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vf_react/mcp_database.py

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"""
MySQL数据库查询模块
提供股票财务数据查询功能
"""
import aiomysql
import logging
from typing import Dict, List, Any, Optional
from datetime import datetime, date
from decimal import Decimal
import json
logger = logging.getLogger(__name__)
# MySQL连接配置
MYSQL_CONFIG = {
'host': '222.128.1.157',
'port': 33060,
'user': 'root',
'password': 'Zzl5588161!',
'db': 'stock',
'charset': 'utf8mb4',
'autocommit': True
}
# 全局连接池
_pool = None
class DateTimeEncoder(json.JSONEncoder):
"""JSON编码器处理datetime和Decimal类型"""
def default(self, obj):
if isinstance(obj, (datetime, date)):
return obj.isoformat()
if isinstance(obj, Decimal):
return float(obj)
return super().default(obj)
async def get_pool():
"""获取MySQL连接池"""
global _pool
if _pool is None:
_pool = await aiomysql.create_pool(
host=MYSQL_CONFIG['host'],
port=MYSQL_CONFIG['port'],
user=MYSQL_CONFIG['user'],
password=MYSQL_CONFIG['password'],
db=MYSQL_CONFIG['db'],
charset=MYSQL_CONFIG['charset'],
autocommit=MYSQL_CONFIG['autocommit'],
minsize=1,
maxsize=10
)
logger.info("MySQL connection pool created")
return _pool
async def close_pool():
"""关闭MySQL连接池"""
global _pool
if _pool:
_pool.close()
await _pool.wait_closed()
_pool = None
logger.info("MySQL connection pool closed")
def convert_row(row: Dict) -> Dict:
"""转换数据库行,处理特殊类型"""
if not row:
return {}
result = {}
for key, value in row.items():
if isinstance(value, Decimal):
result[key] = float(value)
elif isinstance(value, (datetime, date)):
result[key] = value.isoformat()
else:
result[key] = value
return result
async def get_stock_basic_info(seccode: str) -> Optional[Dict[str, Any]]:
"""
获取股票基本信息
Args:
seccode: 股票代码
Returns:
股票基本信息字典
"""
pool = await get_pool()
async with pool.acquire() as conn:
async with conn.cursor(aiomysql.DictCursor) as cursor:
query = """
SELECT
SECCODE, SECNAME, ORGNAME,
F001V as english_name,
F003V as legal_representative,
F004V as registered_address,
F005V as office_address,
F010D as establishment_date,
F011V as website,
F012V as email,
F013V as phone,
F015V as main_business,
F016V as business_scope,
F017V as company_profile,
F030V as industry_level1,
F032V as industry_level2,
F034V as sw_industry_level1,
F036V as sw_industry_level2,
F026V as province,
F028V as city,
F041V as chairman,
F042V as general_manager,
UPDATE_DATE as update_date
FROM ea_baseinfo
WHERE SECCODE = %s
LIMIT 1
"""
await cursor.execute(query, (seccode,))
result = await cursor.fetchone()
if result:
return convert_row(result)
return None
async def get_stock_financial_index(
seccode: str,
start_date: Optional[str] = None,
end_date: Optional[str] = None,
limit: int = 10
) -> List[Dict[str, Any]]:
"""
获取股票财务指标
Args:
seccode: 股票代码
start_date: 开始日期 YYYY-MM-DD
end_date: 结束日期 YYYY-MM-DD
limit: 返回条数
Returns:
财务指标列表
"""
pool = await get_pool()
async with pool.acquire() as conn:
async with conn.cursor(aiomysql.DictCursor) as cursor:
# 构建查询
query = """
SELECT
SECCODE, SECNAME, ENDDATE, STARTDATE,
F069D as report_year,
F003N as eps, -- 每股收益
F004N as basic_eps,
F008N as bps, -- 每股净资产
F014N as roe, -- 净资产收益率
F016N as roa, -- 总资产报酬率
F017N as net_profit_margin, -- 净利润率
F022N as receivable_turnover, -- 应收账款周转率
F023N as inventory_turnover, -- 存货周转率
F025N as total_asset_turnover, -- 总资产周转率
F041N as debt_ratio, -- 资产负债率
F042N as current_ratio, -- 流动比率
F043N as quick_ratio, -- 速动比率
F052N as revenue_growth, -- 营业收入增长率
F053N as profit_growth, -- 净利润增长率
F089N as revenue, -- 营业收入
F090N as operating_cost, -- 营业成本
F101N as net_profit, -- 净利润
F102N as net_profit_parent -- 归母净利润
FROM ea_financialindex
WHERE SECCODE = %s
"""
params = [seccode]
if start_date:
query += " AND ENDDATE >= %s"
params.append(start_date)
if end_date:
query += " AND ENDDATE <= %s"
params.append(end_date)
query += " ORDER BY ENDDATE DESC LIMIT %s"
params.append(limit)
await cursor.execute(query, params)
results = await cursor.fetchall()
return [convert_row(row) for row in results]
async def get_stock_trade_data(
seccode: str,
start_date: Optional[str] = None,
end_date: Optional[str] = None,
limit: int = 30
) -> List[Dict[str, Any]]:
"""
获取股票交易数据
Args:
seccode: 股票代码
start_date: 开始日期 YYYY-MM-DD
end_date: 结束日期 YYYY-MM-DD
limit: 返回条数
Returns:
交易数据列表
"""
pool = await get_pool()
async with pool.acquire() as conn:
async with conn.cursor(aiomysql.DictCursor) as cursor:
query = """
SELECT
SECCODE, SECNAME, TRADEDATE,
F002N as prev_close, -- 昨日收盘价
F003N as open_price, -- 开盘价
F005N as high_price, -- 最高价
F006N as low_price, -- 最低价
F007N as close_price, -- 收盘价
F004N as volume, -- 成交量
F011N as turnover, -- 成交金额
F009N as change_amount, -- 涨跌额
F010N as change_pct, -- 涨跌幅
F012N as turnover_rate, -- 换手率
F013N as amplitude, -- 振幅
F026N as pe_ratio, -- 市盈率
F020N as total_shares, -- 总股本
F021N as circulating_shares -- 流通股本
FROM ea_trade
WHERE SECCODE = %s
"""
params = [seccode]
if start_date:
query += " AND TRADEDATE >= %s"
params.append(start_date)
if end_date:
query += " AND TRADEDATE <= %s"
params.append(end_date)
query += " ORDER BY TRADEDATE DESC LIMIT %s"
params.append(limit)
await cursor.execute(query, params)
results = await cursor.fetchall()
return [convert_row(row) for row in results]
async def get_stock_balance_sheet(
seccode: str,
start_date: Optional[str] = None,
end_date: Optional[str] = None,
limit: int = 8
) -> List[Dict[str, Any]]:
"""
获取资产负债表数据
Args:
seccode: 股票代码
start_date: 开始日期
end_date: 结束日期
limit: 返回条数
Returns:
资产负债表数据列表
"""
pool = await get_pool()
async with pool.acquire() as conn:
async with conn.cursor(aiomysql.DictCursor) as cursor:
query = """
SELECT
SECCODE, SECNAME, ENDDATE,
F001D as report_year,
F006N as cash, -- 货币资金
F009N as receivables, -- 应收账款
F015N as inventory, -- 存货
F019N as current_assets, -- 流动资产合计
F023N as long_term_investment, -- 长期股权投资
F025N as fixed_assets, -- 固定资产
F037N as noncurrent_assets, -- 非流动资产合计
F038N as total_assets, -- 资产总计
F039N as short_term_loan, -- 短期借款
F042N as payables, -- 应付账款
F052N as current_liabilities, -- 流动负债合计
F053N as long_term_loan, -- 长期借款
F060N as noncurrent_liabilities, -- 非流动负债合计
F061N as total_liabilities, -- 负债合计
F062N as share_capital, -- 股本
F063N as capital_reserve, -- 资本公积
F065N as retained_earnings, -- 未分配利润
F070N as total_equity -- 所有者权益合计
FROM ea_asset
WHERE SECCODE = %s
"""
params = [seccode]
if start_date:
query += " AND ENDDATE >= %s"
params.append(start_date)
if end_date:
query += " AND ENDDATE <= %s"
params.append(end_date)
query += " ORDER BY ENDDATE DESC LIMIT %s"
params.append(limit)
await cursor.execute(query, params)
results = await cursor.fetchall()
return [convert_row(row) for row in results]
async def get_stock_cashflow(
seccode: str,
start_date: Optional[str] = None,
end_date: Optional[str] = None,
limit: int = 8
) -> List[Dict[str, Any]]:
"""
获取现金流量表数据
Args:
seccode: 股票代码
start_date: 开始日期
end_date: 结束日期
limit: 返回条数
Returns:
现金流量表数据列表
"""
pool = await get_pool()
async with pool.acquire() as conn:
async with conn.cursor(aiomysql.DictCursor) as cursor:
query = """
SELECT
SECCODE, SECNAME, ENDDATE, STARTDATE,
F001D as report_year,
F009N as operating_cash_inflow, -- 经营活动现金流入
F014N as operating_cash_outflow, -- 经营活动现金流出
F015N as net_operating_cashflow, -- 经营活动现金流量净额
F021N as investing_cash_inflow, -- 投资活动现金流入
F026N as investing_cash_outflow, -- 投资活动现金流出
F027N as net_investing_cashflow, -- 投资活动现金流量净额
F031N as financing_cash_inflow, -- 筹资活动现金流入
F035N as financing_cash_outflow, -- 筹资活动现金流出
F036N as net_financing_cashflow, -- 筹资活动现金流量净额
F039N as net_cash_increase, -- 现金及现金等价物净增加额
F044N as net_profit, -- 净利润
F046N as depreciation, -- 固定资产折旧
F060N as net_operating_cashflow_adjusted -- 经营活动现金流量净额(补充)
FROM ea_cashflow
WHERE SECCODE = %s
"""
params = [seccode]
if start_date:
query += " AND ENDDATE >= %s"
params.append(start_date)
if end_date:
query += " AND ENDDATE <= %s"
params.append(end_date)
query += " ORDER BY ENDDATE DESC LIMIT %s"
params.append(limit)
await cursor.execute(query, params)
results = await cursor.fetchall()
return [convert_row(row) for row in results]
async def search_stocks_by_criteria(
industry: Optional[str] = None,
province: Optional[str] = None,
min_market_cap: Optional[float] = None,
max_market_cap: Optional[float] = None,
limit: int = 50
) -> List[Dict[str, Any]]:
"""
按条件搜索股票
Args:
industry: 行业名称
province: 省份
min_market_cap: 最小市值(亿元)
max_market_cap: 最大市值(亿元)
limit: 返回条数
Returns:
股票列表
"""
pool = await get_pool()
async with pool.acquire() as conn:
async with conn.cursor(aiomysql.DictCursor) as cursor:
query = """
SELECT DISTINCT
b.SECCODE,
b.SECNAME,
b.F030V as industry_level1,
b.F032V as industry_level2,
b.F034V as sw_industry_level1,
b.F026V as province,
b.F028V as city,
b.F015V as main_business,
t.F007N as latest_price,
t.F010N as change_pct,
t.F026N as pe_ratio,
t.TRADEDATE as latest_trade_date
FROM ea_baseinfo b
LEFT JOIN (
SELECT SECCODE, MAX(TRADEDATE) as max_date
FROM ea_trade
GROUP BY SECCODE
) latest ON b.SECCODE = latest.SECCODE
LEFT JOIN ea_trade t ON b.SECCODE = t.SECCODE
AND t.TRADEDATE = latest.max_date
WHERE 1=1
"""
params = []
if industry:
query += " AND (b.F030V LIKE %s OR b.F032V LIKE %s OR b.F034V LIKE %s)"
pattern = f"%{industry}%"
params.extend([pattern, pattern, pattern])
if province:
query += " AND b.F026V = %s"
params.append(province)
if min_market_cap or max_market_cap:
# 市值 = 最新价 * 总股本 / 100000000转换为亿元
if min_market_cap:
query += " AND (t.F007N * t.F020N / 100000000) >= %s"
params.append(min_market_cap)
if max_market_cap:
query += " AND (t.F007N * t.F020N / 100000000) <= %s"
params.append(max_market_cap)
query += " ORDER BY t.TRADEDATE DESC LIMIT %s"
params.append(limit)
await cursor.execute(query, params)
results = await cursor.fetchall()
return [convert_row(row) for row in results]
async def get_stock_comparison(
seccodes: List[str],
metric: str = "financial"
) -> Dict[str, Any]:
"""
股票对比分析
Args:
seccodes: 股票代码列表
metric: 对比指标类型 (financial/trade)
Returns:
对比数据
"""
pool = await get_pool()
if not seccodes or len(seccodes) < 2:
return {"error": "至少需要2个股票代码进行对比"}
async with pool.acquire() as conn:
async with conn.cursor(aiomysql.DictCursor) as cursor:
placeholders = ','.join(['%s'] * len(seccodes))
if metric == "financial":
# 对比最新财务指标
query = f"""
SELECT
f.SECCODE, f.SECNAME, f.ENDDATE,
f.F003N as eps,
f.F008N as bps,
f.F014N as roe,
f.F017N as net_profit_margin,
f.F041N as debt_ratio,
f.F052N as revenue_growth,
f.F053N as profit_growth,
f.F089N as revenue,
f.F101N as net_profit
FROM ea_financialindex f
INNER JOIN (
SELECT SECCODE, MAX(ENDDATE) as max_date
FROM ea_financialindex
WHERE SECCODE IN ({placeholders})
GROUP BY SECCODE
) latest ON f.SECCODE = latest.SECCODE
AND f.ENDDATE = latest.max_date
"""
else: # trade
# 对比最新交易数据
query = f"""
SELECT
t.SECCODE, t.SECNAME, t.TRADEDATE,
t.F007N as close_price,
t.F010N as change_pct,
t.F012N as turnover_rate,
t.F026N as pe_ratio,
t.F020N as total_shares,
t.F021N as circulating_shares
FROM ea_trade t
INNER JOIN (
SELECT SECCODE, MAX(TRADEDATE) as max_date
FROM ea_trade
WHERE SECCODE IN ({placeholders})
GROUP BY SECCODE
) latest ON t.SECCODE = latest.SECCODE
AND t.TRADEDATE = latest.max_date
"""
await cursor.execute(query, seccodes)
results = await cursor.fetchall()
return {
"comparison_type": metric,
"stocks": [convert_row(row) for row in results]
}
async def get_user_favorite_stocks(user_id: str, limit: int = 100) -> List[Dict[str, Any]]:
"""
获取用户自选股列表
Args:
user_id: 用户ID
limit: 返回条数
Returns:
自选股列表(包含最新行情数据)
"""
pool = await get_pool()
async with pool.acquire() as conn:
async with conn.cursor(aiomysql.DictCursor) as cursor:
# 查询用户自选股(假设有 user_favorites 表)
# 如果没有此表,可以根据实际情况调整
query = """
SELECT
f.user_id,
f.stock_code,
b.SECNAME as stock_name,
b.F030V as industry,
t.F007N as current_price,
t.F010N as change_pct,
t.F012N as turnover_rate,
t.F026N as pe_ratio,
t.TRADEDATE as latest_trade_date,
f.created_at as favorite_time
FROM user_favorites f
INNER JOIN ea_baseinfo b ON f.stock_code = b.SECCODE
LEFT JOIN (
SELECT SECCODE, MAX(TRADEDATE) as max_date
FROM ea_trade
GROUP BY SECCODE
) latest ON b.SECCODE = latest.SECCODE
LEFT JOIN ea_trade t ON b.SECCODE = t.SECCODE
AND t.TRADEDATE = latest.max_date
WHERE f.user_id = %s AND f.is_deleted = 0
ORDER BY f.created_at DESC
LIMIT %s
"""
await cursor.execute(query, [user_id, limit])
results = await cursor.fetchall()
return [convert_row(row) for row in results]
async def get_user_favorite_events(user_id: str, limit: int = 100) -> List[Dict[str, Any]]:
"""
获取用户自选事件列表
Args:
user_id: 用户ID
limit: 返回条数
Returns:
自选事件列表
"""
pool = await get_pool()
async with pool.acquire() as conn:
async with conn.cursor(aiomysql.DictCursor) as cursor:
# 查询用户自选事件(假设有 user_event_favorites 表)
query = """
SELECT
f.user_id,
f.event_id,
e.title,
e.description,
e.event_date,
e.importance,
e.related_stocks,
e.category,
f.created_at as favorite_time
FROM user_event_favorites f
INNER JOIN events e ON f.event_id = e.id
WHERE f.user_id = %s AND f.is_deleted = 0
ORDER BY e.event_date DESC
LIMIT %s
"""
await cursor.execute(query, [user_id, limit])
results = await cursor.fetchall()
return [convert_row(row) for row in results]
async def add_favorite_stock(user_id: str, stock_code: str) -> Dict[str, Any]:
"""
添加自选股
Args:
user_id: 用户ID
stock_code: 股票代码
Returns:
操作结果
"""
pool = await get_pool()
async with pool.acquire() as conn:
async with conn.cursor(aiomysql.DictCursor) as cursor:
# 检查是否已存在
check_query = """
SELECT id, is_deleted
FROM user_favorites
WHERE user_id = %s AND stock_code = %s
"""
await cursor.execute(check_query, [user_id, stock_code])
existing = await cursor.fetchone()
if existing:
if existing['is_deleted'] == 1:
# 恢复已删除的记录
update_query = """
UPDATE user_favorites
SET is_deleted = 0, updated_at = NOW()
WHERE id = %s
"""
await cursor.execute(update_query, [existing['id']])
return {"success": True, "message": "已恢复自选股"}
else:
return {"success": False, "message": "该股票已在自选中"}
# 插入新记录
insert_query = """
INSERT INTO user_favorites (user_id, stock_code, created_at, updated_at, is_deleted)
VALUES (%s, %s, NOW(), NOW(), 0)
"""
await cursor.execute(insert_query, [user_id, stock_code])
return {"success": True, "message": "添加自选股成功"}
async def remove_favorite_stock(user_id: str, stock_code: str) -> Dict[str, Any]:
"""
删除自选股
Args:
user_id: 用户ID
stock_code: 股票代码
Returns:
操作结果
"""
pool = await get_pool()
async with pool.acquire() as conn:
async with conn.cursor(aiomysql.DictCursor) as cursor:
query = """
UPDATE user_favorites
SET is_deleted = 1, updated_at = NOW()
WHERE user_id = %s AND stock_code = %s AND is_deleted = 0
"""
result = await cursor.execute(query, [user_id, stock_code])
if result > 0:
return {"success": True, "message": "删除自选股成功"}
else:
return {"success": False, "message": "未找到该自选股"}
async def add_favorite_event(user_id: str, event_id: int) -> Dict[str, Any]:
"""
添加自选事件
Args:
user_id: 用户ID
event_id: 事件ID
Returns:
操作结果
"""
pool = await get_pool()
async with pool.acquire() as conn:
async with conn.cursor(aiomysql.DictCursor) as cursor:
# 检查是否已存在
check_query = """
SELECT id, is_deleted
FROM user_event_favorites
WHERE user_id = %s AND event_id = %s
"""
await cursor.execute(check_query, [user_id, event_id])
existing = await cursor.fetchone()
if existing:
if existing['is_deleted'] == 1:
# 恢复已删除的记录
update_query = """
UPDATE user_event_favorites
SET is_deleted = 0, updated_at = NOW()
WHERE id = %s
"""
await cursor.execute(update_query, [existing['id']])
return {"success": True, "message": "已恢复自选事件"}
else:
return {"success": False, "message": "该事件已在自选中"}
# 插入新记录
insert_query = """
INSERT INTO user_event_favorites (user_id, event_id, created_at, updated_at, is_deleted)
VALUES (%s, %s, NOW(), NOW(), 0)
"""
await cursor.execute(insert_query, [user_id, event_id])
return {"success": True, "message": "添加自选事件成功"}
async def remove_favorite_event(user_id: str, event_id: int) -> Dict[str, Any]:
"""
删除自选事件
Args:
user_id: 用户ID
event_id: 事件ID
Returns:
操作结果
"""
pool = await get_pool()
async with pool.acquire() as conn:
async with conn.cursor(aiomysql.DictCursor) as cursor:
query = """
UPDATE user_event_favorites
SET is_deleted = 1, updated_at = NOW()
WHERE user_id = %s AND event_id = %s AND is_deleted = 0
"""
result = await cursor.execute(query, [user_id, event_id])
if result > 0:
return {"success": True, "message": "删除自选事件成功"}
else:
return {"success": False, "message": "未找到该自选事件"}