345 lines
16 KiB
Python
345 lines
16 KiB
Python
"""
|
||
统计分析API
|
||
"""
|
||
from fastapi import APIRouter, Query, Header, Depends
|
||
import sys
|
||
from pathlib import Path
|
||
from datetime import datetime, timedelta
|
||
import logging
|
||
|
||
project_root = Path(__file__).parent.parent.parent.parent
|
||
sys.path.insert(0, str(project_root))
|
||
sys.path.insert(0, str(project_root / 'backend'))
|
||
|
||
from database.models import AccountSnapshot, Trade, MarketScan, TradingSignal, Account
|
||
from fastapi import HTTPException
|
||
from api.auth_deps import get_account_id, get_admin_user
|
||
from typing import Dict, Any
|
||
|
||
logger = logging.getLogger(__name__)
|
||
router = APIRouter()
|
||
|
||
|
||
@router.get("/admin/dashboard")
|
||
async def get_admin_dashboard_stats(user: Dict[str, Any] = Depends(get_admin_user)):
|
||
"""获取管理员仪表板数据（所有用户统计）"""
|
||
try:
|
||
accounts = Account.list_all()
|
||
stats = []
|
||
|
||
total_assets = 0
|
||
total_pnl = 0
|
||
active_accounts = 0
|
||
|
||
for acc in accounts:
|
||
aid = acc['id']
|
||
# 获取最新快照
|
||
snapshots = AccountSnapshot.get_recent(1, account_id=aid)
|
||
acc_stat = {
|
||
"id": aid,
|
||
"name": acc['name'],
|
||
"status": acc['status'],
|
||
"total_balance": 0,
|
||
"total_pnl": 0,
|
||
"open_positions": 0
|
||
}
|
||
|
||
if snapshots:
|
||
snap = snapshots[0]
|
||
acc_stat["total_balance"] = snap.get('total_balance', 0)
|
||
acc_stat["total_pnl"] = snap.get('total_pnl', 0)
|
||
acc_stat["open_positions"] = snap.get('open_positions', 0)
|
||
|
||
total_assets += float(acc_stat["total_balance"])
|
||
total_pnl += float(acc_stat["total_pnl"])
|
||
|
||
if acc['status'] == 'active':
|
||
active_accounts += 1
|
||
|
||
stats.append(acc_stat)
|
||
|
||
return {
|
||
"summary": {
|
||
"total_accounts": len(accounts),
|
||
"active_accounts": active_accounts,
|
||
"total_assets_usdt": total_assets,
|
||
"total_pnl_usdt": total_pnl
|
||
},
|
||
"accounts": stats
|
||
}
|
||
except Exception as e:
|
||
logger.error(f"获取管理员仪表板数据失败: {e}", exc_info=True)
|
||
raise HTTPException(status_code=500, detail=str(e))
|
||
|
||
|
||
@router.get("/performance")
|
||
async def get_performance_stats(
|
||
days: int = Query(7, ge=1, le=365),
|
||
account_id: int = Depends(get_account_id),
|
||
):
|
||
"""获取性能统计"""
|
||
try:
|
||
# 账户快照
|
||
snapshots = AccountSnapshot.get_recent(days, account_id=account_id)
|
||
|
||
# 交易统计
|
||
start_date = (datetime.now() - timedelta(days=days)).strftime('%Y-%m-%d')
|
||
trades = Trade.get_all(start_date=start_date, account_id=account_id)
|
||
|
||
return {
|
||
"snapshots": snapshots,
|
||
"trades": trades,
|
||
"period": f"Last {days} days"
|
||
}
|
||
except Exception as e:
|
||
raise HTTPException(status_code=500, detail=str(e))
|
||
|
||
|
||
@router.get("/dashboard")
|
||
async def get_dashboard_data(account_id: int = Depends(get_account_id)):
|
||
"""获取仪表板数据"""
|
||
logger.info("=" * 60)
|
||
logger.info(f"获取仪表板数据 - account_id={account_id}")
|
||
logger.info("=" * 60)
|
||
try:
|
||
account_data = None
|
||
account_error = None
|
||
|
||
# 优先尝试获取实时账户数据
|
||
try:
|
||
from api.routes.account import get_realtime_account_data
|
||
logger.info(f"调用 get_realtime_account_data(account_id={account_id})")
|
||
account_data = await get_realtime_account_data(account_id=account_id)
|
||
logger.info(f"成功获取实时账户数据，返回的 total_balance={account_data.get('total_balance', 'N/A') if account_data else 'N/A'}")
|
||
except HTTPException as e:
|
||
# HTTPException 需要特殊处理，提取错误信息
|
||
account_error = e.detail
|
||
logger.warning(f"获取实时账户数据失败 (HTTP {e.status_code}): {account_error}")
|
||
# 回退到数据库快照
|
||
try:
|
||
snapshots = AccountSnapshot.get_recent(1, account_id=account_id)
|
||
if snapshots:
|
||
account_data = {
|
||
"total_balance": snapshots[0].get('total_balance', 0),
|
||
"available_balance": snapshots[0].get('available_balance', 0),
|
||
"total_position_value": snapshots[0].get('total_position_value', 0),
|
||
"total_pnl": snapshots[0].get('total_pnl', 0),
|
||
"open_positions": snapshots[0].get('open_positions', 0)
|
||
}
|
||
logger.info("使用数据库快照作为账户数据")
|
||
else:
|
||
logger.warning("数据库中没有账户快照数据")
|
||
except Exception as db_error:
|
||
logger.error(f"从数据库获取账户快照失败: {db_error}")
|
||
except Exception as e:
|
||
account_error = str(e)
|
||
logger.warning(f"获取实时账户数据失败: {account_error}", exc_info=True)
|
||
# 回退到数据库快照
|
||
try:
|
||
snapshots = AccountSnapshot.get_recent(1, account_id=account_id)
|
||
if snapshots:
|
||
account_data = {
|
||
"total_balance": snapshots[0].get('total_balance', 0),
|
||
"available_balance": snapshots[0].get('available_balance', 0),
|
||
"total_position_value": snapshots[0].get('total_position_value', 0),
|
||
"total_pnl": snapshots[0].get('total_pnl', 0),
|
||
"open_positions": snapshots[0].get('open_positions', 0)
|
||
}
|
||
logger.info("使用数据库快照作为账户数据")
|
||
except Exception as db_error:
|
||
logger.error(f"从数据库获取账户快照失败: {db_error}")
|
||
|
||
# 获取持仓数据（优先实时，回退到数据库）
|
||
open_trades = []
|
||
positions_error = None
|
||
try:
|
||
from api.routes.account import get_realtime_positions
|
||
logger.info(f"调用 get_realtime_positions(account_id={account_id})")
|
||
positions = await get_realtime_positions(account_id=account_id)
|
||
# 转换为前端需要的格式
|
||
open_trades = positions
|
||
logger.info(f"成功获取实时持仓数据: {len(open_trades)} 个持仓 (account_id={account_id})")
|
||
except HTTPException as e:
|
||
positions_error = e.detail
|
||
logger.warning(f"获取实时持仓失败 (HTTP {e.status_code}): {positions_error}")
|
||
# 回退到数据库记录
|
||
try:
|
||
db_trades = Trade.get_all(status='open', account_id=account_id)[:10]
|
||
# 格式化数据库记录，添加 entry_value_usdt 字段
|
||
open_trades = []
|
||
for trade in db_trades:
|
||
entry_value_usdt = float(trade.get('quantity', 0)) * float(trade.get('entry_price', 0))
|
||
leverage = float(trade.get('leverage', 1))
|
||
pnl = float(trade.get('pnl', 0))
|
||
|
||
# 数据库中的pnl_percent是价格涨跌幅，需要转换为收益率
|
||
# 收益率 = 盈亏 / 保证金
|
||
margin = entry_value_usdt / leverage if leverage > 0 else entry_value_usdt
|
||
pnl_percent = (pnl / margin * 100) if margin > 0 else 0
|
||
|
||
formatted_trade = {
|
||
**trade,
|
||
'entry_value_usdt': entry_value_usdt,
|
||
'mark_price': trade.get('entry_price', 0), # 数据库中没有标记价，使用入场价
|
||
'pnl': pnl,
|
||
'pnl_percent': pnl_percent # 使用重新计算的收益率
|
||
}
|
||
open_trades.append(formatted_trade)
|
||
logger.info(f"使用数据库记录作为持仓数据: {len(open_trades)} 个持仓")
|
||
except Exception as db_error:
|
||
logger.error(f"从数据库获取持仓记录失败: {db_error}")
|
||
except Exception as e:
|
||
positions_error = str(e)
|
||
logger.warning(f"获取实时持仓失败: {positions_error}", exc_info=True)
|
||
# 回退到数据库记录
|
||
try:
|
||
db_trades = Trade.get_all(status='open', account_id=account_id)[:10]
|
||
# 格式化数据库记录，添加 entry_value_usdt 字段
|
||
open_trades = []
|
||
for trade in db_trades:
|
||
entry_value_usdt = float(trade.get('quantity', 0)) * float(trade.get('entry_price', 0))
|
||
leverage = float(trade.get('leverage', 1))
|
||
pnl = float(trade.get('pnl', 0))
|
||
|
||
# 数据库中的pnl_percent是价格涨跌幅，需要转换为收益率
|
||
# 收益率 = 盈亏 / 保证金
|
||
margin = entry_value_usdt / leverage if leverage > 0 else entry_value_usdt
|
||
pnl_percent = (pnl / margin * 100) if margin > 0 else 0
|
||
|
||
formatted_trade = {
|
||
**trade,
|
||
'entry_value_usdt': entry_value_usdt,
|
||
'mark_price': trade.get('entry_price', 0), # 数据库中没有标记价，使用入场价
|
||
'pnl': pnl,
|
||
'pnl_percent': pnl_percent # 使用重新计算的收益率
|
||
}
|
||
open_trades.append(formatted_trade)
|
||
logger.info(f"使用数据库记录作为持仓数据: {len(open_trades)} 个持仓")
|
||
except Exception as db_error:
|
||
logger.error(f"从数据库获取持仓记录失败: {db_error}")
|
||
|
||
# 最近的扫描记录
|
||
recent_scans = []
|
||
try:
|
||
recent_scans = MarketScan.get_recent(10)
|
||
except Exception as e:
|
||
logger.error(f"获取扫描记录失败: {e}")
|
||
|
||
# 最近的信号
|
||
recent_signals = []
|
||
try:
|
||
recent_signals = TradingSignal.get_recent(20)
|
||
except Exception as e:
|
||
logger.error(f"获取交易信号失败: {e}")
|
||
|
||
# 计算仓位占比信息
|
||
position_stats = None
|
||
if account_data:
|
||
try:
|
||
from database.models import TradingConfig
|
||
total_balance = float(account_data.get('total_balance', 0))
|
||
max_total_position_percent = float(TradingConfig.get_value('MAX_TOTAL_POSITION_PERCENT', 0.30, account_id=account_id))
|
||
|
||
# 名义仓位（notional）与保证金占用（margin）是两个口径：
|
||
# - 名义仓位可以 > 100%（高杠杆下非常正常）
|
||
# - MAX_TOTAL_POSITION_PERCENT 在当前系统语义里是“保证金占用比例”
|
||
total_notional_value = float(account_data.get('total_position_value', 0))
|
||
|
||
# 优先使用 account_data 里的 total_margin_value；如果没有则从 open_trades 汇总兜底
|
||
total_margin_value = account_data.get('total_margin_value', None)
|
||
try:
|
||
total_margin_value = float(total_margin_value) if total_margin_value is not None else None
|
||
except Exception:
|
||
total_margin_value = None
|
||
|
||
if total_margin_value is None:
|
||
total_margin_value = 0.0
|
||
for t in open_trades or []:
|
||
try:
|
||
mv = t.get("margin_usdt", None)
|
||
if mv is None:
|
||
# fallback：名义/杠杆
|
||
nv = float(t.get("notional_usdt", 0) or 0)
|
||
lv = float(t.get("leverage", 0) or 0)
|
||
if lv <= 0:
|
||
lv = 1.0
|
||
mv = nv / lv
|
||
total_margin_value += float(mv or 0)
|
||
except Exception:
|
||
continue
|
||
|
||
# 当前仓位占比（保证金口径，与你的 MAX_TOTAL_POSITION_PERCENT 对齐）
|
||
current_margin_percent = (total_margin_value / total_balance * 100) if total_balance > 0 else 0
|
||
# 名义占比（仅用于参考）
|
||
current_notional_percent = (total_notional_value / total_balance * 100) if total_balance > 0 else 0
|
||
|
||
# 最大允许保证金（USDT）
|
||
max_margin_value = total_balance * max_total_position_percent
|
||
|
||
position_stats = {
|
||
# 兼容旧字段：current_position_percent 现在代表“保证金占比”
|
||
"current_position_percent": round(current_margin_percent, 2),
|
||
"current_position_percent_type": "margin",
|
||
"current_notional_percent": round(current_notional_percent, 2),
|
||
"max_position_percent": round(max_total_position_percent * 100, 2),
|
||
# 兼容旧字段：max_position_value/total_position_value 现在代表“保证金(USDT)”
|
||
"max_position_value": round(max_margin_value, 2),
|
||
"total_balance": round(total_balance, 2),
|
||
"total_position_value": round(total_margin_value, 2),
|
||
# 额外信息：名义价值（USDT），用于解释“名义占比可能>100%”
|
||
"total_notional_value": round(total_notional_value, 2),
|
||
"total_margin_value": round(total_margin_value, 2),
|
||
}
|
||
except Exception as e:
|
||
logger.warning(f"计算仓位占比信息失败: {e}")
|
||
|
||
# 获取交易配置（用于前端显示止损止盈等参数）
|
||
trading_config = {}
|
||
try:
|
||
from database.models import TradingConfig
|
||
config_keys = ['STOP_LOSS_PERCENT', 'TAKE_PROFIT_PERCENT', 'LEVERAGE', 'MAX_POSITION_PERCENT']
|
||
for key in config_keys:
|
||
config = TradingConfig.get(key, account_id=account_id)
|
||
if config:
|
||
trading_config[key] = {
|
||
'value': TradingConfig._convert_value(config['config_value'], config['config_type']),
|
||
'type': config['config_type']
|
||
}
|
||
except Exception as e:
|
||
logger.debug(f"获取交易配置失败: {e}")
|
||
|
||
result = {
|
||
"account": account_data,
|
||
"open_trades": open_trades,
|
||
"recent_scans": recent_scans,
|
||
"recent_signals": recent_signals,
|
||
"position_stats": position_stats,
|
||
"trading_config": trading_config, # 添加交易配置
|
||
"_debug": { # 添加调试信息
|
||
"account_id": account_id,
|
||
"account_data_total_balance": account_data.get('total_balance', 'N/A') if account_data else 'N/A',
|
||
"open_trades_count": len(open_trades),
|
||
}
|
||
}
|
||
|
||
# 如果有错误，在响应中包含错误信息（但不影响返回）
|
||
if account_error or positions_error:
|
||
result["warnings"] = {}
|
||
if account_error:
|
||
result["warnings"]["account"] = account_error
|
||
if positions_error:
|
||
result["warnings"]["positions"] = positions_error
|
||
|
||
logger.info(f"返回仪表板数据:")
|
||
logger.info(f" - account_id: {account_id}")
|
||
logger.info(f" - total_balance: {account_data.get('total_balance', 'N/A') if account_data else 'N/A'}")
|
||
logger.info(f" - available_balance: {account_data.get('available_balance', 'N/A') if account_data else 'N/A'}")
|
||
logger.info(f" - open_trades count: {len(open_trades)}")
|
||
if open_trades and len(open_trades) > 0:
|
||
logger.info(f" - 第一个持仓: {open_trades[0].get('symbol', 'N/A')}")
|
||
logger.info("=" * 60)
|
||
return result
|
||
except Exception as e:
|
||
logger.error(f"获取仪表板数据失败: {e}", exc_info=True)
|
||
raise HTTPException(status_code=500, detail=f"获取仪表板数据失败: {str(e)}")
|