialog(selected)}
+            scripts={scripts}
+            pythonEditorBuffers={pythonEditorBuffers}
+            onOpenPythonEditor={() => void openPythonEditor(selected)}
+            onSetPythonEditorContent={handleSetPythonEditorContent}
+            onSavePythonEditor={handleSavePythonEditor}
+            onExitPythonEditor={handleExitPythonEditor}
+            onClosePythonTab={handleClosePythonTab}
             onInfo={(t) => pushToast(t)}
           />
         ) : (

frontend/app/features/platform/WorkspaceTree.tsx

@@ -1,4 +1,4 @@
-import { type MouseEvent as ReactMouseEvent, useState } from "react";
+import { type MouseEvent as ReactMouseEvent, useEffect } from "react";
 
 import Icon from "../../components/common/Icon";
 import type {
@@ -23,9 +23,14 @@ type WorkspaceTreeProps = {
     target: WorkspaceTreeTarget,
   ) => void;
   readOnly?: boolean;
+  // 唯一标识此 group（通常 `__group__<owner_user_id>`），让多个 owner 的 group 各自独立展开。
+  groupKey: string;
+  expandedPaths: Set<string>;
+  onToggle: (path: string) => void;
+  loadingChildrenPaths: Set<string>;
 };
 
-type WorkspaceTreeItemsProps = Omit<WorkspaceTreeProps, "title" | "readOnly"> & {
+type WorkspaceTreeItemsProps = Omit<WorkspaceTreeProps, "title" | "readOnly" | "groupKey"> & {
   path: string;
   depth: number;
 };
@@ -62,15 +67,27 @@ export function WorkspaceTreeGroup({
   onSelect,
   onContextMenu,
   readOnly = false,
+  groupKey,
+  expandedPaths,
+  onToggle,
+  loadingChildrenPaths,
 }: WorkspaceTreeProps) {
-  const [open, setOpen] = useState(true);
+  const open = expandedPaths.has(groupKey);
+  // 首次挂载自动展开（保留原本 useState(true) 的默认展开行为）。
+  // toggleExpanded 内识别 `__group__` 前缀，不会触发 loadChildren。
+  useEffect(() => {
+    if (!expandedPaths.has(groupKey)) {
+      void onToggle(groupKey);
+    }
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+  }, [groupKey]);
   return (
     <div className="tree-group">
       <button
         className={`tree-group__title${open ? " is-open" : ""}`}
         type="button"
         aria-expanded={open}
-        onClick={() => setOpen((current) => !current)}
+        onClick={() => onToggle(groupKey)}
         onContextMenu={onContextMenu
           ? (event) => onContextMenu(event, { kind: "root", path: "" })
           : undefined}
@@ -90,6 +107,9 @@ export function WorkspaceTreeGroup({
             selectedId={selectedId}
             onSelect={onSelect}
             onContextMenu={onContextMenu}
+            expandedPaths={expandedPaths}
+            onToggle={onToggle}
+            loadingChildrenPaths={loadingChildrenPaths}
           />
           {scripts.length === 0 && directories.length === 0 && (
             <p className="tree-group__empty">
@@ -110,6 +130,9 @@ function WorkspaceTreeItems({
   selectedId,
   onSelect,
   onContextMenu,
+  expandedPaths,
+  onToggle,
+  loadingChildrenPaths,
 }: WorkspaceTreeItemsProps) {
   const childDirectories = directories.filter(
     (item) => item.parent_path === path,
@@ -129,6 +152,9 @@ function WorkspaceTreeItems({
           selectedId={selectedId}
           onSelect={onSelect}
           onContextMenu={onContextMenu}
+          expandedPaths={expandedPaths}
+          onToggle={onToggle}
+          loadingChildrenPaths={loadingChildrenPaths}
         />
       ))}
       {childScripts.map((item) => (
@@ -177,17 +203,21 @@ function DirectoryBranch({
   selectedId,
   onSelect,
   onContextMenu,
+  expandedPaths,
+  onToggle,
+  loadingChildrenPaths,
 }: Omit<WorkspaceTreeItemsProps, "path"> & {
   directory: WorkspaceDirectory;
 }) {
-  const [open, setOpen] = useState(true);
+  const open = expandedPaths.has(directory.path);
+  const childrenLoading = loadingChildrenPaths.has(directory.path);
   return (
     <div className="directory-branch">
       <button
         className="directory-row"
         style={{ paddingLeft: 10 + depth * 16 }}
         type="button"
-        onClick={() => setOpen((current) => !current)}
+        onClick={() => onToggle(directory.path)}
         onContextMenu={onContextMenu
           ? (event) => onContextMenu(event, {
             kind: "directory",
@@ -200,6 +230,7 @@ function DirectoryBranch({
         </span>
         <Icon name="folder" size={17} />
         <strong title={directory.path}>{directory.name}</strong>
+        {childrenLoading && <span className="loading-spinner" />}
       </button>
       {open && (
         <WorkspaceTreeItems
@@ -210,6 +241,9 @@ function DirectoryBranch({
           selectedId={selectedId}
           onSelect={onSelect}
           onContextMenu={onContextMenu}
+          expandedPaths={expandedPaths}
+          onToggle={onToggle}
+          loadingChildrenPaths={loadingChildrenPaths}
         />
       )}
     </div>

frontend/app/features/platform/state/scriptWorkspaceStore.ts

@@ -20,6 +20,15 @@ type CachedSession = {
   lastActiveTime: number;
 };
 
+export type PythonEditorBuffer = {
+  initialContent: string | null;
+  content: string | null;
+  dirty: boolean;
+  saving: boolean;
+  initial: boolean;
+  loadError: string | null;
+};
+
 // 模块级可变 holder（非响应式，避免 React 重渲）
 const sessionCache = new Map<string, CachedSession>();
 let _selectedId: string | null = null;
@@ -29,6 +38,7 @@ let _editorOpenRequest = 0;
 let _api: WorkspaceBoundApi | null = null;
 let _previewController: AbortController | null = null;
 let _previewRequest = 0;
+let _pythonEditorOpeningIds = new Set<string>();
 
 export const bindScriptWorkspaceApi = (api: WorkspaceBoundApi | null) => {
   _api = api;
@@ -68,6 +78,11 @@ type State = {
   previewLoading: boolean;
   previewError: string | null;
 
+  pythonEditorBuffers: Record<string, PythonEditorBuffer>;
+  expandedPaths: Set<string>;
+  loadingChildrenPaths: Set<string>;
+  loadedChildPaths: Set<string>;
+
   // actions
   setApiOnline: (online: boolean) => void;
   setKeyword: (keyword: string) => void;
@@ -79,6 +94,11 @@ type State = {
   switchTab: (id: string) => void;
   openScriptEditor: (script: ScriptItem, showToast?: boolean) => Promise<void>;
   endEditing: (closeTabFlag?: boolean, showToast?: boolean) => Promise<void>;
+  openPythonEditor: (script: ScriptItem, showToast?: boolean) => Promise<void>;
+  setPythonEditorContent: (scriptId: string, value: string) => void;
+  savePythonEditor: (scriptId: string) => Promise<void>;
+  exitPythonEditor: (scriptId: string) => void;
+  exitAllPythonEditors: () => void;
   loadLatestVersion: (scriptId: string) => Promise<void>;
   loadPreview: (workspaceId: string, filePath: string) => Promise<void>;
   createScript: (form: NewScriptForm) => Promise<ScriptItem | null>;
@@ -86,6 +106,8 @@ type State = {
   createFolder: (name: string, parentPath: string) => Promise<void>;
   deleteScript: (script: ScriptItem) => Promise<void>;
   deleteDirectory: (path: string) => Promise<void>;
+  toggleExpanded: (path: string) => Promise<void>;
+  loadChildren: (parentPath: string) => Promise<void>;
   toggleScriptLock: (script: ScriptItem) => Promise<void>;
   openPublishDialog: (script: ScriptItem) => void;
   submitPublish: (releaseNote: string, visibility: Visibility) => Promise<void>;
@@ -148,6 +170,11 @@ export const useScriptWorkspaceStore = create<State>((set, get) => {
     previewLoading: false,
     previewError: null,
 
+    pythonEditorBuffers: {},
+    expandedPaths: new Set<string>(),
+    loadingChildrenPaths: new Set<string>(),
+    loadedChildPaths: new Set<string>(),
+
     setApiOnline: (online) => set({ apiOnline: online }),
     setKeyword: (keyword) => set({ keyword }),
 
@@ -161,6 +188,7 @@ export const useScriptWorkspaceStore = create<State>((set, get) => {
       _editSession = null;
       editSessionHandle.current = null;
       sessionCache.clear();
+      _pythonEditorOpeningIds.clear();
       set({
         scripts: [],
         directories: [],
@@ -176,6 +204,10 @@ export const useScriptWorkspaceStore = create<State>((set, get) => {
         previewCodeSize: null,
         previewLoading: false,
         previewError: null,
+        pythonEditorBuffers: {},
+        expandedPaths: new Set<string>(),
+        loadingChildrenPaths: new Set<string>(),
+        loadedChildPaths: new Set<string>(),
       });
     },
 
@@ -186,12 +218,15 @@ export const useScriptWorkspaceStore = create<State>((set, get) => {
       try {
         const [items, folderItems] = await Promise.all([
           api.listScripts(),
-          api.listWorkspaceDirectories(),
+          api.listWorkspaceDirectories(""),
         ]);
+        const nextLoaded = new Set(get().loadedChildPaths);
+        nextLoaded.add("");
         set({
           scripts: items,
           directories: folderItems,
           apiOnline: true,
+          loadedChildPaths: nextLoaded,
         });
         const validIds = new Set(items.map((item) => item.script_id));
         const currentSelected = get().selectedId;
@@ -215,6 +250,57 @@ export const useScriptWorkspaceStore = create<State>((set, get) => {
       }
     },
 
+    loadChildren: async (parentPath) => {
+      const api = requireApi();
+      if (get().loadedChildPaths.has(parentPath)) return;
+      const next = new Set(get().loadingChildrenPaths);
+      next.add(parentPath);
+      set({ loadingChildrenPaths: next });
+      try {
+        const children = await api.listWorkspaceDirectories(parentPath);
+        set((state) => {
+          const nextLoaded = new Set(state.loadedChildPaths);
+          nextLoaded.add(parentPath);
+          const trimmed = state.directories.filter(
+            (d) => d.parent_path !== parentPath,
+          );
+          return {
+            directories: [...trimmed, ...children],
+            loadedChildPaths: nextLoaded,
+            loadingChildrenPaths: new Set(
+              [...state.loadingChildrenPaths].filter((p) => p !== parentPath),
+            ),
+          };
+        });
+      } catch (error) {
+        set((state) => ({
+          loadingChildrenPaths: new Set(
+            [...state.loadingChildrenPaths].filter((p) => p !== parentPath),
+          ),
+        }));
+        pushToast(
+          "error",
+          error instanceof Error ? error.message : "目录加载失败",
+        );
+      }
+    },
+
+    toggleExpanded: async (path) => {
+      const state = get();
+      const isOpen = state.expandedPaths.has(path);
+      const next = new Set(state.expandedPaths);
+      if (isOpen) {
+        next.delete(path);
+      } else {
+        next.add(path);
+        // group key (`__group__<owner_id>`) 不是 workspace 路径,不调 loadChildren
+        if (!path.startsWith("__group__") && !state.loadedChildPaths.has(path)) {
+          void get().loadChildren(path);
+        }
+      }
+      set({ expandedPaths: next });
+    },
+
     selectScript: (id) => {
       _selectedId = id;
       set({ selectedId: id });
@@ -236,6 +322,15 @@ export const useScriptWorkspaceStore = create<State>((set, get) => {
 
     closeTab: async (id, event) => {
       event?.stopPropagation();
+      const buffer = get().pythonEditorBuffers[id];
+      if (buffer?.dirty && !buffer.saving) {
+        const name = get().scripts.find((s) => s.script_id === id)?.script_name ?? "该脚本";
+        const ok = window.confirm(`当前脚本有未保存修改，确定关闭 "${name}" 吗？`);
+        if (!ok) return;
+      }
+      if (buffer) {
+        get().exitPythonEditor(id);
+      }
       if (_editSession?.script_id === id) {
         await get().endEditing(false, false);
       }
@@ -255,6 +350,13 @@ export const useScriptWorkspaceStore = create<State>((set, get) => {
     },
 
     switchTab: (id) => {
+      const current = get().selectedId;
+      if (current && current !== id) {
+        const curBuffer = get().pythonEditorBuffers[current];
+        if (curBuffer?.dirty && !curBuffer.saving) {
+          void get().savePythonEditor(current);
+        }
+      }
       if (_selectedId !== id) {
         _editorOpenRequest += 1;
         set({ editorOpenError: null });
@@ -268,6 +370,140 @@ export const useScriptWorkspaceStore = create<State>((set, get) => {
       }
     },
 
+    openPythonEditor: async (script, showToast = true) => {
+      if (!script) return;
+      if (_pythonEditorOpeningIds.has(script.script_id)) return;
+      _pythonEditorOpeningIds.add(script.script_id);
+      try {
+        const workspaceId = script.workspace_id;
+        const url =
+          `/jupyter/${workspaceId}/api/contents/${script.jupyter_path}` +
+          `?type=file&content=1&hash=1&format=text`;
+        const response = await fetch(url, {
+          credentials: "include",
+          cache: "no-store",
+        });
+        if (!response.ok) {
+          throw new Error(`加载文件失败: ${response.status}`);
+        }
+        const data = await response.json();
+        const content = typeof data.content === "string" ? data.content : "";
+        set((state) => ({
+          pythonEditorBuffers: {
+            ...state.pythonEditorBuffers,
+            [script.script_id]: {
+              initialContent: content,
+              content,
+              dirty: false,
+              saving: false,
+              initial: true,
+              loadError: null,
+            },
+          },
+        }));
+      } catch (error) {
+        const message = error instanceof Error ? error.message : "打开 Python 编辑器失败";
+        set((state) => ({
+          pythonEditorBuffers: {
+            ...state.pythonEditorBuffers,
+            [script.script_id]: {
+              initialContent: null,
+              content: null,
+              dirty: false,
+              saving: false,
+              initial: false,
+              loadError: message,
+            },
+          },
+        }));
+        pushToast("error", message);
+      } finally {
+        _pythonEditorOpeningIds.delete(script.script_id);
+      }
+    },
+
+    setPythonEditorContent: (scriptId, value) => {
+      set((state) => {
+        const buffer = state.pythonEditorBuffers[scriptId];
+        if (!buffer) return state;
+        return {
+          pythonEditorBuffers: {
+            ...state.pythonEditorBuffers,
+            [scriptId]: {
+              ...buffer,
+              content: value,
+              dirty: value !== buffer.initialContent,
+            },
+          },
+        };
+      });
+    },
+
+    savePythonEditor: async (scriptId) => {
+      const buffer = get().pythonEditorBuffers[scriptId];
+      if (!buffer || buffer.content === null || !buffer.dirty || buffer.saving) {
+        return;
+      }
+      const script = get().scripts.find((s) => s.script_id === scriptId);
+      if (!script) return;
+      const savedContent = buffer.content;
+      set((state) => ({
+        pythonEditorBuffers: {
+          ...state.pythonEditorBuffers,
+          [scriptId]: { ...buffer, saving: true },
+        },
+      }));
+      try {
+        const api = requireApi();
+        await api.updateScript(scriptId, { content: savedContent });
+        set((state) => {
+          const current = state.pythonEditorBuffers[scriptId];
+          if (!current) return state;
+          return {
+            pythonEditorBuffers: {
+              ...state.pythonEditorBuffers,
+              [scriptId]: {
+                ...current,
+                initialContent: savedContent,
+                dirty: current.content !== savedContent,
+                saving: false,
+                initial: false,
+              },
+            },
+          };
+        });
+        pushToast("success", "已保存");
+      } catch (error) {
+        set((state) => {
+          const current = state.pythonEditorBuffers[scriptId];
+          if (!current) return state;
+          return {
+            pythonEditorBuffers: {
+              ...state.pythonEditorBuffers,
+              [scriptId]: { ...current, saving: false },
+            },
+          };
+        });
+        pushToast(
+          "error",
+          error instanceof Error ? error.message : "保存失败",
+        );
+      }
+    },
+
+    exitPythonEditor: (scriptId) => {
+      set((state) => {
+        const next = { ...state.pythonEditorBuffers };
+        delete next[scriptId];
+        return { pythonEditorBuffers: next };
+      });
+    },
+
+    exitAllPythonEditors: () => {
+      _pythonEditorOpeningIds.clear();
+      set({ pythonEditorBuffers: {} });
+    },
+
     openScriptEditor: async (script, showToast = true) => {
       if (!script) return;
       if (_editorOpening) return;
@@ -541,7 +777,25 @@ export const useScriptWorkspaceStore = create<State>((set, get) => {
       ui.setFolderBusy(true);
       try {
         await api.createWorkspaceDirectory(trimmed, parentPath);
-        await get().load(true);
+        if (parentPath === "") {
+          await get().load(true);
+        } else {
+          set((state) => {
+            const nextLoaded = new Set(state.loadedChildPaths);
+            for (const p of state.loadedChildPaths) {
+              if (p.startsWith(`${parentPath}/`)) nextLoaded.delete(p);
+            }
+            nextLoaded.delete(parentPath);
+            return {
+              loadedChildPaths: nextLoaded,
+              directories: state.directories.filter(
+                (d) => !d.parent_path.startsWith(`${parentPath}/`),
+              ),
+              expandedPaths: new Set(state.expandedPaths),
+            };
+          });
+          await get().loadChildren(parentPath);
+        }
         ui.closeFolderDialog();
         pushToast("success", `${trimmed} 文件夹已创建`);
       } catch (error) {
@@ -608,6 +862,9 @@ export const useScriptWorkspaceStore = create<State>((set, get) => {
         await get().endEditing(false, false);
         if (_editSession?.script_id === activeScript.script_id) return;
       }
+      const parentPath = path.includes("/")
+        ? path.split("/").slice(0, -1).join("/")
+        : "";
       try {
         const result = await api.deleteWorkspaceDirectory(path);
         const selectedScript = get().scripts.find(
@@ -619,7 +876,28 @@ export const useScriptWorkspaceStore = create<State>((set, get) => {
         ) {
           get().selectScript(null);
         }
-        await get().load(true);
+        set((state) => {
+          const nextLoaded = new Set(state.loadedChildPaths);
+          const nextExpanded = new Set(state.expandedPaths);
+          for (const p of state.loadedChildPaths) {
+            if (p === path || p.startsWith(`${path}/`)) nextLoaded.delete(p);
+          }
+          for (const p of state.expandedPaths) {
+            if (p === path || p.startsWith(`${path}/`)) nextExpanded.delete(p);
+          }
+          return {
+            loadedChildPaths: nextLoaded,
+            expandedPaths: nextExpanded,
+            directories: state.directories.filter(
+              (d) => d.parent_path !== path && !d.parent_path.startsWith(`${path}/`),
+            ),
+          };
+        });
+        if (parentPath === "") {
+          await get().load(true);
+        } else {
+          await get().loadChildren(parentPath);
+        }
         pushToast(
           "success",
           `${path} 已删除（含 ${result.deleted_scripts} 个脚本）`,

frontend/app/services/api.ts

@@ -173,6 +173,7 @@ export type ScriptItem = {
   workspace_id: string;
   current_object_id: string;
   owner_user_id: string;
+  owner_display_name: string | null;
   script_name: string;
   script_type: ScriptType;
   visibility: Visibility;
@@ -190,6 +191,7 @@ export type WorkspaceDirectory = {
   path: string;
   name: string;
   parent_path: string;
+  has_children?: boolean;
 };
 
 type ApiEnvelope<T> = {
@@ -442,9 +444,13 @@ export async function deleteScript(
 
 export async function listWorkspaceDirectories(
   workspaceId: string,
+  parentPath: string = "",
 ): Promise<WorkspaceDirectory[]> {
+  const query = parentPath
+    ? `?parent_path=${encodeURIComponent(parentPath)}`
+    : "";
   const data = await apiRequest<{ directories: WorkspaceDirectory[] }>(
-    "/api/v1/workspace-tree",
+    `/api/v1/workspace-directories${query}`,
     {},
     workspaceId,
   );
@@ -1324,9 +1330,9 @@ export type WorkspaceBoundApi = {
   setScriptLock: (
     scriptId: string,
     isLocked: boolean,
-  ) => Promise<ScriptItem>;
-  listWorkspaceDirectories: () => Promise<WorkspaceDirectory[]>;
-  createWorkspaceDirectory: (
+ ) => Promise<ScriptItem>;
+  listWorkspaceDirectories: (parentPath?: string) => Promise<WorkspaceDirectory[]>;
+ createWorkspaceDirectory: (
     directoryName: string,
     parentPath?: string,
   ) => Promise<WorkspaceDirectory>;

frontend/app/styles/platform.css

@@ -1048,6 +1048,7 @@ button {
 }
 
 .editor-canvas {
+  position: relative;
   min-height: 0;
   flex: 1;
   overflow: auto;
@@ -1990,6 +1991,81 @@ button {
   }
 }
 
+
+/* Save button — green primary tone for python editor */
+.editor-toolbar__actions .editor-save-button {
+  color: #1f6d3a;
+  background: #f1faf3;
+  border-color: #b8dec1;
+  font-weight: 600;
+}
+.editor-toolbar__actions .editor-save-button:disabled {
+  opacity: 0.5;
+  cursor: not-allowed;
+}
+.editor-toolbar__actions .editor-save-button.is-saving {
+  color: #1f6d3a;
+  opacity: 0.85;
+}
+.editor-toolbar__actions .editor-save-button .button-spinner {
+  width: 12px;
+  height: 12px;
+}
+
+/* Dirty banner — top of editor canvas */
+.editor-dirty-banner {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  padding: 6px 14px;
+  background: #fff7e6;
+  border-bottom: 1px solid #f0d8a8;
+  color: #9b6a18;
+  font-size: 12px;
+  font-weight: 500;
+}
+.editor-dirty-banner::before {
+  content: "●";
+  color: #d49b00;
+  font-size: 10px;
+}
+
+/* Python editor wrapper */
+.python-editor {
+  display: flex;
+  flex-direction: column;
+  height: 100%;
+  min-height: 0;
+  background: #fff;
+}
+.python-editor__status {
+  display: flex;
+  align-items: center;
+  gap: 16px;
+  padding: 4px 14px;
+  background: #f5f7fa;
+  border-bottom: 1px solid #e6e8ec;
+  font-size: 11px;
+  color: #6b7280;
+}
+.python-editor__canvas {
+  flex: 1;
+  min-height: 0;
+  position: relative;
+  overflow: hidden;
+}
+
+
+/* Python editor mount — multiple instances, only active visible */
+.python-editor-mount {
+  display: flex;
+  width: 100%;
+  height: 100%;
+  min-height: 0;
+  flex-direction: column;
+  background: #fff;
+}
+
 /* ============ 只读编辑器样式 ============ */
 .readonly-editor-container {
   display: flex;

migrations/versions/3ba4d8489f36_workspace_tree_relative_path_index.py

@@ -0,0 +1,38 @@
+"""Add workspace tree relative_path index.
+
+The ``list_workspace_directories`` endpoint filters by
+``relative_path`` prefixes inside a workspace. A composite index on
+``(workspace_id, relative_path(255))`` avoids scanning all rows for a
+workspace when listing a subdirectory.
+
+Revision ID: 3ba4d8489f36
+Revises: f6a7b8c9d0e1
+Create Date: 2026-08-12
+"""
+
+from collections.abc import Sequence
+
+from alembic import op
+import sqlalchemy as sa
+
+# revision identifiers, used by Alembic.
+revision: str = "3ba4d8489f36"
+down_revision: str | Sequence[str] | None = "f6a7b8c9d0e1"
+branch_labels: str | Sequence[str] | None = None
+depends_on: str | Sequence[str] | None = None
+
+
+def upgrade() -> None:
+    op.create_index(
+        "idx_storage_workspace_relative_path",
+        "storage_objects",
+        [sa.text("`workspace_id`"), sa.text("`relative_path`(255)")],
+        unique=False,
+    )
+
+
+def downgrade() -> None:
+    op.drop_index(
+        "idx_storage_workspace_relative_path",
+        table_name="storage_objects",
+    )