重构模型平台前后端并移除Redis依赖

common/.gitignore

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+# Python-generated files
+__pycache__/
+*.py[oc]
+build/
+dist/
+wheels/
+*.egg-info
+
+# Virtual environments
+.venv

common/.python-version

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+3.12

common/README.md

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+# Common
+
+后端公共配置、标识、错误模型、日志和基础工具目录。
+
+业务模块不得在本目录外重复定义公共 DTO 或错误码。

common/alembic.ini

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+# A generic, single database configuration.
+
+[alembic]
+# path to migration scripts.
+# this is typically a path given in POSIX (e.g. forward slashes)
+# format, relative to the token %(here)s which refers to the location of this
+# ini file
+script_location = %(here)s/src/common/migrations
+
+# template used to generate migration file names; The default value is %%(rev)s_%%(slug)s
+# Uncomment the line below if you want the files to be prepended with date and time
+# see https://alembic.sqlalchemy.org/en/latest/tutorial.html#editing-the-ini-file
+# for all available tokens
+# file_template = %%(year)d_%%(month).2d_%%(day).2d_%%(hour).2d%%(minute).2d-%%(rev)s_%%(slug)s
+# Or organize into date-based subdirectories (requires recursive_version_locations = true)
+# file_template = %%(year)d/%%(month).2d/%%(day).2d_%%(hour).2d%%(minute).2d_%%(second).2d_%%(rev)s_%%(slug)s
+
+# sys.path path, will be prepended to sys.path if present.
+# defaults to the current working directory.  for multiple paths, the path separator
+# is defined by "path_separator" below.
+prepend_sys_path = .
+
+
+# timezone to use when rendering the date within the migration file
+# as well as the filename.
+# If specified, requires the tzdata library which can be installed by adding
+# `alembic[tz]` to the pip requirements.
+# string value is passed to ZoneInfo()
+# leave blank for localtime
+# timezone =
+
+# max length of characters to apply to the "slug" field
+# truncate_slug_length = 40
+
+# set to 'true' to run the environment during
+# the 'revision' command, regardless of autogenerate
+# revision_environment = false
+
+# set to 'true' to allow .pyc and .pyo files without
+# a source .py file to be detected as revisions in the
+# versions/ directory
+# sourceless = false
+
+# version location specification; This defaults
+# to <script_location>/versions.  When using multiple version
+# directories, initial revisions must be specified with --version-path.
+# The path separator used here should be the separator specified by "path_separator"
+# below.
+# version_locations = %(here)s/bar:%(here)s/bat:%(here)s/alembic/versions
+
+# path_separator; This indicates what character is used to split lists of file
+# paths, including version_locations and prepend_sys_path within configparser
+# files such as alembic.ini.
+# The default rendered in new alembic.ini files is "os", which uses os.pathsep
+# to provide os-dependent path splitting.
+#
+# Note that in order to support legacy alembic.ini files, this default does NOT
+# take place if path_separator is not present in alembic.ini.  If this
+# option is omitted entirely, fallback logic is as follows:
+#
+# 1. Parsing of the version_locations option falls back to using the legacy
+#    "version_path_separator" key, which if absent then falls back to the legacy
+#    behavior of splitting on spaces and/or commas.
+# 2. Parsing of the prepend_sys_path option falls back to the legacy
+#    behavior of splitting on spaces, commas, or colons.
+#
+# Valid values for path_separator are:
+#
+# path_separator = :
+# path_separator = ;
+# path_separator = space
+# path_separator = newline
+#
+# Use os.pathsep. Default configuration used for new projects.
+path_separator = os
+
+# set to 'true' to search source files recursively
+# in each "version_locations" directory
+# new in Alembic version 1.10
+# recursive_version_locations = false
+
+# the output encoding used when revision files
+# are written from script.py.mako
+# output_encoding = utf-8
+
+# database URL.  This is consumed by the user-maintained env.py script only.
+# other means of configuring database URLs may be customized within the env.py
+# file.
+sqlalchemy.url = driver://user:pass@localhost/dbname
+
+
+[post_write_hooks]
+# post_write_hooks defines scripts or Python functions that are run
+# on newly generated revision scripts.  See the documentation for further
+# detail and examples
+
+# format using "black" - use the console_scripts runner, against the "black" entrypoint
+# hooks = black
+# black.type = console_scripts
+# black.entrypoint = black
+# black.options = -l 79 REVISION_SCRIPT_FILENAME
+
+# lint with attempts to fix using "ruff" - use the module runner, against the "ruff" module
+# hooks = ruff
+# ruff.type = module
+# ruff.module = ruff
+# ruff.options = check --fix REVISION_SCRIPT_FILENAME
+
+# Alternatively, use the exec runner to execute a binary found on your PATH
+# hooks = ruff
+# ruff.type = exec
+# ruff.executable = ruff
+# ruff.options = check --fix REVISION_SCRIPT_FILENAME
+
+# Logging configuration.  This is also consumed by the user-maintained
+# env.py script only.
+[loggers]
+keys = root,sqlalchemy,alembic
+
+[handlers]
+keys = console
+
+[formatters]
+keys = generic
+
+[logger_root]
+level = WARNING
+handlers = console
+qualname =
+
+[logger_sqlalchemy]
+level = WARNING
+handlers =
+qualname = sqlalchemy.engine
+
+[logger_alembic]
+level = INFO
+handlers =
+qualname = alembic
+
+[handler_console]
+class = StreamHandler
+args = (sys.stderr,)
+level = NOTSET
+formatter = generic
+
+[formatter_generic]
+format = %(levelname)-5.5s [%(name)s] %(message)s
+datefmt = %H:%M:%S

common/pyproject.toml

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+[project]
+name = "common"
+version = "0.2.0"
+requires-python = ">=3.12"
+dependencies = [
+    "SQLAlchemy==2.0.51",
+    "asyncmy==0.2.11",
+    "boto3>=1.34,<2",
+    "fastapi==0.116.1",
+]
+
+[build-system]
+requires = ["hatchling"]
+build-backend = "hatchling.build"
+
+[tool.hatch.build.targets.wheel]
+packages = ["src/common"]

common/src/common/__init__.py

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+"""Shared backend building blocks."""

common/src/common/db/__init__.py

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+"""Shared SQLAlchemy database models and infrastructure."""
+
+from common.db.models import Base
+from common.db.session import (
+    AsyncSessionFactory,
+    create_database_engine,
+    create_session_factory,
+    session_scope,
+)
+
+__all__ = [
+    "AsyncSessionFactory",
+    "Base",
+    "create_database_engine",
+    "create_session_factory",
+    "session_scope",
+]

common/src/common/db/base.py

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+# coding=utf-8
+"""
+@Time   :2026/7/29
+@Author :tao.chen 
+"""
+from sqlalchemy.orm import DeclarativeBase
+
+class Base(DeclarativeBase):
+    pass
+
+# 导入所有实体模型，确保 Base.metadata 能收集到所有表
+# from common.db.models.notebook import NotebookModel
+# from common.db.models.workspace import WorkspaceModel
+# from common.db.models.job import JobRunModel

common/src/common/db/models.py

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+from typing import Optional
+import datetime
+import decimal
+
+from sqlalchemy import BINARY, BigInteger, CHAR, DECIMAL, Double, ForeignKeyConstraint, Index, Integer, JSON, String, Text, text
+from sqlalchemy.dialects.mysql import BIGINT, DATETIME, INTEGER, SMALLINT, TINYINT
+from sqlalchemy.orm import DeclarativeBase, Mapped, mapped_column, relationship
+
+class Base(DeclarativeBase):
+    pass
+
+
+class ConsumerInbox(Base):
+    __tablename__ = 'consumer_inbox'
+    __table_args__ = (
+        Index('idx_consumer_inbox_status', 'consumer_name', 'process_status', 'created_at'),
+        {'comment': '消费者幂等 Inbox，防止数据库事件重复处理'}
+    )
+
+    consumer_name: Mapped[str] = mapped_column(String(128), primary_key=True)
+    event_id: Mapped[str] = mapped_column(CHAR(26), primary_key=True)
+    process_status: Mapped[str] = mapped_column(String(16), nullable=False, server_default=text("'processing'"), comment='processing/succeeded/failed')
+    created_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+    message_id: Mapped[Optional[str]] = mapped_column(String(128), comment='数据库事件处理批次标识')
+    processed_at: Mapped[Optional[datetime.datetime]] = mapped_column(DATETIME(fsp=3))
+    error_message: Mapped[Optional[str]] = mapped_column(String(2000))
+
+
+class OutboxEvents(Base):
+    __tablename__ = 'outbox_events'
+    __table_args__ = (
+        Index('idx_outbox_aggregate', 'aggregate_type', 'aggregate_id', 'created_at'),
+        Index('idx_outbox_idempotency', 'idempotency_key'),
+        Index('idx_outbox_pending', 'event_status', 'available_at', 'created_at'),
+        {'comment': '事务 Outbox；由 Schedule Executor 直接轮询处理'}
+    )
+
+    event_id: Mapped[str] = mapped_column(CHAR(26), primary_key=True)
+    aggregate_type: Mapped[str] = mapped_column(String(64), nullable=False)
+    aggregate_id: Mapped[str] = mapped_column(String(128), nullable=False)
+    event_type: Mapped[str] = mapped_column(String(128), nullable=False)
+    schema_version: Mapped[int] = mapped_column(SMALLINT, nullable=False, server_default=text("1"))
+    payload_json: Mapped[dict] = mapped_column(JSON, nullable=False)
+    event_status: Mapped[str] = mapped_column(String(16), nullable=False, server_default=text("'pending'"), comment='pending/published/failed')
+    available_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+    retry_count: Mapped[int] = mapped_column(INTEGER, nullable=False, server_default=text("0"))
+    created_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+    trace_id: Mapped[Optional[str]] = mapped_column(String(64))
+    idempotency_key: Mapped[Optional[str]] = mapped_column(String(128))
+    published_at: Mapped[Optional[datetime.datetime]] = mapped_column(DATETIME(fsp=3))
+    last_error: Mapped[Optional[str]] = mapped_column(String(2000))
+
+
+class Permissions(Base):
+    __tablename__ = 'permissions'
+    __table_args__ = (
+        Index('idx_permissions_module', 'module_code'),
+        Index('uk_permissions_code', 'permission_code', unique=True),
+        {'comment': '权限点'}
+    )
+
+    permission_id: Mapped[str] = mapped_column(CHAR(26), primary_key=True)
+    permission_code: Mapped[str] = mapped_column(String(128), nullable=False)
+    permission_name: Mapped[str] = mapped_column(String(100), nullable=False)
+    module_code: Mapped[str] = mapped_column(String(64), nullable=False)
+    created_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+    description: Mapped[Optional[str]] = mapped_column(String(500))
+
+    role_permissions: Mapped[list['RolePermissions']] = relationship('RolePermissions', back_populates='permission')
+
+
+class Roles(Base):
+    __tablename__ = 'roles'
+    __table_args__ = (
+        Index('uk_roles_code', 'role_code', unique=True),
+        {'comment': '角色'}
+    )
+
+    role_id: Mapped[str] = mapped_column(CHAR(26), primary_key=True)
+    role_code: Mapped[str] = mapped_column(String(64), nullable=False)
+    role_name: Mapped[str] = mapped_column(String(100), nullable=False)
+    role_scope: Mapped[str] = mapped_column(String(16), nullable=False, comment='platform/workspace')
+    is_builtin: Mapped[int] = mapped_column(TINYINT(1), nullable=False, server_default=text("0"))
+    created_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+    updated_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3) ON UPDATE CURRENT_TIMESTAMP(3)'))
+    description: Mapped[Optional[str]] = mapped_column(String(500))
+
+    role_permissions: Mapped[list['RolePermissions']] = relationship('RolePermissions', back_populates='role')
+    users: Mapped[list['Users']] = relationship('Users', back_populates='platform_role')
+    workspace_members: Mapped[list['WorkspaceMembers']] = relationship('WorkspaceMembers', back_populates='role')
+
+
+class RolePermissions(Base):
+    __tablename__ = 'role_permissions'
+    __table_args__ = (
+        ForeignKeyConstraint(['permission_id'], ['permissions.permission_id'], ondelete='CASCADE', name='fk_role_permissions_permission'),
+        ForeignKeyConstraint(['role_id'], ['roles.role_id'], ondelete='CASCADE', name='fk_role_permissions_role'),
+        Index('fk_role_permissions_permission', 'permission_id'),
+        {'comment': '角色权限'}
+    )
+
+    role_id: Mapped[str] = mapped_column(CHAR(26), primary_key=True)
+    permission_id: Mapped[str] = mapped_column(CHAR(26), primary_key=True)
+    created_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+
+    permission: Mapped['Permissions'] = relationship('Permissions', back_populates='role_permissions')
+    role: Mapped['Roles'] = relationship('Roles', back_populates='role_permissions')
+
+
+class Users(Base):
+    __tablename__ = 'users'
+    __table_args__ = (
+        ForeignKeyConstraint(['platform_role_id'], ['roles.role_id'], ondelete='SET NULL', name='fk_users_platform_role'),
+        Index('fk_users_platform_role', 'platform_role_id'),
+        Index('idx_users_status', 'status'),
+        Index('uk_users_email', 'email', unique=True),
+        Index('uk_users_username', 'username', unique=True),
+        {'comment': '平台用户'}
+    )
+
+    user_id: Mapped[str] = mapped_column(CHAR(26), primary_key=True)
+    username: Mapped[str] = mapped_column(String(64), nullable=False)
+    display_name: Mapped[str] = mapped_column(String(100), nullable=False)
+    password_hash: Mapped[str] = mapped_column(String(255), nullable=False)
+    status: Mapped[str] = mapped_column(String(16), nullable=False, server_default=text("'active'"), comment='active/disabled/locked')
+    created_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+    updated_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3) ON UPDATE CURRENT_TIMESTAMP(3)'))
+    email: Mapped[Optional[str]] = mapped_column(String(255))
+    platform_role_id: Mapped[Optional[str]] = mapped_column(CHAR(26))
+    avatar_uri: Mapped[Optional[str]] = mapped_column(String(1000))
+    last_login_at: Mapped[Optional[datetime.datetime]] = mapped_column(DATETIME(fsp=3))
+    deleted_at: Mapped[Optional[datetime.datetime]] = mapped_column(DATETIME(fsp=3))
+
+    platform_role: Mapped[Optional['Roles']] = relationship('Roles', back_populates='users')
+    workspaces: Mapped[list['Workspaces']] = relationship('Workspaces', back_populates='users')
+    audit_logs: Mapped[list['AuditLogs']] = relationship('AuditLogs', back_populates='actor_user')
+    runtime_instances: Mapped[list['RuntimeInstances']] = relationship('RuntimeInstances', foreign_keys='[RuntimeInstances.owner_user_id]', back_populates='owner_user')
+    runtime_instances_: Mapped[list['RuntimeInstances']] = relationship('RuntimeInstances', foreign_keys='[RuntimeInstances.started_by]', back_populates='users')
+    schedules: Mapped[list['Schedules']] = relationship('Schedules', foreign_keys='[Schedules.created_by]', back_populates='users')
+    schedules_: Mapped[list['Schedules']] = relationship('Schedules', foreign_keys='[Schedules.updated_by]', back_populates='users_')
+    storage_objects: Mapped[list['StorageObjects']] = relationship('StorageObjects', foreign_keys='[StorageObjects.created_by]', back_populates='users')
+    storage_objects_: Mapped[list['StorageObjects']] = relationship('StorageObjects', foreign_keys='[StorageObjects.owner_user_id]', back_populates='owner_user')
+    workspace_members: Mapped[list['WorkspaceMembers']] = relationship('WorkspaceMembers', back_populates='user')
+    data_resources: Mapped[list['DataResources']] = relationship('DataResources', back_populates='owner_user')
+    edit_sessions: Mapped[list['EditSessions']] = relationship('EditSessions', back_populates='user')
+    schedule_runs: Mapped[list['ScheduleRuns']] = relationship('ScheduleRuns', back_populates='users')
+    scripts: Mapped[list['Scripts']] = relationship('Scripts', back_populates='owner_user')
+    upload_sessions: Mapped[list['UploadSessions']] = relationship('UploadSessions', back_populates='user')
+    workspace_operations: Mapped[list['WorkspaceOperations']] = relationship('WorkspaceOperations', back_populates='users')
+    notebook_snapshots: Mapped[list['NotebookSnapshots']] = relationship('NotebookSnapshots', back_populates='users')
+    versions: Mapped[list['Versions']] = relationship('Versions', back_populates='users')
+    experiments: Mapped[list['Experiments']] = relationship('Experiments', back_populates='owner_user')
+
+
+class Workspaces(Base):
+    __tablename__ = 'workspaces'
+    __table_args__ = (
+        ForeignKeyConstraint(['created_by'], ['users.user_id'], ondelete='RESTRICT', name='fk_workspaces_created_by'),
+        Index('fk_workspaces_created_by', 'created_by'),
+        Index('idx_workspaces_status', 'status'),
+        Index('uk_workspaces_code', 'workspace_code', unique=True),
+        {'comment': 'Workspace'}
+    )
+
+    workspace_id: Mapped[str] = mapped_column(CHAR(26), primary_key=True)
+    workspace_code: Mapped[str] = mapped_column(String(64), nullable=False)
+    workspace_name: Mapped[str] = mapped_column(String(150), nullable=False)
+    active_root_uri: Mapped[str] = mapped_column(String(1500), nullable=False, comment='活动工作区，建议 NFS/PVC/file URI')
+    quota_bytes: Mapped[int] = mapped_column(BIGINT, nullable=False, server_default=text("0"), comment='0 表示不限额')
+    used_bytes: Mapped[int] = mapped_column(BIGINT, nullable=False, server_default=text("0"))
+    status: Mapped[str] = mapped_column(String(24), nullable=False, server_default=text("'active'"), comment='creating/active/suspended/deleting/deleted')
+    created_by: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    created_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+    updated_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3) ON UPDATE CURRENT_TIMESTAMP(3)'))
+    description: Mapped[Optional[str]] = mapped_column(String(1000))
+    artifact_bucket: Mapped[Optional[str]] = mapped_column(String(128), comment='RustFS bucket')
+    artifact_prefix: Mapped[Optional[str]] = mapped_column(String(512), comment='RustFS object key prefix')
+    deleted_at: Mapped[Optional[datetime.datetime]] = mapped_column(DATETIME(fsp=3))
+
+    users: Mapped['Users'] = relationship('Users', back_populates='workspaces')
+    audit_logs: Mapped[list['AuditLogs']] = relationship('AuditLogs', back_populates='workspace')
+    runtime_instances: Mapped[list['RuntimeInstances']] = relationship('RuntimeInstances', back_populates='workspace')
+    schedules: Mapped[list['Schedules']] = relationship('Schedules', back_populates='workspace')
+    storage_objects: Mapped[list['StorageObjects']] = relationship('StorageObjects', back_populates='workspace')
+    workspace_members: Mapped[list['WorkspaceMembers']] = relationship('WorkspaceMembers', back_populates='workspace')
+    data_resources: Mapped[list['DataResources']] = relationship('DataResources', back_populates='workspace')
+    edit_sessions: Mapped[list['EditSessions']] = relationship('EditSessions', back_populates='workspace')
+    schedule_runs: Mapped[list['ScheduleRuns']] = relationship('ScheduleRuns', back_populates='workspace')
+    scripts: Mapped[list['Scripts']] = relationship('Scripts', back_populates='workspace')
+    upload_sessions: Mapped[list['UploadSessions']] = relationship('UploadSessions', back_populates='workspace')
+    workspace_operations: Mapped[list['WorkspaceOperations']] = relationship('WorkspaceOperations', back_populates='workspace')
+    notebook_snapshots: Mapped[list['NotebookSnapshots']] = relationship('NotebookSnapshots', back_populates='workspace')
+    versions: Mapped[list['Versions']] = relationship('Versions', back_populates='workspace')
+    experiments: Mapped[list['Experiments']] = relationship('Experiments', back_populates='workspace')
+
+
+class AuditLogs(Base):
+    __tablename__ = 'audit_logs'
+    __table_args__ = (
+        ForeignKeyConstraint(['actor_user_id'], ['users.user_id'], ondelete='SET NULL', name='fk_audit_actor'),
+        ForeignKeyConstraint(['workspace_id'], ['workspaces.workspace_id'], ondelete='SET NULL', name='fk_audit_workspace'),
+        Index('idx_audit_action_time', 'action_code', 'created_at'),
+        Index('idx_audit_actor_time', 'actor_user_id', 'created_at'),
+        Index('idx_audit_workspace_time', 'workspace_id', 'created_at'),
+        {'comment': '操作审计日志'}
+    )
+
+    audit_id: Mapped[int] = mapped_column(BIGINT, primary_key=True)
+    action_code: Mapped[str] = mapped_column(String(128), nullable=False)
+    target_type: Mapped[str] = mapped_column(String(64), nullable=False)
+    operation_status: Mapped[str] = mapped_column(String(16), nullable=False, server_default=text("'success'"))
+    created_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+    workspace_id: Mapped[Optional[str]] = mapped_column(CHAR(26))
+    actor_user_id: Mapped[Optional[str]] = mapped_column(CHAR(26))
+    target_id: Mapped[Optional[str]] = mapped_column(String(128))
+    client_ip: Mapped[Optional[str]] = mapped_column(String(45))
+    user_agent: Mapped[Optional[str]] = mapped_column(String(1000))
+    detail_json: Mapped[Optional[dict]] = mapped_column(JSON)
+
+    actor_user: Mapped[Optional['Users']] = relationship('Users', back_populates='audit_logs')
+    workspace: Mapped[Optional['Workspaces']] = relationship('Workspaces', back_populates='audit_logs')
+
+
+class RuntimeInstances(Base):
+    __tablename__ = 'runtime_instances'
+    __table_args__ = (
+        ForeignKeyConstraint(['owner_user_id'], ['users.user_id'], ondelete='SET NULL', name='fk_runtime_owner'),
+        ForeignKeyConstraint(['started_by'], ['users.user_id'], ondelete='RESTRICT', name='fk_runtime_started_by'),
+        ForeignKeyConstraint(['workspace_id'], ['workspaces.workspace_id'], ondelete='RESTRICT', name='fk_runtime_workspace'),
+        Index('fk_runtime_started_by', 'started_by'),
+        Index('idx_runtime_lease', 'actual_state', 'lease_expires_at'),
+        Index('idx_runtime_owner_state', 'owner_user_id', 'actual_state'),
+        Index('idx_runtime_workspace_state', 'workspace_id', 'runtime_type', 'actual_state'),
+        {'comment': 'Jupyter/未来 VS Code、OpenCode Runtime 实例'}
+    )
+
+    runtime_id: Mapped[str] = mapped_column(CHAR(26), primary_key=True)
+    workspace_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    runtime_type: Mapped[str] = mapped_column(String(24), nullable=False, server_default=text("'jupyter'"))
+    runtime_provider: Mapped[str] = mapped_column(String(24), nullable=False, comment='process/docker/kubernetes')
+    proxy_base_path: Mapped[str] = mapped_column(String(512), nullable=False)
+    desired_state: Mapped[str] = mapped_column(String(16), nullable=False, server_default=text("'running'"))
+    actual_state: Mapped[str] = mapped_column(String(24), nullable=False, server_default=text("'provisioning'"), comment='provisioning/starting/running/unhealthy/stopping/stopped/failed')
+    state_version: Mapped[int] = mapped_column(INTEGER, nullable=False, server_default=text("0"), comment='乐观锁版本')
+    started_by: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    created_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+    updated_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3) ON UPDATE CURRENT_TIMESTAMP(3)'))
+    owner_user_id: Mapped[Optional[str]] = mapped_column(CHAR(26), comment='为空表示 Workspace 级 Runtime')
+    runtime_ref: Mapped[Optional[str]] = mapped_column(String(255), comment='PID/container ID/pod UID')
+    host_node: Mapped[Optional[str]] = mapped_column(String(255))
+    internal_url: Mapped[Optional[str]] = mapped_column(String(1000))
+    started_at: Mapped[Optional[datetime.datetime]] = mapped_column(DATETIME(fsp=3))
+    last_heartbeat_at: Mapped[Optional[datetime.datetime]] = mapped_column(DATETIME(fsp=3))
+    lease_expires_at: Mapped[Optional[datetime.datetime]] = mapped_column(DATETIME(fsp=3))
+    stopped_at: Mapped[Optional[datetime.datetime]] = mapped_column(DATETIME(fsp=3))
+    error_message: Mapped[Optional[str]] = mapped_column(Text)
+
+    owner_user: Mapped[Optional['Users']] = relationship('Users', foreign_keys=[owner_user_id], back_populates='runtime_instances')
+    users: Mapped['Users'] = relationship('Users', foreign_keys=[started_by], back_populates='runtime_instances_')
+    workspace: Mapped['Workspaces'] = relationship('Workspaces', back_populates='runtime_instances')
+    edit_sessions: Mapped[list['EditSessions']] = relationship('EditSessions', back_populates='runtime')
+    workspace_operations: Mapped[list['WorkspaceOperations']] = relationship('WorkspaceOperations', back_populates='runtime')
+
+
+class Schedules(Base):
+    __tablename__ = 'schedules'
+    __table_args__ = (
+        ForeignKeyConstraint(['created_by'], ['users.user_id'], ondelete='RESTRICT', name='fk_schedules_created_by'),
+        ForeignKeyConstraint(['updated_by'], ['users.user_id'], ondelete='RESTRICT', name='fk_schedules_updated_by'),
+        ForeignKeyConstraint(['workspace_id'], ['workspaces.workspace_id'], ondelete='RESTRICT', name='fk_schedules_workspace'),
+        Index('fk_schedules_created_by', 'created_by'),
+        Index('fk_schedules_updated_by', 'updated_by'),
+        Index('idx_schedules_due', 'enabled', 'next_run_at'),
+        Index('idx_schedules_workspace', 'workspace_id', 'enabled', 'updated_at'),
+        {'comment': '调度方案'}
+    )
+
+    schedule_id: Mapped[str] = mapped_column(CHAR(26), primary_key=True)
+    workspace_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    schedule_name: Mapped[str] = mapped_column(String(255), nullable=False)
+    trigger_type: Mapped[str] = mapped_column(String(16), nullable=False, server_default=text("'cron'"), comment='manual/cron/api')
+    timezone: Mapped[str] = mapped_column(String(64), nullable=False, server_default=text("'Asia/Shanghai'"))
+    enabled: Mapped[int] = mapped_column(TINYINT(1), nullable=False, server_default=text("0"))
+    workflow_version: Mapped[int] = mapped_column(INTEGER, nullable=False, server_default=text("1"))
+    max_concurrency: Mapped[int] = mapped_column(INTEGER, nullable=False, server_default=text("1"))
+    failure_policy: Mapped[str] = mapped_column(String(24), nullable=False, server_default=text("'stop'"), comment='stop/continue')
+    created_by: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    updated_by: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    created_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+    updated_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3) ON UPDATE CURRENT_TIMESTAMP(3)'))
+    description: Mapped[Optional[str]] = mapped_column(String(1000))
+    cron_expression: Mapped[Optional[str]] = mapped_column(String(128))
+    last_run_at: Mapped[Optional[datetime.datetime]] = mapped_column(DATETIME(fsp=3))
+    next_run_at: Mapped[Optional[datetime.datetime]] = mapped_column(DATETIME(fsp=3))
+    deleted_at: Mapped[Optional[datetime.datetime]] = mapped_column(DATETIME(fsp=3))
+
+    users: Mapped['Users'] = relationship('Users', foreign_keys=[created_by], back_populates='schedules')
+    users_: Mapped['Users'] = relationship('Users', foreign_keys=[updated_by], back_populates='schedules_')
+    workspace: Mapped['Workspaces'] = relationship('Workspaces', back_populates='schedules')
+    schedule_runs: Mapped[list['ScheduleRuns']] = relationship('ScheduleRuns', back_populates='schedule')
+    schedule_nodes: Mapped[list['ScheduleNodes']] = relationship('ScheduleNodes', back_populates='schedule')
+    schedule_edges: Mapped[list['ScheduleEdges']] = relationship('ScheduleEdges', back_populates='schedule')
+
+
+class StorageObjects(Base):
+    __tablename__ = 'storage_objects'
+    __table_args__ = (
+        ForeignKeyConstraint(['created_by'], ['users.user_id'], ondelete='RESTRICT', name='fk_storage_created_by'),
+        ForeignKeyConstraint(['owner_user_id'], ['users.user_id'], ondelete='SET NULL', name='fk_storage_owner'),
+        ForeignKeyConstraint(['parent_object_id'], ['storage_objects.storage_object_id'], ondelete='SET NULL', name='fk_storage_parent'),
+        ForeignKeyConstraint(['workspace_id'], ['workspaces.workspace_id'], ondelete='RESTRICT', name='fk_storage_workspace'),
+        Index('fk_storage_created_by', 'created_by'),
+        Index('idx_storage_content_hash', 'content_hash'),
+        Index('idx_storage_owner', 'owner_user_id', 'object_status'),
+        Index('idx_storage_parent', 'parent_object_id'),
+        Index('idx_storage_workspace_usage', 'workspace_id', 'usage_type', 'object_status'),
+        Index('uk_storage_bucket_key', 'storage_backend', 'bucket_name', 'object_key_hash', unique=True),
+        Index('uk_storage_workspace_path', 'workspace_id', 'storage_backend', 'path_hash', unique=True),
+        {'comment': 'Workspace 文件和 RustFS 对象的统一元数据'}
+    )
+
+    storage_object_id: Mapped[str] = mapped_column(CHAR(26), primary_key=True)
+    workspace_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    object_type: Mapped[str] = mapped_column(String(16), nullable=False, comment='file/directory')
+    usage_type: Mapped[str] = mapped_column(String(32), nullable=False, comment='working_copy/public_script/data_resource/version_artifact/snapshot/run_log/run_result')
+    storage_backend: Mapped[str] = mapped_column(String(16), nullable=False, comment='workspace_fs/rustfs')
+    storage_uri: Mapped[str] = mapped_column(String(1500), nullable=False)
+    file_name: Mapped[str] = mapped_column(String(255), nullable=False)
+    size_bytes: Mapped[int] = mapped_column(BIGINT, nullable=False, server_default=text("0"))
+    visibility: Mapped[str] = mapped_column(String(16), nullable=False, server_default=text("'private'"), comment='private/workspace/public')
+    is_immutable: Mapped[int] = mapped_column(TINYINT(1), nullable=False, server_default=text("0"))
+    object_status: Mapped[str] = mapped_column(String(24), nullable=False, server_default=text("'available'"), comment='uploading/available/deleting/deleted/failed')
+    created_by: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    created_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+    updated_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3) ON UPDATE CURRENT_TIMESTAMP(3)'))
+    owner_user_id: Mapped[Optional[str]] = mapped_column(CHAR(26))
+    parent_object_id: Mapped[Optional[str]] = mapped_column(CHAR(26))
+    relative_path: Mapped[Optional[str]] = mapped_column(String(1024), comment='Workspace 相对路径')
+    path_hash: Mapped[Optional[bytes]] = mapped_column(BINARY(32), comment='SHA-256(relative_path)，由应用写入')
+    bucket_name: Mapped[Optional[str]] = mapped_column(String(128))
+    object_key: Mapped[Optional[str]] = mapped_column(String(1024))
+    object_key_hash: Mapped[Optional[bytes]] = mapped_column(BINARY(32), comment='SHA-256(object_key)，由应用写入')
+    file_extension: Mapped[Optional[str]] = mapped_column(String(32))
+    mime_type: Mapped[Optional[str]] = mapped_column(String(255))
+    content_hash: Mapped[Optional[str]] = mapped_column(CHAR(64), comment='SHA-256 hex')
+    object_etag: Mapped[Optional[str]] = mapped_column(String(255))
+    deleted_at: Mapped[Optional[datetime.datetime]] = mapped_column(DATETIME(fsp=3))
+
+    users: Mapped['Users'] = relationship('Users', foreign_keys=[created_by], back_populates='storage_objects')
+    owner_user: Mapped[Optional['Users']] = relationship('Users', foreign_keys=[owner_user_id], back_populates='storage_objects_')
+    parent_object: Mapped[Optional['StorageObjects']] = relationship('StorageObjects', remote_side=[storage_object_id], back_populates='parent_object_reverse')
+    parent_object_reverse: Mapped[list['StorageObjects']] = relationship('StorageObjects', remote_side=[parent_object_id], back_populates='parent_object')
+    workspace: Mapped['Workspaces'] = relationship('Workspaces', back_populates='storage_objects')
+    data_resources: Mapped[list['DataResources']] = relationship('DataResources', back_populates='storage_object')
+    edit_sessions: Mapped[list['EditSessions']] = relationship('EditSessions', back_populates='storage_object')
+    schedule_runs: Mapped[list['ScheduleRuns']] = relationship('ScheduleRuns', foreign_keys='[ScheduleRuns.logs_object_id]', back_populates='logs_object')
+    schedule_runs_: Mapped[list['ScheduleRuns']] = relationship('ScheduleRuns', foreign_keys='[ScheduleRuns.result_object_id]', back_populates='result_object')
+    scripts: Mapped[list['Scripts']] = relationship('Scripts', back_populates='current_object')
+    upload_sessions: Mapped[list['UploadSessions']] = relationship('UploadSessions', back_populates='storage_object')
+    notebook_snapshots: Mapped[list['NotebookSnapshots']] = relationship('NotebookSnapshots', foreign_keys='[NotebookSnapshots.artifact_object_id]', back_populates='artifact_object')
+    notebook_snapshots_: Mapped[list['NotebookSnapshots']] = relationship('NotebookSnapshots', foreign_keys='[NotebookSnapshots.source_object_id]', back_populates='source_object')
+    versions: Mapped[list['Versions']] = relationship('Versions', foreign_keys='[Versions.artifact_object_id]', back_populates='artifact_object')
+    versions_: Mapped[list['Versions']] = relationship('Versions', foreign_keys='[Versions.source_object_id]', back_populates='source_object')
+    experiments: Mapped[list['Experiments']] = relationship('Experiments', foreign_keys='[Experiments.logs_object_id]', back_populates='logs_object')
+    experiments_: Mapped[list['Experiments']] = relationship('Experiments', foreign_keys='[Experiments.result_object_id]', back_populates='result_object')
+    schedule_node_runs: Mapped[list['ScheduleNodeRuns']] = relationship('ScheduleNodeRuns', foreign_keys='[ScheduleNodeRuns.logs_object_id]', back_populates='logs_object')
+    schedule_node_runs_: Mapped[list['ScheduleNodeRuns']] = relationship('ScheduleNodeRuns', foreign_keys='[ScheduleNodeRuns.result_object_id]', back_populates='result_object')
+
+
+class WorkspaceMembers(Base):
+    __tablename__ = 'workspace_members'
+    __table_args__ = (
+        ForeignKeyConstraint(['role_id'], ['roles.role_id'], ondelete='RESTRICT', name='fk_workspace_members_role'),
+        ForeignKeyConstraint(['user_id'], ['users.user_id'], ondelete='RESTRICT', name='fk_workspace_members_user'),
+        ForeignKeyConstraint(['workspace_id'], ['workspaces.workspace_id'], ondelete='CASCADE', name='fk_workspace_members_workspace'),
+        Index('idx_workspace_members_role', 'role_id'),
+        Index('idx_workspace_members_user', 'user_id', 'member_status'),
+        {'comment': 'Workspace 成员与角色'}
+    )
+
+    workspace_id: Mapped[str] = mapped_column(CHAR(26), primary_key=True)
+    user_id: Mapped[str] = mapped_column(CHAR(26), primary_key=True)
+    role_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    member_status: Mapped[str] = mapped_column(String(16), nullable=False, server_default=text("'active'"))
+    joined_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+    updated_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3) ON UPDATE CURRENT_TIMESTAMP(3)'))
+
+    role: Mapped['Roles'] = relationship('Roles', back_populates='workspace_members')
+    user: Mapped['Users'] = relationship('Users', back_populates='workspace_members')
+    workspace: Mapped['Workspaces'] = relationship('Workspaces', back_populates='workspace_members')
+
+
+class DataResources(Base):
+    __tablename__ = 'data_resources'
+    __table_args__ = (
+        ForeignKeyConstraint(['owner_user_id'], ['users.user_id'], ondelete='RESTRICT', name='fk_data_resources_owner'),
+        ForeignKeyConstraint(['storage_object_id'], ['storage_objects.storage_object_id'], ondelete='RESTRICT', name='fk_data_resources_object'),
+        ForeignKeyConstraint(['workspace_id'], ['workspaces.workspace_id'], ondelete='RESTRICT', name='fk_data_resources_workspace'),
+        Index('idx_data_resources_owner', 'owner_user_id', 'status'),
+        Index('idx_data_resources_workspace', 'workspace_id', 'visibility', 'status'),
+        Index('uk_data_resources_object', 'storage_object_id', unique=True),
+        {'comment': '数据资源'}
+    )
+
+    resource_id: Mapped[str] = mapped_column(CHAR(26), primary_key=True)
+    workspace_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    storage_object_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    owner_user_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    resource_name: Mapped[str] = mapped_column(String(255), nullable=False)
+    visibility: Mapped[str] = mapped_column(String(16), nullable=False, server_default=text("'private'"))
+    status: Mapped[str] = mapped_column(String(16), nullable=False, server_default=text("'active'"))
+    created_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+    updated_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3) ON UPDATE CURRENT_TIMESTAMP(3)'))
+    description: Mapped[Optional[str]] = mapped_column(String(1000))
+    schema_json: Mapped[Optional[dict]] = mapped_column(JSON, comment='字段结构、行数等可选元数据')
+    deleted_at: Mapped[Optional[datetime.datetime]] = mapped_column(DATETIME(fsp=3))
+
+    owner_user: Mapped['Users'] = relationship('Users', back_populates='data_resources')
+    storage_object: Mapped['StorageObjects'] = relationship('StorageObjects', back_populates='data_resources')
+    workspace: Mapped['Workspaces'] = relationship('Workspaces', back_populates='data_resources')
+    experiment_resources: Mapped[list['ExperimentResources']] = relationship('ExperimentResources', back_populates='resource')
+
+
+class EditSessions(Base):
+    __tablename__ = 'edit_sessions'
+    __table_args__ = (
+        ForeignKeyConstraint(['runtime_id'], ['runtime_instances.runtime_id'], ondelete='SET NULL', name='fk_edit_sessions_runtime'),
+        ForeignKeyConstraint(['storage_object_id'], ['storage_objects.storage_object_id'], ondelete='RESTRICT', name='fk_edit_sessions_object'),
+        ForeignKeyConstraint(['user_id'], ['users.user_id'], ondelete='RESTRICT', name='fk_edit_sessions_user'),
+        ForeignKeyConstraint(['workspace_id'], ['workspaces.workspace_id'], ondelete='RESTRICT', name='fk_edit_sessions_workspace'),
+        Index('fk_edit_sessions_workspace', 'workspace_id'),
+        Index('idx_edit_sessions_object', 'storage_object_id', 'session_status', 'expires_at'),
+        Index('idx_edit_sessions_runtime', 'runtime_id', 'session_status'),
+        Index('idx_edit_sessions_user', 'user_id', 'session_status'),
+        {'comment': '编辑会话与数据库租约；MySQL 为锁状态权威'}
+    )
+
+    edit_session_id: Mapped[str] = mapped_column(CHAR(26), primary_key=True)
+    workspace_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    storage_object_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    user_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    lock_key: Mapped[str] = mapped_column(String(512), nullable=False)
+    lock_token_hash: Mapped[bytes] = mapped_column(BINARY(32), nullable=False, comment='不保存原始 token')
+    session_status: Mapped[str] = mapped_column(String(16), nullable=False, server_default=text("'active'"), comment='active/closed/expired/failed')
+    started_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+    last_heartbeat_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+    expires_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False)
+    runtime_id: Mapped[Optional[str]] = mapped_column(CHAR(26))
+    jupyter_session_id: Mapped[Optional[str]] = mapped_column(String(255))
+    ended_at: Mapped[Optional[datetime.datetime]] = mapped_column(DATETIME(fsp=3))
+    end_reason: Mapped[Optional[str]] = mapped_column(String(64))
+
+    runtime: Mapped[Optional['RuntimeInstances']] = relationship('RuntimeInstances', back_populates='edit_sessions')
+    storage_object: Mapped['StorageObjects'] = relationship('StorageObjects', back_populates='edit_sessions')
+    user: Mapped['Users'] = relationship('Users', back_populates='edit_sessions')
+    workspace: Mapped['Workspaces'] = relationship('Workspaces', back_populates='edit_sessions')
+
+
+class ScheduleRuns(Base):
+    __tablename__ = 'schedule_runs'
+    __table_args__ = (
+        ForeignKeyConstraint(['logs_object_id'], ['storage_objects.storage_object_id'], ondelete='SET NULL', name='fk_schedule_runs_logs'),
+        ForeignKeyConstraint(['result_object_id'], ['storage_objects.storage_object_id'], ondelete='SET NULL', name='fk_schedule_runs_result'),
+        ForeignKeyConstraint(['schedule_id'], ['schedules.schedule_id'], ondelete='RESTRICT', name='fk_schedule_runs_schedule'),
+        ForeignKeyConstraint(['triggered_by'], ['users.user_id'], ondelete='SET NULL', name='fk_schedule_runs_user'),
+        ForeignKeyConstraint(['workspace_id'], ['workspaces.workspace_id'], ondelete='RESTRICT', name='fk_schedule_runs_workspace'),
+        Index('fk_schedule_runs_logs', 'logs_object_id'),
+        Index('fk_schedule_runs_result', 'result_object_id'),
+        Index('fk_schedule_runs_user', 'triggered_by'),
+        Index('idx_schedule_runs_schedule', 'schedule_id', 'created_at'),
+        Index('idx_schedule_runs_status', 'run_status', 'queued_at'),
+        Index('idx_schedule_runs_workspace_status', 'workspace_id', 'run_status', 'queued_at'),
+        Index('uk_schedule_runs_idempotency', 'idempotency_key', unique=True),
+        {'comment': '调度运行'}
+    )
+
+    run_id: Mapped[str] = mapped_column(CHAR(26), primary_key=True)
+    schedule_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    workspace_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    workflow_version: Mapped[int] = mapped_column(INTEGER, nullable=False)
+    trigger_type: Mapped[str] = mapped_column(String(16), nullable=False, comment='manual/cron/api/retry')
+    idempotency_key: Mapped[str] = mapped_column(String(128), nullable=False)
+    run_status: Mapped[str] = mapped_column(String(24), nullable=False, server_default=text("'queued'"), comment='queued/running/succeeded/failed/cancelled/timed_out')
+    state_version: Mapped[int] = mapped_column(INTEGER, nullable=False, server_default=text("0"), comment='乐观锁版本')
+    schedule_snapshot: Mapped[dict] = mapped_column(JSON, nullable=False, comment='执行时 DAG 快照')
+    queued_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+    created_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+    triggered_by: Mapped[Optional[str]] = mapped_column(CHAR(26))
+    started_at: Mapped[Optional[datetime.datetime]] = mapped_column(DATETIME(fsp=3))
+    finished_at: Mapped[Optional[datetime.datetime]] = mapped_column(DATETIME(fsp=3))
+    duration_ms: Mapped[Optional[int]] = mapped_column(BIGINT)
+    error_code: Mapped[Optional[str]] = mapped_column(String(64))
+    error_message: Mapped[Optional[str]] = mapped_column(Text)
+    logs_object_id: Mapped[Optional[str]] = mapped_column(CHAR(26))
+    result_object_id: Mapped[Optional[str]] = mapped_column(CHAR(26))
+
+    logs_object: Mapped[Optional['StorageObjects']] = relationship('StorageObjects', foreign_keys=[logs_object_id], back_populates='schedule_runs')
+    result_object: Mapped[Optional['StorageObjects']] = relationship('StorageObjects', foreign_keys=[result_object_id], back_populates='schedule_runs_')
+    schedule: Mapped['Schedules'] = relationship('Schedules', back_populates='schedule_runs')
+    users: Mapped[Optional['Users']] = relationship('Users', back_populates='schedule_runs')
+    workspace: Mapped['Workspaces'] = relationship('Workspaces', back_populates='schedule_runs')
+    experiments: Mapped[list['Experiments']] = relationship('Experiments', back_populates='schedule_run')
+    schedule_node_runs: Mapped[list['ScheduleNodeRuns']] = relationship('ScheduleNodeRuns', back_populates='run')
+
+
+class Scripts(Base):
+    __tablename__ = 'scripts'
+    __table_args__ = (
+        ForeignKeyConstraint(['current_object_id'], ['storage_objects.storage_object_id'], ondelete='RESTRICT', name='fk_scripts_current_object'),
+        ForeignKeyConstraint(['owner_user_id'], ['users.user_id'], ondelete='RESTRICT', name='fk_scripts_owner'),
+        ForeignKeyConstraint(['workspace_id'], ['workspaces.workspace_id'], ondelete='RESTRICT', name='fk_scripts_workspace'),
+        Index('idx_scripts_owner', 'owner_user_id', 'status'),
+        Index('idx_scripts_workspace', 'workspace_id', 'script_type', 'visibility', 'status'),
+        Index('uk_scripts_current_object', 'current_object_id', unique=True),
+        {'comment': '可执行 Python/Notebook 脚本'}
+    )
+
+    script_id: Mapped[str] = mapped_column(CHAR(26), primary_key=True)
+    workspace_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    current_object_id: Mapped[str] = mapped_column(CHAR(26), nullable=False, comment='当前工作副本')
+    owner_user_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    script_name: Mapped[str] = mapped_column(String(255), nullable=False)
+    script_type: Mapped[str] = mapped_column(String(16), nullable=False, comment='python/notebook')
+    visibility: Mapped[str] = mapped_column(String(16), nullable=False, server_default=text("'private'"))
+    status: Mapped[str] = mapped_column(String(16), nullable=False, server_default=text("'active'"))
+    created_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+    updated_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3) ON UPDATE CURRENT_TIMESTAMP(3)'))
+    deleted_at: Mapped[Optional[datetime.datetime]] = mapped_column(DATETIME(fsp=3))
+
+    current_object: Mapped['StorageObjects'] = relationship('StorageObjects', back_populates='scripts')
+    owner_user: Mapped['Users'] = relationship('Users', back_populates='scripts')
+    workspace: Mapped['Workspaces'] = relationship('Workspaces', back_populates='scripts')
+    notebook_snapshots: Mapped[list['NotebookSnapshots']] = relationship('NotebookSnapshots', back_populates='script')
+    versions: Mapped[list['Versions']] = relationship('Versions', back_populates='script')
+    experiments: Mapped[list['Experiments']] = relationship('Experiments', back_populates='script')
+
+
+class UploadSessions(Base):
+    __tablename__ = 'upload_sessions'
+    __table_args__ = (
+        ForeignKeyConstraint(['storage_object_id'], ['storage_objects.storage_object_id'], ondelete='SET NULL', name='fk_upload_sessions_storage_object'),
+        ForeignKeyConstraint(['user_id'], ['users.user_id'], ondelete='RESTRICT', name='fk_upload_sessions_user'),
+        ForeignKeyConstraint(['workspace_id'], ['workspaces.workspace_id'], ondelete='RESTRICT', name='fk_upload_sessions_workspace'),
+        Index('fk_upload_sessions_storage_object', 'storage_object_id'),
+        Index('fk_upload_sessions_user', 'user_id'),
+        Index('idx_upload_sessions_expiry', 'upload_status', 'expires_at'),
+        Index('idx_upload_sessions_object_key', 'bucket_name', 'object_key_hash'),
+        Index('idx_upload_sessions_workspace', 'workspace_id', 'user_id', 'created_at'),
+        Index('uk_upload_sessions_idempotency', 'idempotency_key', unique=True),
+        {'comment': 'RustFS 预签名上传会话；URL 本身不持久化'}
+    )
+
+    upload_id: Mapped[str] = mapped_column(CHAR(26), primary_key=True)
+    workspace_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    user_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    idempotency_key: Mapped[str] = mapped_column(String(128), nullable=False)
+    bucket_name: Mapped[str] = mapped_column(String(128), nullable=False)
+    object_key: Mapped[str] = mapped_column(String(1024), nullable=False)
+    object_key_hash: Mapped[bytes] = mapped_column(BINARY(32), nullable=False)
+    upload_status: Mapped[str] = mapped_column(String(24), nullable=False, server_default=text("'created'"), comment='created/uploading/completed/expired/aborted/failed')
+    expires_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False)
+    created_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+    updated_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3) ON UPDATE CURRENT_TIMESTAMP(3)'))
+    multipart_upload_id: Mapped[Optional[str]] = mapped_column(String(255))
+    expected_size_bytes: Mapped[Optional[int]] = mapped_column(BIGINT)
+    expected_hash: Mapped[Optional[str]] = mapped_column(CHAR(64))
+    content_type: Mapped[Optional[str]] = mapped_column(String(255))
+    storage_object_id: Mapped[Optional[str]] = mapped_column(CHAR(26))
+    completed_at: Mapped[Optional[datetime.datetime]] = mapped_column(DATETIME(fsp=3))
+
+    storage_object: Mapped[Optional['StorageObjects']] = relationship('StorageObjects', back_populates='upload_sessions')
+    user: Mapped['Users'] = relationship('Users', back_populates='upload_sessions')
+    workspace: Mapped['Workspaces'] = relationship('Workspaces', back_populates='upload_sessions')
+
+
+class WorkspaceOperations(Base):
+    __tablename__ = 'workspace_operations'
+    __table_args__ = (
+        ForeignKeyConstraint(['requested_by'], ['users.user_id'], ondelete='RESTRICT', name='fk_workspace_operations_user'),
+        ForeignKeyConstraint(['runtime_id'], ['runtime_instances.runtime_id'], ondelete='SET NULL', name='fk_workspace_operations_runtime'),
+        ForeignKeyConstraint(['workspace_id'], ['workspaces.workspace_id'], ondelete='RESTRICT', name='fk_workspace_operations_workspace'),
+        Index('fk_workspace_operations_user', 'requested_by'),
+        Index('idx_workspace_operations_runtime', 'runtime_id', 'created_at'),
+        Index('idx_workspace_operations_workspace', 'workspace_id', 'operation_status', 'created_at'),
+        Index('uk_workspace_operations_request', 'request_id', unique=True),
+        {'comment': '无状态 Backend 的 Workspace/Jupyter 异步操作记录'}
+    )
+
+    operation_id: Mapped[str] = mapped_column(CHAR(26), primary_key=True)
+    workspace_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    operation_type: Mapped[str] = mapped_column(String(24), nullable=False, comment='open/close/mount/unmount/start/stop/restart/recycle')
+    operation_status: Mapped[str] = mapped_column(String(24), nullable=False, server_default=text("'pending'"), comment='pending/running/succeeded/failed/cancelled')
+    state_version: Mapped[int] = mapped_column(INTEGER, nullable=False, server_default=text("0"), comment='乐观锁版本')
+    requested_by: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    created_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+    runtime_id: Mapped[Optional[str]] = mapped_column(CHAR(26))
+    request_id: Mapped[Optional[str]] = mapped_column(String(128))
+    started_at: Mapped[Optional[datetime.datetime]] = mapped_column(DATETIME(fsp=3))
+    finished_at: Mapped[Optional[datetime.datetime]] = mapped_column(DATETIME(fsp=3))
+    error_code: Mapped[Optional[str]] = mapped_column(String(64))
+    error_message: Mapped[Optional[str]] = mapped_column(Text)
+
+    users: Mapped['Users'] = relationship('Users', back_populates='workspace_operations')
+    runtime: Mapped[Optional['RuntimeInstances']] = relationship('RuntimeInstances', back_populates='workspace_operations')
+    workspace: Mapped['Workspaces'] = relationship('Workspaces', back_populates='workspace_operations')
+
+
+class NotebookSnapshots(Base):
+    __tablename__ = 'notebook_snapshots'
+    __table_args__ = (
+        ForeignKeyConstraint(['artifact_object_id'], ['storage_objects.storage_object_id'], ondelete='RESTRICT', name='fk_snapshots_artifact_object'),
+        ForeignKeyConstraint(['created_by'], ['users.user_id'], ondelete='RESTRICT', name='fk_snapshots_created_by'),
+        ForeignKeyConstraint(['script_id'], ['scripts.script_id'], ondelete='RESTRICT', name='fk_snapshots_script'),
+        ForeignKeyConstraint(['source_object_id'], ['storage_objects.storage_object_id'], ondelete='RESTRICT', name='fk_snapshots_source_object'),
+        ForeignKeyConstraint(['workspace_id'], ['workspaces.workspace_id'], ondelete='RESTRICT', name='fk_snapshots_workspace'),
+        Index('fk_snapshots_created_by', 'created_by'),
+        Index('fk_snapshots_source_object', 'source_object_id'),
+        Index('idx_snapshots_workspace_created', 'workspace_id', 'created_at'),
+        Index('uk_snapshots_artifact', 'artifact_object_id', unique=True),
+        Index('uk_snapshots_script_hash', 'script_id', 'content_hash', unique=True),
+        {'comment': 'Notebook 开发快照，append-only'}
+    )
+
+    snapshot_id: Mapped[str] = mapped_column(CHAR(26), primary_key=True)
+    workspace_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    script_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    source_object_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    artifact_object_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    snapshot_name: Mapped[str] = mapped_column(String(255), nullable=False)
+    content_hash: Mapped[str] = mapped_column(CHAR(64), nullable=False)
+    outputs_stripped: Mapped[int] = mapped_column(TINYINT(1), nullable=False, server_default=text("1"))
+    created_by: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    created_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+    description: Mapped[Optional[str]] = mapped_column(String(1000))
+
+    artifact_object: Mapped['StorageObjects'] = relationship('StorageObjects', foreign_keys=[artifact_object_id], back_populates='notebook_snapshots')
+    users: Mapped['Users'] = relationship('Users', back_populates='notebook_snapshots')
+    script: Mapped['Scripts'] = relationship('Scripts', back_populates='notebook_snapshots')
+    source_object: Mapped['StorageObjects'] = relationship('StorageObjects', foreign_keys=[source_object_id], back_populates='notebook_snapshots_')
+    workspace: Mapped['Workspaces'] = relationship('Workspaces', back_populates='notebook_snapshots')
+
+
+class Versions(Base):
+    __tablename__ = 'versions'
+    __table_args__ = (
+        ForeignKeyConstraint(['artifact_object_id'], ['storage_objects.storage_object_id'], ondelete='RESTRICT', name='fk_versions_artifact_object'),
+        ForeignKeyConstraint(['created_by'], ['users.user_id'], ondelete='RESTRICT', name='fk_versions_created_by'),
+        ForeignKeyConstraint(['script_id'], ['scripts.script_id'], ondelete='RESTRICT', name='fk_versions_script'),
+        ForeignKeyConstraint(['source_object_id'], ['storage_objects.storage_object_id'], ondelete='RESTRICT', name='fk_versions_source_object'),
+        ForeignKeyConstraint(['workspace_id'], ['workspaces.workspace_id'], ondelete='RESTRICT', name='fk_versions_workspace'),
+        Index('fk_versions_source_object', 'source_object_id'),
+        Index('idx_versions_creator', 'created_by', 'created_at'),
+        Index('idx_versions_workspace_created', 'workspace_id', 'created_at'),
+        Index('uk_versions_artifact', 'artifact_object_id', unique=True),
+        Index('uk_versions_script_hash', 'script_id', 'content_hash', unique=True),
+        Index('uk_versions_script_no', 'script_id', 'version_no', unique=True),
+        {'comment': '不可变稳定版本；调度节点必须引用 versions_id'}
+    )
+
+    versions_id: Mapped[str] = mapped_column(CHAR(26), primary_key=True, comment='稳定版本唯一 ID')
+    workspace_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    script_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    source_object_id: Mapped[str] = mapped_column(CHAR(26), nullable=False, comment='发布时的源对象')
+    artifact_object_id: Mapped[str] = mapped_column(CHAR(26), nullable=False, comment='RustFS 不可变版本制品')
+    version_no: Mapped[int] = mapped_column(INTEGER, nullable=False)
+    version_label: Mapped[str] = mapped_column(String(32), nullable=False, comment='例如 v1.0')
+    source_path: Mapped[str] = mapped_column(String(1024), nullable=False, comment='发布时路径快照')
+    artifact_path: Mapped[str] = mapped_column(String(1500), nullable=False)
+    content_hash: Mapped[str] = mapped_column(CHAR(64), nullable=False)
+    file_size_bytes: Mapped[int] = mapped_column(BIGINT, nullable=False, server_default=text("0"))
+    visibility: Mapped[str] = mapped_column(String(16), nullable=False, server_default=text("'private'"))
+    created_by: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    created_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+    release_note: Mapped[Optional[str]] = mapped_column(String(1000))
+    schedule_hidden_at: Mapped[Optional[datetime.datetime]] = mapped_column(
+        DATETIME(fsp=3),
+        comment='从调度稳定版本列表移除的时间；不影响版本和运行历史',
+    )
+
+    artifact_object: Mapped['StorageObjects'] = relationship('StorageObjects', foreign_keys=[artifact_object_id], back_populates='versions')
+    users: Mapped['Users'] = relationship('Users', back_populates='versions')
+    script: Mapped['Scripts'] = relationship('Scripts', back_populates='versions')
+    source_object: Mapped['StorageObjects'] = relationship('StorageObjects', foreign_keys=[source_object_id], back_populates='versions_')
+    workspace: Mapped['Workspaces'] = relationship('Workspaces', back_populates='versions')
+    experiments: Mapped[list['Experiments']] = relationship('Experiments', back_populates='versions')
+    schedule_nodes: Mapped[list['ScheduleNodes']] = relationship('ScheduleNodes', back_populates='versions')
+    schedule_node_runs: Mapped[list['ScheduleNodeRuns']] = relationship('ScheduleNodeRuns', back_populates='versions')
+
+
+class Experiments(Base):
+    __tablename__ = 'experiments'
+    __table_args__ = (
+        ForeignKeyConstraint(['logs_object_id'], ['storage_objects.storage_object_id'], ondelete='SET NULL', name='fk_experiments_logs'),
+        ForeignKeyConstraint(['owner_user_id'], ['users.user_id'], ondelete='RESTRICT', name='fk_experiments_owner'),
+        ForeignKeyConstraint(['parent_experiment_id'], ['experiments.experiment_id'], ondelete='SET NULL', name='fk_experiments_parent'),
+        ForeignKeyConstraint(['result_object_id'], ['storage_objects.storage_object_id'], ondelete='SET NULL', name='fk_experiments_result'),
+        ForeignKeyConstraint(['schedule_run_id'], ['schedule_runs.run_id'], ondelete='SET NULL', name='fk_experiments_schedule_run'),
+        ForeignKeyConstraint(['script_id'], ['scripts.script_id'], ondelete='SET NULL', name='fk_experiments_script'),
+        ForeignKeyConstraint(['versions_id'], ['versions.versions_id'], ondelete='SET NULL', name='fk_experiments_version'),
+        ForeignKeyConstraint(['workspace_id'], ['workspaces.workspace_id'], ondelete='RESTRICT', name='fk_experiments_workspace'),
+        Index('fk_experiments_logs', 'logs_object_id'),
+        Index('fk_experiments_parent', 'parent_experiment_id'),
+        Index('fk_experiments_result', 'result_object_id'),
+        Index('fk_experiments_script', 'script_id'),
+        Index('idx_experiments_owner', 'owner_user_id', 'created_at'),
+        Index('idx_experiments_schedule_run', 'schedule_run_id'),
+        Index('idx_experiments_version', 'versions_id'),
+        Index('idx_experiments_workspace', 'workspace_id', 'experiment_status', 'created_at'),
+        {'comment': '实验记录'}
+    )
+
+    experiment_id: Mapped[str] = mapped_column(CHAR(26), primary_key=True)
+    workspace_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    owner_user_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    experiment_name: Mapped[str] = mapped_column(String(255), nullable=False)
+    source_type: Mapped[str] = mapped_column(String(24), nullable=False, comment='python/notebook/schedule/rerun')
+    experiment_status: Mapped[str] = mapped_column(String(24), nullable=False, server_default=text("'queued'"))
+    state_version: Mapped[int] = mapped_column(INTEGER, nullable=False, server_default=text("0"), comment='乐观锁版本')
+    created_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+    script_id: Mapped[Optional[str]] = mapped_column(CHAR(26))
+    versions_id: Mapped[Optional[str]] = mapped_column(CHAR(26), comment='工作副本运行时可为空')
+    schedule_run_id: Mapped[Optional[str]] = mapped_column(CHAR(26))
+    parent_experiment_id: Mapped[Optional[str]] = mapped_column(CHAR(26))
+    parameters_json: Mapped[Optional[dict]] = mapped_column(JSON)
+    environment_json: Mapped[Optional[dict]] = mapped_column(JSON)
+    result_summary: Mapped[Optional[str]] = mapped_column(String(2000))
+    logs_object_id: Mapped[Optional[str]] = mapped_column(CHAR(26))
+    result_object_id: Mapped[Optional[str]] = mapped_column(CHAR(26))
+    started_at: Mapped[Optional[datetime.datetime]] = mapped_column(DATETIME(fsp=3))
+    finished_at: Mapped[Optional[datetime.datetime]] = mapped_column(DATETIME(fsp=3))
+    duration_ms: Mapped[Optional[int]] = mapped_column(BIGINT)
+    deleted_at: Mapped[Optional[datetime.datetime]] = mapped_column(DATETIME(fsp=3))
+
+    logs_object: Mapped[Optional['StorageObjects']] = relationship('StorageObjects', foreign_keys=[logs_object_id], back_populates='experiments')
+    owner_user: Mapped['Users'] = relationship('Users', back_populates='experiments')
+    parent_experiment: Mapped[Optional['Experiments']] = relationship('Experiments', remote_side=[experiment_id], back_populates='parent_experiment_reverse')
+    parent_experiment_reverse: Mapped[list['Experiments']] = relationship('Experiments', remote_side=[parent_experiment_id], back_populates='parent_experiment')
+    result_object: Mapped[Optional['StorageObjects']] = relationship('StorageObjects', foreign_keys=[result_object_id], back_populates='experiments_')
+    schedule_run: Mapped[Optional['ScheduleRuns']] = relationship('ScheduleRuns', back_populates='experiments')
+    script: Mapped[Optional['Scripts']] = relationship('Scripts', back_populates='experiments')
+    versions: Mapped[Optional['Versions']] = relationship('Versions', back_populates='experiments')
+    workspace: Mapped['Workspaces'] = relationship('Workspaces', back_populates='experiments')
+    experiment_metrics: Mapped[list['ExperimentMetrics']] = relationship('ExperimentMetrics', back_populates='experiment')
+    experiment_resources: Mapped[list['ExperimentResources']] = relationship('ExperimentResources', back_populates='experiment')
+
+
+class ScheduleNodes(Base):
+    __tablename__ = 'schedule_nodes'
+    __table_args__ = (
+        ForeignKeyConstraint(['schedule_id'], ['schedules.schedule_id'], ondelete='CASCADE', name='fk_schedule_nodes_schedule'),
+        ForeignKeyConstraint(['versions_id'], ['versions.versions_id'], ondelete='RESTRICT', name='fk_schedule_nodes_version'),
+        Index('idx_schedule_nodes_version', 'versions_id'),
+        Index('uk_schedule_nodes_key', 'schedule_id', 'node_key', unique=True),
+        {'comment': 'DAG 节点，必须引用稳定版本'}
+    )
+
+    node_id: Mapped[str] = mapped_column(CHAR(26), primary_key=True)
+    schedule_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    node_key: Mapped[str] = mapped_column(String(64), nullable=False, comment='画布内稳定标识')
+    node_name: Mapped[str] = mapped_column(String(255), nullable=False)
+    versions_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    timeout_seconds: Mapped[int] = mapped_column(INTEGER, nullable=False, server_default=text("600"))
+    retry_count: Mapped[int] = mapped_column(INTEGER, nullable=False, server_default=text("0"))
+    retry_interval_sec: Mapped[int] = mapped_column(INTEGER, nullable=False, server_default=text("5"))
+    position_x: Mapped[decimal.Decimal] = mapped_column(DECIMAL(10, 2), nullable=False, server_default=text("0.00"))
+    position_y: Mapped[decimal.Decimal] = mapped_column(DECIMAL(10, 2), nullable=False, server_default=text("0.00"))
+    created_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+    updated_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3) ON UPDATE CURRENT_TIMESTAMP(3)'))
+    arguments_json: Mapped[Optional[dict]] = mapped_column(JSON)
+    env_refs_json: Mapped[Optional[dict]] = mapped_column(JSON, comment='只存密钥引用，不存明文密钥')
+
+    schedule: Mapped['Schedules'] = relationship('Schedules', back_populates='schedule_nodes')
+    versions: Mapped['Versions'] = relationship('Versions', back_populates='schedule_nodes')
+    schedule_edges: Mapped[list['ScheduleEdges']] = relationship('ScheduleEdges', foreign_keys='[ScheduleEdges.source_node_id]', back_populates='source_node')
+    schedule_edges_: Mapped[list['ScheduleEdges']] = relationship('ScheduleEdges', foreign_keys='[ScheduleEdges.target_node_id]', back_populates='target_node')
+    schedule_node_runs: Mapped[list['ScheduleNodeRuns']] = relationship('ScheduleNodeRuns', back_populates='node')
+
+
+class ExperimentMetrics(Base):
+    __tablename__ = 'experiment_metrics'
+    __table_args__ = (
+        ForeignKeyConstraint(['experiment_id'], ['experiments.experiment_id'], ondelete='CASCADE', name='fk_experiment_metrics_experiment'),
+        Index('idx_experiment_metrics_lookup', 'experiment_id', 'metric_name', 'step_no'),
+        {'comment': '实验指标，支持筛选和曲线'}
+    )
+
+    metric_id: Mapped[int] = mapped_column(BIGINT, primary_key=True)
+    experiment_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    metric_name: Mapped[str] = mapped_column(String(128), nullable=False)
+    recorded_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+    metric_value: Mapped[Optional[decimal.Decimal]] = mapped_column(Double(asdecimal=True))
+    metric_text: Mapped[Optional[str]] = mapped_column(String(1000))
+    step_no: Mapped[Optional[int]] = mapped_column(BigInteger)
+
+    experiment: Mapped['Experiments'] = relationship('Experiments', back_populates='experiment_metrics')
+
+
+class ExperimentResources(Base):
+    __tablename__ = 'experiment_resources'
+    __table_args__ = (
+        ForeignKeyConstraint(['experiment_id'], ['experiments.experiment_id'], ondelete='CASCADE', name='fk_experiment_resources_experiment'),
+        ForeignKeyConstraint(['resource_id'], ['data_resources.resource_id'], ondelete='RESTRICT', name='fk_experiment_resources_resource'),
+        Index('fk_experiment_resources_resource', 'resource_id'),
+        {'comment': '实验与数据资源'}
+    )
+
+    experiment_id: Mapped[str] = mapped_column(CHAR(26), primary_key=True)
+    resource_id: Mapped[str] = mapped_column(CHAR(26), primary_key=True)
+    resource_role: Mapped[str] = mapped_column(String(16), primary_key=True, server_default=text("'input'"), comment='input/output')
+    created_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+
+    experiment: Mapped['Experiments'] = relationship('Experiments', back_populates='experiment_resources')
+    resource: Mapped['DataResources'] = relationship('DataResources', back_populates='experiment_resources')
+
+
+class ScheduleEdges(Base):
+    __tablename__ = 'schedule_edges'
+    __table_args__ = (
+        ForeignKeyConstraint(['schedule_id'], ['schedules.schedule_id'], ondelete='CASCADE', name='fk_schedule_edges_schedule'),
+        ForeignKeyConstraint(['source_node_id'], ['schedule_nodes.node_id'], ondelete='CASCADE', name='fk_schedule_edges_source'),
+        ForeignKeyConstraint(['target_node_id'], ['schedule_nodes.node_id'], ondelete='CASCADE', name='fk_schedule_edges_target'),
+        Index('fk_schedule_edges_source', 'source_node_id'),
+        Index('idx_schedule_edges_target', 'target_node_id'),
+        Index('uk_schedule_edges_pair', 'schedule_id', 'source_node_id', 'target_node_id', unique=True),
+        {'comment': 'DAG 有向边'}
+    )
+
+    edge_id: Mapped[str] = mapped_column(CHAR(26), primary_key=True)
+    schedule_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    source_node_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    target_node_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    created_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+    condition_expr: Mapped[Optional[str]] = mapped_column(String(1000))
+
+    schedule: Mapped['Schedules'] = relationship('Schedules', back_populates='schedule_edges')
+    source_node: Mapped['ScheduleNodes'] = relationship('ScheduleNodes', foreign_keys=[source_node_id], back_populates='schedule_edges')
+    target_node: Mapped['ScheduleNodes'] = relationship('ScheduleNodes', foreign_keys=[target_node_id], back_populates='schedule_edges_')
+
+
+class ScheduleNodeRuns(Base):
+    __tablename__ = 'schedule_node_runs'
+    __table_args__ = (
+        ForeignKeyConstraint(['logs_object_id'], ['storage_objects.storage_object_id'], ondelete='SET NULL', name='fk_node_runs_logs'),
+        ForeignKeyConstraint(['node_id'], ['schedule_nodes.node_id'], ondelete='RESTRICT', name='fk_node_runs_node'),
+        ForeignKeyConstraint(['result_object_id'], ['storage_objects.storage_object_id'], ondelete='SET NULL', name='fk_node_runs_result'),
+        ForeignKeyConstraint(['run_id'], ['schedule_runs.run_id'], ondelete='CASCADE', name='fk_node_runs_run'),
+        ForeignKeyConstraint(['versions_id'], ['versions.versions_id'], ondelete='RESTRICT', name='fk_node_runs_version'),
+        Index('fk_node_runs_logs', 'logs_object_id'),
+        Index('fk_node_runs_node', 'node_id'),
+        Index('fk_node_runs_result', 'result_object_id'),
+        Index('idx_node_runs_status', 'run_id', 'node_status'),
+        Index('idx_node_runs_version', 'versions_id'),
+        Index('uk_node_runs_attempt', 'run_id', 'node_id', 'attempt_no', unique=True),
+        {'comment': '调度节点运行与重试'}
+    )
+
+    node_run_id: Mapped[str] = mapped_column(CHAR(26), primary_key=True)
+    run_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    node_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    versions_id: Mapped[str] = mapped_column(CHAR(26), nullable=False)
+    attempt_no: Mapped[int] = mapped_column(INTEGER, nullable=False, server_default=text("1"))
+    node_status: Mapped[str] = mapped_column(String(24), nullable=False, server_default=text("'queued'"), comment='queued/running/succeeded/failed/skipped/cancelled/timed_out')
+    state_version: Mapped[int] = mapped_column(INTEGER, nullable=False, server_default=text("0"), comment='乐观锁版本')
+    created_at: Mapped[datetime.datetime] = mapped_column(DATETIME(fsp=3), nullable=False, server_default=text('CURRENT_TIMESTAMP(3)'))
+    started_at: Mapped[Optional[datetime.datetime]] = mapped_column(DATETIME(fsp=3))
+    finished_at: Mapped[Optional[datetime.datetime]] = mapped_column(DATETIME(fsp=3))
+    duration_ms: Mapped[Optional[int]] = mapped_column(BIGINT)
+    exit_code: Mapped[Optional[int]] = mapped_column(Integer)
+    message: Mapped[Optional[str]] = mapped_column(String(2000))
+    metrics_json: Mapped[Optional[dict]] = mapped_column(JSON)
+    logs_object_id: Mapped[Optional[str]] = mapped_column(CHAR(26))
+    result_object_id: Mapped[Optional[str]] = mapped_column(CHAR(26))
+
+    logs_object: Mapped[Optional['StorageObjects']] = relationship('StorageObjects', foreign_keys=[logs_object_id], back_populates='schedule_node_runs')
+    node: Mapped['ScheduleNodes'] = relationship('ScheduleNodes', back_populates='schedule_node_runs')
+    result_object: Mapped[Optional['StorageObjects']] = relationship('StorageObjects', foreign_keys=[result_object_id], back_populates='schedule_node_runs_')
+    run: Mapped['ScheduleRuns'] = relationship('ScheduleRuns', back_populates='schedule_node_runs')
+    versions: Mapped['Versions'] = relationship('Versions', back_populates='schedule_node_runs')

common/src/common/db/session.py

@@ -0,0 +1,51 @@
+from __future__ import annotations
+
+from collections.abc import AsyncIterator
+from contextlib import asynccontextmanager
+
+from sqlalchemy.ext.asyncio import (
+    AsyncEngine,
+    AsyncSession,
+    async_sessionmaker,
+    create_async_engine,
+)
+
+AsyncSessionFactory = async_sessionmaker[AsyncSession]
+
+
+def create_database_engine(
+    database_url: str,
+    *,
+    echo: bool = False,
+    pool_pre_ping: bool = True,
+) -> AsyncEngine:
+    """Create an async SQLAlchemy engine without storing global connection state."""
+    return create_async_engine(
+        database_url,
+        echo=echo,
+        pool_pre_ping=pool_pre_ping,
+    )
+
+
+def create_session_factory(engine: AsyncEngine) -> AsyncSessionFactory:
+    """Create the shared async session factory used by FastAPI dependencies."""
+    return async_sessionmaker(
+        bind=engine,
+        class_=AsyncSession,
+        expire_on_commit=False,
+        autoflush=False,
+    )
+
+
+@asynccontextmanager
+async def session_scope(
+    factory: AsyncSessionFactory,
+) -> AsyncIterator[AsyncSession]:
+    """Commit a unit of work or roll it back when an exception is raised."""
+    async with factory() as session:
+        try:
+            yield session
+            await session.commit()
+        except Exception:
+            await session.rollback()
+            raise

common/src/common/eventing.py

@@ -0,0 +1,71 @@
+from __future__ import annotations
+
+from datetime import UTC, datetime
+from typing import Any
+
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from common.db.models import OutboxEvents
+from common.ids import new_ulid
+
+
+SUPPORTED_EVENT_TYPES = {
+    "schedule.run.requested",
+    "job.node.execute",
+    "job.node.finished",
+}
+
+
+def utcnow() -> datetime:
+    return datetime.now(UTC).replace(tzinfo=None)
+
+
+def event_time(value: datetime | None = None) -> str:
+    item = value or utcnow()
+    if item.tzinfo is None:
+        item = item.replace(tzinfo=UTC)
+    return item.astimezone(UTC).isoformat().replace("+00:00", "Z")
+
+
+async def add_outbox_event(
+    session: AsyncSession,
+    *,
+    event_type: str,
+    producer: str,
+    trace_id: str,
+    aggregate_type: str,
+    aggregate_id: str,
+    idempotency_key: str,
+    payload: dict[str, Any],
+    available_at: datetime | None = None,
+) -> OutboxEvents:
+    if event_type not in SUPPORTED_EVENT_TYPES:
+        raise ValueError(f"unsupported event type: {event_type}")
+    event_id = new_ulid()
+    envelope = {
+        "event_id": event_id,
+        "event_type": event_type,
+        "schema_version": 1,
+        "occurred_at": event_time(),
+        "producer": producer,
+        "trace_id": trace_id,
+        "aggregate_type": aggregate_type,
+        "aggregate_id": aggregate_id,
+        "idempotency_key": idempotency_key,
+        "payload": payload,
+    }
+    item = OutboxEvents(
+        event_id=event_id,
+        aggregate_type=aggregate_type,
+        aggregate_id=aggregate_id,
+        event_type=event_type,
+        schema_version=1,
+        payload_json=envelope,
+        event_status="pending",
+        available_at=available_at or utcnow(),
+        retry_count=0,
+        trace_id=trace_id,
+        idempotency_key=idempotency_key,
+    )
+    session.add(item)
+    return item

common/src/common/ids.py

@@ -0,0 +1,17 @@
+from __future__ import annotations
+
+import secrets
+import time
+
+_CROCKFORD32 = "0123456789ABCDEFGHJKMNPQRSTVWXYZ"
+
+
+def new_ulid() -> str:
+    """Return a lexicographically sortable 26-character ULID."""
+    timestamp_ms = int(time.time_ns() // 1_000_000)
+    value = (timestamp_ms << 80) | secrets.randbits(80)
+    encoded = ["0"] * 26
+    for index in range(25, -1, -1):
+        encoded[index] = _CROCKFORD32[value & 31]
+        value >>= 5
+    return "".join(encoded)

common/src/common/migrations/README

@@ -0,0 +1 @@
+Generic single-database configuration.

common/src/common/migrations/env.py

@@ -0,0 +1,78 @@
+from logging.config import fileConfig
+
+from sqlalchemy import engine_from_config
+from sqlalchemy import pool
+
+from alembic import context
+from common.db.base import Base
+# this is the Alembic Config object, which provides
+# access to the values within the .ini file in use.
+config = context.config
+
+# Interpret the config file for Python logging.
+# This line sets up loggers basically.
+if config.config_file_name is not None:
+    fileConfig(config.config_file_name)
+
+# add your model's MetaData object here
+# for 'autogenerate' support
+# from myapp import mymodel
+# target_metadata = mymodel.Base.metadata
+target_metadata = Base.metadata
+
+# other values from the config, defined by the needs of env.py,
+# can be acquired:
+# my_important_option = config.get_main_option("my_important_option")
+# ... etc.
+
+
+def run_migrations_offline() -> None:
+    """Run migrations in 'offline' mode.
+
+    This configures the context with just a URL
+    and not an Engine, though an Engine is acceptable
+    here as well.  By skipping the Engine creation
+    we don't even need a DBAPI to be available.
+
+    Calls to context.execute() here emit the given string to the
+    script output.
+
+    """
+    url = config.get_main_option("sqlalchemy.url")
+    context.configure(
+        url=url,
+        target_metadata=target_metadata,
+        literal_binds=True,
+        dialect_opts={"paramstyle": "named"},
+    )
+
+    with context.begin_transaction():
+        context.run_migrations()
+
+
+def run_migrations_online() -> None:
+    """Run migrations in 'online' mode.
+
+    In this scenario we need to create an Engine
+    and associate a connection with the context.
+
+    """
+    connectable = engine_from_config(
+        config.get_section(config.config_ini_section, {}),
+        prefix="sqlalchemy.",
+        poolclass=pool.NullPool,
+    )
+
+    with connectable.connect() as connection:
+        context.configure(
+            connection=connection, target_metadata=target_metadata
+        )
+
+        with context.begin_transaction():
+            context.run_migrations()
+
+
+if context.is_offline_mode():
+    run_migrations_offline()
+else:
+    run_migrations_online()

common/src/common/migrations/script.py.mako

@@ -0,0 +1,28 @@
+"""${message}
+
+Revision ID: ${up_revision}
+Revises: ${down_revision | comma,n}
+Create Date: ${create_date}
+
+"""
+from typing import Sequence, Union
+
+from alembic import op
+import sqlalchemy as sa
+${imports if imports else ""}
+
+# revision identifiers, used by Alembic.
+revision: str = ${repr(up_revision)}
+down_revision: Union[str, Sequence[str], None] = ${repr(down_revision)}
+branch_labels: Union[str, Sequence[str], None] = ${repr(branch_labels)}
+depends_on: Union[str, Sequence[str], None] = ${repr(depends_on)}
+
+
+def upgrade() -> None:
+    """Upgrade schema."""
+    ${upgrades if upgrades else "pass"}
+
+
+def downgrade() -> None:
+    """Downgrade schema."""
+    ${downgrades if downgrades else "pass"}

common/src/common/service_app.py

@@ -0,0 +1,79 @@
+from __future__ import annotations
+
+import asyncio
+import os
+from datetime import UTC, datetime
+from typing import Any, Callable
+
+from fastapi import FastAPI, Response, status
+
+
+def _target_list() -> list[str]:
+    value = os.getenv("READINESS_TARGETS", "")
+    return [item.strip() for item in value.split(",") if item.strip()]
+
+
+async def _check_tcp_target(target: str) -> dict[str, Any]:
+    host, port_text = target.rsplit(":", 1)
+    try:
+        reader, writer = await asyncio.wait_for(
+            asyncio.open_connection(host, int(port_text)),
+            timeout=1.5,
+        )
+        writer.close()
+        await writer.wait_closed()
+        return {"target": target, "status": "ok"}
+    except (OSError, TimeoutError, ValueError) as exc:
+        return {
+            "target": target,
+            "status": "error",
+            "detail": type(exc).__name__,
+        }
+
+
+def create_service_app(
+    service_name: str,
+    *,
+    lifespan: Callable[..., Any] | None = None,
+) -> FastAPI:
+    app = FastAPI(
+        title=f"{service_name} service",
+        version="0.1.0",
+        docs_url="/docs",
+        redoc_url=None,
+        lifespan=lifespan,
+    )
+
+    def base_payload(state: str) -> dict[str, str]:
+        return {
+            "status": state,
+            "service": service_name,
+            "timestamp": datetime.now(UTC).isoformat(),
+        }
+
+    @app.get("/")
+    async def root() -> dict[str, str]:
+        return base_payload("running")
+
+    @app.get("/health/live")
+    async def live() -> dict[str, str]:
+        return base_payload("ok")
+
+    @app.get("/api/v1/health")
+    async def public_health() -> dict[str, str]:
+        return base_payload("ok")
+
+    @app.get("/health/ready")
+    async def ready(response: Response) -> dict[str, Any]:
+        checks = await asyncio.gather(
+            *(_check_tcp_target(target) for target in _target_list())
+        )
+        ready_state = all(check["status"] == "ok" for check in checks)
+        if not ready_state:
+            response.status_code = status.HTTP_503_SERVICE_UNAVAILABLE
+        return {
+            **base_payload("ready" if ready_state else "not_ready"),
+            "checks": checks,
+        }
+
+    return app

common/src/common/storage/__init__.py

@@ -0,0 +1,3 @@
+from common.storage.rustfs import RustFSObjectStore
+
+__all__ = ["RustFSObjectStore"]

common/src/common/storage/rustfs.py

@@ -0,0 +1,126 @@
+from __future__ import annotations
+
+import hashlib
+from typing import Any, BinaryIO
+
+import boto3
+from botocore.client import Config
+from botocore.exceptions import ClientError
+
+
+class RustFSObjectStore:
+    def __init__(
+        self,
+        *,
+        internal_endpoint: str,
+        public_endpoint: str,
+        access_key: str,
+        secret_key: str,
+    ) -> None:
+        common = {
+            "aws_access_key_id": access_key,
+            "aws_secret_access_key": secret_key,
+            "region_name": "us-east-1",
+            "config": Config(
+                signature_version="s3v4",
+                s3={"addressing_style": "path"},
+            ),
+        }
+        self.internal = boto3.client(
+            "s3",
+            endpoint_url=internal_endpoint.rstrip("/"),
+            **common,
+        )
+        self.public = boto3.client(
+            "s3",
+            endpoint_url=public_endpoint.rstrip("/"),
+            **common,
+        )
+
+    def ensure_bucket(self, bucket_name: str) -> None:
+        try:
+            self.internal.head_bucket(Bucket=bucket_name)
+        except ClientError as exc:
+            code = str(exc.response.get("Error", {}).get("Code", ""))
+            if code not in {"404", "NoSuchBucket", "NotFound"}:
+                raise
+            self.internal.create_bucket(Bucket=bucket_name)
+
+    def presign_put(
+        self,
+        *,
+        bucket_name: str,
+        object_key: str,
+        content_type: str,
+        expected_hash: str | None,
+        expires_seconds: int,
+        public: bool,
+    ) -> tuple[str, dict[str, str]]:
+        params: dict[str, Any] = {
+            "Bucket": bucket_name,
+            "Key": object_key,
+            "ContentType": content_type,
+        }
+        headers = {"Content-Type": content_type}
+        if expected_hash:
+            params["Metadata"] = {"sha256": expected_hash}
+            headers["x-amz-meta-sha256"] = expected_hash
+        client = self.public if public else self.internal
+        url = client.generate_presigned_url(
+            "put_object",
+            Params=params,
+            ExpiresIn=expires_seconds,
+        )
+        return url, headers
+
+    def presign_get(
+        self,
+        *,
+        bucket_name: str,
+        object_key: str,
+        file_name: str,
+        expires_seconds: int,
+    ) -> str:
+        return self.public.generate_presigned_url(
+            "get_object",
+            Params={
+                "Bucket": bucket_name,
+                "Key": object_key,
+                "ResponseContentDisposition": (
+                    f'attachment; filename="{file_name.encode("ascii", "ignore").decode() or "download"}"'
+                ),
+            },
+            ExpiresIn=expires_seconds,
+        )
+
+    def put_bytes(
+        self,
+        *,
+        bucket_name: str,
+        object_key: str,
+        content: bytes,
+        content_type: str,
+        content_hash: str,
+    ) -> None:
+        self.internal.put_object(
+            Bucket=bucket_name,
+            Key=object_key,
+            Body=content,
+            ContentType=content_type,
+            Metadata={"sha256": content_hash},
+        )
+
+    def head(self, *, bucket_name: str, object_key: str) -> dict[str, Any]:
+        return self.internal.head_object(Bucket=bucket_name, Key=object_key)
+
+    def sha256(self, *, bucket_name: str, object_key: str) -> str:
+        response = self.internal.get_object(Bucket=bucket_name, Key=object_key)
+        body: BinaryIO = response["Body"]
+        digest = hashlib.sha256()
+        while chunk := body.read(1024 * 1024):
+            digest.update(chunk)
+        body.close()
+        return digest.hexdigest()
+
+    def delete(self, *, bucket_name: str, object_key: str) -> None:
+        self.internal.delete_object(Bucket=bucket_name, Key=object_key)

common/src/common/utils.py

@@ -0,0 +1,7 @@
+# coding=utf-8
+"""
+@Time   :2026/7/27
+@Author :tao.chen 
+"""
+def hello_world():
+    return 'Hello World!'