# -*- coding: utf-8 -*- """ V2 企业版能力 - 用户体系 + RBAC(admin / member / auditor) - SSO:OIDC 授权码模式 + LDAP 绑定(可选依赖),本地口令兜底 - 审计日志:全 API 关键操作留痕(actor/action/target/ip) - 合规:数据导出(全量 JSON / 审计 CSV)、保留期清理、PII 掩码 """ import csv import io import json import time import uuid import db # --------------------------------------------------------------------------- # 审计 # --------------------------------------------------------------------------- PII_PATTERNS = [ (r'[A-Za-z0-9._%+-]+@[A-Za-z0-9.-]+\.[A-Za-z]{2,}', ''), (r'\b1[3-9]\d{9}\b', ''), (r'\b\d{17}[\dXx]\b', ''), ] def mask_pii(text): """合规:敏感信息掩码""" if not text: return text import re for pat, rep in PII_PATTERNS: text = re.sub(pat, rep, text) return text def audit(actor, action, target='', detail='', ip='', user_agent=''): """写审计日志(失败不影响主流程)""" try: if db.get_setting('compliance_mask_pii', '0') == '1': detail = mask_pii(detail) db.w( 'INSERT INTO audit_logs (actor, action, target, detail, ip, user_agent, created_at) ' 'VALUES (?,?,?,?,?,?,?)', (str(actor)[:100], str(action)[:100], str(target)[:200], str(detail)[:2000], str(ip)[:64], str(user_agent)[:200], db.now())) except Exception: pass def current_actor(): """从请求上下文推断操作者(由 app 注入 request-local 变量)""" import flask try: req = flask.request actor = getattr(flask.g, 'auth_actor', None) if actor: return actor hdr = req.headers.get('Authorization', '') if hdr.startswith('Bearer '): r = db.q('SELECT name FROM api_tokens WHERE token=?', (hdr[7:].strip(),), one=True) return f'token:{r["name"]}' if r else 'token:?' username = flask.session.get('username') if username: return username return 'anonymous' except Exception: return 'anonymous' def audit_auto(action, target='', detail='', save_body_keys=None): """装饰器版自动审计:包装 flask 路由""" import flask import functools def deco(fn): @functools.wraps(fn) def wrapper(*args, **kwargs): resp = fn(*args, **kwargs) try: detail_text = '' if save_body_keys and flask.request.method in ('POST', 'PUT'): try: body = flask.request.get_json(silent=True) or {} detail_text = ' '.join(f'{k}={body.get(k)}' for k in save_body_keys if k in body) except Exception: pass audit(current_actor(), action, target or (flask.request.path or ''), detail_text, flask.request.remote_addr or '', flask.request.headers.get('User-Agent', '')) except Exception: pass return resp return wrapper return deco # --------------------------------------------------------------------------- # 用户 / RBAC # --------------------------------------------------------------------------- def get_user(username): return db.q('SELECT * FROM users WHERE username=?', (username,), one=True) def role_of(username): u = get_user(username) return u['role'] if u else 'anonymous' def is_admin(username): return role_of(username) == 'admin' def create_local_user(username, password, display_name='', role='member', email=''): if get_user(username): return None, '用户已存在' if not email: return None, '必填:用户邮箱(用于项目送达/通知)' uid = db.w( 'INSERT INTO users (username, password_hash, display_name, email, role, source, status, created_at) ' 'VALUES (?,?,?,?,?,?,?,?)', (username, db.hash_password(password), display_name or username, email, role, 'local', 'active', db.now())) return uid, None def verify_local(username, password): u = get_user(username) if not u or u['source'] != 'local' or u['status'] != 'active': return None if db.verify_password(password, u['password_hash']): db.w('UPDATE users SET last_login_at=? WHERE id=?', (db.now(), u['id'])) return u return None # --------------------------------------------------------------------------- # SSO:OIDC(授权码)+ LDAP(可选) # --------------------------------------------------------------------------- def sso_config(): cfg = {} for k in ('oidc_enabled', 'oidc_name', 'oidc_discovery_url', 'oidc_client_id', 'oidc_client_secret', 'oidc_redirect_uri', 'oidc_scope', 'oidc_admin_group', 'ldap_enabled', 'ldap_url', 'ldap_base_dn', 'ldap_bind_dn', 'ldap_bind_password', 'ldap_user_filter', 'sso_auto_provision'): cfg[k] = db.get_setting(k, '') return cfg def save_sso_config(data): keys = list(data.keys()) for k in keys: if k in ('oidc_client_secret', 'ldap_bind_password') and not data[k]: continue # 留空不覆盖已保存的密钥 db.set_setting(k, str(data[k])) def oidc_discovery(): """读取 OIDC discovery 文档,返回端点字典""" import requests url = sso_config().get('oidc_discovery_url', '').strip().rstrip('/') if not url: raise ValueError('未配置 OIDC discovery URL') r = requests.get(url, timeout=15) if r.status_code != 200: raise ValueError(f'Discovery 请求失败({r.status_code})') return r.json() def oidc_authorize_url(state): """生成授权跳转 URL""" import urllib.parse cfg = sso_config() disc = oidc_discovery() params = { 'response_type': 'code', 'client_id': cfg['oidc_client_id'], 'redirect_uri': cfg['oidc_redirect_uri'], 'scope': cfg.get('oidc_scope') or 'openid profile email', 'state': state, } return disc.get('authorization_endpoint') + '?' + urllib.parse.urlencode(params) def oidc_exchange(code): """用授权码换 token + 用户信息""" import requests cfg = sso_config() disc = oidc_discovery() tok = requests.post(disc.get('token_endpoint'), data={ 'grant_type': 'authorization_code', 'code': code, 'redirect_uri': cfg['oidc_redirect_uri'], 'client_id': cfg['oidc_client_id'], 'client_secret': cfg['oidc_client_secret'], }, timeout=15) if tok.status_code != 200: raise ValueError(f'Token 交换失败({tok.status_code}): {tok.text[:200]}') token_data = tok.json() id_token = token_data.get('id_token', '') userinfo = {} # 优先 userinfo 端点 if token_data.get('access_token'): ui = requests.get(disc.get('userinfo_endpoint'), headers={ 'Authorization': f"Bearer {token_data['access_token']}"}, timeout=15) if ui.status_code == 200: userinfo = ui.json() # 解析 id_token payload 兜底 if not userinfo and id_token: import base64 try: payload = id_token.split('.')[1] payload += '=' * (-len(payload) % 4) userinfo = json.loads(base64.urlsafe_b64decode(payload)) except Exception: pass return userinfo def sso_login(userinfo): """SSO 登录回调:查找或自动开通用户""" cfg = sso_config() username = userinfo.get('preferred_username') or userinfo.get('email') or userinfo.get('sub') or '' email = userinfo.get('email', '') display = userinfo.get('name') or userinfo.get('display_name') or username groups = userinfo.get('groups') or userinfo.get('roles') or [] if not username: return None, '无法从 SSO 响应中解析用户名' u = get_user(username) if not u: if cfg.get('sso_auto_provision') != '1': return None, '用户未开通(自动开通未启用),请联系管理员' role = 'admin' if cfg.get('oidc_admin_group') and cfg['oidc_admin_group'] in groups else 'member' db.w( 'INSERT INTO users (username, password_hash, display_name, email, role, source, status, created_at) ' 'VALUES (?,?,?,?,?,?,?,?)', (username, '', display, email or f'{username}@sso.local', role, 'oidc', 'active', db.now())) u = get_user(username) elif u['status'] != 'active': return None, '账号已停用' elif u['source'] != 'oidc': return None, f'用户名 {username} 已被本地账号占用' # SSO 邮箱变更时同步(送达通知用最新邮箱) if email and u.get('email') != email: db.w('UPDATE users SET email=? WHERE id=?', (email, u['id'])) db.w('UPDATE users SET last_login_at=? WHERE id=?', (db.now(), u['id'])) return u, None def ldap_authenticate(username, password): """LDAP 绑定认证(依赖 ldap3,未安装时返回 None)""" try: from ldap3 import Server, Connection, ALL except ImportError: return None, '未安装 ldap3,无法使用 LDAP SSO' cfg = sso_config() try: server = Server(cfg['ldap_url'], get_info=ALL) conn = Connection(server, user=cfg['ldap_bind_dn'], password=cfg['ldap_bind_password'], auto_bind=True) user_filter = cfg.get('ldap_user_filter') or '(uid={username})' conn.search(cfg['ldap_base_dn'], user_filter.format(username=username), attributes=['cn', 'mail', 'displayName']) if not conn.entries: return None, 'LDAP 中未找到该用户' entry = conn.entries[0] user_dn = entry.entry_dn conn.unbind() conn2 = Connection(server, user=user_dn, password=password, auto_bind=True) conn2.unbind() return {'username': username, 'display': str(entry.displayName.value) if hasattr(entry, 'displayName') else username, 'email': str(entry.mail.value) if hasattr(entry, 'mail') else ''}, None except Exception as e: return None, f'LDAP 认证失败: {e}' def ldap_login(username, password): info, err = ldap_authenticate(username, password) if err: return None, err u = get_user(username) if not u: if sso_config().get('sso_auto_provision') != '1': return None, '用户未开通,请联系管理员' db.w( 'INSERT INTO users (username, password_hash, display_name, email, role, source, status, created_at) ' 'VALUES (?,?,?,?,?,?,?,?)', (username, '', info.get('display') or username, info.get('email') or f'{username}@ldap.local', 'member', 'ldap', 'active', db.now())) u = get_user(username) elif u['status'] != 'active': return None, '账号已停用' if info.get('email') and u.get('email') != info['email']: db.w('UPDATE users SET email=? WHERE id=?', (info['email'], u['id'])) db.w('UPDATE users SET last_login_at=? WHERE id=?', (db.now(), u['id'])) return u, None # --------------------------------------------------------------------------- # 合规:导出 / 保留期 # --------------------------------------------------------------------------- def export_all(): """全量数据导出(JSON)""" tables = ['projects', 'workers', 'tasks', 'task_logs', 'cost_records', 'documents', 'agent_runs', 'agent_steps', 'eval_datasets', 'eval_cases', 'eval_runs', 'eval_results', 'templates', 'users', 'audit_logs', 'project_deliverables', 'user_projects', 'user_workers'] out = {'exported_at': time.strftime('%Y-%m-%d %H:%M:%S'), 'platform': 'ai-worker-platform', 'version': 'v3.2.0'} for t in tables: try: out[t] = db.q(f'SELECT * FROM {t}') except Exception: out[t] = [] return out def export_audit_csv(): """审计日志导出 CSV""" rows = db.q('SELECT * FROM audit_logs ORDER BY id DESC LIMIT 10000') buf = io.StringIO() w = csv.writer(buf) w.writerow(['ID', '时间', '操作者', '动作', '目标', '详情', 'IP', 'UA']) for r in rows: w.writerow([r['id'], time.strftime('%Y-%m-%d %H:%M:%S', time.localtime(r['created_at'])), r['actor'], r['action'], r['target'], r['detail'], r['ip'], r['user_agent']]) return buf.getvalue() def apply_retention(): """合规:按保留期清理审计日志 / 协作运行 / 评估结果(每天可跑一次)""" days = int(db.get_setting('compliance_retention_days', '0') or 0) if days <= 0: return {'cleaned': 0, 'note': '未配置保留期(0=永久保留)'} cutoff = db.now() - days * 86400 cleaned = 0 for table in ('audit_logs', 'agent_steps', 'agent_runs', 'eval_results', 'eval_runs'): try: cur = db.w(f'DELETE FROM {table} WHERE created_at= PERM_LEVEL.get(need, 99) def user_project_perm(user_id, project_id): """用户在项目上的权限:None / view / manage / admin""" r = db.q('SELECT perm FROM user_projects WHERE user_id=? AND project_id=?', (user_id, project_id), one=True) return r['perm'] if r else None def user_worker_perm(user_id, worker_id): """用户在 Worker 上的权限:None / view / use / manage(直接授权 ∪ 权限组授权,取高)""" r = db.q('SELECT perm FROM user_workers WHERE user_id=? AND worker_id=?', (user_id, worker_id), one=True) direct = r['perm'] if r else None grouped = grouped_worker_perm(user_id, worker_id) if direct is None: return grouped if grouped is None: return direct return direct if PERM_LEVEL.get(direct, 0) >= PERM_LEVEL.get(grouped, 0) else grouped def visible_project_ids(user_id): """用户可见的项目 id 列表(admin/auditor 返回 None 表示全部)""" u = db.q('SELECT role FROM users WHERE id=?', (user_id,), one=True) if u and u['role'] in ('admin', 'auditor'): return None rows = db.q('SELECT project_id FROM user_projects WHERE user_id=?', (user_id,)) return [r['project_id'] for r in rows] def visible_worker_ids(user_id): """用户可见的 Worker id 列表 = 直接授权 ∪ 权限组授权(admin/auditor 返回 None 表示全部)""" u = db.q('SELECT role FROM users WHERE id=?', (user_id,), one=True) if u and u['role'] in ('admin', 'auditor'): return None rows = db.q('SELECT worker_id FROM user_workers WHERE user_id=?', (user_id,)) ids = {r['worker_id'] for r in rows} ids |= set(grouped_worker_ids(user_id)) return sorted(ids) def set_user_grants(user_id, projects=None, workers=None, roles=None, worker_groups=None): """批量覆盖用户授权。projects=[{project_id, perm}], workers=[{worker_id, perm}], roles=[role_id], worker_groups=[group_id]。perm 传空/None 表示收回该授权。""" out = {'projects': 0, 'workers': 0, 'roles': 0, 'worker_groups': 0} if projects is not None: db.w('DELETE FROM user_projects WHERE user_id=?', (user_id,)) for g in projects: perm = (g.get('perm') or '').strip() if perm not in PROJECT_PERMS: continue pid = int(g.get('project_id') or 0) if not db.q('SELECT id FROM projects WHERE id=?', (pid,), one=True): continue db.w('INSERT INTO user_projects (user_id, project_id, perm, created_at) VALUES (?,?,?,?)', (user_id, pid, perm, db.now())) out['projects'] += 1 if workers is not None: db.w('DELETE FROM user_workers WHERE user_id=?', (user_id,)) for g in workers: perm = (g.get('perm') or '').strip() if perm not in WORKER_PERMS: continue wid = int(g.get('worker_id') or 0) if not db.q('SELECT id FROM workers WHERE id=?', (wid,), one=True): continue db.w('INSERT INTO user_workers (user_id, worker_id, perm, created_at) VALUES (?,?,?,?)', (user_id, wid, perm, db.now())) out['workers'] += 1 if roles is not None: set_user_roles(user_id, roles) out['roles'] = len(roles or []) if worker_groups is not None: db.w('DELETE FROM user_worker_groups WHERE user_id=?', (user_id,)) for gid in (worker_groups or []): if db.q('SELECT id FROM worker_perm_groups WHERE id=?', (int(gid),), one=True): db.w('INSERT INTO user_worker_groups (user_id, group_id, created_at) VALUES (?,?,?)', (user_id, int(gid), db.now())) out['worker_groups'] += 1 return out def user_grants(user_id): """用户现有授权 + 全部可选项目/Worker/角色/权限组,供管理界面展示""" projects = db.q('SELECT p.id, p.name, p.status FROM projects p ORDER BY p.id DESC') workers = db.q('SELECT id, name, provider, model, status FROM workers ORDER BY id DESC') for p in projects: p['perm'] = user_project_perm(user_id, p['id']) for w in workers: w['perm'] = user_worker_perm(user_id, w['id']) roles = db.q('SELECT * FROM roles ORDER BY is_builtin DESC, id') for r in roles: r['perms'] = sorted(role_perms(r)) r['bound'] = r['id'] in user_role_ids(user_id) groups = db.q('SELECT * FROM worker_perm_groups ORDER BY id') bound_gids = {g['group_id'] for g in db.q('SELECT group_id FROM user_worker_groups WHERE user_id=?', (user_id,))} for g in groups: g['member_count'] = db.q('SELECT COUNT(*) c FROM worker_perm_group_members WHERE group_id=?', (g['id'],))[0]['c'] g['bound'] = g['id'] in bound_gids return {'projects': projects, 'workers': workers, 'roles': roles, 'worker_groups': groups} # --------------------------------------------------------------------------- # V3.1 自定义角色(权限功能点) # --------------------------------------------------------------------------- PERM_POINTS = [ {'id': 'dashboard.view', 'name': '仪表盘', 'group': '总览'}, {'id': 'project.view', 'name': '项目查看', 'group': '项目'}, {'id': 'project.create', 'name': '创建项目', 'group': '项目'}, {'id': 'project.deliver', 'name': '交付操作(上传/部署/打包/发送/完成)', 'group': '项目'}, {'id': 'worker.view', 'name': 'Worker 查看', 'group': 'Worker'}, {'id': 'worker.create', 'name': 'Worker 创建', 'group': 'Worker'}, {'id': 'worker.manage', 'name': 'Worker 编辑/删除', 'group': 'Worker'}, {'id': 'agent.view', 'name': '多Agent协作-查看', 'group': '协作评估'}, {'id': 'agent.run', 'name': '多Agent协作-运行', 'group': '协作评估'}, {'id': 'eval.view', 'name': '自动评估-查看', 'group': '协作评估'}, {'id': 'eval.run', 'name': '自动评估-运行', 'group': '协作评估'}, {'id': 'template.view', 'name': '模板市场-查看/应用', 'group': '模板'}, {'id': 'template.manage', 'name': '模板市场-管理', 'group': '模板'}, {'id': 'report.view', 'name': '成本报表', 'group': '报表日志'}, {'id': 'log.view', 'name': '运行日志', 'group': '报表日志'}, {'id': 'alert.view', 'name': '告警中心', 'group': '报表日志'}, {'id': 'api.manage', 'name': '开放API Token 管理', 'group': '平台管理'}, {'id': 'setting.manage', 'name': '通知设置', 'group': '平台管理'}, {'id': 'enterprise.manage', 'name': '企业版管理(用户/角色/授权/SSO/审计/合规)', 'group': '平台管理'}, ] ALL_POINTS = {p['id'] for p in PERM_POINTS} def role_perms(role): """角色权限点集合(admin 的 ['*'] 展开为全部)""" try: perms = json.loads(role.get('perms') or '[]') except Exception: perms = [] if '*' in perms: return set(ALL_POINTS) return set(perms) & ALL_POINTS def user_role_ids(user_id): return [r['role_id'] for r in db.q('SELECT role_id FROM user_roles WHERE user_id=?', (user_id,))] def user_perms(user_id): """用户有效权限点集合 = 内置角色基础(roles 表,可编辑)∪ 自定义角色并集;admin 返回全部""" u = db.q('SELECT username, role FROM users WHERE id=?', (user_id,), one=True) if not u: return set() # 内置角色基础:从 roles 表读取(管理员可编辑内置角色权限点) base_role = db.q('SELECT * FROM roles WHERE name=?', (u['role'],), one=True) s = role_perms(base_role) if base_role else set() for rid in user_role_ids(user_id): r = db.q('SELECT * FROM roles WHERE id=?', (rid,), one=True) if r: s |= role_perms(r) return s def has_perm(user_id, point): return point in user_perms(user_id) def list_roles(): rows = db.q('SELECT * FROM roles ORDER BY is_builtin DESC, id') for r in rows: r['perms'] = sorted(role_perms(r)) r['user_count'] = db.q('SELECT COUNT(*) c FROM user_roles WHERE role_id=?', (r['id'],))[0]['c'] return rows def create_role(name, description='', perms=None): name = (name or '').strip() if not name: return None, '角色名不能为空' if db.q('SELECT id FROM roles WHERE name=?', (name,), one=True): return None, '角色已存在' rid = db.w('INSERT INTO roles (name, description, perms, is_builtin, created_at, updated_at) ' 'VALUES (?,?,?,0,?,?)', (name, description, json.dumps(sorted(set(perms or []) & ALL_POINTS)), db.now(), db.now())) return rid, None def update_role(role_id, data): role = db.q('SELECT * FROM roles WHERE id=?', (role_id,), one=True) if not role: return None, '角色不存在' if 'name' in data and (data['name'] or '').strip(): nm = data['name'].strip() dup = db.q('SELECT id FROM roles WHERE name=? AND id!=?', (nm, role_id), one=True) if dup: return None, '角色名已存在' db.w('UPDATE roles SET name=? WHERE id=?', (nm, role_id)) if 'description' in data: db.w('UPDATE roles SET description=? WHERE id=?', (data['description'], role_id)) if 'perms' in data: db.w('UPDATE roles SET perms=? WHERE id=?', (json.dumps(sorted(set(data['perms'] or []) & ALL_POINTS)), role_id)) db.w('UPDATE roles SET updated_at=? WHERE id=?', (db.now(), role_id)) return role_id, None def delete_role(role_id): role = db.q('SELECT * FROM roles WHERE id=?', (role_id,), one=True) if not role: return None, '角色不存在' if role['is_builtin']: return None, '内置角色不可删除(可编辑权限点)' db.w('DELETE FROM user_roles WHERE role_id=?', (role_id,)) db.w('DELETE FROM roles WHERE id=?', (role_id,)) return role_id, None def set_user_roles(user_id, role_ids): """覆盖设置用户绑定的自定义角色""" db.w('DELETE FROM user_roles WHERE user_id=?', (user_id,)) for rid in (role_ids or []): if db.q('SELECT id FROM roles WHERE id=?', (rid,), one=True): db.w('INSERT INTO user_roles (user_id, role_id, created_at) VALUES (?,?,?)', (user_id, rid, db.now())) # --------------------------------------------------------------------------- # V3.1 Worker 权限组(批量授权) # --------------------------------------------------------------------------- def list_worker_groups(): rows = db.q('SELECT * FROM worker_perm_groups ORDER BY id') for g in rows: g['members'] = db.q('SELECT w.id AS worker_id, w.name AS worker_name, m.perm ' 'FROM worker_perm_group_members m JOIN workers w ON w.id=m.worker_id ' 'WHERE m.group_id=? ORDER BY m.id', (g['id'],)) g['users'] = db.q('SELECT u.id AS user_id, u.username, u.display_name ' 'FROM user_worker_groups ug JOIN users u ON u.id=ug.user_id ' 'WHERE ug.group_id=? ORDER BY u.id', (g['id'],)) return rows def save_worker_group(group_id, data): """新建/更新 Worker 权限组:members=[{worker_id, perm}],users=[user_id]""" name = (data.get('name') or '').strip() if not name: return None, '组名不能为空' if group_id: g = db.q('SELECT * FROM worker_perm_groups WHERE id=?', (group_id,), one=True) if not g: return None, '权限组不存在' db.w('UPDATE worker_perm_groups SET name=?, description=?, updated_at=? WHERE id=?', (name, data.get('description', ''), db.now(), group_id)) else: group_id = db.w('INSERT INTO worker_perm_groups (name, description, created_at, updated_at) ' 'VALUES (?,?,?,?)', (name, data.get('description', ''), db.now(), db.now())) # 成员 db.w('DELETE FROM worker_perm_group_members WHERE group_id=?', (group_id,)) for m in (data.get('members') or []): wid = int(m.get('worker_id') or 0) perm = (m.get('perm') or 'view').strip() if perm not in WORKER_PERMS: perm = 'view' if db.q('SELECT id FROM workers WHERE id=?', (wid,), one=True): db.w('INSERT INTO worker_perm_group_members (group_id, worker_id, perm, created_at) ' 'VALUES (?,?,?,?)', (group_id, wid, perm, db.now())) # 授权用户 db.w('DELETE FROM user_worker_groups WHERE group_id=?', (group_id,)) for uid in (data.get('users') or []): if db.q('SELECT id FROM users WHERE id=?', (int(uid),), one=True): db.w('INSERT INTO user_worker_groups (user_id, group_id, created_at) VALUES (?,?,?)', (int(uid), group_id, db.now())) return group_id, None def delete_worker_group(group_id): db.w('DELETE FROM worker_perm_group_members WHERE group_id=?', (group_id,)) db.w('DELETE FROM user_worker_groups WHERE group_id=?', (group_id,)) db.w('DELETE FROM worker_perm_groups WHERE id=?', (group_id,)) return group_id, None def grouped_worker_perm(user_id, worker_id): """用户通过权限组获得的 Worker 权限(取最高)""" rows = db.q( 'SELECT m.perm FROM worker_perm_group_members m ' 'JOIN user_worker_groups ug ON ug.group_id=m.group_id ' 'WHERE ug.user_id=? AND m.worker_id=?', (user_id, worker_id)) best = None for r in rows: if best is None or PERM_LEVEL.get(r['perm'], 0) > PERM_LEVEL.get(best, 0): best = r['perm'] return best def grouped_worker_ids(user_id): """用户通过权限组获得的 worker_id 列表(含组内权限)""" rows = db.q( 'SELECT DISTINCT m.worker_id FROM worker_perm_group_members m ' 'JOIN user_worker_groups ug ON ug.group_id=m.group_id ' 'WHERE ug.user_id=?', (user_id,)) return [r['worker_id'] for r in rows]