diff --git a/.idea/.gitignore b/.idea/.gitignore deleted file mode 100644 index 50d9d22a..00000000 --- a/.idea/.gitignore +++ /dev/null @@ -1,3 +0,0 @@ -# 默认忽略的文件 -/shelf/ -/workspace.xml diff --git a/.idea/.name b/.idea/.name deleted file mode 100644 index 9e482587..00000000 --- a/.idea/.name +++ /dev/null @@ -1 +0,0 @@ -Bactrader_SystemV2.py \ No newline at end of file diff --git a/.idea/csv-plugin.xml b/.idea/csv-plugin.xml deleted file mode 100644 index 13bd4780..00000000 --- a/.idea/csv-plugin.xml +++ /dev/null @@ -1,16 +0,0 @@ - - - - - - \ No newline at end of file diff --git a/.idea/inspectionProfiles/Project_Default.xml b/.idea/inspectionProfiles/Project_Default.xml deleted file mode 100644 index 54328a40..00000000 --- a/.idea/inspectionProfiles/Project_Default.xml +++ /dev/null @@ -1,56 +0,0 @@ - - - - \ No newline at end of file diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml deleted file mode 100644 index 105ce2da..00000000 --- a/.idea/inspectionProfiles/profiles_settings.xml +++ /dev/null @@ -1,6 +0,0 @@ - - - - \ No newline at end of file diff --git a/.idea/misc.xml b/.idea/misc.xml deleted file mode 100644 index 1bb1770d..00000000 --- a/.idea/misc.xml +++ /dev/null @@ -1,4 +0,0 @@ - - - - \ No newline at end of file diff --git a/.idea/modules.xml b/.idea/modules.xml deleted file mode 100644 index fd4c7622..00000000 --- a/.idea/modules.xml +++ /dev/null @@ -1,8 +0,0 @@ - - - - - - - - \ No newline at end of file diff --git "a/.idea/\346\257\225\344\270\232\350\256\276\350\256\241.iml" "b/.idea/\346\257\225\344\270\232\350\256\276\350\256\241.iml" deleted file mode 100644 index b736ea6d..00000000 --- "a/.idea/\346\257\225\344\270\232\350\256\276\350\256\241.iml" +++ /dev/null @@ -1,8 +0,0 @@ - - - - - - - - \ No newline at end of file diff --git a/222.py b/222.py deleted file mode 100644 index 8c39f6c6..00000000 --- a/222.py +++ /dev/null @@ -1,654 +0,0 @@ -import numpy as np -import random -import pandas as pd -import tushare as ts -import time -from backtrader.analyzers import * -from backtrader.indicators import * -from backtrader_plotting import Bokeh -from backtrader_plotting.schemes import Tradimo -import datetime -from deap import base, tools, creator - - -def get_str_date_from_int(date_int): - try: - date_int = int(date_int) - except ValueError: - date_int = int(date_int.replace("-", "")) - year = date_int // 10000 - month = (date_int % 10000) // 100 - day = date_int % 100 - - return "%d-%02d-%02d" % (year, month, day) - - -def get_date_from_int(date_int): - date_str = get_str_date_from_int(date_int) - - return datetime.datetime.strptime(date_str, "%Y-%m-%d").date() - - -def login_ts(): - token = '7c15d8db9ccc0383e40eb7487930fa9eb88eaca08573fe1da440aa54' - ts.set_token(token) - pro = ts.pro_api(token) - return pro - - -def get_stock_codes(): - # 查询当前所有正常上市交易的股票列表 - pro = login_ts() - data = pro.stock_basic(exchange='', list_status='L', fields='ts_code,name,area,industry,list_date') - new_col = ['code', '股票名', '地区', '行业', '上市日期'] - data.columns = new_col - data.to_csv("codes.csv") - print("========现有上市交易品种列表========") - print(data) - print("================================") - - -def show_stock_codes(): - # 显示所有列 - pd.set_option('display.max_columns', None) - # # 显示所有行 - pd.set_option('display.max_rows', None) - data = pd.read_csv("./codes.csv", index_col=0) - new_col = ['code', '股票名', '地区', '行业', '上市日期'] - data.columns = new_col - print("===================现有上市交易品种代码列表===================") - print(data) - print("===============================================") - name_dict = dict() - - for index, row in data.iterrows(): - information_list = list() - information_list.append(row['code']) - information_list.append(row['上市日期']) - name_dict[row['股票名']] = information_list - - return name_dict - - -def input_stockInformation(): - name_dict = show_stock_codes() - - codes = list() # 品种代码列表 - names = list() - print("请对应股票代码表输入，需要回测的股票名称,结束请输入“#” ") - print("===============================================") - while 1: - name = input("请继续输入：\n").strip() - if name is "#": - break - if name not in name_dict: - print("输入股票名不存在，请重新输入") - continue - names.append(name) - for name in names: - codes.append(name_dict[name][0]) - while 1: - if names is None: - break - judge = True - start_date = int(input("请按说明格式输入回测起始日期：\n（例如：若为2021年9月10日则应输入：20210910）\n").strip()) - # 输入日期不可早于list_date - for name in names: - if name_dict[name][1] > start_date: - print("起始日期不可早于该股票上市日期,请重新输入！！！") - print(f"股票：{name},上市日期为：{name_dict[name][1]}") - judge = False - break - if get_date_from_int(start_date) > datetime.date.today(): - print("起始日期不可晚于今日，请重新输入！！！") - judge = False - break - - if judge is False: - continue - while 1: - end_date = int(input("请按说明格式输入回测结束日期：\n（例如：若为2021年9月10日则应输入：20210910）\n").strip()) - if get_date_from_int(end_date) > datetime.date.today(): - print("结束日期不可晚于今日，请重新输入！！！") - continue - if end_date < start_date: - print("结束日期不可早于起始日期！！！请重试！！！") - continue - break - - break - return codes, start_date, end_date - - -def get_data(codes, cerebro, start_date, end_date): - pro = login_ts() - code_list = codes - if not isinstance(codes, list): - code_list = codes.split() - else: - pass - # 加载数据 - for code in code_list: - df = pro.daily(ts_code=f"{code}", start_date=start_date, end_date=end_date) # 获取期货数据 - df['trade_date'] = pd.to_datetime(df['trade_date']) - df.set_index('trade_date', inplace=True) - df['openinterest'] = 0 - df = df[['open', 'high', 'low', 'close', 'vol', 'openinterest']].rename(columns={'vol': 'volume'}) - df = df.sort_index() - data = bt.feeds.PandasData(dataname=df) - cerebro.adddata(data, name=code) - - -def add_analysers(cerebro): - print("请选择需要计算的回测指标，并在下方输入选项前的数字标号：\n1.年化收益率\n2.夏普比率\n3.权益回撤\n4.年化收益率") - while 1: - - num = input("请输入：（输入”0“结束输入）\n") - if num == "0": - break - elif num == "1": - cerebro.addanalyzer(AnnualReturn, _name='AnnualReturn') - elif num == "2": - cerebro.addanalyzer(SharpeRatio, timeframe=bt.TimeFrame.Years, _name='SharpeRatio') - elif num == "3": - cerebro.addanalyzer(DrawDown, _name='DrawDown') - elif num == "4": - cerebro.addanalyzer(TimeReturn, timeframe=bt.TimeFrame.Years, _name='TimeReturn') - else: - print("非法输入！请重试！！！") - - -def add_plotElements(cerebro): - cerebro.addobserver(bt.observers.BuySell) - print("请选择可视化绘制的回测曲线，并在下方输入选项前的数字标号\n1.收益曲线\n2.回撤曲线\n3.总体权益曲线") - while 1: - - num = input("请输入：（输入”0“结束输入）\n") - if num == "0": - break - elif num == "1": - cerebro.addobserver(bt.observers.TimeReturn) - elif num == "2": - # 查看回撤序列 - cerebro.addobserver(bt.observers.DrawDown) - elif num == "3": - cerebro.addobserver(bt.observers.FundValue) - else: - print("非法输入！请重试！！！") - continue - - -def text_report(cerebro, strat): - endingcash = cerebro.broker.get_value() - if endingcash <= 0: - endingcash = 0 - else: - pass - print(f"期初权益：{cerebro.broker.startingcash}") - print(f"期末权益：{endingcash}") - profit = endingcash - cerebro.broker.startingcash - print(f"收益:{round(profit, 2)}") - profit_percent = round(profit / cerebro.broker.startingcash, 2) * 100 - if profit < 0: - profit_percent = -profit_percent - else: - pass - print(f"收益率：{round(profit_percent, 2)}%") - if hasattr(strat.analyzers, "SharpeRatio"): - print(f"夏普比率:{round(strat.analyzers.SharpeRatio.get_analysis()['sharperatio'], 2)}") - if hasattr(strat.analyzers, "DrawDown"): - print(f"最大回撤率:{round(strat.analyzers.DrawDown.get_analysis()['max']['drawdown'], 2)}%") - print(f"最大回撤资金:{round(-strat.analyzers.DrawDown.get_analysis()['max']['moneydown'], 2)}") - if hasattr(strat.analyzers, "AnnualReturn"): - print(f"年化平均收益率:{round(float(np.mean(list(strat.analyzers.AnnualReturn.get_analysis().values()))), 2) * 100}%") - - -def batch_test(symbol_list, start_date, end_date, opt_judge, strategy_params): - for symbol in symbol_list: - cerebro_new = bt.Cerebro() - set_cerebro(cerebro=cerebro_new, opt_judge=opt_judge) - get_data(codes=symbol, cerebro=cerebro_new, start_date=start_date, end_date=end_date) - - strat = cerebro_new.run()[0] - if opt_judge is True: - cerebro_new.addstrategy(Solo_cash_pool,**strategy_params) - endingcash = cerebro_new.broker.get_value() - if endingcash <= 0: - endingcash = 0 - else: - pass - profit = endingcash - cerebro_new.broker.startingcash - max_dd = strat.analyzers.drawdown.get_analysis()["max"]["moneydown"] - fitness = profit / (max_dd if max_dd > 0 else 1) - return [fitness] - else: - cerebro_new.addstrategy(Solo_cash_pool) - print("========独立资金池批量回测========") - print(f"品种：{symbol}") - print(f"回测区间：{get_date_from_int(start_date)}至{get_date_from_int(end_date)}") - text_report(cerebro=cerebro_new, strat=strat) - print("========独立资金池批量回测========") - - cerebro_new.plot(pic) - - -def shared_cash_test(symbol_list, start_date, end_date, opt_judge, strategy_params): - cerebro = bt.Cerebro() - set_cerebro(cerebro=cerebro, opt_judge=opt_judge) - get_data(symbol_list, cerebro, start_date=start_date, end_date=end_date) - if opt_judge is True : - cerebro.addstrategy(Shared_cash_pool, **strategy_params) - strat = cerebro.run()[0] - endingcash = cerebro.broker.get_value() - if endingcash <= 0: - endingcash = 0 - else: - pass - profit = endingcash - cerebro.broker.startingcash - max_dd = strat.analyzers.drawdown.get_analysis()["max"]["moneydown"] - fitness = profit / (max_dd if max_dd > 0 else 1) - return [fitness] - else: - cerebro.addstrategy(Shared_cash_pool) - strat = cerebro.run()[0] - print("========共享资金池组合回测========") - print(f"品种：{codes}") - print(f"回测区间：{get_date_from_int(start_date)}至{get_date_from_int(end_date)}") - text_report(cerebro=cerebro, strat=strat) - print("========共享资金池组合回测========") - cerebro.plot(pic) - - -class Shared_cash_pool(bt.Strategy): - params = {'period': 10} - - def __init__(self): - # 在这里添加并初始化需要使用的指标类 - - self.sma5 = dict() - self.ema15 = dict() - self.ma30 = dict() - self.macd = dict() - self.bolling_top = dict() - self.bolling_bot = dict() - - self.notify_flag = 0 - for index, data in enumerate(self.datas): - c = data.close - self.sma5[data] = MovingAverageSimple(c, period=self.p.period) - self.ema15[data] = ExponentialMovingAverage(c, period=self.p.period) - self.ma30[data]= MovingAverage() - self.macd[data] = MACD(c) - - self.bolling_top[data] = bt.indicators.BollingerBands(c, period=20).top - self.bolling_bot[data] = bt.indicators.BollingerBands(c, period=20).bot - - def next(self): - self.shared_cash() - - def notify_order(self, order): # 固定写法，查看订单情况 - if self.notify_flag: - # 查看订单情况 - if order.status in [order.Submitted, order.Accepted]: # 接受订单交易，正常情况 - return - if order.status in [order.Completed]: - if order.isbuy(): - print(f"已买入:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"买入价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.issell(): - print(f"已卖出:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"卖出价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.status is order.Canceled: - print('订单取消') - elif order.status is order.Rejected: - print('金额不足拒绝交易') - elif order.status is order.Margin: - print('保证金不足') - else: - pass - - # 共享资金池组合回测 - def shared_cash(self): - for data in self.datas: - size = self.calculate_quantity(data) - - self.buy_function(line=data, size=size) - self.sell_function(line=data, size=size) - - def buy_function(self, line, size): - - close_over_sma = line.close > self.sma5[line][0] - close_over_ema = line.close > self.ema15[line][0] - sma_ema_diff = self.sma5[line][0] - self.ema15[line][0] - # buy_cond = self.indicatordict[line][0] > self.indicatordict[line][-1] > self.indicatordict[line][-2] - buy_cond = (close_over_sma and close_over_ema and sma_ema_diff > 0) or line.close == self.bolling_top[line][0] - - # 这里最后要被替换成直接调用策略类，外部传入 - if buy_cond and self.broker.get_value() > 0: - ''' - 满足策略条件，则进行买入 - ''' - buy_order = self.buy(data=line, size=size) - return buy_order - else: - pass - - def sell_function(self, line, size): - # sell_cond = self.indicatordict[line][0] < self.indicatordict[line][-1] < self.indicatordict[line][-2] - sell_cond = line.close < self.sma5[line] - # 这里最后要被替换成直接调用策略类，外部传入 - if sell_cond and self.getposition(line): # 获取当前的总资金: - ''' - 满足策略条件，则进行卖出 - ''' - sell_order = self.close(data=line, size=size) - return sell_order - else: - pass - - def calculate_quantity(self, line) -> int: - # 在这里根据策略的逻辑计算交易数量 - # 返回一个整数表示交易数量 - total_value = self.broker.get_value() # 获取当前的总资金 - available_value = total_value * 0.05 # 可用资金为总资金的5% - close_price = line.close[0] # 当前品种的收盘价 - quantity = int(available_value / close_price) # 计算交易数量，取整数 - - return quantity - - def print_position(self, line) -> None: - pos = self.getposition(line) - print(f"品种: {line._name} 的当前仓位: {pos.size} @price: {pos.price}") - - -class Solo_cash_pool(bt.Strategy): - params = {'N1': 10, "N2": 20, "N3": 30} - - def __init__(self): - # 在这里添加并初始化需要使用的指标类 - self.indicatordict = dict() - self.notify_flag = 0 - - self.indicatordict['SMA5'] = MovingAverageSimple(peirod=self.p.N1) - self.indicatordict['EMA15'] = ExponentialMovingAverage(peirod=self.p.N2) - self.indicatordict['MA30'] = MovingAverage(peirod=self.p.N3) - - def next(self): - self.solo_cash() - - def notify_order(self, order): # 固定写法，查看订单情况 - if self.notify_flag: - # 查看订单情况 - if order.status in [order.Submitted, order.Accepted]: # 接受订单交易，正常情况 - return - if order.status in [order.Completed]: - if order.isbuy(): - print(f"已买入:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"买入价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.issell(): - print(f"已卖出:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"卖出价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.status is order.Canceled: - print('订单取消') - elif order.status is order.Rejected: - print('金额不足拒绝交易') - elif order.status is order.Margin: - print('保证金不足') - else: - pass - - def solo_cash(self): - size = self.calculate_quantity(self.datas[0]) - self.buy_function(size=size) - self.sell_function() - - def buy_function(self, size): - close_over_sma = self.close > self.indicatordict['SMA5'][0] - close_over_ema = self.close > self.indicatordict['EMA15'][0] - sma_ema_diff = self.indicatordict['SMA5'][0] - self.indicatordict['EMA'][0] - buy_cond = (close_over_sma and close_over_ema and sma_ema_diff > 0) - - # buy_cond = self.indicatordict['MACD'][0] > self.indicatordict['MACD'][-1] > self.indicatordict['MACD'][-2] - if buy_cond and self.broker.get_value() > 0: - ''' - 满足策略条件，则进行买入 - ''' - buy_order = self.buy(size=size) - return buy_order - else: - pass - - def sell_function(self): - sell_cond = self.close < self.indicatordict['SMA5'][0] - - # sell_cond = self.indicatordict['MACD'][0] < self.indicatordict['MACD'][-1] < self.indicatordict['MACD'][-2] - if sell_cond and self.getposition(): - ''' - 满足策略条件，则进行卖出 - ''' - sell_order = self.close() - return sell_order - else: - pass - - def calculate_quantity(self, data) -> int: - # 在这里根据策略的逻辑计算交易数量 - # 返回一个整数表示交易数量 - - total_value = self.broker.get_value() # 获取当前的总资金 - available_value = total_value * 0.05 # 可用资金为总资金的5% - close_price = data.close # 当前品种的收盘价 - quantity = int(available_value / close_price) # 计算交易数量，取整数 - return quantity - - def print_position(self, line) -> None: - pos = self.getposition(line) - print(f"品种: {line._name} 的当前仓位: {pos.size} @price: {pos.price}") - - -# 遗传算法（计算速度较慢） -def GA(PARAM_NAMES, NGEN): - # 遗传算法优化参数模块 - random.seed(1) - # GA parameters - PARAM_NAMES = PARAM_NAMES - NGEN = NGEN - NPOP = 8 - CXPB = 0.5 - MUTPB = 0.3 - - def set_toolbox(): - toolbox = base.Toolbox() - toolbox.register("indices", random.sample, range(NPOP), NPOP) - toolbox.register("mate", tools.cxUniform, indpb=CXPB) - toolbox.register("mutate", tools.mutUniformInt, low=1, up=151, indpb=0.2) - - toolbox.register("select", tools.selTournament, tournsize=3) - toolbox.register("evaluate", evaluate) - #设置三个策略参数的遗传范围 - while 1: - try: - for name in PARAM_NAMES: - start=int(input(f"请输入参数{name}的优化范围下限:\n")) - end = int(input(f"请输入参数{name}的优化范围上限:\n")) - toolbox.register(f"attr_{name}", random.randint, start, end) - break - except ValueError: - print("非法输入，请重试！") - continue - - toolbox.register( - "individual", - tools.initCycle, - creator.Individual, - ( - toolbox.attr_period, - - - ), - ) - toolbox.register("population", tools.initRepeat, list, toolbox.individual) - return toolbox - - def evaluate(individual, log=False): - # convert list of parameter values into dictionary of kwargs - strategy_params = {k: v for k, v in zip(PARAM_NAMES, individual)} - # 设定策略参数之间的大小关系 - # if strategy_params["N1"] >= strategy_params["N2"]: - # return [-np.inf] - while 1: - print("*************************************************************************************") - choose = input("请选择策略优化所使用的回测模式：\n1.批量独立资金池回测\n2.共享资金池回测\n(输入：“0”结束选择)\n") - codes, start_date, end_date = input_stockInformation() - if choose == "1": - batch_test(symbol_list=codes, start_date=start_date, end_date=end_date, opt_judge=True, - strategy_params=strategy_params) - break - if choose == "2": - shared_cash_test(symbol_list=codes, start_date=start_date, end_date=end_date, opt_judge=True, - strategy_params=strategy_params) - break - if choose == "0": - break - if choose == "": - print("输入为空！请重试！！！") - continue - else: - print("非法输入！请重试！！！") - continue - - creator.create("FitnessMax", base.Fitness, weights=(1.0,)) - creator.create("Individual", list, fitness=creator.FitnessMax) - toolbox = set_toolbox() - mean = np.ndarray(NGEN) - best = np.ndarray(NGEN) - hall_of_fame = tools.HallOfFame(maxsize=3) - - t = time.perf_counter() - pop = toolbox.population(n=NPOP) - for g in range(NGEN): - print(f"num:{g}") - # Select the next generation individuals - offspring = toolbox.select(pop, len(pop)) - # Clone the selected individuals - offspring = list(map(toolbox.clone, offspring)) - # Apply crossover on the offspring - print(offspring) - for child1, child2 in zip(offspring[::2], offspring[1::2]): - if random.random() < CXPB: - toolbox.mate(child1, child2) - del child1.fitness.values - del child2.fitness.values - # Apply mutation on the offspring - for mutant in offspring: - if random.random() < MUTPB: - toolbox.mutate(mutant) - del mutant.fitness.values - # Evaluate the individuals with an invalid fitness - invalid_ind = [ind for ind in offspring if not ind.fitness.valid] - fitnesses = toolbox.map(toolbox.evaluate, invalid_ind) - print(invalid_ind) - print(fitnesses) - for ind, fit in zip(invalid_ind, fitnesses): - ind.fitness.values = fit - # The population is entirely replaced by the offspring - pop[:] = offspring - hall_of_fame.update(pop) - print( - "HALL OF FAME:\n" - + "\n".join( - [ - f" {_}: {ind}, Fitness: {ind.fitness.values[0]}" - for _, ind in enumerate(hall_of_fame) - ] - ) - ) - fitnesses = [ - ind.fitness.values[0] for ind in pop if not np.isinf(ind.fitness.values[0]) - ] - mean[g] = np.mean(fitnesses) - best[g] = np.max(fitnesses) - end_t = time.perf_counter() - print(f"Time Elapsed: {end_t - t:,.2f}") - return hall_of_fame[0] - - -# 调用优化参数时优化这个 -def Ga_Opt_params(): - param_names = [] - while 1: - try: - ngen = int(input("请输入遗传算法遗传代数：(输入“+”结束)\n")) - break - except ValueError: - print("非法输入！请重试！！！") - continue - while 1: - name = input("请输入参数名称：(输入”+“结束)\n") - if name is "+": - break - else: - param_names.append(name) - - opt = dict(zip(param_names, GA(param_names, ngen))) - return opt - - -# =============== 系统设置 ================== -def set_cerebro(cerebro, opt_judge): - public_cash = 100000000 - commission = 0.00025 - cerebro.broker.setcash(public_cash) # 设置初始资金 - cerebro.broker.set_coc(False) - cerebro.broker.setcommission(commission=commission) - if opt_judge is True: - cerebro.addanalyzer(bt.analyzers.DrawDown) - else: - add_analysers(cerebro=cerebro) - add_plotElements(cerebro=cerebro) - print("数据加载中.....") - time.sleep(3) - print("回测进行中.....") - time.sleep(3) - - -# =============== 主函数 ================== -if __name__ == '__main__': - # =============== 回测数据信息 ================== - - pic = Bokeh(style='bar', plot_mode='single', scheme=Tradimo()) - while 1: - print("*************************************************************************************") - choose = input("请选择功能：\n1.批量独立资金池回测\n2.共享资金池回测\n3.策略参数优化\n(输入：“*”退出系统)\n") - if choose == "1": - codes, start_date, end_date = input_stockInformation() - batch_test(symbol_list=codes, start_date=start_date, end_date=end_date, opt_judge=False, - strategy_params=None) - continue - if choose == "2": - codes, start_date, end_date = input_stockInformation() - shared_cash_test(symbol_list=codes, start_date=start_date, end_date=end_date, opt_judge=False, - strategy_params=None) - continue - if choose == "3": - Ga_Opt_params() - continue - if choose == "*": - print("系统已退出！") - break - if choose == "": - print("输入为空！请重试！！！") - continue - else: - print("非法输入！请重试！！！") - continue - -# note:1.加入参数优化 2.加入回测报告可视化展示指标选择功能 3.再来一个批量模型回测 diff --git a/BackTrader/AddPos.py b/BackTrader/AddPos.py deleted file mode 100644 index 3d09be03..00000000 --- a/BackTrader/AddPos.py +++ /dev/null @@ -1,84 +0,0 @@ -import backtrader as bt -import Log_Func - -class addpos(bt.Strategy): - - - def rebalance_long_positions(self): - Log_Func.Log.log(self,f"Checking Long Position Now") - current_value=self.broker.getvalue() - Log_Func.Log.log(self,f"Total Value:{current_value:.2f}") - held_assets=[data for data in self.datas if self.getposition(data).size>0] - for data in held_assets: - position=self.getposition(data) - if position.size!=0: - current_price=data.close[0] - current_pos_value=position.size*current_price - target_pos_value=current_value*self.target_percent - target_pos=int(target_pos_value/current_price) - - Log_Func.Log.log(self,f"{data._name}:Long Position Now:{position.size:.2f},Value Now:{current_pos_value:.2f}") - Log_Func.Log.log(self,f"{data._name}:Target Long Position:{target_pos:.2f},Target Value:{target_pos_value:.2f}") - - delta_size=target_pos-position.size - - if delta_size>0: - Log_Func.Log.log(self,f"Rebalance Buy In:{data._name} for {delta_size:.2f}") - self.buy(data=data,size=delta_size) - - elif delta_size<0: - Log_Func.Log.log(self,f"Rebalance Sold:{data._name} for {delta_size:.2f}") - self.sell(data=data,size=delta_size) - - elif delta_size==0: - pass - def rebalance_short_positions(self): - Log_Func.Log.log(self,f"Checking Short Position Now") - current_value=self.broker.getvalue() - Log_Func.Log.log(self,f"Total Value:{current_value:.2f}") - held_assets=[data for data in self.datas if self.getposition(data).size<0] - for data in held_assets: - position=self.getposition(data) - if position.size!=0: - current_price=data.close[0] - current_pos_value=position.size*current_price - target_pos_value=current_value*self.target_percent*(-1) - target_pos=int(target_pos_value/current_price) - - Log_Func.Log.log(self,f"{data._name}:Short Position Now:{position.size:.2f},Value Now:{current_pos_value:.2f}") - Log_Func.Log.log(self,f"{data._name}:Target Short Position:{target_pos:.2f},Target Value:{target_pos_value:.2f}") - - delta_size=target_pos-position.size - - if delta_size>0: - Log_Func.Log.log(self,f"Rebalance Close Short:{data._name} for {delta_size:.2f}") - self.buy(data=data,size=delta_size) - - elif delta_size<0: - Log_Func.Log.log(self,f"Rebalance Open Short:{data._name} for {delta_size:.2f}") - self.sell(data=data,size=delta_size) - - elif delta_size==0: - pass - - - def allocate_proceeds(self,proceeds,sold_data): - held_assets=[data for data in self.datas if self.getposition(data).size>0 and data!=sold_data] - num_held=len(held_assets) - - if num_held==0: - self.log(self,"No assets held to allocate proceeds.") - return - - allocation_per_asset=proceeds/num_held - - self.log(self,f"Allocating {allocation_per_asset:.2f} to each of {num_held} held assets.") - - for data in held_assets: - size=int(allocation_per_asset/data.close[0]) - if size>0: - Log_Func.Log.log(self,f"ALLOCATE BUY,{data._name},Size:{size},Price:{data.close[0]:.2f}") - self.buy(data=data,size=size) - Log_Func.Log.log(self,"The Buying Above is Rebuy.") - else: - Log_Func.Log.log(self,f'Insufficient allocation for {data._name},Allocation:{allocation_per_asset:.2f},Price:{data.close[0]:.2f}') \ No newline at end of file diff --git a/BackTrader/BackTest_Control.py b/BackTrader/BackTest_Control.py deleted file mode 100644 index 8e013f5e..00000000 --- a/BackTrader/BackTest_Control.py +++ /dev/null @@ -1,53 +0,0 @@ -import backtrader as bt -from DataGet import DataGet -from BackTestSetup import BackTestSetup -from Solo_cash_pool import Solo_cash_pool -from DataIO import DataIO -from backtrader_plotting import Bokeh # 导入Bokeh模块，用于绘制回测结果的图表 -from backtrader_plotting.schemes import Tradimo # 导入Bokeh的绘图方案 -from Shared_cash_pool import Shared_cash_pool - -class BackTest: - @staticmethod - def batch_test(symbol_list, start_date, end_date): - """ - 批量回测，针对多个品种进行回测 - :param symbol_list: 品种代码列表 - :param start_date: 回测开始日期 - :param end_date: 回测结束日期 - """ - for symbol in symbol_list: - cerebro = bt.Cerebro() # 创建Backtrader回测引擎 - BackTestSetup.set_cerebro(cerebro=cerebro, opt_judge=False) # 设置回测引擎 - cerebro.addstrategy(Solo_cash_pool) # 添加策略（单独资金池策略） - DataGet.get_data(codes=symbol, cerebro=cerebro, start_date=start_date, end_date=end_date) # 获取数据 - strat = cerebro.run()[0] # 运行回测并获取策略实例 - print("========独立资金池批量回测========") - print(f"品种：{symbol}") - print(f"回测区间：{DataGet.get_date_from_int(start_date)}至{DataGet.get_date_from_int(end_date)}") - DataIO.text_report(cerebro=cerebro, strat=strat) # 输出回测报告 - print("========独立资金池批量回测========") - pic = Bokeh(style='bar', plot_mode='single', scheme=Tradimo()) # 使用Bokeh绘图 - cerebro.plot(pic) # 绘制回测结果 - - @staticmethod - def shared_cash_test(symbol_list, start_date, end_date): - """ - 使用共享资金池进行回测 - :param symbol_list: 品种代码列表 - :param start_date: 回测开始日期 - :param end_date: 回测结束日期 - """ - cerebro = bt.Cerebro() # 创建Backtrader回测引擎 - cerebro.broker.set_coc(True) - BackTestSetup.set_cerebro(cerebro=cerebro, opt_judge=False) # 设置回测引擎 - cerebro.addstrategy(Shared_cash_pool) # 添加策略（共享资金池策略） - DataGet.get_data(cerebro=cerebro, codes=symbol_list, start_date=start_date, end_date=end_date) # 获取数据 - strat = cerebro.run()[0] # 运行回测并获取策略实例 - print("========共享资金池组合回测========") - print(f"品种：{symbol_list}") - print(f"回测区间：{DataGet.get_date_from_int(start_date)}至{DataGet.get_date_from_int(end_date)}") - DataIO.text_report(cerebro=cerebro, strat=strat) # 输出回测报告 - print("========共享资金池组合回测========") - pic = Bokeh(style='bar', plot_mode='single', scheme=Tradimo()) # 使用Bokeh绘图 - cerebro.plot(pic) # 绘制回测结果 \ No newline at end of file diff --git a/BackTrader/Backtrader_systemv3.py b/BackTrader/Backtrader_systemv3.py deleted file mode 100644 index 77ca0a5f..00000000 --- a/BackTrader/Backtrader_systemv3.py +++ /dev/null @@ -1,1067 +0,0 @@ -import numpy as np # 导入NumPy库，用于高效的数值计算 -import pandas as pd # 导入Pandas库，用于数据处理和分析 -import tushare as ts # 导入Tushare库，用于获取股票数据 -import time # 导入时间模块，用于时间相关操作 -from backtrader.analyzers import * # 导入Backtrader分析器，用于回测结果的分析 -from backtrader.indicators import * # 导入Backtrader指标模块，用于策略开发中的技术指标 -from backtrader_plotting import Bokeh # 导入Bokeh模块，用于绘制回测结果的图表 -from backtrader_plotting.schemes import Tradimo # 导入Bokeh的绘图方案 -import datetime # 导入日期时间模块，用于处理时间 -import optunity # 导入Optunity库，用于超参数优化 - -# =============== 数据获取与处理类 ================== -class DataGet: - @staticmethod - def get_str_date_from_int(date_int): - """ - 将日期的整数格式（yyyyMMdd）转换为字符串格式（yyyy-mm-dd） - :param date_int: 日期的整数表示 - :return: 格式化后的日期字符串 - """ - try: - date_int = int(date_int) - except ValueError: - date_int = int(date_int.replace("-", "")) - year = date_int // 10000 # 获取年份 - month = (date_int % 10000) // 100 # 获取月份 - day = date_int % 100 # 获取日期 - - return "%d-%02d-%02d" % (year, month, day) - - @staticmethod - def get_date_from_int(date_int): - """ - 将日期的整数格式（yyyyMMdd）转换为日期对象 - :param date_int: 日期的整数表示 - :return: 转换后的日期对象 - """ - date_str = DataGet.get_str_date_from_int(date_int) - return datetime.datetime.strptime(date_str, "%Y-%m-%d").date() - - @staticmethod - def login_ts(): - """ - 登录Tushare，获取pro_api接口 - :return: 返回Tushare pro_api实例 - """ - token = '7c15d8db9ccc0383e40eb7487930fa9eb88eaca08573fe1da440aa54' - ts.set_token(token) # 设置Tushare Token - pro = ts.pro_api(token) # 获取Tushare pro接口 - return pro - - @staticmethod - def get_data(codes, cerebro, start_date, end_date): - """ - 获取指定股票/期货代码的数据，并将其添加到回测引擎（Cerebro）中 - :param codes: 股票/期货代码（可以是单个代码或多个代码的列表） - :param cerebro: Backtrader回测引擎实例 - :param start_date: 回测开始日期 - :param end_date: 回测结束日期 - """ - pro = DataGet.login_ts() # 登录Tushare接口 - code_list = codes if isinstance(codes, list) else codes.split() # 确保codes是列表形式 - # 加载数据 - for code in code_list: - df = pro.daily(ts_code=f"{code}", start_date=start_date, end_date=end_date) # 获取日线数据 - df['trade_date'] = pd.to_datetime(df['trade_date']) # 转换交易日期为日期类型 - df.set_index('trade_date', inplace=True) # 将交易日期设为索引 - df['openinterest'] = 0 # 初始化持仓量为0 - df = df[['open', 'high', 'low', 'close', 'vol', 'openinterest']].rename(columns={'vol': 'volume'}) # 重命名列 - df = df.sort_index() # 按日期排序数据 - data = bt.feeds.PandasData(dataname=df) # 转换为Backtrader的Pandas数据格式 - cerebro.adddata(data, name=code) # 将数据添加到回测引擎中 - -# =============== 回测控制类 ================== -class BackTest: - @staticmethod - def batch_test(symbol_list, start_date, end_date): - """ - 批量回测，针对多个品种进行回测 - :param symbol_list: 品种代码列表 - :param start_date: 回测开始日期 - :param end_date: 回测结束日期 - """ - for symbol in symbol_list: - cerebro = bt.Cerebro() # 创建Backtrader回测引擎 - BackTestSetup.set_cerebro(cerebro=cerebro, opt_judge=False) # 设置回测引擎 - cerebro.addstrategy(Solo_cash_pool) # 添加策略（单独资金池策略） - DataGet.get_data(codes=symbol, cerebro=cerebro, start_date=start_date, end_date=end_date) # 获取数据 - strat = cerebro.run()[0] # 运行回测并获取策略实例 - print("========独立资金池批量回测========") - print(f"品种：{symbol}") - print(f"回测区间：{DataGet.get_date_from_int(start_date)}至{DataGet.get_date_from_int(end_date)}") - DataIO.text_report(cerebro=cerebro, strat=strat) # 输出回测报告 - print("========独立资金池批量回测========") - pic = Bokeh(style='bar', plot_mode='single', scheme=Tradimo()) # 使用Bokeh绘图 - cerebro.plot(pic) # 绘制回测结果 - - @staticmethod - def shared_cash_test(symbol_list, start_date, end_date): - """ - 使用共享资金池进行回测 - :param symbol_list: 品种代码列表 - :param start_date: 回测开始日期 - :param end_date: 回测结束日期 - """ - cerebro = bt.Cerebro() # 创建Backtrader回测引擎 - BackTestSetup.set_cerebro(cerebro=cerebro, opt_judge=False) # 设置回测引擎 - cerebro.addstrategy(Shared_cash_pool) # 添加策略（共享资金池策略） - DataGet.get_data(cerebro=cerebro, codes=symbol_list, start_date=start_date, end_date=end_date) # 获取数据 - strat = cerebro.run()[0] # 运行回测并获取策略实例 - print("========共享资金池组合回测========") - print(f"品种：{symbol_list}") - print(f"回测区间：{DataGet.get_date_from_int(start_date)}至{DataGet.get_date_from_int(end_date)}") - DataIO.text_report(cerebro=cerebro, strat=strat) # 输出回测报告 - print("========共享资金池组合回测========") - pic = Bokeh(style='bar', plot_mode='single', scheme=Tradimo()) # 使用Bokeh绘图 - cerebro.plot(pic) # 绘制回测结果 - -# =============== 共享资金池策略类 ================== - -class Shared_cash_pool(bt.Strategy): - """ - 共享资金池策略类，主要用于管理多个品种的买卖决策，策略基于不同的技术指标。 - """ - - def __init__(self): - """ - 初始化共享资金池策略中的指标，确保每个品种的技术指标独立计算。 - """ - self.sma5 = dict() # 5日简单移动平均 - self.ema15 = dict() # 15日指数加权移动平均 - self.bolling_top = dict() # 布林带上轨 - self.bolling_bot = dict() # 布林带下轨 - self.notify_flag = 0 # 控制是否打印订单状态 - for index, data in enumerate(self.datas): - c = data.close - self.sma5[data] = MovingAverageSimple(c) # 初始化5日简单移动均线 - self.ema15[data] = ExponentialMovingAverage(c) # 初始化15日指数加权移动均线 - self.bolling_top[data] = bt.indicators.BollingerBands(c, period=20).top # 初始化布林带上轨 - self.bolling_bot[data] = bt.indicators.BollingerBands(c, period=20).bot # 初始化布林带下轨 - - def next(self): - """ - 每个时间步执行共享资金池策略。 - """ - self.shared_cash() # 执行共享资金池策略 - - def notify_order(self, order): - """ - 通知订单状态，用于查看订单执行情况。 - """ - if self.notify_flag: - if order.status in [order.Submitted, order.Accepted]: # 订单被接受，等待执行 - return - if order.status in [order.Completed]: - if order.isbuy(): # 买入订单完成 - print(f"已买入:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"买入价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.issell(): # 卖出订单完成 - print(f"已卖出:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"卖出价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.status is order.Canceled: - print('订单取消') - elif order.status is order.Rejected: - print('金额不足拒绝交易') - elif order.status is order.Margin: - print('保证金不足') - else: - pass - - def shared_cash(self): - """ - 根据共享资金池策略的条件进行每个品种的买入或卖出。 - """ - for data in self.datas: - size = self.calculate_quantity(data) # 计算交易数量 - - self.buy_function(line=data, size=size) # 执行买入操作 - self.sell_function(line=data, size=size) # 执行卖出操作 - - def buy_function(self, line, size): - """ - 执行买入操作，当满足买入条件时，调用Backtrader的买入函数。 - """ - close_over_sma = line.close > self.sma5[line][0] # 当前价格高于5日均线 - close_over_ema = line.close > self.ema15[line][0] # 当前价格高于15日指数均线 - sma_ema_diff = self.sma5[line][0] - self.ema15[line][0] # 计算5日均线与15日均线的差值 - buy_cond = (close_over_sma and close_over_ema and sma_ema_diff > 0) or line.close == self.bolling_top[line][0] # 满足买入条件 - - if buy_cond and self.broker.get_value() > 0: # 确保资金充足 - buy_order = self.buy(data=line, size=size) # 执行买入 - return buy_order - else: - pass - - def sell_function(self, line, size): - """ - 执行卖出操作，当满足卖出条件时，调用Backtrader的卖出函数。 - """ - sell_cond = line.close < self.sma5[line] # 当前价格低于5日均线 - - if sell_cond and self.getposition(line): # 当前持有仓位时执行卖出 - sell_order = self.close(data=line, size=size) # 执行卖出 - return sell_order - else: - pass - - def calculate_quantity(self, line) -> int: - """ - 根据可用资金计算每次交易的数量。 - """ - total_value = self.broker.get_value() # 获取总资金 - available_value = total_value * 0.05 # 可用资金为总资金的5% - close_price = line.close[0] # 当前价格 - quantity = int(available_value / close_price) # 计算购买数量 - return quantity - - def print_position(self, line) -> None: - """ - 打印当前持仓信息。 - """ - pos = self.getposition(line) - print(f"品种: {line._name} 的当前仓位: {pos.size} @price: {pos.price}") - - -# =============== 独立资金池策略类 ================== - -class Solo_cash_pool(bt.Strategy): - """ - 独立资金池策略类，适用于每次交易只涉及一个品种的回测。 - """ - - def __init__(self): - """ - 初始化独立资金池策略中的各类指标。 - """ - self.indicatordict = dict() # 存储各类技术指标 - self.notify_flag = 0 # 控制是否打印订单状态 - - # 初始化技术指标 - self.indicatordict['SMA5'] = MovingAverageSimple() # 5日简单移动平均线 - self.indicatordict['EMA15'] = ExponentialMovingAverage() # 15日指数移动平均线 - self.indicatordict['MA30'] = MovingAverage() # 30日移动平均线 - self.indicatordict['MACD'] = MACDHisto() # MACD指标的柱状图 - - def next(self): - """ - 每个时间步执行独立资金池策略。 - """ - self.solo_cash() # 执行独立资金池策略逻辑 - - def notify_order(self, order): - """ - 通知订单状态，用于查看订单执行情况。 - """ - if self.notify_flag: - # 查看订单情况 - if order.status in [order.Submitted, order.Accepted]: - return # 订单已提交或接受，等待执行 - if order.status in [order.Completed]: - if order.isbuy(): - # 买入订单完成 - print(f"已买入:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"买入价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.issell(): - # 卖出订单完成 - print(f"已卖出:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"卖出价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.status is order.Canceled: - print('订单取消') - elif order.status is order.Rejected: - print('金额不足，拒绝交易') - elif order.status is order.Margin: - print('保证金不足') - else: - pass # 不打印订单状态 - - def solo_cash(self): - """ - 根据独立资金池策略的条件进行买入或卖出操作。 - """ - size = self.calculate_quantity(self.datas[0]) # 计算交易数量 - self.buy_function(size=size) # 执行买入操作 - self.sell_function() # 执行卖出操作 - - def buy_function(self, size): - """ - 执行买入操作，当满足买入条件时，调用Backtrader的买入函数。 - """ - close_over_sma = self.datas[0].close > self.indicatordict['SMA5'][0] # 当前价格高于5日均线 - close_over_ema = self.datas[0].close > self.indicatordict['EMA15'][0] # 当前价格高于15日指数均线 - sma_ema_diff = self.indicatordict['SMA5'][0] - self.indicatordict['EMA15'][0] # 5日均线与15日均线的差值 - - buy_cond = (close_over_sma or close_over_ema) and (sma_ema_diff > 0) # 定义买入条件 - - if buy_cond and self.broker.get_value() > 0: # 检查是否满足买入条件且有足够资金 - buy_order = self.buy(size=size) # 执行买入操作 - return buy_order - else: - pass # 不满足买入条件，跳过 - - def sell_function(self): - """ - 执行卖出操作，当满足卖出条件时，调用Backtrader的卖出函数。 - """ - sell_cond = self.datas[0].close < self.indicatordict['SMA5'][0] # 当前价格低于5日均线 - - if sell_cond and self.getposition(): # 检查是否满足卖出条件且持有仓位 - sell_order = self.close() # 执行卖出操作 - return sell_order - else: - pass # 不满足卖出条件，跳过 - - def calculate_quantity(self, data) -> int: - """ - 根据策略的逻辑计算交易数量，返回一个整数表示交易数量。 - """ - total_value = self.broker.get_value() # 获取当前总资金 - available_value = total_value * 0.05 # 可用资金为总资金的5% - close_price = data.close[0] # 当前收盘价 - quantity = int(available_value / close_price) # 计算交易数量，取整数 - return quantity - - def print_position(self, line) -> None: - """ - 打印当前持仓信息。 - """ - pos = self.getposition(line) - print(f"品种: {line._name} 的当前仓位: {pos.size} @price: {pos.price}") - -# =============== 策略参数优化共享资金池策略类 ================== - -class OptSharedCash(bt.Strategy): - """ - 策略参数优化共享资金池策略类，使用参数优化技术对共享资金池策略进行调整。 - """ - params = dict(N1=10, N2=20) # 定义策略参数，可用于优化 - - def __init__(self): - """ - 初始化策略，创建并初始化需要的指标，并根据传入的参数调整指标的周期。 - """ - # 创建指标字典 - self.sma5 = dict() # 简单移动平均线，周期为N1 - self.ema15 = dict() # 指数移动平均线，周期为N2 - self.ma30 = dict() # 移动平均线，默认周期 - self.bolling_top = dict() # 布林带上轨 - self.bolling_bot = dict() # 布林带下轨 - self.notify_flag = 0 # 控制是否打印订单通知 - - # 遍历所有数据集，为每个数据集计算对应的指标 - for index, data in enumerate(self.datas): - c = data.close - # 使用传入的参数N1和N2来调整指标的周期 - self.sma5[data] = MovingAverageSimple(c, period=int(self.p.N1)) # 简单移动平均线，周期为N1 - self.ema15[data] = ExponentialMovingAverage(c, period=int(self.p.N2)) # 指数移动平均线，周期为N2 - self.ma30[data] = MovingAverage(c) # 默认周期的移动平均线 - # 初始化布林带指标 - self.bolling_top[data] = bt.indicators.BollingerBands(c, period=20).top # 布林带上轨 - self.bolling_bot[data] = bt.indicators.BollingerBands(c, period=20).bot # 布林带下轨 - - def next(self): - """ - 每个时间步执行策略操作。 - """ - self.shared_cash() # 执行共享资金池策略 - - def notify_order(self, order): - """ - 订单状态通知，用于监控订单的执行状态。 - """ - if self.notify_flag: - # 查看订单情况 - if order.status in [order.Submitted, order.Accepted]: - return # 订单已提交或被接受，等待执行 - if order.status in [order.Completed]: - if order.isbuy(): - # 买入订单已完成 - print(f"已买入:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"买入价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.issell(): - # 卖出订单已完成 - print(f"已卖出:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"卖出价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.status == order.Canceled: - print('订单取消') - elif order.status == order.Rejected: - print('金额不足拒绝交易') - elif order.status == order.Margin: - print('保证金不足') - else: - pass # 不打印订单通知 - - def shared_cash(self): - """ - 共享资金池策略的核心逻辑，遍历所有数据集，计算交易数量，执行买入和卖出操作。 - """ - for data in self.datas: - size = self.calculate_quantity(data) # 计算交易数量 - self.buy_function(line=data, size=size) # 执行买入操作 - self.sell_function(line=data, size=size) # 执行卖出操作 - - def buy_function(self, line, size): - """ - 根据策略条件执行买入操作。 - """ - # 定义买入条件 - close_over_sma = line.close > self.sma5[line][0] # 当前价格高于简单移动平均线 - close_over_ema = line.close > self.ema15[line][0] # 当前价格高于指数移动平均线 - sma_ema_diff = self.sma5[line][0] - self.ema15[line][0] # 简单均线与指数均线的差值 - # 满足以下条件之一即可买入 - buy_cond = (close_over_sma and close_over_ema and sma_ema_diff > 0) or \ - (line.close == self.bolling_top[line][0]) # 价格等于布林带上轨 - - if buy_cond and self.broker.get_value() > 0: - # 满足买入条件且有足够资金，执行买入 - buy_order = self.buy(data=line, size=size) - return buy_order - else: - pass # 不满足买入条件，跳过 - - def sell_function(self, line, size): - """ - 根据策略条件执行卖出操作。 - """ - # 定义卖出条件 - sell_cond = self.indicatordict[line][0] < self.indicatordict[line][-1] < self.indicatordict[line][-2] - # sell_cond = line.close < self.sma5[line] # 另一种卖出条件（注释掉的备选方案） - - if sell_cond and self.getposition(line): - # 满足卖出条件且持有仓位，执行卖出 - sell_order = self.close(data=line, size=size) - return sell_order - else: - pass # 不满足卖出条件，跳过 - - def calculate_quantity(self, line) -> int: - """ - 根据可用资金和当前价格计算交易数量。 - 返回一个整数表示交易数量。 - """ - total_value = self.broker.get_value() # 获取当前的总资金 - available_value = total_value * 0.05 # 可用资金为总资金的5% - close_price = line.close[0] # 当前收盘价 - quantity = int(available_value / close_price) # 计算交易数量，取整数 - - return quantity - - def print_position(self, line) -> None: - """ - 打印当前持仓信息。 - """ - pos = self.getposition(line) - print(f"品种: {line._name} 的当前仓位: {pos.size} @price: {pos.price}") - -# =============== 策略参数优化独立资金池策略类 ================== - -class OptSoloCash(bt.Strategy): - """ - 策略参数优化独立资金池策略类，适用于单个品种的回测，并支持参数优化。 - """ - - params = dict(N1=10, N2=20) # 定义策略参数N1和N2，用于指标的周期设定 - - def __init__(self): - """ - 初始化策略，创建并初始化需要的技术指标，并根据传入的参数调整指标的周期。 - """ - self.indicatordict = dict() # 存储各类技术指标 - self.notify_flag = 0 # 控制是否打印订单状态 - - # 初始化技术指标，使用策略参数N1和N2作为周期 - self.indicatordict['SMA5'] = MovingAverageSimple(self.datas[0].close, period=self.p.N1) # 简单移动平均线 - self.indicatordict['EMA15'] = ExponentialMovingAverage(self.datas[0].close, period=self.p.N2) # 指数移动平均线 - - def next(self): - """ - 每个时间步执行策略逻辑，包括买入和卖出操作。 - """ - self.solo_cash() # 执行独立资金池策略逻辑 - - def notify_order(self, order): - """ - 通知订单状态，用于查看订单的执行情况。 - """ - if self.notify_flag: - # 查看订单状态 - if order.status in [order.Submitted, order.Accepted]: - return # 订单已提交或被接受，等待执行 - if order.status in [order.Completed]: - if order.isbuy(): - # 买入订单完成 - print(f"已买入: {self.data._name}") - print(f"数量: {order.executed.size}") - print(f"买入价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.issell(): - # 卖出订单完成 - print(f"已卖出: {self.data._name}") - print(f"数量: {order.executed.size}") - print(f"卖出价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.status == order.Canceled: - print('订单取消') - elif order.status == order.Rejected: - print('金额不足，拒绝交易') - elif order.status == order.Margin: - print('保证金不足') - else: - pass # 不打印订单状态 - - def solo_cash(self): - """ - 根据策略的条件执行买入和卖出操作。 - """ - size = self.calculate_quantity(self.datas[0]) # 计算交易数量 - self.buy_function(size=size) # 执行买入操作 - self.sell_function() # 执行卖出操作 - - def buy_function(self, size): - """ - 执行买入操作，当满足买入条件时，调用Backtrader的买入函数。 - """ - # 获取当前的收盘价和指标值 - current_close = self.datas[0].close[0] - sma_value = self.indicatordict['SMA5'][0] - ema_value = self.indicatordict['EMA15'][0] - - # 定义买入条件 - close_over_sma = current_close > sma_value # 当前价格高于SMA - close_over_ema = current_close > ema_value # 当前价格高于EMA - sma_ema_diff = sma_value - ema_value # SMA与EMA的差值 - - buy_cond = close_over_sma and close_over_ema and sma_ema_diff > 0 # 满足所有条件 - - if buy_cond and self.broker.get_cash() >= current_close * size: - # 满足买入条件且有足够资金，执行买入 - buy_order = self.buy(size=size) - return buy_order - else: - pass # 不满足买入条件或资金不足，跳过 - - def sell_function(self): - """ - 执行卖出操作，当满足卖出条件时，调用Backtrader的卖出函数。 - """ - # 获取当前的收盘价和SMA值 - current_close = self.datas[0].close[0] - sma_value = self.indicatordict['SMA5'][0] - - # 定义卖出条件 - sell_cond = current_close < sma_value # 当前价格低于SMA - - if sell_cond and self.getposition().size > 0: - # 满足卖出条件且持有仓位，执行卖出 - sell_order = self.close() - return sell_order - else: - pass # 不满足卖出条件或无持仓，跳过 - - def calculate_quantity(self, data) -> int: - """ - 根据策略的逻辑计算交易数量，返回一个整数表示交易数量。 - """ - total_value = self.broker.get_value() # 获取当前的总资产 - available_value = total_value * 0.05 # 可用资金为总资金的5% - close_price = data.close[0] # 当前品种的收盘价 - quantity = int(available_value / close_price) # 计算交易数量，取整数 - - return quantity - - def print_position(self, line) -> None: - """ - 打印当前持仓信息。 - """ - pos = self.getposition(line) - print(f"品种: {line._name} 的当前仓位: {pos.size} @价格: {pos.price}") - - -# =============== 信息输入输出类 ================== - -class DataIO: - """ - 数据输入输出类，提供与用户交互的功能，包括获取股票代码、选择回测指标、设置参数优化等。 - """ - - @staticmethod - def get_stock_codes(): - """ - 获取当前所有正常上市交易的股票列表，并将其保存到本地文件'codes.csv'中。 - """ - # 登录Tushare获取数据接口 - pro = DataGet.login_ts() - # 获取上市状态为'L'（上市）的股票基本信息 - data = pro.stock_basic(exchange='', list_status='L', fields='ts_code,name,area,industry,list_date') - # 重命名列名为中文，方便显示 - new_col = ['code', '股票名', '地区', '行业', '上市日期'] - data.columns = new_col - # 将股票列表保存为CSV文件 - data.to_csv("codes.csv") - # 打印当前上市交易的品种列表 - print("========现有上市交易品种列表========") - print(data) - print("================================") - - @staticmethod - def show_stock_codes(): - """ - 显示所有上市交易的股票代码，并返回股票名称与代码、上市日期的对应字典。 - :return: 股票名称与其代码和上市日期的字典 - """ - # 设置Pandas显示选项，显示所有列和所有行 - pd.set_option('display.max_columns', None) - pd.set_option('display.max_rows', None) - # 读取之前保存的股票代码CSV文件 - data = pd.read_csv("./codes.csv", index_col=0) - # 重命名列名为中文 - new_col = ['code', '股票名', '地区', '行业', '上市日期'] - data.columns = new_col - # 打印股票代码列表 - print("===================现有上市交易品种代码列表===================") - print(data) - print("===============================================") - # 创建一个字典，用于存储股票名称与其代码和上市日期的对应关系 - name_dict = dict() - - # 遍历每一行数据，填充name_dict - for index, row in data.iterrows(): - information_list = list() - information_list.append(row['code']) # 添加股票代码 - information_list.append(row['上市日期']) # 添加上市日期 - name_dict[row['股票名']] = information_list # 键为股票名称，值为信息列表 - - return name_dict # 返回股票信息字典 - - @staticmethod - def input_stockInformation(): - """ - 交互式地获取用户想要回测的股票名称、回测起始日期和结束日期。 - :return: 用户选择的股票代码列表、回测起始日期和结束日期 - """ - # 显示股票代码列表并获取股票信息字典 - name_dict = DataIO.show_stock_codes() - - codes = list() # 存储用户选择的股票代码 - names = list() # 存储用户输入的股票名称 - print("请对应股票代码表输入，需要回测的股票名称,结束请输入“#” ") - print("===============================================") - # 循环获取用户输入的股票名称 - while True: - name = input("请继续输入：\n").strip() - if name == "#": - break # 输入'#'表示结束输入 - if name not in name_dict: - print("输入股票名不存在，请重新输入") - continue # 如果股票名称不存在，提示重新输入 - names.append(name) # 添加到名称列表中 - # 根据名称列表获取对应的股票代码 - for name in names: - codes.append(name_dict[name][0]) - # 获取回测的起始日期和结束日期 - while True: - if not names: - break # 如果没有选择任何股票，直接退出 - judge = True - try: - # 输入回测起始日期 - start_date = int(input("请按说明格式输入回测起始日期：\n（例如：若为2021年9月10日则应输入：20210910）\n").strip()) - if start_date == "": - print("输入为空！请重试！！！") - continue - except ValueError: - print("非法输入！请重试！！！") - continue - # 检查起始日期是否合法 - for name in names: - if int(name_dict[name][1]) > start_date: - print("起始日期不可早于该股票上市日期,请重新输入！！！") - print(f"股票：{name},上市日期为：{name_dict[name][1]}") - judge = False - break - if DataGet.get_date_from_int(start_date) > datetime.date.today(): - print("起始日期不可晚于今日，请重新输入！！！") - judge = False - break - - if not judge: - continue # 如果起始日期不合法，重新输入 - while True: - try: - # 输入回测结束日期 - end_date = int(input("请按说明格式输入回测结束日期：\n（例如：若为2021年9月10日则应输入：20210910）\n").strip()) - if DataGet.get_date_from_int(end_date) > datetime.date.today(): - print("结束日期不可晚于今日，请重新输入！！！") - continue - if end_date < start_date: - print("结束日期不可早于起始日期！！！请重试！！！") - continue - break # 结束日期输入正确，退出循环 - except ValueError: - print("非法输入！请重试！！！") - continue - break # 起始日期和结束日期均输入正确，退出循环 - return codes, start_date, end_date # 返回股票代码列表和日期 - - @staticmethod - def add_analysers(cerebro): - """ - 交互式地添加回测分析器，用户可以选择需要计算的回测指标。 - :param cerebro: Backtrader的Cerebro引擎实例 - """ - print("请选择需要计算的回测指标，并在下方输入选项前的数字标号：\n1.年化收益\n2.夏普比率\n3.权益回撤\n4.年化收益率") - while True: - # 获取用户输入的指标选项 - num = input("请输入：（输入”0“结束输入）\n") - if num == "0": - break # 输入'0'表示结束输入 - elif num == "1": - # 添加年化收益分析器 - cerebro.addanalyzer(AnnualReturn, _name='AnnualReturn') - elif num == "2": - # 添加夏普比率分析器 - cerebro.addanalyzer(SharpeRatio, timeframe=bt.TimeFrame.Years, _name='SharpeRatio') - elif num == "3": - # 添加权益回撤分析器 - cerebro.addanalyzer(DrawDown, _name='DrawDown') - elif num == "4": - # 添加年化收益率分析器 - cerebro.addanalyzer(TimeReturn, timeframe=bt.TimeFrame.Years, _name='TimeReturn') - else: - print("非法输入！请重试！！！") # 输入不合法，提示重试 - - @staticmethod - def add_plotElements(cerebro): - """ - 交互式地添加可视化绘制的回测曲线，用户可以选择需要显示的曲线。 - :param cerebro: Backtrader的Cerebro引擎实例 - """ - # 添加买卖点观察器 - cerebro.addobserver(bt.observers.BuySell) - print("请选择可视化绘制的回测曲线，并在下方输入选项前的数字标号\n1.收益曲线\n2.回撤曲线\n3.总体权益曲线") - while True: - # 获取用户输入的可视化选项 - num = input("请输入：（输入”0“结束输入）\n") - if num == "0": - break # 输入'0'表示结束输入 - elif num == "1": - # 添加收益曲线观察器 - cerebro.addobserver(bt.observers.TimeReturn) - elif num == "2": - # 添加回撤曲线观察器 - cerebro.addobserver(bt.observers.DrawDown) - elif num == "3": - # 添加总体权益曲线观察器 - cerebro.addobserver(bt.observers.FundValue) - else: - print("非法输入！请重试！！！") - continue # 输入不合法，提示重试 - - @staticmethod - def text_report(cerebro, strat): - """ - 输出回测的文本报告，包括期初权益、期末权益、收益、收益率等信息。 - :param cerebro: Backtrader的Cerebro引擎实例 - :param strat: 运行后的策略实例 - """ - endingcash = cerebro.broker.get_value() # 获取期末权益 - if endingcash <= 0: - endingcash = 0 - # 输出期初和期末权益 - print(f"期初权益：{cerebro.broker.startingcash}") - print(f"期末权益：{endingcash}") - profit = endingcash - cerebro.broker.startingcash # 计算收益 - print(f"收益:{round(profit, 2)}") - # 计算收益率 - profit_percent = round(profit / cerebro.broker.startingcash, 2) * 100 - if profit < 0: - profit_percent = -profit_percent - print(f"收益率：{round(profit_percent, 2)}%") - # 输出夏普比率 - if hasattr(strat.analyzers, "SharpeRatio"): - sharpe_ratio = strat.analyzers.SharpeRatio.get_analysis().get('sharperatio', None) - if sharpe_ratio is not None: - print(f"夏普比率:{round(sharpe_ratio, 2)}") - # 输出最大回撤信息 - if hasattr(strat.analyzers, "DrawDown"): - drawdown = strat.analyzers.DrawDown.get_analysis() - print(f"最大回撤率:{round(drawdown['max']['drawdown'], 2)}%") - print(f"最大回撤资金:{round(-drawdown['max']['moneydown'], 2)}") - # 输出年化平均收益率 - if hasattr(strat.analyzers, "AnnualReturn"): - annual_returns = strat.analyzers.AnnualReturn.get_analysis() - avg_annual_return = np.mean(list(annual_returns.values())) - print(f"年化平均收益率:{round(float(avg_annual_return), 2) * 100}%") - - @staticmethod - def input_OptInformation(): - """ - 交互式地获取策略参数优化的信息，包括优化算法、优化次数、参数范围等。 - :return: 优化算法名称、优化次数、参数N1的范围列表、参数N2的范围列表 - """ - n1_list = [] # 存储参数N1的范围 - n2_list = [] # 存储参数N2的范围 - num = 0 # 优化次数 - name = "" # 优化算法名称 - # 选择优化算法 - while True: - try: - print("*************************************************************************************") - print("可用的参数优化算法:\n1.粒子群优化算法\n2.SOBOL序列\n3.随机搜索算法（耗时较久）\n4.CMA-ES\n5.网格搜索算法\n") - name_choose = int(input("请选择优化算法并输入对应优化算法前的数字序号：\n")) - if name_choose == 1: - name = "particle swarm" - break - elif name_choose == 2: - name = "sobol" - break - elif name_choose == 3: - name = "random search" - break - elif name_choose == 4: - name = "cma-es" - break - elif name_choose == 5: - name = "grid search" - break - else: - print("不存在该选项！请重试！！！") - continue - except ValueError: - print("非法输入，请输入整数数字，请重试！") - continue - # 输入优化次数 - while True: - try: - num = int(input("请输入算法优化次数：")) - break - except ValueError: - print("请输入整数数字，请重试！") - continue - # 输入策略参数的优化范围 - while True: - judge = True - try: - for i in range(2): # 对于参数N1和N2 - start = int(input(f"请输入参数{i + 1}的优化范围下限:\n")) - if start == "": - print("输入为空，请重试！") - judge = False - n1_list.clear() - n2_list.clear() - break - end = int(input(f"请输入参数{i + 1}的优化范围上限:\n")) - if end == "": - judge = False - print("输入为空，请重试！") - n1_list.clear() - n2_list.clear() - break - if start > end: - print("参数上限不可小于参数下限！请重新输入！") - n1_list.clear() - n2_list.clear() - judge = False - break - if i == 0: - n1_list.append(start) - n1_list.append(end) - else: - n2_list.append(start) - n2_list.append(end) - if judge: - break # 参数范围输入正确，退出循环 - else: - continue - except ValueError: - print("非法输入，请重试！") - n1_list.clear() - n2_list.clear() - continue - - print(num, n1_list, n2_list) # 输出优化次数和参数范围 - return name, num, n1_list, n2_list # 返回优化信息 - - @staticmethod - def printOptParameters(name, optimal_pars): - """ - 打印参数优化后的最优参数信息。 - :param name: 优化算法名称 - :param optimal_pars: 最优参数的字典 - """ - print(f'采用{name}算法优化后的参数信息:') - print('N1 = %.2f' % optimal_pars['N1']) - print('N2 = %.2f' % optimal_pars['N2']) - - -# =============== 策略参数优化类 ================== - -class StrategyOptimization: - """ - 策略参数优化类，用于执行策略的参数优化流程，支持对不同策略和回测模式进行优化。 - """ - - @staticmethod - def strategy_optimization_flow(symbol_list, start_date, end_date): - """ - 策略参数优化的主要流程函数，负责设置回测引擎、加载数据、执行优化过程等。 - - :param symbol_list: 品种代码列表 - :param start_date: 回测开始日期（格式：YYYYMMDD） - :param end_date: 回测结束日期（格式：YYYYMMDD） - """ - cerebro = bt.Cerebro() # 创建Backtrader的回测引擎实例 - BackTestSetup.set_cerebro(cerebro=cerebro, opt_judge=True) # 设置回测引擎的参数 - - # 加载数据到回测引擎中 - for symbol in symbol_list: - DataGet.get_data(codes=symbol, cerebro=cerebro, start_date=start_date, end_date=end_date) - - # 定义独立资金池策略的优化函数 - def runSoloCashOpt(N1, N2): - cerebro.addstrategy(OptSoloCash, N1=N1, N2=N2) # 添加策略到回测引擎 - return cerebro.broker.getvalue() # 返回回测结束时的资金价值 - - # 定义共享资金池策略的优化函数 - def runSharedCashOpt(N1, N2): - cerebro.addstrategy(OptSharedCash, N1=N1, N2=N2) # 添加策略到回测引擎 - return cerebro.broker.getvalue() # 返回回测结束时的资金价值 - - # 获取用户输入的优化算法、次数和参数范围 - print("*************************************************************************************") - name, num, n1_list, n2_list = DataIO.input_OptInformation() - - while True: - # 选择策略优化的回测模式 - choose = input("请选择策略优化所使用的回测模式：\n1.批量独立资金池回测\n2.共享资金池回测\n(输入：“0”结束选择)\n") - - if choose == "1": - # 执行独立资金池策略的参数优化 - opt = optunity.maximize(f=runSoloCashOpt, - num_evals=num, - solver_name=name, - N1=n1_list, - N2=n2_list) - optimal_pars, details, _ = opt - - DataIO.printOptParameters(name, optimal_pars=optimal_pars) # 输出最优参数信息 - break - if choose == "2": - # 为共享资金池策略创建新的回测引擎实例 - cerebro_new = bt.Cerebro() - BackTestSetup.set_cerebro(cerebro=cerebro_new, opt_judge=True) - for symbol in symbol_list: - DataGet.get_data(codes=symbol, cerebro=cerebro_new, start_date=start_date, end_date=end_date) - # 执行共享资金池策略的参数优化 - opt = optunity.maximize(f=runSharedCashOpt, - num_evals=num, - solver_name=name, - N1=n1_list, - N2=n2_list) - optimal_pars, details, _ = opt - - DataIO.printOptParameters(name, optimal_pars=optimal_pars) # 输出最优参数信息 - break - if choose == "0": - break # 结束选择 - if choose == "": - print("输入为空！请重试！！！") - continue - else: - print("非法输入！请重试！！！") - continue - - -# =============== 回测设置控制类 ================== - -class BackTestSetup: - """ - 回测设置控制类，用于统一设置回测引擎的参数，如初始资金、手续费、分析器等。 - """ - - @staticmethod - def set_cerebro(cerebro, opt_judge): - """ - 配置回测引擎的通用参数。 - - :param cerebro: Backtrader的回测引擎实例 - :param opt_judge: 是否进行参数优化的标志，True表示优化模式，不添加分析器和绘图元素 - """ - public_cash = 100000000 # 设置初始资金为一亿 - commission = 0.00025 # 设置交易手续费率 - - cerebro.broker.setcash(public_cash) # 设置初始资金 - cerebro.broker.set_coc(False) # 设置是否在下一个bar执行订单，False表示在当前bar执行 - cerebro.broker.setcommission(commission=commission) # 设置交易手续费 - - if not opt_judge: - # 如果不是优化模式，添加分析器和绘图元素 - DataIO.add_analysers(cerebro=cerebro) # 添加回测分析器 - DataIO.add_plotElements(cerebro=cerebro) # 添加绘图元素 - print("数据加载中.....") - time.sleep(2) # 模拟数据加载时间 - if not opt_judge: - print("回测进行中....") - time.sleep(2) # 模拟回测执行时间 - - - # =============== 主控制类 ================== - -class MainController: - @staticmethod - def start(): - """ - 程序的主入口，提供用户交互菜单，允许用户选择不同的功能。 - """ - while True: - print("*************************************************************************************") - choose = input("请选择功能：\n1.批量独立资金池回测\n2.共享资金池回测\n3.策略参数优化\n(输入：“*”退出系统)\n") - - if choose == "1": - # 获取用户输入的股票代码、起始日期和结束日期 - codes, start_date, end_date = DataIO.input_stockInformation() - # 执行批量独立资金池回测 - BackTest.batch_test(symbol_list=codes, start_date=start_date, end_date=end_date) - continue - elif choose == "2": - # 获取用户输入的股票代码、起始日期和结束日期 - codes, start_date, end_date = DataIO.input_stockInformation() - # 执行共享资金池回测 - BackTest.shared_cash_test(symbol_list=codes, start_date=start_date, end_date=end_date) - continue - elif choose == "3": - # 获取用户输入的股票代码、起始日期和结束日期 - codes, start_date, end_date = DataIO.input_stockInformation() - # 执行策略参数优化流程 - StrategyOptimization.strategy_optimization_flow(symbol_list=codes, start_date=start_date, - end_date=end_date) - continue - elif choose == "*": - # 退出系统 - print("系统已退出！") - break - elif choose == "": - # 输入为空的情况 - print("输入为空！请重试！！！") - continue - else: - # 输入非法字符的情况 - print("非法输入！请重试！！！") - continue - - -if __name__ == '__main__': - # 程序入口，启动主控制器 - MainController.start() diff --git a/BackTrader/BuyAndSell.py b/BackTrader/BuyAndSell.py deleted file mode 100644 index 3b0865d5..00000000 --- a/BackTrader/BuyAndSell.py +++ /dev/null @@ -1,62 +0,0 @@ -import backtrader as bt -import Log_Func -class Buy_And_Sell_Strategy(bt.Strategy): - - def buy_function(self, line, size): - """ - 执行买入操作，当满足买入条件时，调用Backtrader的买入函数。 - """ - close_over_sma = line.close > self.sma5[line][0] # 当前价格高于5日均线 - close_over_ema = line.close > self.ema15[line][0] # 当前价格高于15日指数均线 - sma_ema_diff = self.sma5[line][0] - self.ema15[line][0] # 计算5日均线与15日均线的差值 - #buy_cond = (close_over_sma and close_over_ema and sma_ema_diff > 0) or line.close == self.bolling_top[line][0] # 满足买入条件 - buy_cond = (close_over_sma and close_over_ema and sma_ema_diff > 0) # 满足买入条件 - if buy_cond and self.broker.getcash() > 0: # 确保资金充足 - Log_Func.Log.log(self,f'BUY CREATE, {line._name}, Size: {size}, Price: {line.close[0]:.2f}') - self.buy(data=line,size=size) - else: - pass - - def sell_function(self, line): - """ - 执行卖出操作，当满足卖出条件时，调用Backtrader的卖出函数。 - """ - - sell_cond = line.close < self.sma5[line] # 当前价格低于5日均线 - - if sell_cond and self.getposition(line).size>0: # 当前持有仓位时执行卖出 - pos=self.getposition(line).size - Log_Func.Log.log(self,f'SELL CREATE,{line._name},Size:{pos},Price:{line.close[0]:.2f}') - self.close(data=line) - - - def open_short_function(self, line, size): - """ - 执行买空操作，当满足买空条件时，调用Backtrader的买空函数。 - """ - close_above_sma = line.close > self.sma5[line][0] # 当前价格高于5日均线 - close_above_ema = line.close > self.ema15[line][0] # 当前价格高于15日指数均线 - sma_ema_diff = self.sma5[line][0] - self.ema15[line][0] # 计算5日均线与15日均线的差值 - buy_short_cond = (close_above_sma and close_above_ema and sma_ema_diff > 0) or line.close == self.bolling_top[line][0] # 满足买空条件 - # 确保没有持仓且、资金充足满足买空条件，则执行买空操作 - if buy_short_cond and not self.position and self.broker.getcash() > 0: - Log_Func.Log.log(self,f'OPEN SHORT CREATE, {line._name}, Size: {size}, Price: {line.close[0]:.2f}') - self.sell(data=line, size=size) - else: - pass - - def close_short_function(self, line): - """ - 执行卖空操作，当满足卖空条件时，调用Backtrader的卖空函数。 - """ - close_below_sma = line.close < self.sma5[line][0] # 当前价格低于5日均线 - close_below_ema = line.close < self.ema15[line][0] # 当前价格低于15日指数均线 - sma_ema_diff = self.sma5[line][0] - self.ema15[line][0] # 计算5日均线与15日均线的差值 - sell_short_cond = (close_below_sma and close_below_ema and sma_ema_diff < 0) or line.close == self.bolling_bot[line][0] # 满足卖空条件 - - if sell_short_cond and self.broker.getcash() > 0: # 确保资金充足，则执行卖空操作 - pos=self.getposition(line).size - Log_Func.Log.log(self,f'CLOSE SHORT CREATE, {line._name}, Size: {pos}, Price: {line.close[0]:.2f}') - self.close(data=line) - else: - pass \ No newline at end of file diff --git a/BackTrader/Indicators.py b/BackTrader/Indicators.py new file mode 100644 index 00000000..51fe00a3 --- /dev/null +++ b/BackTrader/Indicators.py @@ -0,0 +1,30 @@ +import backtrader as bt + +class CustomEMA(bt.Indicator): + """ + 自定义 EMA26 指标，从股票数据开始的第一天计算。 + - 第一日的 EMA26 值为当日的收盘价。 + - 后续 EMA26 按照标准公式计算。 + """ + lines = ('ema',) + params = (('period',None ),) + + + def __init__(self): + + self.alpha = 2 / (self.params.period + 1) + self.addminperiod(1) # 从第一天开始计算 + self.first = True # 标记是否为第一天 + + def next(self): + if self.first: + # 第一条数据，初始化 EMA26 为当日收盘价 + self.lines.ema[0] = self.data[0] + self.first = False + else: + # 正常的 EMA26 计算 + self.lines.ema[0] = ( + self.alpha * self.data[0] + + (1 - self.alpha) * self.lines.ema[-1] + ) + diff --git a/BackTrader/Log_Func.py b/BackTrader/Log_Func.py deleted file mode 100644 index d7e4c6c3..00000000 --- a/BackTrader/Log_Func.py +++ /dev/null @@ -1,8 +0,0 @@ -import backtrader as bt - -class Log(bt.Strategy): - - def log(self, txt, dt=None): - """ 日志记录函数 """ - dt = dt or self.datas[0].datetime.date(0) - print(f'{dt.isoformat()} {txt}') \ No newline at end of file diff --git a/BackTrader/OptSharedCash.py b/BackTrader/OptSharedCash.py deleted file mode 100644 index b54596c5..00000000 --- a/BackTrader/OptSharedCash.py +++ /dev/null @@ -1,130 +0,0 @@ -import backtrader as bt -from backtrader.indicators import * - -class OptSharedCash(bt.Strategy): - """ - 策略参数优化共享资金池策略类，使用参数优化技术对共享资金池策略进行调整。 - """ - params = dict(N1=10, N2=20) # 定义策略参数，可用于优化 - - def __init__(self): - """ - 初始化策略，创建并初始化需要的指标，并根据传入的参数调整指标的周期。 - """ - # 创建指标字典 - self.sma5 = dict() # 简单移动平均线，周期为N1 - self.ema15 = dict() # 指数移动平均线，周期为N2 - self.ma30 = dict() # 移动平均线，默认周期 - self.bolling_top = dict() # 布林带上轨 - self.bolling_bot = dict() # 布林带下轨 - self.notify_flag = 0 # 控制是否打印订单通知 - self.out_money=dict() - # 遍历所有数据集，为每个数据集计算对应的指标 - for index, data in enumerate(self.datas): - c = data.close - # 使用传入的参数N1和N2来调整指标的周期 - self.sma5[data] = MovingAverageSimple(c, period=int(self.p.N1)) # 简单移动平均线，周期为N1 - self.ema15[data] = ExponentialMovingAverage(c, period=int(self.p.N2)) # 指数移动平均线，周期为N2 - self.ma30[data] = MovingAverage(c) # 默认周期的移动平均线 - self.out_money[data]=0 - # 初始化布林带指标 - self.bolling_top[data] = bt.indicators.BollingerBands(c, period=20).top # 布林带上轨 - self.bolling_bot[data] = bt.indicators.BollingerBands(c, period=20).bot # 布林带下轨 - - def next(self): - """ - 每个时间步执行策略操作。 - """ - self.shared_cash() # 执行共享资金池策略 - - def notify_order(self, order): - """ - 订单状态通知，用于监控订单的执行状态。 - """ - if self.notify_flag: - # 查看订单情况 - if order.status in [order.Submitted, order.Accepted]: - return # 订单已提交或被接受，等待执行 - if order.status in [order.Completed]: - if order.isbuy(): - # 买入订单已完成 - print(f"已买入:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"买入价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.issell(): - # 卖出订单已完成 - print(f"已卖出:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"卖出价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.status == order.Canceled: - print('订单取消') - elif order.status == order.Rejected: - print('金额不足拒绝交易') - elif order.status == order.Margin: - print('保证金不足') - else: - pass # 不打印订单通知 - - def shared_cash(self): - """ - 共享资金池策略的核心逻辑，遍历所有数据集，计算交易数量，执行买入和卖出操作。 - """ - for data in self.datas: - size = self.calculate_quantity(data) # 计算交易数量 - self.buy_function(line=data, size=size) # 执行买入操作 - self.sell_function(line=data, size=size) # 执行卖出操作 - - def buy_function(self, line, size): - """ - 根据策略条件执行买入操作。 - """ - # 定义买入条件 - close_over_sma = line.close > self.sma5[line][0] # 当前价格高于简单移动平均线 - close_over_ema = line.close > self.ema15[line][0] # 当前价格高于指数移动平均线 - sma_ema_diff = self.sma5[line][0] - self.ema15[line][0] # 简单均线与指数均线的差值 - # 满足以下条件之一即可买入 - buy_cond = (close_over_sma and close_over_ema and sma_ema_diff > 0) or \ - (line.close == self.bolling_top[line][0]) # 价格等于布林带上轨 - - if buy_cond and self.broker.get_value() > 0: - # 满足买入条件且有足够资金，执行买入 - buy_order = self.buy(data=line, size=size) - return buy_order - else: - pass # 不满足买入条件，跳过 - - def sell_function(self, line, size): - """ - 根据策略条件执行卖出操作。 - """ - # 定义卖出条件 - sell_cond = self.indicatordict[line][0] < self.indicatordict[line][-1] < self.indicatordict[line][-2] - # sell_cond = line.close < self.sma5[line] # 另一种卖出条件（注释掉的备选方案） - - if sell_cond and self.getposition(line): - # 满足卖出条件且持有仓位，执行卖出 - sell_order = self.close(data=line, size=size) - return sell_order - else: - pass # 不满足卖出条件，跳过 - - def calculate_quantity(self, line) -> int: - """ - 根据可用资金和当前价格计算交易数量。 - 返回一个整数表示交易数量。 - """ - total_value = self.broker.get_value() # 获取当前的总资金 - available_value = total_value * 0.05 # 可用资金为总资金的5% - close_price = line.close[0] # 当前收盘价 - quantity = int(available_value / close_price) # 计算交易数量，取整数 - - return quantity - - def print_position(self, line) -> None: - """ - 打印当前持仓信息。 - """ - pos = self.getposition(line) - print(f"品种: {line._name} 的当前仓位: {pos.size} @price: {pos.price}") \ No newline at end of file diff --git a/BackTrader/OptSoloCash.py b/BackTrader/OptSoloCash.py deleted file mode 100644 index 0fbe5fa6..00000000 --- a/BackTrader/OptSoloCash.py +++ /dev/null @@ -1,123 +0,0 @@ -import backtrader as bt -from backtrader.indicators import * - -class OptSoloCash(bt.Strategy): - """ - 策略参数优化独立资金池策略类，适用于单个品种的回测，并支持参数优化。 - """ - - params = dict(N1=10, N2=20) # 定义策略参数N1和N2，用于指标的周期设定 - - def __init__(self): - """ - 初始化策略，创建并初始化需要的技术指标，并根据传入的参数调整指标的周期。 - """ - self.indicatordict = dict() # 存储各类技术指标 - self.notify_flag = 0 # 控制是否打印订单状态 - - # 初始化技术指标，使用策略参数N1和N2作为周期 - self.indicatordict['SMA5'] = MovingAverageSimple(self.datas[0].close, period=self.p.N1) # 简单移动平均线 - self.indicatordict['EMA15'] = ExponentialMovingAverage(self.datas[0].close, period=self.p.N2) # 指数移动平均线 - - def next(self): - """ - 每个时间步执行策略逻辑，包括买入和卖出操作。 - """ - self.solo_cash() # 执行独立资金池策略逻辑 - - def notify_order(self, order): - """ - 通知订单状态，用于查看订单的执行情况。 - """ - if self.notify_flag: - # 查看订单状态 - if order.status in [order.Submitted, order.Accepted]: - return # 订单已提交或被接受，等待执行 - if order.status in [order.Completed]: - if order.isbuy(): - # 买入订单完成 - print(f"已买入: {self.data._name}") - print(f"数量: {order.executed.size}") - print(f"买入价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.issell(): - # 卖出订单完成 - print(f"已卖出: {self.data._name}") - print(f"数量: {order.executed.size}") - print(f"卖出价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.status == order.Canceled: - print('订单取消') - elif order.status == order.Rejected: - print('金额不足，拒绝交易') - elif order.status == order.Margin: - print('保证金不足') - else: - pass # 不打印订单状态 - - def solo_cash(self): - """ - 根据策略的条件执行买入和卖出操作。 - """ - size = self.calculate_quantity(self.datas[0]) # 计算交易数量 - self.buy_function(size=size) # 执行买入操作 - self.sell_function() # 执行卖出操作 - - def buy_function(self, size): - """ - 执行买入操作，当满足买入条件时，调用Backtrader的买入函数。 - """ - # 获取当前的收盘价和指标值 - current_close = self.datas[0].close[0] - sma_value = self.indicatordict['SMA5'][0] - ema_value = self.indicatordict['EMA15'][0] - - # 定义买入条件 - close_over_sma = current_close > sma_value # 当前价格高于SMA - close_over_ema = current_close > ema_value # 当前价格高于EMA - sma_ema_diff = sma_value - ema_value # SMA与EMA的差值 - - buy_cond = close_over_sma and close_over_ema and sma_ema_diff > 0 # 满足所有条件 - - if buy_cond and self.broker.get_cash() >= current_close * size: - # 满足买入条件且有足够资金，执行买入 - buy_order = self.buy(size=size) - return buy_order - else: - pass # 不满足买入条件或资金不足，跳过 - - def sell_function(self): - """ - 执行卖出操作，当满足卖出条件时，调用Backtrader的卖出函数。 - """ - # 获取当前的收盘价和SMA值 - current_close = self.datas[0].close[0] - sma_value = self.indicatordict['SMA5'][0] - - # 定义卖出条件 - sell_cond = current_close < sma_value # 当前价格低于SMA - - if sell_cond and self.getposition().size > 0: - # 满足卖出条件且持有仓位，执行卖出 - sell_order = self.close() - return sell_order - else: - pass # 不满足卖出条件或无持仓，跳过 - - def calculate_quantity(self, data) -> int: - """ - 根据策略的逻辑计算交易数量，返回一个整数表示交易数量。 - """ - total_value = self.broker.get_value() # 获取当前的总资产 - available_value = total_value * 0.05 # 可用资金为总资金的5% - close_price = data.close[0] # 当前品种的收盘价 - quantity = int(available_value / close_price) # 计算交易数量，取整数 - - return quantity - - def print_position(self, line) -> None: - """ - 打印当前持仓信息。 - """ - pos = self.getposition(line) - print(f"品种: {line._name} 的当前仓位: {pos.size} @价格: {pos.price}") diff --git a/BackTrader/StrategyOptimization.py b/BackTrader/StrategyOptimization.py deleted file mode 100644 index b3e24d3d..00000000 --- a/BackTrader/StrategyOptimization.py +++ /dev/null @@ -1,83 +0,0 @@ -import backtrader as bt -from DataGet import DataGet -from DataIO import DataIO -from OptSoloCash import OptSoloCash -from OptSharedCash import OptSharedCash -import optunity -from BackTest_Control import BackTestSetup - - -class StrategyOptimization: - """ - 策略参数优化类，用于执行策略的参数优化流程，支持对不同策略和回测模式进行优化。 - """ - - @staticmethod - def strategy_optimization_flow(symbol_list, start_date, end_date): - """ - 策略参数优化的主要流程函数，负责设置回测引擎、加载数据、执行优化过程等。 - - :param symbol_list: 品种代码列表 - :param start_date: 回测开始日期（格式：YYYYMMDD） - :param end_date: 回测结束日期（格式：YYYYMMDD） - """ - cerebro = bt.Cerebro() # 创建Backtrader的回测引擎实例 - BackTestSetup.set_cerebro(cerebro=cerebro, opt_judge=True) # 设置回测引擎的参数 - - # 加载数据到回测引擎中 - for symbol in symbol_list: - DataGet.get_data(codes=symbol, cerebro=cerebro, start_date=start_date, end_date=end_date) - - # 定义独立资金池策略的优化函数 - def runSoloCashOpt(N1, N2): - cerebro.addstrategy(OptSoloCash, N1=N1, N2=N2) # 添加策略到回测引擎 - return cerebro.broker.getvalue() # 返回回测结束时的资金价值 - - # 定义共享资金池策略的优化函数 - def runSharedCashOpt(N1, N2): - cerebro.addstrategy(OptSharedCash, N1=N1, N2=N2) # 添加策略到回测引擎 - return cerebro.broker.getvalue() # 返回回测结束时的资金价值 - - # 获取用户输入的优化算法、次数和参数范围 - print("*************************************************************************************") - name, num, n1_list, n2_list = DataIO.input_OptInformation() - - while True: - # 选择策略优化的回测模式 - choose = input("请选择策略优化所使用的回测模式：\n1.批量独立资金池回测\n2.共享资金池回测\n(输入：“0”结束选择)\n") - - if choose == "1": - # 执行独立资金池策略的参数优化 - opt = optunity.maximize(f=runSoloCashOpt, - num_evals=num, - solver_name=name, - N1=n1_list, - N2=n2_list) - optimal_pars, details, _ = opt - - DataIO.printOptParameters(name, optimal_pars=optimal_pars) # 输出最优参数信息 - break - if choose == "2": - # 为共享资金池策略创建新的回测引擎实例 - cerebro_new = bt.Cerebro() - BackTestSetup.set_cerebro(cerebro=cerebro_new, opt_judge=True) - for symbol in symbol_list: - DataGet.get_data(codes=symbol, cerebro=cerebro_new, start_date=start_date, end_date=end_date) - # 执行共享资金池策略的参数优化 - opt = optunity.maximize(f=runSharedCashOpt, - num_evals=num, - solver_name=name, - N1=n1_list, - N2=n2_list) - optimal_pars, details, _ = opt - - DataIO.printOptParameters(name, optimal_pars=optimal_pars) # 输出最优参数信息 - break - if choose == "0": - break # 结束选择 - if choose == "": - print("输入为空！请重试！！！") - continue - else: - print("非法输入！请重试！！！") - continue \ No newline at end of file diff --git a/BackTrader/backtest_control.py b/BackTrader/backtest_control.py new file mode 100644 index 00000000..c3c77508 --- /dev/null +++ b/BackTrader/backtest_control.py @@ -0,0 +1,99 @@ +import backtrader as bt +from tools.data_get import DataGet +from backtest_setup import BackTestSetup +from solo_cash_pool import Solo_cash_pool +from tools.data_io import DataIO +from backtrader_plotting import Bokeh # 导入Bokeh模块，用于绘制回测结果的图表 +from backtrader_plotting.schemes import Tradimo # 导入Bokeh的绘图方案 +from shared_cash_pool import Shared_cash_pool +from shared_cash_pool_pointing import Shared_Cash_Pool_Pointing +from shared_cash_peak_valley import Shared_Cash_Peak_Valley +class BackTest: + @staticmethod + def batch_test(symbol_list, start_date, end_date): + """ + 批量回测，针对多个品种进行回测 + :param symbol_list: 品种代码列表 + :param start_date: 回测开始日期 + :param end_date: 回测结束日期 + """ + for symbol in symbol_list: + cerebro = bt.Cerebro() # 创建Backtrader回测引擎 + BackTestSetup.set_cerebro(cerebro=cerebro, opt_judge=False) # 设置回测引擎 + cerebro.addstrategy(Solo_cash_pool) # 添加策略（单独资金池策略） + DataGet.get_data(codes=symbol, cerebro=cerebro, start_date=start_date, end_date=end_date) # 获取数据 + + strat = cerebro.run()[0] # 运行回测并获取策略实例 + print("========独立资金池批量回测========") + print(f"品种：{symbol}") + print(f"回测区间：{DataGet.get_date_from_int(start_date)}至{DataGet.get_date_from_int(end_date)}") + DataIO.text_report(cerebro=cerebro, strat=strat) # 输出回测报告 + print("========独立资金池批量回测========") + pic = Bokeh(style='bar', plot_mode='single', scheme=Tradimo()) # 使用Bokeh绘图 + cerebro.plot(pic) # 绘制回测结果 + + @staticmethod + def shared_cash_test(symbol_list, start_date, end_date): + """ + 使用共享资金池进行回测 + :param symbol_list: 品种代码列表 + :param start_date: 回测开始日期 + :param end_date: 回测结束日期 + """ + cerebro = bt.Cerebro() # 创建Backtrader回测引擎 + cerebro.broker.set_coc(True) + BackTestSetup.set_cerebro(cerebro=cerebro, opt_judge=False) # 设置回测引擎 + cerebro.addstrategy(Shared_cash_pool) # 添加策略（共享资金池策略） + DataGet.get_data(cerebro=cerebro, codes=symbol_list, start_date=start_date, end_date=end_date) # 获取数据 + strat = cerebro.run()[0] # 运行回测并获取策略实例 + print("========共享资金池组合回测========") + print(f"品种：{symbol_list}") + print(f"回测区间：{DataGet.get_date_from_int(start_date)}至{DataGet.get_date_from_int(end_date)}") + DataIO.text_report(cerebro=cerebro, strat=strat) # 输出回测报告 + print("========共享资金池组合回测========") + pic = Bokeh(style='bar', plot_mode='single', scheme=Tradimo()) # 使用Bokeh绘图 + cerebro.plot(pic) # 绘制回测结果 + + + def shared_cash_fut_pointing_test(symbol_list, start_date, end_date): + """ + 使用共享资金池进行打分回测 + :param symbol_list: 品种代码列表 + :param start_date: 回测开始日期 + :param end_date: 回测结束日期 + """ + cerebro = bt.Cerebro() # 创建Backtrader回测引擎 + cerebro.broker.set_coc(True) + BackTestSetup.set_cerebro(cerebro=cerebro, opt_judge=False) # 设置回测引擎 + cerebro.addstrategy(Shared_Cash_Pool_Pointing,backtest_start_date=DataGet.get_date_from_int(start_date),backtest_end_date=DataGet.get_date_from_int(end_date)) # 添加策略（打分策略） + DataGet.get_fut_data(cerebro=cerebro, codes=symbol_list, start_date=start_date, end_date=end_date) # 获取数据 + strat = cerebro.run()[0] # 运行回测并获取策略实例 + print("========共享资金池打分回测========") + print(f"品种：{symbol_list}") + print(f"回测区间：{DataGet.get_date_from_int(start_date)}至{DataGet.get_date_from_int(end_date)}") + DataIO.text_report(cerebro=cerebro, strat=strat) # 输出回测报告 + print("========共享资金池打分回测========") + + #pic = Bokeh(style='bar', plot_mode='single', scheme=Tradimo()) # 使用Bokeh绘图 + #cerebro.plot(pic) # 绘制回测结果 + + def shared_cash_pointing_test(symbol_list, start_date, end_date): + + """ + 使用共享资金池进行打分回测 + :param symbol_list: 品种代码列表 + :param start_date: 回测开始日期 + :param end_date: 回测结束日期 + """ + cerebro = bt.Cerebro() # 创建Backtrader回测引擎 + cerebro.broker.set_coc(True) + BackTestSetup.set_cerebro(cerebro=cerebro, opt_judge=False) # 设置回测引擎 + cerebro.addstrategy(Shared_Cash_Pool_Pointing,backtest_start_date=DataGet.get_date_from_int(start_date),backtest_end_date=DataGet.get_date_from_int(end_date)) # 添加策略（打分策略） + DataGet.get_data(cerebro=cerebro, codes=symbol_list, start_date=start_date, end_date=end_date) # 获取数据 + strat = cerebro.run()[0] # 运行回测并获取策略实例 + print("========共享资金池打分回测========") + print(f"品种：{symbol_list}") + print(f"回测区间：{DataGet.get_date_from_int(start_date)}至{DataGet.get_date_from_int(end_date)}") + DataIO.text_report(cerebro=cerebro, strat=strat) # 输出回测报告 + print("========共享资金池打分回测========") + diff --git a/BackTrader/BackTestSetup.py b/BackTrader/backtest_setup.py similarity index 95% rename from BackTrader/BackTestSetup.py rename to BackTrader/backtest_setup.py index e0145a06..21e7934e 100644 --- a/BackTrader/BackTestSetup.py +++ b/BackTrader/backtest_setup.py @@ -1,33 +1,33 @@ -from DataIO import DataIO -import time - - -class BackTestSetup: - """ - 回测设置控制类，用于统一设置回测引擎的参数，如初始资金、手续费、分析器等。 - """ - - @staticmethod - def set_cerebro(cerebro, opt_judge): - """ - 配置回测引擎的通用参数。 - - :param cerebro: Backtrader的回测引擎实例 - :param opt_judge: 是否进行参数优化的标志，True表示优化模式，不添加分析器和绘图元素 - """ - public_cash = 100000000 # 设置初始资金为一亿 - #commission = 0.00025 # 设置交易手续费率 - commission=0 - cerebro.broker.setcash(public_cash) # 设置初始资金 - cerebro.broker.setcommission(commission=commission) # 设置交易手续费 - - if not opt_judge: - # 如果不是优化模式，添加分析器和绘图元素 - DataIO.add_analysers(cerebro=cerebro) # 添加回测分析器 - DataIO.add_plotElements(cerebro=cerebro) # 添加绘图元素 - print("数据加载中.....") - time.sleep(2) # 模拟数据加载时间 - if not opt_judge: - print("回测进行中....") - time.sleep(2) # 模拟回测执行时间 +from tools.data_io import DataIO +import time + + +class BackTestSetup: + """ + 回测设置控制类，用于统一设置回测引擎的参数，如初始资金、手续费、分析器等。 + """ + + @staticmethod + def set_cerebro(cerebro, opt_judge): + """ + 配置回测引擎的通用参数。 + + :param cerebro: Backtrader的回测引擎实例 + :param opt_judge: 是否进行参数优化的标志，True表示优化模式，不添加分析器和绘图元素 + """ + public_cash = 100000000 # 设置初始资金为一亿 + #commission = 0.00025 # 设置交易手续费率 + commission=0 + cerebro.broker.setcash(public_cash) # 设置初始资金 + cerebro.broker.setcommission(commission=commission) # 设置交易手续费 + + if not opt_judge: + # 如果不是优化模式，添加分析器和绘图元素 + DataIO.add_analysers(cerebro=cerebro) # 添加回测分析器 + DataIO.add_plotElements(cerebro=cerebro) # 添加绘图元素 + print("数据加载中.....") + time.sleep(2) # 模拟数据加载时间 + if not opt_judge: + print("回测进行中....") + time.sleep(2) # 模拟回测执行时间 \ No newline at end of file diff --git a/BackTrader/config.py b/BackTrader/config.py new file mode 100644 index 00000000..a0bc2f72 --- /dev/null +++ b/BackTrader/config.py @@ -0,0 +1,17 @@ +import configparser +import os +import sys +CFG_FL_PATH="../sys.cfg" +USER_CFG_SECTION = "cerebro_config" +class Config: + def __init__(self): + config=configparser.ConfigParser() + + if not os.path.exists(CFG_FL_PATH): + print("No configuration file (sys.cfg) found!") + sys.exit(1) + else: + config.read(CFG_FL_PATH) + + self.INIT_BALANCE=config.get(USER_CFG_SECTION,'init_balance') + self.API_KEY=config.get(USER_CFG_SECTION,'api_key') \ No newline at end of file diff --git a/BackTrader/datasets/Zhuliheyu.csv b/BackTrader/datasets/Zhuliheyu.csv new file mode 100644 index 00000000..0079913c --- /dev/null +++ b/BackTrader/datasets/Zhuliheyu.csv @@ -0,0 +1,47 @@ +1,IF.CFX,沪深300期货,, +2,IH.CFX,上证50期货,, +3,T.CFX,CFFEX10年期国债期货,, +4,IC.CFX,中证500期货,, +5,IM.CFX,中证1000期货,, +6,C.DCE,玉米主力,, +7,V.DCE,PVC主力,, +8,J.DCE,焦炭主力,, +9,M.DCE,豆粕主力,, +10,A.DCE,豆一主力,, +11,PP.DCE,聚丙烯主力,, +12,P.DCE,棕榈油主力,, +13,JD.DCE,鸡蛋主力,, +14,JM.DCE,焦煤主力,, +15,I.DCE,铁矿石主力,, +16,Y.DCE,豆油主力,, +17,EG.DCE,乙二醇主力,, +18,LH.DCE,生猪主力,, +19,SH.ZCE,烧碱主力,, +20,CJ.ZCE,红枣主力,, +21,UR.ZCE,尿素主力,, +22,TA.ZCE,PTA主力,, +23,MA.ZCE,甲醇主力,, +24,SR.ZCE,白糖主力,, +25,SM.ZCE,锰硅主力,, +26,FG.ZCE,玻璃主力,, +27,CF.ZCE,棉花主力,, +28,AP.ZCE,苹果主力,, +29,PR.ZCE,瓶片主力,, +30,SA.ZCE,纯碱主力,, +31,PK.ZCE,花生主力,, +32,AL.SHF,沪铝主力,, +33,CU.SHF,沪铜主力,, +34,AG.SHF,白银主力,, +35,RB.SHF,螺纹钢主力,, +36,SN.SHF,沪锡主力,, +37,NI.SHF,沪镍主力,, +38,AU.SHF,黄金主力,, +39,RU.SHF,橡胶主力,, +40,HC.SHF,热轧卷板主力,, +41,BU.SHF,沥青主力,, +42,SP.SHF,纸浆主力,, +43,EC.INE,集运指数(欧线)主力,, +44,SC.INE,原油主力,, +45,SI.GFE,工业硅主力,, +46,LC.GFE,碳酸锂主力,, +47,SF.ZCE,硅铁主力,, \ No newline at end of file diff --git a/BackTrader/codes.csv b/BackTrader/datasets/codes.csv similarity index 100% rename from BackTrader/codes.csv rename to BackTrader/datasets/codes.csv diff --git a/BackTrader/datasets/future_codes.csv b/BackTrader/datasets/future_codes.csv new file mode 100644 index 00000000..398533ae --- /dev/null +++ b/BackTrader/datasets/future_codes.csv @@ -0,0 +1,47 @@ +,code,期货名,上市日期,最后交易日期 +1,IF.CFX,沪深300期货,, +2,IH.CFX,上证50期货,, +3,T.CFX,CFFEX10年期国债期货,, +4,IM.CFX,中证1000期货,, +5,JL.DCE,焦炭连续,, +6,JDL.DCE,鸡蛋连续,, +7,PL.DCE,棕榈油连续,, +8,JML.DCE,焦煤连续,, +9,PPL.DCE,聚丙烯连续,, +10,ML.DCE,豆粕连续,, +11,YL.DCE,豆油连续,, +12,VL.DCE,PVC连续,, +13,CL.DCE,玉米连续,, +14,IL.DCE,铁矿石连续,, +15,AL.DCE,豆一连续,, +16,LHL.DCE,生猪连续,, +17,EGL.DCE,乙二醇连续,, +18,CJL.ZCE,红枣连续,, +19,URL.ZCE,尿素连续,, +20,MAL.ZCE,甲醇连续,, +21,CFL.ZCE,郑棉连续,, +22,SRL.ZCE,白糖连续,, +23,TAL.ZCE,PTA连续,, +24,SML.ZCE,锰硅连续,, +25,FGL.ZCE,玻璃连续,, +26,APL.ZCE,苹果连续,, +27,PRL.ZCE,瓶片连续,, +28,SAL.ZCE,纯碱连续,, +29,PKL.ZCE,花生连续,, +30,SFL.ZCE,硅铁连续,, +31,AUL.SHF,沪金连续,, +32,SNL.SHF,沪锡连续,, +33,BUL.SHF,沥青连续,, +34,FUL.SHF,燃油连续,, +35,AGL.SHF,沪银连续,, +36,HCL.SHF,热轧卷板连续,, +37,NIL.SHF,沪镍连续,, +38,RBL.SHF,螺纹钢连续,, +39,CUL.SHF,沪铜连续,, +40,ALL.SHF,沪铝连续,, +41,RUL.SHF,橡胶连续,, +42,SPL.SHF,纸浆连续,, +43,ECL.INE,集运指数(欧线)连续,, +44,SCL.INE,原油连续,, +45,SIL.GFE,工业硅连续,, +46,LCL.GFE,碳酸锂连续,, \ No newline at end of file diff --git a/BackTrader/future_codes.csv b/BackTrader/future_codes.csv new file mode 100644 index 00000000..157f95d6 --- /dev/null +++ b/BackTrader/future_codes.csv @@ -0,0 +1,196 @@ +,code,期货名,上市日期,最后交易日期 +0,TSL.CFX,2年期国债期货当季连续,, +1,TSL1.CFX,2年期国债期货下季连续,, +2,TSL2.CFX,2年期国债期货隔季连续,, +3,TS.CFX,CFFEX2年期国债期货,, +4,IF.CFX,沪深300期货,, +5,IH.CFX,上证50期货,, +6,T.CFX,CFFEX10年期国债期货,, +7,IC.CFX,中证500期货,, +8,TF.CFX,CFFEX5年期国债期货,, +9,IM.CFX,中证1000期货,, +10,IML.CFX,中证1000期货当月连续,, +11,IML1.CFX,中证1000期货次月连续,, +12,IML2.CFX,中证1000期货当季连续,, +13,IFL.CFX,沪深300期货当月,, +14,IFL1.CFX,沪深300期货次月,, +15,IFL2.CFX,沪深300期货当季,, +16,IFL3.CFX,沪深300期货下季,, +17,TFL.CFX,5年期国债期货当季连续,, +18,TFL1.CFX,5年期国债期货下季连续,, +19,TFL2.CFX,5年期国债期货隔季连续,, +20,TL.CFX,10年期国债期货当季连续,, +21,TL1.CFX,10年期国债期货下季连续,, +22,TL2.CFX,10年期国债期货隔季连续,, +23,ICL.CFX,中证500期货当月连续,, +24,ICL1.CFX,中证500期货次月连续,, +25,ICL2.CFX,中证500期货当季连续,, +26,ICL3.CFX,中证500期货下季连续,, +27,IHL3.CFX,上证50期货下季连续,, +28,IHL2.CFX,上证50期货当季连续,, +29,IHL1.CFX,上证50期货次月连续,, +30,IHL.CFX,上证50期货当月连续,, +31,IML3.CFX,中证1000期货下季连续,, +32,TLL.CFX,30年期国债期货当季连续,, +33,TLL1.CFX,30年期国债期货下季连续,, +34,TLL2.CFX,30年期国债期货隔季连续,, +35,TL0.CFX,CFFEX30年期国债期货,, +0,PG.DCE,LPG主力,, +1,PGL.DCE,LPG连续,, +2,EB.DCE,苯乙烯主力,, +3,EBL.DCE,苯乙烯连续,, +4,JL.DCE,焦炭连续,, +5,JDL.DCE,鸡蛋连续,, +6,CSL.DCE,玉米淀粉连续,, +7,CS.DCE,玉米淀粉主力,, +8,C.DCE,玉米主力,, +9,LL.DCE,塑料连续,, +10,BL.DCE,豆二连续,, +11,V.DCE,PVC主力,, +12,J.DCE,焦炭主力,, +13,PL.DCE,棕榈油连续,, +14,BB.DCE,胶合板主力,, +15,M.DCE,豆粕主力,, +16,A.DCE,豆一主力,, +17,PP.DCE,聚丙烯主力,, +18,JML.DCE,焦煤连续,, +19,PPL.DCE,聚丙烯连续,, +20,ML.DCE,豆粕连续,, +21,P.DCE,棕榈油主力,, +22,YL.DCE,豆油连续,, +23,FB.DCE,纤维板主力,, +24,B.DCE,豆二主力,, +25,VL.DCE,PVC连续,, +26,CL.DCE,玉米连续,, +27,FBL.DCE,纤维板连续,, +28,IL.DCE,铁矿石连续,, +29,JD.DCE,鸡蛋主力,, +30,JM.DCE,焦煤主力,, +31,AL.DCE,豆一连续,, +32,L.DCE,塑料主力,, +33,I.DCE,铁矿石主力,, +34,Y.DCE,豆油主力,, +35,BBL.DCE,胶合板连续,, +36,RR.DCE,粳米主力,, +37,RRL.DCE,粳米连续,, +38,LHL.DCE,生猪连续,, +39,EG.DCE,乙二醇主力,, +40,EGL.DCE,乙二醇连续,, +41,LH.DCE,生猪主力,, +42,LG.DCE,原木主力,, +43,LGL.DCE,原木连续,, +0,SH.ZCE,烧碱主力,, +1,SHL.ZCE,烧碱连续,, +2,CJL.ZCE,红枣连续,, +3,CJ.ZCE,红枣主力,, +4,UR.ZCE,尿素主力,, +5,URL.ZCE,尿素连续,, +6,TA.ZCE,PTA主力,, +7,MAL.ZCE,甲醇连续,, +8,CFL.ZCE,郑棉连续,, +9,SRL.ZCE,白糖连续,, +10,RSL.ZCE,菜籽连续,, +11,LRL.ZCE,晚籼稻连续,, +12,OI.ZCE,菜油主力,, +13,MA.ZCE,甲醇主力,, +14,RIL.ZCE,早籼稻连续,, +15,RS.ZCE,菜籽主力,, +16,ZC.ZCE,动力煤主力,, +17,LR.ZCE,晚籼稻主力,, +18,OIL.ZCE,菜油连续,, +19,WHL.ZCE,强麦连续,, +20,PM.ZCE,普麦主力,, +21,SR.ZCE,白糖主力,, +22,RI.ZCE,早籼稻主力,, +23,SFL.ZCE,硅铁连续,, +24,RML.ZCE,菜粕连续,, +25,TAL.ZCE,PTA连续,, +26,SML.ZCE,锰硅连续,, +27,FGL.ZCE,玻璃连续,, +28,PML.ZCE,普麦连续,, +29,SF.ZCE,硅铁主力,, +30,WH.ZCE,强麦主力,, +31,ZCL.ZCE,动力煤连续,, +32,JR.ZCE,粳稻主力,, +33,JRL.ZCE,粳稻连续,, +34,SM.ZCE,锰硅主力,, +35,FG.ZCE,玻璃主力,, +36,CF.ZCE,棉花主力,, +37,RM.ZCE,菜粕主力,, +38,PF.ZCE,短纤主力,, +39,AP.ZCE,苹果主力,, +40,APL.ZCE,苹果连续,, +41,CY.ZCE,棉纱主力,, +42,CYL.ZCE,棉纱连续,, +43,PR.ZCE,瓶片主力,, +44,PRL.ZCE,瓶片连续,, +45,PFL.ZCE,短纤连续,, +46,PX.ZCE,对二甲苯主力,, +47,PXL.ZCE,对二甲苯连续,, +48,ER.ZCE,早籼稻主力,, +49,ERL.ZCE,早籼稻连续,, +50,ME.ZCE,甲醇主力,, +51,RO.ZCE,菜油主力,, +52,ROL.ZCE,菜油连续,, +53,TC.ZCE,动力煤主力,, +54,WS.ZCE,强麦主力,, +55,WSL.ZCE,强麦连续,, +56,WT.ZCE,硬麦主力,, +57,SA.ZCE,纯碱主力,, +58,SAL.ZCE,纯碱连续,, +59,PKL.ZCE,花生连续,, +60,PK.ZCE,花生主力,, +61,MEL.ZCE,甲醇连续,, +62,TCL.ZCE,动力煤连续,, +0,SS.SHF,不锈钢主力,, +1,BR.SHF,丁二烯橡胶主力,, +2,BRL.SHF,丁二烯橡胶连续,, +3,AUL.SHF,沪金连续,, +4,AL.SHF,沪铝主力,, +5,SNL.SHF,沪锡连续,, +6,CU.SHF,沪铜主力,, +7,ZN.SHF,沪锌主力,, +8,AG.SHF,白银主力,, +9,RB.SHF,螺纹钢主力,, +10,BUL.SHF,沥青连续,, +11,SN.SHF,沪锡主力,, +12,FUL.SHF,燃油连续,, +13,AGL.SHF,沪银连续,, +14,NI.SHF,沪镍主力,, +15,HCL.SHF,热轧卷板连续,, +16,PBL.SHF,沪铅连续,, +17,WR.SHF,线材主力,, +18,NIL.SHF,沪镍连续,, +19,RBL.SHF,螺纹钢连续,, +20,CUL.SHF,沪铜连续,, +21,FU.SHF,燃油主力,, +22,AU.SHF,黄金主力,, +23,ALL.SHF,沪铝连续,, +24,PB.SHF,沪铅主力,, +25,ZNL.SHF,沪锌连续,, +26,WRL.SHF,线材连续,, +27,RU.SHF,橡胶主力,, +28,RUL.SHF,橡胶连续,, +29,HC.SHF,热轧卷板主力,, +30,BU.SHF,沥青主力,, +31,SSL.SHF,不锈钢连续,, +32,SP.SHF,纸浆主力,, +33,SPL.SHF,纸浆连续,, +34,AO.SHF,氧化铝主力,, +35,AOL.SHF,氧化铝连续,, +0,BCL.INE,国际铜连续,, +1,NRL.INE,20号胶连续,, +2,NR.INE,20号胶主力,, +3,EC.INE,集运指数(欧线)主力,, +4,ECL.INE,集运指数(欧线)连续,, +5,SC.INE,原油主力,, +6,SCL.INE,原油连续,, +7,LUL.INE,低硫燃料油连续,, +8,LU.INE,低硫燃料油主力,, +9,BC.INE,国际铜主力,, +10,SCTAS.INE,原油TAS指令主力,, +11,SCTASL.INE,原油TAS指令连续,, +0,SI.GFE,工业硅主力,, +1,SIL.GFE,工业硅连续,, +2,LC.GFE,碳酸锂主力,, +3,LCL.GFE,碳酸锂连续,, diff --git a/BackTrader/future_test.py b/BackTrader/future_test.py new file mode 100644 index 00000000..a5bb587e --- /dev/null +++ b/BackTrader/future_test.py @@ -0,0 +1,36 @@ +import pandas as pd +from tools import DataGet +from config import Config +from tools import DataIO +class FutureTest: + def __init__(self): + self.name=FutureTest + self.pro=DataGet.login_ts() + self.exchanges=["CFFEX","DCE","CZCE","SHFE","INE","GFEX"] + self.config=Config() + def get_data(self): + dfs=[] + for exchange in self.exchanges: + df =self.pro.fut_basic(exchange='INE', fut_type='2', fields='ts_code,symbol,name,list_date,delist_date') + dfs.append(df) + return dfs + def export_to_csv(self): + dfs=[] + com_df=pd.DataFrame() + #Sry guys, wait for top-up.So let's set API limit =2 per min + for item in self.exchanges: + df = self.pro.fut_basic(exchange=item, fut_type='1', fields='ts_code,symbol,name,list_date,delist_date') + df['exchange']=item + com_df=pd.concat([com_df,df]) + + + + com_df.to_csv("test.csv") + def get_fut_data(self)->pd.DataFrame: + result=self.pro.fut_daily(ts_code="T1906.CFX",exchange="CFFFX",start_date='20200101',end_date='20200501') + return result +ft=FutureTest() +codes,date1,date2=DataIO.input_futureInformation() +print(codes) +print(date1) +print(date2) diff --git a/BackTrader/main.py b/BackTrader/main.py index 44143798..6a602f8a 100644 --- a/BackTrader/main.py +++ b/BackTrader/main.py @@ -1,5 +1,4 @@ -from MainController import MainController -if __name__ == '__main__': - # 程序入口，启动主控制器 - MainController.start() - +from main_controller import MainController +if __name__ == '__main__': + # 程序入口，启动主控制器 + MainController.start() diff --git a/BackTrader/MainController.py b/BackTrader/main_controller.py similarity index 59% rename from BackTrader/MainController.py rename to BackTrader/main_controller.py index 7bc97662..a9828d15 100644 --- a/BackTrader/MainController.py +++ b/BackTrader/main_controller.py @@ -1,46 +1,62 @@ -from DataIO import DataIO -from BackTest_Control import BackTest -import StrategyOptimization -class MainController: - @staticmethod - def start(): - """ - 程序的主入口，提供用户交互菜单，允许用户选择不同的功能。 - """ - while True: - print("*************************************************************************************") - choose = input("请选择功能：\n1.批量独立资金池回测\n2.共享资金池回测\n3.策略参数优化\n(输入：“*”退出系统)\n") - - if choose == "1": - # 获取用户输入的股票代码、起始日期和结束日期 - codes, start_date, end_date = DataIO.input_stockInformation() - # 执行批量独立资金池回测 - BackTest.batch_test(symbol_list=codes, start_date=start_date, end_date=end_date) - continue - elif choose == "2": - # 获取用户输入的股票代码、起始日期和结束日期 - codes, start_date, end_date = DataIO.input_stockInformation() - # 执行共享资金池回测 - BackTest.shared_cash_test(symbol_list=codes, start_date=start_date, end_date=end_date) - continue - elif choose == "3": - # 获取用户输入的股票代码、起始日期和结束日期 - codes, start_date, end_date = DataIO.input_stockInformation() - # 执行策略参数优化流程 - StrategyOptimization.strategy_optimization_flow(symbol_list=codes, start_date=start_date, - end_date=end_date) - continue - elif choose == "*": - # 退出系统 - print("系统已退出！") - break - elif choose == "": - # 输入为空的情况 - print("输入为空！请重试！！！") - continue - else: - # 输入非法字符的情况 - print("非法输入！请重试！！！") - continue - - +from tools.data_io import DataIO +from backtest_control import BackTest +class MainController: + @staticmethod + def start(): + """ + 程序的主入口，提供用户交互菜单，允许用户选择不同的功能。 + """ + while True: + print("*************************************************************************************") + pick=input("请选择交易大类：\n1.股票\n2.期货\n") + if pick=='1': + pass + if pick=='2': + codes, start_date, end_date = DataIO.input_futureInformation() + BackTest.shared_cash_fut_pointing_test(symbol_list=codes,start_date=start_date,end_date=end_date) + return + print("*************************************************************************************") + choose = input("请选择功能：\n1.批量独立资金池回测\n2.共享资金池回测\n3.共享资金池打分回测\n4.策略参数优化\n(输入：“*”退出系统)\n") + + if choose == "1": + # 获取用户输入的股票代码、起始日期和结束日期 + codes, start_date, end_date = DataIO.input_stockInformation() + # 执行批量独立资金池回测 + BackTest.batch_test(symbol_list=codes, start_date=start_date, end_date=end_date) + continue + elif choose == "2": + # 获取用户输入的股票代码、起始日期和结束日期 + codes, start_date, end_date = DataIO.input_stockInformation() + # 执行共享资金池打分回测 + BackTest.shared_cash_test(symbol_list=codes, start_date=start_date, end_date=end_date) + continue + elif choose == "3": + # 获取用户输入的股票代码、起始日期和结束日期 + codes, start_date, end_date = DataIO.input_stockInformation() + # 执行共享资金池回测 + BackTest.shared_cash_pointing_test(symbol_list=codes, start_date=start_date, end_date=end_date) + return + + + elif choose == "4": + # 获取用户输入的股票代码、起始日期和结束日期 + codes, start_date, end_date = DataIO.input_stockInformation() + # 执行策略参数优化流程 + BackTest.shared_cash_pv_test(symbol_list=codes, start_date=start_date,end_date=end_date) + continue + + + elif choose == "*": + # 退出系统 + print("系统已退出！") + break + elif choose == "": + # 输入为空的情况 + print("输入为空！请重试！！！") + continue + else: + # 输入非法字符的情况 + print("非法输入！请重试！！！") + continue + + diff --git a/BackTrader/pandas_deal.py b/BackTrader/pandas_deal.py new file mode 100644 index 00000000..8d1565e3 --- /dev/null +++ b/BackTrader/pandas_deal.py @@ -0,0 +1,7 @@ +import pandas as pd + +file_path = 'datasets/future_codes.csv' +df = pd.read_csv(file_path) +df['code']=df['期货名'] +print(df) +df.to_csv(file_path, index=False) \ No newline at end of file diff --git a/BackTrader/requirements.txt b/BackTrader/requirements.txt deleted file mode 100644 index d467dcb9..00000000 Binary files a/BackTrader/requirements.txt and /dev/null differ diff --git a/BackTrader/shared_cash_peak_valley.py b/BackTrader/shared_cash_peak_valley.py new file mode 100644 index 00000000..9d945e33 --- /dev/null +++ b/BackTrader/shared_cash_peak_valley.py @@ -0,0 +1,89 @@ +import backtrader as bt +from backtrader.indicators import * +from optunity.solvers.util import score + +from tools import Log +import pandas as pd + +class Shared_Cash_Peak_Valley(bt.Strategy): + params = ( + ('period', 20), + ) + def __init__(self): + # 初始化时为每个数据流（即每只股票）创建指标 + self.highest = {} + self.lowest = {} + self.middle = {} + self.score = {} + + for data in self.datas: + # 计算20天内的最高价和最低价 + self.highest[data] = bt.indicators.Highest(self.data.high, period=self.params.period) + self.lowest[data] = bt.indicators.Lowest(self.data.low, period=self.params.period) + + # 计算中间值 + self.middle[data] = (self.highest[data] + self.lowest[data]) / 2 + + # 计算分数 + # self.percent_change[data] = bt.indicators.PercentChange(self.data.close, period=1) + # 价格等于中间值时，分数为0 + # 当价格高于中间值时，分数为正 + # 当价格低于中间值时，分数为负 + self.score[data] = (self.data.close - self.middle[data]) / (self.highest[data] - self.lowest[data]) * 100 + + def next(self): + self.peak_valley()#执行策略 + + def peak_valley(self):#具体的策略 + scores = [] + for data in self.datas:#满足一个指标就加一分 + score = self.score[data][0] + scores.append((data, score)) + # 按分数排序 + scores.sort(key=lambda x: x[1], reverse=True) + # 处理买入和卖出逻辑 + self.handle_trades(scores) + + def handle_trades(self, scores): # 买卖条件需具体定义 + # # 买入分数最高的且没有持仓的股票 + # for data, score in scores: + # if not self.getposition(data).size and score > 0: + # self.buy(data=data) + # break # 只买入一只股票 + # + # # 卖出分数最低的且有持仓的股票 + # for data, score in reversed(scores): + # if self.getposition(data).size and score < 0: + # self.sell(data=data) + # break # 只卖出一只股票 + + bought = False + sold = False + for data, score in scores: + if not self.getposition(data).size and score > 0 and not bought: + self.buy(data=data) + bought = True + break # 只买入一只股票 + + for data, score in reversed(scores): + if self.getposition(data).size and score < 0 and not sold: + self.sell(data=data) + sold = True + break # 只卖出一只股票 + + def notify_order(self, order): + if order.status in [order.Completed]: + if order.isbuy(): + self.log( + f'BUY EXECUTED, Price: {order.executed.price:.2f}, Cost: {order.executed.value:.2f}, Comm: {order.executed.comm:.2f}') + else: + self.log( + f'SELL EXECUTED, Price: {order.executed.price:.2f}, Cost: {order.executed.value:.2f}, Comm: {order.executed.comm:.2f}') + elif order.status in [order.Canceled, order.Margin, order.Rejected]: + self.log('Order Canceled/Margin/Rejected') + + def log(self, txt, dt=None, data=None): + dt = dt or self.datas[0].datetime.date(0) + data_name = getattr(data, 'name', 'Unknown') + print(f'{dt.isoformat()}, {data_name}: {txt}') + diff --git a/BackTrader/Shared_cash_pool.py b/BackTrader/shared_cash_pool.py similarity index 72% rename from BackTrader/Shared_cash_pool.py rename to BackTrader/shared_cash_pool.py index b88fba14..7aaab037 100644 --- a/BackTrader/Shared_cash_pool.py +++ b/BackTrader/shared_cash_pool.py @@ -1,133 +1,115 @@ -import backtrader as bt -from backtrader.indicators import * -from datetime import time -import AddPos -import DataIO -import BuyAndSell -import Log_Func -class Shared_cash_pool(bt.Strategy): - """ - 共享资金池策略类，主要用于管理多个品种的买卖决策，策略基于不同的技术指标。 - """ - - def __init__(self): - """ - 初始化共享资金池策略中的指标，确保每个品种的技术指标独立计算。 - """ - self.sma5 = dict() # 5日简单移动平均 - self.ema15 = dict() # 15日指数加权移动平均 - self.bolling_top = dict() # 布林带上轨 - self.bolling_bot = dict() # 布林带下轨 - self.notify_flag = 1 # 控制是否打印订单状态 - self.out_money=dict() - self.sell_num=dict() - self.num_of_codes=dict() - self.num_of_rest=dict() - self.sell_judge=dict() - self.proceeds=0 - self.pending_allocation=0 - self.checking_time=time(14,50) - self.target_percent=0.05 - for index, data in enumerate(self.datas): - c = data.close - self.sma5[data] = MovingAverageSimple(c,period=10) # 初始化5日简单移动均线 - self.ema15[data] = ExponentialMovingAverage(c,period=10) # 初始化15日指数加权移动均线 - self.bolling_top[data] = bt.indicators.BollingerBands(c, period=20).top # 初始化布林带上轨 - self.bolling_bot[data] = bt.indicators.BollingerBands(c, period=20).bot # 初始化布林带下轨 - self.out_money[data]=0#平仓得到的钱初始化 - self.sell_num[data]=0#平仓卖出的品类数初始化 - self.num_of_codes[data]=0#持仓的总品类数初始化 - self.num_of_rest[data]=0#每天平仓后剩余的持仓品类数初始化 - self.sell_judge[data]=0 - self.update_percent_judge=0 - - - - def next(self): - """ - 每个时间步执行共享资金池策略。 - """ - if self.update_percent_judge==0: - DataIO.DataIO.change_target_percent(self) - self.update_percent_judge+=1 - self.shared_cash() # 执行共享资金池策略 - - - def notify_order(self, order): - """ - 通知订单状态，用于查看订单执行情况。 - """ - if self.notify_flag: - if order is None: - print("Received a None Order") - return - if order.status in [order.Submitted, order.Accepted]: # 订单被接受，等待执行 - return - if order.status in [order.Completed]: - data=order.data - if order.isbuy(): # 买入订单完成 - Log_Func.Log.log(self, - f"BUY EXECUTED,{data._name}, Size:{order.executed.size}," - f"Price:{order.executed.price:.2f}," - f"Cost:{order.executed.value:.2f}," - f"Commission:{order.executed.comm:.2f}" - ) - elif order.issell() or order.isclose(): # 卖出订单完成 - #net_proceeds=order.executed.value-order.executed.comm - #self.proceeds+=net_proceeds - Log_Func.Log.log(self, - f"SELL EXECUTED,{data._name},Size:{order.executed.size}," - f"Price:{order.executed.price:.2f}," - f"Cost:{order.executed.value:.2f}," - #f"Cost:{order.executed.size*order.executed.price}" - f"Commission:{order.executed.comm:.2f}," - #f"Net Proceeds:{net_proceeds:.2f}" - ) - #if self.getposition(data).size==0: - #self.allocate_proceeds(net_proceeds,sold_data=data) - elif order.status is order.Canceled: - Log_Func.Log.log(self,'ORDER CANCELED') - elif order.status is order.Rejected: - Log_Func.Log.log(self,'ORDER REJECTED') - elif order.status is order.Margin: - Log_Func.Log.log(self,'ORDER MARGIN') - else: - pass - - def shared_cash(self): - """ - 根据共享资金池策略的条件进行每个品种的买入或卖出。 - """ - - for data in self.datas: - pos=self.getposition(data).size - if pos==0: - size=self.calculate_quantity(data) - #BuyAndSell.Buy_And_Sell_Strategy.buy_function(self,line=data,size=size) - BuyAndSell.Buy_And_Sell_Strategy.open_short_function(self,line=data,size=size) - else: - #BuyAndSell.Buy_And_Sell_Strategy.sell_function(self,line=data) - BuyAndSell.Buy_And_Sell_Strategy.close_short_function(self,line=data) - #AddPos.addpos.rebalance_long_positions(self) - AddPos.addpos.rebalance_short_positions(self) - - - def calculate_quantity(self, line) -> int: - """ - 根据可用资金计算每次交易的数量。 - """ - available_cash=self.broker.getcash()*0.05 - close_price=line.close[0] - quantity=int(available_cash/close_price) - return quantity - - def stop(self): - Log_Func.Log.log(self,f'Total Proceeds from Sell Orders:{self.proceeds:.2f}') - - def print_position(self, line) -> None: - """ - 打印当前持仓信息。 - """ - pos = self.getposition(line) - print(f"品种: {line._name} 的当前仓位: {pos.size} @price: {pos.price}") - +from backtrader.indicators import * +from datetime import time +from strategies.shared_cash_logic import SharedLogic +from tools import data_get,data_io,log_func +import backtrader as bt + +class Shared_cash_pool(bt.Strategy): + """ + 共享资金池策略类，主要用于管理多个品种的买卖决策，策略基于不同的技术指标。 + """ + + def __init__(self): + """ + 初始化共享资金池策略中的指标，确保每个品种的技术指标独立计算。 + """ + self.logic=SharedLogic() + self.sma5 = dict() # 5日简单移动平均 + self.ema15 = dict() # 15日指数加权移动平均 + self.bolling_top = dict() # 布林带上轨 + self.bolling_bot = dict() # 布林带下轨 + self.notify_flag = 1 # 控制是否打印订单状态 + self.out_money=dict() + self.sell_num=dict() + self.num_of_codes=dict() + self.num_of_rest=dict() + self.sell_judge=dict() + self.proceeds=0 + self.pending_allocation=0 + self.checking_time=time(14,50) + self.target_percent=0.05 + self.ema12=dict() + self.ema26=dict() + self.diff=dict() + self.dea=dict() + for index, data in enumerate(self.datas): + c = data.close + self.sma5[data] = MovingAverageSimple(c,period=10) # 初始化5日简单移动均线 + self.ema15[data] = ExponentialMovingAverage(c,period=10) # 初始化15日指数加权移动均线 + self.bolling_top[data] = bt.indicators.BollingerBands(c, period=20).top # 初始化布林带上轨 + self.bolling_bot[data] = bt.indicators.BollingerBands(c, period=20).bot # 初始化布林带下轨 + self.out_money[data]=0#平仓得到的钱初始化 + self.sell_num[data]=0#平仓卖出的品类数初始化 + self.num_of_codes[data]=0#持仓的总品类数初始化 + self.num_of_rest[data]=0#每天平仓后剩余的持仓品类数初始化 + self.sell_judge[data]=0 + self.update_percent_judge=0 + self.ema12[data]=ExponentialMovingAverage(c,period=12) + self.ema26[data]=ExponentialMovingAverage(c,period=26) + self.diff[data]=self.ema12[data]-self.ema26[data] + self.dea[data]=ExponentialMovingAverage(self.diff[data],period=9) + + + + + def next(self): + """ + 每个时间步执行共享资金池策略。 + """ + if self.update_percent_judge==0: + data_io.DataIO.change_target_percent(self) + self.update_percent_judge+=1 + self.logic.shared_cash(self) + + + def notify_order(self, order): + """ + 通知订单状态，用于查看订单执行情况。 + """ + if self.notify_flag: + if order is None: + print("Received a None Order") + return + if order.status in [order.Submitted, order.Accepted]: # 订单被接受，等待执行 + return + if order.status in [order.Completed]: + data=order.data + if order.isbuy(): # 买入订单完成 + log_func.Log.log(self, + f"BUY EXECUTED,{data._name}, Size:{order.executed.size}," + f"Price:{order.executed.price:.2f}," + f"Cost:{order.executed.value:.2f}," + f"Commission:{order.executed.comm:.2f}" + ) + elif order.issell() or order.isclose(): # 卖出订单完成 + #net_proceeds=order.executed.value-order.executed.comm + #self.proceeds+=net_proceeds + log_func.Log.log(self, + f"SELL EXECUTED,{data._name},Size:{order.executed.size}," + f"Price:{order.executed.price:.2f}," + f"Cost:{order.executed.value:.2f}," + #f"Cost:{order.executed.size*order.executed.price}" + f"Commission:{order.executed.comm:.2f}," + #f"Net Proceeds:{net_proceeds:.2f}" + ) + #if self.getposition(data).size==0: + #self.allocate_proceeds(net_proceeds,sold_data=data) + elif order.status is order.Canceled: + log_func.Log.log(self,'ORDER CANCELED') + elif order.status is order.Rejected: + log_func.Log.log(self,'ORDER REJECTED') + elif order.status is order.Margin: + log_func.Log.log(self,'ORDER MARGIN') + else: + pass + + def stop(self): + log_func.Log.log(self,f'Total Proceeds from Sell Orders:{self.proceeds:.2f}') + + def print_position(self, line) -> None: + """ + 打印当前持仓信息。 + """ + pos = self.getposition(line) + print(f"品种: {line._name} 的当前仓位: {pos.size} @price: {pos.price}") + diff --git a/BackTrader/shared_cash_pool_pointing.py b/BackTrader/shared_cash_pool_pointing.py new file mode 100644 index 00000000..58e08459 --- /dev/null +++ b/BackTrader/shared_cash_pool_pointing.py @@ -0,0 +1,349 @@ +import backtrader as bt +from backtrader.indicators import * +from strategies import SharedLogic +from tools import Log +import pandas as pd +import Indicators +import datetime +class Shared_Cash_Pool_Pointing(bt.Strategy): + params = ( + ('backtest_start_date', None), + ('backtest_end_date', None), + ) + + def __init__(self): + #各种打分用的指标 + self.cash=100000000 + self.DIFF=dict() + self.MACD=dict() + self.notify_flag=1 + self.profit=dict()#分品类保存利润的字典 + self.profit_contribution=dict() + self.EMA26=dict() + self.EMA12=dict() + self.DEA=dict() + self.target_percent=0.05 + for data in self.datas: + c=data.close + self.profit[data._name]=0#各品类初始化为0 + self.profit_contribution[data._name]=0 + self.EMA26[data]=Indicators.CustomEMA(c,period=26) + self.EMA12[data]=Indicators.CustomEMA(c,period=12) + self.DIFF[data]=self.EMA12[data]-self.EMA26[data] + self.DEA[data] =Indicators.CustomEMA(self.DIFF[data], period=9) + self.MACD[data]=2*(self.DIFF[data]-self.DEA[data]) + + def next(self): + current_date = self.datas[0].datetime.date(0) + if self.params.backtest_start_date <= current_date <= self.params.backtest_end_date: + self.shared_cash_pointing()#执行策略 + for data in self.datas: + Log.log(self,f'{data._name}的收盘价:{data.close[0]}') + Log.log(self,f'{data._name}的指标,EMA26:{self.EMA26[data][0]},') + Log.log(self,f'{data._name}的指标,EMA12:{self.EMA12[data][0]},') + Log.log(self,f'{data._name}的指标,DIFF:{self.DIFF[data][0]},') + Log.log(self,f'{data._name}的指标,DEA:{self.DEA[data][0]},') + Log.log(self,f'{data._name}的指标,MACD:{self.MACD[data][0]},') + hold_equity=self.getposition(data).size*data.close[0] + Log.log(self,f'{data._name}的权益:{abs(hold_equity)}') + Log.log(self,f'今天的可用资金:{self.cash}') + print(self.profit) + Log.log(self,f'今天的权益:{self.getvalue()}') + + def stop(self): + #最后一天结束后，把持仓品类的权益释放出来加到各个品种利润上面 + for data in self.datas: + if self.getposition(data).size!=0: + self.profit[data._name]+=abs(self.getposition(data).size)*abs(data.close[0]) + self.calculate_contribution() + print(self.profit) + print(self.profit_contribution) + print('here is report') + self.text_report() + + def notify_order(self,order): + if self.notify_flag: + data=order.data#获取这笔订单对应的品类 + if order is None: + Log.log(self,f'Receive a none order') + return + if order.status in [order.Submitted, order.Accepted]: + return + if order.status in [order.Completed]: + + if order.isbuy(): + + Log.log(self, + f"订单完成:买单,{data._name}, 手数:{abs(order.executed.size)}," + f"每手价格:{order.executed.price:.2f}," + f"总价格:{abs(order.executed.value):.2f}," + f"手续费:{order.executed.comm:.2f}" + ) + #观察日志，发现手数和金额同号的时候是开/加仓，反之是平/减仓 + if (order.executed.size*order.executed.value)>0: + self.cashflow(data,-1,order) + + elif (order.executed.size*order.executed.value)<0: + self.cashflow(data,1,order) + + + + + elif order.issell(): + Log.log(self, + f"订单完成:卖单,{data._name},手数:{abs(order.executed.size)}," + f"每手价格:{order.executed.price:.2f}," + f"总价格:{abs(order.executed.value):.2f}," + f"手续费:{order.executed.comm:.2f}" + ) + #观察日志，发现手数和金额同号的时候是开/加仓，反之是平/减仓 + if (order.executed.size*order.executed.value)>0: + self.cashflow(data,-1,order) + + elif (order.executed.size*order.executed.value)<0: + self.cashflow(data,1,order) + def cashflow(self,data,symbol,order): + #通过订单和品类，改变字典中这个品类的利润 + if symbol==1: + self.profit[data._name]+=abs(order.executed.value) + #通过executed.value来加减利润 + Log.log(self,f'品类:{data._name}的利润增加额:{abs(order.executed.value)}') + self.cash=self.cash+abs(order.executed.value) + elif symbol==-1: + self.profit[data._name]-=abs(order.executed.value) + Log.log(self,f'品类:{data._name}的利润减少额:{abs(order.executed.value)}') + self.cash=self.cash-abs(order.executed.value) + + + def shared_cash_pointing(self):#具体的策略（打分方式是随便写的） + self.point=dict()#字典当打分表，记录每个品种的打分情况 + for data in self.datas:#满足一个指标就加一分 + + #if len(data)<=len(self): + #continue + + self.point[data._name]=0 + if round(self.DIFF[data][0],2)>round(self.DEA[data][0],2) and round(self.DIFF[data][-1],2)<=round(self.DEA[data][-1],2): + self.point[data._name]+=3 + if round(self.MACD[data][0],2)>round(self.MACD[data][-1],2): + self.point[data._name]+=2 + if round(self.MACD[data][0],2)>0: + self.point[data._name]+=1 + if round(self.DIFF[data][0],2)<=round(self.DEA[data][0],2) and round(self.DIFF[data][-1],2)>round(self.DEA[data][-1],2): + self.point[data._name]-=3 + if round(self.MACD[data][0],2)<=round(self.MACD[data][-1],2): + self.point[data._name]-=2 + if round(self.MACD[data][0],2)<=0: + self.point[data._name]-=1 + if self.EMA26[data][0]>2: + self.point[data._name]+=1 + + scores_df=pd.DataFrame(list(self.point.items()),columns=['Stock','Score'])#记录打分表 + self.grading_open_long_function(scores_df) + #分高的执行开多 + self.grading_open_short_function(scores_df) + #分低的执行开空 + self.grading_close_function(scores_df) + #中间的平仓''' + + + def grading_open_long_function(self,rank):#打分靠前的开多 + rank_sorted=rank.sort_values(by=['Score','Stock'],ascending=[False,True])#按分排序 + print(rank_sorted) + top_stocks=rank_sorted.iloc[[0]]#分最高的那个开多 + print(top_stocks) + for stock in top_stocks['Stock']:#从品类代码反得到data对象 + best_data=None + for data in self.datas: + if data._name==stock: + best_data=data + break + + if best_data: + size=self.calculate_quantity(self,best_data) + #计算开多手数 + pos=self.getposition(best_data).size + #获取现有持仓 + if pos==0: + #没有持仓，直接开多 + Log.log(self,f'订单创建:开多, {best_data._name}, 手数: {size}, 成交价: {best_data.close[0]:.2f}') + self.buy(data=best_data,size=size) + + + elif pos<0: + #持有空头，先平空再开多 + Log.log(self,f'订单创建:先平空, {best_data._name}, 手数: {pos}, 成交价: {best_data.close[0]:.2f}') + order=self.close(data=best_data) + + Log.log(self,f'订单创建:后开多, {best_data._name}, 手数: {size}, 成交价: {best_data.close[0]:.2f}') + order=self.buy(data=best_data,size=size) + + elif pos>0: + #本就持有多头，执行调仓 + self.rebalance_long_positions(best_data) + + + def grading_open_short_function(self, rank):#打分靠后的开空 + rank_sorted=rank.sort_values(by=['Score','Stock'],ascending=[False,True])#按分数排序 + bot_stocks=rank_sorted.iloc[[-1]]#找分最低的 + print(bot_stocks) + for stock in bot_stocks['Stock']:#获取data对象 + worst_data=None + for data in self.datas: + if data._name==stock: + worst_data=data + break + if worst_data: + size=self.calculate_quantity(self,worst_data) + #计算开空手数 + pos=self.getposition(worst_data).size#获取持仓 + if pos==0:#没有持仓，直接开空 + Log.log(self,f'订单创建:开空, {worst_data._name}, Size: {size}, Price: {worst_data.close[0]:.2f}') + order=self.sell(data=worst_data,size=size) + + elif pos>0:#持有多头，先平多再开空 + Log.log(self,f'订单创建:先平多, {worst_data._name}, Size: {pos}, Price: {worst_data.close[0]:.2f}') + order=self.close(data=worst_data) + + Log.log(self,f'订单创建:后开空, {worst_data._name}, Size: {size}, Price: {worst_data.close[0]:.2f}') + order=self.sell(data=worst_data,size=size) + elif pos<0:#本来就持有空头，执行调仓 + self.rebalance_short_positions(specific_assets=worst_data) + + def grading_close_function(self,rank):#分数靠中间的平仓 + rank_sorted=rank.sort_values(by=['Score','Stock'],ascending=[False,True])#排序 + rank_sorted_cut=rank_sorted.iloc[1:-1]#截取中间的 + print(rank_sorted_cut) + for stock in rank_sorted_cut['Stock']:#获取data对象 + close_data=None + for data in self.datas: + if data._name==stock: + close_data=data + break + if close_data: + pos=self.getposition(close_data).size + if pos!=0:#有仓位，就平仓 + Log.log(self,f'订单创建:平中间分数,{close_data._name},手数,{pos},价格: {close_data.close[0]:.2f}') + order=self.close(data=close_data) + + def calculate_quantity(self, st:bt.Strategy,line:bt.DataSeries) -> int: + available_cash=self.cash*0.05 + close_price=line.close[0] + quantity=int(available_cash/close_price) + return quantity + + def rebalance_long_positions(self,specific_assets):#给多头调仓 + self.target_percent=0.05 + Log.log(self,f"检查现有多头持仓") + current_value=self.cash#现有权益 + data=specific_assets + position=self.getposition(data)#现有仓位 + current_price=data.close[0]#今日收盘价 + current_pos_value=position.size*current_price#现有仓位价值 + target_pos_value=current_value*(self.target_percent)#目标仓位价值 + target_pos=int(target_pos_value/current_price)#目标仓位 + + Log.log(self,f"{data._name}:现有多头手数:{position.size:.2f},现有多头权益:{current_pos_value:.2f}") + Log.log(self,f"{data._name}:目标多头手数:{target_pos:.2f},目标多头权益:{target_pos_value:.2f}") + + delta_size=target_pos-position.size#算要加/减多少仓位 + + if delta_size>0:#买入增加多头 + Log.log(self,f"买入增加多头:{data._name} 手数 {abs(delta_size):.2f}") + order=self.buy(data=data,size=delta_size) + + + elif delta_size<0:#卖出减少多头 + Log.log(self,f"卖出减少多头:{data._name} 手数 {abs(delta_size):.2f}") + order=self.sell(data=data,size=delta_size) + + + elif delta_size==0: + pass + + + def rebalance_short_positions(self, specific_assets):#给空头调仓 + Log.log(self,f"检查现有空头持仓") # 记录开始检查空头仓位的日志 + current_value=self.getvalue() # 获取当前投资组合的总价值 + Log.log(self,f"总权益:{current_value:.2f}") # 记录当前投资组合的总价值 + # 获取当前持有的所有空头仓位 + data=specific_assets + position=self.getposition(data) + current_price=data.close[0] # 获取当前股票的价格 + current_pos_value=position.size*current_price # 计算当前仓位的价值 + target_pos_value=current_value*self.target_percent*(-1) # 计算目标仓位的价值（负数表示空头仓位） + target_pos=int(target_pos_value/current_price) # 计算目标仓位的数量 + # 记录当前仓位的信息 + Log.log(self,f"{data._name}:现有空头手数:{abs(position.size):.2f},现有空头权益:{abs(current_pos_value):.2f}") + # 记录目标仓位的信息 + Log.log(self,f"{data._name}:目标空头手数:{abs(target_pos):.2f},目标空头权益:{abs(target_pos_value):.2f}") + # 计算需要调整的仓位数量 + delta_size=target_pos-position.size + # 如果需要减少空头仓位（即买入平仓） + if delta_size>0: + Log.log(self,f"买入减少空头:{data._name} 手数 {delta_size:.2f}") + order=self.buy(data=data,size=delta_size) + + elif delta_size<0: + Log.log(self,f"卖出增加空头:{data._name} for {abs(delta_size):.2f}") + order=self.sell(data=data,size=delta_size) + + # 如果不需要调整仓位 + elif delta_size==0: + pass + + + def allocate_proceeds(self,proceeds,sold_data):#均分策略 + held_assets=[data for data in self.datas if self.getposition(data).size>0 and data!=sold_data] + num_held=len(held_assets) + + if num_held==0: + self.log(self,"No assets held to allocate proceeds.") + return + + allocation_per_asset=proceeds/num_held + + self.log(self,f"Allocating {allocation_per_asset:.2f} to each of {num_held} held assets.") + + for data in held_assets: + size=int(allocation_per_asset/data.close[0]) + if size>0: + Log.log(self,f"ALLOCATE BUY,{data._name},Size:{size},Price:{data.close[0]:.2f}") + self.buy(data=data,size=size) + Log.log(self,"The Buying Above is Rebuy.") + else: + Log.log(self,f'Insufficient allocation for {data._name},Allocation:{allocation_per_asset:.2f},Price:{data.close[0]:.2f}') + + def getvalue(self): + + value=self.cash + for data in self.datas: + value+=abs(data.close[0]*self.getposition(data).size) + + return value + + def calculate_contribution(self): + total_profit=0 + for data in self.datas: + total_profit+=abs(self.profit[data._name]) + + if total_profit!=0: + for data in self.datas: + self.profit_contribution[data._name]=self.profit[data._name]/total_profit + def text_report(self): + print("========共享资金池打分回测========") + endingcash = self.getvalue() # 获取期末权益 + #endingcash=shared_cash_pool_pointing.Shared_Cash_Pool_Pointing.getvalue() + if endingcash <= 0: + endingcash = 0 + # 输出期初和期末权益 + print("期初权益：100000000") + print(f"期末权益：{endingcash}") + profit = endingcash - 100000000 # 计算收益 + symbol_list=list(self.profit.keys()) + print(f'品种:{symbol_list}') + print(f"收益:{round(profit, 2)}") + # 计算收益率 + profit_percent = round((profit / 100000000)*100, 2) + print(f"收益率：{profit_percent}%") + print("========共享资金池打分回测========") \ No newline at end of file diff --git a/BackTrader/Solo_cash_pool.py b/BackTrader/solo_cash_pool.py similarity index 97% rename from BackTrader/Solo_cash_pool.py rename to BackTrader/solo_cash_pool.py index 37200e4f..f8746a54 100644 --- a/BackTrader/Solo_cash_pool.py +++ b/BackTrader/solo_cash_pool.py @@ -1,109 +1,109 @@ -import backtrader as bt -from backtrader.indicators import * - -class Solo_cash_pool(bt.Strategy): - """ - 独立资金池策略类，适用于每次交易只涉及一个品种的回测。 - """ - - def __init__(self): - """ - 初始化独立资金池策略中的各类指标。 - """ - self.indicatordict = dict() # 存储各类技术指标 - self.notify_flag = 0 # 控制是否打印订单状态 - - # 初始化技术指标 - self.indicatordict['SMA5'] = MovingAverageSimple() # 5日简单移动平均线 - self.indicatordict['EMA15'] = ExponentialMovingAverage() # 15日指数移动平均线 - self.indicatordict['MA30'] = MovingAverage() # 30日移动平均线 - self.indicatordict['MACD'] = MACDHisto() # MACD指标的柱状图 - - def next(self): - """ - 每个时间步执行独立资金池策略。 - """ - self.solo_cash() # 执行独立资金池策略逻辑 - - def notify_order(self, order): - """ - 通知订单状态，用于查看订单执行情况。 - """ - if self.notify_flag: - # 查看订单情况 - if order.status in [order.Submitted, order.Accepted]: - return # 订单已提交或接受，等待执行 - if order.status in [order.Completed]: - if order.isbuy(): - # 买入订单完成 - print(f"已买入:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"买入价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.issell(): - # 卖出订单完成 - print(f"已卖出:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"卖出价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.status is order.Canceled: - print('订单取消') - elif order.status is order.Rejected: - print('金额不足，拒绝交易') - elif order.status is order.Margin: - print('保证金不足') - else: - pass # 不打印订单状态 - - def solo_cash(self): - """ - 根据独立资金池策略的条件进行买入或卖出操作。 - """ - size = self.calculate_quantity(self.datas[0]) # 计算交易数量 - self.buy_function(size=size) # 执行买入操作 - self.sell_function() # 执行卖出操作 - - def buy_function(self, size): - """ - 执行买入操作，当满足买入条件时，调用Backtrader的买入函数。 - """ - close_over_sma = self.datas[0].close > self.indicatordict['SMA5'][0] # 当前价格高于5日均线 - close_over_ema = self.datas[0].close > self.indicatordict['EMA15'][0] # 当前价格高于15日指数均线 - sma_ema_diff = self.indicatordict['SMA5'][0] - self.indicatordict['EMA15'][0] # 5日均线与15日均线的差值 - - buy_cond = (close_over_sma or close_over_ema) and (sma_ema_diff > 0) # 定义买入条件 - - if buy_cond and self.broker.get_value() > 0: # 检查是否满足买入条件且有足够资金 - buy_order = self.buy(size=size) # 执行买入操作 - return buy_order - else: - pass # 不满足买入条件，跳过 - - def sell_function(self): - """ - 执行卖出操作，当满足卖出条件时，调用Backtrader的卖出函数。 - """ - sell_cond = self.datas[0].close < self.indicatordict['SMA5'][0] # 当前价格低于5日均线 - - if sell_cond and self.getposition(): # 检查是否满足卖出条件且持有仓位 - sell_order = self.close() # 执行卖出操作 - return sell_order - else: - pass # 不满足卖出条件，跳过 - - def calculate_quantity(self, data) -> int: - """ - 根据策略的逻辑计算交易数量，返回一个整数表示交易数量。 - """ - total_value = self.broker.get_value() # 获取当前总资金 - available_value = total_value * 0.05 # 可用资金为总资金的5% - close_price = data.close[0] # 当前收盘价 - quantity = int(available_value / close_price) # 计算交易数量，取整数 - return quantity - - def print_position(self, line) -> None: - """ - 打印当前持仓信息。 - """ - pos = self.getposition(line) +import backtrader as bt +from backtrader.indicators import * + +class Solo_cash_pool(bt.Strategy): + """ + 独立资金池策略类，适用于每次交易只涉及一个品种的回测。 + """ + + def __init__(self): + """ + 初始化独立资金池策略中的各类指标。 + """ + self.indicatordict = dict() # 存储各类技术指标 + self.notify_flag = 0 # 控制是否打印订单状态 + + # 初始化技术指标 + self.indicatordict['SMA5'] = MovingAverageSimple() # 5日简单移动平均线 + self.indicatordict['EMA15'] = ExponentialMovingAverage() # 15日指数移动平均线 + self.indicatordict['MA30'] = MovingAverage() # 30日移动平均线 + self.indicatordict['MACD'] = MACDHisto() # MACD指标的柱状图 + + def next(self): + """ + 每个时间步执行独立资金池策略。 + """ + self.solo_cash() # 执行独立资金池策略逻辑 + + def notify_order(self, order): + """ + 通知订单状态，用于查看订单执行情况。 + """ + if self.notify_flag: + # 查看订单情况 + if order.status in [order.Submitted, order.Accepted]: + return # 订单已提交或接受，等待执行 + if order.status in [order.Completed]: + if order.isbuy(): + # 买入订单完成 + print(f"已买入:{self.data._name}") + print(f"数量: {order.executed.size}") + print(f"买入价格: {order.executed.price}") + print(f"价值: {order.executed.value}") + elif order.issell(): + # 卖出订单完成 + print(f"已卖出:{self.data._name}") + print(f"数量: {order.executed.size}") + print(f"卖出价格: {order.executed.price}") + print(f"价值: {order.executed.value}") + elif order.status is order.Canceled: + print('订单取消') + elif order.status is order.Rejected: + print('金额不足，拒绝交易') + elif order.status is order.Margin: + print('保证金不足') + else: + pass # 不打印订单状态 + + def solo_cash(self): + """ + 根据独立资金池策略的条件进行买入或卖出操作。 + """ + size = self.calculate_quantity(self.datas[0]) # 计算交易数量 + self.buy_function(size=size) # 执行买入操作 + self.sell_function() # 执行卖出操作 + + def buy_function(self, size): + """ + 执行买入操作，当满足买入条件时，调用Backtrader的买入函数。 + """ + close_over_sma = self.datas[0].close > self.indicatordict['SMA5'][0] # 当前价格高于5日均线 + close_over_ema = self.datas[0].close > self.indicatordict['EMA15'][0] # 当前价格高于15日指数均线 + sma_ema_diff = self.indicatordict['SMA5'][0] - self.indicatordict['EMA15'][0] # 5日均线与15日均线的差值 + + buy_cond = (close_over_sma or close_over_ema) and (sma_ema_diff > 0) # 定义买入条件 + + if buy_cond and self.broker.get_value() > 0: # 检查是否满足买入条件且有足够资金 + buy_order = self.buy(size=size) # 执行买入操作 + return buy_order + else: + pass # 不满足买入条件，跳过 + + def sell_function(self): + """ + 执行卖出操作，当满足卖出条件时，调用Backtrader的卖出函数。 + """ + sell_cond = self.datas[0].close < self.indicatordict['SMA5'][0] # 当前价格低于5日均线 + + if sell_cond and self.getposition(): # 检查是否满足卖出条件且持有仓位 + sell_order = self.close() # 执行卖出操作 + return sell_order + else: + pass # 不满足卖出条件，跳过 + + def calculate_quantity(self, data) -> int: + """ + 根据策略的逻辑计算交易数量，返回一个整数表示交易数量。 + """ + total_value = self.broker.get_value() # 获取当前总资金 + available_value = total_value * 0.05 # 可用资金为总资金的5% + close_price = data.close[0] # 当前收盘价 + quantity = int(available_value / close_price) # 计算交易数量，取整数 + return quantity + + def print_position(self, line) -> None: + """ + 打印当前持仓信息。 + """ + pos = self.getposition(line) print(f"品种: {line._name} 的当前仓位: {pos.size} @price: {pos.price}") \ No newline at end of file diff --git a/BackTrader/strategies/__init__.py b/BackTrader/strategies/__init__.py new file mode 100644 index 00000000..6a7d221f --- /dev/null +++ b/BackTrader/strategies/__init__.py @@ -0,0 +1,5 @@ +from .buy_and_sell import * +from .trade_logic import * +from .shared_cash_logic import * +# from .entry_exit_signals import * +from .exit_signals import * \ No newline at end of file diff --git a/BackTrader/strategies/buy_and_sell.py b/BackTrader/strategies/buy_and_sell.py new file mode 100644 index 00000000..9fb334b5 --- /dev/null +++ b/BackTrader/strategies/buy_and_sell.py @@ -0,0 +1,162 @@ +import backtrader as bt +from tools import log_func +import shared_cash_pool +class BuyAndSellStrategy(bt.Strategy): + + '''def buy_function(self, line, size): + """ + 执行买入操作，当满足买入条件时，调用Backtrader的买入函数。 + """ + close_over_sma = line.close > self.sma5[line][0] # 当前价格高于5日均线 + close_over_ema = line.close > self.ema15[line][0] # 当前价格高于15日指数均线 + sma_ema_diff = self.sma5[line][0] - self.ema15[line][0] # 计算5日均线与15日均线的差值 + #buy_cond = (close_over_sma and close_over_ema and sma_ema_diff > 0) or line.close == self.bolling_top[line][0] # 满足买入条件 + buy_cond = (close_over_sma and close_over_ema and sma_ema_diff > 0) # 满足买入条件 + if buy_cond and self.broker.getcash() > 0: # 确保资金充足 + Log_Func.Log.log(self,f'BUY CREATE, {line._name}, Size: {size}, Price: {line.close[0]:.2f}') + self.buy(data=line,size=size) + else: + pass''' + + def buy_function(self,line,size): + bpk1=(self.diff[line][-1]<=self.dea[line][-1]) + bpk2=(self.diff[line][0]>self.dea[line][0]) + if(bpk1 and bpk2): + pos=self.getposition(line).size + if pos==0 and self.broker.getcash()>0: + log_func.Log.log(self, f'BUY CREATE, {line._name}, Size: {size}, Price: {line.close[0]:.2f}') + self.buy(data=line,size=size) + elif pos<0 and self.broker.getcash()>0: + log_func.Log.log(self, f'CLOSE SHORT CREATE, {line._name}, Size: {pos}, Price: {line.close[0]:.2f}') + self.close(data=line) + log_func.Log.log(self, f'BUY CREATE, {line._name}, Size: {size}, Price: {line.close[0]:.2f}') + self.buy(data=line,size=size) + else: + pass + + def sell_function(self,line,size): + spk1=(self.diff[line][-1]>self.dea[line][-1]) + spk2=(self.diff[line][0]<=self.dea[line][0]) + if (spk1 and spk2): + pos=self.getposition(line).size + if pos==0 and self.broker.getcash()>0: + log_func.Log.log(self, f'OPEN SHORT CREATE, {line._name}, Size: {size}, Price: {line.close[0]:.2f}') + self.sell(data=line, size=size) + elif pos>0 and self.broker.getcash()>0: + log_func.Log.log(self, f'SELL CREATE,{line._name},Size:{pos},Price:{line.close[0]:.2f}') + self.close(data=line) + log_func.Log.log(self, f'OPEN SHORT CREATE, {line._name}, Size: {size}, Price: {line.close[0]:.2f}') + self.sell(data=line, size=size) + + '''def sell_function(self, line): + """ + 执行卖出操作，当满足卖出条件时，调用Backtrader的卖出函数。 + """ + + sell_cond = line.close < self.sma5[line] # 当前价格低于5日均线 + + if sell_cond and self.getposition(line).size>0: # 当前持有仓位时执行卖出 + pos=self.getposition(line).size + Log_Func.Log.log(self,f'SELL CREATE,{line._name},Size:{pos},Price:{line.close[0]:.2f}') + self.close(data=line)''' + + + def open_short_function(self, line, size): + """ + 执行买空操作，当满足买空条件时，调用Backtrader的买空函数。 + """ + close_above_sma = line.close > self.sma5[line][0] # 当前价格高于5日均线 + close_above_ema = line.close > self.ema15[line][0] # 当前价格高于15日指数均线 + sma_ema_diff = self.sma5[line][0] - self.ema15[line][0] # 计算5日均线与15日均线的差值 + buy_short_cond = (close_above_sma and close_above_ema and sma_ema_diff > 0) or line.close == self.bolling_top[line][0] # 满足买空条件 + # 确保没有持仓且、资金充足满足买空条件，则执行买空操作 + if buy_short_cond and not self.position and self.broker.getcash() > 0: + log_func.Log.log(self, f'OPEN SHORT CREATE, {line._name}, Size: {size}, Price: {line.close[0]:.2f}') + self.sell(data=line, size=size) + else: + pass + + def close_short_function(self, line): + """ + 执行卖空操作，当满足卖空条件时，调用Backtrader的卖空函数。 + """ + close_below_sma = line.close < self.sma5[line][0] # 当前价格低于5日均线 + close_below_ema = line.close < self.ema15[line][0] # 当前价格低于15日指数均线 + sma_ema_diff = self.sma5[line][0] - self.ema15[line][0] # 计算5日均线与15日均线的差值 + sell_short_cond = (close_below_sma and close_below_ema and sma_ema_diff < 0) or line.close == self.bolling_bot[line][0] # 满足卖空条件 + + if sell_short_cond and self.broker.getcash() > 0: # 确保资金充足，则执行卖空操作 + pos=self.getposition(line).size + log_func.Log.log(self, f'CLOSE SHORT CREATE, {line._name}, Size: {pos}, Price: {line.close[0]:.2f}') + self.close(data=line) + else: + pass + + def grading_open_long_function(self,top_stocks): + for stock in top_stocks['Stock']: + best_data=None + for data in self.datas: + if data._name==stock: + best_data=data + break + if best_data: + size=shared_cash_pool.Shared_cash_pool.calculate_quantity(self,best_data) + pos=self.getposition(best_data).size + if pos==0: + log_func.Log.log(self, f'OPEH LONG CREATE, {best_data._name}, Size: {size}, Price: {best_data.close[0]:.2f}') + self.buy(data=best_data,size=size) + elif pos<0: + log_func.Log.log(self, f'CLOSE SHORT CREATE, {best_data._name}, Size: {pos}, Price: {best_data.close[0]:.2f}') + self.close(data=best_data) + log_func.Log.log(self, f'OPEN LONG CREATE, {best_data._name}, Size: {size}, Price: {best_data.close[0]:.2f}') + self.buy(data=best_data,size=size) + elif pos>0: + add_pos.addpos.rebalance_long_positions(self,specific_assets=best_data) + + + def grading_open_short_function(self, bot_stocks): + for stock in bot_stocks['Stock']: + worst_data=None + for data in self.datas: + if data._name==stock: + worst_data=data + break + if worst_data: + size=shared_cash_pool.Shared_cash_pool.calculate_quantity(self,worst_data) + pos=self.getposition(worst_data).size + if pos==0: + log_func.Log.log(self, f'OPEN SHORT CREATE, {worst_data._name}, Size: {size}, Price: {worst_data.close[0]:.2f}') + self.sell(data=worst_data,size=size) + elif pos>0: + log_func.Log.log(self, f'CLOSE LONG CREATE, {worst_data._name}, Size: {pos}, Price: {worst_data.close[0]:.2f}') + self.close(data=worst_data) + log_func.Log.log(self, f'OPEN SHORT CREATE, {worst_data._name}, Size: {size}, Price: {worst_data.close[0]:.2f}') + self.sell(data=worst_data,size=size) + elif pos<0: + add_pos.AddPos.rebalance_short_positions(self,specific_assets=worst_data) + + def grading_middle_function(self, middle_stocks): + """处理打分后排名中间的品种""" + # 遍历股票名称 + for stock in middle_stocks['Stock']: + middle_data = None + for data in self.datas: + if data._name == stock: + middle_data = data + break + # 如果原来持有 + size = shared_cash_pool.Shared_cash_pool.calculate_quantity(self, middle_data) + pos = self.getposition(middle_data).size + # 持有空头 → 平空 + if pos < 0: + log_func.Log.log(self, + f'CLOSE SHORT CREATE, {middle_data._name}, Size: {size}, Price: {middle_data.close[0]:.2f}') + self.close(data=middle_data) + # 持有多头 → 平多 + elif pos > 0: + log_func.Log.log(self, + f'CLOSE LONG CREATE, {middle_data._name}, Size: {size}, Price: {middle_data.close[0]:.2f}') + self.close(data=middle_data) + # 如果没有 → pass + elif pos == 0: + pass \ No newline at end of file diff --git a/func.py b/BackTrader/strategies/entry_exit_signals.py similarity index 100% rename from func.py rename to BackTrader/strategies/entry_exit_signals.py diff --git a/BackTrader/strategies/exit_signals.py b/BackTrader/strategies/exit_signals.py new file mode 100644 index 00000000..e69de29b diff --git a/BackTrader/strategies/position_sizing.py b/BackTrader/strategies/position_sizing.py new file mode 100644 index 00000000..e69de29b diff --git a/BackTrader/strategies/shared_cash_logic.py b/BackTrader/strategies/shared_cash_logic.py new file mode 100644 index 00000000..0e87fcbc --- /dev/null +++ b/BackTrader/strategies/shared_cash_logic.py @@ -0,0 +1,31 @@ +from .trade_logic import TradeLogic +from tools import Log +import backtrader as bt + +class SharedLogic(): + def __init__(self): + self.log=Log() + self.logic=TradeLogic() + def shared_cash(self,st:bt.Strategy): + """ + 根据共享资金池策略的条件进行每个品种的买入或卖出。 + """ + + for data in st.datas: + pos=st.getposition(data).size + if pos<=0: + size=self.calculate_quantity(st,data) + self.logic.buy_function(st,line=data,size=size) + #BuyAndSell.Buy_And_Sell_Strategy.open_short_function(st,line=data,size=size) + else: + size=self.calculate_quantity(st,data) + self.logic.sell_function(st,line=data,size=size) + #BuyAndSell.Buy_And_Sell_Strategy.close_short_function(st,line=data) + self.logic.rebalance_long_positions(st) + self.logic.rebalance_short_positions(st) + + def calculate_quantity(self, st:bt.Strategy,line:bt.DataSeries) -> int: + available_cash=st.broker.getcash()*0.05 + close_price=line.close[0] + quantity=int(available_cash/close_price) + return quantity \ No newline at end of file diff --git a/BackTrader/strategies/trade_logic.py b/BackTrader/strategies/trade_logic.py new file mode 100644 index 00000000..8924c535 --- /dev/null +++ b/BackTrader/strategies/trade_logic.py @@ -0,0 +1,206 @@ +import backtrader as bt +from tools import log_func +from tools.log_func import Log +# import sys +# sys.path.append("..") +# from BackTrader import shared_cash_pool +# from BackTrader.tools import add_pos + +class TradeLogic(): + + def buy_function(self,strategy:bt.Strategy,line:bt.DataSeries,size:float): + bpk1=(strategy.diff[line][-1]<=strategy.dea[line][-1]) + bpk2=(strategy.diff[line][0]>strategy.dea[line][0]) + if(bpk1 and bpk2): + pos=strategy.getposition(line).size + if pos==0 and strategy.broker.getcash()>0: + Log.log(strategy, f'BUY CREATE, {line._name}, Size: {size}, Price: {line.close[0]:.2f}') + strategy.buy(data=line,size=size) + elif pos<0 and strategy.broker.getcash()>0: + Log.log(strategy, f'CLOSE SHORT CREATE, {line._name}, Size: {pos}, Price: {line.close[0]:.2f}') + strategy.close(data=line) + Log.log(strategy, f'BUY CREATE, {line._name}, Size: {size}, Price: {line.close[0]:.2f}') + strategy.buy(data=line,size=size) + else: + pass + def sell_function(self,strategy:bt.Strategy,line,size): + spk1=(strategy.diff[line][-1]>strategy.dea[line][-1]) + spk2=(strategy.diff[line][0]<=strategy.dea[line][0]) + if (spk1 and spk2): + pos=strategy.getposition(line).size + if pos==0 and strategy.broker.getcash()>0: + Log.log(strategy, f'OPEN SHORT CREATE, {line._name}, Size: {size}, Price: {line.close[0]:.2f}') + strategy.sell(data=line, size=size) + elif pos>0 and strategy.broker.getcash()>0: + Log.log(strategy, f'SELL CREATE,{line._name},Size:{pos},Price:{line.close[0]:.2f}') + strategy.close(data=line) + Log.log(strategy, f'OPEN SHORT CREATE, {line._name}, Size: {size}, Price: {line.close[0]:.2f}') + strategy.sell(data=line, size=size) + + def rebalance_long_positions(self,strategy:bt.Strategy, specific_assets=None): + Log.log(strategy,f"Checking Long Position Now") + current_value=strategy.broker.getvalue() + Log.log(strategy,f"Total Value:{current_value:.2f}") + # 获取当前持有的所有多头仓位 + if specific_assets is None: # 平衡所有持有的多头仓位 + held_assets=[data for data in strategy.datas if strategy.getposition(data).size>0] + else: + held_assets = [data for data in specific_assets if strategy.getposition(data).size > 0] + for data in held_assets: + position=strategy.getposition(data) + if position.size!=0: + current_price=data.close[0] + current_pos_value=position.size*current_price + target_pos_value=current_value*strategy.target_percent + target_pos=int(target_pos_value/current_price) + + Log.log(strategy,f"{data._name}:Long Position Now:{position.size:.2f},Value Now:{current_pos_value:.2f}") + Log.log(strategy,f"{data._name}:Target Long Position:{target_pos:.2f},Target Value:{target_pos_value:.2f}") + + delta_size=target_pos-position.size + + if delta_size>0: + Log.log(strategy,f"Rebalance Buy In:{data._name} for {delta_size:.2f}") + strategy.buy(data=data,size=delta_size) + + elif delta_size<0: + Log.log(strategy,f"Rebalance Sold:{data._name} for {delta_size:.2f}") + strategy.sell(data=data,size=delta_size) + + elif delta_size==0: + pass + + def rebalance_short_positions(self,strategy:bt.Strategy, specific_assets=None): + Log.log(strategy,f"Checking Short Position Now") # 记录开始检查空头仓位的日志 + current_value=strategy.broker.getvalue() # 获取当前投资组合的总价值 + Log.log(strategy,f"Total Value:{current_value:.2f}") # 记录当前投资组合的总价值 + # 获取当前持有的所有空头仓位 + if specific_assets is None: # 平衡所有持有的空头仓位 + held_assets = [data for data in strategy.datas if strategy.getposition(data).size < 0] + else: # 平衡指定的空头仓位 + held_assets = [data for data in specific_assets if strategy.getposition(data).size < 0] + # 遍历所有持有的空头仓位 + for data in held_assets: + position=strategy.getposition(data) + if position.size!=0: # 检查仓位大小是否为0（理论上不应该为0，因为已经筛选出持有空头仓位的股票） + current_price=data.close[0] # 获取当前股票的价格 + current_pos_value=position.size*current_price # 计算当前仓位的价值 + target_pos_value=current_value*strategy.target_percent*(-1) # 计算目标仓位的价值（负数表示空头仓位） + target_pos=int(target_pos_value/current_price) # 计算目标仓位的数量 + # 记录当前仓位的信息 + Log.log(strategy,f"{data._name}:Short Position Now:{position.size:.2f},Value Now:{current_pos_value:.2f}") + # 记录目标仓位的信息 + Log.log(strategy,f"{data._name}:Target Short Position:{target_pos:.2f},Target Value:{target_pos_value:.2f}") + # 计算需要调整的仓位数量 + delta_size=target_pos-position.size + # 如果需要减少空头仓位（即买入平仓） + if delta_size>0: + Log.log(strategy,f"Rebalance Close Short:{data._name} for {delta_size:.2f}") + strategy.buy(data=data,size=delta_size) + # 如果需要增加空头仓位（即卖出开仓） + elif delta_size<0: + Log.log(strategy,f"Rebalance Open Short:{data._name} for {delta_size:.2f}") + strategy.sell(data=data,size=delta_size) + # 如果不需要调整仓位 + elif delta_size==0: + pass + + def open_short_function(self, line, size): + """ + 执行买空操作，当满足买空条件时，调用Backtrader的买空函数。 + """ + close_above_sma = line.close > self.sma5[line][0] # 当前价格高于5日均线 + close_above_ema = line.close > self.ema15[line][0] # 当前价格高于15日指数均线 + sma_ema_diff = self.sma5[line][0] - self.ema15[line][0] # 计算5日均线与15日均线的差值 + buy_short_cond = (close_above_sma and close_above_ema and sma_ema_diff > 0) or line.close == self.bolling_top[line][0] # 满足买空条件 + # 确保没有持仓且、资金充足满足买空条件，则执行买空操作 + if buy_short_cond and not self.position and self.broker.getcash() > 0: + log_func.Log.log(self, f'OPEN SHORT CREATE, {line._name}, Size: {size}, Price: {line.close[0]:.2f}') + self.sell(data=line, size=size) + else: + pass + + def close_short_function(self, line): + """ + 执行卖空操作，当满足卖空条件时，调用Backtrader的卖空函数。 + """ + close_below_sma = line.close < self.sma5[line][0] # 当前价格低于5日均线 + close_below_ema = line.close < self.ema15[line][0] # 当前价格低于15日指数均线 + sma_ema_diff = self.sma5[line][0] - self.ema15[line][0] # 计算5日均线与15日均线的差值 + sell_short_cond = (close_below_sma and close_below_ema and sma_ema_diff < 0) or line.close == self.bolling_bot[line][0] # 满足卖空条件 + + if sell_short_cond and self.broker.getcash() > 0: # 确保资金充足，则执行卖空操作 + pos=self.getposition(line).size + log_func.Log.log(self, f'CLOSE SHORT CREATE, {line._name}, Size: {pos}, Price: {line.close[0]:.2f}') + self.close(data=line) + else: + pass + + def grading_open_long_function(self,top_stocks): + for stock in top_stocks['Stock']: + best_data=None + for data in self.datas: + if data._name==stock: + best_data=data + break + if best_data: + size=shared_cash_pool.Shared_cash_pool.calculate_quantity(self,best_data) + pos=self.getposition(best_data).size + if pos==0: + log_func.Log.log(self, f'OPEH LONG CREATE, {best_data._name}, Size: {size}, Price: {best_data.close[0]:.2f}') + self.buy(data=best_data,size=size) + elif pos<0: + log_func.Log.log(self, f'CLOSE SHORT CREATE, {best_data._name}, Size: {pos}, Price: {best_data.close[0]:.2f}') + self.close(data=best_data) + log_func.Log.log(self, f'OPEN LONG CREATE, {best_data._name}, Size: {size}, Price: {best_data.close[0]:.2f}') + self.buy(data=best_data,size=size) + elif pos>0: + add_pos.addpos.rebalance_long_positions(self,specific_assets=best_data) + + + def grading_open_short_function(self, bot_stocks): + for stock in bot_stocks['Stock']: + worst_data=None + for data in self.datas: + if data._name==stock: + worst_data=data + break + if worst_data: + size=shared_cash_pool.Shared_cash_pool.calculate_quantity(self,worst_data) + pos=self.getposition(worst_data).size + if pos==0: + log_func.Log.log(self, f'OPEN SHORT CREATE, {worst_data._name}, Size: {size}, Price: {worst_data.close[0]:.2f}') + self.sell(data=worst_data,size=size) + elif pos>0: + log_func.Log.log(self, f'CLOSE LONG CREATE, {worst_data._name}, Size: {pos}, Price: {worst_data.close[0]:.2f}') + self.close(data=worst_data) + log_func.Log.log(self, f'OPEN SHORT CREATE, {worst_data._name}, Size: {size}, Price: {worst_data.close[0]:.2f}') + self.sell(data=worst_data,size=size) + elif pos<0: + add_pos.AddPos.rebalance_short_positions(self,specific_assets=worst_data) + + def grading_middle_function(self, middle_stocks): + """处理打分后排名中间的品种""" + # 遍历股票名称 + for stock in middle_stocks['Stock']: + middle_data = None + for data in self.datas: + if data._name == stock: + middle_data = data + break + # 如果原来持有 + size = shared_cash_pool.Shared_cash_pool.calculate_quantity(self, middle_data) + pos = self.getposition(middle_data).size + # 持有空头 → 平空 + if pos < 0: + log_func.Log.log(self, + f'CLOSE SHORT CREATE, {middle_data._name}, Size: {size}, Price: {middle_data.close[0]:.2f}') + self.close(data=middle_data) + # 持有多头 → 平多 + elif pos > 0: + log_func.Log.log(self, + f'CLOSE LONG CREATE, {middle_data._name}, Size: {size}, Price: {middle_data.close[0]:.2f}') + self.close(data=middle_data) + # 如果没有 → pass + elif pos == 0: + pass \ No newline at end of file diff --git a/BackTrader/test.csv b/BackTrader/test.csv new file mode 100644 index 00000000..b21808c0 --- /dev/null +++ b/BackTrader/test.csv @@ -0,0 +1,9390 @@ +,ts_code,symbol,name,list_date,delist_date,exchange +0,T1906.CFX,T1906,T1906,20180917,20190614,CFFEX +1,TF1906.CFX,TF1906,TF1906,20180917,20190614,CFFEX +2,IF1507.CFX,IF1507,IF1507,20150518,20150717,CFFEX +3,T1703.CFX,T1703,T1703,20160614,20170310,CFFEX +4,IF1809.CFX,IF1809,IF1809,20180122,20180921,CFFEX +5,IC1809.CFX,IC1809,IC1809,20180122,20180921,CFFEX +6,IH1809.CFX,IH1809,IH1809,20180122,20180921,CFFEX +7,T2112.CFX,T2112,T2112,20210315,20211210,CFFEX +8,TF2112.CFX,TF2112,TF2112,20210315,20211210,CFFEX +9,TS2112.CFX,TS2112,TS2112,20210315,20211210,CFFEX +10,IF2402.CFX,IF2402,IF2402,20231218,20240219,CFFEX +11,IH1703.CFX,IH1703,IH1703,20160718,20170317,CFFEX +12,IM2306.CFX,IM2306,IM2306,20221024,20230616,CFFEX +13,IF2403.CFX,IF2403,IF2403,20230724,20240315,CFFEX +14,IF1506.CFX,IF1506,IF1506,20141020,20150619,CFFEX +15,IF1308.CFX,IF1308,IF1308,20130624,20130816,CFFEX +16,IH2402.CFX,IH2402,IH2402,20231218,20240219,CFFEX +17,IF1901.CFX,IF1901,IF1901,20181119,20190118,CFFEX +18,IC1901.CFX,IC1901,IC1901,20181119,20190118,CFFEX +19,IH1901.CFX,IH1901,IH1901,20181119,20190118,CFFEX +20,IF1407.CFX,IF1407,IF1407,20140519,20140718,CFFEX +21,IC1508.CFX,IC1508,IC1508,20150623,20150821,CFFEX +22,IF1501.CFX,IF1501,IF1501,20141124,20150116,CFFEX +23,TF2412.CFX,TF2412,TF2412,20240311,20241213,CFFEX +24,TF1412.CFX,TF1412,TF1412,20140317,20141212,CFFEX +25,IC2306.CFX,IC2306,IC2306,20221024,20230616,CFFEX +26,IF2202.CFX,IF2202,IF2202,20211220,20220218,CFFEX +27,IC1706.CFX,IC1706,IC1706,20161024,20170616,CFFEX +28,IC2307.CFX,IC2307,IC2307,20230522,20230721,CFFEX +29,IF1205.CFX,IF1205,IF1205,20120319,20120518,CFFEX +30,T1612.CFX,T1612,T1612,20160314,20161209,CFFEX +31,IM2312.CFX,IM2312,IM2312,20230424,20231215,CFFEX +32,IC2401.CFX,IC2401,IC2401,20231120,20240119,CFFEX +33,IC2008.CFX,IC2008,IC2008,20200622,20200821,CFFEX +34,IF2008.CFX,IF2008,IF2008,20200622,20200821,CFFEX +35,IH2008.CFX,IH2008,IH2008,20200622,20200821,CFFEX +36,IC2110.CFX,IC2110,IC2110,20210823,20211015,CFFEX +37,IF2110.CFX,IF2110,IF2110,20210823,20211015,CFFEX +38,IH2110.CFX,IH2110,IH2110,20210823,20211015,CFFEX +39,IF1204.CFX,IF1204,IF1204,20120220,20120420,CFFEX +40,IF1105.CFX,IF1105,IF1105,20110321,20110520,CFFEX +41,T1606.CFX,T1606,T1606,20150914,20160613,CFFEX +42,IF2307.CFX,IF2307,IF2307,20230522,20230721,CFFEX +43,IC1604.CFX,IC1604,IC1604,20160222,20160415,CFFEX +44,IH1710.CFX,IH1710,IH1710,20170821,20171020,CFFEX +45,IF1112.CFX,IF1112,IF1112,20110418,20111216,CFFEX +46,IF1603.CFX,IF1603,IF1603,20150720,20160318,CFFEX +47,T2012.CFX,T2012,T2012,20200316,20201211,CFFEX +48,TF2012.CFX,TF2012,TF2012,20200316,20201211,CFFEX +49,TS2012.CFX,TS2012,TS2012,20200316,20201211,CFFEX +50,T1903.CFX,T1903,T1903,20180611,20190308,CFFEX +51,TF1903.CFX,TF1903,TF1903,20180611,20190308,CFFEX +52,TF2312.CFX,TF2312,TF2312,20230313,20231208,CFFEX +53,IH2304.CFX,IH2304,IH2304,20230220,20230421,CFFEX +54,IC2112.CFX,IC2112,IC2112,20210419,20211217,CFFEX +55,IF2112.CFX,IF2112,IF2112,20210419,20211217,CFFEX +56,IH2112.CFX,IH2112,IH2112,20210419,20211217,CFFEX +57,IH1708.CFX,IH1708,IH1708,20170619,20170818,CFFEX +58,IF1708.CFX,IF1708,IF1708,20170619,20170818,CFFEX +59,IC1708.CFX,IC1708,IC1708,20170619,20170818,CFFEX +60,IC2506.CFX,IC2506,IC2506,20241021,20250620,CFFEX +61,IH1610.CFX,IH1610,IH1610,20160822,20161021,CFFEX +62,IF1703.CFX,IF1703,IF1703,20160718,20170317,CFFEX +63,IC2010.CFX,IC2010,IC2010,20200824,20201016,CFFEX +64,IF2010.CFX,IF2010,IF2010,20200824,20201016,CFFEX +65,IH2010.CFX,IH2010,IH2010,20200824,20201016,CFFEX +66,IC2408.CFX,IC2408,IC2408,20240624,20240816,CFFEX +67,TF1703.CFX,TF1703,TF1703,20160614,20170310,CFFEX +68,IM2409.CFX,IM2409,IM2409,20240122,20240920,CFFEX +69,IF1106.CFX,IF1106,IF1106,20101018,20110617,CFFEX +70,IH2503.CFX,IH2503,IH2503,20240722,20250321,CFFEX +71,IC1506.CFX,IC1506,IC1506,20150416,20150619,CFFEX +72,IF1011.CFX,IF1011,IF1011,20100920,20101119,CFFEX +73,IF1212.CFX,IF1212,IF1212,20120423,20121221,CFFEX +74,IF1405.CFX,IF1405,IF1405,20140324,20140516,CFFEX +75,IC2108.CFX,IC2108,IC2108,20210621,20210820,CFFEX +76,IF2108.CFX,IF2108,IF2108,20210621,20210820,CFFEX +77,IH2108.CFX,IH2108,IH2108,20210621,20210820,CFFEX +78,IF1408.CFX,IF1408,IF1408,20140623,20140815,CFFEX +79,IM2210.CFX,IM2210,IM2210,20220822,20221021,CFFEX +80,IC2106.CFX,IC2106,IC2106,20201019,20210618,CFFEX +81,IH2106.CFX,IH2106,IH2106,20201019,20210618,CFFEX +82,IF2106.CFX,IF2106,IF2106,20201019,20210618,CFFEX +83,TF1506.CFX,TF1506,TF1506,20140915,20150612,CFFEX +84,IF1412.CFX,IF1412,IF1412,20140421,20141219,CFFEX +85,IF1505.CFX,IF1505,IF1505,20150323,20150515,CFFEX +86,IH2202.CFX,IH2202,IH2202,20211220,20220218,CFFEX +87,IH2210.CFX,IH2210,IH2210,20220822,20221021,CFFEX +88,TF2006.CFX,TF2006,TF2006,20190917,20200612,CFFEX +89,TS2006.CFX,TS2006,TS2006,20190917,20200612,CFFEX +90,T2006.CFX,T2006,T2006,20190917,20200612,CFFEX +91,IC2503.CFX,IC2503,IC2503,20240722,20250321,CFFEX +92,IH2410.CFX,IH2410,IH2410,20240819,20241018,CFFEX +93,IM2503.CFX,IM2503,IM2503,20240722,20250321,CFFEX +94,IM2407.CFX,IM2407,IM2407,20240520,20240719,CFFEX +95,IF2407.CFX,IF2407,IF2407,20240520,20240719,CFFEX +96,T1803.CFX,T1803,T1803,20170612,20180309,CFFEX +97,TF1803.CFX,TF1803,TF1803,20170612,20180309,CFFEX +98,IM2403.CFX,IM2403,IM2403,20230724,20240315,CFFEX +99,IC2003.CFX,IC2003,IC2003,20190722,20200320,CFFEX +100,IH2003.CFX,IH2003,IH2003,20190722,20200320,CFFEX +101,IF2003.CFX,IF2003,IF2003,20190722,20200320,CFFEX +102,IC1701.CFX,IC1701,IC1701,20161121,20170120,CFFEX +103,IM2304.CFX,IM2304,IM2304,20230220,20230421,CFFEX +104,IF2102.CFX,IF2102,IF2102,20201221,20210219,CFFEX +105,IC2102.CFX,IC2102,IC2102,20201221,20210219,CFFEX +106,IH2102.CFX,IH2102,IH2102,20201221,20210219,CFFEX +107,IC1711.CFX,IC1711,IC1711,20170918,20171117,CFFEX +108,IF1711.CFX,IF1711,IF1711,20170918,20171117,CFFEX +109,IH1711.CFX,IH1711,IH1711,20170918,20171117,CFFEX +110,IF1103.CFX,IF1103,IF1103,20100719,20110318,CFFEX +111,IF1007.CFX,IF1007,IF1007,20100524,20100716,CFFEX +112,IF2310.CFX,IF2310,IF2310,20230821,20231020,CFFEX +113,IC2209.CFX,IC2209,IC2209,20220124,20220916,CFFEX +114,IF2209.CFX,IF2209,IF2209,20220124,20220916,CFFEX +115,IH2209.CFX,IH2209,IH2209,20220124,20220916,CFFEX +116,IF2306.CFX,IF2306,IF2306,20221024,20230616,CFFEX +117,IC1904.CFX,IC1904,IC1904,20190218,20190419,CFFEX +118,IF1904.CFX,IF1904,IF1904,20190218,20190419,CFFEX +119,IH1904.CFX,IH1904,IH1904,20190218,20190419,CFFEX +120,IF2206.CFX,IF2206,IF2206,20211018,20220617,CFFEX +121,IC2206.CFX,IC2206,IC2206,20211018,20220617,CFFEX +122,IH2206.CFX,IH2206,IH2206,20211018,20220617,CFFEX +123,TF2409.CFX,TF2409,TF2409,20231211,20240913,CFFEX +124,IC1804.CFX,IC1804,IC1804,20180223,20180420,CFFEX +125,IF1804.CFX,IF1804,IF1804,20180223,20180420,CFFEX +126,IH1804.CFX,IH1804,IH1804,20180223,20180420,CFFEX +127,IM2310.CFX,IM2310,IM2310,20230821,20231020,CFFEX +128,IC1710.CFX,IC1710,IC1710,20170821,20171020,CFFEX +129,IC2310.CFX,IC2310,IC2310,20230821,20231020,CFFEX +130,TS2409.CFX,TS2409,TS2409,20231211,20240913,CFFEX +131,IC2501.CFX,IC2501,IC2501,20241118,20250117,CFFEX +132,IH2408.CFX,IH2408,IH2408,20240624,20240816,CFFEX +133,IM2412.CFX,IM2412,IM2412,20240422,20241220,CFFEX +134,T2003.CFX,T2003,T2003,20190617,20200313,CFFEX +135,TF2003.CFX,TF2003,TF2003,20190617,20200313,CFFEX +136,TS2003.CFX,TS2003,TS2003,20190617,20200313,CFFEX +137,IC2308.CFX,IC2308,IC2308,20230619,20230818,CFFEX +138,IF1612.CFX,IF1612,IF1612,20160418,20161216,CFFEX +139,IC1611.CFX,IC1611,IC1611,20160920,20161118,CFFEX +140,T1509.CFX,T1509,T1509,20150320,20150911,CFFEX +141,IC2311.CFX,IC2311,IC2311,20230918,20231117,CFFEX +142,IF1810.CFX,IF1810,IF1810,20180820,20181019,CFFEX +143,IH1509.CFX,IH1509,IH1509,20150416,20150918,CFFEX +144,IH2308.CFX,IH2308,IH2308,20230619,20230818,CFFEX +145,IH2305.CFX,IH2305,IH2305,20230320,20230519,CFFEX +146,IF2503.CFX,IF2503,IF2503,20240722,20250321,CFFEX +147,TF2303.CFX,TF2303,TF2303,20220613,20230310,CFFEX +148,IF1511.CFX,IF1511,IF1511,20150921,20151120,CFFEX +149,IF1110.CFX,IF1110,IF1110,20110822,20111021,CFFEX +150,IF1912.CFX,IF1912,IF1912,20190422,20191220,CFFEX +151,IC1912.CFX,IC1912,IC1912,20190422,20191220,CFFEX +152,IH1912.CFX,IH1912,IH1912,20190422,20191220,CFFEX +153,TF1909.CFX,TF1909,TF1909,20181217,20190916,CFFEX +154,T1909.CFX,T1909,T1909,20181217,20190916,CFFEX +155,TS1909.CFX,TS1909,TS1909,20181217,20190916,CFFEX +156,IM2401.CFX,IM2401,IM2401,20231120,20240119,CFFEX +157,IC1802.CFX,IC1802,IC1802,20171218,20180222,CFFEX +158,IF1802.CFX,IF1802,IF1802,20171218,20180222,CFFEX +159,IH1802.CFX,IH1802,IH1802,20171218,20180222,CFFEX +160,IC1512.CFX,IC1512,IC1512,20150416,20151218,CFFEX +161,T2409.CFX,T2409,T2409,20231211,20240913,CFFEX +162,IC2301.CFX,IC2301,IC2301,20221121,20230120,CFFEX +163,IC2304.CFX,IC2304,IC2304,20230220,20230421,CFFEX +164,IF2205.CFX,IF2205,IF2205,20220321,20220520,CFFEX +165,IC1607.CFX,IC1607,IC1607,20160523,20160715,CFFEX +166,IC1606.CFX,IC1606,IC1606,20151019,20160617,CFFEX +167,IC2303.CFX,IC2303,IC2303,20220718,20230317,CFFEX +168,IC2007.CFX,IC2007,IC2007,20200518,20200717,CFFEX +169,IF2007.CFX,IF2007,IF2007,20200518,20200717,CFFEX +170,IH2007.CFX,IH2007,IH2007,20200518,20200717,CFFEX +171,IH1706.CFX,IH1706,IH1706,20161024,20170616,CFFEX +172,IH1511.CFX,IH1511,IH1511,20150921,20151120,CFFEX +173,IF1509.CFX,IF1509,IF1509,20150119,20150918,CFFEX +174,IF1604.CFX,IF1604,IF1604,20160222,20160415,CFFEX +175,T1603.CFX,T1603,T1603,20150320,20160311,CFFEX +176,IF1009.CFX,IF1009,IF1009,20100416,20100917,CFFEX +177,T2109.CFX,T2109,T2109,20201214,20210910,CFFEX +178,TF2109.CFX,TF2109,TF2109,20201214,20210910,CFFEX +179,TS2109.CFX,TS2109,TS2109,20201214,20210910,CFFEX +180,TS2412.CFX,TS2412,TS2412,20240311,20241213,CFFEX +181,IH1608.CFX,IH1608,IH1608,20160620,20160819,CFFEX +182,IF1202.CFX,IF1202,IF1202,20111219,20120217,CFFEX +183,IF1207.CFX,IF1207,IF1207,20120521,20120720,CFFEX +184,IF1606.CFX,IF1606,IF1606,20151019,20160617,CFFEX +185,T1512.CFX,T1512,T1512,20150320,20151211,CFFEX +186,IF2302.CFX,IF2302,IF2302,20221219,20230217,CFFEX +187,IF1303.CFX,IF1303,IF1303,20120723,20130315,CFFEX +188,IC2103.CFX,IC2103,IC2103,20200720,20210319,CFFEX +189,IF2103.CFX,IF2103,IF2103,20200720,20210319,CFFEX +190,IH2103.CFX,IH2103,IH2103,20200720,20210319,CFFEX +191,IF1605.CFX,IF1605,IF1605,20160321,20160520,CFFEX +192,IC2104.CFX,IC2104,IC2104,20210222,20210416,CFFEX +193,IF2104.CFX,IF2104,IF2104,20210222,20210416,CFFEX +194,IH2104.CFX,IH2104,IH2104,20210222,20210416,CFFEX +195,IH1606.CFX,IH1606,IH1606,20151019,20160617,CFFEX +196,IM2411.CFX,IM2411,IM2411,20240923,20241115,CFFEX +197,IC2312.CFX,IC2312,IC2312,20230424,20231215,CFFEX +198,IM2311.CFX,IM2311,IM2311,20230918,20231117,CFFEX +199,IF1206.CFX,IF1206,IF1206,20111024,20120615,CFFEX +200,IF1203.CFX,IF1203,IF1203,20110718,20120316,CFFEX +201,IH1602.CFX,IH1602,IH1602,20151221,20160219,CFFEX +202,IH2205.CFX,IH2205,IH2205,20220321,20220520,CFFEX +203,IC2101.CFX,IC2101,IC2101,20201123,20210115,CFFEX +204,IH2101.CFX,IH2101,IH2101,20201123,20210115,CFFEX +205,IF2101.CFX,IF2101,IF2101,20201123,20210115,CFFEX +206,TS2503.CFX,TS2503,TS2503,20240617,20250314,CFFEX +207,IC1510.CFX,IC1510,IC1510,20150824,20151016,CFFEX +208,IC2204.CFX,IC2204,IC2204,20220221,20220415,CFFEX +209,IF1305.CFX,IF1305,IF1305,20130318,20130517,CFFEX +210,TF1512.CFX,TF1512,TF1512,20150316,20151211,CFFEX +211,IF1201.CFX,IF1201,IF1201,20111121,20120120,CFFEX +212,T2403.CFX,T2403,T2403,20230612,20240308,CFFEX +213,TF2403.CFX,TF2403,TF2403,20230612,20240308,CFFEX +214,TS2403.CFX,TS2403,TS2403,20230612,20240308,CFFEX +215,TL2403.CFX,TL2403,TL2403,20230612,20240308,CFFEX +216,T2309.CFX,T2309,T2309,20221212,20230908,CFFEX +217,TS2309.CFX,TS2309,TS2309,20221212,20230908,CFFEX +218,TF2309.CFX,TF2309,TF2309,20221212,20230908,CFFEX +219,IM2410.CFX,IM2410,IM2410,20240819,20241018,CFFEX +220,IC2404.CFX,IC2404,IC2404,20240220,20240419,CFFEX +221,T2106.CFX,T2106,T2106,20200914,20210611,CFFEX +222,TF2106.CFX,TF2106,TF2106,20200914,20210611,CFFEX +223,TS2106.CFX,TS2106,TS2106,20200914,20210611,CFFEX +224,IC2410.CFX,IC2410,IC2410,20240819,20241018,CFFEX +225,IF2401.CFX,IF2401,IF2401,20231120,20240119,CFFEX +226,IF2309.CFX,IF2309,IF2309,20230130,20230915,CFFEX +227,IC2309.CFX,IC2309,IC2309,20230130,20230915,CFFEX +228,IM2309.CFX,IM2309,IM2309,20230130,20230915,CFFEX +229,IH2309.CFX,IH2309,IH2309,20230130,20230915,CFFEX +230,IC1803.CFX,IC1803,IC1803,20170724,20180316,CFFEX +231,IF1803.CFX,IF1803,IF1803,20170724,20180316,CFFEX +232,IH1803.CFX,IH1803,IH1803,20170724,20180316,CFFEX +233,IC1702.CFX,IC1702,IC1702,20161219,20170217,CFFEX +234,IC2009.CFX,IC2009,IC2009,20200120,20200918,CFFEX +235,IF2009.CFX,IF2009,IF2009,20200120,20200918,CFFEX +236,IH2009.CFX,IH2009,IH2009,20200120,20200918,CFFEX +237,IF1211.CFX,IF1211,IF1211,20120924,20121116,CFFEX +238,IH1702.CFX,IH1702,IH1702,20161219,20170217,CFFEX +239,IF1404.CFX,IF1404,IF1404,20140224,20140418,CFFEX +240,IC1810.CFX,IC1810,IC1810,20180820,20181019,CFFEX +241,IM2405.CFX,IM2405,IM2405,20240318,20240517,CFFEX +242,IF2304.CFX,IF2304,IF2304,20230220,20230421,CFFEX +243,IF2301.CFX,IF2301,IF2301,20221121,20230120,CFFEX +244,IC2302.CFX,IC2302,IC2302,20221219,20230217,CFFEX +245,TS1812.CFX,TS1812,TS1812,20180817,20181214,CFFEX +246,TS1903.CFX,TS1903,TS1903,20180817,20190308,CFFEX +247,TS1906.CFX,TS1906,TS1906,20180817,20190614,CFFEX +248,IF2311.CFX,IF2311,IF2311,20230918,20231117,CFFEX +249,IF2412.CFX,IF2412,IF2412,20240422,20241220,CFFEX +250,IF2411.CFX,IF2411,IF2411,20240923,20241115,CFFEX +251,IH2307.CFX,IH2307,IH2307,20230522,20230721,CFFEX +252,IH1704.CFX,IH1704,IH1704,20170220,20170421,CFFEX +253,IF1704.CFX,IF1704,IF1704,20170220,20170421,CFFEX +254,IC1704.CFX,IC1704,IC1704,20170220,20170421,CFFEX +255,TL2409.CFX,TL2409,TL2409,20231211,20240913,CFFEX +256,IF1602.CFX,IF1602,IF1602,20151221,20160219,CFFEX +257,IF1502.CFX,IF1502,IF1502,20141222,20150225,CFFEX +258,IH2403.CFX,IH2403,IH2403,20230724,20240315,CFFEX +259,TF1603.CFX,TF1603,TF1603,20150615,20160311,CFFEX +260,IF1906.CFX,IF1906,IF1906,20181022,20190621,CFFEX +261,IC1906.CFX,IC1906,IC1906,20181022,20190621,CFFEX +262,IH1906.CFX,IH1906,IH1906,20181022,20190621,CFFEX +263,IF1010.CFX,IF1010,IF1010,20100823,20101015,CFFEX +264,TF1406.CFX,TF1406,TF1406,20130906,20140613,CFFEX +265,IF1701.CFX,IF1701,IF1701,20161121,20170120,CFFEX +266,IF1401.CFX,IF1401,IF1401,20131118,20140117,CFFEX +267,TL2503.CFX,TL2503,TL2503,20240617,20250314,CFFEX +268,IF2410.CFX,IF2410,IF2410,20240819,20241018,CFFEX +269,IF1503.CFX,IF1503,IF1503,20140721,20150320,CFFEX +270,IH1506.CFX,IH1506,IH1506,20150416,20150619,CFFEX +271,IF1012.CFX,IF1012,IF1012,20100416,20101217,CFFEX +272,IH1510.CFX,IH1510,IH1510,20150824,20151016,CFFEX +273,IC2004.CFX,IC2004,IC2004,20200224,20200417,CFFEX +274,IF2004.CFX,IF2004,IF2004,20200224,20200417,CFFEX +275,IH2004.CFX,IH2004,IH2004,20200224,20200417,CFFEX +276,IF1102.CFX,IF1102,IF1102,20101220,20110218,CFFEX +277,IH2405.CFX,IH2405,IH2405,20240318,20240517,CFFEX +278,IH2212.CFX,IH2212,IH2212,20220418,20221216,CFFEX +279,IC1608.CFX,IC1608,IC1608,20160620,20160819,CFFEX +280,IC1808.CFX,IC1808,IC1808,20180619,20180817,CFFEX +281,IH1808.CFX,IH1808,IH1808,20180619,20180817,CFFEX +282,IF1808.CFX,IF1808,IF1808,20180619,20180817,CFFEX +283,IF2204.CFX,IF2204,IF2204,20220221,20220415,CFFEX +284,IM2301.CFX,IM2301,IM2301,20221121,20230120,CFFEX +285,IH2302.CFX,IH2302,IH2302,20221219,20230217,CFFEX +286,TF1409.CFX,TF1409,TF1409,20131216,20140912,CFFEX +287,IF2210.CFX,IF2210,IF2210,20220822,20221021,CFFEX +288,IH2412.CFX,IH2412,IH2412,20240422,20241220,CFFEX +289,IF1307.CFX,IF1307,IF1307,20130520,20130719,CFFEX +290,IF1911.CFX,IF1911,IF1911,20190923,20191115,CFFEX +291,IC1911.CFX,IC1911,IC1911,20190923,20191115,CFFEX +292,IH1911.CFX,IH1911,IH1911,20190923,20191115,CFFEX +293,IC2212.CFX,IC2212,IC2212,20220418,20221216,CFFEX +294,IC2205.CFX,IC2205,IC2205,20220321,20220520,CFFEX +295,IM2506.CFX,IM2506,IM2506,20241021,20250620,CFFEX +296,TS2212.CFX,TS2212,TS2212,20220314,20221209,CFFEX +297,IF1607.CFX,IF1607,IF1607,20160523,20160715,CFFEX +298,IM2307.CFX,IM2307,IM2307,20230522,20230721,CFFEX +299,T1806.CFX,T1806,T1806,20170911,20180608,CFFEX +300,TF1509.CFX,TF1509,TF1509,20141215,20150911,CFFEX +301,IC1801.CFX,IC1801,IC1801,20171120,20180119,CFFEX +302,IF1801.CFX,IF1801,IF1801,20171120,20180119,CFFEX +303,IH1801.CFX,IH1801,IH1801,20171120,20180119,CFFEX +304,IF2501.CFX,IF2501,IF2501,20241118,20250117,CFFEX +305,TF2506.CFX,TF2506,TF2506,20240918,20250613,CFFEX +306,IF2305.CFX,IF2305,IF2305,20230320,20230519,CFFEX +307,IH2506.CFX,IH2506,IH2506,20241021,20250620,CFFEX +308,T2412.CFX,T2412,T2412,20240311,20241213,CFFEX +309,IC2409.CFX,IC2409,IC2409,20240122,20240920,CFFEX +310,IC1603.CFX,IC1603,IC1603,20150720,20160318,CFFEX +311,IF1608.CFX,IF1608,IF1608,20160620,20160819,CFFEX +312,TL2412.CFX,TL2412,TL2412,20240311,20241213,CFFEX +313,TF1609.CFX,TF1609,TF1609,20151214,20160909,CFFEX +314,IC2210.CFX,IC2210,IC2210,20220822,20221021,CFFEX +315,IH1508.CFX,IH1508,IH1508,20150623,20150821,CFFEX +316,IC2405.CFX,IC2405,IC2405,20240318,20240517,CFFEX +317,TF1312.CFX,TF1312,TF1312,20130906,20131213,CFFEX +318,IM2308.CFX,IM2308,IM2308,20230619,20230818,CFFEX +319,IF1104.CFX,IF1104,IF1104,20110221,20110415,CFFEX +320,IF2212.CFX,IF2212,IF2212,20220418,20221216,CFFEX +321,T1706.CFX,T1706,T1706,20160912,20170609,CFFEX +322,T1709.CFX,T1709,T1709,20161212,20170908,CFFEX +323,IF1510.CFX,IF1510,IF1510,20150824,20151016,CFFEX +324,IF2005.CFX,IF2005,IF2005,20200323,20200515,CFFEX +325,IC2005.CFX,IC2005,IC2005,20200323,20200515,CFFEX +326,IH2005.CFX,IH2005,IH2005,20200323,20200515,CFFEX +327,IF1601.CFX,IF1601,IF1601,20151123,20160115,CFFEX +328,IH2303.CFX,IH2303,IH2303,20220718,20230317,CFFEX +329,IC1902.CFX,IC1902,IC1902,20181224,20190215,CFFEX +330,IF1902.CFX,IF1902,IF1902,20181224,20190215,CFFEX +331,IH1902.CFX,IH1902,IH1902,20181224,20190215,CFFEX +332,IF1301.CFX,IF1301,IF1301,20121119,20130118,CFFEX +333,TS2312.CFX,TS2312,TS2312,20230313,20231208,CFFEX +334,IF1504.CFX,IF1504,IF1504,20150226,20150417,CFFEX +335,IH1611.CFX,IH1611,IH1611,20160920,20161118,CFFEX +336,IC2402.CFX,IC2402,IC2402,20231218,20240219,CFFEX +337,IH1810.CFX,IH1810,IH1810,20180820,20181019,CFFEX +338,IC2305.CFX,IC2305,IC2305,20230320,20230519,CFFEX +339,IF2111.CFX,IF2111,IF2111,20210922,20211119,CFFEX +340,IC2111.CFX,IC2111,IC2111,20210922,20211119,CFFEX +341,IH2111.CFX,IH2111,IH2111,20210922,20211119,CFFEX +342,IH2411.CFX,IH2411,IH2411,20240923,20241115,CFFEX +343,IF1302.CFX,IF1302,IF1302,20121224,20130218,CFFEX +344,TF1709.CFX,TF1709,TF1709,20161212,20170908,CFFEX +345,TS2406.CFX,TS2406,TS2406,20230911,20240614,CFFEX +346,TF2406.CFX,TF2406,TF2406,20230911,20240614,CFFEX +347,T2406.CFX,T2406,T2406,20230911,20240614,CFFEX +348,TL2406.CFX,TL2406,TL2406,20230911,20240614,CFFEX +349,IH2406.CFX,IH2406,IH2406,20231023,20240621,CFFEX +350,TF1912.CFX,TF1912,TF1912,20190311,20191213,CFFEX +351,T1912.CFX,T1912,T1912,20190311,20191213,CFFEX +352,TS1912.CFX,TS1912,TS1912,20190311,20191213,CFFEX +353,IF1905.CFX,IF1905,IF1905,20190318,20190517,CFFEX +354,IC1905.CFX,IC1905,IC1905,20190318,20190517,CFFEX +355,IH1905.CFX,IH1905,IH1905,20190318,20190517,CFFEX +356,TS2506.CFX,TS2506,TS2506,20240918,20250613,CFFEX +357,TL2306.CFX,TL2306,TL2306,20230421,20230609,CFFEX +358,TL2309.CFX,TL2309,TL2309,20230421,20230908,CFFEX +359,TL2312.CFX,TL2312,TL2312,20230421,20231208,CFFEX +360,IC2001.CFX,IC2001,IC2001,20191118,20200117,CFFEX +361,IF2001.CFX,IF2001,IF2001,20191118,20200117,CFFEX +362,IH2001.CFX,IH2001,IH2001,20191118,20200117,CFFEX +363,IF1807.CFX,IF1807,IF1807,20180521,20180720,CFFEX +364,IH1807.CFX,IH1807,IH1807,20180521,20180720,CFFEX +365,IC1807.CFX,IC1807,IC1807,20180521,20180720,CFFEX +366,IF2211.CFX,IF2211,IF2211,20220919,20221118,CFFEX +367,IF2406.CFX,IF2406,IF2406,20231023,20240621,CFFEX +368,IC1605.CFX,IC1605,IC1605,20160321,20160520,CFFEX +369,IH2312.CFX,IH2312,IH2312,20230424,20231215,CFFEX +370,IH1604.CFX,IH1604,IH1604,20160222,20160415,CFFEX +371,IH1603.CFX,IH1603,IH1603,20150720,20160318,CFFEX +372,IH2301.CFX,IH2301,IH2301,20221121,20230120,CFFEX +373,T2009.CFX,T2009,T2009,20191216,20200911,CFFEX +374,TF2009.CFX,TF2009,TF2009,20191216,20200911,CFFEX +375,TS2009.CFX,TS2009,TS2009,20191216,20200911,CFFEX +376,IC1511.CFX,IC1511,IC1511,20150921,20151120,CFFEX +377,IF2404.CFX,IF2404,IF2404,20240220,20240419,CFFEX +378,IF2312.CFX,IF2312,IF2312,20230424,20231215,CFFEX +379,IC1907.CFX,IC1907,IC1907,20190520,20190719,CFFEX +380,IF1907.CFX,IF1907,IF1907,20190520,20190719,CFFEX +381,IH1907.CFX,IH1907,IH1907,20190520,20190719,CFFEX +382,TL2506.CFX,TL2506,TL2506,20240918,20250613,CFFEX +383,IF2408.CFX,IF2408,IF2408,20240624,20240816,CFFEX +384,TF1706.CFX,TF1706,TF1706,20160912,20170609,CFFEX +385,IH2207.CFX,IH2207,IH2207,20220523,20220715,CFFEX +386,TS2303.CFX,TS2303,TS2303,20220613,20230310,CFFEX +387,IH2409.CFX,IH2409,IH2409,20240122,20240920,CFFEX +388,IC2006.CFX,IC2006,IC2006,20191021,20200619,CFFEX +389,IF2006.CFX,IF2006,IF2006,20191021,20200619,CFFEX +390,IH2006.CFX,IH2006,IH2006,20191021,20200619,CFFEX +391,IM2501.CFX,IM2501,IM2501,20241118,20250117,CFFEX +392,IF2303.CFX,IF2303,IF2303,20220718,20230317,CFFEX +393,IH1512.CFX,IH1512,IH1512,20150416,20151218,CFFEX +394,IH2401.CFX,IH2401,IH2401,20231120,20240119,CFFEX +395,IH2208.CFX,IH2208,IH2208,20220620,20220819,CFFEX +396,IF1406.CFX,IF1406,IF1406,20131021,20140620,CFFEX +397,IC2406.CFX,IC2406,IC2406,20231023,20240621,CFFEX +398,T2206.CFX,T2206,T2206,20210913,20220610,CFFEX +399,TF2206.CFX,TF2206,TF2206,20210913,20220610,CFFEX +400,TS2206.CFX,TS2206,TS2206,20210913,20220610,CFFEX +401,IH1607.CFX,IH1607,IH1607,20160523,20160715,CFFEX +402,IF1209.CFX,IF1209,IF1209,20120130,20120921,CFFEX +403,IM2305.CFX,IM2305,IM2305,20230320,20230519,CFFEX +404,IF1403.CFX,IF1403,IF1403,20130722,20140321,CFFEX +405,IC2107.CFX,IC2107,IC2107,20210524,20210716,CFFEX +406,IF2107.CFX,IF2107,IF2107,20210524,20210716,CFFEX +407,IH2107.CFX,IH2107,IH2107,20210524,20210716,CFFEX +408,IF1609.CFX,IF1609,IF1609,20160118,20160919,CFFEX +409,IF1108.CFX,IF1108,IF1108,20110620,20110819,CFFEX +410,IH1505.CFX,IH1505,IH1505,20150416,20150515,CFFEX +411,IH2311.CFX,IH2311,IH2311,20230918,20231117,CFFEX +412,IF1409.CFX,IF1409,IF1409,20140120,20140919,CFFEX +413,IF1611.CFX,IF1611,IF1611,20160920,20161118,CFFEX +414,IF2405.CFX,IF2405,IF2405,20240318,20240517,CFFEX +415,IF1006.CFX,IF1006,IF1006,20100416,20100618,CFFEX +416,T2303.CFX,T2303,T2303,20220613,20230310,CFFEX +417,IF1310.CFX,IF1310,IF1310,20130819,20131018,CFFEX +418,IF1706.CFX,IF1706,IF1706,20161024,20170616,CFFEX +419,IC1612.CFX,IC1612,IC1612,20160418,20161216,CFFEX +420,IH2310.CFX,IH2310,IH2310,20230821,20231020,CFFEX +421,IH1605.CFX,IH1605,IH1605,20160321,20160520,CFFEX +422,TF1606.CFX,TF1606,TF1606,20150914,20160613,CFFEX +423,IH1609.CFX,IH1609,IH1609,20160118,20160919,CFFEX +424,IF1811.CFX,IF1811,IF1811,20180925,20181116,CFFEX +425,IC1811.CFX,IC1811,IC1811,20180925,20181116,CFFEX +426,IH1811.CFX,IH1811,IH1811,20180925,20181116,CFFEX +427,IM2406.CFX,IM2406,IM2406,20231023,20240621,CFFEX +428,T2503.CFX,T2503,T2503,20240617,20250314,CFFEX +429,IH2211.CFX,IH2211,IH2211,20220919,20221118,CFFEX +430,IC2105.CFX,IC2105,IC2105,20210322,20210521,CFFEX +431,IF2105.CFX,IF2105,IF2105,20210322,20210521,CFFEX +432,IH2105.CFX,IH2105,IH2105,20210322,20210521,CFFEX +433,IF1512.CFX,IF1512,IF1512,20150420,20151218,CFFEX +434,T1609.CFX,T1609,T1609,20151214,20160909,CFFEX +435,IH1705.CFX,IH1705,IH1705,20170320,20170519,CFFEX +436,IF1705.CFX,IF1705,IF1705,20170320,20170519,CFFEX +437,IC1705.CFX,IC1705,IC1705,20170320,20170519,CFFEX +438,IC2202.CFX,IC2202,IC2202,20211220,20220218,CFFEX +439,IH1507.CFX,IH1507,IH1507,20150518,20150717,CFFEX +440,IH1601.CFX,IH1601,IH1601,20151123,20160115,CFFEX +441,IF1710.CFX,IF1710,IF1710,20170821,20171020,CFFEX +442,IF1208.CFX,IF1208,IF1208,20120618,20120817,CFFEX +443,IC1709.CFX,IC1709,IC1709,20170123,20170915,CFFEX +444,IF1709.CFX,IF1709,IF1709,20170123,20170915,CFFEX +445,IH1709.CFX,IH1709,IH1709,20170123,20170915,CFFEX +446,TF2503.CFX,TF2503,TF2503,20240617,20250314,CFFEX +447,T2212.CFX,T2212,T2212,20220314,20221209,CFFEX +448,IF1107.CFX,IF1107,IF1107,20110523,20110715,CFFEX +449,IF1402.CFX,IF1402,IF1402,20131223,20140221,CFFEX +450,IF1702.CFX,IF1702,IF1702,20161219,20170217,CFFEX +451,IC1509.CFX,IC1509,IC1509,20150416,20150918,CFFEX +452,IC2002.CFX,IC2002,IC2002,20191223,20200221,CFFEX +453,IF2002.CFX,IF2002,IF2002,20191223,20200221,CFFEX +454,IH2002.CFX,IH2002,IH2002,20191223,20200221,CFFEX +455,IC2211.CFX,IC2211,IC2211,20220919,20221118,CFFEX +456,IC2207.CFX,IC2207,IC2207,20220523,20220715,CFFEX +457,IF1312.CFX,IF1312,IF1312,20130422,20131220,CFFEX +458,T2306.CFX,T2306,T2306,20220913,20230609,CFFEX +459,TF2306.CFX,TF2306,TF2306,20220913,20230609,CFFEX +460,TS2306.CFX,TS2306,TS2306,20220913,20230609,CFFEX +461,IM2402.CFX,IM2402,IM2402,20231218,20240219,CFFEX +462,IC1507.CFX,IC1507,IC1507,20150518,20150717,CFFEX +463,TF1806.CFX,TF1806,TF1806,20170911,20180608,CFFEX +464,IH1612.CFX,IH1612,IH1612,20160418,20161216,CFFEX +465,IC1805.CFX,IC1805,IC1805,20180319,20180518,CFFEX +466,IH1805.CFX,IH1805,IH1805,20180319,20180518,CFFEX +467,IF1805.CFX,IF1805,IF1805,20180319,20180518,CFFEX +468,IH1812.CFX,IH1812,IH1812,20180423,20181221,CFFEX +469,IF1812.CFX,IF1812,IF1812,20180423,20181221,CFFEX +470,IC1812.CFX,IC1812,IC1812,20180423,20181221,CFFEX +471,IF1610.CFX,IF1610,IF1610,20160822,20161021,CFFEX +472,IC1806.CFX,IC1806,IC1806,20171023,20180615,CFFEX +473,IF1806.CFX,IF1806,IF1806,20171023,20180615,CFFEX +474,IH1806.CFX,IH1806,IH1806,20171023,20180615,CFFEX +475,IC2407.CFX,IC2407,IC2407,20240520,20240719,CFFEX +476,T2209.CFX,T2209,T2209,20211213,20220909,CFFEX +477,TF2209.CFX,TF2209,TF2209,20211213,20220909,CFFEX +478,TS2209.CFX,TS2209,TS2209,20211213,20220909,CFFEX +479,IC1712.CFX,IC1712,IC1712,20170424,20171215,CFFEX +480,IF1712.CFX,IF1712,IF1712,20170424,20171215,CFFEX +481,IH1712.CFX,IH1712,IH1712,20170424,20171215,CFFEX +482,IH2306.CFX,IH2306,IH2306,20221024,20230616,CFFEX +483,IH1701.CFX,IH1701,IH1701,20161121,20170120,CFFEX +484,IF1101.CFX,IF1101,IF1101,20101122,20110121,CFFEX +485,T2203.CFX,T2203,T2203,20210615,20220311,CFFEX +486,TF2203.CFX,TF2203,TF2203,20210615,20220311,CFFEX +487,TS2203.CFX,TS2203,TS2203,20210615,20220311,CFFEX +488,IC1609.CFX,IC1609,IC1609,20160118,20160919,CFFEX +489,IC1602.CFX,IC1602,IC1602,20151221,20160219,CFFEX +490,TF1712.CFX,TF1712,TF1712,20170313,20171208,CFFEX +491,T1712.CFX,T1712,T1712,20170313,20171208,CFFEX +492,IH2407.CFX,IH2407,IH2407,20240520,20240719,CFFEX +493,T1812.CFX,T1812,T1812,20180312,20181214,CFFEX +494,TF1812.CFX,TF1812,TF1812,20180312,20181214,CFFEX +495,IF1304.CFX,IF1304,IF1304,20130219,20130419,CFFEX +496,IF1309.CFX,IF1309,IF1309,20130121,20130923,CFFEX +497,IC2201.CFX,IC2201,IC2201,20211122,20220121,CFFEX +498,IF2201.CFX,IF2201,IF2201,20211122,20220121,CFFEX +499,IH2201.CFX,IH2201,IH2201,20211122,20220121,CFFEX +500,TF1612.CFX,TF1612,TF1612,20160314,20161209,CFFEX +501,IC2208.CFX,IC2208,IC2208,20220620,20220819,CFFEX +502,IM2302.CFX,IM2302,IM2302,20221219,20230217,CFFEX +503,IF2506.CFX,IF2506,IF2506,20241021,20250620,CFFEX +504,IF1109.CFX,IF1109,IF1109,20110124,20110916,CFFEX +505,IM2211.CFX,IM2211,IM2211,20220919,20221118,CFFEX +506,IM2404.CFX,IM2404,IM2404,20240220,20240419,CFFEX +507,IH2501.CFX,IH2501,IH2501,20241118,20250117,CFFEX +508,IC2403.CFX,IC2403,IC2403,20230724,20240315,CFFEX +509,IF2208.CFX,IF2208,IF2208,20220620,20220819,CFFEX +510,IF1411.CFX,IF1411,IF1411,20140922,20141121,CFFEX +511,IH2404.CFX,IH2404,IH2404,20240220,20240419,CFFEX +512,IC1707.CFX,IC1707,IC1707,20170522,20170721,CFFEX +513,IF1707.CFX,IF1707,IF1707,20170522,20170721,CFFEX +514,IH1707.CFX,IH1707,IH1707,20170522,20170721,CFFEX +515,IF1909.CFX,IF1909,IF1909,20190121,20190920,CFFEX +516,IC1909.CFX,IC1909,IC1909,20190121,20190920,CFFEX +517,IH1909.CFX,IH1909,IH1909,20190121,20190920,CFFEX +518,IH1910.CFX,IH1910,IH1910,20190819,20191018,CFFEX +519,IF1910.CFX,IF1910,IF1910,20190819,20191018,CFFEX +520,IC1910.CFX,IC1910,IC1910,20190819,20191018,CFFEX +521,IH2204.CFX,IH2204,IH2204,20220221,20220415,CFFEX +522,IC1610.CFX,IC1610,IC1610,20160822,20161021,CFFEX +523,IC1703.CFX,IC1703,IC1703,20160718,20170317,CFFEX +524,T2312.CFX,T2312,T2312,20230313,20231208,CFFEX +525,IF1005.CFX,IF1005,IF1005,20100416,20100521,CFFEX +526,T2103.CFX,T2103,T2103,20200615,20210312,CFFEX +527,TF2103.CFX,TF2103,TF2103,20200615,20210312,CFFEX +528,TS2103.CFX,TS2103,TS2103,20200615,20210312,CFFEX +529,IF2207.CFX,IF2207,IF2207,20220523,20220715,CFFEX +530,IC2411.CFX,IC2411,IC2411,20240923,20241115,CFFEX +531,IC2109.CFX,IC2109,IC2109,20210118,20210917,CFFEX +532,IF2109.CFX,IF2109,IF2109,20210118,20210917,CFFEX +533,IH2109.CFX,IH2109,IH2109,20210118,20210917,CFFEX +534,IF1903.CFX,IF1903,IF1903,20180723,20190315,CFFEX +535,IC1903.CFX,IC1903,IC1903,20180723,20190315,CFFEX +536,IH1903.CFX,IH1903,IH1903,20180723,20190315,CFFEX +537,IC2011.CFX,IC2011,IC2011,20200921,20201120,CFFEX +538,IF2011.CFX,IF2011,IF2011,20200921,20201120,CFFEX +539,IH2011.CFX,IH2011,IH2011,20200921,20201120,CFFEX +540,T1809.CFX,T1809,T1809,20171211,20180914,CFFEX +541,TF1809.CFX,TF1809,TF1809,20171211,20180914,CFFEX +542,IF1311.CFX,IF1311,IF1311,20130924,20131115,CFFEX +543,IH2012.CFX,IH2012,IH2012,20200420,20201218,CFFEX +544,IF2012.CFX,IF2012,IF2012,20200420,20201218,CFFEX +545,IC2012.CFX,IC2012,IC2012,20200420,20201218,CFFEX +546,IF1210.CFX,IF1210,IF1210,20120820,20121019,CFFEX +547,IM2208.CFX,IM2208,IM2208,20220722,20220819,CFFEX +548,IM2209.CFX,IM2209,IM2209,20220722,20220916,CFFEX +549,IM2212.CFX,IM2212,IM2212,20220722,20221216,CFFEX +550,IM2303.CFX,IM2303,IM2303,20220722,20230317,CFFEX +551,IF1306.CFX,IF1306,IF1306,20121022,20130621,CFFEX +552,TF1503.CFX,TF1503,TF1503,20140616,20150313,CFFEX +553,IC1908.CFX,IC1908,IC1908,20190624,20190816,CFFEX +554,IF1908.CFX,IF1908,IF1908,20190624,20190816,CFFEX +555,IH1908.CFX,IH1908,IH1908,20190624,20190816,CFFEX +556,IF1111.CFX,IF1111,IF1111,20110919,20111118,CFFEX +557,IC1505.CFX,IC1505,IC1505,20150416,20150515,CFFEX +558,IF1008.CFX,IF1008,IF1008,20100621,20100820,CFFEX +559,IF1410.CFX,IF1410,IF1410,20140818,20141017,CFFEX +560,T2506.CFX,T2506,T2506,20240918,20250613,CFFEX +561,TF1403.CFX,TF1403,TF1403,20130906,20140314,CFFEX +562,TF2212.CFX,TF2212,TF2212,20220314,20221209,CFFEX +563,IF2409.CFX,IF2409,IF2409,20240122,20240920,CFFEX +564,IC2412.CFX,IC2412,IC2412,20240422,20241220,CFFEX +565,IF2308.CFX,IF2308,IF2308,20230619,20230818,CFFEX +566,IM2408.CFX,IM2408,IM2408,20240624,20240816,CFFEX +567,IC1601.CFX,IC1601,IC1601,20151123,20160115,CFFEX +568,IC2203.CFX,IC2203,IC2203,20210719,20220318,CFFEX +569,IF2203.CFX,IF2203,IF2203,20210719,20220318,CFFEX +570,IH2203.CFX,IH2203,IH2203,20210719,20220318,CFFEX +571,IF1508.CFX,IF1508,IF1508,20150623,20150821,CFFEX +0,JD1907.DCE,JD1907,鸡蛋1907,20180727,20190726,DCE +1,CS1505.DCE,CS1505,玉米淀粉1505,20141219,20150515,DCE +2,JM2304.DCE,JM2304,焦煤2304,20220419,20230417,DCE +3,C1003.DCE,C1003,玉米1003,20090316,20100312,DCE +4,M1708.DCE,M1708,豆粕1708,20160815,20170814,DCE +5,C1301.DCE,C1301,玉米1301,20120118,20130117,DCE +6,V1603.DCE,V1603,PVC1603,20150316,20160314,DCE +7,EB2103.DCE,EB2103,苯乙烯2103,20200327,20210326,DCE +8,EG2103.DCE,EG2103,乙二醇2103,20200327,20210326,DCE +9,JD2103.DCE,JD2103,鸡蛋2103,20200327,20210326,DCE +10,C0907.DCE,C0907,玉米0907,20080715,20090714,DCE +11,P2501.DCE,P2501,棕榈油2501,20240116,20250115,DCE +12,Y1508.DCE,Y1508,豆油1508,20140815,20150814,DCE +13,L2508.DCE,L2508,塑料2508,20240815,20250814,DCE +14,FB2503.DCE,FB2503,纤维板2503,20240315,20250314,DCE +15,CS2307.DCE,CS2307,玉米淀粉2307,20220715,20230714,DCE +16,V1203.DCE,V1203,PVC1203,20110315,20120314,DCE +17,A2203.DCE,A2203,豆一2203,20210315,20220314,DCE +18,B2203.DCE,B2203,豆二2203,20210315,20220314,DCE +19,BB2203.DCE,BB2203,胶合板2203,20210315,20220314,DCE +20,C2203.DCE,C2203,玉米2203,20210315,20220314,DCE +21,CS2203.DCE,CS2203,玉米淀粉2203,20210315,20220314,DCE +22,FB2203.DCE,FB2203,纤维板2203,20210315,20220314,DCE +23,I2203.DCE,I2203,铁矿石2203,20210315,20220314,DCE +24,J2203.DCE,J2203,焦炭2203,20210315,20220314,DCE +25,JM2203.DCE,JM2203,焦煤2203,20210315,20220314,DCE +26,L2203.DCE,L2203,塑料2203,20210315,20220314,DCE +27,M2203.DCE,M2203,豆粕2203,20210315,20220314,DCE +28,P2203.DCE,P2203,棕榈油2203,20210315,20220314,DCE +29,PP2203.DCE,PP2203,聚丙烯2203,20210315,20220314,DCE +30,RR2203.DCE,RR2203,粳米2203,20210315,20220314,DCE +31,V2203.DCE,V2203,PVC2203,20210315,20220314,DCE +32,Y2203.DCE,Y2203,豆油2203,20210315,20220314,DCE +33,A1103.DCE,A1103,豆一1103,20090915,20110314,DCE +34,FB1708.DCE,FB1708,纤维板1708,20160815,20170814,DCE +35,M1103.DCE,M1103,豆粕1103,20100315,20110314,DCE +36,V2301.DCE,V2301,PVC2301,20220118,20230116,DCE +37,B2505.DCE,B2505,豆二2505,20240520,20250519,DCE +38,J1306.DCE,J1306,焦炭1306,20120615,20130619,DCE +39,V1007.DCE,V1007,PVC1007,20090715,20100714,DCE +40,A0905.DCE,A0905,豆一0905,20071115,20090515,DCE +41,J2506.DCE,J2506,焦炭2506,20240618,20250617,DCE +42,M1712.DCE,M1712,豆粕1712,20161215,20171214,DCE +43,M0712.DCE,M0712,豆粕0712,20061215,20071214,DCE +44,PP1407.DCE,PP1407,聚丙烯1407,20140228,20140714,DCE +45,I2511.DCE,I2511,铁矿石2511,20241115,20251114,DCE +46,I2410.DCE,I2410,铁矿石2410,20231023,20241021,DCE +47,L2501.DCE,L2501,塑料2501,20240116,20250115,DCE +48,L1401.DCE,L1401,塑料1401,20130118,20140115,DCE +49,M0711.DCE,M0711,豆粕0711,20061115,20071114,DCE +50,P2410.DCE,P2410,棕榈油2410,20231023,20241021,DCE +51,Y2301.DCE,Y2301,豆油2301,20220118,20230116,DCE +52,JM1403.DCE,JM1403,焦煤1403,20130322,20140314,DCE +53,J1705.DCE,J1705,焦炭1705,20160517,20170515,DCE +54,C2301.DCE,C2301,玉米2301,20220118,20230116,DCE +55,LH2109.DCE,LH2109,生猪2109,20210108,20210927,DCE +56,LH2111.DCE,LH2111,生猪2111,20210108,20211125,DCE +57,LH2201.DCE,LH2201,生猪2201,20210108,20220125,DCE +58,RR2403.DCE,RR2403,粳米2403,20230315,20240314,DCE +59,JM2303.DCE,JM2303,焦煤2303,20220315,20230314,DCE +60,PG2405.DCE,PG2405,LPG2405,20230529,20240528,DCE +61,CS2507.DCE,CS2507,玉米淀粉2507,20240715,20250714,DCE +62,B1611.DCE,B1611,豆二1611,20151116,20161114,DCE +63,L1706.DCE,L1706,塑料1706,20160617,20170614,DCE +64,A0203.DCE,A0203,豆一0203,20010315,20020314,DCE +65,J1612.DCE,J1612,焦炭1612,20151215,20161214,DCE +66,P0908.DCE,P0908,棕榈油0908,20080815,20090814,DCE +67,L2210.DCE,L2210,塑料2210,20211022,20221021,DCE +68,A2505.DCE,A2505,豆一2505,20240520,20250519,DCE +69,Y1212.DCE,Y1212,豆油1212,20111215,20121214,DCE +70,Y0609.DCE,Y0609,豆油0609,20060109,20060914,DCE +71,EG2402.DCE,EG2402,乙二醇2402,20230224,20240226,DCE +72,P2307.DCE,P2307,棕榈油2307,20220715,20230714,DCE +73,JD1908.DCE,JD1908,鸡蛋1908,20180829,20190827,DCE +74,EG2211.DCE,EG2211,乙二醇2211,20211126,20221125,DCE +75,FB1704.DCE,FB1704,纤维板1704,20160418,20170418,DCE +76,C2507.DCE,C2507,玉米2507,20240715,20250714,DCE +77,FB1608.DCE,FB1608,纤维板1608,20150817,20160812,DCE +78,JM1407.DCE,JM1407,焦煤1407,20130715,20140714,DCE +79,V1110.DCE,V1110,PVC1110,20101022,20111021,DCE +80,P1106.DCE,P1106,棕榈油1106,20100618,20110615,DCE +81,EB2205.DCE,EB2205,苯乙烯2205,20210527,20220526,DCE +82,EG2205.DCE,EG2205,乙二醇2205,20210527,20220526,DCE +83,JD2205.DCE,JD2205,鸡蛋2205,20210527,20220526,DCE +84,LH2205.DCE,LH2205,生猪2205,20210527,20220526,DCE +85,PG2205.DCE,PG2205,LPG2205,20210527,20220526,DCE +86,JD1709.DCE,JD1709,鸡蛋1709,20160919,20170926,DCE +87,PP1612.DCE,PP1612,聚丙烯1612,20151215,20161214,DCE +88,P1204.DCE,P1204,棕榈油1204,20110419,20120418,DCE +89,C0705.DCE,C0705,玉米0705,20060522,20070521,DCE +90,I2311.DCE,I2311,铁矿石2311,20221115,20231114,DCE +91,P1305.DCE,P1305,棕榈油1305,20120516,20130515,DCE +92,B1709.DCE,B1709,豆二1709,20160919,20170914,DCE +93,BB2311.DCE,BB2311,胶合板2311,20221115,20231114,DCE +94,M0911.DCE,M0911,豆粕0911,20081117,20091113,DCE +95,P0905.DCE,P0905,棕榈油0905,20080519,20090515,DCE +96,FB2402.DCE,FB2402,纤维板2402,20230215,20240222,DCE +97,L0803.DCE,L0803,塑料0803,20070731,20080314,DCE +98,PG2412.DCE,PG2412,LPG2412,20231227,20241226,DCE +99,M2409.DCE,M2409,豆粕2409,20230915,20240913,DCE +100,A2509.DCE,A2509,豆一2509,20240918,20250912,DCE +101,M0101.DCE,M0101,豆粕0101,20000717,20010115,DCE +102,A1803.DCE,A1803,豆一1803,20160919,20180314,DCE +103,CS1611.DCE,CS1611,玉米淀粉1611,20151116,20161114,DCE +104,A0907.DCE,A0907,豆一0907,20080116,20090714,DCE +105,C0511.DCE,C0511,玉米0511,20040922,20051114,DCE +106,A1405.DCE,A1405,豆一1405,20121115,20140516,DCE +107,JM2506.DCE,JM2506,焦煤2506,20240618,20250617,DCE +108,L1306.DCE,L1306,塑料1306,20120615,20130619,DCE +109,P0805.DCE,P0805,棕榈油0805,20071029,20080516,DCE +110,B0705.DCE,B0705,豆二0705,20060522,20070521,DCE +111,BB2309.DCE,BB2309,胶合板2309,20220916,20230914,DCE +112,Y2503.DCE,Y2503,豆油2503,20240315,20250314,DCE +113,Y2303.DCE,Y2303,豆油2303,20220315,20230314,DCE +114,Y2409.DCE,Y2409,豆油2409,20230915,20240913,DCE +115,PG2311.DCE,PG2311,LPG2311,20221128,20231127,DCE +116,M0812.DCE,M0812,豆粕0812,20071217,20081212,DCE +117,PP1408.DCE,PP1408,聚丙烯1408,20140228,20140814,DCE +118,PP1606.DCE,PP1606,聚丙烯1606,20150615,20160616,DCE +119,M1612.DCE,M1612,豆粕1612,20151215,20161214,DCE +120,EG2510.DCE,EG2510,乙二醇2510,20241029,20251028,DCE +121,J1409.DCE,J1409,焦炭1409,20130916,20140915,DCE +122,C1201.DCE,C1201,玉米1201,20110118,20120117,DCE +123,CS1601.DCE,CS1601,玉米淀粉1601,20150119,20160115,DCE +124,L1505.DCE,L1505,塑料1505,20140519,20150515,DCE +125,JD2510.DCE,JD2510,鸡蛋2510,20241029,20251028,DCE +126,B0711.DCE,B0711,豆二0711,20061115,20071114,DCE +127,L2403.DCE,L2403,塑料2403,20230315,20240314,DCE +128,C0503.DCE,C0503,玉米0503,20040922,20050314,DCE +129,C1107.DCE,C1107,玉米1107,20100715,20110714,DCE +130,L1312.DCE,L1312,塑料1312,20121217,20131213,DCE +131,M0105.DCE,M0105,豆粕0105,20000717,20010521,DCE +132,M1203.DCE,M1203,豆粕1203,20110315,20120314,DCE +133,JD1502.DCE,JD1502,鸡蛋1502,20140221,20150213,DCE +134,C2501.DCE,C2501,玉米2501,20240116,20250115,DCE +135,FB1409.DCE,FB1409,纤维板1409,20131206,20140915,DCE +136,RR2009.DCE,RR2009,粳米2009,20190917,20200914,DCE +137,Y1209.DCE,Y1209,豆油1209,20110916,20120914,DCE +138,FB2506.DCE,FB2506,纤维板2506,20240618,20250617,DCE +139,Y2312.DCE,Y2312,豆油2312,20221215,20231214,DCE +140,JD2306.DCE,JD2306,鸡蛋2306,20220628,20230627,DCE +141,PG2401.DCE,PG2401,LPG2401,20230120,20240126,DCE +142,P2508.DCE,P2508,棕榈油2508,20240815,20250814,DCE +143,V1706.DCE,V1706,PVC1706,20160617,20170614,DCE +144,J1604.DCE,J1604,焦炭1604,20150416,20160415,DCE +145,P1402.DCE,P1402,棕榈油1402,20130222,20140220,DCE +146,L1010.DCE,L1010,塑料1010,20091023,20101021,DCE +147,M1111.DCE,M1111,豆粕1111,20101115,20111114,DCE +148,JM1506.DCE,JM1506,焦煤1506,20140617,20150612,DCE +149,PP2401.DCE,PP2401,聚丙烯2401,20230117,20240115,DCE +150,L1310.DCE,L1310,塑料1310,20121022,20131021,DCE +151,L1206.DCE,L1206,塑料1206,20110616,20120614,DCE +152,RR2312.DCE,RR2312,粳米2312,20221215,20231214,DCE +153,L0904.DCE,L0904,塑料0904,20080416,20090415,DCE +154,I2310.DCE,I2310,铁矿石2310,20221024,20231020,DCE +155,A2101.DCE,A2101,豆一2101,20200116,20210115,DCE +156,B2101.DCE,B2101,豆二2101,20200116,20210115,DCE +157,BB2101.DCE,BB2101,胶合板2101,20200116,20210115,DCE +158,C2101.DCE,C2101,玉米2101,20200116,20210115,DCE +159,CS2101.DCE,CS2101,玉米淀粉2101,20200116,20210115,DCE +160,FB2101.DCE,FB2101,纤维板2101,20200116,20210115,DCE +161,I2101.DCE,I2101,铁矿石2101,20200116,20210115,DCE +162,J2101.DCE,J2101,焦炭2101,20200116,20210115,DCE +163,JM2101.DCE,JM2101,焦煤2101,20200116,20210115,DCE +164,L2101.DCE,L2101,塑料2101,20200116,20210115,DCE +165,M2101.DCE,M2101,豆粕2101,20200116,20210115,DCE +166,P2101.DCE,P2101,棕榈油2101,20200116,20210115,DCE +167,PP2101.DCE,PP2101,聚丙烯2101,20200116,20210115,DCE +168,RR2101.DCE,RR2101,粳米2101,20200116,20210115,DCE +169,V2101.DCE,V2101,PVC2101,20200116,20210115,DCE +170,Y2101.DCE,Y2101,豆油2101,20200116,20210115,DCE +171,FB1707.DCE,FB1707,纤维板1707,20160715,20170714,DCE +172,L2407.DCE,L2407,塑料2407,20230717,20240712,DCE +173,Y1112.DCE,Y1112,豆油1112,20101215,20111214,DCE +174,B2102.DCE,B2102,豆二2102,20200217,20210219,DCE +175,BB2102.DCE,BB2102,胶合板2102,20200217,20210219,DCE +176,FB2102.DCE,FB2102,纤维板2102,20200217,20210219,DCE +177,I2102.DCE,I2102,铁矿石2102,20200217,20210219,DCE +178,J2102.DCE,J2102,焦炭2102,20200217,20210219,DCE +179,JM2102.DCE,JM2102,焦煤2102,20200217,20210219,DCE +180,L2102.DCE,L2102,塑料2102,20200217,20210219,DCE +181,P2102.DCE,P2102,棕榈油2102,20200217,20210219,DCE +182,PP2102.DCE,PP2102,聚丙烯2102,20200217,20210219,DCE +183,V2102.DCE,V2102,PVC2102,20200217,20210219,DCE +184,RR2102.DCE,RR2102,粳米2102,20200217,20210219,DCE +185,P1103.DCE,P1103,棕榈油1103,20100315,20110314,DCE +186,L0710.DCE,L0710,塑料0710,20070731,20071019,DCE +187,M1001.DCE,M1001,豆粕1001,20090119,20100115,DCE +188,J1709.DCE,J1709,焦炭1709,20160919,20170914,DCE +189,C0607.DCE,C0607,玉米0607,20050715,20060714,DCE +190,M2501.DCE,M2501,豆粕2501,20240116,20250115,DCE +191,M0111.DCE,M0111,豆粕0111,20001115,20011114,DCE +192,BB1804.DCE,BB1804,胶合板1804,20170419,20180417,DCE +193,FB1804.DCE,FB1804,纤维板1804,20170419,20180417,DCE +194,I1804.DCE,I1804,铁矿石1804,20170419,20180417,DCE +195,J1804.DCE,J1804,焦炭1804,20170419,20180417,DCE +196,JM1804.DCE,JM1804,焦煤1804,20170419,20180417,DCE +197,L1804.DCE,L1804,塑料1804,20170419,20180417,DCE +198,P1804.DCE,P1804,棕榈油1804,20170419,20180417,DCE +199,PP1804.DCE,PP1804,聚丙烯1804,20170419,20180417,DCE +200,V1804.DCE,V1804,PVC1804,20170419,20180417,DCE +201,JM1709.DCE,JM1709,焦煤1709,20160919,20170914,DCE +202,J1503.DCE,J1503,焦炭1503,20140317,20150313,DCE +203,V1109.DCE,V1109,PVC1109,20100915,20110915,DCE +204,JM2509.DCE,JM2509,焦煤2509,20240918,20250912,DCE +205,EB2404.DCE,EB2404,苯乙烯2404,20230426,20240425,DCE +206,I2312.DCE,I2312,铁矿石2312,20221215,20231214,DCE +207,B2304.DCE,B2304,豆二2304,20220419,20230417,DCE +208,L0802.DCE,L0802,塑料0802,20070731,20080221,DCE +209,B1003.DCE,B1003,豆二1003,20090316,20100312,DCE +210,A2103.DCE,A2103,豆一2103,20200316,20210312,DCE +211,B2103.DCE,B2103,豆二2103,20200316,20210312,DCE +212,BB2103.DCE,BB2103,胶合板2103,20200316,20210312,DCE +213,C2103.DCE,C2103,玉米2103,20200316,20210312,DCE +214,CS2103.DCE,CS2103,玉米淀粉2103,20200316,20210312,DCE +215,FB2103.DCE,FB2103,纤维板2103,20200316,20210312,DCE +216,I2103.DCE,I2103,铁矿石2103,20200316,20210312,DCE +217,J2103.DCE,J2103,焦炭2103,20200316,20210312,DCE +218,JM2103.DCE,JM2103,焦煤2103,20200316,20210312,DCE +219,L2103.DCE,L2103,塑料2103,20200316,20210312,DCE +220,M2103.DCE,M2103,豆粕2103,20200316,20210312,DCE +221,P2103.DCE,P2103,棕榈油2103,20200316,20210312,DCE +222,PP2103.DCE,PP2103,聚丙烯2103,20200316,20210312,DCE +223,V2103.DCE,V2103,PVC2103,20200316,20210312,DCE +224,Y2103.DCE,Y2103,豆油2103,20200316,20210312,DCE +225,RR2103.DCE,RR2103,粳米2103,20200316,20210312,DCE +226,P1503.DCE,P1503,棕榈油1503,20140317,20150313,DCE +227,Y1701.DCE,Y1701,豆油1701,20160118,20170116,DCE +228,V1212.DCE,V1212,PVC1212,20111215,20121214,DCE +229,M1403.DCE,M1403,豆粕1403,20130315,20140314,DCE +230,C1401.DCE,C1401,玉米1401,20130118,20140115,DCE +231,M1511.DCE,M1511,豆粕1511,20141117,20151113,DCE +232,EB2306.DCE,EB2306,苯乙烯2306,20220628,20230627,DCE +233,PP2302.DCE,PP2302,聚丙烯2302,20220221,20230214,DCE +234,JD2508.DCE,JD2508,鸡蛋2508,20240828,20250826,DCE +235,M0509.DCE,M0509,豆粕0509,20040915,20050914,DCE +236,A2205.DCE,A2205,豆一2205,20210520,20220518,DCE +237,B2205.DCE,B2205,豆二2205,20210520,20220518,DCE +238,BB2205.DCE,BB2205,胶合板2205,20210520,20220518,DCE +239,C2205.DCE,C2205,玉米2205,20210520,20220518,DCE +240,CS2205.DCE,CS2205,玉米淀粉2205,20210520,20220518,DCE +241,FB2205.DCE,FB2205,纤维板2205,20210520,20220518,DCE +242,I2205.DCE,I2205,铁矿石2205,20210520,20220518,DCE +243,J2205.DCE,J2205,焦炭2205,20210520,20220518,DCE +244,JM2205.DCE,JM2205,焦煤2205,20210520,20220518,DCE +245,L2205.DCE,L2205,塑料2205,20210520,20220518,DCE +246,M2205.DCE,M2205,豆粕2205,20210520,20220518,DCE +247,P2205.DCE,P2205,棕榈油2205,20210520,20220518,DCE +248,PP2205.DCE,PP2205,聚丙烯2205,20210520,20220518,DCE +249,RR2205.DCE,RR2205,粳米2205,20210520,20220518,DCE +250,V2205.DCE,V2205,PVC2205,20210520,20220518,DCE +251,Y2205.DCE,Y2205,豆油2205,20210520,20220518,DCE +252,JM1701.DCE,JM1701,焦煤1701,20160118,20170116,DCE +253,BB1809.DCE,BB1809,胶合板1809,20170915,20180914,DCE +254,V2408.DCE,V2408,PVC2408,20230815,20240814,DCE +255,PP2406.DCE,PP2406,聚丙烯2406,20230615,20240617,DCE +256,L1202.DCE,L1202,塑料1202,20110222,20120214,DCE +257,Y1401.DCE,Y1401,豆油1401,20130118,20140115,DCE +258,BB1904.DCE,BB1904,胶合板1904,20180418,20190415,DCE +259,FB1904.DCE,FB1904,纤维板1904,20180418,20190415,DCE +260,I1904.DCE,I1904,铁矿石1904,20180418,20190415,DCE +261,J1904.DCE,J1904,焦炭1904,20180418,20190415,DCE +262,JM1904.DCE,JM1904,焦煤1904,20180418,20190415,DCE +263,L1904.DCE,L1904,塑料1904,20180418,20190415,DCE +264,P1904.DCE,P1904,棕榈油1904,20180418,20190415,DCE +265,PP1904.DCE,PP1904,聚丙烯1904,20180418,20190415,DCE +266,V1904.DCE,V1904,PVC1904,20180418,20190415,DCE +267,Y1108.DCE,Y1108,豆油1108,20100816,20110812,DCE +268,PP1705.DCE,PP1705,聚丙烯1705,20160517,20170515,DCE +269,V2504.DCE,V2504,PVC2504,20240417,20250415,DCE +270,L2302.DCE,L2302,塑料2302,20220221,20230214,DCE +271,V1001.DCE,V1001,PVC1001,20090525,20100115,DCE +272,JD2505.DCE,JD2505,鸡蛋2505,20240529,20250527,DCE +273,I2505.DCE,I2505,铁矿石2505,20240520,20250519,DCE +274,Y1009.DCE,Y1009,豆油1009,20090915,20100914,DCE +275,J1203.DCE,J1203,焦炭1203,20110415,20120314,DCE +276,P1111.DCE,P1111,棕榈油1111,20101115,20111114,DCE +277,EB2501.DCE,EB2501,苯乙烯2501,20240129,20250128,DCE +278,V0911.DCE,V0911,PVC0911,20090525,20091113,DCE +279,M0908.DCE,M0908,豆粕0908,20080815,20090814,DCE +280,PG2307.DCE,PG2307,LPG2307,20220727,20230726,DCE +281,RR2307.DCE,RR2307,粳米2307,20220715,20230714,DCE +282,B1307.DCE,B1307,豆二1307,20120716,20130712,DCE +283,PP2301.DCE,PP2301,聚丙烯2301,20220118,20230116,DCE +284,A1705.DCE,A1705,豆一1705,20151116,20170515,DCE +285,FB1508.DCE,FB1508,纤维板1508,20140815,20150814,DCE +286,RR2506.DCE,RR2506,粳米2506,20240618,20250617,DCE +287,J2412.DCE,J2412,焦炭2412,20231215,20241213,DCE +288,A1609.DCE,A1609,豆一1609,20150316,20160914,DCE +289,EG2508.DCE,EG2508,乙二醇2508,20240828,20250826,DCE +290,Y1601.DCE,Y1601,豆油1601,20150119,20160115,DCE +291,V2502.DCE,V2502,PVC2502,20240223,20250224,DCE +292,RR2508.DCE,RR2508,粳米2508,20240815,20250814,DCE +293,Y1612.DCE,Y1612,豆油1612,20151215,20161214,DCE +294,P1007.DCE,P1007,棕榈油1007,20090715,20100714,DCE +295,V2304.DCE,V2304,PVC2304,20220419,20230417,DCE +296,JD1808.DCE,JD1808,鸡蛋1808,20170829,20180828,DCE +297,J1404.DCE,J1404,焦炭1404,20130417,20140415,DCE +298,P2509.DCE,P2509,棕榈油2509,20240918,20250912,DCE +299,V1503.DCE,V1503,PVC1503,20140317,20150313,DCE +300,Y1712.DCE,Y1712,豆油1712,20161215,20171214,DCE +301,M2401.DCE,M2401,豆粕2401,20230117,20240115,DCE +302,BB1511.DCE,BB1511,胶合板1511,20141117,20151113,DCE +303,M0107.DCE,M0107,豆粕0107,20000717,20010713,DCE +304,V2312.DCE,V2312,PVC2312,20221215,20231214,DCE +305,C1007.DCE,C1007,玉米1007,20090715,20100714,DCE +306,JM1608.DCE,JM1608,焦煤1608,20150817,20160812,DCE +307,V1704.DCE,V1704,PVC1704,20160418,20170418,DCE +308,V1505.DCE,V1505,PVC1505,20140519,20150515,DCE +309,JM2301.DCE,JM2301,焦煤2301,20220118,20230116,DCE +310,L1108.DCE,L1108,塑料1108,20100816,20110812,DCE +311,Y1308.DCE,Y1308,豆油1308,20120815,20130814,DCE +312,P2405.DCE,P2405,棕榈油2405,20230518,20240517,DCE +313,L1105.DCE,L1105,塑料1105,20100518,20110516,DCE +314,A0003.DCE,A0003,豆一0003,19990315,20000314,DCE +315,C1605.DCE,C1605,玉米1605,20150518,20160516,DCE +316,EB2310.DCE,EB2310,苯乙烯2310,20221027,20231026,DCE +317,B0909.DCE,B0909,豆二0909,20080916,20090914,DCE +318,V1010.DCE,V1010,PVC1010,20091023,20101021,DCE +319,L2506.DCE,L2506,塑料2506,20240618,20250617,DCE +320,C1209.DCE,C1209,玉米1209,20110916,20120914,DCE +321,PG2305.DCE,PG2305,LPG2305,20220527,20230526,DCE +322,C0703.DCE,C0703,玉米0703,20060315,20070314,DCE +323,JD1809.DCE,JD1809,鸡蛋1809,20170927,20180925,DCE +324,FB1610.DCE,FB1610,纤维板1610,20151022,20161021,DCE +325,L2304.DCE,L2304,塑料2304,20220419,20230417,DCE +326,PP1406.DCE,PP1406,聚丙烯1406,20140228,20140616,DCE +327,A2511.DCE,A2511,豆一2511,20241115,20251114,DCE +328,M0612.DCE,M0612,豆粕0612,20051215,20061214,DCE +329,J1403.DCE,J1403,焦炭1403,20130315,20140314,DCE +330,M2311.DCE,M2311,豆粕2311,20221115,20231114,DCE +331,A0107.DCE,A0107,豆一0107,20000717,20010713,DCE +332,EG2408.DCE,EG2408,乙二醇2408,20230829,20240827,DCE +333,JD2410.DCE,JD2410,鸡蛋2410,20231027,20241028,DCE +334,A1809.DCE,A1809,豆一1809,20170315,20180914,DCE +335,B1803.DCE,B1803,豆二1803,20170315,20180314,DCE +336,BB1803.DCE,BB1803,胶合板1803,20170315,20180314,DCE +337,C1803.DCE,C1803,玉米1803,20170315,20180314,DCE +338,CS1803.DCE,CS1803,玉米淀粉1803,20170315,20180314,DCE +339,FB1803.DCE,FB1803,纤维板1803,20170315,20180314,DCE +340,I1803.DCE,I1803,铁矿石1803,20170315,20180314,DCE +341,J1803.DCE,J1803,焦炭1803,20170315,20180314,DCE +342,JD1803.DCE,JD1803,鸡蛋1803,20170315,20180327,DCE +343,JM1803.DCE,JM1803,焦煤1803,20170315,20180314,DCE +344,L1803.DCE,L1803,塑料1803,20170315,20180314,DCE +345,M1803.DCE,M1803,豆粕1803,20170315,20180314,DCE +346,P1803.DCE,P1803,棕榈油1803,20170315,20180314,DCE +347,PP1803.DCE,PP1803,聚丙烯1803,20170315,20180314,DCE +348,V1803.DCE,V1803,PVC1803,20170315,20180314,DCE +349,Y1803.DCE,Y1803,豆油1803,20170315,20180314,DCE +350,I2408.DCE,I2408,铁矿石2408,20230815,20240814,DCE +351,B2506.DCE,B2506,豆二2506,20240618,20250617,DCE +352,V2506.DCE,V2506,PVC2506,20240618,20250617,DCE +353,L1003.DCE,L1003,塑料1003,20090316,20100312,DCE +354,I1703.DCE,I1703,铁矿石1703,20160315,20170314,DCE +355,BB1508.DCE,BB1508,胶合板1508,20140815,20150814,DCE +356,PP1703.DCE,PP1703,聚丙烯1703,20160315,20170314,DCE +357,A1505.DCE,A1505,豆一1505,20131115,20150515,DCE +358,JD1807.DCE,JD1807,鸡蛋1807,20170727,20180726,DCE +359,M1501.DCE,M1501,豆粕1501,20140116,20150116,DCE +360,A9905.DCE,A9905,豆一9905,19990104,19990517,DCE +361,B1812.DCE,B1812,豆二1812,20171215,20181214,DCE +362,BB1812.DCE,BB1812,胶合板1812,20171215,20181214,DCE +363,FB1812.DCE,FB1812,纤维板1812,20171215,20181214,DCE +364,I1812.DCE,I1812,铁矿石1812,20171215,20181214,DCE +365,J1812.DCE,J1812,焦炭1812,20171215,20181214,DCE +366,JM1812.DCE,JM1812,焦煤1812,20171215,20181214,DCE +367,L1812.DCE,L1812,塑料1812,20171215,20181214,DCE +368,M1812.DCE,M1812,豆粕1812,20171215,20181214,DCE +369,P1812.DCE,P1812,棕榈油1812,20171215,20181214,DCE +370,PP1812.DCE,PP1812,聚丙烯1812,20171215,20181214,DCE +371,V1812.DCE,V1812,PVC1812,20171215,20181214,DCE +372,Y1812.DCE,Y1812,豆油1812,20171215,20181214,DCE +373,Y1711.DCE,Y1711,豆油1711,20161115,20171114,DCE +374,J1703.DCE,J1703,焦炭1703,20160315,20170314,DCE +375,C2403.DCE,C2403,玉米2403,20230315,20240314,DCE +376,M1408.DCE,M1408,豆粕1408,20130815,20140814,DCE +377,EB2503.DCE,EB2503,苯乙烯2503,20240327,20250326,DCE +378,B2502.DCE,B2502,豆二2502,20240223,20250224,DCE +379,B2004.DCE,B2004,豆二2004,20190416,20200415,DCE +380,BB2004.DCE,BB2004,胶合板2004,20190416,20200415,DCE +381,FB2004.DCE,FB2004,纤维板2004,20190416,20200415,DCE +382,I2004.DCE,I2004,铁矿石2004,20190416,20200415,DCE +383,J2004.DCE,J2004,焦炭2004,20190416,20200415,DCE +384,JM2004.DCE,JM2004,焦煤2004,20190416,20200415,DCE +385,L2004.DCE,L2004,塑料2004,20190416,20200415,DCE +386,P2004.DCE,P2004,棕榈油2004,20190416,20200415,DCE +387,PP2004.DCE,PP2004,聚丙烯2004,20190416,20200415,DCE +388,FB1609.DCE,FB1609,纤维板1609,20150917,20160914,DCE +389,Y0711.DCE,Y0711,豆油0711,20061115,20071114,DCE +390,A2307.DCE,A2307,豆一2307,20220715,20230714,DCE +391,M0708.DCE,M0708,豆粕0708,20060815,20070814,DCE +392,JM2409.DCE,JM2409,焦煤2409,20230915,20240913,DCE +393,CS2503.DCE,CS2503,玉米淀粉2503,20240315,20250314,DCE +394,L1201.DCE,L1201,塑料1201,20110118,20120117,DCE +395,Y1311.DCE,Y1311,豆油1311,20121115,20131114,DCE +396,BB1609.DCE,BB1609,胶合板1609,20150917,20160914,DCE +397,Y1003.DCE,Y1003,豆油1003,20090316,20100312,DCE +398,V1611.DCE,V1611,PVC1611,20151116,20161114,DCE +399,P1206.DCE,P1206,棕榈油1206,20110616,20120614,DCE +400,JD1902.DCE,JD1902,鸡蛋1902,20180226,20190225,DCE +401,J1707.DCE,J1707,焦炭1707,20160715,20170714,DCE +402,I2303.DCE,I2303,铁矿石2303,20220315,20230314,DCE +403,JD1909.DCE,JD1909,鸡蛋1909,20180926,20190925,DCE +404,C1607.DCE,C1607,玉米1607,20150715,20160714,DCE +405,Y1301.DCE,Y1301,豆油1301,20120118,20130117,DCE +406,LH2305.DCE,LH2305,生猪2305,20220527,20230526,DCE +407,C2505.DCE,C2505,玉米2505,20240520,20250519,DCE +408,FB1512.DCE,FB1512,纤维板1512,20141215,20151214,DCE +409,M0209.DCE,M0209,豆粕0209,20010917,20020913,DCE +410,JM1508.DCE,JM1508,焦煤1508,20140815,20150814,DCE +411,JD1704.DCE,JD1704,鸡蛋1704,20160418,20170425,DCE +412,B1507.DCE,B1507,豆二1507,20140715,20150714,DCE +413,I2407.DCE,I2407,铁矿石2407,20230717,20240712,DCE +414,JD1905.DCE,JD1905,鸡蛋1905,20180529,20190528,DCE +415,BB2409.DCE,BB2409,胶合板2409,20230915,20240913,DCE +416,J1402.DCE,J1402,焦炭1402,20130222,20140220,DCE +417,EB2203.DCE,EB2203,苯乙烯2203,20210329,20220328,DCE +418,EG2203.DCE,EG2203,乙二醇2203,20210329,20220328,DCE +419,JD2203.DCE,JD2203,鸡蛋2203,20210329,20220328,DCE +420,LH2203.DCE,LH2203,生猪2203,20210329,20220328,DCE +421,PG2203.DCE,PG2203,LPG2203,20210329,20220328,DCE +422,M1005.DCE,M1005,豆粕1005,20090518,20100517,DCE +423,C1711.DCE,C1711,玉米1711,20161115,20171114,DCE +424,Y2408.DCE,Y2408,豆油2408,20230815,20240814,DCE +425,A0703.DCE,A0703,豆一0703,20050915,20070314,DCE +426,LH2211.DCE,LH2211,生猪2211,20211126,20221125,DCE +427,V2507.DCE,V2507,PVC2507,20240715,20250714,DCE +428,B2211.DCE,B2211,豆二2211,20211115,20221114,DCE +429,I1612.DCE,I1612,铁矿石1612,20151215,20161214,DCE +430,Y0807.DCE,Y0807,豆油0807,20070716,20080714,DCE +431,JD2404.DCE,JD2404,鸡蛋2404,20230426,20240425,DCE +432,P0803.DCE,P0803,棕榈油0803,20071029,20080314,DCE +433,JD1506.DCE,JD1506,鸡蛋1506,20140617,20150612,DCE +434,M0703.DCE,M0703,豆粕0703,20060315,20070314,DCE +435,FB2308.DCE,FB2308,纤维板2308,20220815,20230814,DCE +436,V1202.DCE,V1202,PVC1202,20110222,20120214,DCE +437,J2505.DCE,J2505,焦炭2505,20240520,20250519,DCE +438,JM2501.DCE,JM2501,焦煤2501,20240116,20250115,DCE +439,P2009.DCE,P2009,棕榈油2009,20190917,20200914,DCE +440,A2009.DCE,A2009,豆一2009,20190917,20200914,DCE +441,Y2009.DCE,Y2009,豆油2009,20190917,20200914,DCE +442,V2009.DCE,V2009,PVC2009,20190917,20200914,DCE +443,PP2009.DCE,PP2009,聚丙烯2009,20190917,20200914,DCE +444,M2009.DCE,M2009,豆粕2009,20190917,20200914,DCE +445,L2009.DCE,L2009,塑料2009,20190917,20200914,DCE +446,JM2009.DCE,JM2009,焦煤2009,20190917,20200914,DCE +447,J2009.DCE,J2009,焦炭2009,20190917,20200914,DCE +448,I2009.DCE,I2009,铁矿石2009,20190917,20200914,DCE +449,FB2009.DCE,FB2009,纤维板2009,20190917,20200914,DCE +450,CS2009.DCE,CS2009,玉米淀粉2009,20190917,20200914,DCE +451,C2009.DCE,C2009,玉米2009,20190917,20200914,DCE +452,BB2009.DCE,BB2009,胶合板2009,20190917,20200914,DCE +453,B2009.DCE,B2009,豆二2009,20190917,20200914,DCE +454,A2107.DCE,A2107,豆一2107,20200715,20210714,DCE +455,B2107.DCE,B2107,豆二2107,20200715,20210714,DCE +456,BB2107.DCE,BB2107,胶合板2107,20200715,20210714,DCE +457,C2107.DCE,C2107,玉米2107,20200715,20210714,DCE +458,CS2107.DCE,CS2107,玉米淀粉2107,20200715,20210714,DCE +459,FB2107.DCE,FB2107,纤维板2107,20200715,20210714,DCE +460,I2107.DCE,I2107,铁矿石2107,20200715,20210714,DCE +461,J2107.DCE,J2107,焦炭2107,20200715,20210714,DCE +462,JM2107.DCE,JM2107,焦煤2107,20200715,20210714,DCE +463,L2107.DCE,L2107,塑料2107,20200715,20210714,DCE +464,M2107.DCE,M2107,豆粕2107,20200715,20210714,DCE +465,P2107.DCE,P2107,棕榈油2107,20200715,20210714,DCE +466,PP2107.DCE,PP2107,聚丙烯2107,20200715,20210714,DCE +467,RR2107.DCE,RR2107,粳米2107,20200715,20210714,DCE +468,V2107.DCE,V2107,PVC2107,20200715,20210714,DCE +469,Y2107.DCE,Y2107,豆油2107,20200715,20210714,DCE +470,JD2002.DCE,JD2002,鸡蛋2002,20190226,20200225,DCE +471,M0109.DCE,M0109,豆粕0109,20000717,20010914,DCE +472,L2504.DCE,L2504,塑料2504,20240417,20250415,DCE +473,M2301.DCE,M2301,豆粕2301,20220118,20230116,DCE +474,A0503.DCE,A0503,豆一0503,20030915,20050314,DCE +475,EG2411.DCE,EG2411,乙二醇2411,20231128,20241126,DCE +476,J1202.DCE,J1202,焦炭1202,20110415,20120214,DCE +477,JM1604.DCE,JM1604,焦煤1604,20150416,20160415,DCE +478,M1209.DCE,M1209,豆粕1209,20110916,20120914,DCE +479,M1409.DCE,M1409,豆粕1409,20130916,20140915,DCE +480,JD1904.DCE,JD1904,鸡蛋1904,20180425,20190425,DCE +481,EG2101.DCE,EG2101,乙二醇2101,20200122,20210126,DCE +482,JD2101.DCE,JD2101,鸡蛋2101,20200122,20210126,DCE +483,EB2101.DCE,EB2101,苯乙烯2101,20200122,20210126,DCE +484,A2305.DCE,A2305,豆一2305,20220519,20230517,DCE +485,B2305.DCE,B2305,豆二2305,20220519,20230517,DCE +486,BB2305.DCE,BB2305,胶合板2305,20220519,20230517,DCE +487,C2305.DCE,C2305,玉米2305,20220519,20230517,DCE +488,CS2305.DCE,CS2305,玉米淀粉2305,20220519,20230517,DCE +489,FB2305.DCE,FB2305,纤维板2305,20220519,20230517,DCE +490,I2305.DCE,I2305,铁矿石2305,20220519,20230517,DCE +491,J2305.DCE,J2305,焦炭2305,20220519,20230517,DCE +492,JM2305.DCE,JM2305,焦煤2305,20220519,20230517,DCE +493,L2305.DCE,L2305,塑料2305,20220519,20230517,DCE +494,M2305.DCE,M2305,豆粕2305,20220519,20230517,DCE +495,P2305.DCE,P2305,棕榈油2305,20220519,20230517,DCE +496,PP2305.DCE,PP2305,聚丙烯2305,20220519,20230517,DCE +497,RR2305.DCE,RR2305,粳米2305,20220519,20230517,DCE +498,V2305.DCE,V2305,PVC2305,20220519,20230517,DCE +499,Y2305.DCE,Y2305,豆油2305,20220519,20230517,DCE +500,P1706.DCE,P1706,棕榈油1706,20160617,20170614,DCE +501,L1512.DCE,L1512,塑料1512,20141215,20151214,DCE +502,PG2210.DCE,PG2210,LPG2210,20211027,20221026,DCE +503,CS1705.DCE,CS1705,玉米淀粉1705,20160517,20170515,DCE +504,Y1105.DCE,Y1105,豆油1105,20100518,20110516,DCE +505,P0807.DCE,P0807,棕榈油0807,20071029,20080714,DCE +506,J1609.DCE,J1609,焦炭1609,20150917,20160914,DCE +507,FB1507.DCE,FB1507,纤维板1507,20140715,20150714,DCE +508,Y1407.DCE,Y1407,豆油1407,20130715,20140714,DCE +509,I1511.DCE,I1511,铁矿石1511,20141117,20151113,DCE +510,RR2310.DCE,RR2310,粳米2310,20221024,20231020,DCE +511,M0103.DCE,M0103,豆粕0103,20000717,20010314,DCE +512,J1704.DCE,J1704,焦炭1704,20160418,20170418,DCE +513,FB2401.DCE,FB2401,纤维板2401,20230117,20240115,DCE +514,JD1804.DCE,JD1804,鸡蛋1804,20170426,20180424,DCE +515,M0805.DCE,M0805,豆粕0805,20070522,20080516,DCE +516,B1607.DCE,B1607,豆二1607,20150715,20160714,DCE +517,JD2504.DCE,JD2504,鸡蛋2504,20240426,20250425,DCE +518,JM1505.DCE,JM1505,焦煤1505,20140519,20150515,DCE +519,PP1502.DCE,PP1502,聚丙烯1502,20140228,20150213,DCE +520,JD1602.DCE,JD1602,鸡蛋1602,20150216,20160219,DCE +521,V1008.DCE,V1008,PVC1008,20090817,20100813,DCE +522,M0609.DCE,M0609,豆粕0609,20050915,20060914,DCE +523,V1201.DCE,V1201,PVC1201,20110118,20120117,DCE +524,L1001.DCE,L1001,塑料1001,20090119,20100115,DCE +525,V1009.DCE,V1009,PVC1009,20090915,20100914,DCE +526,V2501.DCE,V2501,PVC2501,20240116,20250115,DCE +527,I1505.DCE,I1505,铁矿石1505,20140519,20150515,DCE +528,PG2212.DCE,PG2212,LPG2212,20211229,20221227,DCE +529,FB1410.DCE,FB1410,纤维板1410,20131206,20141021,DCE +530,V1607.DCE,V1607,PVC1607,20150715,20160714,DCE +531,L1410.DCE,L1410,塑料1410,20131022,20141021,DCE +532,I2301.DCE,I2301,铁矿石2301,20220118,20230116,DCE +533,A1011.DCE,A1011,豆一1011,20090518,20101112,DCE +534,Y2508.DCE,Y2508,豆油2508,20240815,20250814,DCE +535,JD2405.DCE,JD2405,鸡蛋2405,20230529,20240528,DCE +536,M2308.DCE,M2308,豆粕2308,20220815,20230814,DCE +537,L2507.DCE,L2507,塑料2507,20240715,20250714,DCE +538,PP1411.DCE,PP1411,聚丙烯1411,20140228,20141114,DCE +539,FB1505.DCE,FB1505,纤维板1505,20140519,20150515,DCE +540,JM1708.DCE,JM1708,焦煤1708,20160815,20170814,DCE +541,P1110.DCE,P1110,棕榈油1110,20101022,20111021,DCE +542,L1703.DCE,L1703,塑料1703,20160315,20170314,DCE +543,J1606.DCE,J1606,焦炭1606,20150615,20160616,DCE +544,M1305.DCE,M1305,豆粕1305,20120516,20130515,DCE +545,L2502.DCE,L2502,塑料2502,20240223,20250224,DCE +546,V1004.DCE,V1004,PVC1004,20090525,20100415,DCE +547,V1712.DCE,V1712,PVC1712,20161215,20171214,DCE +548,EB2106.DCE,EB2106,苯乙烯2106,20200624,20210625,DCE +549,EG2106.DCE,EG2106,乙二醇2106,20200624,20210625,DCE +550,JD2106.DCE,JD2106,鸡蛋2106,20200624,20210625,DCE +551,PG2106.DCE,PG2106,LPG2106,20200624,20210625,DCE +552,C0509.DCE,C0509,玉米0509,20040922,20050914,DCE +553,A1001.DCE,A1001,豆一1001,20080715,20100115,DCE +554,L1204.DCE,L1204,塑料1204,20110419,20120418,DCE +555,V1011.DCE,V1011,PVC1011,20091116,20101112,DCE +556,V1403.DCE,V1403,PVC1403,20130315,20140314,DCE +557,L2211.DCE,L2211,塑料2211,20211115,20221114,DCE +558,Y0612.DCE,Y0612,豆油0612,20060315,20061214,DCE +559,JM1402.DCE,JM1402,焦煤1402,20130322,20140220,DCE +560,L0805.DCE,L0805,塑料0805,20070731,20080516,DCE +561,M1208.DCE,M1208,豆粕1208,20110815,20120814,DCE +562,BB2302.DCE,BB2302,胶合板2302,20220221,20230214,DCE +563,V2211.DCE,V2211,PVC2211,20211115,20221114,DCE +564,A1703.DCE,A1703,豆一1703,20150917,20170314,DCE +565,A0505.DCE,A0505,豆一0505,20031117,20050520,DCE +566,FB2408.DCE,FB2408,纤维板2408,20230815,20240814,DCE +567,M2511.DCE,M2511,豆粕2511,20241115,20251114,DCE +568,B0601.DCE,B0601,豆二0601,20041222,20060117,DCE +569,LH2209.DCE,LH2209,生猪2209,20210928,20220927,DCE +570,C2407.DCE,C2407,玉米2407,20230717,20240712,DCE +571,CS1503.DCE,CS1503,玉米淀粉1503,20141219,20150313,DCE +572,EB2507.DCE,EB2507,苯乙烯2507,20240729,20250728,DCE +573,A1701.DCE,A1701,豆一1701,20150715,20170116,DCE +574,J2503.DCE,J2503,焦炭2503,20240315,20250314,DCE +575,P1008.DCE,P1008,棕榈油1008,20090817,20100813,DCE +576,JM1311.DCE,JM1311,焦煤1311,20130322,20131114,DCE +577,I2402.DCE,I2402,铁矿石2402,20230215,20240222,DCE +578,JD2502.DCE,JD2502,鸡蛋2502,20240227,20250225,DCE +579,I1412.DCE,I1412,铁矿石1412,20131216,20141212,DCE +580,L1302.DCE,L1302,塑料1302,20120215,20130221,DCE +581,M1112.DCE,M1112,豆粕1112,20101215,20111214,DCE +582,RR2411.DCE,RR2411,粳米2411,20231115,20241114,DCE +583,M1605.DCE,M1605,豆粕1605,20150518,20160516,DCE +584,Y2403.DCE,Y2403,豆油2403,20230315,20240314,DCE +585,L0910.DCE,L0910,塑料0910,20081020,20091022,DCE +586,J2312.DCE,J2312,焦炭2312,20221215,20231214,DCE +587,V1502.DCE,V1502,PVC1502,20140221,20150213,DCE +588,EB2202.DCE,EB2202,苯乙烯2202,20210224,20220223,DCE +589,EG2202.DCE,EG2202,乙二醇2202,20210224,20220223,DCE +590,JD2202.DCE,JD2202,鸡蛋2202,20210224,20220223,DCE +591,PG2202.DCE,PG2202,LPG2202,20210224,20220223,DCE +592,L2312.DCE,L2312,塑料2312,20221215,20231214,DCE +593,EG2108.DCE,EG2108,乙二醇2108,20200827,20210826,DCE +594,A1203.DCE,A1203,豆一1203,20100915,20120314,DCE +595,Y1201.DCE,Y1201,豆油1201,20110118,20120117,DCE +596,PP2408.DCE,PP2408,聚丙烯2408,20230815,20240814,DCE +597,JM2403.DCE,JM2403,焦煤2403,20230315,20240314,DCE +598,M0611.DCE,M0611,豆粕0611,20051115,20061114,DCE +599,PG2403.DCE,PG2403,LPG2403,20230329,20240326,DCE +600,EG2312.DCE,EG2312,乙二醇2312,20221228,20231226,DCE +601,JD1611.DCE,JD1611,鸡蛋1611,20151116,20161114,DCE +602,I2509.DCE,I2509,铁矿石2509,20240918,20250912,DCE +603,Y2309.DCE,Y2309,豆油2309,20220916,20230914,DCE +604,J1111.DCE,J1111,焦炭1111,20110415,20111114,DCE +605,A1907.DCE,A1907,豆一1907,20180116,20190712,DCE +606,B1901.DCE,B1901,豆二1901,20180116,20190115,DCE +607,BB1901.DCE,BB1901,胶合板1901,20180116,20190115,DCE +608,C1901.DCE,C1901,玉米1901,20180116,20190115,DCE +609,CS1901.DCE,CS1901,玉米淀粉1901,20180116,20190115,DCE +610,FB1901.DCE,FB1901,纤维板1901,20180116,20190115,DCE +611,I1901.DCE,I1901,铁矿石1901,20180116,20190115,DCE +612,J1901.DCE,J1901,焦炭1901,20180116,20190115,DCE +613,JM1901.DCE,JM1901,焦煤1901,20180116,20190115,DCE +614,L1901.DCE,L1901,塑料1901,20180116,20190115,DCE +615,M1901.DCE,M1901,豆粕1901,20180116,20190115,DCE +616,P1901.DCE,P1901,棕榈油1901,20180116,20190115,DCE +617,PP1901.DCE,PP1901,聚丙烯1901,20180116,20190115,DCE +618,V1901.DCE,V1901,PVC1901,20180116,20190115,DCE +619,Y1901.DCE,Y1901,豆油1901,20180116,20190115,DCE +620,PP1511.DCE,PP1511,聚丙烯1511,20141117,20151113,DCE +621,L1109.DCE,L1109,塑料1109,20100915,20110915,DCE +622,CS1605.DCE,CS1605,玉米淀粉1605,20150518,20160516,DCE +623,I1503.DCE,I1503,铁矿石1503,20140317,20150313,DCE +624,L1407.DCE,L1407,塑料1407,20130715,20140714,DCE +625,M1101.DCE,M1101,豆粕1101,20100118,20110117,DCE +626,PP1710.DCE,PP1710,聚丙烯1710,20161024,20171020,DCE +627,BB1407.DCE,BB1407,胶合板1407,20131206,20140714,DCE +628,EB2107.DCE,EB2107,苯乙烯2107,20200729,20210727,DCE +629,EG2107.DCE,EG2107,乙二醇2107,20200729,20210727,DCE +630,JD2107.DCE,JD2107,鸡蛋2107,20200729,20210727,DCE +631,PG2107.DCE,PG2107,LPG2107,20200729,20210727,DCE +632,J1706.DCE,J1706,焦炭1706,20160617,20170614,DCE +633,Y2501.DCE,Y2501,豆油2501,20240116,20250115,DCE +634,FB1406.DCE,FB1406,纤维板1406,20131206,20140616,DCE +635,RR2309.DCE,RR2309,粳米2309,20220916,20230914,DCE +636,V1005.DCE,V1005,PVC1005,20090525,20100517,DCE +637,J1602.DCE,J1602,焦炭1602,20150216,20160219,DCE +638,I1508.DCE,I1508,铁矿石1508,20140815,20150814,DCE +639,B1203.DCE,B1203,豆二1203,20110315,20120314,DCE +640,CS1709.DCE,CS1709,玉米淀粉1709,20160919,20170914,DCE +641,C1701.DCE,C1701,玉米1701,20160118,20170116,DCE +642,BB1505.DCE,BB1505,胶合板1505,20140519,20150515,DCE +643,PG2406.DCE,PG2406,LPG2406,20230628,20240625,DCE +644,M0508.DCE,M0508,豆粕0508,20040816,20050812,DCE +645,P1511.DCE,P1511,棕榈油1511,20141117,20151113,DCE +646,A1211.DCE,A1211,豆一1211,20110517,20121114,DCE +647,Y1507.DCE,Y1507,豆油1507,20140715,20150714,DCE +648,FB1503.DCE,FB1503,纤维板1503,20140317,20150313,DCE +649,J1507.DCE,J1507,焦炭1507,20140715,20150714,DCE +650,PP1501.DCE,PP1501,聚丙烯1501,20140228,20150116,DCE +651,PP2311.DCE,PP2311,聚丙烯2311,20221115,20231114,DCE +652,L2306.DCE,L2306,塑料2306,20220616,20230614,DCE +653,M0808.DCE,M0808,豆粕0808,20070815,20080814,DCE +654,B1701.DCE,B1701,豆二1701,20160118,20170116,DCE +655,V1209.DCE,V1209,PVC1209,20110916,20120914,DCE +656,P1704.DCE,P1704,棕榈油1704,20160418,20170418,DCE +657,EG2309.DCE,EG2309,乙二醇2309,20220928,20230925,DCE +658,C1011.DCE,C1011,玉米1011,20091116,20101112,DCE +659,L1210.DCE,L1210,塑料1210,20111024,20121019,DCE +660,A0305.DCE,A0305,豆一0305,20020315,20030523,DCE +661,L0804.DCE,L0804,塑料0804,20070731,20080415,DCE +662,BB2404.DCE,BB2404,胶合板2404,20230418,20240416,DCE +663,L2510.DCE,L2510,塑料2510,20241022,20251021,DCE +664,J1701.DCE,J1701,焦炭1701,20160118,20170116,DCE +665,A0807.DCE,A0807,豆一0807,20070118,20080714,DCE +666,FB2510.DCE,FB2510,纤维板2510,20241022,20251021,DCE +667,CS2505.DCE,CS2505,玉米淀粉2505,20240520,20250519,DCE +668,V1601.DCE,V1601,PVC1601,20150119,20160115,DCE +669,V1112.DCE,V1112,PVC1112,20101215,20111214,DCE +670,M0503.DCE,M0503,豆粕0503,20040315,20050314,DCE +671,I1502.DCE,I1502,铁矿石1502,20140221,20150213,DCE +672,V2410.DCE,V2410,PVC2410,20231023,20241021,DCE +673,EB2304.DCE,EB2304,苯乙烯2304,20220427,20230425,DCE +674,JD2509.DCE,JD2509,鸡蛋2509,20240926,20250925,DCE +675,EG2502.DCE,EG2502,乙二醇2502,20240227,20250225,DCE +676,JD2309.DCE,JD2309,鸡蛋2309,20220928,20230925,DCE +677,EB2411.DCE,EB2411,苯乙烯2411,20231128,20241126,DCE +678,BB2310.DCE,BB2310,胶合板2310,20221024,20231020,DCE +679,C1707.DCE,C1707,玉米1707,20160715,20170714,DCE +680,FB1702.DCE,FB1702,纤维板1702,20160222,20170216,DCE +681,FB2309.DCE,FB2309,纤维板2309,20220916,20230914,DCE +682,P1407.DCE,P1407,棕榈油1407,20130715,20140714,DCE +683,P2306.DCE,P2306,棕榈油2306,20220616,20230614,DCE +684,B1001.DCE,B1001,豆二1001,20090119,20100115,DCE +685,A0403.DCE,A0403,豆一0403,20020916,20040312,DCE +686,EB2208.DCE,EB2208,苯乙烯2208,20210827,20220826,DCE +687,EG2208.DCE,EG2208,乙二醇2208,20210827,20220826,DCE +688,JD2208.DCE,JD2208,鸡蛋2208,20210827,20220826,DCE +689,PG2208.DCE,PG2208,LPG2208,20210827,20220826,DCE +690,I1601.DCE,I1601,铁矿石1601,20150119,20160115,DCE +691,FB1411.DCE,FB1411,纤维板1411,20131206,20141114,DCE +692,Y1312.DCE,Y1312,豆油1312,20121217,20131213,DCE +693,C0601.DCE,C0601,玉米0601,20050118,20060117,DCE +694,RR2010.DCE,RR2010,粳米2010,20191022,20201022,DCE +695,V1512.DCE,V1512,PVC1512,20141215,20151214,DCE +696,BB1409.DCE,BB1409,胶合板1409,20131206,20140915,DCE +697,V1711.DCE,V1711,PVC1711,20161115,20171114,DCE +698,P1411.DCE,P1411,棕榈油1411,20131115,20141114,DCE +699,V2401.DCE,V2401,PVC2401,20230117,20240115,DCE +700,C1205.DCE,C1205,玉米1205,20110517,20120515,DCE +701,LH2301.DCE,LH2301,生猪2301,20220126,20230119,DCE +702,J2507.DCE,J2507,焦炭2507,20240715,20250714,DCE +703,C1609.DCE,C1609,玉米1609,20150917,20160914,DCE +704,B2307.DCE,B2307,豆二2307,20220715,20230714,DCE +705,I2502.DCE,I2502,铁矿石2502,20240223,20250224,DCE +706,A9901.DCE,A9901,豆一9901,19990104,19990115,DCE +707,I2501.DCE,I2501,铁矿石2501,20240116,20250115,DCE +708,B0901.DCE,B0901,豆二0901,20080116,20090116,DCE +709,P2310.DCE,P2310,棕榈油2310,20221024,20231020,DCE +710,B1902.DCE,B1902,豆二1902,20180222,20190221,DCE +711,BB1902.DCE,BB1902,胶合板1902,20180222,20190221,DCE +712,FB1902.DCE,FB1902,纤维板1902,20180222,20190221,DCE +713,I1902.DCE,I1902,铁矿石1902,20180222,20190221,DCE +714,J1902.DCE,J1902,焦炭1902,20180222,20190221,DCE +715,JM1902.DCE,JM1902,焦煤1902,20180222,20190221,DCE +716,L1902.DCE,L1902,塑料1902,20180222,20190221,DCE +717,P1902.DCE,P1902,棕榈油1902,20180222,20190221,DCE +718,PP1902.DCE,PP1902,聚丙烯1902,20180222,20190221,DCE +719,V1902.DCE,V1902,PVC1902,20180222,20190221,DCE +720,L2301.DCE,L2301,塑料2301,20220118,20230116,DCE +721,P0808.DCE,P0808,棕榈油0808,20071029,20080814,DCE +722,A2303.DCE,A2303,豆一2303,20220315,20230314,DCE +723,M0905.DCE,M0905,豆粕0905,20080519,20090515,DCE +724,EB2209.DCE,EB2209,苯乙烯2209,20210928,20220927,DCE +725,FB1412.DCE,FB1412,纤维板1412,20131216,20141212,DCE +726,J1411.DCE,J1411,焦炭1411,20131115,20141114,DCE +727,P0912.DCE,P0912,棕榈油0912,20081215,20091214,DCE +728,A0407.DCE,A0407,豆一0407,20030116,20040714,DCE +729,I1403.DCE,I1403,铁矿石1403,20131018,20140314,DCE +730,EB2506.DCE,EB2506,苯乙烯2506,20240626,20250625,DCE +731,A0601.DCE,A0601,豆一0601,20040715,20060117,DCE +732,I2111.DCE,I2111,铁矿石2111,20201116,20211112,DCE +733,V2111.DCE,V2111,PVC2111,20201116,20211112,DCE +734,PP2111.DCE,PP2111,聚丙烯2111,20201116,20211112,DCE +735,P2111.DCE,P2111,棕榈油2111,20201116,20211112,DCE +736,L2111.DCE,L2111,塑料2111,20201116,20211112,DCE +737,JM2111.DCE,JM2111,焦煤2111,20201116,20211112,DCE +738,J2111.DCE,J2111,焦炭2111,20201116,20211112,DCE +739,B2111.DCE,B2111,豆二2111,20201116,20211112,DCE +740,BB2111.DCE,BB2111,胶合板2111,20201116,20211112,DCE +741,RR2111.DCE,RR2111,粳米2111,20201116,20211112,DCE +742,FB2111.DCE,FB2111,纤维板2111,20201116,20211112,DCE +743,M2111.DCE,M2111,豆粕2111,20201116,20211112,DCE +744,Y2111.DCE,Y2111,豆油2111,20201116,20211112,DCE +745,A2111.DCE,A2111,豆一2111,20201116,20211112,DCE +746,C2111.DCE,C2111,玉米2111,20201116,20211112,DCE +747,CS2111.DCE,CS2111,玉米淀粉2111,20201116,20211112,DCE +748,L1308.DCE,L1308,塑料1308,20120815,20130814,DCE +749,PP1603.DCE,PP1603,聚丙烯1603,20150316,20160314,DCE +750,FB1710.DCE,FB1710,纤维板1710,20161024,20171020,DCE +751,FB2508.DCE,FB2508,纤维板2508,20240815,20250814,DCE +752,L1301.DCE,L1301,塑料1301,20120118,20130117,DCE +753,V1604.DCE,V1604,PVC1604,20150416,20160415,DCE +754,P1107.DCE,P1107,棕榈油1107,20100715,20110714,DCE +755,EB2405.DCE,EB2405,苯乙烯2405,20230529,20240528,DCE +756,PP2407.DCE,PP2407,聚丙烯2407,20230717,20240712,DCE +757,J1405.DCE,J1405,焦炭1405,20130516,20140516,DCE +758,BB2503.DCE,BB2503,胶合板2503,20240315,20250314,DCE +759,JM2311.DCE,JM2311,焦煤2311,20221115,20231114,DCE +760,Y0712.DCE,Y0712,豆油0712,20061215,20071214,DCE +761,M0011.DCE,M0011,豆粕0011,20000717,20001114,DCE +762,EB2412.DCE,EB2412,苯乙烯2412,20231227,20241226,DCE +763,FB2509.DCE,FB2509,纤维板2509,20240918,20250912,DCE +764,P2303.DCE,P2303,棕榈油2303,20220315,20230314,DCE +765,I1705.DCE,I1705,铁矿石1705,20160517,20170515,DCE +766,PG2505.DCE,PG2505,LPG2505,20240529,20250527,DCE +767,V2511.DCE,V2511,PVC2511,20241115,20251114,DCE +768,B1805.DCE,B1805,豆二1805,20170531,20180515,DCE +769,L0906.DCE,L0906,塑料0906,20080617,20090612,DCE +770,PG2411.DCE,PG2411,LPG2411,20231128,20241126,DCE +771,PP1712.DCE,PP1712,聚丙烯1712,20161215,20171214,DCE +772,M1601.DCE,M1601,豆粕1601,20150119,20160115,DCE +773,CS2511.DCE,CS2511,玉米淀粉2511,20241115,20251114,DCE +774,PG2306.DCE,PG2306,LPG2306,20220628,20230627,DCE +775,JD1612.DCE,JD1612,鸡蛋1612,20151215,20161214,DCE +776,A1811.DCE,A1811,豆一1811,20170516,20181114,DCE +777,BB1805.DCE,BB1805,胶合板1805,20170516,20180515,DCE +778,C1805.DCE,C1805,玉米1805,20170516,20180515,DCE +779,CS1805.DCE,CS1805,玉米淀粉1805,20170516,20180515,DCE +780,FB1805.DCE,FB1805,纤维板1805,20170516,20180515,DCE +781,I1805.DCE,I1805,铁矿石1805,20170516,20180515,DCE +782,J1805.DCE,J1805,焦炭1805,20170516,20180515,DCE +783,JM1805.DCE,JM1805,焦煤1805,20170516,20180515,DCE +784,L1805.DCE,L1805,塑料1805,20170516,20180515,DCE +785,M1805.DCE,M1805,豆粕1805,20170516,20180515,DCE +786,P1805.DCE,P1805,棕榈油1805,20170516,20180515,DCE +787,PP1805.DCE,PP1805,聚丙烯1805,20170516,20180515,DCE +788,V1805.DCE,V1805,PVC1805,20170516,20180515,DCE +789,Y1805.DCE,Y1805,豆油1805,20170516,20180515,DCE +790,L1604.DCE,L1604,塑料1604,20150416,20160415,DCE +791,JM1612.DCE,JM1612,焦煤1612,20151215,20161214,DCE +792,V2405.DCE,V2405,PVC2405,20230518,20240517,DCE +793,L2505.DCE,L2505,塑料2505,20240520,20250519,DCE +794,EG2407.DCE,EG2407,乙二醇2407,20230727,20240726,DCE +795,JM2405.DCE,JM2405,焦煤2405,20230518,20240517,DCE +796,JM2210.DCE,JM2210,焦煤2210,20211022,20221021,DCE +797,EB2011.DCE,EB2011,苯乙烯2011,20191127,20201125,DCE +798,I2307.DCE,I2307,铁矿石2307,20220715,20230714,DCE +799,L1002.DCE,L1002,塑料1002,20090216,20100212,DCE +800,C1311.DCE,C1311,玉米1311,20121115,20131114,DCE +801,B1503.DCE,B1503,豆二1503,20140317,20150313,DCE +802,I1408.DCE,I1408,铁矿石1408,20131018,20140814,DCE +803,L1712.DCE,L1712,塑料1712,20161215,20171214,DCE +804,PP2404.DCE,PP2404,聚丙烯2404,20230418,20240416,DCE +805,B1005.DCE,B1005,豆二1005,20090518,20100517,DCE +806,JM2306.DCE,JM2306,焦煤2306,20220616,20230614,DCE +807,B0509.DCE,B0509,豆二0509,20041222,20050914,DCE +808,EG2509.DCE,EG2509,乙二醇2509,20240926,20250925,DCE +809,B1009.DCE,B1009,豆二1009,20090915,20100914,DCE +810,B0701.DCE,B0701,豆二0701,20060118,20070117,DCE +811,BB1611.DCE,BB1611,胶合板1611,20151116,20161114,DCE +812,A0609.DCE,A0609,豆一0609,20050315,20060914,DCE +813,L0806.DCE,L0806,塑料0806,20070731,20080616,DCE +814,J1210.DCE,J1210,焦炭1210,20111024,20121019,DCE +815,P1401.DCE,P1401,棕榈油1401,20130118,20140115,DCE +816,B2212.DCE,B2212,豆二2212,20211215,20221214,DCE +817,L1205.DCE,L1205,塑料1205,20110517,20120515,DCE +818,CS2211.DCE,CS2211,玉米淀粉2211,20211115,20221114,DCE +819,M1508.DCE,M1508,豆粕1508,20140815,20150814,DCE +820,L1207.DCE,L1207,塑料1207,20110715,20120713,DCE +821,P1011.DCE,P1011,棕榈油1011,20091116,20101112,DCE +822,FB1605.DCE,FB1605,纤维板1605,20150518,20160516,DCE +823,P1608.DCE,P1608,棕榈油1608,20150817,20160812,DCE +824,A1101.DCE,A1101,豆一1101,20090715,20110117,DCE +825,JD1601.DCE,JD1601,鸡蛋1601,20150119,20160115,DCE +826,JM1312.DCE,JM1312,焦煤1312,20130322,20131213,DCE +827,CS2311.DCE,CS2311,玉米淀粉2311,20221115,20231114,DCE +828,B0607.DCE,B0607,豆二0607,20050715,20060714,DCE +829,V1107.DCE,V1107,PVC1107,20100715,20110714,DCE +830,J1510.DCE,J1510,焦炭1510,20141022,20151021,DCE +831,A2407.DCE,A2407,豆一2407,20230717,20240712,DCE +832,A1507.DCE,A1507,豆一1507,20140116,20150714,DCE +833,M1703.DCE,M1703,豆粕1703,20160315,20170314,DCE +834,V1104.DCE,V1104,PVC1104,20100416,20110418,DCE +835,JM1702.DCE,JM1702,焦煤1702,20160222,20170216,DCE +836,EG2401.DCE,EG2401,乙二醇2401,20230120,20240126,DCE +837,BB1410.DCE,BB1410,胶合板1410,20131206,20141021,DCE +838,JD2305.DCE,JD2305,鸡蛋2305,20220527,20230526,DCE +839,BB1503.DCE,BB1503,胶合板1503,20140317,20150313,DCE +840,A0211.DCE,A0211,豆一0211,20011115,20021114,DCE +841,I2508.DCE,I2508,铁矿石2508,20240815,20250814,DCE +842,L2404.DCE,L2404,塑料2404,20230418,20240416,DCE +843,A0303.DCE,A0303,豆一0303,20020315,20030314,DCE +844,PP1709.DCE,PP1709,聚丙烯1709,20160919,20170914,DCE +845,FB1607.DCE,FB1607,纤维板1607,20150715,20160714,DCE +846,M0809.DCE,M0809,豆粕0809,20070917,20080912,DCE +847,EG2503.DCE,EG2503,乙二醇2503,20240327,20250326,DCE +848,P2301.DCE,P2301,棕榈油2301,20220118,20230116,DCE +849,A2403.DCE,A2403,豆一2403,20230315,20240314,DCE +850,FB2502.DCE,FB2502,纤维板2502,20240223,20250224,DCE +851,J1504.DCE,J1504,焦炭1504,20140416,20150415,DCE +852,FB1408.DCE,FB1408,纤维板1408,20131206,20140814,DCE +853,C0903.DCE,C0903,玉米0903,20080317,20090313,DCE +854,PP1405.DCE,PP1405,聚丙烯1405,20140228,20140516,DCE +855,Y0812.DCE,Y0812,豆油0812,20071217,20081212,DCE +856,Y1503.DCE,Y1503,豆油1503,20140317,20150313,DCE +857,P2407.DCE,P2407,棕榈油2407,20230717,20240712,DCE +858,EB2108.DCE,EB2108,苯乙烯2108,20200827,20210826,DCE +859,JD2108.DCE,JD2108,鸡蛋2108,20200827,20210826,DCE +860,PG2108.DCE,PG2108,LPG2108,20200827,20210826,DCE +861,L2307.DCE,L2307,塑料2307,20220715,20230714,DCE +862,A2003.DCE,A2003,豆一2003,20190315,20200313,DCE +863,B2003.DCE,B2003,豆二2003,20190315,20200313,DCE +864,BB2003.DCE,BB2003,胶合板2003,20190315,20200313,DCE +865,C2003.DCE,C2003,玉米2003,20190315,20200313,DCE +866,CS2003.DCE,CS2003,玉米淀粉2003,20190315,20200313,DCE +867,FB2003.DCE,FB2003,纤维板2003,20190315,20200313,DCE +868,I2003.DCE,I2003,铁矿石2003,20190315,20200313,DCE +869,J2003.DCE,J2003,焦炭2003,20190315,20200313,DCE +870,JM2003.DCE,JM2003,焦煤2003,20190315,20200313,DCE +871,L2003.DCE,L2003,塑料2003,20190315,20200313,DCE +872,M2003.DCE,M2003,豆粕2003,20190315,20200313,DCE +873,P2003.DCE,P2003,棕榈油2003,20190315,20200313,DCE +874,PP2003.DCE,PP2003,聚丙烯2003,20190315,20200313,DCE +875,V2003.DCE,V2003,PVC2003,20190315,20200313,DCE +876,Y2003.DCE,Y2003,豆油2003,20190315,20200313,DCE +877,J2301.DCE,J2301,焦炭2301,20220118,20230116,DCE +878,Y1103.DCE,Y1103,豆油1103,20100315,20110314,DCE +879,M2405.DCE,M2405,豆粕2405,20230518,20240517,DCE +880,EG2507.DCE,EG2507,乙二醇2507,20240729,20250728,DCE +881,PP2506.DCE,PP2506,聚丙烯2506,20240618,20250617,DCE +882,EG2311.DCE,EG2311,乙二醇2311,20221128,20231127,DCE +883,P2309.DCE,P2309,棕榈油2309,20220916,20230914,DCE +884,CS2403.DCE,CS2403,玉米淀粉2403,20230315,20240314,DCE +885,M1507.DCE,M1507,豆粕1507,20140715,20150714,DCE +886,L1603.DCE,L1603,塑料1603,20150316,20160314,DCE +887,C0801.DCE,C0801,玉米0801,20070118,20080115,DCE +888,P0901.DCE,P0901,棕榈油0901,20080116,20090116,DCE +889,A9907.DCE,A9907,豆一9907,19990104,19990714,DCE +890,Y1409.DCE,Y1409,豆油1409,20130916,20140915,DCE +891,J2211.DCE,J2211,焦炭2211,20211115,20221114,DCE +892,BB1709.DCE,BB1709,胶合板1709,20160919,20170914,DCE +893,L1203.DCE,L1203,塑料1203,20110315,20120314,DCE +894,EG2404.DCE,EG2404,乙二醇2404,20230426,20240425,DCE +895,JD1609.DCE,JD1609,鸡蛋1609,20150917,20160914,DCE +896,EB2406.DCE,EB2406,苯乙烯2406,20230628,20240625,DCE +897,FB1712.DCE,FB1712,纤维板1712,20161215,20171214,DCE +898,PG2506.DCE,PG2506,LPG2506,20240626,20250625,DCE +899,M2503.DCE,M2503,豆粕2503,20240315,20250314,DCE +900,J2502.DCE,J2502,焦炭2502,20240223,20250224,DCE +901,L1501.DCE,L1501,塑料1501,20140116,20150116,DCE +902,A1511.DCE,A1511,豆一1511,20140519,20151113,DCE +903,L2310.DCE,L2310,塑料2310,20221024,20231020,DCE +904,BB2504.DCE,BB2504,胶合板2504,20240417,20250415,DCE +905,I1608.DCE,I1608,铁矿石1608,20150817,20160812,DCE +906,M1411.DCE,M1411,豆粕1411,20131115,20141114,DCE +907,C1009.DCE,C1009,玉米1009,20090915,20100914,DCE +908,P1205.DCE,P1205,棕榈油1205,20110517,20120515,DCE +909,I1512.DCE,I1512,铁矿石1512,20141215,20151214,DCE +910,EG2303.DCE,EG2303,乙二醇2303,20220329,20230328,DCE +911,A1303.DCE,A1303,豆一1303,20110916,20130314,DCE +912,L1112.DCE,L1112,塑料1112,20101215,20111214,DCE +913,L1601.DCE,L1601,塑料1601,20150119,20160115,DCE +914,P2404.DCE,P2404,棕榈油2404,20230418,20240416,DCE +915,L1510.DCE,L1510,塑料1510,20141022,20151021,DCE +916,Y2307.DCE,Y2307,豆油2307,20220715,20230714,DCE +917,FB2409.DCE,FB2409,纤维板2409,20230915,20240913,DCE +918,Y1309.DCE,Y1309,豆油1309,20120917,20130913,DCE +919,JD2311.DCE,JD2311,鸡蛋2311,20221128,20231127,DCE +920,P1108.DCE,P1108,棕榈油1108,20100816,20110812,DCE +921,RR2211.DCE,RR2211,粳米2211,20211115,20221114,DCE +922,J2401.DCE,J2401,焦炭2401,20230117,20240115,DCE +923,M0901.DCE,M0901,豆粕0901,20080116,20090116,DCE +924,J1204.DCE,J1204,焦炭1204,20110415,20120418,DCE +925,L0808.DCE,L0808,塑料0808,20070815,20080814,DCE +926,PP2312.DCE,PP2312,聚丙烯2312,20221215,20231214,DCE +927,B2511.DCE,B2511,豆二2511,20241115,20251114,DCE +928,BB2411.DCE,BB2411,胶合板2411,20231115,20241114,DCE +929,L2311.DCE,L2311,塑料2311,20221115,20231114,DCE +930,B2410.DCE,B2410,豆二2410,20231023,20241021,DCE +931,RR2410.DCE,RR2410,粳米2410,20231023,20241021,DCE +932,EG2104.DCE,EG2104,乙二醇2104,20200428,20210427,DCE +933,JD2104.DCE,JD2104,鸡蛋2104,20200428,20210427,DCE +934,EB2104.DCE,EB2104,苯乙烯2104,20200428,20210427,DCE +935,PG2104.DCE,PG2104,LPG2104,20200428,20210427,DCE +936,I1510.DCE,I1510,铁矿石1510,20141022,20151021,DCE +937,C2309.DCE,C2309,玉米2309,20220916,20230914,DCE +938,JM1704.DCE,JM1704,焦煤1704,20160418,20170418,DCE +939,M0205.DCE,M0205,豆粕0205,20010522,20020521,DCE +940,M1412.DCE,M1412,豆粕1412,20131216,20141212,DCE +941,FB1706.DCE,FB1706,纤维板1706,20160617,20170614,DCE +942,V1701.DCE,V1701,PVC1701,20160118,20170116,DCE +943,P2210.DCE,P2210,棕榈油2210,20211022,20221021,DCE +944,A1309.DCE,A1309,豆一1309,20120315,20130913,DCE +945,B2208.DCE,B2208,豆二2208,20210816,20220812,DCE +946,BB2208.DCE,BB2208,胶合板2208,20210816,20220812,DCE +947,FB2208.DCE,FB2208,纤维板2208,20210816,20220812,DCE +948,I2208.DCE,I2208,铁矿石2208,20210816,20220812,DCE +949,J2208.DCE,J2208,焦炭2208,20210816,20220812,DCE +950,JM2208.DCE,JM2208,焦煤2208,20210816,20220812,DCE +951,L2208.DCE,L2208,塑料2208,20210816,20220812,DCE +952,M2208.DCE,M2208,豆粕2208,20210816,20220812,DCE +953,P2208.DCE,P2208,棕榈油2208,20210816,20220812,DCE +954,PP2208.DCE,PP2208,聚丙烯2208,20210816,20220812,DCE +955,RR2208.DCE,RR2208,粳米2208,20210816,20220812,DCE +956,V2208.DCE,V2208,PVC2208,20210816,20220812,DCE +957,Y2208.DCE,Y2208,豆油2208,20210816,20220812,DCE +958,P0810.DCE,P0810,棕榈油0810,20071029,20081017,DCE +959,JM1412.DCE,JM1412,焦煤1412,20131216,20141212,DCE +960,PP1711.DCE,PP1711,聚丙烯1711,20161115,20171114,DCE +961,V1410.DCE,V1410,PVC1410,20131022,20141021,DCE +962,PP1701.DCE,PP1701,聚丙烯1701,20160118,20170116,DCE +963,J2504.DCE,J2504,焦炭2504,20240417,20250415,DCE +964,JD1511.DCE,JD1511,鸡蛋1511,20141117,20151113,DCE +965,JM2307.DCE,JM2307,焦煤2307,20220715,20230714,DCE +966,Y1405.DCE,Y1405,豆油1405,20130516,20140516,DCE +967,C0605.DCE,C0605,玉米0605,20050523,20060519,DCE +968,Y1211.DCE,Y1211,豆油1211,20111115,20121114,DCE +969,L1704.DCE,L1704,塑料1704,20160418,20170418,DCE +970,A0005.DCE,A0005,豆一0005,19990518,20000519,DCE +971,RR2510.DCE,RR2510,粳米2510,20241022,20251021,DCE +972,JM2510.DCE,JM2510,焦煤2510,20241022,20251021,DCE +973,A9903.DCE,A9903,豆一9903,19990104,19990312,DCE +974,PP1609.DCE,PP1609,聚丙烯1609,20150917,20160914,DCE +975,Y1608.DCE,Y1608,豆油1608,20150817,20160812,DCE +976,P1707.DCE,P1707,棕榈油1707,20160715,20170714,DCE +977,A1403.DCE,A1403,豆一1403,20120917,20140314,DCE +978,L1211.DCE,L1211,塑料1211,20111115,20121114,DCE +979,B1209.DCE,B1209,豆二1209,20110916,20120914,DCE +980,P1302.DCE,P1302,棕榈油1302,20120215,20130221,DCE +981,B2202.DCE,B2202,豆二2202,20210222,20220218,DCE +982,BB2202.DCE,BB2202,胶合板2202,20210222,20220218,DCE +983,FB2202.DCE,FB2202,纤维板2202,20210222,20220218,DCE +984,I2202.DCE,I2202,铁矿石2202,20210222,20220218,DCE +985,J2202.DCE,J2202,焦炭2202,20210222,20220218,DCE +986,JM2202.DCE,JM2202,焦煤2202,20210222,20220218,DCE +987,L2202.DCE,L2202,塑料2202,20210222,20220218,DCE +988,P2202.DCE,P2202,棕榈油2202,20210222,20220218,DCE +989,PP2202.DCE,PP2202,聚丙烯2202,20210222,20220218,DCE +990,RR2202.DCE,RR2202,粳米2202,20210222,20220218,DCE +991,V2202.DCE,V2202,PVC2202,20210222,20220218,DCE +992,B2504.DCE,B2504,豆二2504,20240417,20250415,DCE +993,J1310.DCE,J1310,焦炭1310,20121022,20131021,DCE +994,FB2412.DCE,FB2412,纤维板2412,20231215,20241213,DCE +995,I1611.DCE,I1611,铁矿石1611,20151116,20161114,DCE +996,BB1610.DCE,BB1610,胶合板1610,20151022,20161021,DCE +997,V2510.DCE,V2510,PVC2510,20241022,20251021,DCE +998,J1506.DCE,J1506,焦炭1506,20140617,20150612,DCE +999,B2104.DCE,B2104,豆二2104,20200416,20210415,DCE +1000,BB2104.DCE,BB2104,胶合板2104,20200416,20210415,DCE +1001,FB2104.DCE,FB2104,纤维板2104,20200416,20210415,DCE +1002,I2104.DCE,I2104,铁矿石2104,20200416,20210415,DCE +1003,J2104.DCE,J2104,焦炭2104,20200416,20210415,DCE +1004,JM2104.DCE,JM2104,焦煤2104,20200416,20210415,DCE +1005,L2104.DCE,L2104,塑料2104,20200416,20210415,DCE +1006,P2104.DCE,P2104,棕榈油2104,20200416,20210415,DCE +1007,PP2104.DCE,PP2104,聚丙烯2104,20200416,20210415,DCE +1008,V2104.DCE,V2104,PVC2104,20200416,20210415,DCE +1009,RR2104.DCE,RR2104,粳米2104,20200416,20210415,DCE +1010,P1307.DCE,P1307,棕榈油1307,20120716,20130712,DCE +1011,M2411.DCE,M2411,豆粕2411,20231115,20241114,DCE +1012,L1411.DCE,L1411,塑料1411,20131115,20141114,DCE +1013,M1609.DCE,M1609,豆粕1609,20150917,20160914,DCE +1014,JM2402.DCE,JM2402,焦煤2402,20230215,20240222,DCE +1015,PP1604.DCE,PP1604,聚丙烯1604,20150416,20160415,DCE +1016,L1101.DCE,L1101,塑料1101,20100118,20110117,DCE +1017,B1201.DCE,B1201,豆二1201,20110118,20120117,DCE +1018,RR2504.DCE,RR2504,粳米2504,20240417,20250415,DCE +1019,PG2507.DCE,PG2507,LPG2507,20240729,20250728,DCE +1020,Y1603.DCE,Y1603,豆油1603,20150316,20160314,DCE +1021,JD1706.DCE,JD1706,鸡蛋1706,20160617,20170627,DCE +1022,J2411.DCE,J2411,焦炭2411,20231115,20241114,DCE +1023,EG2409.DCE,EG2409,乙二醇2409,20230926,20240925,DCE +1024,M0308.DCE,M0308,豆粕0308,20030102,20030814,DCE +1025,I2409.DCE,I2409,铁矿石2409,20230915,20240913,DCE +1026,L2409.DCE,L2409,塑料2409,20230915,20240913,DCE +1027,FB1405.DCE,FB1405,纤维板1405,20131206,20140516,DCE +1028,P1701.DCE,P1701,棕榈油1701,20160118,20170116,DCE +1029,JM1602.DCE,JM1602,焦煤1602,20150216,20160219,DCE +1030,B2308.DCE,B2308,豆二2308,20220815,20230814,DCE +1031,P1301.DCE,P1301,棕榈油1301,20120118,20130117,DCE +1032,P2411.DCE,P2411,棕榈油2411,20231115,20241114,DCE +1033,B0611.DCE,B0611,豆二0611,20051115,20061114,DCE +1034,C1507.DCE,C1507,玉米1507,20140715,20150714,DCE +1035,EG2410.DCE,EG2410,乙二醇2410,20231027,20241028,DCE +1036,RR2401.DCE,RR2401,粳米2401,20230117,20240115,DCE +1037,L1705.DCE,L1705,塑料1705,20160517,20170515,DCE +1038,J2212.DCE,J2212,焦炭2212,20211215,20221214,DCE +1039,B2402.DCE,B2402,豆二2402,20230215,20240222,DCE +1040,FB2312.DCE,FB2312,纤维板2312,20221215,20231214,DCE +1041,B2303.DCE,B2303,豆二2303,20220315,20230314,DCE +1042,P1112.DCE,P1112,棕榈油1112,20101215,20111214,DCE +1043,A1503.DCE,A1503,豆一1503,20130916,20150313,DCE +1044,B1806.DCE,B1806,豆二1806,20170615,20180614,DCE +1045,BB1806.DCE,BB1806,胶合板1806,20170615,20180614,DCE +1046,FB1806.DCE,FB1806,纤维板1806,20170615,20180614,DCE +1047,I1806.DCE,I1806,铁矿石1806,20170615,20180614,DCE +1048,J1806.DCE,J1806,焦炭1806,20170615,20180614,DCE +1049,JM1806.DCE,JM1806,焦煤1806,20170615,20180614,DCE +1050,L1806.DCE,L1806,塑料1806,20170615,20180614,DCE +1051,P1806.DCE,P1806,棕榈油1806,20170615,20180614,DCE +1052,PP1806.DCE,PP1806,聚丙烯1806,20170615,20180614,DCE +1053,V1806.DCE,V1806,PVC1806,20170615,20180614,DCE +1054,A0411.DCE,A0411,豆一0411,20030526,20041112,DCE +1055,V2407.DCE,V2407,PVC2407,20230717,20240712,DCE +1056,J2402.DCE,J2402,焦炭2402,20230215,20240222,DCE +1057,P1708.DCE,P1708,棕榈油1708,20160815,20170814,DCE +1058,L1110.DCE,L1110,塑料1110,20101022,20111021,DCE +1059,L2406.DCE,L2406,塑料2406,20230615,20240617,DCE +1060,B1105.DCE,B1105,豆二1105,20100518,20110516,DCE +1061,L0810.DCE,L0810,塑料0810,20071022,20081017,DCE +1062,CS2303.DCE,CS2303,玉米淀粉2303,20220315,20230314,DCE +1063,M0201.DCE,M0201,豆粕0201,20010116,20020118,DCE +1064,RR2408.DCE,RR2408,粳米2408,20230815,20240814,DCE +1065,EB2312.DCE,EB2312,苯乙烯2312,20221228,20231226,DCE +1066,P1309.DCE,P1309,棕榈油1309,20120917,20130913,DCE +1067,M0605.DCE,M0605,豆粕0605,20050523,20060519,DCE +1068,BB2412.DCE,BB2412,胶合板2412,20231215,20241213,DCE +1069,J1408.DCE,J1408,焦炭1408,20130815,20140814,DCE +1070,FB1506.DCE,FB1506,纤维板1506,20140617,20150612,DCE +1071,Y1709.DCE,Y1709,豆油1709,20160919,20170914,DCE +1072,B2510.DCE,B2510,豆二2510,20241022,20251021,DCE +1073,EG2504.DCE,EG2504,乙二醇2504,20240426,20250425,DCE +1074,JD2408.DCE,JD2408,鸡蛋2408,20230829,20240827,DCE +1075,LH2509.DCE,LH2509,生猪2509,20240926,20250925,DCE +1076,FB2504.DCE,FB2504,纤维板2504,20240417,20250415,DCE +1077,M1405.DCE,M1405,豆粕1405,20130516,20140516,DCE +1078,PP2402.DCE,PP2402,聚丙烯2402,20230215,20240222,DCE +1079,B1505.DCE,B1505,豆二1505,20140519,20150515,DCE +1080,P2311.DCE,P2311,棕榈油2311,20221115,20231114,DCE +1081,EB2408.DCE,EB2408,苯乙烯2408,20230829,20240827,DCE +1082,L1405.DCE,L1405,塑料1405,20130516,20140516,DCE +1083,C2211.DCE,C2211,玉米2211,20211115,20221114,DCE +1084,V2402.DCE,V2402,PVC2402,20230215,20240222,DCE +1085,M0401.DCE,M0401,豆粕0401,20030116,20040115,DCE +1086,J1501.DCE,J1501,焦炭1501,20140116,20150116,DCE +1087,A2309.DCE,A2309,豆一2309,20220916,20230914,DCE +1088,FB2210.DCE,FB2210,纤维板2210,20211022,20221021,DCE +1089,B1405.DCE,B1405,豆二1405,20130516,20140516,DCE +1090,B1211.DCE,B1211,豆二1211,20111115,20121114,DCE +1091,I2306.DCE,I2306,铁矿石2306,20220616,20230614,DCE +1092,PP1610.DCE,PP1610,聚丙烯1610,20151022,20161021,DCE +1093,B1904.DCE,B1904,豆二1904,20180418,20190415,DCE +1094,P1408.DCE,P1408,棕榈油1408,20130815,20140814,DCE +1095,M2008.DCE,M2008,豆粕2008,20190815,20200814,DCE +1096,Y2008.DCE,Y2008,豆油2008,20190815,20200814,DCE +1097,FB2008.DCE,FB2008,纤维板2008,20190815,20200814,DCE +1098,BB2008.DCE,BB2008,胶合板2008,20190815,20200814,DCE +1099,I2008.DCE,I2008,铁矿石2008,20190815,20200814,DCE +1100,JM2008.DCE,JM2008,焦煤2008,20190815,20200814,DCE +1101,L2008.DCE,L2008,塑料2008,20190815,20200814,DCE +1102,P2008.DCE,P2008,棕榈油2008,20190815,20200814,DCE +1103,PP2008.DCE,PP2008,聚丙烯2008,20190815,20200814,DCE +1104,V2008.DCE,V2008,PVC2008,20190815,20200814,DCE +1105,B2008.DCE,B2008,豆二2008,20190815,20200814,DCE +1106,J2008.DCE,J2008,焦炭2008,20190815,20200814,DCE +1107,L0905.DCE,L0905,塑料0905,20080519,20090515,DCE +1108,J2309.DCE,J2309,焦炭2309,20220916,20230914,DCE +1109,RR2306.DCE,RR2306,粳米2306,20220616,20230614,DCE +1110,B0907.DCE,B0907,豆二0907,20080715,20090714,DCE +1111,V1511.DCE,V1511,PVC1511,20141117,20151113,DCE +1112,B1912.DCE,B1912,豆二1912,20181217,20191213,DCE +1113,BB1912.DCE,BB1912,胶合板1912,20181217,20191213,DCE +1114,FB1912.DCE,FB1912,纤维板1912,20181217,20191213,DCE +1115,I1912.DCE,I1912,铁矿石1912,20181217,20191213,DCE +1116,J1912.DCE,J1912,焦炭1912,20181217,20191213,DCE +1117,JM1912.DCE,JM1912,焦煤1912,20181217,20191213,DCE +1118,L1912.DCE,L1912,塑料1912,20181217,20191213,DCE +1119,M1912.DCE,M1912,豆粕1912,20181217,20191213,DCE +1120,P1912.DCE,P1912,棕榈油1912,20181217,20191213,DCE +1121,PP1912.DCE,PP1912,聚丙烯1912,20181217,20191213,DCE +1122,V1912.DCE,V1912,PVC1912,20181217,20191213,DCE +1123,Y1912.DCE,Y1912,豆油1912,20181217,20191213,DCE +1124,A0405.DCE,A0405,豆一0405,20021115,20040521,DCE +1125,LH2407.DCE,LH2407,生猪2407,20230727,20240726,DCE +1126,P1404.DCE,P1404,棕榈油1404,20130417,20140415,DCE +1127,JD1503.DCE,JD1503,鸡蛋1503,20140317,20150313,DCE +1128,A2401.DCE,A2401,豆一2401,20230117,20240115,DCE +1129,J1410.DCE,J1410,焦炭1410,20131022,20141021,DCE +1130,J1610.DCE,J1610,焦炭1610,20151022,20161021,DCE +1131,P1310.DCE,P1310,棕榈油1310,20121022,20131021,DCE +1132,Y0908.DCE,Y0908,豆油0908,20080815,20090814,DCE +1133,LH2311.DCE,LH2311,生猪2311,20221128,20231127,DCE +1134,JM2310.DCE,JM2310,焦煤2310,20221024,20231020,DCE +1135,M0409.DCE,M0409,豆粕0409,20030915,20040914,DCE +1136,JM1310.DCE,JM1310,焦煤1310,20130322,20131021,DCE +1137,PP2403.DCE,PP2403,聚丙烯2403,20230315,20240314,DCE +1138,BB1604.DCE,BB1604,胶合板1604,20150416,20160415,DCE +1139,PP1412.DCE,PP1412,聚丙烯1412,20140228,20141212,DCE +1140,PP1409.DCE,PP1409,聚丙烯1409,20140228,20140915,DCE +1141,BB2303.DCE,BB2303,胶合板2303,20220315,20230314,DCE +1142,JD1810.DCE,JD1810,鸡蛋1810,20171027,20181026,DCE +1143,FB1611.DCE,FB1611,纤维板1611,20151116,20161114,DCE +1144,P1306.DCE,P1306,棕榈油1306,20120615,20130619,DCE +1145,A1501.DCE,A1501,豆一1501,20130715,20150116,DCE +1146,P2409.DCE,P2409,棕榈油2409,20230915,20240913,DCE +1147,J1702.DCE,J1702,焦炭1702,20160222,20170216,DCE +1148,Y1307.DCE,Y1307,豆油1307,20120716,20130712,DCE +1149,P0902.DCE,P0902,棕榈油0902,20080222,20090213,DCE +1150,JM1603.DCE,JM1603,焦煤1603,20150316,20160314,DCE +1151,M0303.DCE,M0303,豆粕0303,20020315,20030314,DCE +1152,B2002.DCE,B2002,豆二2002,20190222,20200214,DCE +1153,BB2002.DCE,BB2002,胶合板2002,20190222,20200214,DCE +1154,FB2002.DCE,FB2002,纤维板2002,20190222,20200214,DCE +1155,I2002.DCE,I2002,铁矿石2002,20190222,20200214,DCE +1156,J2002.DCE,J2002,焦炭2002,20190222,20200214,DCE +1157,JM2002.DCE,JM2002,焦煤2002,20190222,20200214,DCE +1158,L2002.DCE,L2002,塑料2002,20190222,20200214,DCE +1159,P2002.DCE,P2002,棕榈油2002,20190222,20200214,DCE +1160,PP2002.DCE,PP2002,聚丙烯2002,20190222,20200214,DCE +1161,V2002.DCE,V2002,PVC2002,20190222,20200214,DCE +1162,BB1605.DCE,BB1605,胶合板1605,20150518,20160516,DCE +1163,J2310.DCE,J2310,焦炭2310,20221024,20231020,DCE +1164,JM1404.DCE,JM1404,焦煤1404,20130417,20140415,DCE +1165,A2501.DCE,A2501,豆一2501,20240116,20250115,DCE +1166,FB2410.DCE,FB2410,纤维板2410,20231023,20241021,DCE +1167,JM1504.DCE,JM1504,焦煤1504,20140416,20150415,DCE +1168,V2406.DCE,V2406,PVC2406,20230615,20240617,DCE +1169,FB1711.DCE,FB1711,纤维板1711,20161115,20171114,DCE +1170,A0103.DCE,A0103,豆一0103,20000315,20010314,DCE +1171,JD2412.DCE,JD2412,鸡蛋2412,20231227,20241226,DCE +1172,I2504.DCE,I2504,铁矿石2504,20240417,20250415,DCE +1173,A0201.DCE,A0201,豆一0201,20010116,20020118,DCE +1174,B1101.DCE,B1101,豆二1101,20100118,20110117,DCE +1175,JM1707.DCE,JM1707,焦煤1707,20160715,20170714,DCE +1176,Y1305.DCE,Y1305,豆油1305,20120516,20130515,DCE +1177,P1605.DCE,P1605,棕榈油1605,20150518,20160516,DCE +1178,L0812.DCE,L0812,塑料0812,20071217,20081212,DCE +1179,EG2210.DCE,EG2210,乙二醇2210,20211027,20221026,DCE +1180,A0001.DCE,A0001,豆一0001,19990118,20000118,DCE +1181,V1211.DCE,V1211,PVC1211,20111115,20121114,DCE +1182,B2010.DCE,B2010,豆二2010,20191022,20201022,DCE +1183,BB2010.DCE,BB2010,胶合板2010,20191022,20201022,DCE +1184,I2010.DCE,I2010,铁矿石2010,20191022,20201022,DCE +1185,J2010.DCE,J2010,焦炭2010,20191022,20201022,DCE +1186,JM2010.DCE,JM2010,焦煤2010,20191022,20201022,DCE +1187,L2010.DCE,L2010,塑料2010,20191022,20201022,DCE +1188,P2010.DCE,P2010,棕榈油2010,20191022,20201022,DCE +1189,PP2010.DCE,PP2010,聚丙烯2010,20191022,20201022,DCE +1190,V2010.DCE,V2010,PVC2010,20191022,20201022,DCE +1191,I2405.DCE,I2405,铁矿石2405,20230518,20240517,DCE +1192,C1403.DCE,C1403,玉米1403,20130315,20140314,DCE +1193,EB2508.DCE,EB2508,苯乙烯2508,20240828,20250826,DCE +1194,PP1605.DCE,PP1605,聚丙烯1605,20150518,20160516,DCE +1195,L0912.DCE,L0912,塑料0912,20081215,20091214,DCE +1196,FB1701.DCE,FB1701,纤维板1701,20160118,20170116,DCE +1197,EB2308.DCE,EB2308,苯乙烯2308,20220829,20230828,DCE +1198,CS2501.DCE,CS2501,玉米淀粉2501,20240116,20250115,DCE +1199,Y1007.DCE,Y1007,豆油1007,20090715,20100714,DCE +1200,L1303.DCE,L1303,塑料1303,20120315,20130314,DCE +1201,A0801.DCE,A0801,豆一0801,20060717,20080115,DCE +1202,Y0905.DCE,Y0905,豆油0905,20080519,20090515,DCE +1203,J1302.DCE,J1302,焦炭1302,20120215,20130221,DCE +1204,B2302.DCE,B2302,豆二2302,20220221,20230214,DCE +1205,V2409.DCE,V2409,PVC2409,20230915,20240913,DCE +1206,P1604.DCE,P1604,棕榈油1604,20150416,20160415,DCE +1207,J1109.DCE,J1109,焦炭1109,20110415,20110915,DCE +1208,Y0911.DCE,Y0911,豆油0911,20081117,20091113,DCE +1209,L1005.DCE,L1005,塑料1005,20090518,20100517,DCE +1210,M2212.DCE,M2212,豆粕2212,20211215,20221214,DCE +1211,L2503.DCE,L2503,塑料2503,20240315,20250314,DCE +1212,I1407.DCE,I1407,铁矿石1407,20131018,20140714,DCE +1213,C1709.DCE,C1709,玉米1709,20160919,20170914,DCE +1214,JM1501.DCE,JM1501,焦煤1501,20140116,20150116,DCE +1215,L2212.DCE,L2212,塑料2212,20211215,20221214,DCE +1216,B1707.DCE,B1707,豆二1707,20160715,20170714,DCE +1217,I1604.DCE,I1604,铁矿石1604,20150416,20160415,DCE +1218,B2501.DCE,B2501,豆二2501,20240116,20250115,DCE +1219,P1010.DCE,P1010,棕榈油1010,20091023,20101021,DCE +1220,EG2006.DCE,EG2006,乙二醇2006,20190626,20200623,DCE +1221,JD2006.DCE,JD2006,鸡蛋2006,20190626,20200623,DCE +1222,L1708.DCE,L1708,塑料1708,20160815,20170814,DCE +1223,PP1507.DCE,PP1507,聚丙烯1507,20140715,20150714,DCE +1224,BB2407.DCE,BB2407,胶合板2407,20230717,20240712,DCE +1225,P1610.DCE,P1610,棕榈油1610,20151022,20161021,DCE +1226,L1311.DCE,L1311,塑料1311,20121115,20131114,DCE +1227,L1502.DCE,L1502,塑料1502,20140221,20150213,DCE +1228,JM2212.DCE,JM2212,焦煤2212,20211215,20221214,DCE +1229,PP1510.DCE,PP1510,聚丙烯1510,20141022,20151021,DCE +1230,BB1412.DCE,BB1412,胶合板1412,20131216,20141212,DCE +1231,PP1611.DCE,PP1611,聚丙烯1611,20151116,20161114,DCE +1232,FB2010.DCE,FB2010,纤维板2010,20191202,20201022,DCE +1233,FB2011.DCE,FB2011,纤维板2011,20191202,20201113,DCE +1234,V0909.DCE,V0909,PVC0909,20090525,20090914,DCE +1235,A1807.DCE,A1807,豆一1807,20170117,20180713,DCE +1236,B1801.DCE,B1801,豆二1801,20170117,20180115,DCE +1237,Y1801.DCE,Y1801,豆油1801,20170117,20180115,DCE +1238,V1801.DCE,V1801,PVC1801,20170117,20180115,DCE +1239,PP1801.DCE,PP1801,聚丙烯1801,20170117,20180115,DCE +1240,P1801.DCE,P1801,棕榈油1801,20170117,20180115,DCE +1241,M1801.DCE,M1801,豆粕1801,20170117,20180115,DCE +1242,L1801.DCE,L1801,塑料1801,20170117,20180115,DCE +1243,JM1801.DCE,JM1801,焦煤1801,20170117,20180115,DCE +1244,JD1801.DCE,JD1801,鸡蛋1801,20170117,20180126,DCE +1245,J1801.DCE,J1801,焦炭1801,20170117,20180115,DCE +1246,I1801.DCE,I1801,铁矿石1801,20170117,20180115,DCE +1247,FB1801.DCE,FB1801,纤维板1801,20170117,20180115,DCE +1248,CS1801.DCE,CS1801,玉米淀粉1801,20170117,20180115,DCE +1249,C1801.DCE,C1801,玉米1801,20170117,20180115,DCE +1250,BB1801.DCE,BB1801,胶合板1801,20170117,20180115,DCE +1251,A2411.DCE,A2411,豆一2411,20231115,20241114,DCE +1252,JD1710.DCE,JD1710,鸡蛋1710,20161024,20171026,DCE +1253,EG1912.DCE,EG1912,乙二醇1912,20181226,20191226,DCE +1254,JD1912.DCE,JD1912,鸡蛋1912,20181226,20191226,DCE +1255,EB2311.DCE,EB2311,苯乙烯2311,20221128,20231127,DCE +1256,PP1504.DCE,PP1504,聚丙烯1504,20140416,20150415,DCE +1257,BB2312.DCE,BB2312,胶合板2312,20221215,20231214,DCE +1258,PP2508.DCE,PP2508,聚丙烯2508,20240815,20250814,DCE +1259,LG2507.DCE,LG2507,原木2507,20241118,20250728,DCE +1260,LG2509.DCE,LG2509,原木2509,20241118,20250925,DCE +1261,LG2511.DCE,LG2511,原木2511,20241118,20251125,DCE +1262,P1711.DCE,P1711,棕榈油1711,20161115,20171114,DCE +1263,J2403.DCE,J2403,焦炭2403,20230315,20240314,DCE +1264,Y0912.DCE,Y0912,豆油0912,20081215,20091214,DCE +1265,A0105.DCE,A0105,豆一0105,20000522,20010521,DCE +1266,PG2303.DCE,PG2303,LPG2303,20220329,20230328,DCE +1267,JM2508.DCE,JM2508,焦煤2508,20240815,20250814,DCE +1268,P1203.DCE,P1203,棕榈油1203,20110315,20120314,DCE +1269,V1508.DCE,V1508,PVC1508,20140815,20150814,DCE +1270,C0611.DCE,C0611,玉米0611,20051115,20061114,DCE +1271,A2209.DCE,A2209,豆一2209,20210915,20220915,DCE +1272,B2209.DCE,B2209,豆二2209,20210915,20220915,DCE +1273,BB2209.DCE,BB2209,胶合板2209,20210915,20220915,DCE +1274,C2209.DCE,C2209,玉米2209,20210915,20220915,DCE +1275,CS2209.DCE,CS2209,玉米淀粉2209,20210915,20220915,DCE +1276,FB2209.DCE,FB2209,纤维板2209,20210915,20220915,DCE +1277,I2209.DCE,I2209,铁矿石2209,20210915,20220915,DCE +1278,J2209.DCE,J2209,焦炭2209,20210915,20220915,DCE +1279,JM2209.DCE,JM2209,焦煤2209,20210915,20220915,DCE +1280,L2209.DCE,L2209,塑料2209,20210915,20220915,DCE +1281,M2209.DCE,M2209,豆粕2209,20210915,20220915,DCE +1282,P2209.DCE,P2209,棕榈油2209,20210915,20220915,DCE +1283,PP2209.DCE,PP2209,聚丙烯2209,20210915,20220915,DCE +1284,RR2209.DCE,RR2209,粳米2209,20210915,20220915,DCE +1285,V2209.DCE,V2209,PVC2209,20210915,20220915,DCE +1286,Y2209.DCE,Y2209,豆油2209,20210915,20220915,DCE +1287,J1407.DCE,J1407,焦炭1407,20130715,20140714,DCE +1288,JD2310.DCE,JD2310,鸡蛋2310,20221027,20231026,DCE +1289,V1510.DCE,V1510,PVC1510,20141022,20151021,DCE +1290,RR2212.DCE,RR2212,粳米2212,20211215,20221214,DCE +1291,JD1701.DCE,JD1701,鸡蛋1701,20160118,20170116,DCE +1292,J2304.DCE,J2304,焦炭2304,20220419,20230417,DCE +1293,C1511.DCE,C1511,玉米1511,20141117,20151113,DCE +1294,JM1502.DCE,JM1502,焦煤1502,20140221,20150213,DCE +1295,JD1409.DCE,JD1409,鸡蛋1409,20131108,20140915,DCE +1296,J1207.DCE,J1207,焦炭1207,20110715,20120713,DCE +1297,C2303.DCE,C2303,玉米2303,20220315,20230314,DCE +1298,JM1307.DCE,JM1307,焦煤1307,20130322,20130712,DCE +1299,BB1606.DCE,BB1606,胶合板1606,20150615,20160616,DCE +1300,V1606.DCE,V1606,PVC1606,20150615,20160616,DCE +1301,CS2407.DCE,CS2407,玉米淀粉2407,20230717,20240712,DCE +1302,EG2308.DCE,EG2308,乙二醇2308,20220829,20230828,DCE +1303,B1703.DCE,B1703,豆二1703,20160315,20170314,DCE +1304,V1404.DCE,V1404,PVC1404,20130417,20140415,DCE +1305,J1401.DCE,J1401,焦炭1401,20130118,20140115,DCE +1306,B2405.DCE,B2405,豆二2405,20230518,20240517,DCE +1307,B2306.DCE,B2306,豆二2306,20220616,20230614,DCE +1308,JM1706.DCE,JM1706,焦煤1706,20160617,20170614,DCE +1309,L2410.DCE,L2410,塑料2410,20231023,20241021,DCE +1310,B0605.DCE,B0605,豆二0605,20050523,20060519,DCE +1311,FB1404.DCE,FB1404,纤维板1404,20131206,20140415,DCE +1312,PP1602.DCE,PP1602,聚丙烯1602,20150216,20160219,DCE +1313,L1503.DCE,L1503,塑料1503,20140317,20150313,DCE +1314,B1705.DCE,B1705,豆二1705,20160517,20170515,DCE +1315,L0911.DCE,L0911,塑料0911,20081117,20091113,DCE +1316,BB1910.DCE,BB1910,胶合板1910,20181022,20191021,DCE +1317,FB1910.DCE,FB1910,纤维板1910,20181022,20191021,DCE +1318,I1910.DCE,I1910,铁矿石1910,20181022,20191021,DCE +1319,J1910.DCE,J1910,焦炭1910,20181022,20191021,DCE +1320,JM1910.DCE,JM1910,焦煤1910,20181022,20191021,DCE +1321,L1910.DCE,L1910,塑料1910,20181022,20191021,DCE +1322,P1910.DCE,P1910,棕榈油1910,20181022,20191021,DCE +1323,PP1910.DCE,PP1910,聚丙烯1910,20181022,20191021,DCE +1324,V1910.DCE,V1910,PVC1910,20181022,20191021,DCE +1325,B1910.DCE,B1910,豆二1910,20181022,20191021,DCE +1326,B1403.DCE,B1403,豆二1403,20130315,20140314,DCE +1327,B1511.DCE,B1511,豆二1511,20141117,20151113,DCE +1328,M1311.DCE,M1311,豆粕1311,20121115,20131114,DCE +1329,A1205.DCE,A1205,豆一1205,20101115,20120515,DCE +1330,A1509.DCE,A1509,豆一1509,20140317,20150916,DCE +1331,M0701.DCE,M0701,豆粕0701,20060118,20070117,DCE +1332,J1412.DCE,J1412,焦炭1412,20131216,20141212,DCE +1333,A2001.DCE,A2001,豆一2001,20180716,20200115,DCE +1334,B1907.DCE,B1907,豆二1907,20180716,20190712,DCE +1335,BB1907.DCE,BB1907,胶合板1907,20180716,20190712,DCE +1336,C1907.DCE,C1907,玉米1907,20180716,20190712,DCE +1337,CS1907.DCE,CS1907,玉米淀粉1907,20180716,20190712,DCE +1338,FB1907.DCE,FB1907,纤维板1907,20180716,20190712,DCE +1339,I1907.DCE,I1907,铁矿石1907,20180716,20190712,DCE +1340,J1907.DCE,J1907,焦炭1907,20180716,20190712,DCE +1341,JM1907.DCE,JM1907,焦煤1907,20180716,20190712,DCE +1342,L1907.DCE,L1907,塑料1907,20180716,20190712,DCE +1343,M1907.DCE,M1907,豆粕1907,20180716,20190712,DCE +1344,P1907.DCE,P1907,棕榈油1907,20180716,20190712,DCE +1345,PP1907.DCE,PP1907,聚丙烯1907,20180716,20190712,DCE +1346,V1907.DCE,V1907,PVC1907,20180716,20190712,DCE +1347,Y1907.DCE,Y1907,豆油1907,20180716,20190712,DCE +1348,JM1509.DCE,JM1509,焦煤1509,20140916,20150916,DCE +1349,L1504.DCE,L1504,塑料1504,20140416,20150415,DCE +1350,V1602.DCE,V1602,PVC1602,20150216,20160219,DCE +1351,A1909.DCE,A1909,豆一1909,20180315,20190916,DCE +1352,B1903.DCE,B1903,豆二1903,20180315,20190314,DCE +1353,BB1903.DCE,BB1903,胶合板1903,20180315,20190314,DCE +1354,C1903.DCE,C1903,玉米1903,20180315,20190314,DCE +1355,CS1903.DCE,CS1903,玉米淀粉1903,20180315,20190314,DCE +1356,FB1903.DCE,FB1903,纤维板1903,20180315,20190314,DCE +1357,I1903.DCE,I1903,铁矿石1903,20180315,20190314,DCE +1358,J1903.DCE,J1903,焦炭1903,20180315,20190314,DCE +1359,JM1903.DCE,JM1903,焦煤1903,20180315,20190314,DCE +1360,L1903.DCE,L1903,塑料1903,20180315,20190314,DCE +1361,M1903.DCE,M1903,豆粕1903,20180315,20190314,DCE +1362,P1903.DCE,P1903,棕榈油1903,20180315,20190314,DCE +1363,PP1903.DCE,PP1903,聚丙烯1903,20180315,20190314,DCE +1364,V1903.DCE,V1903,PVC1903,20180315,20190314,DCE +1365,Y1903.DCE,Y1903,豆油1903,20180315,20190314,DCE +1366,B2001.DCE,B2001,豆二2001,20190116,20200115,DCE +1367,BB2001.DCE,BB2001,胶合板2001,20190116,20200115,DCE +1368,FB2001.DCE,FB2001,纤维板2001,20190116,20200115,DCE +1369,I2001.DCE,I2001,铁矿石2001,20190116,20200115,DCE +1370,J2001.DCE,J2001,焦炭2001,20190116,20200115,DCE +1371,JM2001.DCE,JM2001,焦煤2001,20190116,20200115,DCE +1372,L2001.DCE,L2001,塑料2001,20190116,20200115,DCE +1373,P2001.DCE,P2001,棕榈油2001,20190116,20200115,DCE +1374,PP2001.DCE,PP2001,聚丙烯2001,20190116,20200115,DCE +1375,V2001.DCE,V2001,PVC2001,20190116,20200115,DCE +1376,M2001.DCE,M2001,豆粕2001,20190116,20200115,DCE +1377,Y2001.DCE,Y2001,豆油2001,20190116,20200115,DCE +1378,C2001.DCE,C2001,玉米2001,20190116,20200115,DCE +1379,CS2001.DCE,CS2001,玉米淀粉2001,20190116,20200115,DCE +1380,JM2504.DCE,JM2504,焦煤2504,20240417,20250415,DCE +1381,JM1405.DCE,JM1405,焦煤1405,20130516,20140516,DCE +1382,A0511.DCE,A0511,豆一0511,20040524,20051114,DCE +1383,B2407.DCE,B2407,豆二2407,20230717,20240712,DCE +1384,EB2401.DCE,EB2401,苯乙烯2401,20230120,20240126,DCE +1385,B2509.DCE,B2509,豆二2509,20240918,20250912,DCE +1386,Y0801.DCE,Y0801,豆油0801,20070118,20080115,DCE +1387,I2506.DCE,I2506,铁矿石2506,20240618,20250617,DCE +1388,J1205.DCE,J1205,焦炭1205,20110517,20120515,DCE +1389,I2401.DCE,I2401,铁矿石2401,20230117,20240115,DCE +1390,L1608.DCE,L1608,塑料1608,20150817,20160812,DCE +1391,JD2409.DCE,JD2409,鸡蛋2409,20230926,20240925,DCE +1392,JD2212.DCE,JD2212,鸡蛋2212,20211229,20221227,DCE +1393,JM1408.DCE,JM1408,焦煤1408,20130815,20140814,DCE +1394,B2309.DCE,B2309,豆二2309,20220916,20230914,DCE +1395,I2411.DCE,I2411,铁矿石2411,20231115,20241114,DCE +1396,PP2503.DCE,PP2503,聚丙烯2503,20240315,20250314,DCE +1397,PG2409.DCE,PG2409,LPG2409,20230926,20240925,DCE +1398,PG2310.DCE,PG2310,LPG2310,20221027,20231026,DCE +1399,Y1411.DCE,Y1411,豆油1411,20131115,20141114,DCE +1400,FB2507.DCE,FB2507,纤维板2507,20240715,20250714,DCE +1401,BB1712.DCE,BB1712,胶合板1712,20161215,20171214,DCE +1402,M0801.DCE,M0801,豆粕0801,20070118,20080115,DCE +1403,A1005.DCE,A1005,豆一1005,20081117,20100517,DCE +1404,LH2309.DCE,LH2309,生猪2309,20220928,20230925,DCE +1405,P1311.DCE,P1311,棕榈油1311,20121115,20131114,DCE +1406,L1707.DCE,L1707,塑料1707,20160715,20170714,DCE +1407,M0211.DCE,M0211,豆粕0211,20011115,20021114,DCE +1408,PP1704.DCE,PP1704,聚丙烯1704,20160418,20170418,DCE +1409,B1411.DCE,B1411,豆二1411,20131115,20141114,DCE +1410,CS2301.DCE,CS2301,玉米淀粉2301,20220118,20230116,DCE +1411,BB1906.DCE,BB1906,胶合板1906,20180615,20190617,DCE +1412,FB1906.DCE,FB1906,纤维板1906,20180615,20190617,DCE +1413,I1906.DCE,I1906,铁矿石1906,20180615,20190617,DCE +1414,J1906.DCE,J1906,焦炭1906,20180615,20190617,DCE +1415,JM1906.DCE,JM1906,焦煤1906,20180615,20190617,DCE +1416,L1906.DCE,L1906,塑料1906,20180615,20190617,DCE +1417,P1906.DCE,P1906,棕榈油1906,20180615,20190617,DCE +1418,PP1906.DCE,PP1906,聚丙烯1906,20180615,20190617,DCE +1419,V1906.DCE,V1906,PVC1906,20180615,20190617,DCE +1420,B1906.DCE,B1906,豆二1906,20180615,20190617,DCE +1421,JD2401.DCE,JD2401,鸡蛋2401,20230120,20240126,DCE +1422,A1311.DCE,A1311,豆一1311,20120516,20131114,DCE +1423,Y2311.DCE,Y2311,豆油2311,20221115,20231114,DCE +1424,M0912.DCE,M0912,豆粕0912,20081215,20091214,DCE +1425,V1708.DCE,V1708,PVC1708,20160815,20170814,DCE +1426,BB2307.DCE,BB2307,胶合板2307,20220715,20230714,DCE +1427,B1810.DCE,B1810,豆二1810,20171023,20181019,DCE +1428,V2212.DCE,V2212,PVC2212,20211215,20221214,DCE +1429,Y1605.DCE,Y1605,豆油1605,20150518,20160516,DCE +1430,P1406.DCE,P1406,棕榈油1406,20130620,20140616,DCE +1431,V2308.DCE,V2308,PVC2308,20220815,20230814,DCE +1432,P1712.DCE,P1712,棕榈油1712,20161215,20171214,DCE +1433,JM1711.DCE,JM1711,焦煤1711,20161115,20171114,DCE +1434,P1212.DCE,P1212,棕榈油1212,20111215,20121214,DCE +1435,P0903.DCE,P0903,棕榈油0903,20080317,20090313,DCE +1436,JM2401.DCE,JM2401,焦煤2401,20230117,20240115,DCE +1437,A1801.DCE,A1801,豆一1801,20160715,20180115,DCE +1438,PG2510.DCE,PG2510,LPG2510,20241029,20251028,DCE +1439,FB2505.DCE,FB2505,纤维板2505,20240520,20250519,DCE +1440,JD1703.DCE,JD1703,鸡蛋1703,20160315,20170328,DCE +1441,PP2511.DCE,PP2511,聚丙烯2511,20241115,20251114,DCE +1442,BB1512.DCE,BB1512,胶合板1512,20141215,20151214,DCE +1443,C2503.DCE,C2503,玉米2503,20240315,20250314,DCE +1444,Y0611.DCE,Y0611,豆油0611,20060118,20061114,DCE +1445,M0603.DCE,M0603,豆粕0603,20050315,20060314,DCE +1446,L0711.DCE,L0711,塑料0711,20070731,20071114,DCE +1447,M1012.DCE,M1012,豆粕1012,20091215,20101214,DCE +1448,RR2502.DCE,RR2502,粳米2502,20240223,20250224,DCE +1449,JM2407.DCE,JM2407,焦煤2407,20230717,20240712,DCE +1450,A2105.DCE,A2105,豆一2105,20200520,20210519,DCE +1451,B2105.DCE,B2105,豆二2105,20200520,20210519,DCE +1452,BB2105.DCE,BB2105,胶合板2105,20200520,20210519,DCE +1453,C2105.DCE,C2105,玉米2105,20200520,20210519,DCE +1454,CS2105.DCE,CS2105,玉米淀粉2105,20200520,20210519,DCE +1455,FB2105.DCE,FB2105,纤维板2105,20200520,20210519,DCE +1456,I2105.DCE,I2105,铁矿石2105,20200520,20210519,DCE +1457,J2105.DCE,J2105,焦炭2105,20200520,20210519,DCE +1458,JM2105.DCE,JM2105,焦煤2105,20200520,20210519,DCE +1459,L2105.DCE,L2105,塑料2105,20200520,20210519,DCE +1460,M2105.DCE,M2105,豆粕2105,20200520,20210519,DCE +1461,P2105.DCE,P2105,棕榈油2105,20200520,20210519,DCE +1462,PP2105.DCE,PP2105,聚丙烯2105,20200520,20210519,DCE +1463,RR2105.DCE,RR2105,粳米2105,20200520,20210519,DCE +1464,V2105.DCE,V2105,PVC2105,20200520,20210519,DCE +1465,Y2105.DCE,Y2105,豆油2105,20200520,20210519,DCE +1466,M1211.DCE,M1211,豆粕1211,20111115,20121114,DCE +1467,L0811.DCE,L0811,塑料0811,20071115,20081114,DCE +1468,JD2407.DCE,JD2407,鸡蛋2407,20230727,20240726,DCE +1469,M1301.DCE,M1301,豆粕1301,20120118,20130117,DCE +1470,EB2207.DCE,EB2207,苯乙烯2207,20210728,20220726,DCE +1471,EG2207.DCE,EG2207,乙二醇2207,20210728,20220726,DCE +1472,JD2207.DCE,JD2207,鸡蛋2207,20210728,20220726,DCE +1473,LH2207.DCE,LH2207,生猪2207,20210728,20220726,DCE +1474,PG2207.DCE,PG2207,LPG2207,20210728,20220726,DCE +1475,EB2509.DCE,EB2509,苯乙烯2509,20240926,20250925,DCE +1476,PP2307.DCE,PP2307,聚丙烯2307,20220715,20230714,DCE +1477,B2408.DCE,B2408,豆二2408,20230815,20240814,DCE +1478,FB1602.DCE,FB1602,纤维板1602,20150216,20160219,DCE +1479,Y0811.DCE,Y0811,豆油0811,20071115,20081114,DCE +1480,M1611.DCE,M1611,豆粕1611,20151116,20161114,DCE +1481,I2302.DCE,I2302,铁矿石2302,20220221,20230214,DCE +1482,JM1503.DCE,JM1503,焦煤1503,20140317,20150313,DCE +1483,P1709.DCE,P1709,棕榈油1709,20160919,20170914,DCE +1484,JM2502.DCE,JM2502,焦煤2502,20240223,20250224,DCE +1485,C0911.DCE,C0911,玉米0911,20081117,20091113,DCE +1486,L1406.DCE,L1406,塑料1406,20130620,20140616,DCE +1487,P1601.DCE,P1601,棕榈油1601,20150119,20160115,DCE +1488,EG2003.DCE,EG2003,乙二醇2003,20190327,20200326,DCE +1489,JD2003.DCE,JD2003,鸡蛋2003,20190327,20200326,DCE +1490,A1401.DCE,A1401,豆一1401,20120716,20140115,DCE +1491,A1207.DCE,A1207,豆一1207,20110118,20120713,DCE +1492,BB2210.DCE,BB2210,胶合板2210,20211022,20221021,DCE +1493,A0603.DCE,A0603,豆一0603,20040915,20060314,DCE +1494,CS1703.DCE,CS1703,玉米淀粉1703,20160315,20170314,DCE +1495,M1312.DCE,M1312,豆粕1312,20121217,20131213,DCE +1496,J2510.DCE,J2510,焦炭2510,20241022,20251021,DCE +1497,BB2212.DCE,BB2212,胶合板2212,20211215,20221214,DCE +1498,V1002.DCE,V1002,PVC1002,20090525,20100212,DCE +1499,BB1506.DCE,BB1506,胶合板1506,20140617,20150612,DCE +1500,M2509.DCE,M2509,豆粕2509,20240918,20250912,DCE +1501,M1512.DCE,M1512,豆粕1512,20141215,20151214,DCE +1502,P1012.DCE,P1012,棕榈油1012,20091215,20101214,DCE +1503,I2211.DCE,I2211,铁矿石2211,20211115,20221114,DCE +1504,CS1701.DCE,CS1701,玉米淀粉1701,20160118,20170116,DCE +1505,EB2407.DCE,EB2407,苯乙烯2407,20230727,20240726,DCE +1506,B1809.DCE,B1809,豆二1809,20170915,20180914,DCE +1507,FB2212.DCE,FB2212,纤维板2212,20211215,20221214,DCE +1508,V2307.DCE,V2307,PVC2307,20220715,20230714,DCE +1509,L1007.DCE,L1007,塑料1007,20090715,20100714,DCE +1510,V2004.DCE,V2004,PVC2004,20190416,20200415,DCE +1511,L1607.DCE,L1607,塑料1607,20150715,20160714,DCE +1512,C1305.DCE,C1305,玉米1305,20120516,20130515,DCE +1513,B2503.DCE,B2503,豆二2503,20240315,20250314,DCE +1514,Y0701.DCE,Y0701,豆油0701,20060315,20070117,DCE +1515,JD1405.DCE,JD1405,鸡蛋1405,20131108,20140516,DCE +1516,P1609.DCE,P1609,棕榈油1609,20150917,20160914,DCE +1517,C1509.DCE,C1509,玉米1509,20140916,20150916,DCE +1518,Y0909.DCE,Y0909,豆油0909,20080916,20090914,DCE +1519,C1105.DCE,C1105,玉米1105,20100518,20110516,DCE +1520,M1705.DCE,M1705,豆粕1705,20160517,20170515,DCE +1521,V2509.DCE,V2509,PVC2509,20240918,20250912,DCE +1522,PP2501.DCE,PP2501,聚丙烯2501,20240116,20250115,DCE +1523,V1406.DCE,V1406,PVC1406,20130620,20140616,DCE +1524,A0611.DCE,A0611,豆一0611,20050523,20061114,DCE +1525,Y1207.DCE,Y1207,豆油1207,20110715,20120713,DCE +1526,FB2511.DCE,FB2511,纤维板2511,20241115,20251114,DCE +1527,L2309.DCE,L2309,塑料2309,20220916,20230914,DCE +1528,RR2511.DCE,RR2511,粳米2511,20241115,20251114,DCE +1529,Y1609.DCE,Y1609,豆油1609,20150917,20160914,DCE +1530,L1307.DCE,L1307,塑料1307,20120716,20130712,DCE +1531,A0803.DCE,A0803,豆一0803,20060915,20080314,DCE +1532,JD1806.DCE,JD1806,鸡蛋1806,20170628,20180626,DCE +1533,PP2412.DCE,PP2412,聚丙烯2412,20231215,20241213,DCE +1534,FB2304.DCE,FB2304,纤维板2304,20220419,20230417,DCE +1535,Y0608.DCE,Y0608,豆油0608,20060109,20060814,DCE +1536,B1509.DCE,B1509,豆二1509,20140916,20150916,DCE +1537,I1605.DCE,I1605,铁矿石1605,20150518,20160516,DCE +1538,V1205.DCE,V1205,PVC1205,20110517,20120515,DCE +1539,JD1812.DCE,JD1812,鸡蛋1812,20171227,20181225,DCE +1540,JD2406.DCE,JD2406,鸡蛋2406,20230628,20240625,DCE +1541,A1901.DCE,A1901,豆一1901,20170717,20190115,DCE +1542,B1807.DCE,B1807,豆二1807,20170717,20180713,DCE +1543,BB1807.DCE,BB1807,胶合板1807,20170717,20180713,DCE +1544,C1807.DCE,C1807,玉米1807,20170717,20180713,DCE +1545,CS1807.DCE,CS1807,玉米淀粉1807,20170717,20180713,DCE +1546,FB1807.DCE,FB1807,纤维板1807,20170717,20180713,DCE +1547,I1807.DCE,I1807,铁矿石1807,20170717,20180713,DCE +1548,J1807.DCE,J1807,焦炭1807,20170717,20180713,DCE +1549,JM1807.DCE,JM1807,焦煤1807,20170717,20180713,DCE +1550,L1807.DCE,L1807,塑料1807,20170717,20180713,DCE +1551,M1807.DCE,M1807,豆粕1807,20170717,20180713,DCE +1552,P1807.DCE,P1807,棕榈油1807,20170717,20180713,DCE +1553,PP1807.DCE,PP1807,聚丙烯1807,20170717,20180713,DCE +1554,V1807.DCE,V1807,PVC1807,20170717,20180713,DCE +1555,Y1807.DCE,Y1807,豆油1807,20170717,20180713,DCE +1556,L2408.DCE,L2408,塑料2408,20230815,20240814,DCE +1557,J1505.DCE,J1505,焦炭1505,20140519,20150515,DCE +1558,P1606.DCE,P1606,棕榈油1606,20150615,20160616,DCE +1559,V1408.DCE,V1408,PVC1408,20130815,20140814,DCE +1560,C1705.DCE,C1705,玉米1705,20160517,20170515,DCE +1561,JD1903.DCE,JD1903,鸡蛋1903,20180328,20190326,DCE +1562,JD2009.DCE,JD2009,鸡蛋2009,20190926,20200925,DCE +1563,EG2009.DCE,EG2009,乙二醇2009,20190926,20200925,DCE +1564,Y1101.DCE,Y1101,豆油1101,20100118,20110117,DCE +1565,CS1603.DCE,CS1603,玉米淀粉1603,20150316,20160314,DCE +1566,BB1502.DCE,BB1502,胶合板1502,20140221,20150213,DCE +1567,Y0603.DCE,Y0603,豆油0603,20060109,20060314,DCE +1568,M1307.DCE,M1307,豆粕1307,20120716,20130712,DCE +1569,PP1707.DCE,PP1707,聚丙烯1707,20160715,20170714,DCE +1570,BB1710.DCE,BB1710,胶合板1710,20161024,20171020,DCE +1571,A0701.DCE,A0701,豆一0701,20050715,20070117,DCE +1572,B2401.DCE,B2401,豆二2401,20230117,20240115,DCE +1573,JD2501.DCE,JD2501,鸡蛋2501,20240129,20250128,DCE +1574,JM1401.DCE,JM1401,焦煤1401,20130322,20140115,DCE +1575,JD1711.DCE,JD1711,鸡蛋1711,20161115,20171127,DCE +1576,B1207.DCE,B1207,豆二1207,20110715,20120713,DCE +1577,JD1705.DCE,JD1705,鸡蛋1705,20160517,20170524,DCE +1578,P0907.DCE,P0907,棕榈油0907,20080715,20090714,DCE +1579,BB1411.DCE,BB1411,胶合板1411,20131206,20141114,DCE +1580,J1301.DCE,J1301,焦炭1301,20120118,20130117,DCE +1581,JD2312.DCE,JD2312,鸡蛋2312,20221228,20231226,DCE +1582,JM2411.DCE,JM2411,焦煤2411,20231115,20241114,DCE +1583,C1309.DCE,C1309,玉米1309,20120917,20130913,DCE +1584,I2406.DCE,I2406,铁矿石2406,20230615,20240617,DCE +1585,M1109.DCE,M1109,豆粕1109,20100915,20110915,DCE +1586,JD1708.DCE,JD1708,鸡蛋1708,20160815,20170828,DCE +1587,FB1604.DCE,FB1604,纤维板1604,20150416,20160415,DCE +1588,P0904.DCE,P0904,棕榈油0904,20080416,20090415,DCE +1589,M2309.DCE,M2309,豆粕2309,20220916,20230914,DCE +1590,EG2506.DCE,EG2506,乙二醇2506,20240626,20250625,DCE +1591,M1008.DCE,M1008,豆粕1008,20090817,20100813,DCE +1592,M0403.DCE,M0403,豆粕0403,20030317,20040312,DCE +1593,J2306.DCE,J2306,焦炭2306,20220616,20230614,DCE +1594,FB2301.DCE,FB2301,纤维板2301,20220118,20230116,DCE +1595,PG2410.DCE,PG2410,LPG2410,20231027,20241028,DCE +1596,PG2408.DCE,PG2408,LPG2408,20230829,20240827,DCE +1597,J2307.DCE,J2307,焦炭2307,20220715,20230714,DCE +1598,Y1205.DCE,Y1205,豆油1205,20110517,20120515,DCE +1599,I1404.DCE,I1404,铁矿石1404,20131018,20140415,DCE +1600,BB2301.DCE,BB2301,胶合板2301,20220118,20230116,DCE +1601,L1602.DCE,L1602,塑料1602,20150216,20160219,DCE +1602,PG2502.DCE,PG2502,LPG2502,20240227,20250225,DCE +1603,B2204.DCE,B2204,豆二2204,20210416,20220418,DCE +1604,BB2204.DCE,BB2204,胶合板2204,20210416,20220418,DCE +1605,FB2204.DCE,FB2204,纤维板2204,20210416,20220418,DCE +1606,I2204.DCE,I2204,铁矿石2204,20210416,20220418,DCE +1607,J2204.DCE,J2204,焦炭2204,20210416,20220418,DCE +1608,JM2204.DCE,JM2204,焦煤2204,20210416,20220418,DCE +1609,L2204.DCE,L2204,塑料2204,20210416,20220418,DCE +1610,P2204.DCE,P2204,棕榈油2204,20210416,20220418,DCE +1611,PP2204.DCE,PP2204,聚丙烯2204,20210416,20220418,DCE +1612,V2204.DCE,V2204,PVC2204,20210416,20220418,DCE +1613,RR2204.DCE,RR2204,粳米2204,20210416,20220418,DCE +1614,I2304.DCE,I2304,铁矿石2304,20220419,20230417,DCE +1615,BB1404.DCE,BB1404,胶合板1404,20131206,20140415,DCE +1616,J1502.DCE,J1502,焦炭1502,20140221,20150213,DCE +1617,L1304.DCE,L1304,塑料1304,20120419,20130416,DCE +1618,V1301.DCE,V1301,PVC1301,20120118,20130117,DCE +1619,A1805.DCE,A1805,豆一1805,20161115,20180515,DCE +1620,M1503.DCE,M1503,豆粕1503,20140317,20150313,DCE +1621,C0501.DCE,C0501,玉米0501,20040922,20050117,DCE +1622,EB2403.DCE,EB2403,苯乙烯2403,20230329,20240326,DCE +1623,Y1012.DCE,Y1012,豆油1012,20091215,20101214,DCE +1624,JM1609.DCE,JM1609,焦煤1609,20150917,20160914,DCE +1625,B1501.DCE,B1501,豆二1501,20140116,20150116,DCE +1626,A2311.DCE,A2311,豆一2311,20221115,20231114,DCE +1627,C1611.DCE,C1611,玉米1611,20151116,20161114,DCE +1628,V1705.DCE,V1705,PVC1705,20160517,20170515,DCE +1629,PG2508.DCE,PG2508,LPG2508,20240828,20250826,DCE +1630,EG2403.DCE,EG2403,乙二醇2403,20230329,20240326,DCE +1631,JM1411.DCE,JM1411,焦煤1411,20131115,20141114,DCE +1632,FB1606.DCE,FB1606,纤维板1606,20150615,20160616,DCE +1633,P0812.DCE,P0812,棕榈油0812,20071217,20081212,DCE +1634,P2212.DCE,P2212,棕榈油2212,20211215,20221214,DCE +1635,C0609.DCE,C0609,玉米0609,20050915,20060914,DCE +1636,C1601.DCE,C1601,玉米1601,20150119,20160115,DCE +1637,RR2304.DCE,RR2304,粳米2304,20220419,20230417,DCE +1638,Y1708.DCE,Y1708,豆油1708,20160815,20170814,DCE +1639,JD1712.DCE,JD1712,鸡蛋1712,20161215,20171226,DCE +1640,PP2306.DCE,PP2306,聚丙烯2306,20220616,20230614,DCE +1641,A1903.DCE,A1903,豆一1903,20170915,20190314,DCE +1642,EB2210.DCE,EB2210,苯乙烯2210,20211027,20221026,DCE +1643,PP2504.DCE,PP2504,聚丙烯2504,20240417,20250415,DCE +1644,PP2409.DCE,PP2409,聚丙烯2409,20230915,20240913,DCE +1645,B1109.DCE,B1109,豆二1109,20100915,20110915,DCE +1646,L1012.DCE,L1012,塑料1012,20091215,20101214,DCE +1647,EB2307.DCE,EB2307,苯乙烯2307,20220727,20230726,DCE +1648,Y0703.DCE,Y0703,豆油0703,20060522,20070314,DCE +1649,V2404.DCE,V2404,PVC2404,20230418,20240416,DCE +1650,PG2110.DCE,PG2110,LPG2110,20201028,20211026,DCE +1651,EG2204.DCE,EG2204,乙二醇2204,20210428,20220426,DCE +1652,JD2204.DCE,JD2204,鸡蛋2204,20210428,20220426,DCE +1653,EB2204.DCE,EB2204,苯乙烯2204,20210428,20220426,DCE +1654,PG2204.DCE,PG2204,LPG2204,20210428,20220426,DCE +1655,C0805.DCE,C0805,玉米0805,20070522,20080516,DCE +1656,P1508.DCE,P1508,棕榈油1508,20140815,20150814,DCE +1657,L2412.DCE,L2412,塑料2412,20231215,20241213,DCE +1658,I1507.DCE,I1507,铁矿石1507,20140715,20150714,DCE +1659,BB1706.DCE,BB1706,胶合板1706,20160617,20170614,DCE +1660,Y1412.DCE,Y1412,豆油1412,20131216,20141212,DCE +1661,JM2406.DCE,JM2406,焦煤2406,20230615,20240617,DCE +1662,PP2510.DCE,PP2510,聚丙烯2510,20241022,20251021,DCE +1663,C1405.DCE,C1405,玉米1405,20130516,20140516,DCE +1664,P2412.DCE,P2412,棕榈油2412,20231215,20241213,DCE +1665,P1004.DCE,P1004,棕榈油1004,20090416,20100415,DCE +1666,B1909.DCE,B1909,豆二1909,20180917,20190916,DCE +1667,BB1909.DCE,BB1909,胶合板1909,20180917,20190916,DCE +1668,C1909.DCE,C1909,玉米1909,20180917,20190916,DCE +1669,CS1909.DCE,CS1909,玉米淀粉1909,20180917,20190916,DCE +1670,FB1909.DCE,FB1909,纤维板1909,20180917,20190916,DCE +1671,I1909.DCE,I1909,铁矿石1909,20180917,20190916,DCE +1672,J1909.DCE,J1909,焦炭1909,20180917,20190916,DCE +1673,JM1909.DCE,JM1909,焦煤1909,20180917,20190916,DCE +1674,L1909.DCE,L1909,塑料1909,20180917,20190916,DCE +1675,M1909.DCE,M1909,豆粕1909,20180917,20190916,DCE +1676,P1909.DCE,P1909,棕榈油1909,20180917,20190916,DCE +1677,PP1909.DCE,PP1909,聚丙烯1909,20180917,20190916,DCE +1678,V1909.DCE,V1909,PVC1909,20180917,20190916,DCE +1679,Y1909.DCE,Y1909,豆油1909,20180917,20190916,DCE +1680,J1112.DCE,J1112,焦炭1112,20110415,20111214,DCE +1681,FB2303.DCE,FB2303,纤维板2303,20220315,20230314,DCE +1682,P1603.DCE,P1603,棕榈油1603,20150316,20160314,DCE +1683,B0707.DCE,B0707,豆二0707,20060717,20070713,DCE +1684,I2507.DCE,I2507,铁矿石2507,20240715,20250714,DCE +1685,PG2308.DCE,PG2308,LPG2308,20220829,20230828,DCE +1686,C1307.DCE,C1307,玉米1307,20120716,20130712,DCE +1687,PG2404.DCE,PG2404,LPG2404,20230426,20240425,DCE +1688,J1512.DCE,J1512,焦炭1512,20141215,20151214,DCE +1689,M2505.DCE,M2505,豆粕2505,20240520,20250519,DCE +1690,C0807.DCE,C0807,玉米0807,20070716,20080714,DCE +1691,EG2002.DCE,EG2002,乙二醇2002,20190226,20200225,DCE +1692,B1111.DCE,B1111,豆二1111,20101115,20111114,DCE +1693,L1403.DCE,L1403,塑料1403,20130315,20140314,DCE +1694,FB1601.DCE,FB1601,纤维板1601,20150119,20160115,DCE +1695,P2505.DCE,P2505,棕榈油2505,20240520,20250519,DCE +1696,JM1511.DCE,JM1511,焦煤1511,20141117,20151113,DCE +1697,V1111.DCE,V1111,PVC1111,20101115,20111114,DCE +1698,V2311.DCE,V2311,PVC2311,20221115,20231114,DCE +1699,A9909.DCE,A9909,豆一9909,19990104,19990914,DCE +1700,P1210.DCE,P1210,棕榈油1210,20111024,20121019,DCE +1701,V2411.DCE,V2411,PVC2411,20231115,20241114,DCE +1702,I2412.DCE,I2412,铁矿石2412,20231215,20241213,DCE +1703,JD2506.DCE,JD2506,鸡蛋2506,20240626,20250625,DCE +1704,BB2304.DCE,BB2304,胶合板2304,20220419,20230417,DCE +1705,JD1403.DCE,JD1403,鸡蛋1403,20131108,20140314,DCE +1706,A1607.DCE,A1607,豆一1607,20150119,20160714,DCE +1707,P1501.DCE,P1501,棕榈油1501,20140116,20150116,DCE +1708,BB2306.DCE,BB2306,胶合板2306,20220616,20230614,DCE +1709,PP1503.DCE,PP1503,聚丙烯1503,20140317,20150313,DCE +1710,L0908.DCE,L0908,塑料0908,20080815,20090814,DCE +1711,J2508.DCE,J2508,焦炭2508,20240815,20250814,DCE +1712,B1401.DCE,B1401,豆二1401,20130118,20140115,DCE +1713,M1011.DCE,M1011,豆粕1011,20091116,20101112,DCE +1714,Y1008.DCE,Y1008,豆油1008,20090817,20100813,DCE +1715,RR2503.DCE,RR2503,粳米2503,20240315,20250314,DCE +1716,JD2211.DCE,JD2211,鸡蛋2211,20211126,20221125,DCE +1717,Y1707.DCE,Y1707,豆油1707,20160715,20170714,DCE +1718,L0902.DCE,L0902,塑料0902,20080222,20090213,DCE +1719,C0809.DCE,C0809,玉米0809,20070917,20080912,DCE +1720,EG2007.DCE,EG2007,乙二醇2007,20190729,20200728,DCE +1721,JD2007.DCE,JD2007,鸡蛋2007,20190729,20200728,DCE +1722,FB1705.DCE,FB1705,纤维板1705,20160517,20170515,DCE +1723,P1507.DCE,P1507,棕榈油1507,20140715,20150714,DCE +1724,V1105.DCE,V1105,PVC1105,20100518,20110516,DCE +1725,V2505.DCE,V2505,PVC2505,20240520,20250519,DCE +1726,C2307.DCE,C2307,玉米2307,20220715,20230714,DCE +1727,V1402.DCE,V1402,PVC1402,20130222,20140220,DCE +1728,JD2507.DCE,JD2507,鸡蛋2507,20240729,20250728,DCE +1729,FB2406.DCE,FB2406,纤维板2406,20230615,20240617,DCE +1730,C2509.DCE,C2509,玉米2509,20240918,20250912,DCE +1731,B0507.DCE,B0507,豆二0507,20041222,20050714,DCE +1732,BB2308.DCE,BB2308,胶合板2308,20220815,20230814,DCE +1733,I1708.DCE,I1708,铁矿石1708,20160815,20170814,DCE +1734,BB2406.DCE,BB2406,胶合板2406,20230615,20240617,DCE +1735,V1609.DCE,V1609,PVC1609,20150917,20160914,DCE +1736,JD2308.DCE,JD2308,鸡蛋2308,20220829,20230828,DCE +1737,A1201.DCE,A1201,豆一1201,20100715,20120117,DCE +1738,BB1408.DCE,BB1408,胶合板1408,20131206,20140814,DCE +1739,I1509.DCE,I1509,铁矿石1509,20140916,20150916,DCE +1740,L1208.DCE,L1208,塑料1208,20110815,20120814,DCE +1741,B0603.DCE,B0603,豆二0603,20050315,20060314,DCE +1742,JD2008.DCE,JD2008,鸡蛋2008,20190828,20200826,DCE +1743,EG2008.DCE,EG2008,乙二醇2008,20190828,20200826,DCE +1744,P1512.DCE,P1512,棕榈油1512,20141215,20151214,DCE +1745,BB1601.DCE,BB1601,胶合板1601,20150119,20160115,DCE +1746,P1101.DCE,P1101,棕榈油1101,20100118,20110117,DCE +1747,JM1512.DCE,JM1512,焦煤1512,20141215,20151214,DCE +1748,FB1509.DCE,FB1509,纤维板1509,20140916,20150916,DCE +1749,M0709.DCE,M0709,豆粕0709,20060915,20070914,DCE +1750,BB2403.DCE,BB2403,胶合板2403,20230315,20240314,DCE +1751,BB1707.DCE,BB1707,胶合板1707,20160715,20170714,DCE +1752,C0905.DCE,C0905,玉米0905,20080519,20090515,DCE +1753,B0703.DCE,B0703,豆二0703,20060315,20070314,DCE +1754,Y1611.DCE,Y1611,豆油1611,20151116,20161114,DCE +1755,JD1811.DCE,JD1811,鸡蛋1811,20171128,20181127,DCE +1756,FB2411.DCE,FB2411,纤维板2411,20231115,20241114,DCE +1757,C1407.DCE,C1407,玉米1407,20130715,20140714,DCE +1758,A0011.DCE,A0011,豆一0011,19991115,20001114,DCE +1759,B2406.DCE,B2406,豆二2406,20230615,20240617,DCE +1760,EB2102.DCE,EB2102,苯乙烯2102,20200226,20210223,DCE +1761,EG2102.DCE,EG2102,乙二醇2102,20200226,20210223,DCE +1762,JD2102.DCE,JD2102,鸡蛋2102,20200226,20210223,DCE +1763,C2409.DCE,C2409,玉米2409,20230915,20240913,DCE +1764,B2411.DCE,B2411,豆二2411,20231115,20241114,DCE +1765,EG2212.DCE,EG2212,乙二醇2212,20211229,20221227,DCE +1766,JD1702.DCE,JD1702,鸡蛋1702,20160222,20170216,DCE +1767,A1301.DCE,A1301,豆一1301,20110715,20130117,DCE +1768,RR2407.DCE,RR2407,粳米2407,20230717,20240712,DCE +1769,V0910.DCE,V0910,PVC0910,20090525,20091022,DCE +1770,J2404.DCE,J2404,焦炭2404,20230418,20240416,DCE +1771,EB2410.DCE,EB2410,苯乙烯2410,20231027,20241028,DCE +1772,Y2405.DCE,Y2405,豆油2405,20230518,20240517,DCE +1773,J2408.DCE,J2408,焦炭2408,20230815,20240814,DCE +1774,FB2403.DCE,FB2403,纤维板2403,20230315,20240314,DCE +1775,A0507.DCE,A0507,豆一0507,20040116,20050714,DCE +1776,L0809.DCE,L0809,塑料0809,20070917,20080912,DCE +1777,RR2210.DCE,RR2210,粳米2210,20211022,20221021,DCE +1778,P1003.DCE,P1003,棕榈油1003,20090316,20100312,DCE +1779,BB1703.DCE,BB1703,胶合板1703,20160315,20170314,DCE +1780,JM2412.DCE,JM2412,焦煤2412,20231215,20241213,DCE +1781,M0203.DCE,M0203,豆粕0203,20010315,20020314,DCE +1782,PP1708.DCE,PP1708,聚丙烯1708,20160815,20170814,DCE +1783,V1401.DCE,V1401,PVC1401,20130118,20140115,DCE +1784,V1309.DCE,V1309,PVC1309,20120917,20130913,DCE +1785,M1207.DCE,M1207,豆粕1207,20110715,20120713,DCE +1786,A2409.DCE,A2409,豆一2409,20230915,20240913,DCE +1787,V1411.DCE,V1411,PVC1411,20131115,20141114,DCE +1788,M1607.DCE,M1607,豆粕1607,20150715,20160714,DCE +1789,PP1410.DCE,PP1410,聚丙烯1410,20140228,20141021,DCE +1790,M2403.DCE,M2403,豆粕2403,20230315,20240314,DCE +1791,RR2405.DCE,RR2405,粳米2405,20230518,20240517,DCE +1792,V1608.DCE,V1608,PVC1608,20150817,20160812,DCE +1793,JM2211.DCE,JM2211,焦煤2211,20211115,20221114,DCE +1794,B0511.DCE,B0511,豆二0511,20041222,20051114,DCE +1795,B2404.DCE,B2404,豆二2404,20230418,20240416,DCE +1796,BB1602.DCE,BB1602,胶合板1602,20150216,20160219,DCE +1797,M0411.DCE,M0411,豆粕0411,20031117,20041112,DCE +1798,P2402.DCE,P2402,棕榈油2402,20230215,20240222,DCE +1799,Y2411.DCE,Y2411,豆油2411,20231115,20241114,DCE +1800,V1101.DCE,V1101,PVC1101,20100118,20110117,DCE +1801,EG2501.DCE,EG2501,乙二醇2501,20240129,20250128,DCE +1802,FB2307.DCE,FB2307,纤维板2307,20220715,20230714,DCE +1803,RR2509.DCE,RR2509,粳米2509,20240918,20250912,DCE +1804,Y0705.DCE,Y0705,豆油0705,20060522,20070521,DCE +1805,B1407.DCE,B1407,豆二1407,20130715,20140714,DCE +1806,P1510.DCE,P1510,棕榈油1510,20141022,20151021,DCE +1807,Y2509.DCE,Y2509,豆油2509,20240918,20250912,DCE +1808,A0909.DCE,A0909,豆一0909,20080317,20090914,DCE +1809,V1405.DCE,V1405,PVC1405,20130516,20140516,DCE +1810,FB1407.DCE,FB1407,纤维板1407,20131206,20140714,DCE +1811,B1609.DCE,B1609,豆二1609,20150917,20160914,DCE +1812,V1003.DCE,V1003,PVC1003,20090525,20100312,DCE +1813,P2510.DCE,P2510,棕榈油2510,20241022,20251021,DCE +1814,C1505.DCE,C1505,玉米1505,20140519,20150515,DCE +1815,Y2407.DCE,Y2407,豆油2407,20230717,20240712,DCE +1816,A2507.DCE,A2507,豆一2507,20240715,20250714,DCE +1817,I1709.DCE,I1709,铁矿石1709,20160919,20170914,DCE +1818,C1203.DCE,C1203,玉米1203,20110315,20120314,DCE +1819,J2509.DCE,J2509,焦炭2509,20240918,20250912,DCE +1820,P2401.DCE,P2401,棕榈油2401,20230117,20240115,DCE +1821,L2511.DCE,L2511,塑料2511,20241115,20251114,DCE +1822,J2407.DCE,J2407,焦炭2407,20230717,20240712,DCE +1823,FB1504.DCE,FB1504,纤维板1504,20140416,20150415,DCE +1824,V2306.DCE,V2306,PVC2306,20220616,20230614,DCE +1825,I1704.DCE,I1704,铁矿石1704,20160418,20170418,DCE +1826,C1501.DCE,C1501,玉米1501,20140116,20150116,DCE +1827,J1712.DCE,J1712,焦炭1712,20161215,20171214,DCE +1828,A0711.DCE,A0711,豆一0711,20060522,20071114,DCE +1829,J1611.DCE,J1611,焦炭1611,20151116,20161114,DCE +1830,P1702.DCE,P1702,棕榈油1702,20160222,20170216,DCE +1831,BB1405.DCE,BB1405,胶合板1405,20131206,20140516,DCE +1832,I1501.DCE,I1501,铁矿石1501,20140116,20150116,DCE +1833,JD1910.DCE,JD1910,鸡蛋1910,20181029,20191028,DCE +1834,P1208.DCE,P1208,棕榈油1208,20110815,20120814,DCE +1835,PG2501.DCE,PG2501,LPG2501,20240129,20250128,DCE +1836,B1303.DCE,B1303,豆二1303,20120315,20130314,DCE +1837,A0501.DCE,A0501,豆一0501,20030715,20050117,DCE +1838,P0909.DCE,P0909,棕榈油0909,20080916,20090914,DCE +1839,A1105.DCE,A1105,豆一1105,20091116,20110516,DCE +1840,V1312.DCE,V1312,PVC1312,20121217,20131213,DCE +1841,V1012.DCE,V1012,PVC1012,20091215,20101214,DCE +1842,J1710.DCE,J1710,焦炭1710,20161024,20171020,DCE +1843,FB2110.DCE,FB2110,纤维板2110,20201023,20211021,DCE +1844,I2110.DCE,I2110,铁矿石2110,20201023,20211021,DCE +1845,JM2110.DCE,JM2110,焦煤2110,20201023,20211021,DCE +1846,J2110.DCE,J2110,焦炭2110,20201023,20211021,DCE +1847,BB2110.DCE,BB2110,胶合板2110,20201023,20211021,DCE +1848,RR2110.DCE,RR2110,粳米2110,20201023,20211021,DCE +1849,L2110.DCE,L2110,塑料2110,20201023,20211021,DCE +1850,B2110.DCE,B2110,豆二2110,20201023,20211021,DCE +1851,V2110.DCE,V2110,PVC2110,20201023,20211021,DCE +1852,P2110.DCE,P2110,棕榈油2110,20201023,20211021,DCE +1853,PP2110.DCE,PP2110,聚丙烯2110,20201023,20211021,DCE +1854,B2310.DCE,B2310,豆二2310,20221024,20231020,DCE +1855,M2507.DCE,M2507,豆粕2507,20240715,20250714,DCE +1856,P2304.DCE,P2304,棕榈油2304,20220419,20230417,DCE +1857,M1509.DCE,M1509,豆粕1509,20140916,20150916,DCE +1858,P1202.DCE,P1202,棕榈油1202,20110222,20120214,DCE +1859,V1206.DCE,V1206,PVC1206,20110616,20120614,DCE +1860,L1107.DCE,L1107,塑料1107,20100715,20110714,DCE +1861,J2511.DCE,J2511,焦炭2511,20241115,20251114,DCE +1862,I1809.DCE,I1809,铁矿石1809,20170915,20180914,DCE +1863,JM1809.DCE,JM1809,焦煤1809,20170915,20180914,DCE +1864,J1809.DCE,J1809,焦炭1809,20170915,20180914,DCE +1865,CS1809.DCE,CS1809,玉米淀粉1809,20170915,20180914,DCE +1866,L1809.DCE,L1809,塑料1809,20170915,20180914,DCE +1867,PP1809.DCE,PP1809,聚丙烯1809,20170915,20180914,DCE +1868,V1809.DCE,V1809,PVC1809,20170915,20180914,DCE +1869,C1809.DCE,C1809,玉米1809,20170915,20180914,DCE +1870,M1809.DCE,M1809,豆粕1809,20170915,20180914,DCE +1871,Y1809.DCE,Y1809,豆油1809,20170915,20180914,DCE +1872,P1809.DCE,P1809,棕榈油1809,20170915,20180914,DCE +1873,FB1809.DCE,FB1809,纤维板1809,20170915,20180914,DCE +1874,B2006.DCE,B2006,豆二2006,20190618,20200612,DCE +1875,BB2006.DCE,BB2006,胶合板2006,20190618,20200612,DCE +1876,FB2006.DCE,FB2006,纤维板2006,20190618,20200612,DCE +1877,I2006.DCE,I2006,铁矿石2006,20190618,20200612,DCE +1878,J2006.DCE,J2006,焦炭2006,20190618,20200612,DCE +1879,JM2006.DCE,JM2006,焦煤2006,20190618,20200612,DCE +1880,L2006.DCE,L2006,塑料2006,20190618,20200612,DCE +1881,P2006.DCE,P2006,棕榈油2006,20190618,20200612,DCE +1882,PP2006.DCE,PP2006,聚丙烯2006,20190618,20200612,DCE +1883,V2006.DCE,V2006,PVC2006,20190618,20200612,DCE +1884,A1107.DCE,A1107,豆一1107,20100118,20110714,DCE +1885,J1605.DCE,J1605,焦炭1605,20150518,20160516,DCE +1886,J1110.DCE,J1110,焦炭1110,20110415,20111021,DCE +1887,EG2406.DCE,EG2406,乙二醇2406,20230628,20240625,DCE +1888,I1603.DCE,I1603,铁矿石1603,20150316,20160314,DCE +1889,PP2505.DCE,PP2505,聚丙烯2505,20240520,20250519,DCE +1890,B2507.DCE,B2507,豆二2507,20240715,20250714,DCE +1891,PP2410.DCE,PP2410,聚丙烯2410,20231023,20241021,DCE +1892,PP2210.DCE,PP2210,聚丙烯2210,20211022,20221021,DCE +1893,L1006.DCE,L1006,塑料1006,20090615,20100617,DCE +1894,L1412.DCE,L1412,塑料1412,20131216,20141212,DCE +1895,A0605.DCE,A0605,豆一0605,20041115,20060519,DCE +1896,EG2307.DCE,EG2307,乙二醇2307,20220727,20230726,DCE +1897,P1105.DCE,P1105,棕榈油1105,20100518,20110516,DCE +1898,V1504.DCE,V1504,PVC1504,20140416,20150415,DCE +1899,B2301.DCE,B2301,豆二2301,20220118,20230116,DCE +1900,V0912.DCE,V0912,PVC0912,20090525,20091214,DCE +1901,PG2503.DCE,PG2503,LPG2503,20240327,20250326,DCE +1902,Y1512.DCE,Y1512,豆油1512,20141215,20151214,DCE +1903,EB2502.DCE,EB2502,苯乙烯2502,20240227,20250225,DCE +1904,P1409.DCE,P1409,棕榈油1409,20130916,20140915,DCE +1905,B1311.DCE,B1311,豆二1311,20121115,20131114,DCE +1906,EG2012.DCE,EG2012,乙二醇2012,20191227,20201228,DCE +1907,JD2012.DCE,JD2012,鸡蛋2012,20191227,20201228,DCE +1908,EB2012.DCE,EB2012,苯乙烯2012,20191227,20201228,DCE +1909,EG2306.DCE,EG2306,乙二醇2306,20220628,20230627,DCE +1910,LH2503.DCE,LH2503,生猪2503,20240327,20250326,DCE +1911,BB1702.DCE,BB1702,胶合板1702,20160222,20170216,DCE +1912,B2412.DCE,B2412,豆二2412,20231215,20241213,DCE +1913,V1306.DCE,V1306,PVC1306,20120615,20130619,DCE +1914,B1603.DCE,B1603,豆二1603,20150316,20160314,DCE +1915,Y0808.DCE,Y0808,豆油0808,20070815,20080814,DCE +1916,L1404.DCE,L1404,塑料1404,20130417,20140415,DCE +1917,L1605.DCE,L1605,塑料1605,20150518,20160516,DCE +1918,Y0903.DCE,Y0903,豆油0903,20080317,20090313,DCE +1919,Y1001.DCE,Y1001,豆油1001,20090119,20100115,DCE +1920,PP2308.DCE,PP2308,聚丙烯2308,20220815,20230814,DCE +1921,P1002.DCE,P1002,棕榈油1002,20090216,20100212,DCE +1922,V1108.DCE,V1108,PVC1108,20100816,20110812,DCE +1923,JM1410.DCE,JM1410,焦煤1410,20131022,20141021,DCE +1924,RR2311.DCE,RR2311,粳米2311,20221115,20231114,DCE +1925,B1908.DCE,B1908,豆二1908,20180815,20190814,DCE +1926,BB1908.DCE,BB1908,胶合板1908,20180815,20190814,DCE +1927,FB1908.DCE,FB1908,纤维板1908,20180815,20190814,DCE +1928,I1908.DCE,I1908,铁矿石1908,20180815,20190814,DCE +1929,J1908.DCE,J1908,焦炭1908,20180815,20190814,DCE +1930,JM1908.DCE,JM1908,焦煤1908,20180815,20190814,DCE +1931,L1908.DCE,L1908,塑料1908,20180815,20190814,DCE +1932,M1908.DCE,M1908,豆粕1908,20180815,20190814,DCE +1933,P1908.DCE,P1908,棕榈油1908,20180815,20190814,DCE +1934,PP1908.DCE,PP1908,聚丙烯1908,20180815,20190814,DCE +1935,V1908.DCE,V1908,PVC1908,20180815,20190814,DCE +1936,Y1908.DCE,Y1908,豆油1908,20180815,20190814,DCE +1937,J1211.DCE,J1211,焦炭1211,20111115,20121114,DCE +1938,JD1610.DCE,JD1610,鸡蛋1610,20151022,20161021,DCE +1939,L1004.DCE,L1004,塑料1004,20090416,20100415,DCE +1940,P2504.DCE,P2504,棕榈油2504,20240417,20250415,DCE +1941,I2403.DCE,I2403,铁矿石2403,20230315,20240314,DCE +1942,A1605.DCE,A1605,豆一1605,20141117,20160516,DCE +1943,I1602.DCE,I1602,铁矿石1602,20150216,20160219,DCE +1944,BB1501.DCE,BB1501,胶合板1501,20140116,20150116,DCE +1945,JD2411.DCE,JD2411,鸡蛋2411,20231128,20241126,DCE +1946,L1305.DCE,L1305,塑料1305,20120516,20130515,DCE +1947,A0409.DCE,A0409,豆一0409,20030317,20040914,DCE +1948,RR2308.DCE,RR2308,粳米2308,20220815,20230814,DCE +1949,JM1507.DCE,JM1507,焦煤1507,20140715,20150714,DCE +1950,BB1603.DCE,BB1603,胶合板1603,20150316,20160314,DCE +1951,EB2110.DCE,EB2110,苯乙烯2110,20201028,20211026,DCE +1952,EG2110.DCE,EG2110,乙二醇2110,20201028,20211026,DCE +1953,JD2110.DCE,JD2110,鸡蛋2110,20201028,20211026,DCE +1954,J1303.DCE,J1303,焦炭1303,20120315,20130314,DCE +1955,L0903.DCE,L0903,塑料0903,20080317,20090313,DCE +1956,C1111.DCE,C1111,玉米1111,20101115,20111114,DCE +1957,JD1410.DCE,JD1410,鸡蛋1410,20131108,20141021,DCE +1958,EG2304.DCE,EG2304,乙二醇2304,20220427,20230425,DCE +1959,Y0605.DCE,Y0605,豆油0605,20060109,20060519,DCE +1960,B0905.DCE,B0905,豆二0905,20080519,20090515,DCE +1961,A2005.DCE,A2005,豆一2005,20190520,20200519,DCE +1962,B2005.DCE,B2005,豆二2005,20190520,20200519,DCE +1963,BB2005.DCE,BB2005,胶合板2005,20190520,20200519,DCE +1964,C2005.DCE,C2005,玉米2005,20190520,20200519,DCE +1965,CS2005.DCE,CS2005,玉米淀粉2005,20190520,20200519,DCE +1966,FB2005.DCE,FB2005,纤维板2005,20190520,20200519,DCE +1967,I2005.DCE,I2005,铁矿石2005,20190520,20200519,DCE +1968,J2005.DCE,J2005,焦炭2005,20190520,20200519,DCE +1969,JM2005.DCE,JM2005,焦煤2005,20190520,20200519,DCE +1970,L2005.DCE,L2005,塑料2005,20190520,20200519,DCE +1971,M2005.DCE,M2005,豆粕2005,20190520,20200519,DCE +1972,P2005.DCE,P2005,棕榈油2005,20190520,20200519,DCE +1973,PP2005.DCE,PP2005,聚丙烯2005,20190520,20200519,DCE +1974,V2005.DCE,V2005,PVC2005,20190520,20200519,DCE +1975,Y2005.DCE,Y2005,豆油2005,20190520,20200519,DCE +1976,J1308.DCE,J1308,焦炭1308,20120815,20130814,DCE +1977,RR2303.DCE,RR2303,粳米2303,20220315,20230314,DCE +1978,BB1711.DCE,BB1711,胶合板1711,20161115,20171114,DCE +1979,C0711.DCE,C0711,玉米0711,20061115,20071114,DCE +1980,J1509.DCE,J1509,焦炭1509,20140916,20150916,DCE +1981,V2309.DCE,V2309,PVC2309,20220916,20230914,DCE +1982,V2303.DCE,V2303,PVC2303,20220315,20230314,DCE +1983,EB2111.DCE,EB2111,苯乙烯2111,20201126,20211125,DCE +1984,EG2111.DCE,EG2111,乙二醇2111,20201126,20211125,DCE +1985,JD2111.DCE,JD2111,鸡蛋2111,20201126,20211125,DCE +1986,PG2111.DCE,PG2111,LPG2111,20201126,20211125,DCE +1987,JD1707.DCE,JD1707,鸡蛋1707,20160715,20170726,DCE +1988,I2212.DCE,I2212,铁矿石2212,20211215,20221214,DCE +1989,V2503.DCE,V2503,PVC2503,20240315,20250314,DCE +1990,V2403.DCE,V2403,PVC2403,20230315,20240314,DCE +1991,PP2211.DCE,PP2211,聚丙烯2211,20211115,20221114,DCE +1992,L0807.DCE,L0807,塑料0807,20070731,20080714,DCE +1993,J1312.DCE,J1312,焦炭1312,20121217,20131213,DCE +1994,PG2309.DCE,PG2309,LPG2309,20220928,20230925,DCE +1995,FB1511.DCE,FB1511,纤维板1511,20141117,20151113,DCE +1996,A0301.DCE,A0301,豆一0301,20020121,20030115,DCE +1997,M0301.DCE,M0301,豆粕0301,20020121,20030115,DCE +1998,B1103.DCE,B1103,豆二1103,20100315,20110314,DCE +1999,JM1406.DCE,JM1406,焦煤1406,20130620,20140616,DCE +2000,J1212.DCE,J1212,焦炭1212,20111215,20121214,DCE +2001,L2303.DCE,L2303,塑料2303,20220315,20230314,DCE +2002,A1305.DCE,A1305,豆一1305,20111115,20130515,DCE +2003,CS2309.DCE,CS2309,玉米淀粉2309,20220916,20230914,DCE +2004,L0901.DCE,L0901,塑料0901,20080116,20090116,DCE +2005,C1603.DCE,C1603,玉米1603,20150316,20160314,DCE +2006,P0804.DCE,P0804,棕榈油0804,20071029,20080415,DCE +2007,M1007.DCE,M1007,豆粕1007,20090715,20100714,DCE +2008,P1209.DCE,P1209,棕榈油1209,20110916,20120914,DCE +2009,Y1011.DCE,Y1011,豆油1011,20091116,20101112,DCE +2010,P1005.DCE,P1005,棕榈油1005,20090518,20100517,DCE +2011,A0009.DCE,A0009,豆一0009,19990915,20000914,DCE +2012,M2307.DCE,M2307,豆粕2307,20220715,20230714,DCE +2013,P2312.DCE,P2312,棕榈油2312,20221215,20231214,DCE +2014,L0712.DCE,L0712,塑料0712,20070731,20071214,DCE +2015,EB2301.DCE,EB2301,苯乙烯2301,20220126,20230119,DCE +2016,EG2301.DCE,EG2301,乙二醇2301,20220126,20230119,DCE +2017,JD2301.DCE,JD2301,鸡蛋2301,20220126,20230119,DCE +2018,PG2301.DCE,PG2301,LPG2301,20220126,20230119,DCE +2019,JD1911.DCE,JD1911,鸡蛋1911,20181128,20191126,DCE +2020,A2211.DCE,A2211,豆一2211,20211115,20221114,DCE +2021,M1505.DCE,M1505,豆粕1505,20140519,20150515,DCE +2022,J2405.DCE,J2405,焦炭2405,20230518,20240517,DCE +2023,PP1607.DCE,PP1607,聚丙烯1607,20150715,20160714,DCE +2024,V1006.DCE,V1006,PVC1006,20090615,20100617,DCE +2025,JM2507.DCE,JM2507,焦煤2507,20240715,20250714,DCE +2026,PP2304.DCE,PP2304,聚丙烯2304,20220419,20230417,DCE +2027,BB1708.DCE,BB1708,胶合板1708,20160815,20170814,DCE +2028,RR2409.DCE,RR2409,粳米2409,20230915,20240913,DCE +2029,CS1607.DCE,CS1607,玉米淀粉1607,20150715,20160714,DCE +2030,A1407.DCE,A1407,豆一1407,20130118,20140714,DCE +2031,L0801.DCE,L0801,塑料0801,20070731,20080115,DCE +2032,LH2401.DCE,LH2401,生猪2401,20230120,20240126,DCE +2033,M0907.DCE,M0907,豆粕0907,20080715,20090714,DCE +2034,JM1712.DCE,JM1712,焦煤1712,20161215,20171214,DCE +2035,FB2311.DCE,FB2311,纤维板2311,20221115,20231114,DCE +2036,RR2501.DCE,RR2501,粳米2501,20240116,20250115,DCE +2037,P1509.DCE,P1509,棕榈油1509,20140916,20150916,DCE +2038,FB2404.DCE,FB2404,纤维板2404,20230418,20240416,DCE +2039,P1705.DCE,P1705,棕榈油1705,20160517,20170515,DCE +2040,A1411.DCE,A1411,豆一1411,20130516,20141114,DCE +2041,M1701.DCE,M1701,豆粕1701,20160118,20170116,DCE +2042,B2210.DCE,B2210,豆二2210,20211022,20221021,DCE +2043,M0512.DCE,M0512,豆粕0512,20050815,20051214,DCE +2044,LH2405.DCE,LH2405,生猪2405,20230529,20240528,DCE +2045,A1307.DCE,A1307,豆一1307,20120118,20130712,DCE +2046,I1504.DCE,I1504,铁矿石1504,20140416,20150415,DCE +2047,V1509.DCE,V1509,PVC1509,20140916,20150916,DCE +2048,I1609.DCE,I1609,铁矿石1609,20150917,20160914,DCE +2049,JD1603.DCE,JD1603,鸡蛋1603,20150316,20160314,DCE +2050,FB2310.DCE,FB2310,纤维板2310,20221024,20231020,DCE +2051,J1508.DCE,J1508,焦炭1508,20140815,20150814,DCE +2052,FB1709.DCE,FB1709,纤维板1709,20160919,20170914,DCE +2053,LH2505.DCE,LH2505,生猪2505,20240529,20250527,DCE +2054,A2405.DCE,A2405,豆一2405,20230518,20240517,DCE +2055,BB2501.DCE,BB2501,胶合板2501,20240116,20250115,DCE +2056,M0405.DCE,M0405,豆粕0405,20030526,20040521,DCE +2057,V1207.DCE,V1207,PVC1207,20110715,20120713,DCE +2058,Y2507.DCE,Y2507,豆油2507,20240715,20250714,DCE +2059,I2011.DCE,I2011,铁矿石2011,20191115,20201113,DCE +2060,V2011.DCE,V2011,PVC2011,20191115,20201113,DCE +2061,PP2011.DCE,PP2011,聚丙烯2011,20191115,20201113,DCE +2062,P2011.DCE,P2011,棕榈油2011,20191115,20201113,DCE +2063,L2011.DCE,L2011,塑料2011,20191115,20201113,DCE +2064,JM2011.DCE,JM2011,焦煤2011,20191115,20201113,DCE +2065,J2011.DCE,J2011,焦炭2011,20191115,20201113,DCE +2066,B2011.DCE,B2011,豆二2011,20191115,20201113,DCE +2067,BB2011.DCE,BB2011,胶合板2011,20191115,20201113,DCE +2068,CS2011.DCE,CS2011,玉米淀粉2011,20191115,20201113,DCE +2069,C2011.DCE,C2011,玉米2011,20191115,20201113,DCE +2070,M2011.DCE,M2011,豆粕2011,20191115,20201113,DCE +2071,Y2011.DCE,Y2011,豆油2011,20191115,20201113,DCE +2072,A2011.DCE,A2011,豆一2011,20191115,20201113,DCE +2073,C2411.DCE,C2411,玉米2411,20231115,20241114,DCE +2074,JM2408.DCE,JM2408,焦煤2408,20230815,20240814,DCE +2075,A0205.DCE,A0205,豆一0205,20010522,20020521,DCE +2076,A0209.DCE,A0209,豆一0209,20010917,20020913,DCE +2077,JD1512.DCE,JD1512,鸡蛋1512,20141215,20151214,DCE +2078,B0805.DCE,B0805,豆二0805,20070522,20080516,DCE +2079,P1009.DCE,P1009,棕榈油1009,20090915,20100914,DCE +2080,M0307.DCE,M0307,豆粕0307,20020715,20030714,DCE +2081,EB2105.DCE,EB2105,苯乙烯2105,20200527,20210526,DCE +2082,EG2105.DCE,EG2105,乙二醇2105,20200527,20210526,DCE +2083,JD2105.DCE,JD2105,鸡蛋2105,20200527,20210526,DCE +2084,PG2105.DCE,PG2105,LPG2105,20200527,20210526,DCE +2085,V1308.DCE,V1308,PVC1308,20120815,20130814,DCE +2086,B0801.DCE,B0801,豆二0801,20070118,20080115,DCE +2087,M0207.DCE,M0207,豆粕0207,20010716,20020712,DCE +2088,CS2409.DCE,CS2409,玉米淀粉2409,20230915,20240913,DCE +2089,PP1601.DCE,PP1601,聚丙烯1601,20150119,20160115,DCE +2090,I1410.DCE,I1410,铁矿石1410,20131022,20141021,DCE +2091,A9911.DCE,A9911,豆一9911,19990104,19991112,DCE +2092,P1211.DCE,P1211,棕榈油1211,20111115,20121114,DCE +2093,Y1501.DCE,Y1501,豆油1501,20140116,20150116,DCE +2094,P1611.DCE,P1611,棕榈油1611,20151116,20161114,DCE +2095,BB2401.DCE,BB2401,胶合板2401,20230117,20240115,DCE +2096,L1309.DCE,L1309,塑料1309,20120917,20130913,DCE +2097,L1611.DCE,L1611,塑料1611,20151116,20161114,DCE +2098,C0709.DCE,C0709,玉米0709,20060915,20070914,DCE +2099,JD2303.DCE,JD2303,鸡蛋2303,20220329,20230328,DCE +2100,EG2004.DCE,EG2004,乙二醇2004,20190426,20200427,DCE +2101,JD2004.DCE,JD2004,鸡蛋2004,20190426,20200427,DCE +2102,M1603.DCE,M1603,豆粕1603,20150316,20160314,DCE +2103,EG2412.DCE,EG2412,乙二醇2412,20231227,20241226,DCE +2104,V1208.DCE,V1208,PVC1208,20110815,20120814,DCE +2105,JM2511.DCE,JM2511,焦煤2511,20241115,20251114,DCE +2106,BB2211.DCE,BB2211,胶合板2211,20211115,20221114,DCE +2107,J2308.DCE,J2308,焦炭2308,20220815,20230814,DCE +2108,EB2510.DCE,EB2510,苯乙烯2510,20241029,20251028,DCE +2109,A1109.DCE,A1109,豆一1109,20100315,20110915,DCE +2110,EG1906.DCE,EG1906,乙二醇1906,20181210,20190625,DCE +2111,EG1907.DCE,EG1907,乙二醇1907,20181210,20190726,DCE +2112,EG1908.DCE,EG1908,乙二醇1908,20181210,20190827,DCE +2113,EG1909.DCE,EG1909,乙二醇1909,20181210,20190925,DCE +2114,EG1910.DCE,EG1910,乙二醇1910,20181210,20191028,DCE +2115,EG1911.DCE,EG1911,乙二醇1911,20181210,20191126,DCE +2116,B0809.DCE,B0809,豆二0809,20070917,20080912,DCE +2117,J2207.DCE,J2207,焦炭2207,20210715,20220714,DCE +2118,LH2303.DCE,LH2303,生猪2303,20220329,20230328,DCE +2119,PG2302.DCE,PG2302,LPG2302,20220224,20230223,DCE +2120,JD2302.DCE,JD2302,鸡蛋2302,20220224,20230223,DCE +2121,RR2412.DCE,RR2412,粳米2412,20231215,20241213,DCE +2122,L1507.DCE,L1507,塑料1507,20140715,20150714,DCE +2123,V2310.DCE,V2310,PVC2310,20221024,20231020,DCE +2124,A0207.DCE,A0207,豆一0207,20010716,20020712,DCE +2125,B1205.DCE,B1205,豆二1205,20110517,20120515,DCE +2126,M0505.DCE,M0505,豆粕0505,20040524,20050520,DCE +2127,CS1707.DCE,CS1707,玉米淀粉1707,20160715,20170714,DCE +2128,V1302.DCE,V1302,PVC1302,20120215,20130221,DCE +2129,CS1609.DCE,CS1609,玉米淀粉1609,20150917,20160914,DCE +2130,V1210.DCE,V1210,PVC1210,20111024,20121019,DCE +2131,A0007.DCE,A0007,豆一0007,19990715,20000714,DCE +2132,M0511.DCE,M0511,豆粕0511,20041115,20051114,DCE +2133,EB2109.DCE,EB2109,苯乙烯2109,20200928,20210927,DCE +2134,JD2109.DCE,JD2109,鸡蛋2109,20200928,20210927,DCE +2135,EG2109.DCE,EG2109,乙二醇2109,20200928,20210927,DCE +2136,PG2109.DCE,PG2109,LPG2109,20200928,20210927,DCE +2137,P1001.DCE,P1001,棕榈油1001,20090119,20100115,DCE +2138,J1711.DCE,J1711,焦炭1711,20161115,20171114,DCE +2139,V1407.DCE,V1407,PVC1407,20130715,20140714,DCE +2140,A2007.DCE,A2007,豆一2007,20190715,20200714,DCE +2141,B2007.DCE,B2007,豆二2007,20190715,20200714,DCE +2142,BB2007.DCE,BB2007,胶合板2007,20190715,20200714,DCE +2143,C2007.DCE,C2007,玉米2007,20190715,20200714,DCE +2144,CS2007.DCE,CS2007,玉米淀粉2007,20190715,20200714,DCE +2145,FB2007.DCE,FB2007,纤维板2007,20190715,20200714,DCE +2146,I2007.DCE,I2007,铁矿石2007,20190715,20200714,DCE +2147,J2007.DCE,J2007,焦炭2007,20190715,20200714,DCE +2148,JM2007.DCE,JM2007,焦煤2007,20190715,20200714,DCE +2149,L2007.DCE,L2007,塑料2007,20190715,20200714,DCE +2150,M2007.DCE,M2007,豆粕2007,20190715,20200714,DCE +2151,P2007.DCE,P2007,棕榈油2007,20190715,20200714,DCE +2152,PP2007.DCE,PP2007,聚丙烯2007,20190715,20200714,DCE +2153,V2007.DCE,V2007,PVC2007,20190715,20200714,DCE +2154,Y2007.DCE,Y2007,豆油2007,20190715,20200714,DCE +2155,I1411.DCE,I1411,铁矿石1411,20131115,20141114,DCE +2156,L1710.DCE,L1710,塑料1710,20161024,20171020,DCE +2157,L1106.DCE,L1106,塑料1106,20100618,20110615,DCE +2158,C0603.DCE,C0603,玉米0603,20050315,20060314,DCE +2159,P1405.DCE,P1405,棕榈油1405,20130516,20140516,DCE +2160,A1911.DCE,A1911,豆一1911,20180516,20191114,DCE +2161,B1905.DCE,B1905,豆二1905,20180516,20190517,DCE +2162,BB1905.DCE,BB1905,胶合板1905,20180516,20190517,DCE +2163,C1905.DCE,C1905,玉米1905,20180516,20190517,DCE +2164,CS1905.DCE,CS1905,玉米淀粉1905,20180516,20190517,DCE +2165,FB1905.DCE,FB1905,纤维板1905,20180516,20190517,DCE +2166,I1905.DCE,I1905,铁矿石1905,20180516,20190517,DCE +2167,J1905.DCE,J1905,焦炭1905,20180516,20190517,DCE +2168,JM1905.DCE,JM1905,焦煤1905,20180516,20190517,DCE +2169,L1905.DCE,L1905,塑料1905,20180516,20190517,DCE +2170,M1905.DCE,M1905,豆粕1905,20180516,20190517,DCE +2171,P1905.DCE,P1905,棕榈油1905,20180516,20190517,DCE +2172,PP1905.DCE,PP1905,聚丙烯1905,20180516,20190517,DCE +2173,V1905.DCE,V1905,PVC1905,20180516,20190517,DCE +2174,Y1905.DCE,Y1905,豆油1905,20180516,20190517,DCE +2175,L2402.DCE,L2402,塑料2402,20230215,20240222,DCE +2176,JM1308.DCE,JM1308,焦煤1308,20130322,20130814,DCE +2177,CS2405.DCE,CS2405,玉米淀粉2405,20230518,20240517,DCE +2178,P1304.DCE,P1304,棕榈油1304,20120419,20130416,DCE +2179,A1707.DCE,A1707,豆一1707,20160118,20170714,DCE +2180,PG2211.DCE,PG2211,LPG2211,20211126,20221125,DCE +2181,PG2209.DCE,PG2209,LPG2209,20210928,20220927,DCE +2182,A0705.DCE,A0705,豆一0705,20051115,20070521,DCE +2183,JD1805.DCE,JD1805,鸡蛋1805,20170525,20180528,DCE +2184,Y2401.DCE,Y2401,豆油2401,20230117,20240115,DCE +2185,JD2304.DCE,JD2304,鸡蛋2304,20220427,20230425,DCE +2186,P1710.DCE,P1710,棕榈油1710,20161024,20171020,DCE +2187,BB1607.DCE,BB1607,胶合板1607,20150715,20160714,DCE +2188,FB2501.DCE,FB2501,纤维板2501,20240116,20250115,DCE +2189,CS2411.DCE,CS2411,玉米淀粉2411,20231115,20241114,DCE +2190,JD1901.DCE,JD1901,鸡蛋1901,20180129,20190128,DCE +2191,J2302.DCE,J2302,焦炭2302,20220221,20230214,DCE +2192,L1612.DCE,L1612,塑料1612,20151215,20161214,DCE +2193,C2401.DCE,C2401,玉米2401,20230117,20240115,DCE +2194,P1602.DCE,P1602,棕榈油1602,20150216,20160219,DCE +2195,C1703.DCE,C1703,玉米1703,20160315,20170314,DCE +2196,M0807.DCE,M0807,豆粕0807,20070716,20080714,DCE +2197,A2109.DCE,A2109,豆一2109,20200915,20210914,DCE +2198,B2109.DCE,B2109,豆二2109,20200915,20210914,DCE +2199,BB2109.DCE,BB2109,胶合板2109,20200915,20210914,DCE +2200,C2109.DCE,C2109,玉米2109,20200915,20210914,DCE +2201,CS2109.DCE,CS2109,玉米淀粉2109,20200915,20210914,DCE +2202,FB2109.DCE,FB2109,纤维板2109,20200915,20210914,DCE +2203,I2109.DCE,I2109,铁矿石2109,20200915,20210914,DCE +2204,J2109.DCE,J2109,焦炭2109,20200915,20210914,DCE +2205,JM2109.DCE,JM2109,焦煤2109,20200915,20210914,DCE +2206,L2109.DCE,L2109,塑料2109,20200915,20210914,DCE +2207,M2109.DCE,M2109,豆粕2109,20200915,20210914,DCE +2208,P2109.DCE,P2109,棕榈油2109,20200915,20210914,DCE +2209,PP2109.DCE,PP2109,聚丙烯2109,20200915,20210914,DCE +2210,RR2109.DCE,RR2109,粳米2109,20200915,20210914,DCE +2211,V2109.DCE,V2109,PVC2109,20200915,20210914,DCE +2212,Y2109.DCE,Y2109,豆油2109,20200915,20210914,DCE +2213,L1402.DCE,L1402,塑料1402,20130222,20140220,DCE +2214,P0911.DCE,P0911,棕榈油0911,20081117,20091113,DCE +2215,BB1810.DCE,BB1810,胶合板1810,20171023,20181019,DCE +2216,FB1810.DCE,FB1810,纤维板1810,20171023,20181019,DCE +2217,I1810.DCE,I1810,铁矿石1810,20171023,20181019,DCE +2218,J1810.DCE,J1810,焦炭1810,20171023,20181019,DCE +2219,JM1810.DCE,JM1810,焦煤1810,20171023,20181019,DCE +2220,L1810.DCE,L1810,塑料1810,20171023,20181019,DCE +2221,P1810.DCE,P1810,棕榈油1810,20171023,20181019,DCE +2222,PP1810.DCE,PP1810,聚丙烯1810,20171023,20181019,DCE +2223,V1810.DCE,V1810,PVC1810,20171023,20181019,DCE +2224,P2302.DCE,P2302,棕榈油2302,20220221,20230214,DCE +2225,FB1703.DCE,FB1703,纤维板1703,20160315,20170314,DCE +2226,EB2309.DCE,EB2309,苯乙烯2309,20220928,20230925,DCE +2227,M1108.DCE,M1108,豆粕1108,20100816,20110812,DCE +2228,I1701.DCE,I1701,铁矿石1701,20160118,20170116,DCE +2229,Y0907.DCE,Y0907,豆油0907,20080715,20090714,DCE +2230,M1212.DCE,M1212,豆粕1212,20111215,20121214,DCE +2231,V2508.DCE,V2508,PVC2508,20240815,20250814,DCE +2232,P1612.DCE,P1612,棕榈油1612,20151215,20161214,DCE +2233,B0911.DCE,B0911,豆二0911,20081117,20091113,DCE +2234,PP2507.DCE,PP2507,聚丙烯2507,20240715,20250714,DCE +2235,FB1612.DCE,FB1612,纤维板1612,20151215,20161214,DCE +2236,V2210.DCE,V2210,PVC2210,20211022,20221021,DCE +2237,PG2304.DCE,PG2304,LPG2304,20220427,20230425,DCE +2238,JD1411.DCE,JD1411,鸡蛋1411,20131115,20141114,DCE +2239,V2412.DCE,V2412,PVC2412,20231215,20241213,DCE +2240,P1403.DCE,P1403,棕榈油1403,20130315,20140314,DCE +2241,C1503.DCE,C1503,玉米1503,20140317,20150313,DCE +2242,V1305.DCE,V1305,PVC1305,20120516,20130515,DCE +2243,JD1404.DCE,JD1404,鸡蛋1404,20131108,20140415,DCE +2244,A1711.DCE,A1711,豆一1711,20160517,20171114,DCE +2245,A0109.DCE,A0109,豆一0109,20000915,20010914,DCE +2246,JM2505.DCE,JM2505,焦煤2505,20240520,20250519,DCE +2247,I1707.DCE,I1707,铁矿石1707,20160715,20170714,DCE +2248,RR2404.DCE,RR2404,粳米2404,20230418,20240416,DCE +2249,M0705.DCE,M0705,豆粕0705,20060522,20070521,DCE +2250,BB1509.DCE,BB1509,胶合板1509,20140916,20150916,DCE +2251,BB1705.DCE,BB1705,胶合板1705,20160517,20170515,DCE +2252,B1409.DCE,B1409,豆二1409,20130916,20140915,DCE +2253,PP2309.DCE,PP2309,聚丙烯2309,20220916,20230914,DCE +2254,P2308.DCE,P2308,棕榈油2308,20220815,20230814,DCE +2255,B2409.DCE,B2409,豆二2409,20230915,20240913,DCE +2256,A1007.DCE,A1007,豆一1007,20090119,20100714,DCE +2257,J1406.DCE,J1406,焦炭1406,20130620,20140616,DCE +2258,L1511.DCE,L1511,塑料1511,20141117,20151113,DCE +2259,J2311.DCE,J2311,焦炭2311,20221115,20231114,DCE +2260,J2210.DCE,J2210,焦炭2210,20211022,20221021,DCE +2261,V1605.DCE,V1605,PVC1605,20150518,20160516,DCE +2262,FB1502.DCE,FB1502,纤维板1502,20140221,20150213,DCE +2263,P2506.DCE,P2506,棕榈油2506,20240618,20250617,DCE +2264,L1509.DCE,L1509,塑料1509,20140916,20150916,DCE +2265,C2405.DCE,C2405,玉米2405,20230518,20240517,DCE +2266,L2401.DCE,L2401,塑料2401,20230117,20240115,DCE +2267,A1003.DCE,A1003,豆一1003,20080916,20100312,DCE +2268,P1207.DCE,P1207,棕榈油1207,20110715,20120713,DCE +2269,EB2303.DCE,EB2303,苯乙烯2303,20220329,20230328,DCE +2270,L1508.DCE,L1508,塑料1508,20140815,20150814,DCE +2271,A0805.DCE,A0805,豆一0805,20061115,20080516,DCE +2272,C1109.DCE,C1109,玉米1109,20100915,20110915,DCE +2273,Y2505.DCE,Y2505,豆油2505,20240520,20250519,DCE +2274,A1111.DCE,A1111,豆一1111,20100518,20111114,DCE +2275,M1107.DCE,M1107,豆粕1107,20100715,20110714,DCE +2276,L1506.DCE,L1506,塑料1506,20140617,20150612,DCE +2277,FB1603.DCE,FB1603,纤维板1603,20150316,20160314,DCE +2278,PG2011.DCE,PG2011,LPG2011,20200330,20201125,DCE +2279,PG2012.DCE,PG2012,LPG2012,20200330,20201228,DCE +2280,PG2101.DCE,PG2101,LPG2101,20200330,20210126,DCE +2281,PG2102.DCE,PG2102,LPG2102,20200330,20210223,DCE +2282,PG2103.DCE,PG2103,LPG2103,20200330,20210326,DCE +2283,BB1504.DCE,BB1504,胶合板1504,20140416,20150415,DCE +2284,B1305.DCE,B1305,豆二1305,20120516,20130515,DCE +2285,Y1109.DCE,Y1109,豆油1109,20100915,20110915,DCE +2286,JD1412.DCE,JD1412,鸡蛋1412,20131216,20141212,DCE +2287,CS1511.DCE,CS1511,玉米淀粉1511,20141219,20151113,DCE +2288,M1003.DCE,M1003,豆粕1003,20090316,20100312,DCE +2289,P1502.DCE,P1502,棕榈油1502,20140221,20150213,DCE +2290,JD2503.DCE,JD2503,鸡蛋2503,20240327,20250326,DCE +2291,BB2405.DCE,BB2405,胶合板2405,20230518,20240517,DCE +2292,M1303.DCE,M1303,豆粕1303,20120315,20130314,DCE +2293,A2301.DCE,A2301,豆一2301,20220118,20230116,DCE +2294,Y0809.DCE,Y0809,豆油0809,20070917,20080912,DCE +2295,L1011.DCE,L1011,塑料1011,20091116,20101112,DCE +2296,P1102.DCE,P1102,棕榈油1102,20100222,20110221,DCE +2297,FB1510.DCE,FB1510,纤维板1510,20141022,20151021,DCE +2298,A0311.DCE,A0311,豆一0311,20020522,20031114,DCE +2299,V1501.DCE,V1501,PVC1501,20140116,20150116,DCE +2300,P2403.DCE,P2403,棕榈油2403,20230315,20240314,DCE +2301,LH2307.DCE,LH2307,生猪2307,20220727,20230726,DCE +2302,JM1510.DCE,JM1510,焦煤1510,20141022,20151021,DCE +2303,PP1506.DCE,PP1506,聚丙烯1506,20140617,20150612,DCE +2304,EG2011.DCE,EG2011,乙二醇2011,20191127,20201125,DCE +2305,JD2011.DCE,JD2011,鸡蛋2011,20191127,20201125,DCE +2306,EB2302.DCE,EB2302,苯乙烯2302,20220224,20230223,DCE +2307,PG2509.DCE,PG2509,LPG2509,20240926,20250925,DCE +2308,PP1608.DCE,PP1608,聚丙烯1608,20150817,20160812,DCE +2309,C1409.DCE,C1409,玉米1409,20130916,20140915,DCE +2310,P1303.DCE,P1303,棕榈油1303,20120315,20130314,DCE +2311,B1711.DCE,B1711,豆二1711,20161115,20171114,DCE +2312,V1707.DCE,V1707,PVC1707,20160715,20170714,DCE +2313,JD2307.DCE,JD2307,鸡蛋2307,20220727,20230726,DCE +2314,I1702.DCE,I1702,铁矿石1702,20160222,20170216,DCE +2315,A0607.DCE,A0607,豆一0607,20050118,20060714,DCE +2316,M2407.DCE,M2407,豆粕2407,20230717,20240712,DCE +2317,JD1406.DCE,JD1406,鸡蛋1406,20131108,20140616,DCE +2318,C2511.DCE,C2511,玉米2511,20241115,20251114,DCE +2319,M0909.DCE,M0909,豆粕0909,20080916,20090914,DCE +2320,P2507.DCE,P2507,棕榈油2507,20240715,20250714,DCE +2321,M0903.DCE,M0903,豆粕0903,20080317,20090313,DCE +2322,P1201.DCE,P1201,棕榈油1201,20110118,20120117,DCE +2323,Y0709.DCE,Y0709,豆油0709,20060915,20070914,DCE +2324,PP2212.DCE,PP2212,聚丙烯2212,20211215,20221214,DCE +2325,M0803.DCE,M0803,豆粕0803,20070315,20080314,DCE +2326,M1707.DCE,M1707,豆粕1707,20160715,20170714,DCE +2327,L1102.DCE,L1102,塑料1102,20100222,20110221,DCE +2328,B1107.DCE,B1107,豆二1107,20100715,20110714,DCE +2329,V1610.DCE,V1610,PVC1610,20151022,20161021,DCE +2330,C0811.DCE,C0811,玉米0811,20071115,20081114,DCE +2331,L1709.DCE,L1709,塑料1709,20160919,20170914,DCE +2332,C0707.DCE,C0707,玉米0707,20060717,20070713,DCE +2333,M2508.DCE,M2508,豆粕2508,20240815,20250814,DCE +2334,A1905.DCE,A1905,豆一1905,20171115,20190517,DCE +2335,B1811.DCE,B1811,豆二1811,20171115,20181114,DCE +2336,BB1811.DCE,BB1811,胶合板1811,20171115,20181114,DCE +2337,C1811.DCE,C1811,玉米1811,20171115,20181114,DCE +2338,CS1811.DCE,CS1811,玉米淀粉1811,20171115,20181114,DCE +2339,FB1811.DCE,FB1811,纤维板1811,20171115,20181114,DCE +2340,I1811.DCE,I1811,铁矿石1811,20171115,20181114,DCE +2341,J1811.DCE,J1811,焦炭1811,20171115,20181114,DCE +2342,JM1811.DCE,JM1811,焦煤1811,20171115,20181114,DCE +2343,L1811.DCE,L1811,塑料1811,20171115,20181114,DCE +2344,M1811.DCE,M1811,豆粕1811,20171115,20181114,DCE +2345,P1811.DCE,P1811,棕榈油1811,20171115,20181114,DCE +2346,PP1811.DCE,PP1811,聚丙烯1811,20171115,20181114,DCE +2347,V1811.DCE,V1811,PVC1811,20171115,20181114,DCE +2348,Y1811.DCE,Y1811,豆油1811,20171115,20181114,DCE +2349,J1209.DCE,J1209,焦炭1209,20110916,20120914,DCE +2350,M0707.DCE,M0707,豆粕0707,20060717,20070713,DCE +2351,Y1208.DCE,Y1208,豆油1208,20110815,20120814,DCE +2352,A0911.DCE,A0911,豆一0911,20080519,20091113,DCE +2353,M2211.DCE,M2211,豆粕2211,20211115,20221114,DCE +2354,V1106.DCE,V1106,PVC1106,20100618,20110615,DCE +2355,C1411.DCE,C1411,玉米1411,20131115,20141114,DCE +2356,V1102.DCE,V1102,PVC1102,20100222,20110221,DCE +2357,J2501.DCE,J2501,焦炭2501,20240116,20250115,DCE +2358,P1504.DCE,P1504,棕榈油1504,20140416,20150415,DCE +2359,EG2302.DCE,EG2302,乙二醇2302,20220224,20230223,DCE +2360,L1701.DCE,L1701,塑料1701,20160118,20170116,DCE +2361,L1209.DCE,L1209,塑料1209,20110916,20120914,DCE +2362,J1307.DCE,J1307,焦炭1307,20120716,20130712,DCE +2363,L1609.DCE,L1609,塑料1609,20150917,20160914,DCE +2364,M1201.DCE,M1201,豆粕1201,20110118,20120117,DCE +2365,A0111.DCE,A0111,豆一0111,20001115,20011114,DCE +2366,B1309.DCE,B1309,豆二1309,20120917,20130913,DCE +2367,L1702.DCE,L1702,塑料1702,20160222,20170216,DCE +2368,L1606.DCE,L1606,塑料1606,20150615,20160616,DCE +2369,CS1509.DCE,CS1509,玉米淀粉1509,20141219,20150916,DCE +2370,EB2211.DCE,EB2211,苯乙烯2211,20211126,20221125,DCE +2371,V1303.DCE,V1303,PVC1303,20120315,20130314,DCE +2372,C1211.DCE,C1211,玉米1211,20111115,20121114,DCE +2373,JM1710.DCE,JM1710,焦煤1710,20161024,20171020,DCE +2374,BB1802.DCE,BB1802,胶合板1802,20170217,20180214,DCE +2375,FB1802.DCE,FB1802,纤维板1802,20170217,20180214,DCE +2376,I1802.DCE,I1802,铁矿石1802,20170217,20180214,DCE +2377,J1802.DCE,J1802,焦炭1802,20170217,20180214,DCE +2378,JD1802.DCE,JD1802,鸡蛋1802,20170217,20180223,DCE +2379,JM1802.DCE,JM1802,焦煤1802,20170217,20180214,DCE +2380,L1802.DCE,L1802,塑料1802,20170217,20180214,DCE +2381,P1802.DCE,P1802,棕榈油1802,20170217,20180214,DCE +2382,PP1802.DCE,PP1802,聚丙烯1802,20170217,20180214,DCE +2383,V1802.DCE,V1802,PVC1802,20170217,20180214,DCE +2384,P1607.DCE,P1607,棕榈油1607,20150715,20160714,DCE +2385,LH2507.DCE,LH2507,生猪2507,20240729,20250728,DCE +2386,B2312.DCE,B2312,豆二2312,20221215,20231214,DCE +2387,PG2402.DCE,PG2402,LPG2402,20230224,20240226,DCE +2388,A0901.DCE,A0901,豆一0901,20070716,20090116,DCE +2389,JM1601.DCE,JM1601,焦煤1601,20150119,20160115,DCE +2390,Y2308.DCE,Y2308,豆油2308,20220815,20230814,DCE +2391,P1506.DCE,P1506,棕榈油1506,20140617,20150612,DCE +2392,Y0901.DCE,Y0901,豆油0901,20080116,20090116,DCE +2393,PP2303.DCE,PP2303,聚丙烯2303,20220315,20230314,DCE +2394,B0609.DCE,B0609,豆二0609,20051010,20060914,DCE +2395,BB1701.DCE,BB1701,胶合板1701,20160118,20170116,DCE +2396,P0802.DCE,P0802,棕榈油0802,20071029,20080221,DCE +2397,JM1607.DCE,JM1607,焦煤1607,20150715,20160714,DCE +2398,P1006.DCE,P1006,棕榈油1006,20090615,20100617,DCE +2399,B2311.DCE,B2311,豆二2311,20221115,20231114,DCE +2400,V1710.DCE,V1710,PVC1710,20161024,20171020,DCE +2401,Y2511.DCE,Y2511,豆油2511,20241115,20251114,DCE +2402,M0607.DCE,M0607,豆粕0607,20050815,20060714,DCE +2403,L2405.DCE,L2405,塑料2405,20230518,20240517,DCE +2404,B0811.DCE,B0811,豆二0811,20071115,20081114,DCE +2405,M1608.DCE,M1608,豆粕1608,20150817,20160812,DCE +2406,PP2405.DCE,PP2405,聚丙烯2405,20230518,20240517,DCE +2407,M0311.DCE,M0311,豆粕0311,20030102,20031114,DCE +2408,A0509.DCE,A0509,豆一0509,20040315,20050914,DCE +2409,I1711.DCE,I1711,铁矿石1711,20161115,20171114,DCE +2410,BB2410.DCE,BB2410,胶合板2410,20231023,20241021,DCE +2411,B0807.DCE,B0807,豆二0807,20070716,20080714,DCE +2412,Y1703.DCE,Y1703,豆油1703,20160315,20170314,DCE +2413,B2012.DCE,B2012,豆二2012,20191216,20201214,DCE +2414,BB2012.DCE,BB2012,胶合板2012,20191216,20201214,DCE +2415,FB2012.DCE,FB2012,纤维板2012,20191216,20201214,DCE +2416,I2012.DCE,I2012,铁矿石2012,20191216,20201214,DCE +2417,J2012.DCE,J2012,焦炭2012,20191216,20201214,DCE +2418,JM2012.DCE,JM2012,焦煤2012,20191216,20201214,DCE +2419,L2012.DCE,L2012,塑料2012,20191216,20201214,DCE +2420,M2012.DCE,M2012,豆粕2012,20191216,20201214,DCE +2421,P2012.DCE,P2012,棕榈油2012,20191216,20201214,DCE +2422,PP2012.DCE,PP2012,聚丙烯2012,20191216,20201214,DCE +2423,RR2012.DCE,RR2012,粳米2012,20191216,20201214,DCE +2424,V2012.DCE,V2012,PVC2012,20191216,20201214,DCE +2425,Y2012.DCE,Y2012,豆油2012,20191216,20201214,DCE +2426,V1412.DCE,V1412,PVC1412,20131216,20141212,DCE +2427,EB2004.DCE,EB2004,苯乙烯2004,20190926,20200427,DCE +2428,EB2005.DCE,EB2005,苯乙烯2005,20190926,20200526,DCE +2429,EB2006.DCE,EB2006,苯乙烯2006,20190926,20200623,DCE +2430,EB2007.DCE,EB2007,苯乙烯2007,20190926,20200728,DCE +2431,EB2008.DCE,EB2008,苯乙烯2008,20190926,20200826,DCE +2432,EB2009.DCE,EB2009,苯乙烯2009,20190926,20200925,DCE +2433,EB2112.DCE,EB2112,苯乙烯2112,20201229,20211228,DCE +2434,EG2112.DCE,EG2112,乙二醇2112,20201229,20211228,DCE +2435,JD2112.DCE,JD2112,鸡蛋2112,20201229,20211228,DCE +2436,PG2112.DCE,PG2112,LPG2112,20201229,20211228,DCE +2437,J1511.DCE,J1511,焦炭1511,20141117,20151113,DCE +2438,I1712.DCE,I1712,铁矿石1712,20161215,20171214,DCE +2439,M1009.DCE,M1009,豆粕1009,20090915,20100914,DCE +2440,Y1408.DCE,Y1408,豆油1408,20130815,20140814,DCE +2441,V1702.DCE,V1702,PVC1702,20160222,20170216,DCE +2442,A0307.DCE,A0307,豆一0307,20020315,20030714,DCE +2443,JM2404.DCE,JM2404,焦煤2404,20230418,20240416,DCE +2444,I1406.DCE,I1406,铁矿石1406,20131018,20140616,DCE +2445,I2510.DCE,I2510,铁矿石2510,20241022,20251021,DCE +2446,JD1505.DCE,JD1505,鸡蛋1505,20140519,20150515,DCE +2447,B1011.DCE,B1011,豆二1011,20091116,20101112,DCE +2448,P2211.DCE,P2211,棕榈油2211,20211115,20221114,DCE +2449,C1103.DCE,C1103,玉米1103,20100315,20110314,DCE +2450,B2206.DCE,B2206,豆二2206,20210616,20220615,DCE +2451,BB2206.DCE,BB2206,胶合板2206,20210616,20220615,DCE +2452,FB2206.DCE,FB2206,纤维板2206,20210616,20220615,DCE +2453,I2206.DCE,I2206,铁矿石2206,20210616,20220615,DCE +2454,J2206.DCE,J2206,焦炭2206,20210616,20220615,DCE +2455,JM2206.DCE,JM2206,焦煤2206,20210616,20220615,DCE +2456,L2206.DCE,L2206,塑料2206,20210616,20220615,DCE +2457,P2206.DCE,P2206,棕榈油2206,20210616,20220615,DCE +2458,PP2206.DCE,PP2206,聚丙烯2206,20210616,20220615,DCE +2459,RR2206.DCE,RR2206,粳米2206,20210616,20220615,DCE +2460,V2206.DCE,V2206,PVC2206,20210616,20220615,DCE +2461,FB2302.DCE,FB2302,纤维板2302,20220221,20230214,DCE +2462,P1104.DCE,P1104,棕榈油1104,20100416,20110418,DCE +2463,A1209.DCE,A1209,豆一1209,20110315,20120914,DCE +2464,J1208.DCE,J1208,焦炭1208,20110815,20120814,DCE +2465,CS1711.DCE,CS1711,玉米淀粉1711,20161115,20171114,DCE +2466,M2303.DCE,M2303,豆粕2303,20220315,20230314,DCE +2467,P1109.DCE,P1109,棕榈油1109,20100915,20110915,DCE +2468,RR2402.DCE,RR2402,粳米2402,20230215,20240222,DCE +2469,Y2211.DCE,Y2211,豆油2211,20211115,20221114,DCE +2470,PG2407.DCE,PG2407,LPG2407,20230727,20240726,DCE +2471,M1309.DCE,M1309,豆粕1309,20120917,20130913,DCE +2472,P1505.DCE,P1505,棕榈油1505,20140519,20150515,DCE +2473,L1610.DCE,L1610,塑料1610,20151022,20161021,DCE +2474,C1303.DCE,C1303,玉米1303,20120315,20130314,DCE +2475,C0507.DCE,C0507,玉米0507,20040922,20050714,DCE +2476,RR2302.DCE,RR2302,粳米2302,20220221,20230214,DCE +2477,J1601.DCE,J1601,焦炭1601,20150119,20160115,DCE +2478,V1507.DCE,V1507,PVC1507,20140715,20150714,DCE +2479,P2503.DCE,P2503,棕榈油2503,20240315,20250314,DCE +2480,BB1510.DCE,BB1510,胶合板1510,20141022,20151021,DCE +2481,L1711.DCE,L1711,塑料1711,20161115,20171114,DCE +2482,P0801.DCE,P0801,棕榈油0801,20071029,20080115,DCE +2483,P1410.DCE,P1410,棕榈油1410,20131022,20141021,DCE +2484,JD2403.DCE,JD2403,鸡蛋2403,20230329,20240326,DCE +2485,B1301.DCE,B1301,豆二1301,20120118,20130117,DCE +2486,Y2212.DCE,Y2212,豆油2212,20211215,20221214,DCE +2487,V1307.DCE,V1307,PVC1307,20120716,20130712,DCE +2488,M1308.DCE,M1308,豆粕1308,20120815,20130814,DCE +2489,I1506.DCE,I1506,铁矿石1506,20140617,20150612,DCE +2490,B0503.DCE,B0503,豆二0503,20041222,20050314,DCE +2491,V1409.DCE,V1409,PVC1409,20130916,20140915,DCE +2492,P1703.DCE,P1703,棕榈油1703,20160315,20170314,DCE +2493,LH2403.DCE,LH2403,生猪2403,20230329,20240326,DCE +2494,L1212.DCE,L1212,塑料1212,20111215,20121214,DCE +2495,EB2504.DCE,EB2504,苯乙烯2504,20240426,20250425,DCE +2496,PP2509.DCE,PP2509,聚丙烯2509,20240918,20250912,DCE +2497,FB2405.DCE,FB2405,纤维板2405,20230518,20240517,DCE +2498,RR2001.DCE,RR2001,粳米2001,20190816,20200115,DCE +2499,RR2002.DCE,RR2002,粳米2002,20190816,20200214,DCE +2500,RR2003.DCE,RR2003,粳米2003,20190816,20200313,DCE +2501,RR2004.DCE,RR2004,粳米2004,20190816,20200415,DCE +2502,RR2005.DCE,RR2005,粳米2005,20190816,20200519,DCE +2503,RR2006.DCE,RR2006,粳米2006,20190816,20200612,DCE +2504,RR2007.DCE,RR2007,粳米2007,20190816,20200714,DCE +2505,RR2008.DCE,RR2008,粳米2008,20190816,20200814,DCE +2506,RR2406.DCE,RR2406,粳米2406,20230615,20240617,DCE +2507,B2508.DCE,B2508,豆二2508,20240815,20250814,DCE +2508,Y1111.DCE,Y1111,豆油1111,20101115,20111114,DCE +2509,J1311.DCE,J1311,焦炭1311,20121115,20131114,DCE +2510,L0907.DCE,L0907,塑料0907,20080715,20090714,DCE +2511,C0505.DCE,C0505,玉米0505,20040922,20050520,DCE +2512,L1009.DCE,L1009,塑料1009,20090915,20100914,DCE +2513,PP1509.DCE,PP1509,聚丙烯1509,20140916,20150916,DCE +2514,RR2505.DCE,RR2505,粳米2505,20240520,20250519,DCE +2515,I1409.DCE,I1409,铁矿石1409,20131018,20140915,DCE +2516,A1409.DCE,A1409,豆一1409,20130315,20140915,DCE +2517,A0401.DCE,A0401,豆一0401,20020715,20040115,DCE +2518,P1312.DCE,P1312,棕榈油1312,20121217,20131213,DCE +2519,B2106.DCE,B2106,豆二2106,20200615,20210615,DCE +2520,BB2106.DCE,BB2106,胶合板2106,20200615,20210615,DCE +2521,FB2106.DCE,FB2106,纤维板2106,20200615,20210615,DCE +2522,I2106.DCE,I2106,铁矿石2106,20200615,20210615,DCE +2523,J2106.DCE,J2106,焦炭2106,20200615,20210615,DCE +2524,JM2106.DCE,JM2106,焦煤2106,20200615,20210615,DCE +2525,L2106.DCE,L2106,塑料2106,20200615,20210615,DCE +2526,P2106.DCE,P2106,棕榈油2106,20200615,20210615,DCE +2527,PP2106.DCE,PP2106,聚丙烯2106,20200615,20210615,DCE +2528,RR2106.DCE,RR2106,粳米2106,20200615,20210615,DCE +2529,V2106.DCE,V2106,PVC2106,20200615,20210615,DCE +2530,J2410.DCE,J2410,焦炭2410,20231023,20241021,DCE +2531,PP1508.DCE,PP1508,聚丙烯1508,20140815,20150814,DCE +2532,EB2409.DCE,EB2409,苯乙烯2409,20230926,20240925,DCE +2533,V1506.DCE,V1506,PVC1506,20140617,20150612,DCE +2534,J1309.DCE,J1309,焦炭1309,20120917,20130913,DCE +2535,JM2302.DCE,JM2302,焦煤2302,20220221,20230214,DCE +2536,M0811.DCE,M0811,豆粕0811,20071115,20081114,DCE +2537,JM1606.DCE,JM1606,焦煤1606,20150615,20160616,DCE +2538,Y0708.DCE,Y0708,豆油0708,20060815,20070814,DCE +2539,M1709.DCE,M1709,豆粕1709,20160919,20170914,DCE +2540,M0408.DCE,M0408,豆粕0408,20030815,20040813,DCE +2541,A1611.DCE,A1611,豆一1611,20150518,20161114,DCE +2542,Y1511.DCE,Y1511,豆油1511,20141117,20151113,DCE +2543,V1304.DCE,V1304,PVC1304,20120419,20130416,DCE +2544,A2201.DCE,A2201,豆一2201,20210118,20220117,DCE +2545,B2201.DCE,B2201,豆二2201,20210118,20220117,DCE +2546,BB2201.DCE,BB2201,胶合板2201,20210118,20220117,DCE +2547,C2201.DCE,C2201,玉米2201,20210118,20220117,DCE +2548,CS2201.DCE,CS2201,玉米淀粉2201,20210118,20220117,DCE +2549,FB2201.DCE,FB2201,纤维板2201,20210118,20220117,DCE +2550,I2201.DCE,I2201,铁矿石2201,20210118,20220117,DCE +2551,J2201.DCE,J2201,焦炭2201,20210118,20220117,DCE +2552,JM2201.DCE,JM2201,焦煤2201,20210118,20220117,DCE +2553,L2201.DCE,L2201,塑料2201,20210118,20220117,DCE +2554,M2201.DCE,M2201,豆粕2201,20210118,20220117,DCE +2555,P2201.DCE,P2201,棕榈油2201,20210118,20220117,DCE +2556,PP2201.DCE,PP2201,聚丙烯2201,20210118,20220117,DCE +2557,RR2201.DCE,RR2201,粳米2201,20210118,20220117,DCE +2558,V2201.DCE,V2201,PVC2201,20210118,20220117,DCE +2559,Y2201.DCE,Y2201,豆油2201,20210118,20220117,DCE +2560,Y1005.DCE,Y1005,豆油1005,20090518,20100517,DCE +2561,Y1107.DCE,Y1107,豆油1107,20100715,20110714,DCE +2562,B2112.DCE,B2112,豆二2112,20201215,20211214,DCE +2563,BB2112.DCE,BB2112,胶合板2112,20201215,20211214,DCE +2564,FB2112.DCE,FB2112,纤维板2112,20201215,20211214,DCE +2565,I2112.DCE,I2112,铁矿石2112,20201215,20211214,DCE +2566,J2112.DCE,J2112,焦炭2112,20201215,20211214,DCE +2567,JM2112.DCE,JM2112,焦煤2112,20201215,20211214,DCE +2568,L2112.DCE,L2112,塑料2112,20201215,20211214,DCE +2569,M2112.DCE,M2112,豆粕2112,20201215,20211214,DCE +2570,P2112.DCE,P2112,棕榈油2112,20201215,20211214,DCE +2571,PP2112.DCE,PP2112,聚丙烯2112,20201215,20211214,DCE +2572,RR2112.DCE,RR2112,粳米2112,20201215,20211214,DCE +2573,V2112.DCE,V2112,PVC2112,20201215,20211214,DCE +2574,Y2112.DCE,Y2112,豆油2112,20201215,20211214,DCE +2575,PG2312.DCE,PG2312,LPG2312,20221228,20231226,DCE +2576,EB2402.DCE,EB2402,苯乙烯2402,20230224,20240226,DCE +2577,I1706.DCE,I1706,铁矿石1706,20160617,20170614,DCE +2578,A0811.DCE,A0811,豆一0811,20070522,20081114,DCE +2579,P2502.DCE,P2502,棕榈油2502,20240223,20250224,DCE +2580,J1201.DCE,J1201,焦炭1201,20110415,20120117,DCE +2581,CS1507.DCE,CS1507,玉米淀粉1507,20141219,20150714,DCE +2582,JD1906.DCE,JD1906,鸡蛋1906,20180627,20190625,DCE +2583,P2511.DCE,P2511,棕榈油2511,20241115,20251114,DCE +2584,P0809.DCE,P0809,棕榈油0809,20071029,20080912,DCE +2585,PP2310.DCE,PP2310,聚丙烯2310,20221024,20231020,DCE +2586,FB2211.DCE,FB2211,纤维板2211,20211115,20221114,DCE +2587,JM1705.DCE,JM1705,焦煤1705,20160517,20170515,DCE +2588,FB2407.DCE,FB2407,纤维板2407,20230717,20240712,DCE +2589,BB2408.DCE,BB2408,胶合板2408,20230815,20240814,DCE +2590,RR2507.DCE,RR2507,粳米2507,20240715,20250714,DCE +2591,B1911.DCE,B1911,豆二1911,20181115,20191114,DCE +2592,BB1911.DCE,BB1911,胶合板1911,20181115,20191114,DCE +2593,C1911.DCE,C1911,玉米1911,20181115,20191114,DCE +2594,CS1911.DCE,CS1911,玉米淀粉1911,20181115,20191114,DCE +2595,FB1911.DCE,FB1911,纤维板1911,20181115,20191114,DCE +2596,I1911.DCE,I1911,铁矿石1911,20181115,20191114,DCE +2597,J1911.DCE,J1911,焦炭1911,20181115,20191114,DCE +2598,JM1911.DCE,JM1911,焦煤1911,20181115,20191114,DCE +2599,L1911.DCE,L1911,塑料1911,20181115,20191114,DCE +2600,M1911.DCE,M1911,豆粕1911,20181115,20191114,DCE +2601,P1911.DCE,P1911,棕榈油1911,20181115,20191114,DCE +2602,PP1911.DCE,PP1911,聚丙烯1911,20181115,20191114,DCE +2603,V1911.DCE,V1911,PVC1911,20181115,20191114,DCE +2604,Y1911.DCE,Y1911,豆油1911,20181115,20191114,DCE +2605,EB2010.DCE,EB2010,苯乙烯2010,20191029,20201027,DCE +2606,EG2010.DCE,EG2010,乙二醇2010,20191029,20201027,DCE +2607,JD2010.DCE,JD2010,鸡蛋2010,20191029,20201027,DCE +2608,EB2505.DCE,EB2505,苯乙烯2505,20240529,20250527,DCE +2609,I1610.DCE,I1610,铁矿石1610,20151022,20161021,DCE +2610,EG2005.DCE,EG2005,乙二醇2005,20190529,20200526,DCE +2611,JD2005.DCE,JD2005,鸡蛋2005,20190529,20200526,DCE +2612,M0608.DCE,M0608,豆粕0608,20050815,20060814,DCE +2613,EG2209.DCE,EG2209,乙二醇2209,20210928,20220927,DCE +2614,Y1705.DCE,Y1705,豆油1705,20160517,20170515,DCE +2615,M2412.DCE,M2412,豆粕2412,20231215,20241213,DCE +2616,B2403.DCE,B2403,豆二2403,20230315,20240314,DCE +2617,BB2502.DCE,BB2502,胶合板2502,20240223,20250224,DCE +2618,A0709.DCE,A0709,豆一0709,20060315,20070914,DCE +2619,A0707.DCE,A0707,豆一0707,20060118,20070713,DCE +2620,V2302.DCE,V2302,PVC2302,20220221,20230214,DCE +2621,PP1706.DCE,PP1706,聚丙烯1706,20160617,20170614,DCE +2622,CS2509.DCE,CS2509,玉米淀粉2509,20240918,20250912,DCE +2623,B0505.DCE,B0505,豆二0505,20041222,20050520,DCE +2624,M2408.DCE,M2408,豆粕2408,20230815,20240814,DCE +2625,JM1605.DCE,JM1605,焦煤1605,20150518,20160516,DCE +2626,L1111.DCE,L1111,塑料1111,20101115,20111114,DCE +2627,B2108.DCE,B2108,豆二2108,20200817,20210813,DCE +2628,BB2108.DCE,BB2108,胶合板2108,20200817,20210813,DCE +2629,FB2108.DCE,FB2108,纤维板2108,20200817,20210813,DCE +2630,I2108.DCE,I2108,铁矿石2108,20200817,20210813,DCE +2631,J2108.DCE,J2108,焦炭2108,20200817,20210813,DCE +2632,JM2108.DCE,JM2108,焦煤2108,20200817,20210813,DCE +2633,L2108.DCE,L2108,塑料2108,20200817,20210813,DCE +2634,M2108.DCE,M2108,豆粕2108,20200817,20210813,DCE +2635,P2108.DCE,P2108,棕榈油2108,20200817,20210813,DCE +2636,PP2108.DCE,PP2108,聚丙烯2108,20200817,20210813,DCE +2637,RR2108.DCE,RR2108,粳米2108,20200817,20210813,DCE +2638,V2108.DCE,V2108,PVC2108,20200817,20210813,DCE +2639,Y2108.DCE,Y2108,豆油2108,20200817,20210813,DCE +2640,C1101.DCE,C1101,玉米1101,20100118,20110117,DCE +2641,M1205.DCE,M1205,豆粕1205,20110517,20120515,DCE +2642,EG2310.DCE,EG2310,乙二醇2310,20221027,20231026,DCE +2643,PP2411.DCE,PP2411,聚丙烯2411,20231115,20241114,DCE +2644,V1703.DCE,V1703,PVC1703,20160315,20170314,DCE +2645,JM2309.DCE,JM2309,焦煤2309,20220916,20230914,DCE +2646,A0309.DCE,A0309,豆一0309,20020522,20030912,DCE +2647,BB1406.DCE,BB1406,胶合板1406,20131206,20140616,DCE +2648,J1305.DCE,J1305,焦炭1305,20120516,20130515,DCE +2649,P0806.DCE,P0806,棕榈油0806,20071029,20080616,DCE +2650,C2311.DCE,C2311,玉米2311,20221115,20231114,DCE +2651,JD1604.DCE,JD1604,鸡蛋1604,20150416,20160415,DCE +2652,L1008.DCE,L1008,塑料1008,20090817,20100813,DCE +2653,FB2306.DCE,FB2306,纤维板2306,20220616,20230614,DCE +2654,M0305.DCE,M0305,豆粕0305,20020522,20030523,DCE +2655,M1407.DCE,M1407,豆粕1407,20130715,20140714,DCE +2656,BB1704.DCE,BB1704,胶合板1704,20160418,20170418,DCE +2657,B1808.DCE,B1808,豆二1808,20170815,20180814,DCE +2658,J1206.DCE,J1206,焦炭1206,20110616,20120614,DCE +2659,JD1501.DCE,JD1501,鸡蛋1501,20140116,20150116,DCE +2660,P1412.DCE,P1412,棕榈油1412,20131216,20141212,DCE +2661,I1607.DCE,I1607,铁矿石1607,20150715,20160714,DCE +2662,I2503.DCE,I2503,铁矿石2503,20240315,20250314,DCE +2663,V1204.DCE,V1204,PVC1204,20110419,20120418,DCE +2664,L2509.DCE,L2509,塑料2509,20240918,20250912,DCE +2665,EG2001.DCE,EG2001,乙二醇2001,20190129,20200121,DCE +2666,JD2001.DCE,JD2001,鸡蛋2001,20190129,20200121,DCE +2667,Y1607.DCE,Y1607,豆油1607,20150715,20160714,DCE +2668,A0903.DCE,A0903,豆一0903,20070917,20090313,DCE +2669,B1601.DCE,B1601,豆二1601,20150119,20160115,DCE +2670,JD2402.DCE,JD2402,鸡蛋2402,20230224,20240226,DCE +2671,JM2308.DCE,JM2308,焦煤2308,20220815,20230814,DCE +2672,L1408.DCE,L1408,塑料1408,20130815,20140814,DCE +2673,A1009.DCE,A1009,豆一1009,20090316,20100914,DCE +2674,JD1605.DCE,JD1605,鸡蛋1605,20150518,20160516,DCE +2675,A1603.DCE,A1603,豆一1603,20140916,20160314,DCE +2676,P0811.DCE,P0811,棕榈油0811,20071115,20081114,DCE +2677,C0909.DCE,C0909,玉米0909,20080916,20090914,DCE +2678,M1808.DCE,M1808,豆粕1808,20170815,20180814,DCE +2679,PP1808.DCE,PP1808,聚丙烯1808,20170815,20180814,DCE +2680,FB1808.DCE,FB1808,纤维板1808,20170815,20180814,DCE +2681,BB1808.DCE,BB1808,胶合板1808,20170815,20180814,DCE +2682,I1808.DCE,I1808,铁矿石1808,20170815,20180814,DCE +2683,JM1808.DCE,JM1808,焦煤1808,20170815,20180814,DCE +2684,J1808.DCE,J1808,焦炭1808,20170815,20180814,DCE +2685,V1808.DCE,V1808,PVC1808,20170815,20180814,DCE +2686,P1808.DCE,P1808,棕榈油1808,20170815,20180814,DCE +2687,L1808.DCE,L1808,塑料1808,20170815,20180814,DCE +2688,Y1808.DCE,Y1808,豆油1808,20170815,20180814,DCE +2689,Y1509.DCE,Y1509,豆油1509,20140916,20150916,DCE +2690,BB1507.DCE,BB1507,胶合板1507,20140715,20150714,DCE +2691,EG2305.DCE,EG2305,乙二醇2305,20220527,20230526,DCE +2692,V1612.DCE,V1612,PVC1612,20151215,20161214,DCE +2693,M1105.DCE,M1105,豆粕1105,20100518,20110516,DCE +2694,BB1608.DCE,BB1608,胶合板1608,20150817,20160812,DCE +2695,JM1703.DCE,JM1703,焦煤1703,20160315,20170314,DCE +2696,BB2402.DCE,BB2402,胶合板2402,20230215,20240222,DCE +2697,PP1505.DCE,PP1505,聚丙烯1505,20140519,20150515,DCE +2698,J1708.DCE,J1708,焦炭1708,20160815,20170814,DCE +2699,A1601.DCE,A1601,豆一1601,20140715,20160115,DCE +2700,J2409.DCE,J2409,焦炭2409,20230915,20240913,DCE +2701,J2303.DCE,J2303,焦炭2303,20220315,20230314,DCE +2702,Y0803.DCE,Y0803,豆油0803,20070315,20080314,DCE +2703,J2406.DCE,J2406,焦炭2406,20230615,20240617,DCE +2704,V1311.DCE,V1311,PVC1311,20121115,20131114,DCE +2705,J1304.DCE,J1304,焦炭1304,20120419,20130416,DCE +2706,B1605.DCE,B1605,豆二1605,20150518,20160516,DCE +2707,Y1203.DCE,Y1203,豆油1203,20110315,20120314,DCE +2708,JD1510.DCE,JD1510,鸡蛋1510,20141022,20151021,DCE +2709,M2312.DCE,M2312,豆粕2312,20221215,20231214,DCE +2710,C0701.DCE,C0701,玉米0701,20060118,20070117,DCE +2711,JD1509.DCE,JD1509,鸡蛋1509,20140916,20150916,DCE +2712,M1711.DCE,M1711,豆粕1711,20161115,20171114,DCE +2713,BB1612.DCE,BB1612,胶合板1612,20151215,20161214,DCE +2714,Y1505.DCE,Y1505,豆油1505,20140519,20150515,DCE +2715,V1103.DCE,V1103,PVC1103,20100315,20110314,DCE +2716,L2308.DCE,L2308,塑料2308,20220815,20230814,DCE +2717,A1709.DCE,A1709,豆一1709,20160315,20170914,DCE +2718,P1308.DCE,P1308,棕榈油1308,20120815,20130814,DCE +2719,PP1702.DCE,PP1702,聚丙烯1702,20160222,20170216,DCE +2720,EB2212.DCE,EB2212,苯乙烯2212,20211229,20221227,DCE +2721,LH2411.DCE,LH2411,生猪2411,20231128,20241126,DCE +2722,PG2504.DCE,PG2504,LPG2504,20240426,20250425,DCE +2723,A0809.DCE,A0809,豆一0809,20070315,20080912,DCE +2724,JM1610.DCE,JM1610,焦煤1610,20151022,20161021,DCE +2725,EG2505.DCE,EG2505,乙二醇2505,20240529,20250527,DCE +2726,I2210.DCE,I2210,铁矿石2210,20211022,20221021,DCE +2727,RR2011.DCE,RR2011,粳米2011,20191115,20201113,DCE +2728,B0709.DCE,B0709,豆二0709,20060915,20070914,DCE +2729,C1005.DCE,C1005,玉米1005,20090518,20100517,DCE +2730,L1409.DCE,L1409,塑料1409,20130916,20140915,DCE +2731,Y1303.DCE,Y1303,豆油1303,20120315,20130314,DCE +2732,L2411.DCE,L2411,塑料2411,20231115,20241114,DCE +2733,C1207.DCE,C1207,玉米1207,20110715,20120713,DCE +2734,C0901.DCE,C0901,玉米0901,20080116,20090116,DCE +2735,EB2305.DCE,EB2305,苯乙烯2305,20220527,20230526,DCE +2736,EB2206.DCE,EB2206,苯乙烯2206,20210628,20220627,DCE +2737,EG2206.DCE,EG2206,乙二醇2206,20210628,20220627,DCE +2738,JD2206.DCE,JD2206,鸡蛋2206,20210628,20220627,DCE +2739,PG2206.DCE,PG2206,LPG2206,20210628,20220627,DCE +2740,V1310.DCE,V1310,PVC1310,20121022,20131021,DCE +2741,M0601.DCE,M0601,豆粕0601,20050118,20060117,DCE +2742,P0906.DCE,P0906,棕榈油0906,20080617,20090612,DCE +2743,L1104.DCE,L1104,塑料1104,20100416,20110418,DCE +2744,LH2501.DCE,LH2501,生猪2501,20240129,20250128,DCE +2745,I2404.DCE,I2404,铁矿石2404,20230418,20240416,DCE +2746,I2309.DCE,I2309,铁矿石2309,20220916,20230914,DCE +2747,B0803.DCE,B0803,豆二0803,20070315,20080314,DCE +2748,EB2201.DCE,EB2201,苯乙烯2201,20210127,20220125,DCE +2749,EG2201.DCE,EG2201,乙二醇2201,20210127,20220125,DCE +2750,JD2201.DCE,JD2201,鸡蛋2201,20210127,20220125,DCE +2751,PG2201.DCE,PG2201,LPG2201,20210127,20220125,DCE +2752,Y0707.DCE,Y0707,豆油0707,20060717,20070713,DCE +2753,I1606.DCE,I1606,铁矿石1606,20150615,20160616,DCE +2754,J1608.DCE,J1608,焦炭1608,20150817,20160812,DCE +2755,Y0607.DCE,Y0607,豆油0607,20060109,20060714,DCE +2756,JM2503.DCE,JM2503,焦煤2503,20240315,20250314,DCE +2757,Y0805.DCE,Y0805,豆油0805,20070522,20080516,DCE +2758,JD1504.DCE,JD1504,鸡蛋1504,20140416,20150415,DCE +2759,LH2409.DCE,LH2409,生猪2409,20230926,20240925,DCE +2760,M0501.DCE,M0501,豆粕0501,20040116,20050117,DCE +2761,V1709.DCE,V1709,PVC1709,20160919,20170914,DCE +2762,JD1606.DCE,JD1606,鸡蛋1606,20150615,20160616,DCE +2763,M0309.DCE,M0309,豆粕0309,20020916,20030912,DCE +2764,JM2410.DCE,JM2410,焦煤2410,20231023,20241021,DCE +2765,C0803.DCE,C0803,玉米0803,20070315,20080314,DCE +2766,JD2210.DCE,JD2210,鸡蛋2210,20211027,20221026,DCE +2767,J1607.DCE,J1607,焦炭1607,20150715,20160714,DCE +2768,JM2312.DCE,JM2312,焦煤2312,20221215,20231214,DCE +2769,I1405.DCE,I1405,铁矿石1405,20131018,20140516,DCE +2770,FB1501.DCE,FB1501,纤维板1501,20140116,20150116,DCE +2771,B0903.DCE,B0903,豆二0903,20080317,20090313,DCE +2772,I1710.DCE,I1710,铁矿石1710,20161024,20171020,DCE +2773,PP1512.DCE,PP1512,聚丙烯1512,20141215,20151214,DCE +2774,JD2209.DCE,JD2209,鸡蛋2209,20210928,20220927,DCE +2775,J1603.DCE,J1603,焦炭1603,20150316,20160314,DCE +2776,JM1409.DCE,JM1409,焦煤1409,20130916,20140915,DCE +2777,JM1309.DCE,JM1309,焦煤1309,20130322,20130913,DCE +2778,L0909.DCE,L0909,塑料0909,20080916,20090914,DCE +2779,A2503.DCE,A2503,豆一2503,20240315,20250314,DCE +2780,P0910.DCE,P0910,棕榈油0910,20081020,20091022,DCE +2781,RR2301.DCE,RR2301,粳米2301,20220118,20230116,DCE +2782,P2408.DCE,P2408,棕榈油2408,20230815,20240814,DCE +2783,I2308.DCE,I2308,铁矿石2308,20220815,20230814,DCE +2784,L1103.DCE,L1103,塑料1103,20100315,20110314,DCE +2785,A0101.DCE,A0101,豆一0101,20000119,20010115,DCE +2786,C1001.DCE,C1001,玉米1001,20090119,20100115,DCE +2787,A2207.DCE,A2207,豆一2207,20210715,20220714,DCE +2788,B2207.DCE,B2207,豆二2207,20210715,20220714,DCE +2789,BB2207.DCE,BB2207,胶合板2207,20210715,20220714,DCE +2790,C2207.DCE,C2207,玉米2207,20210715,20220714,DCE +2791,CS2207.DCE,CS2207,玉米淀粉2207,20210715,20220714,DCE +2792,FB2207.DCE,FB2207,纤维板2207,20210715,20220714,DCE +2793,I2207.DCE,I2207,铁矿石2207,20210715,20220714,DCE +2794,JM2207.DCE,JM2207,焦煤2207,20210715,20220714,DCE +2795,L2207.DCE,L2207,塑料2207,20210715,20220714,DCE +2796,M2207.DCE,M2207,豆粕2207,20210715,20220714,DCE +2797,P2207.DCE,P2207,棕榈油2207,20210715,20220714,DCE +2798,PP2207.DCE,PP2207,聚丙烯2207,20210715,20220714,DCE +2799,RR2207.DCE,RR2207,粳米2207,20210715,20220714,DCE +2800,V2207.DCE,V2207,PVC2207,20210715,20220714,DCE +2801,Y2207.DCE,Y2207,豆油2207,20210715,20220714,DCE +2802,CS2401.DCE,CS2401,玉米淀粉2401,20230117,20240115,DCE +2803,PP2502.DCE,PP2502,聚丙烯2502,20240223,20250224,DCE +2804,Y1403.DCE,Y1403,豆油1403,20130315,20140314,DCE +2805,M1401.DCE,M1401,豆粕1401,20130118,20140115,DCE +2806,Y2412.DCE,Y2412,豆油2412,20231215,20241213,DCE +2807,P2406.DCE,P2406,棕榈油2406,20230615,20240617,DCE +2808,JM1611.DCE,JM1611,焦煤1611,20151116,20161114,DCE +2809,EG2405.DCE,EG2405,乙二醇2405,20230529,20240528,DCE +2810,B1007.DCE,B1007,豆二1007,20090715,20100714,DCE +0,AP2107.ZCE,AP107,苹果2107,20200715,20210714,CZCE +1,TA1001.ZCE,TA001,PTA1001,20090119,20100115,CZCE +2,ZC2506.ZCE,ZC506,动力煤2506,20240611,20250606,CZCE +3,TC1604.ZCE,TC604,动力煤1604,20150409,20160408,CZCE +4,WT0601.ZCE,WT601,硬麦0601,20050201,20060119,CZCE +5,SR2503.ZCE,SR503,白糖2503,20240315,20250314,CZCE +6,CF2309.ZCE,CF309,郑棉2309,20220916,20230914,CZCE +7,CJ2309.ZCE,CJ309,红枣2309,20220916,20230914,CZCE +8,CY2309.ZCE,CY309,棉纱2309,20220916,20230914,CZCE +9,FG2309.ZCE,FG309,玻璃2309,20220916,20230914,CZCE +10,JR2309.ZCE,JR309,粳稻2309,20220916,20230914,CZCE +11,LR2309.ZCE,LR309,晚籼稻2309,20220916,20230914,CZCE +12,MA2309.ZCE,MA309,甲醇2309,20220916,20230914,CZCE +13,OI2309.ZCE,OI309,菜油2309,20220916,20230914,CZCE +14,PF2309.ZCE,PF309,短纤2309,20220916,20230914,CZCE +15,PM2309.ZCE,PM309,普麦2309,20220916,20230914,CZCE +16,RI2309.ZCE,RI309,早籼稻2309,20220916,20230914,CZCE +17,RM2309.ZCE,RM309,菜粕2309,20220916,20230914,CZCE +18,RS2309.ZCE,RS309,菜籽2309,20220916,20230914,CZCE +19,SA2309.ZCE,SA309,纯碱2309,20220916,20230914,CZCE +20,SF2309.ZCE,SF309,硅铁2309,20220916,20230914,CZCE +21,SM2309.ZCE,SM309,锰硅2309,20220916,20230914,CZCE +22,SR2309.ZCE,SR309,白糖2309,20220916,20230914,CZCE +23,TA2309.ZCE,TA309,PTA2309,20220916,20230914,CZCE +24,UR2309.ZCE,UR309,尿素2309,20220916,20230914,CZCE +25,WH2309.ZCE,WH309,强麦2309,20220916,20230914,CZCE +26,PF2507.ZCE,PF507,短纤2507,20240715,20250714,CZCE +27,SM1508.ZCE,SM508,锰硅1508,20140815,20150814,CZCE +28,WH1503.ZCE,WH503,强麦1503,20140317,20150313,CZCE +29,SF1706.ZCE,SF706,硅铁1706,20160617,20170614,CZCE +30,ZC2011.ZCE,ZC011,动力煤2011,20191108,20201106,CZCE +31,CY1809.ZCE,CY809,棉纱1809,20170915,20180914,CZCE +32,AP2203.ZCE,AP203,苹果2203,20210315,20220314,CZCE +33,CF2203.ZCE,CF203,郑棉2203,20210315,20220314,CZCE +34,CJ2203.ZCE,CJ203,红枣2203,20210315,20220314,CZCE +35,CY2203.ZCE,CY203,棉纱2203,20210315,20220314,CZCE +36,FG2203.ZCE,FG203,玻璃2203,20210315,20220314,CZCE +37,JR2203.ZCE,JR203,粳稻2203,20210315,20220314,CZCE +38,LR2203.ZCE,LR203,晚籼稻2203,20210315,20220314,CZCE +39,MA2203.ZCE,MA203,甲醇2203,20210315,20220314,CZCE +40,OI2203.ZCE,OI203,菜油2203,20210315,20220314,CZCE +41,PM2203.ZCE,PM203,普麦2203,20210315,20220314,CZCE +42,RI2203.ZCE,RI203,早籼稻2203,20210315,20220314,CZCE +43,RM2203.ZCE,RM203,菜粕2203,20210315,20220314,CZCE +44,SA2203.ZCE,SA203,纯碱2203,20210315,20220314,CZCE +45,SF2203.ZCE,SF203,硅铁2203,20210315,20220314,CZCE +46,SM2203.ZCE,SM203,锰硅2203,20210315,20220314,CZCE +47,SR2203.ZCE,SR203,白糖2203,20210315,20220314,CZCE +48,TA2203.ZCE,TA203,PTA2203,20210315,20220314,CZCE +49,UR2203.ZCE,UR203,尿素2203,20210315,20220314,CZCE +50,WH2203.ZCE,WH203,强麦2203,20210315,20220314,CZCE +51,WT0603.ZCE,WT603,硬麦0603,20050401,20060323,CZCE +52,FG1601.ZCE,FG601,玻璃1601,20150119,20160115,CZCE +53,WT1111.ZCE,WT111,硬麦1111,20101123,20111122,CZCE +54,WH1601.ZCE,WH601,强麦1601,20150119,20160115,CZCE +55,TA0912.ZCE,TA912,PTA0912,20081215,20091214,CZCE +56,ZC2104.ZCE,ZC104,动力煤2104,20200409,20210408,CZCE +57,CY2502.ZCE,CY502,棉纱2502,20240223,20250214,CZCE +58,ZC1808.ZCE,ZC808,动力煤1808,20170808,20180807,CZCE +59,PM1401.ZCE,PM401,普麦1401,20130118,20140115,CZCE +60,PM1405.ZCE,PM405,普麦1405,20130516,20140516,CZCE +61,TA1705.ZCE,TA705,PTA1705,20160517,20170515,CZCE +62,TA1201.ZCE,TA201,PTA1201,20110118,20120117,CZCE +63,TA1107.ZCE,TA107,PTA1107,20100715,20110714,CZCE +64,RS1509.ZCE,RS509,菜籽1509,20140916,20150916,CZCE +65,CF1011.ZCE,CF011,郑棉1011,20091116,20101112,CZCE +66,TA0906.ZCE,TA906,PTA0906,20080617,20090612,CZCE +67,WS0607.ZCE,WS607,强麦0607,20050801,20060721,CZCE +68,WS0611.ZCE,WS611,强麦0611,20051201,20061122,CZCE +69,CF0612.ZCE,CF612,郑棉0612,20060104,20061214,CZCE +70,ME1402.ZCE,ME402,甲醇1402,20130222,20140220,CZCE +71,CF0507.ZCE,CF507,郑棉0507,20040601,20050714,CZCE +72,RS1608.ZCE,RS608,菜籽1608,20150817,20160812,CZCE +73,CF0811.ZCE,CF811,郑棉0811,20071115,20081114,CZCE +74,WT0009.ZCE,WT009,硬麦0009,19991008,20000921,CZCE +75,WT1109.ZCE,WT109,硬麦1109,20100920,20110922,CZCE +76,WH1709.ZCE,WH709,强麦1709,20160919,20170914,CZCE +77,AP2505.ZCE,AP505,苹果2505,20240520,20250514,CZCE +78,ME1301.ZCE,ME301,甲醇1301,20120118,20130117,CZCE +79,RM1609.ZCE,RM609,菜粕1609,20150917,20160914,CZCE +80,RO1101.ZCE,RO101,菜油1101,20100118,20110117,CZCE +81,TA1105.ZCE,TA105,PTA1105,20100518,20110516,CZCE +82,ZC1803.ZCE,ZC803,动力煤1803,20170308,20180307,CZCE +83,MA2501.ZCE,MA501,甲醇2501,20240116,20250114,CZCE +84,WH1703.ZCE,WH703,强麦1703,20160315,20170314,CZCE +85,SM1708.ZCE,SM708,锰硅1708,20160815,20170814,CZCE +86,SH2412.ZCE,SH412,烧碱2412,20231215,20241213,CZCE +87,SM2506.ZCE,SM506,锰硅2506,20240618,20250613,CZCE +88,ZC1806.ZCE,ZC806,动力煤1806,20170608,20180607,CZCE +89,SA2504.ZCE,SA504,纯碱2504,20240417,20250414,CZCE +90,WH1705.ZCE,WH705,强麦1705,20160517,20170515,CZCE +91,FG1305.ZCE,FG305,玻璃1305,20121203,20130515,CZCE +92,TA1508.ZCE,TA508,PTA1508,20140815,20150814,CZCE +93,TA1503.ZCE,TA503,PTA1503,20140317,20150313,CZCE +94,LR1505.ZCE,LR505,晚籼稻1505,20140708,20150515,CZCE +95,CY2406.ZCE,CY406,棉纱2406,20230615,20240617,CZCE +96,FG2406.ZCE,FG406,玻璃2406,20230615,20240617,CZCE +97,MA2406.ZCE,MA406,甲醇2406,20230615,20240617,CZCE +98,PF2406.ZCE,PF406,短纤2406,20230615,20240617,CZCE +99,SA2406.ZCE,SA406,纯碱2406,20230615,20240617,CZCE +100,SF2406.ZCE,SF406,硅铁2406,20230615,20240617,CZCE +101,SM2406.ZCE,SM406,锰硅2406,20230615,20240617,CZCE +102,TA2406.ZCE,TA406,PTA2406,20230615,20240617,CZCE +103,UR2406.ZCE,UR406,尿素2406,20230615,20240617,CZCE +104,UR2504.ZCE,UR504,尿素2504,20240417,20250414,CZCE +105,SR1205.ZCE,SR205,白糖1205,20101115,20120515,CZCE +106,MA1703.ZCE,MA703,甲醇1703,20160315,20170314,CZCE +107,TA2502.ZCE,TA502,PTA2502,20240223,20250214,CZCE +108,WS0407.ZCE,WS407,强麦0407,20030801,20040722,CZCE +109,CF0803.ZCE,CF803,郑棉0803,20070315,20080314,CZCE +110,SF1605.ZCE,SF605,硅铁1605,20150518,20160516,CZCE +111,RS1408.ZCE,RS408,菜籽1408,20130815,20140814,CZCE +112,TA0908.ZCE,TA908,PTA0908,20080815,20090814,CZCE +113,ZC2309.ZCE,ZC309,动力煤2309,20220908,20230907,CZCE +114,PK2505.ZCE,PK505,花生2505,20240603,20250514,CZCE +115,RI1407.ZCE,RI407,早籼稻1407,20130715,20140714,CZCE +116,ZC2004.ZCE,ZC004,动力煤2004,20190409,20200408,CZCE +117,MA2505.ZCE,MA505,甲醇2505,20240520,20250514,CZCE +118,LR2109.ZCE,LR109,晚籼稻2109,20200915,20210914,CZCE +119,JR2411.ZCE,JR411,粳稻2411,20231115,20241114,CZCE +120,RS1511.ZCE,RS511,菜籽1511,20141117,20151113,CZCE +121,CY2102.ZCE,CY102,棉纱2102,20200217,20210219,CZCE +122,FG2102.ZCE,FG102,玻璃2102,20200217,20210219,CZCE +123,MA2102.ZCE,MA102,甲醇2102,20200217,20210219,CZCE +124,SF2102.ZCE,SF102,硅铁2102,20200217,20210219,CZCE +125,SM2102.ZCE,SM102,锰硅2102,20200217,20210219,CZCE +126,TA2102.ZCE,TA102,PTA2102,20200217,20210219,CZCE +127,UR2102.ZCE,UR102,尿素2102,20200217,20210219,CZCE +128,CJ2503.ZCE,CJ503,红枣2503,20240315,20250314,CZCE +129,SR1201.ZCE,SR201,白糖1201,20100715,20120117,CZCE +130,CJ1912.ZCE,CJ912,红枣1912,20190430,20191213,CZCE +131,CJ2001.ZCE,CJ001,红枣2001,20190430,20200115,CZCE +132,CJ2003.ZCE,CJ003,红枣2003,20190430,20200313,CZCE +133,CJ2005.ZCE,CJ005,红枣2005,20190430,20200519,CZCE +134,OI1405.ZCE,OI405,菜油1405,20130516,20140516,CZCE +135,WS0801.ZCE,WS801,强麦0801,20070124,20080123,CZCE +136,TA1808.ZCE,TA808,PTA1808,20170815,20180814,CZCE +137,MA1808.ZCE,MA808,甲醇1808,20170815,20180814,CZCE +138,RS1808.ZCE,RS808,菜籽1808,20170815,20180814,CZCE +139,SF1808.ZCE,SF808,硅铁1808,20170815,20180814,CZCE +140,SM1808.ZCE,SM808,锰硅1808,20170815,20180814,CZCE +141,FG1808.ZCE,FG808,玻璃1808,20170815,20180814,CZCE +142,RM1808.ZCE,RM808,菜粕1808,20170815,20180814,CZCE +143,ER1107.ZCE,ER107,早籼稻1107,20100723,20110721,CZCE +144,ZC1812.ZCE,ZC812,动力煤1812,20171208,20181207,CZCE +145,SR2505.ZCE,SR505,白糖2505,20240520,20250514,CZCE +146,SM1706.ZCE,SM706,锰硅1706,20160617,20170614,CZCE +147,ZC1903.ZCE,ZC903,动力煤1903,20180308,20190307,CZCE +148,TA1912.ZCE,TA912,PTA1912,20181217,20191213,CZCE +149,MA1912.ZCE,MA912,甲醇1912,20181217,20191213,CZCE +150,FG1912.ZCE,FG912,玻璃1912,20181217,20191213,CZCE +151,SF1912.ZCE,SF912,硅铁1912,20181217,20191213,CZCE +152,SM1912.ZCE,SM912,锰硅1912,20181217,20191213,CZCE +153,CY1912.ZCE,CY912,棉纱1912,20181217,20191213,CZCE +154,AP1912.ZCE,AP912,苹果1912,20181217,20191213,CZCE +155,PM2103.ZCE,PM103,普麦2103,20200316,20210312,CZCE +156,WH2103.ZCE,WH103,强麦2103,20200316,20210312,CZCE +157,CF2103.ZCE,CF103,郑棉2103,20200316,20210312,CZCE +158,SR2103.ZCE,SR103,白糖2103,20200316,20210312,CZCE +159,TA2103.ZCE,TA103,PTA2103,20200316,20210312,CZCE +160,OI2103.ZCE,OI103,菜油2103,20200316,20210312,CZCE +161,RI2103.ZCE,RI103,早籼稻2103,20200316,20210312,CZCE +162,MA2103.ZCE,MA103,甲醇2103,20200316,20210312,CZCE +163,FG2103.ZCE,FG103,玻璃2103,20200316,20210312,CZCE +164,RM2103.ZCE,RM103,菜粕2103,20200316,20210312,CZCE +165,JR2103.ZCE,JR103,粳稻2103,20200316,20210312,CZCE +166,SF2103.ZCE,SF103,硅铁2103,20200316,20210312,CZCE +167,SM2103.ZCE,SM103,锰硅2103,20200316,20210312,CZCE +168,CY2103.ZCE,CY103,棉纱2103,20200316,20210312,CZCE +169,AP2103.ZCE,AP103,苹果2103,20200316,20210312,CZCE +170,CJ2103.ZCE,CJ103,红枣2103,20200316,20210312,CZCE +171,UR2103.ZCE,UR103,尿素2103,20200316,20210312,CZCE +172,WT0307.ZCE,WT307,硬麦0307,20020401,20030723,CZCE +173,RS1508.ZCE,RS508,菜籽1508,20140815,20150814,CZCE +174,CY2507.ZCE,CY507,棉纱2507,20240715,20250714,CZCE +175,SR1207.ZCE,SR207,白糖1207,20110118,20120713,CZCE +176,SM1709.ZCE,SM709,锰硅1709,20160919,20170914,CZCE +177,ZC1702.ZCE,ZC702,动力煤1702,20160215,20170209,CZCE +178,CJ2412.ZCE,CJ412,红枣2412,20231215,20241213,CZCE +179,RI1501.ZCE,RI501,早籼稻1501,20140116,20150116,CZCE +180,WS1305.ZCE,WS305,强麦1305,20111123,20130523,CZCE +181,WH2503.ZCE,WH503,强麦2503,20240315,20250314,CZCE +182,SF1503.ZCE,SF503,硅铁1503,20140808,20150313,CZCE +183,CF0511.ZCE,CF511,郑棉0511,20041201,20051114,CZCE +184,TA1003.ZCE,TA003,PTA1003,20090316,20100312,CZCE +185,CF2001.ZCE,CF001,郑棉2001,20190116,20200115,CZCE +186,JR2001.ZCE,JR001,粳稻2001,20190116,20200115,CZCE +187,LR2001.ZCE,LR001,晚籼稻2001,20190116,20200115,CZCE +188,OI2001.ZCE,OI001,菜油2001,20190116,20200115,CZCE +189,PM2001.ZCE,PM001,普麦2001,20190116,20200115,CZCE +190,RI2001.ZCE,RI001,早籼稻2001,20190116,20200115,CZCE +191,SR2001.ZCE,SR001,白糖2001,20190116,20200115,CZCE +192,WH2001.ZCE,WH001,强麦2001,20190116,20200115,CZCE +193,RM2001.ZCE,RM001,菜粕2001,20190116,20200115,CZCE +194,AP2001.ZCE,AP001,苹果2001,20190116,20200115,CZCE +195,FG2001.ZCE,FG001,玻璃2001,20190116,20200115,CZCE +196,SM2001.ZCE,SM001,锰硅2001,20190116,20200115,CZCE +197,MA2001.ZCE,MA001,甲醇2001,20190116,20200115,CZCE +198,SF2001.ZCE,SF001,硅铁2001,20190116,20200115,CZCE +199,TA2001.ZCE,TA001,PTA2001,20190116,20200115,CZCE +200,CY2001.ZCE,CY001,棉纱2001,20190116,20200115,CZCE +201,SR1107.ZCE,SR107,白糖1107,20100118,20110714,CZCE +202,SR0909.ZCE,SR909,白糖0909,20080519,20090914,CZCE +203,FG1508.ZCE,FG508,玻璃1508,20140815,20150814,CZCE +204,UR2008.ZCE,UR008,尿素2008,20190815,20200814,CZCE +205,SR1805.ZCE,SR805,白糖1805,20161115,20180515,CZCE +206,JR1601.ZCE,JR601,粳稻1601,20150119,20160115,CZCE +207,PM1305.ZCE,PM305,普麦1305,20120524,20130515,CZCE +208,SM1711.ZCE,SM711,锰硅1711,20161115,20171114,CZCE +209,SM1609.ZCE,SM609,锰硅1609,20150917,20160914,CZCE +210,CF0801.ZCE,CF801,郑棉0801,20070118,20080115,CZCE +211,SM1607.ZCE,SM607,锰硅1607,20150715,20160714,CZCE +212,WS0911.ZCE,WS911,强麦0911,20080523,20091120,CZCE +213,WH2305.ZCE,WH305,强麦2305,20220519,20230517,CZCE +214,WT1003.ZCE,WT003,硬麦1003,20090324,20100323,CZCE +215,RM1701.ZCE,RM701,菜粕1701,20160118,20170116,CZCE +216,PM1609.ZCE,PM609,普麦1609,20150917,20160914,CZCE +217,RM1405.ZCE,RM405,菜粕1405,20130516,20140516,CZCE +218,TC1504.ZCE,TC504,动力煤1504,20140409,20150408,CZCE +219,FG1501.ZCE,FG501,玻璃1501,20140116,20150116,CZCE +220,OI1411.ZCE,OI411,菜油1411,20131115,20141114,CZCE +221,RO1103.ZCE,RO103,菜油1103,20100315,20110314,CZCE +222,ZC2010.ZCE,ZC010,动力煤2010,20191015,20201015,CZCE +223,WH1609.ZCE,WH609,强麦1609,20150917,20160914,CZCE +224,ZC1705.ZCE,ZC705,动力煤1705,20160510,20170508,CZCE +225,TA1112.ZCE,TA112,PTA1112,20101215,20111214,CZCE +226,SR1711.ZCE,SR711,白糖1711,20160517,20171114,CZCE +227,FG1407.ZCE,FG407,玻璃1407,20130715,20140714,CZCE +228,SR1507.ZCE,SR507,白糖1507,20140116,20150714,CZCE +229,UR2501.ZCE,UR501,尿素2501,20240116,20250114,CZCE +230,RM1608.ZCE,RM608,菜粕1608,20150817,20160812,CZCE +231,PX2405.ZCE,PX405,对二甲苯2405,20230915,20240517,CZCE +232,PX2406.ZCE,PX406,对二甲苯2406,20230915,20240617,CZCE +233,PX2407.ZCE,PX407,对二甲苯2407,20230915,20240712,CZCE +234,PX2408.ZCE,PX408,对二甲苯2408,20230915,20240814,CZCE +235,PX2409.ZCE,PX409,对二甲苯2409,20230915,20240913,CZCE +236,PM1509.ZCE,PM509,普麦1509,20140916,20150916,CZCE +237,WS0609.ZCE,WS609,强麦0609,20051010,20060921,CZCE +238,PF2505.ZCE,PF505,短纤2505,20240520,20250514,CZCE +239,RO1005.ZCE,RO005,菜油1005,20090518,20100517,CZCE +240,ZC2205.ZCE,ZC205,动力煤2205,20210513,20220511,CZCE +241,PM2403.ZCE,PM403,普麦2403,20230315,20240314,CZCE +242,WH2403.ZCE,WH403,强麦2403,20230315,20240314,CZCE +243,CF2403.ZCE,CF403,郑棉2403,20230315,20240314,CZCE +244,SR2403.ZCE,SR403,白糖2403,20230315,20240314,CZCE +245,TA2403.ZCE,TA403,PTA2403,20230315,20240314,CZCE +246,OI2403.ZCE,OI403,菜油2403,20230315,20240314,CZCE +247,RI2403.ZCE,RI403,早籼稻2403,20230315,20240314,CZCE +248,MA2403.ZCE,MA403,甲醇2403,20230315,20240314,CZCE +249,FG2403.ZCE,FG403,玻璃2403,20230315,20240314,CZCE +250,RM2403.ZCE,RM403,菜粕2403,20230315,20240314,CZCE +251,JR2403.ZCE,JR403,粳稻2403,20230315,20240314,CZCE +252,LR2403.ZCE,LR403,晚籼稻2403,20230315,20240314,CZCE +253,SF2403.ZCE,SF403,硅铁2403,20230315,20240314,CZCE +254,SM2403.ZCE,SM403,锰硅2403,20230315,20240314,CZCE +255,CY2403.ZCE,CY403,棉纱2403,20230315,20240314,CZCE +256,AP2403.ZCE,AP403,苹果2403,20230315,20240314,CZCE +257,CJ2403.ZCE,CJ403,红枣2403,20230315,20240314,CZCE +258,UR2403.ZCE,UR403,尿素2403,20230315,20240314,CZCE +259,SA2403.ZCE,SA403,纯碱2403,20230315,20240314,CZCE +260,PF2403.ZCE,PF403,短纤2403,20230315,20240314,CZCE +261,PK2403.ZCE,PK403,花生2403,20230315,20240314,CZCE +262,WT0311.ZCE,WT311,硬麦0311,20020801,20031120,CZCE +263,SR1403.ZCE,SR403,白糖1403,20120917,20140314,CZCE +264,SM1504.ZCE,SM504,锰硅1504,20140808,20150415,CZCE +265,CF1603.ZCE,CF603,郑棉1603,20150316,20160314,CZCE +266,WS0511.ZCE,WS511,强麦0511,20041201,20051122,CZCE +267,SM1610.ZCE,SM610,锰硅1610,20151022,20161021,CZCE +268,SM1605.ZCE,SM605,锰硅1605,20150518,20160516,CZCE +269,RO0711.ZCE,RO711,菜油0711,20070608,20071114,CZCE +270,FG1312.ZCE,FG312,玻璃1312,20121217,20131213,CZCE +271,PK2503.ZCE,PK503,花生2503,20240315,20250314,CZCE +272,ZC2307.ZCE,ZC307,动力煤2307,20220708,20230707,CZCE +273,FG1406.ZCE,FG406,玻璃1406,20130620,20140616,CZCE +274,WS0811.ZCE,WS811,强麦0811,20071123,20081120,CZCE +275,TA1711.ZCE,TA711,PTA1711,20161115,20171114,CZCE +276,SM1606.ZCE,SM606,锰硅1606,20150615,20160616,CZCE +277,CF1303.ZCE,CF303,郑棉1303,20120315,20130314,CZCE +278,RS1711.ZCE,RS711,菜籽1711,20161115,20171114,CZCE +279,ZC2101.ZCE,ZC101,动力煤2101,20200109,20210108,CZCE +280,AP2401.ZCE,AP401,苹果2401,20230117,20240115,CZCE +281,CF2401.ZCE,CF401,郑棉2401,20230117,20240115,CZCE +282,CJ2401.ZCE,CJ401,红枣2401,20230117,20240115,CZCE +283,CY2401.ZCE,CY401,棉纱2401,20230117,20240115,CZCE +284,FG2401.ZCE,FG401,玻璃2401,20230117,20240115,CZCE +285,JR2401.ZCE,JR401,粳稻2401,20230117,20240115,CZCE +286,LR2401.ZCE,LR401,晚籼稻2401,20230117,20240115,CZCE +287,MA2401.ZCE,MA401,甲醇2401,20230117,20240115,CZCE +288,OI2401.ZCE,OI401,菜油2401,20230117,20240115,CZCE +289,PF2401.ZCE,PF401,短纤2401,20230117,20240115,CZCE +290,PK2401.ZCE,PK401,花生2401,20230117,20240115,CZCE +291,PM2401.ZCE,PM401,普麦2401,20230117,20240115,CZCE +292,RI2401.ZCE,RI401,早籼稻2401,20230117,20240115,CZCE +293,RM2401.ZCE,RM401,菜粕2401,20230117,20240115,CZCE +294,SA2401.ZCE,SA401,纯碱2401,20230117,20240115,CZCE +295,SF2401.ZCE,SF401,硅铁2401,20230117,20240115,CZCE +296,SM2401.ZCE,SM401,锰硅2401,20230117,20240115,CZCE +297,SR2401.ZCE,SR401,白糖2401,20230117,20240115,CZCE +298,TA2401.ZCE,TA401,PTA2401,20230117,20240115,CZCE +299,UR2401.ZCE,UR401,尿素2401,20230117,20240115,CZCE +300,WH2401.ZCE,WH401,强麦2401,20230117,20240115,CZCE +301,ME1409.ZCE,ME409,甲醇1409,20130916,20140915,CZCE +302,TA2411.ZCE,TA411,PTA2411,20231115,20241114,CZCE +303,PX2410.ZCE,PX410,对二甲苯2410,20231023,20241021,CZCE +304,SH2410.ZCE,SH410,烧碱2410,20231023,20241021,CZCE +305,WH1409.ZCE,WH409,强麦1409,20130916,20140915,CZCE +306,FG1307.ZCE,FG307,玻璃1307,20121203,20130712,CZCE +307,SR2507.ZCE,SR507,白糖2507,20240715,20250714,CZCE +308,TC1602.ZCE,TC602,动力煤1602,20150209,20160205,CZCE +309,WS1101.ZCE,WS101,强麦1101,20090724,20110121,CZCE +310,TC1405.ZCE,TC405,动力煤1405,20130926,20140509,CZCE +311,TA1409.ZCE,TA409,PTA1409,20130916,20140915,CZCE +312,ZC2206.ZCE,ZC206,动力煤2206,20210608,20220608,CZCE +313,WT1107.ZCE,WT107,硬麦1107,20100723,20110721,CZCE +314,FG1605.ZCE,FG605,玻璃1605,20150518,20160516,CZCE +315,RI2503.ZCE,RI503,早籼稻2503,20240315,20250314,CZCE +316,SM1412.ZCE,SM412,锰硅1412,20140808,20141212,CZCE +317,TA1008.ZCE,TA008,PTA1008,20090817,20100813,CZCE +318,OI1501.ZCE,OI501,菜油1501,20140116,20150116,CZCE +319,PM1611.ZCE,PM611,普麦1611,20151116,20161114,CZCE +320,SM1612.ZCE,SM612,锰硅1612,20151215,20161214,CZCE +321,FG2501.ZCE,FG501,玻璃2501,20240116,20250114,CZCE +322,PX2412.ZCE,PX412,对二甲苯2412,20231215,20241213,CZCE +323,WT0905.ZCE,WT905,硬麦0905,20080523,20090519,CZCE +324,UR2305.ZCE,UR305,尿素2305,20220519,20230517,CZCE +325,SM1510.ZCE,SM510,锰硅1510,20141022,20151021,CZCE +326,SM1501.ZCE,SM501,锰硅1501,20140808,20150116,CZCE +327,ZC2408.ZCE,ZC408,动力煤2408,20230808,20240807,CZCE +328,PM1503.ZCE,PM503,普麦1503,20140317,20150313,CZCE +329,RM1305.ZCE,RM305,菜粕1305,20121228,20130515,CZCE +330,SR0809.ZCE,SR809,白糖0809,20070917,20080912,CZCE +331,SA2503.ZCE,SA503,纯碱2503,20240315,20250314,CZCE +332,SF1705.ZCE,SF705,硅铁1705,20160517,20170515,CZCE +333,CY1803.ZCE,CY803,棉纱1803,20170818,20180314,CZCE +334,CY1804.ZCE,CY804,棉纱1804,20170818,20180417,CZCE +335,CY1805.ZCE,CY805,棉纱1805,20170818,20180515,CZCE +336,CY1806.ZCE,CY806,棉纱1806,20170818,20180614,CZCE +337,CY1807.ZCE,CY807,棉纱1807,20170818,20180713,CZCE +338,CY1808.ZCE,CY808,棉纱1808,20170818,20180814,CZCE +339,PM2009.ZCE,PM009,普麦2009,20190917,20200914,CZCE +340,CY2009.ZCE,CY009,棉纱2009,20190917,20200914,CZCE +341,SM2009.ZCE,SM009,锰硅2009,20190917,20200914,CZCE +342,SF2009.ZCE,SF009,硅铁2009,20190917,20200914,CZCE +343,JR2009.ZCE,JR009,粳稻2009,20190917,20200914,CZCE +344,RM2009.ZCE,RM009,菜粕2009,20190917,20200914,CZCE +345,RS2009.ZCE,RS009,菜籽2009,20190917,20200914,CZCE +346,FG2009.ZCE,FG009,玻璃2009,20190917,20200914,CZCE +347,RI2009.ZCE,RI009,早籼稻2009,20190917,20200914,CZCE +348,OI2009.ZCE,OI009,菜油2009,20190917,20200914,CZCE +349,MA2009.ZCE,MA009,甲醇2009,20190917,20200914,CZCE +350,TA2009.ZCE,TA009,PTA2009,20190917,20200914,CZCE +351,CF2009.ZCE,CF009,郑棉2009,20190917,20200914,CZCE +352,WH2009.ZCE,WH009,强麦2009,20190917,20200914,CZCE +353,SR2009.ZCE,SR009,白糖2009,20190917,20200914,CZCE +354,TA1203.ZCE,TA203,PTA1203,20110315,20120314,CZCE +355,MA1701.ZCE,MA701,甲醇1701,20160118,20170116,CZCE +356,TA1004.ZCE,TA004,PTA1004,20090416,20100415,CZCE +357,WT1007.ZCE,WT007,硬麦1007,20090724,20100722,CZCE +358,PM1905.ZCE,PM905,普麦1905,20180516,20190517,CZCE +359,WH1905.ZCE,WH905,强麦1905,20180516,20190517,CZCE +360,CF1905.ZCE,CF905,郑棉1905,20180516,20190517,CZCE +361,TA1905.ZCE,TA905,PTA1905,20180516,20190517,CZCE +362,OI1905.ZCE,OI905,菜油1905,20180516,20190517,CZCE +363,RI1905.ZCE,RI905,早籼稻1905,20180516,20190517,CZCE +364,MA1905.ZCE,MA905,甲醇1905,20180516,20190517,CZCE +365,FG1905.ZCE,FG905,玻璃1905,20180516,20190517,CZCE +366,RM1905.ZCE,RM905,菜粕1905,20180516,20190517,CZCE +367,JR1905.ZCE,JR905,粳稻1905,20180516,20190517,CZCE +368,LR1905.ZCE,LR905,晚籼稻1905,20180516,20190517,CZCE +369,SF1905.ZCE,SF905,硅铁1905,20180516,20190517,CZCE +370,SM1905.ZCE,SM905,锰硅1905,20180516,20190517,CZCE +371,CY1905.ZCE,CY905,棉纱1905,20180516,20190517,CZCE +372,AP1905.ZCE,AP905,苹果1905,20180516,20190517,CZCE +373,CF2107.ZCE,CF107,郑棉2107,20200715,20210714,CZCE +374,CJ2107.ZCE,CJ107,红枣2107,20200715,20210714,CZCE +375,CY2107.ZCE,CY107,棉纱2107,20200715,20210714,CZCE +376,FG2107.ZCE,FG107,玻璃2107,20200715,20210714,CZCE +377,JR2107.ZCE,JR107,粳稻2107,20200715,20210714,CZCE +378,LR2011.ZCE,LR011,晚籼稻2011,20200715,20201113,CZCE +379,LR2101.ZCE,LR101,晚籼稻2101,20200715,20210115,CZCE +380,LR2103.ZCE,LR103,晚籼稻2103,20200715,20210312,CZCE +381,LR2105.ZCE,LR105,晚籼稻2105,20200715,20210519,CZCE +382,LR2107.ZCE,LR107,晚籼稻2107,20200715,20210714,CZCE +383,MA2107.ZCE,MA107,甲醇2107,20200715,20210714,CZCE +384,OI2107.ZCE,OI107,菜油2107,20200715,20210714,CZCE +385,PM2107.ZCE,PM107,普麦2107,20200715,20210714,CZCE +386,RI2107.ZCE,RI107,早籼稻2107,20200715,20210714,CZCE +387,RM2107.ZCE,RM107,菜粕2107,20200715,20210714,CZCE +388,RS2107.ZCE,RS107,菜籽2107,20200715,20210714,CZCE +389,SA2107.ZCE,SA107,纯碱2107,20200715,20210714,CZCE +390,SF2107.ZCE,SF107,硅铁2107,20200715,20210714,CZCE +391,SM2107.ZCE,SM107,锰硅2107,20200715,20210714,CZCE +392,SR2107.ZCE,SR107,白糖2107,20200715,20210714,CZCE +393,TA2107.ZCE,TA107,PTA2107,20200715,20210714,CZCE +394,UR2107.ZCE,UR107,尿素2107,20200715,20210714,CZCE +395,WH2107.ZCE,WH107,强麦2107,20200715,20210714,CZCE +396,FG1606.ZCE,FG606,玻璃1606,20150615,20160616,CZCE +397,TA0705.ZCE,TA705,PTA0705,20061218,20070521,CZCE +398,TA0807.ZCE,TA807,PTA0807,20070716,20080714,CZCE +399,PM1407.ZCE,PM407,普麦1407,20130715,20140714,CZCE +400,SR1907.ZCE,SR907,白糖1907,20180116,20190712,CZCE +401,FG1810.ZCE,FG810,玻璃1810,20171023,20181019,CZCE +402,MA1810.ZCE,MA810,甲醇1810,20171023,20181019,CZCE +403,SF1810.ZCE,SF810,硅铁1810,20171023,20181019,CZCE +404,SM1810.ZCE,SM810,锰硅1810,20171023,20181019,CZCE +405,TA1810.ZCE,TA810,PTA1810,20171023,20181019,CZCE +406,CY2002.ZCE,CY002,棉纱2002,20190222,20200214,CZCE +407,FG2002.ZCE,FG002,玻璃2002,20190222,20200214,CZCE +408,MA2002.ZCE,MA002,甲醇2002,20190222,20200214,CZCE +409,SF2002.ZCE,SF002,硅铁2002,20190222,20200214,CZCE +410,SM2002.ZCE,SM002,锰硅2002,20190222,20200214,CZCE +411,TA2002.ZCE,TA002,PTA2002,20190222,20200214,CZCE +412,SF1412.ZCE,SF412,硅铁1412,20140808,20141212,CZCE +413,OI1511.ZCE,OI511,菜油1511,20141117,20151113,CZCE +414,PK2411.ZCE,PK411,花生2411,20231115,20241114,CZCE +415,FG1703.ZCE,FG703,玻璃1703,20160315,20170314,CZCE +416,FG1404.ZCE,FG404,玻璃1404,20130417,20140415,CZCE +417,WT0403.ZCE,WT403,硬麦0403,20021202,20040323,CZCE +418,WH1501.ZCE,WH501,强麦1501,20140116,20150116,CZCE +419,ME1305.ZCE,ME305,甲醇1305,20120516,20130515,CZCE +420,OI2507.ZCE,OI507,菜油2507,20240715,20250714,CZCE +421,JR1701.ZCE,JR701,粳稻1701,20160118,20170116,CZCE +422,WT0611.ZCE,WT611,硬麦0611,20051201,20061122,CZCE +423,TA1402.ZCE,TA402,PTA1402,20130222,20140220,CZCE +424,ZC2507.ZCE,ZC507,动力煤2507,20240708,20250707,CZCE +425,ZC2009.ZCE,ZC009,动力煤2009,20190909,20200907,CZCE +426,WS0807.ZCE,WS807,强麦0807,20070724,20080723,CZCE +427,ZC2103.ZCE,ZC103,动力煤2103,20200309,20210305,CZCE +428,FG1506.ZCE,FG506,玻璃1506,20140617,20150612,CZCE +429,SR1911.ZCE,SR911,白糖1911,20181115,20191114,CZCE +430,RM1911.ZCE,RM911,菜粕1911,20181115,20191114,CZCE +431,OI1911.ZCE,OI911,菜油1911,20181115,20191114,CZCE +432,SF1911.ZCE,SF911,硅铁1911,20181115,20191114,CZCE +433,MA1911.ZCE,MA911,甲醇1911,20181115,20191114,CZCE +434,JR1911.ZCE,JR911,粳稻1911,20181115,20191114,CZCE +435,TA1911.ZCE,TA911,PTA1911,20181115,20191114,CZCE +436,SM1911.ZCE,SM911,锰硅1911,20181115,20191114,CZCE +437,CY1911.ZCE,CY911,棉纱1911,20181115,20191114,CZCE +438,FG1911.ZCE,FG911,玻璃1911,20181115,20191114,CZCE +439,PM1911.ZCE,PM911,普麦1911,20181115,20191114,CZCE +440,LR1911.ZCE,LR911,晚籼稻1911,20181115,20191114,CZCE +441,AP1911.ZCE,AP911,苹果1911,20181115,20191114,CZCE +442,CF1911.ZCE,CF911,郑棉1911,20181115,20191114,CZCE +443,WH1911.ZCE,WH911,强麦1911,20181115,20191114,CZCE +444,RS1911.ZCE,RS911,菜籽1911,20181115,20191114,CZCE +445,RI1911.ZCE,RI911,早籼稻1911,20181115,20191114,CZCE +446,MA1510.ZCE,MA510,甲醇1510,20141022,20151021,CZCE +447,PK2203.ZCE,PK203,花生2203,20210315,20220314,CZCE +448,SF1606.ZCE,SF606,硅铁1606,20150615,20160616,CZCE +449,ME1407.ZCE,ME407,甲醇1407,20130715,20140714,CZCE +450,ZC2005.ZCE,ZC005,动力煤2005,20190513,20200512,CZCE +451,JR2505.ZCE,JR505,粳稻2505,20240520,20250514,CZCE +452,WS0603.ZCE,WS603,强麦0603,20050401,20060323,CZCE +453,TA0806.ZCE,TA806,PTA0806,20070615,20080616,CZCE +454,OI1407.ZCE,OI407,菜油1407,20130715,20140714,CZCE +455,SR0811.ZCE,SR811,白糖0811,20071115,20081114,CZCE +456,LR2505.ZCE,LR505,晚籼稻2505,20240520,20250514,CZCE +457,TA2208.ZCE,TA208,PTA2208,20210816,20220812,CZCE +458,MA2208.ZCE,MA208,甲醇2208,20210816,20220812,CZCE +459,FG2208.ZCE,FG208,玻璃2208,20210816,20220812,CZCE +460,RM2208.ZCE,RM208,菜粕2208,20210816,20220812,CZCE +461,RS2208.ZCE,RS208,菜籽2208,20210816,20220812,CZCE +462,SF2208.ZCE,SF208,硅铁2208,20210816,20220812,CZCE +463,SM2208.ZCE,SM208,锰硅2208,20210816,20220812,CZCE +464,CY2208.ZCE,CY208,棉纱2208,20210816,20220812,CZCE +465,UR2208.ZCE,UR208,尿素2208,20210816,20220812,CZCE +466,SA2208.ZCE,SA208,纯碱2208,20210816,20220812,CZCE +467,PF2208.ZCE,PF208,短纤2208,20210816,20220812,CZCE +468,WT0809.ZCE,WT809,硬麦0809,20070921,20080918,CZCE +469,RS1409.ZCE,RS409,菜籽1409,20130916,20140915,CZCE +470,PM1511.ZCE,PM511,普麦1511,20141117,20151113,CZCE +471,ER1303.ZCE,ER303,早籼稻1303,20120323,20130321,CZCE +472,RM1503.ZCE,RM503,菜粕1503,20140317,20150313,CZCE +473,ER1211.ZCE,ER211,早籼稻1211,20111123,20121122,CZCE +474,UR2502.ZCE,UR502,尿素2502,20240223,20250214,CZCE +475,FG1510.ZCE,FG510,玻璃1510,20141022,20151021,CZCE +476,MA1702.ZCE,MA702,甲醇1702,20160222,20170216,CZCE +477,MA2502.ZCE,MA502,甲醇2502,20240223,20250214,CZCE +478,PM1701.ZCE,PM701,普麦1701,20160118,20170116,CZCE +479,CF0604.ZCE,CF604,郑棉0604,20050509,20060414,CZCE +480,ZC1701.ZCE,ZC701,动力煤1701,20160111,20170109,CZCE +481,WH1711.ZCE,WH711,强麦1711,20161115,20171114,CZCE +482,TA1702.ZCE,TA702,PTA1702,20160222,20170216,CZCE +483,TA0805.ZCE,TA805,PTA0805,20070522,20080516,CZCE +484,ZC2207.ZCE,ZC207,动力煤2207,20210708,20220707,CZCE +485,ER1009.ZCE,ER009,早籼稻1009,20090923,20100917,CZCE +486,SF1603.ZCE,SF603,硅铁1603,20150316,20160314,CZCE +487,CF0907.ZCE,CF907,郑棉0907,20080715,20090714,CZCE +488,CF2503.ZCE,CF503,郑棉2503,20240315,20250314,CZCE +489,PF2412.ZCE,PF412,短纤2412,20231215,20241213,CZCE +490,WT0401.ZCE,WT401,硬麦0401,20021008,20040112,CZCE +491,SR1309.ZCE,SR309,白糖1309,20120315,20130913,CZCE +492,SR1609.ZCE,SR609,白糖1609,20150316,20160914,CZCE +493,CF0606.ZCE,CF606,郑棉0606,20050701,20060614,CZCE +494,ZC2201.ZCE,ZC201,动力煤2201,20210111,20220110,CZCE +495,AP1805.ZCE,AP805,苹果1805,20171222,20180515,CZCE +496,AP1812.ZCE,AP812,苹果1812,20171222,20181214,CZCE +497,AP1811.ZCE,AP811,苹果1811,20171222,20181114,CZCE +498,AP1810.ZCE,AP810,苹果1810,20171222,20181019,CZCE +499,AP1807.ZCE,AP807,苹果1807,20171222,20180713,CZCE +500,ZC1804.ZCE,ZC804,动力煤1804,20170412,20180410,CZCE +501,FG1610.ZCE,FG610,玻璃1610,20151022,20161021,CZCE +502,WS1205.ZCE,WS205,强麦1205,20101123,20120523,CZCE +503,MA1606.ZCE,MA606,甲醇1606,20150615,20160616,CZCE +504,SM1707.ZCE,SM707,锰硅1707,20160715,20170714,CZCE +505,PM2207.ZCE,PM207,普麦2207,20210715,20220714,CZCE +506,WH2207.ZCE,WH207,强麦2207,20210715,20220714,CZCE +507,CF2207.ZCE,CF207,郑棉2207,20210715,20220714,CZCE +508,SR2207.ZCE,SR207,白糖2207,20210715,20220714,CZCE +509,TA2207.ZCE,TA207,PTA2207,20210715,20220714,CZCE +510,OI2207.ZCE,OI207,菜油2207,20210715,20220714,CZCE +511,RI2207.ZCE,RI207,早籼稻2207,20210715,20220714,CZCE +512,MA2207.ZCE,MA207,甲醇2207,20210715,20220714,CZCE +513,FG2207.ZCE,FG207,玻璃2207,20210715,20220714,CZCE +514,RS2207.ZCE,RS207,菜籽2207,20210715,20220714,CZCE +515,RM2207.ZCE,RM207,菜粕2207,20210715,20220714,CZCE +516,JR2207.ZCE,JR207,粳稻2207,20210715,20220714,CZCE +517,LR2207.ZCE,LR207,晚籼稻2207,20210715,20220714,CZCE +518,SF2207.ZCE,SF207,硅铁2207,20210715,20220714,CZCE +519,SM2207.ZCE,SM207,锰硅2207,20210715,20220714,CZCE +520,CY2207.ZCE,CY207,棉纱2207,20210715,20220714,CZCE +521,CJ2207.ZCE,CJ207,红枣2207,20210715,20220714,CZCE +522,UR2207.ZCE,UR207,尿素2207,20210715,20220714,CZCE +523,SA2207.ZCE,SA207,纯碱2207,20210715,20220714,CZCE +524,PF2207.ZCE,PF207,短纤2207,20210715,20220714,CZCE +525,TA2408.ZCE,TA408,PTA2408,20230815,20240814,CZCE +526,MA2408.ZCE,MA408,甲醇2408,20230815,20240814,CZCE +527,FG2408.ZCE,FG408,玻璃2408,20230815,20240814,CZCE +528,RM2408.ZCE,RM408,菜粕2408,20230815,20240814,CZCE +529,RS2408.ZCE,RS408,菜籽2408,20230815,20240814,CZCE +530,SF2408.ZCE,SF408,硅铁2408,20230815,20240814,CZCE +531,SM2408.ZCE,SM408,锰硅2408,20230815,20240814,CZCE +532,CY2408.ZCE,CY408,棉纱2408,20230815,20240814,CZCE +533,UR2408.ZCE,UR408,尿素2408,20230815,20240814,CZCE +534,SA2408.ZCE,SA408,纯碱2408,20230815,20240814,CZCE +535,PF2408.ZCE,PF408,短纤2408,20230815,20240814,CZCE +536,FG1311.ZCE,FG311,玻璃1311,20121203,20131114,CZCE +537,ZC1811.ZCE,ZC811,动力煤1811,20171108,20181107,CZCE +538,ZC1607.ZCE,ZC607,动力煤1607,20150708,20160707,CZCE +539,ER1101.ZCE,ER101,早籼稻1101,20100122,20110121,CZCE +540,OI1607.ZCE,OI607,菜油1607,20150715,20160714,CZCE +541,WT0607.ZCE,WT607,硬麦0607,20050801,20060721,CZCE +542,WH1611.ZCE,WH611,强麦1611,20151116,20161114,CZCE +543,CF0704.ZCE,CF704,郑棉0704,20060508,20070413,CZCE +544,TA1709.ZCE,TA709,PTA1709,20160919,20170914,CZCE +545,TC1403.ZCE,TC403,动力煤1403,20130926,20140307,CZCE +546,RS1308.ZCE,RS308,菜籽1308,20121228,20130814,CZCE +547,CF1711.ZCE,CF711,郑棉1711,20161115,20171114,CZCE +548,PM1907.ZCE,PM907,普麦1907,20180716,20190712,CZCE +549,WH1907.ZCE,WH907,强麦1907,20180716,20190712,CZCE +550,CF1907.ZCE,CF907,郑棉1907,20180716,20190712,CZCE +551,TA1907.ZCE,TA907,PTA1907,20180716,20190712,CZCE +552,OI1907.ZCE,OI907,菜油1907,20180716,20190712,CZCE +553,RI1907.ZCE,RI907,早籼稻1907,20180716,20190712,CZCE +554,MA1907.ZCE,MA907,甲醇1907,20180716,20190712,CZCE +555,FG1907.ZCE,FG907,玻璃1907,20180716,20190712,CZCE +556,RS1907.ZCE,RS907,菜籽1907,20180716,20190712,CZCE +557,RM1907.ZCE,RM907,菜粕1907,20180716,20190712,CZCE +558,JR1907.ZCE,JR907,粳稻1907,20180716,20190712,CZCE +559,LR1907.ZCE,LR907,晚籼稻1907,20180716,20190712,CZCE +560,SF1907.ZCE,SF907,硅铁1907,20180716,20190712,CZCE +561,SM1907.ZCE,SM907,锰硅1907,20180716,20190712,CZCE +562,CY1907.ZCE,CY907,棉纱1907,20180716,20190712,CZCE +563,AP1907.ZCE,AP907,苹果1907,20180716,20190712,CZCE +564,CY2306.ZCE,CY306,棉纱2306,20220616,20230614,CZCE +565,FG2306.ZCE,FG306,玻璃2306,20220616,20230614,CZCE +566,SA2306.ZCE,SA306,纯碱2306,20220616,20230614,CZCE +567,SF2306.ZCE,SF306,硅铁2306,20220616,20230614,CZCE +568,SM2306.ZCE,SM306,锰硅2306,20220616,20230614,CZCE +569,TA2306.ZCE,TA306,PTA2306,20220616,20230614,CZCE +570,UR2306.ZCE,UR306,尿素2306,20220616,20230614,CZCE +571,SR1505.ZCE,SR505,白糖1505,20131115,20150515,CZCE +572,WS0909.ZCE,WS909,强麦0909,20080324,20090922,CZCE +573,TA0810.ZCE,TA810,PTA0810,20071022,20081017,CZCE +574,OI1901.ZCE,OI901,菜油1901,20180116,20190115,CZCE +575,WH1901.ZCE,WH901,强麦1901,20180116,20190115,CZCE +576,CF1901.ZCE,CF901,郑棉1901,20180116,20190115,CZCE +577,PM1901.ZCE,PM901,普麦1901,20180116,20190115,CZCE +578,LR1901.ZCE,LR901,晚籼稻1901,20180116,20190115,CZCE +579,JR1901.ZCE,JR901,粳稻1901,20180116,20190115,CZCE +580,RI1901.ZCE,RI901,早籼稻1901,20180116,20190115,CZCE +581,RM1901.ZCE,RM901,菜粕1901,20180116,20190115,CZCE +582,CY1901.ZCE,CY901,棉纱1901,20180116,20190115,CZCE +583,TA1901.ZCE,TA901,PTA1901,20180116,20190115,CZCE +584,SF1901.ZCE,SF901,硅铁1901,20180116,20190115,CZCE +585,MA1901.ZCE,MA901,甲醇1901,20180116,20190115,CZCE +586,SM1901.ZCE,SM901,锰硅1901,20180116,20190115,CZCE +587,FG1901.ZCE,FG901,玻璃1901,20180116,20190115,CZCE +588,WT1101.ZCE,WT101,硬麦1101,20100122,20110121,CZCE +589,ZC2302.ZCE,ZC302,动力煤2302,20220214,20230207,CZCE +590,SM2505.ZCE,SM505,锰硅2505,20240520,20250514,CZCE +591,TA0706.ZCE,TA706,PTA0706,20061218,20070614,CZCE +592,CF1309.ZCE,CF309,郑棉1309,20120917,20130913,CZCE +593,SR0609.ZCE,SR609,白糖0609,20060106,20060914,CZCE +594,TA1312.ZCE,TA312,PTA1312,20121217,20131213,CZCE +595,FG2412.ZCE,FG412,玻璃2412,20231215,20241213,CZCE +596,JR1709.ZCE,JR709,粳稻1709,20160919,20170914,CZCE +597,PM2409.ZCE,PM409,普麦2409,20230915,20240913,CZCE +598,WH2409.ZCE,WH409,强麦2409,20230915,20240913,CZCE +599,CF2409.ZCE,CF409,郑棉2409,20230915,20240913,CZCE +600,SR2409.ZCE,SR409,白糖2409,20230915,20240913,CZCE +601,TA2409.ZCE,TA409,PTA2409,20230915,20240913,CZCE +602,OI2409.ZCE,OI409,菜油2409,20230915,20240913,CZCE +603,RI2409.ZCE,RI409,早籼稻2409,20230915,20240913,CZCE +604,MA2409.ZCE,MA409,甲醇2409,20230915,20240913,CZCE +605,FG2409.ZCE,FG409,玻璃2409,20230915,20240913,CZCE +606,RM2409.ZCE,RM409,菜粕2409,20230915,20240913,CZCE +607,RS2409.ZCE,RS409,菜籽2409,20230915,20240913,CZCE +608,JR2409.ZCE,JR409,粳稻2409,20230915,20240913,CZCE +609,LR2409.ZCE,LR409,晚籼稻2409,20230915,20240913,CZCE +610,SF2409.ZCE,SF409,硅铁2409,20230915,20240913,CZCE +611,SM2409.ZCE,SM409,锰硅2409,20230915,20240913,CZCE +612,CY2409.ZCE,CY409,棉纱2409,20230915,20240913,CZCE +613,CJ2409.ZCE,CJ409,红枣2409,20230915,20240913,CZCE +614,UR2409.ZCE,UR409,尿素2409,20230915,20240913,CZCE +615,SA2409.ZCE,SA409,纯碱2409,20230915,20240913,CZCE +616,PF2409.ZCE,PF409,短纤2409,20230915,20240913,CZCE +617,TA1210.ZCE,TA210,PTA1210,20111024,20121019,CZCE +618,SR1011.ZCE,SR011,白糖1011,20090518,20101112,CZCE +619,WS1201.ZCE,WS201,强麦1201,20100723,20120116,CZCE +620,CF0605.ZCE,CF605,郑棉0605,20050601,20060519,CZCE +621,OI1507.ZCE,OI507,菜油1507,20140715,20150714,CZCE +622,ZC1711.ZCE,ZC711,动力煤1711,20161108,20171107,CZCE +623,CF0711.ZCE,CF711,郑棉0711,20061115,20071114,CZCE +624,SR1603.ZCE,SR603,白糖1603,20140916,20160314,CZCE +625,PX2502.ZCE,PX502,对二甲苯2502,20240223,20250214,CZCE +626,PM1309.ZCE,PM309,普麦1309,20120921,20130913,CZCE +627,ZC2211.ZCE,ZC211,动力煤2211,20211108,20221107,CZCE +628,WS0305.ZCE,WS305,强麦0305,20030328,20030522,CZCE +629,OI1603.ZCE,OI603,菜油1603,20150316,20160314,CZCE +630,SR1303.ZCE,SR303,白糖1303,20110916,20130314,CZCE +631,PK2501.ZCE,PK501,花生2501,20240116,20250114,CZCE +632,WS0501.ZCE,WS501,强麦0501,20040202,20050121,CZCE +633,ER0911.ZCE,ER911,早籼稻0911,20090420,20091120,CZCE +634,MA1711.ZCE,MA711,甲醇1711,20161115,20171114,CZCE +635,ZC1608.ZCE,ZC608,动力煤1608,20150810,20160805,CZCE +636,TC1312.ZCE,TC312,动力煤1312,20130926,20131206,CZCE +637,LR1607.ZCE,LR607,晚籼稻1607,20150715,20160714,CZCE +638,CF2509.ZCE,CF509,郑棉2509,20240918,20250912,CZCE +639,CJ2509.ZCE,CJ509,红枣2509,20240918,20250912,CZCE +640,CY2509.ZCE,CY509,棉纱2509,20240918,20250912,CZCE +641,FG2509.ZCE,FG509,玻璃2509,20240918,20250912,CZCE +642,JR2509.ZCE,JR509,粳稻2509,20240918,20250912,CZCE +643,LR2509.ZCE,LR509,晚籼稻2509,20240918,20250912,CZCE +644,MA2509.ZCE,MA509,甲醇2509,20240918,20250912,CZCE +645,OI2509.ZCE,OI509,菜油2509,20240918,20250912,CZCE +646,PF2509.ZCE,PF509,短纤2509,20240918,20250912,CZCE +647,PM2509.ZCE,PM509,普麦2509,20240918,20250912,CZCE +648,PR2509.ZCE,PR509,瓶片2509,20240918,20250912,CZCE +649,PX2509.ZCE,PX509,对二甲苯2509,20240918,20250912,CZCE +650,RI2509.ZCE,RI509,早籼稻2509,20240918,20250912,CZCE +651,RM2509.ZCE,RM509,菜粕2509,20240918,20250912,CZCE +652,RS2509.ZCE,RS509,菜籽2509,20240918,20250912,CZCE +653,SA2509.ZCE,SA509,纯碱2509,20240918,20250912,CZCE +654,SF2509.ZCE,SF509,硅铁2509,20240918,20250912,CZCE +655,SH2509.ZCE,SH509,烧碱2509,20240918,20250912,CZCE +656,SM2509.ZCE,SM509,锰硅2509,20240918,20250912,CZCE +657,SR2509.ZCE,SR509,白糖2509,20240918,20250912,CZCE +658,TA2509.ZCE,TA509,PTA2509,20240918,20250912,CZCE +659,UR2509.ZCE,UR509,尿素2509,20240918,20250912,CZCE +660,WH2509.ZCE,WH509,强麦2509,20240918,20250912,CZCE +661,OI1309.ZCE,OI309,菜油1309,20120917,20130913,CZCE +662,SR1607.ZCE,SR607,白糖1607,20150119,20160714,CZCE +663,WT0801.ZCE,WT801,硬麦0801,20070124,20080123,CZCE +664,TA1212.ZCE,TA212,PTA1212,20111215,20121214,CZCE +665,WT0011.ZCE,WT011,硬麦0011,19991201,20001122,CZCE +666,MA1705.ZCE,MA705,甲醇1705,20160517,20170515,CZCE +667,CY2505.ZCE,CY505,棉纱2505,20240520,20250514,CZCE +668,AP2410.ZCE,AP410,苹果2410,20231023,20241021,CZCE +669,CY2410.ZCE,CY410,棉纱2410,20231023,20241021,CZCE +670,FG2410.ZCE,FG410,玻璃2410,20231023,20241021,CZCE +671,MA2410.ZCE,MA410,甲醇2410,20231023,20241021,CZCE +672,PF2410.ZCE,PF410,短纤2410,20231023,20241021,CZCE +673,PK2410.ZCE,PK410,花生2410,20231023,20241021,CZCE +674,SA2410.ZCE,SA410,纯碱2410,20231023,20241021,CZCE +675,SF2410.ZCE,SF410,硅铁2410,20231023,20241021,CZCE +676,SM2410.ZCE,SM410,锰硅2410,20231023,20241021,CZCE +677,TA2410.ZCE,TA410,PTA2410,20231023,20241021,CZCE +678,UR2410.ZCE,UR410,尿素2410,20231023,20241021,CZCE +679,PM2505.ZCE,PM505,普麦2505,20240520,20250514,CZCE +680,TA2312.ZCE,TA312,PTA2312,20221215,20231214,CZCE +681,UR2312.ZCE,UR312,尿素2312,20221215,20231214,CZCE +682,CY2312.ZCE,CY312,棉纱2312,20221215,20231214,CZCE +683,FG2312.ZCE,FG312,玻璃2312,20221215,20231214,CZCE +684,MA2312.ZCE,MA312,甲醇2312,20221215,20231214,CZCE +685,PF2312.ZCE,PF312,短纤2312,20221215,20231214,CZCE +686,SF2312.ZCE,SF312,硅铁2312,20221215,20231214,CZCE +687,SA2312.ZCE,SA312,纯碱2312,20221215,20231214,CZCE +688,SM2312.ZCE,SM312,锰硅2312,20221215,20231214,CZCE +689,PK2312.ZCE,PK312,花生2312,20221215,20231214,CZCE +690,AP2312.ZCE,AP312,苹果2312,20221215,20231214,CZCE +691,CJ2312.ZCE,CJ312,红枣2312,20221215,20231214,CZCE +692,TA1101.ZCE,TA101,PTA1101,20100118,20110117,CZCE +693,CF2507.ZCE,CF507,郑棉2507,20240715,20250714,CZCE +694,ZC2504.ZCE,ZC504,动力煤2504,20240410,20250407,CZCE +695,ZC2401.ZCE,ZC401,动力煤2401,20230110,20240108,CZCE +696,SR1605.ZCE,SR605,白糖1605,20141117,20160516,CZCE +697,UR2001.ZCE,UR001,尿素2001,20190809,20200115,CZCE +698,UR2002.ZCE,UR002,尿素2002,20190809,20200214,CZCE +699,UR2003.ZCE,UR003,尿素2003,20190809,20200313,CZCE +700,UR2004.ZCE,UR004,尿素2004,20190809,20200415,CZCE +701,UR2005.ZCE,UR005,尿素2005,20190809,20200519,CZCE +702,UR2006.ZCE,UR006,尿素2006,20190809,20200612,CZCE +703,UR2007.ZCE,UR007,尿素2007,20190809,20200714,CZCE +704,RO0805.ZCE,RO805,菜油0805,20070608,20080516,CZCE +705,WT0907.ZCE,WT907,硬麦0907,20080724,20090723,CZCE +706,LR1711.ZCE,LR711,晚籼稻1711,20161115,20171114,CZCE +707,TA0802.ZCE,TA802,PTA0802,20070416,20080221,CZCE +708,PM1507.ZCE,PM507,普麦1507,20140715,20150714,CZCE +709,RI1711.ZCE,RI711,早籼稻1711,20161115,20171114,CZCE +710,PM1607.ZCE,PM607,普麦1607,20150715,20160714,CZCE +711,FG2007.ZCE,FG007,玻璃2007,20190715,20200714,CZCE +712,CY2007.ZCE,CY007,棉纱2007,20190715,20200714,CZCE +713,TA2007.ZCE,TA007,PTA2007,20190715,20200714,CZCE +714,SF2007.ZCE,SF007,硅铁2007,20190715,20200714,CZCE +715,MA2007.ZCE,MA007,甲醇2007,20190715,20200714,CZCE +716,SM2007.ZCE,SM007,锰硅2007,20190715,20200714,CZCE +717,AP2007.ZCE,AP007,苹果2007,20190715,20200714,CZCE +718,RM2007.ZCE,RM007,菜粕2007,20190715,20200714,CZCE +719,CF2007.ZCE,CF007,郑棉2007,20190715,20200714,CZCE +720,SR2007.ZCE,SR007,白糖2007,20190715,20200714,CZCE +721,OI2007.ZCE,OI007,菜油2007,20190715,20200714,CZCE +722,WH2007.ZCE,WH007,强麦2007,20190715,20200714,CZCE +723,PM2007.ZCE,PM007,普麦2007,20190715,20200714,CZCE +724,LR2007.ZCE,LR007,晚籼稻2007,20190715,20200714,CZCE +725,JR2007.ZCE,JR007,粳稻2007,20190715,20200714,CZCE +726,RI2007.ZCE,RI007,早籼稻2007,20190715,20200714,CZCE +727,RS2007.ZCE,RS007,菜籽2007,20190715,20200714,CZCE +728,CJ2007.ZCE,CJ007,红枣2007,20190715,20200714,CZCE +729,PM2501.ZCE,PM501,普麦2501,20240116,20250114,CZCE +730,CF1705.ZCE,CF705,郑棉1705,20160517,20170515,CZCE +731,TA1504.ZCE,TA504,PTA1504,20140416,20150415,CZCE +732,JR1603.ZCE,JR603,粳稻1603,20150316,20160314,CZCE +733,CF1803.ZCE,CF803,郑棉1803,20170315,20180314,CZCE +734,FG1803.ZCE,FG803,玻璃1803,20170315,20180314,CZCE +735,JR1803.ZCE,JR803,粳稻1803,20170315,20180314,CZCE +736,LR1803.ZCE,LR803,晚籼稻1803,20170315,20180314,CZCE +737,MA1803.ZCE,MA803,甲醇1803,20170315,20180314,CZCE +738,OI1803.ZCE,OI803,菜油1803,20170315,20180314,CZCE +739,PM1803.ZCE,PM803,普麦1803,20170315,20180314,CZCE +740,RI1803.ZCE,RI803,早籼稻1803,20170315,20180314,CZCE +741,RM1803.ZCE,RM803,菜粕1803,20170315,20180314,CZCE +742,SF1803.ZCE,SF803,硅铁1803,20170315,20180314,CZCE +743,SM1803.ZCE,SM803,锰硅1803,20170315,20180314,CZCE +744,SR1809.ZCE,SR809,白糖1809,20170315,20180914,CZCE +745,TA1803.ZCE,TA803,PTA1803,20170315,20180314,CZCE +746,WH1803.ZCE,WH803,强麦1803,20170315,20180314,CZCE +747,TC1508.ZCE,TC508,动力煤1508,20140808,20150807,CZCE +748,WH1401.ZCE,WH401,强麦1401,20130124,20140115,CZCE +749,CF0601.ZCE,CF601,郑棉0601,20050201,20060117,CZCE +750,RO0807.ZCE,RO807,菜油0807,20070716,20080714,CZCE +751,TA1009.ZCE,TA009,PTA1009,20090915,20100914,CZCE +752,SF1511.ZCE,SF511,硅铁1511,20141117,20151113,CZCE +753,ZC2203.ZCE,ZC203,动力煤2203,20210308,20220307,CZCE +754,RI1507.ZCE,RI507,早籼稻1507,20140715,20150714,CZCE +755,RO1209.ZCE,RO209,菜油1209,20110916,20120914,CZCE +756,MA2504.ZCE,MA504,甲醇2504,20240417,20250414,CZCE +757,RM1505.ZCE,RM505,菜粕1505,20140519,20150515,CZCE +758,TA1108.ZCE,TA108,PTA1108,20100816,20110812,CZCE +759,ME1503.ZCE,ME503,甲醇1503,20140317,20150313,CZCE +760,ME1212.ZCE,ME212,甲醇1212,20111215,20121214,CZCE +761,TC1402.ZCE,TC402,动力煤1402,20130926,20140213,CZCE +762,FG1711.ZCE,FG711,玻璃1711,20161115,20171114,CZCE +763,TA1509.ZCE,TA509,PTA1509,20140916,20150916,CZCE +764,SM2504.ZCE,SM504,锰硅2504,20240417,20250414,CZCE +765,MA1709.ZCE,MA709,甲醇1709,20160919,20170914,CZCE +766,FG1603.ZCE,FG603,玻璃1603,20150316,20160314,CZCE +767,JR1505.ZCE,JR505,粳稻1505,20140519,20150515,CZCE +768,OI1707.ZCE,OI707,菜油1707,20160715,20170714,CZCE +769,MA1712.ZCE,MA712,甲醇1712,20161215,20171214,CZCE +770,OI1605.ZCE,OI605,菜油1605,20150518,20160516,CZCE +771,SR1007.ZCE,SR007,白糖1007,20090119,20100714,CZCE +772,RI1607.ZCE,RI607,早籼稻1607,20150715,20160714,CZCE +773,FG1602.ZCE,FG602,玻璃1602,20150216,20160219,CZCE +774,ZC2411.ZCE,ZC411,动力煤2411,20231108,20241107,CZCE +775,LR1503.ZCE,LR503,晚籼稻1503,20140708,20150313,CZCE +776,LR1411.ZCE,LR411,晚籼稻1411,20140708,20141114,CZCE +777,CF1411.ZCE,CF411,郑棉1411,20131115,20141114,CZCE +778,SR0801.ZCE,SR801,白糖0801,20070118,20080115,CZCE +779,TC1601.ZCE,TC601,动力煤1601,20150112,20160108,CZCE +780,RS1708.ZCE,RS708,菜籽1708,20160815,20170814,CZCE +781,ZC1807.ZCE,ZC807,动力煤1807,20170710,20180706,CZCE +782,WH1603.ZCE,WH603,强麦1603,20150316,20160314,CZCE +783,FG1708.ZCE,FG708,玻璃1708,20160815,20170814,CZCE +784,ZC2105.ZCE,ZC105,动力煤2105,20200513,20210512,CZCE +785,MA1604.ZCE,MA604,甲醇1604,20150416,20160415,CZCE +786,FG1409.ZCE,FG409,玻璃1409,20130916,20140915,CZCE +787,ME1303.ZCE,ME303,甲醇1303,20120315,20130314,CZCE +788,WH1307.ZCE,WH307,强麦1307,20120724,20130712,CZCE +789,WS1009.ZCE,WS009,强麦1009,20090324,20100917,CZCE +790,RI1611.ZCE,RI611,早籼稻1611,20151116,20161114,CZCE +791,RO1207.ZCE,RO207,菜油1207,20110715,20120713,CZCE +792,FG1402.ZCE,FG402,玻璃1402,20130222,20140220,CZCE +793,CF0903.ZCE,CF903,郑棉0903,20080317,20090313,CZCE +794,ZC2212.ZCE,ZC212,动力煤2212,20211208,20221207,CZCE +795,CF1709.ZCE,CF709,郑棉1709,20160919,20170914,CZCE +796,TA1706.ZCE,TA706,PTA1706,20160617,20170614,CZCE +797,TA0708.ZCE,TA708,PTA0708,20070215,20070814,CZCE +798,ZC2202.ZCE,ZC202,动力煤2202,20210208,20220211,CZCE +799,ZC2208.ZCE,ZC208,动力煤2208,20210809,20220805,CZCE +800,CF1211.ZCE,CF211,郑棉1211,20111115,20121114,CZCE +801,SA2005.ZCE,SA005,纯碱2005,20191206,20200519,CZCE +802,SA2006.ZCE,SA006,纯碱2006,20191206,20200612,CZCE +803,SA2007.ZCE,SA007,纯碱2007,20191206,20200714,CZCE +804,SA2008.ZCE,SA008,纯碱2008,20191206,20200814,CZCE +805,SA2009.ZCE,SA009,纯碱2009,20191206,20200914,CZCE +806,SA2010.ZCE,SA010,纯碱2010,20191206,20201022,CZCE +807,SA2011.ZCE,SA011,纯碱2011,20191206,20201113,CZCE +808,PF2111.ZCE,PF111,短纤2111,20201116,20211112,CZCE +809,JR1607.ZCE,JR607,粳稻1607,20150715,20160714,CZCE +810,PF2202.ZCE,PF202,短纤2202,20210222,20220218,CZCE +811,CF1111.ZCE,CF111,郑棉1111,20101115,20111114,CZCE +812,CF1403.ZCE,CF403,郑棉1403,20130315,20140314,CZCE +813,CJ2505.ZCE,CJ505,红枣2505,20240520,20250514,CZCE +814,TA0801.ZCE,TA801,PTA0801,20070315,20080115,CZCE +815,TA1908.ZCE,TA908,PTA1908,20180815,20190814,CZCE +816,MA1908.ZCE,MA908,甲醇1908,20180815,20190814,CZCE +817,FG1908.ZCE,FG908,玻璃1908,20180815,20190814,CZCE +818,RS1908.ZCE,RS908,菜籽1908,20180815,20190814,CZCE +819,RM1908.ZCE,RM908,菜粕1908,20180815,20190814,CZCE +820,SF1908.ZCE,SF908,硅铁1908,20180815,20190814,CZCE +821,SM1908.ZCE,SM908,锰硅1908,20180815,20190814,CZCE +822,CY1908.ZCE,CY908,棉纱1908,20180815,20190814,CZCE +823,TA0711.ZCE,TA711,PTA0711,20070315,20071114,CZCE +824,ZC2403.ZCE,ZC403,动力煤2403,20230308,20240307,CZCE +825,TA1012.ZCE,TA012,PTA1012,20091215,20101214,CZCE +826,SF1701.ZCE,SF701,硅铁1701,20160118,20170116,CZCE +827,PF2105.ZCE,PF105,短纤2105,20201012,20210519,CZCE +828,PF2106.ZCE,PF106,短纤2106,20201012,20210615,CZCE +829,PF2107.ZCE,PF107,短纤2107,20201012,20210714,CZCE +830,CF1201.ZCE,CF201,郑棉1201,20110118,20120117,CZCE +831,WH2505.ZCE,WH505,强麦2505,20240520,20250514,CZCE +832,CF0807.ZCE,CF807,郑棉0807,20070716,20080714,CZCE +833,TA1302.ZCE,TA302,PTA1302,20120215,20130221,CZCE +834,JR1501.ZCE,JR501,粳稻1501,20140116,20150116,CZCE +835,SF2504.ZCE,SF504,硅铁2504,20240417,20250414,CZCE +836,WT1211.ZCE,WT211,硬麦1211,20111123,20121122,CZCE +837,CF0703.ZCE,CF703,郑棉0703,20060403,20070314,CZCE +838,SH2405.ZCE,SH405,烧碱2405,20230915,20240517,CZCE +839,SH2406.ZCE,SH406,烧碱2406,20230915,20240617,CZCE +840,SH2407.ZCE,SH407,烧碱2407,20230915,20240712,CZCE +841,SH2408.ZCE,SH408,烧碱2408,20230915,20240814,CZCE +842,SH2409.ZCE,SH409,烧碱2409,20230915,20240913,CZCE +843,LR1509.ZCE,LR509,晚籼稻1509,20140916,20150916,CZCE +844,ER0909.ZCE,ER909,早籼稻0909,20090420,20090922,CZCE +845,TA1109.ZCE,TA109,PTA1109,20100915,20110915,CZCE +846,WH1311.ZCE,WH311,强麦1311,20121123,20131114,CZCE +847,CF1503.ZCE,CF503,郑棉1503,20140317,20150313,CZCE +848,WS0709.ZCE,WS709,强麦0709,20060922,20070920,CZCE +849,TA1707.ZCE,TA707,PTA1707,20160715,20170714,CZCE +850,LR2503.ZCE,LR503,晚籼稻2503,20240315,20250314,CZCE +851,PM1705.ZCE,PM705,普麦1705,20160517,20170515,CZCE +852,PM2003.ZCE,PM003,普麦2003,20190315,20200313,CZCE +853,WH2003.ZCE,WH003,强麦2003,20190315,20200313,CZCE +854,CF2003.ZCE,CF003,郑棉2003,20190315,20200313,CZCE +855,SR2003.ZCE,SR003,白糖2003,20190315,20200313,CZCE +856,TA2003.ZCE,TA003,PTA2003,20190315,20200313,CZCE +857,OI2003.ZCE,OI003,菜油2003,20190315,20200313,CZCE +858,RI2003.ZCE,RI003,早籼稻2003,20190315,20200313,CZCE +859,MA2003.ZCE,MA003,甲醇2003,20190315,20200313,CZCE +860,FG2003.ZCE,FG003,玻璃2003,20190315,20200313,CZCE +861,RM2003.ZCE,RM003,菜粕2003,20190315,20200313,CZCE +862,JR2003.ZCE,JR003,粳稻2003,20190315,20200313,CZCE +863,LR2003.ZCE,LR003,晚籼稻2003,20190315,20200313,CZCE +864,SF2003.ZCE,SF003,硅铁2003,20190315,20200313,CZCE +865,SM2003.ZCE,SM003,锰硅2003,20190315,20200313,CZCE +866,CY2003.ZCE,CY003,棉纱2003,20190315,20200313,CZCE +867,AP2003.ZCE,AP003,苹果2003,20190315,20200313,CZCE +868,AP2010.ZCE,AP010,苹果2010,20191022,20201022,CZCE +869,CY2010.ZCE,CY010,棉纱2010,20191022,20201022,CZCE +870,FG2010.ZCE,FG010,玻璃2010,20191022,20201022,CZCE +871,MA2010.ZCE,MA010,甲醇2010,20191022,20201022,CZCE +872,SF2010.ZCE,SF010,硅铁2010,20191022,20201022,CZCE +873,SM2010.ZCE,SM010,锰硅2010,20191022,20201022,CZCE +874,TA2010.ZCE,TA010,PTA2010,20191022,20201022,CZCE +875,PK2412.ZCE,PK412,花生2412,20231215,20241213,CZCE +876,TA0710.ZCE,TA710,PTA0710,20070215,20071019,CZCE +877,RM1605.ZCE,RM605,菜粕1605,20150518,20160516,CZCE +878,SR1903.ZCE,SR903,白糖1903,20170915,20190314,CZCE +879,CF0909.ZCE,CF909,郑棉0909,20080916,20090914,CZCE +880,CF0611.ZCE,CF611,郑棉0611,20051201,20061114,CZCE +881,FG1604.ZCE,FG604,玻璃1604,20150416,20160415,CZCE +882,ME1203.ZCE,ME203,甲醇1203,20111028,20120314,CZCE +883,CF1509.ZCE,CF509,郑棉1509,20140916,20150916,CZCE +884,CJ2501.ZCE,CJ501,红枣2501,20240116,20250114,CZCE +885,ZC2305.ZCE,ZC305,动力煤2305,20220512,20230510,CZCE +886,ZC2502.ZCE,ZC502,动力煤2502,20240208,20250207,CZCE +887,RI1709.ZCE,RI709,早籼稻1709,20160919,20170914,CZCE +888,CF0608.ZCE,CF608,郑棉0608,20050901,20060814,CZCE +889,FG2507.ZCE,FG507,玻璃2507,20240715,20250714,CZCE +890,FG1308.ZCE,FG308,玻璃1308,20121203,20130814,CZCE +891,PM1403.ZCE,PM403,普麦1403,20130315,20140314,CZCE +892,FG2506.ZCE,FG506,玻璃2506,20240618,20250613,CZCE +893,AP2301.ZCE,AP301,苹果2301,20220118,20230116,CZCE +894,CF2301.ZCE,CF301,郑棉2301,20220118,20230116,CZCE +895,CJ2301.ZCE,CJ301,红枣2301,20220118,20230116,CZCE +896,CY2301.ZCE,CY301,棉纱2301,20220118,20230116,CZCE +897,FG2301.ZCE,FG301,玻璃2301,20220118,20230116,CZCE +898,JR2301.ZCE,JR301,粳稻2301,20220118,20230116,CZCE +899,LR2301.ZCE,LR301,晚籼稻2301,20220118,20230116,CZCE +900,MA2301.ZCE,MA301,甲醇2301,20220118,20230116,CZCE +901,OI2301.ZCE,OI301,菜油2301,20220118,20230116,CZCE +902,PF2301.ZCE,PF301,短纤2301,20220118,20230116,CZCE +903,PK2301.ZCE,PK301,花生2301,20220118,20230116,CZCE +904,PM2301.ZCE,PM301,普麦2301,20220118,20230116,CZCE +905,RI2301.ZCE,RI301,早籼稻2301,20220118,20230116,CZCE +906,RM2301.ZCE,RM301,菜粕2301,20220118,20230116,CZCE +907,SA2301.ZCE,SA301,纯碱2301,20220118,20230116,CZCE +908,SF2301.ZCE,SF301,硅铁2301,20220118,20230116,CZCE +909,SM2301.ZCE,SM301,锰硅2301,20220118,20230116,CZCE +910,SR2301.ZCE,SR301,白糖2301,20220118,20230116,CZCE +911,TA2301.ZCE,TA301,PTA2301,20220118,20230116,CZCE +912,UR2301.ZCE,UR301,尿素2301,20220118,20230116,CZCE +913,WH2301.ZCE,WH301,强麦2301,20220118,20230116,CZCE +914,RM1408.ZCE,RM408,菜粕1408,20130815,20140814,CZCE +915,TA2503.ZCE,TA503,PTA2503,20240315,20250314,CZCE +916,WS0711.ZCE,WS711,强麦0711,20061123,20071122,CZCE +917,ER1205.ZCE,ER205,早籼稻1205,20110524,20120523,CZCE +918,TC1401.ZCE,TC401,动力煤1401,20130926,20140108,CZCE +919,WH1411.ZCE,WH411,强麦1411,20131115,20141114,CZCE +920,SM2507.ZCE,SM507,锰硅2507,20240715,20250714,CZCE +921,FG1405.ZCE,FG405,玻璃1405,20130516,20140516,CZCE +922,SM2412.ZCE,SM412,锰硅2412,20231215,20241213,CZCE +923,LR2501.ZCE,LR501,晚籼稻2501,20240116,20250114,CZCE +924,PX2506.ZCE,PX506,对二甲苯2506,20240618,20250613,CZCE +925,TA1102.ZCE,TA102,PTA1102,20100222,20110221,CZCE +926,SR1203.ZCE,SR203,白糖1203,20100915,20120314,CZCE +927,WS0803.ZCE,WS803,强麦0803,20070323,20080321,CZCE +928,TA2412.ZCE,TA412,PTA2412,20231215,20241213,CZCE +929,TC1512.ZCE,TC512,动力煤1512,20141208,20151207,CZCE +930,TC1501.ZCE,TC501,动力煤1501,20140109,20150109,CZCE +931,WT9903.ZCE,WT903,硬麦9903,19990104,19990323,CZCE +932,SF2506.ZCE,SF506,硅铁2506,20240618,20250613,CZCE +933,WS0707.ZCE,WS707,强麦0707,20060724,20070723,CZCE +934,PF2108.ZCE,PF108,短纤2108,20201012,20210813,CZCE +935,RM1709.ZCE,RM709,菜粕1709,20160919,20170914,CZCE +936,TA0809.ZCE,TA809,PTA0809,20070917,20080912,CZCE +937,WS0505.ZCE,WS505,强麦0505,20040601,20050523,CZCE +938,CY2202.ZCE,CY202,棉纱2202,20210222,20220218,CZCE +939,FG2202.ZCE,FG202,玻璃2202,20210222,20220218,CZCE +940,MA2202.ZCE,MA202,甲醇2202,20210222,20220218,CZCE +941,SA2202.ZCE,SA202,纯碱2202,20210222,20220218,CZCE +942,SF2202.ZCE,SF202,硅铁2202,20210222,20220218,CZCE +943,SM2202.ZCE,SM202,锰硅2202,20210222,20220218,CZCE +944,TA2202.ZCE,TA202,PTA2202,20210222,20220218,CZCE +945,UR2202.ZCE,UR202,尿素2202,20210222,20220218,CZCE +946,RM1309.ZCE,RM309,菜粕1309,20121228,20130913,CZCE +947,SF1608.ZCE,SF608,硅铁1608,20150817,20160812,CZCE +948,ER1011.ZCE,ER011,早籼稻1011,20091123,20101122,CZCE +949,TA2104.ZCE,TA104,PTA2104,20200416,20210415,CZCE +950,MA2104.ZCE,MA104,甲醇2104,20200416,20210415,CZCE +951,FG2104.ZCE,FG104,玻璃2104,20200416,20210415,CZCE +952,SF2104.ZCE,SF104,硅铁2104,20200416,20210415,CZCE +953,SM2104.ZCE,SM104,锰硅2104,20200416,20210415,CZCE +954,CY2104.ZCE,CY104,棉纱2104,20200416,20210415,CZCE +955,UR2104.ZCE,UR104,尿素2104,20200416,20210415,CZCE +956,SA2104.ZCE,SA104,纯碱2104,20200416,20210415,CZCE +957,TA0803.ZCE,TA803,PTA0803,20070416,20080314,CZCE +958,FG1608.ZCE,FG608,玻璃1608,20150817,20160812,CZCE +959,FG2503.ZCE,FG503,玻璃2503,20240315,20250314,CZCE +960,ZC1908.ZCE,ZC908,动力煤1908,20180808,20190807,CZCE +961,RI1511.ZCE,RI511,早籼稻1511,20141117,20151113,CZCE +962,CY2504.ZCE,CY504,棉纱2504,20240417,20250414,CZCE +963,TA2308.ZCE,TA308,PTA2308,20220815,20230814,CZCE +964,FG2308.ZCE,FG308,玻璃2308,20220815,20230814,CZCE +965,RM2308.ZCE,RM308,菜粕2308,20220815,20230814,CZCE +966,RS2308.ZCE,RS308,菜籽2308,20220815,20230814,CZCE +967,SF2308.ZCE,SF308,硅铁2308,20220815,20230814,CZCE +968,SM2308.ZCE,SM308,锰硅2308,20220815,20230814,CZCE +969,CY2308.ZCE,CY308,棉纱2308,20220815,20230814,CZCE +970,UR2308.ZCE,UR308,尿素2308,20220815,20230814,CZCE +971,SA2308.ZCE,SA308,纯碱2308,20220815,20230814,CZCE +972,PF2308.ZCE,PF308,短纤2308,20220815,20230814,CZCE +973,MA2308.ZCE,MA308,甲醇2308,20220815,20230814,CZCE +974,CF1405.ZCE,CF405,郑棉1405,20130516,20140516,CZCE +975,SM1608.ZCE,SM608,锰硅1608,20150817,20160812,CZCE +976,RS1709.ZCE,RS709,菜籽1709,20160919,20170914,CZCE +977,CY2508.ZCE,CY508,棉纱2508,20240815,20250814,CZCE +978,FG2508.ZCE,FG508,玻璃2508,20240815,20250814,CZCE +979,MA2508.ZCE,MA508,甲醇2508,20240815,20250814,CZCE +980,PF2508.ZCE,PF508,短纤2508,20240815,20250814,CZCE +981,PX2508.ZCE,PX508,对二甲苯2508,20240815,20250814,CZCE +982,RM2508.ZCE,RM508,菜粕2508,20240815,20250814,CZCE +983,RS2508.ZCE,RS508,菜籽2508,20240815,20250814,CZCE +984,SA2508.ZCE,SA508,纯碱2508,20240815,20250814,CZCE +985,SF2508.ZCE,SF508,硅铁2508,20240815,20250814,CZCE +986,SH2508.ZCE,SH508,烧碱2508,20240815,20250814,CZCE +987,SM2508.ZCE,SM508,锰硅2508,20240815,20250814,CZCE +988,TA2508.ZCE,TA508,PTA2508,20240815,20250814,CZCE +989,UR2508.ZCE,UR508,尿素2508,20240815,20250814,CZCE +990,CF0707.ZCE,CF707,郑棉0707,20060717,20070713,CZCE +991,OI2501.ZCE,OI501,菜油2501,20240116,20250114,CZCE +992,ZC2008.ZCE,ZC008,动力煤2008,20190808,20200807,CZCE +993,ZC2007.ZCE,ZC007,动力煤2007,20190708,20200707,CZCE +994,RO0709.ZCE,RO709,菜油0709,20070608,20070914,CZCE +995,RI1603.ZCE,RI603,早籼稻1603,20150316,20160314,CZCE +996,CF0510.ZCE,CF510,郑棉0510,20041101,20051021,CZCE +997,SF1610.ZCE,SF610,硅铁1610,20151022,20161021,CZCE +998,JR1409.ZCE,JR409,粳稻1409,20131118,20140915,CZCE +999,CF0701.ZCE,CF701,郑棉0701,20060206,20070117,CZCE +1000,TA1511.ZCE,TA511,PTA1511,20141117,20151113,CZCE +1001,WS0701.ZCE,WS701,强麦0701,20060206,20070123,CZCE +1002,ME1307.ZCE,ME307,甲醇1307,20120716,20130712,CZCE +1003,ZC1810.ZCE,ZC810,动力煤1810,20171016,20181012,CZCE +1004,PF2109.ZCE,PF109,短纤2109,20201012,20210914,CZCE +1005,ER1001.ZCE,ER001,早籼稻1001,20090420,20100121,CZCE +1006,RO1009.ZCE,RO009,菜油1009,20090915,20100914,CZCE +1007,ZC1809.ZCE,ZC809,动力煤1809,20170908,20180907,CZCE +1008,FG1806.ZCE,FG806,玻璃1806,20170615,20180614,CZCE +1009,MA1806.ZCE,MA806,甲醇1806,20170615,20180614,CZCE +1010,SF1806.ZCE,SF806,硅铁1806,20170615,20180614,CZCE +1011,SM1806.ZCE,SM806,锰硅1806,20170615,20180614,CZCE +1012,TA1806.ZCE,TA806,PTA1806,20170615,20180614,CZCE +1013,SF2507.ZCE,SF507,硅铁2507,20240715,20250714,CZCE +1014,CJ2009.ZCE,CJ009,红枣2009,20190917,20200914,CZCE +1015,LR1707.ZCE,LR707,晚籼稻1707,20160715,20170714,CZCE +1016,SF1604.ZCE,SF604,硅铁1604,20150416,20160415,CZCE +1017,RM1603.ZCE,RM603,菜粕1603,20150316,20160314,CZCE +1018,RO1305.ZCE,RO305,菜油1305,20120516,20130515,CZCE +1019,SM1604.ZCE,SM604,锰硅1604,20150416,20160415,CZCE +1020,MA1507.ZCE,MA507,甲醇1507,20140715,20150714,CZCE +1021,SF1707.ZCE,SF707,硅铁1707,20160715,20170714,CZCE +1022,WT1105.ZCE,WT105,硬麦1105,20100524,20110523,CZCE +1023,RI1705.ZCE,RI705,早籼稻1705,20160517,20170515,CZCE +1024,PM2411.ZCE,PM411,普麦2411,20231115,20241114,CZCE +1025,FG1802.ZCE,FG802,玻璃1802,20170217,20180214,CZCE +1026,MA1802.ZCE,MA802,甲醇1802,20170217,20180214,CZCE +1027,SF1802.ZCE,SF802,硅铁1802,20170217,20180214,CZCE +1028,SM1802.ZCE,SM802,锰硅1802,20170217,20180214,CZCE +1029,TA1802.ZCE,TA802,PTA1802,20170217,20180214,CZCE +1030,WT0201.ZCE,WT201,硬麦0201,20001009,20020123,CZCE +1031,ME1207.ZCE,ME207,甲醇1207,20111028,20120713,CZCE +1032,FG1403.ZCE,FG403,玻璃1403,20130315,20140314,CZCE +1033,ZC1802.ZCE,ZC802,动力煤1802,20170210,20180207,CZCE +1034,CF0504.ZCE,CF504,郑棉0504,20040601,20050414,CZCE +1035,WT0203.ZCE,WT203,硬麦0203,20001201,20020321,CZCE +1036,WT9901.ZCE,WT901,硬麦9901,19990104,19990121,CZCE +1037,RO1203.ZCE,RO203,菜油1203,20110315,20120314,CZCE +1038,SM2411.ZCE,SM411,锰硅2411,20231115,20241114,CZCE +1039,RS1611.ZCE,RS611,菜籽1611,20151116,20161114,CZCE +1040,FG1712.ZCE,FG712,玻璃1712,20161215,20171214,CZCE +1041,WS1105.ZCE,WS105,强麦1105,20091123,20110523,CZCE +1042,CF1105.ZCE,CF105,郑棉1105,20100518,20110516,CZCE +1043,CF1401.ZCE,CF401,郑棉1401,20130118,20140115,CZCE +1044,SF1704.ZCE,SF704,硅铁1704,20160418,20170418,CZCE +1045,WT0409.ZCE,WT409,硬麦0409,20031008,20040922,CZCE +1046,RM1407.ZCE,RM407,菜粕1407,20130715,20140714,CZCE +1047,WS1001.ZCE,WS001,强麦1001,20080724,20100121,CZCE +1048,TA0812.ZCE,TA812,PTA0812,20071217,20081212,CZCE +1049,TA1505.ZCE,TA505,PTA1505,20140519,20150515,CZCE +1050,SF1710.ZCE,SF710,硅铁1710,20161024,20171020,CZCE +1051,ZC1708.ZCE,ZC708,动力煤1708,20160808,20170807,CZCE +1052,SR1111.ZCE,SR111,白糖1111,20100518,20111114,CZCE +1053,PF2506.ZCE,PF506,短纤2506,20240618,20250613,CZCE +1054,SF1510.ZCE,SF510,硅铁1510,20141022,20151021,CZCE +1055,TA2505.ZCE,TA505,PTA2505,20240520,20250514,CZCE +1056,WH1511.ZCE,WH511,强麦1511,20141117,20151113,CZCE +1057,PM2205.ZCE,PM205,普麦2205,20210520,20220518,CZCE +1058,WH2205.ZCE,WH205,强麦2205,20210520,20220518,CZCE +1059,CF2205.ZCE,CF205,郑棉2205,20210520,20220518,CZCE +1060,SR2205.ZCE,SR205,白糖2205,20210520,20220518,CZCE +1061,TA2205.ZCE,TA205,PTA2205,20210520,20220518,CZCE +1062,OI2205.ZCE,OI205,菜油2205,20210520,20220518,CZCE +1063,RI2205.ZCE,RI205,早籼稻2205,20210520,20220518,CZCE +1064,MA2205.ZCE,MA205,甲醇2205,20210520,20220518,CZCE +1065,FG2205.ZCE,FG205,玻璃2205,20210520,20220518,CZCE +1066,RM2205.ZCE,RM205,菜粕2205,20210520,20220518,CZCE +1067,JR2205.ZCE,JR205,粳稻2205,20210520,20220518,CZCE +1068,LR2205.ZCE,LR205,晚籼稻2205,20210520,20220518,CZCE +1069,SF2205.ZCE,SF205,硅铁2205,20210520,20220518,CZCE +1070,SM2205.ZCE,SM205,锰硅2205,20210520,20220518,CZCE +1071,CY2205.ZCE,CY205,棉纱2205,20210520,20220518,CZCE +1072,AP2205.ZCE,AP205,苹果2205,20210520,20220518,CZCE +1073,CJ2205.ZCE,CJ205,红枣2205,20210520,20220518,CZCE +1074,UR2205.ZCE,UR205,尿素2205,20210520,20220518,CZCE +1075,SA2205.ZCE,SA205,纯碱2205,20210520,20220518,CZCE +1076,PF2205.ZCE,PF205,短纤2205,20210520,20220518,CZCE +1077,TA1610.ZCE,TA610,PTA1610,20151022,20161021,CZCE +1078,TA0902.ZCE,TA902,PTA0902,20080222,20090213,CZCE +1079,SR0805.ZCE,SR805,白糖0805,20070522,20080516,CZCE +1080,UR2010.ZCE,UR010,尿素2010,20191022,20201022,CZCE +1081,OI1609.ZCE,OI609,菜油1609,20150917,20160914,CZCE +1082,SH2502.ZCE,SH502,烧碱2502,20240223,20250214,CZCE +1083,ME1312.ZCE,ME312,甲醇1312,20121217,20131213,CZCE +1084,SF2503.ZCE,SF503,硅铁2503,20240315,20250314,CZCE +1085,WT0003.ZCE,WT003,硬麦0003,19990401,20000323,CZCE +1086,RO1007.ZCE,RO007,菜油1007,20090715,20100714,CZCE +1087,CF1601.ZCE,CF601,郑棉1601,20150119,20160115,CZCE +1088,CF1001.ZCE,CF001,郑棉1001,20090119,20100115,CZCE +1089,WT0703.ZCE,WT703,硬麦0703,20060403,20070322,CZCE +1090,WS0309.ZCE,WS309,强麦0309,20030328,20030922,CZCE +1091,ME1210.ZCE,ME210,甲醇1210,20111028,20121019,CZCE +1092,RM1403.ZCE,RM403,菜粕1403,20130315,20140314,CZCE +1093,SF1508.ZCE,SF508,硅铁1508,20140815,20150814,CZCE +1094,PM1909.ZCE,PM909,普麦1909,20180917,20190916,CZCE +1095,WH1909.ZCE,WH909,强麦1909,20180917,20190916,CZCE +1096,CF1909.ZCE,CF909,郑棉1909,20180917,20190916,CZCE +1097,TA1909.ZCE,TA909,PTA1909,20180917,20190916,CZCE +1098,MA1909.ZCE,MA909,甲醇1909,20180917,20190916,CZCE +1099,OI1909.ZCE,OI909,菜油1909,20180917,20190916,CZCE +1100,RI1909.ZCE,RI909,早籼稻1909,20180917,20190916,CZCE +1101,FG1909.ZCE,FG909,玻璃1909,20180917,20190916,CZCE +1102,RS1909.ZCE,RS909,菜籽1909,20180917,20190916,CZCE +1103,RM1909.ZCE,RM909,菜粕1909,20180917,20190916,CZCE +1104,JR1909.ZCE,JR909,粳稻1909,20180917,20190916,CZCE +1105,LR1909.ZCE,LR909,晚籼稻1909,20180917,20190916,CZCE +1106,SF1909.ZCE,SF909,硅铁1909,20180917,20190916,CZCE +1107,SM1909.ZCE,SM909,锰硅1909,20180917,20190916,CZCE +1108,CY1909.ZCE,CY909,棉纱1909,20180917,20190916,CZCE +1109,RM1601.ZCE,RM601,菜粕1601,20150119,20160115,CZCE +1110,SR0907.ZCE,SR907,白糖0907,20080519,20090714,CZCE +1111,WS0605.ZCE,WS605,强麦0605,20050601,20060523,CZCE +1112,SF1506.ZCE,SF506,硅铁1506,20140808,20150612,CZCE +1113,RM1501.ZCE,RM501,菜粕1501,20140116,20150116,CZCE +1114,MA1609.ZCE,MA609,甲醇1609,20150917,20160914,CZCE +1115,CF1805.ZCE,CF805,郑棉1805,20170516,20180515,CZCE +1116,FG1805.ZCE,FG805,玻璃1805,20170516,20180515,CZCE +1117,JR1805.ZCE,JR805,粳稻1805,20170516,20180515,CZCE +1118,LR1805.ZCE,LR805,晚籼稻1805,20170516,20180515,CZCE +1119,MA1805.ZCE,MA805,甲醇1805,20170516,20180515,CZCE +1120,OI1805.ZCE,OI805,菜油1805,20170516,20180515,CZCE +1121,PM1805.ZCE,PM805,普麦1805,20170516,20180515,CZCE +1122,RI1805.ZCE,RI805,早籼稻1805,20170516,20180515,CZCE +1123,RM1805.ZCE,RM805,菜粕1805,20170516,20180515,CZCE +1124,SF1805.ZCE,SF805,硅铁1805,20170516,20180515,CZCE +1125,SM1805.ZCE,SM805,锰硅1805,20170516,20180515,CZCE +1126,SR1811.ZCE,SR811,白糖1811,20170516,20181114,CZCE +1127,TA1805.ZCE,TA805,PTA1805,20170516,20180515,CZCE +1128,WH1805.ZCE,WH805,强麦1805,20170516,20180515,CZCE +1129,WS0901.ZCE,WS901,强麦0901,20071123,20090115,CZCE +1130,CJ2507.ZCE,CJ507,红枣2507,20240715,20250714,CZCE +1131,JR1611.ZCE,JR611,粳稻1611,20151116,20161114,CZCE +1132,RO1105.ZCE,RO105,菜油1105,20100518,20110516,CZCE +1133,TA0905.ZCE,TA905,PTA0905,20080519,20090515,CZCE +1134,WS0409.ZCE,WS409,强麦0409,20031008,20040922,CZCE +1135,WS0307.ZCE,WS307,强麦0307,20030328,20030723,CZCE +1136,SM1705.ZCE,SM705,锰硅1705,20160517,20170515,CZCE +1137,CF2407.ZCE,CF407,郑棉2407,20230717,20240712,CZCE +1138,CJ2407.ZCE,CJ407,红枣2407,20230717,20240712,CZCE +1139,CY2407.ZCE,CY407,棉纱2407,20230717,20240712,CZCE +1140,FG2407.ZCE,FG407,玻璃2407,20230717,20240712,CZCE +1141,JR2407.ZCE,JR407,粳稻2407,20230717,20240712,CZCE +1142,LR2407.ZCE,LR407,晚籼稻2407,20230717,20240712,CZCE +1143,MA2407.ZCE,MA407,甲醇2407,20230717,20240712,CZCE +1144,OI2407.ZCE,OI407,菜油2407,20230717,20240712,CZCE +1145,PF2407.ZCE,PF407,短纤2407,20230717,20240712,CZCE +1146,PM2407.ZCE,PM407,普麦2407,20230717,20240712,CZCE +1147,RI2407.ZCE,RI407,早籼稻2407,20230717,20240712,CZCE +1148,RM2407.ZCE,RM407,菜粕2407,20230717,20240712,CZCE +1149,RS2407.ZCE,RS407,菜籽2407,20230717,20240712,CZCE +1150,SA2407.ZCE,SA407,纯碱2407,20230717,20240712,CZCE +1151,SF2407.ZCE,SF407,硅铁2407,20230717,20240712,CZCE +1152,SM2407.ZCE,SM407,锰硅2407,20230717,20240712,CZCE +1153,SR2407.ZCE,SR407,白糖2407,20230717,20240712,CZCE +1154,TA2407.ZCE,TA407,PTA2407,20230717,20240712,CZCE +1155,UR2407.ZCE,UR407,尿素2407,20230717,20240712,CZCE +1156,WH2407.ZCE,WH407,强麦2407,20230717,20240712,CZCE +1157,FG1710.ZCE,FG710,玻璃1710,20161024,20171020,CZCE +1158,SF1504.ZCE,SF504,硅铁1504,20140808,20150415,CZCE +1159,ER1301.ZCE,ER301,早籼稻1301,20120117,20130123,CZCE +1160,FG1410.ZCE,FG410,玻璃1410,20131022,20141021,CZCE +1161,RI2505.ZCE,RI505,早籼稻2505,20240520,20250514,CZCE +1162,CF1807.ZCE,CF807,郑棉1807,20170717,20180713,CZCE +1163,FG1807.ZCE,FG807,玻璃1807,20170717,20180713,CZCE +1164,JR1807.ZCE,JR807,粳稻1807,20170717,20180713,CZCE +1165,LR1807.ZCE,LR807,晚籼稻1807,20170717,20180713,CZCE +1166,MA1807.ZCE,MA807,甲醇1807,20170717,20180713,CZCE +1167,OI1807.ZCE,OI807,菜油1807,20170717,20180713,CZCE +1168,PM1807.ZCE,PM807,普麦1807,20170717,20180713,CZCE +1169,RI1807.ZCE,RI807,早籼稻1807,20170717,20180713,CZCE +1170,RM1807.ZCE,RM807,菜粕1807,20170717,20180713,CZCE +1171,RS1807.ZCE,RS807,菜籽1807,20170717,20180713,CZCE +1172,SF1807.ZCE,SF807,硅铁1807,20170717,20180713,CZCE +1173,SM1807.ZCE,SM807,锰硅1807,20170717,20180713,CZCE +1174,SR1901.ZCE,SR901,白糖1901,20170717,20190115,CZCE +1175,TA1807.ZCE,TA807,PTA1807,20170717,20180713,CZCE +1176,WH1807.ZCE,WH807,强麦1807,20170717,20180713,CZCE +1177,OI1311.ZCE,OI311,菜油1311,20121115,20131114,CZCE +1178,RS1411.ZCE,RS411,菜籽1411,20131115,20141114,CZCE +1179,WT0107.ZCE,WT107,硬麦0107,20000403,20010723,CZCE +1180,TA2212.ZCE,TA212,PTA2212,20211215,20221214,CZCE +1181,MA2212.ZCE,MA212,甲醇2212,20211215,20221214,CZCE +1182,FG2212.ZCE,FG212,玻璃2212,20211215,20221214,CZCE +1183,SF2212.ZCE,SF212,硅铁2212,20211215,20221214,CZCE +1184,SM2212.ZCE,SM212,锰硅2212,20211215,20221214,CZCE +1185,CY2212.ZCE,CY212,棉纱2212,20211215,20221214,CZCE +1186,AP2212.ZCE,AP212,苹果2212,20211215,20221214,CZCE +1187,CJ2212.ZCE,CJ212,红枣2212,20211215,20221214,CZCE +1188,UR2212.ZCE,UR212,尿素2212,20211215,20221214,CZCE +1189,SA2212.ZCE,SA212,纯碱2212,20211215,20221214,CZCE +1190,PF2212.ZCE,PF212,短纤2212,20211215,20221214,CZCE +1191,PK2212.ZCE,PK212,花生2212,20211215,20221214,CZCE +1192,MA1611.ZCE,MA611,甲醇1611,20151116,20161114,CZCE +1193,CF0609.ZCE,CF609,郑棉0609,20051010,20060914,CZCE +1194,WH1505.ZCE,WH505,强麦1505,20140519,20150515,CZCE +1195,WS1303.ZCE,WS303,强麦1303,20110923,20130321,CZCE +1196,PM2209.ZCE,PM209,普麦2209,20210915,20220915,CZCE +1197,WH2209.ZCE,WH209,强麦2209,20210915,20220915,CZCE +1198,CF2209.ZCE,CF209,郑棉2209,20210915,20220915,CZCE +1199,SR2209.ZCE,SR209,白糖2209,20210915,20220915,CZCE +1200,TA2209.ZCE,TA209,PTA2209,20210915,20220915,CZCE +1201,OI2209.ZCE,OI209,菜油2209,20210915,20220915,CZCE +1202,RI2209.ZCE,RI209,早籼稻2209,20210915,20220915,CZCE +1203,MA2209.ZCE,MA209,甲醇2209,20210915,20220915,CZCE +1204,FG2209.ZCE,FG209,玻璃2209,20210915,20220915,CZCE +1205,RM2209.ZCE,RM209,菜粕2209,20210915,20220915,CZCE +1206,RS2209.ZCE,RS209,菜籽2209,20210915,20220915,CZCE +1207,JR2209.ZCE,JR209,粳稻2209,20210915,20220915,CZCE +1208,LR2209.ZCE,LR209,晚籼稻2209,20210915,20220915,CZCE +1209,SF2209.ZCE,SF209,硅铁2209,20210915,20220915,CZCE +1210,SM2209.ZCE,SM209,锰硅2209,20210915,20220915,CZCE +1211,CY2209.ZCE,CY209,棉纱2209,20210915,20220915,CZCE +1212,CJ2209.ZCE,CJ209,红枣2209,20210915,20220915,CZCE +1213,UR2209.ZCE,UR209,尿素2209,20210915,20220915,CZCE +1214,SA2209.ZCE,SA209,纯碱2209,20210915,20220915,CZCE +1215,PF2209.ZCE,PF209,短纤2209,20210915,20220915,CZCE +1216,JR1705.ZCE,JR705,粳稻1705,20160517,20170515,CZCE +1217,ZC2503.ZCE,ZC503,动力煤2503,20240308,20250307,CZCE +1218,WH1509.ZCE,WH509,强麦1509,20140916,20150916,CZCE +1219,CF0412.ZCE,CF412,郑棉0412,20040601,20041214,CZCE +1220,SH2503.ZCE,SH503,烧碱2503,20240315,20250314,CZCE +1221,SF1509.ZCE,SF509,硅铁1509,20140916,20150916,CZCE +1222,CF2411.ZCE,CF411,郑棉2411,20231115,20241114,CZCE +1223,PF2502.ZCE,PF502,短纤2502,20240223,20250214,CZCE +1224,LR1609.ZCE,LR609,晚籼稻1609,20150917,20160914,CZCE +1225,FG1612.ZCE,FG612,玻璃1612,20151215,20161214,CZCE +1226,CF0905.ZCE,CF905,郑棉0905,20080519,20090515,CZCE +1227,ZC1909.ZCE,ZC909,动力煤1909,20180910,20190906,CZCE +1228,SM2502.ZCE,SM502,锰硅2502,20240223,20250214,CZCE +1229,TC1409.ZCE,TC409,动力煤1409,20130926,20140905,CZCE +1230,RO0803.ZCE,RO803,菜油0803,20070608,20080314,CZCE +1231,CF2505.ZCE,CF505,郑棉2505,20240520,20250514,CZCE +1232,TA1910.ZCE,TA910,PTA1910,20181022,20191021,CZCE +1233,MA1910.ZCE,MA910,甲醇1910,20181022,20191021,CZCE +1234,FG1910.ZCE,FG910,玻璃1910,20181022,20191021,CZCE +1235,SF1910.ZCE,SF910,硅铁1910,20181022,20191021,CZCE +1236,SM1910.ZCE,SM910,锰硅1910,20181022,20191021,CZCE +1237,CY1910.ZCE,CY910,棉纱1910,20181022,20191021,CZCE +1238,AP1910.ZCE,AP910,苹果1910,20181022,20191021,CZCE +1239,FG2502.ZCE,FG502,玻璃2502,20240223,20250214,CZCE +1240,SA2502.ZCE,SA502,纯碱2502,20240223,20250214,CZCE +1241,MA2506.ZCE,MA506,甲醇2506,20240618,20250613,CZCE +1242,WT9911.ZCE,WT911,硬麦9911,19990104,19991122,CZCE +1243,WS1005.ZCE,WS005,强麦1005,20081121,20100521,CZCE +1244,RM1711.ZCE,RM711,菜粕1711,20161115,20171114,CZCE +1245,RI1605.ZCE,RI605,早籼稻1605,20150518,20160516,CZCE +1246,CY2402.ZCE,CY402,棉纱2402,20230215,20240222,CZCE +1247,FG2402.ZCE,FG402,玻璃2402,20230215,20240222,CZCE +1248,MA2402.ZCE,MA402,甲醇2402,20230215,20240222,CZCE +1249,PF2402.ZCE,PF402,短纤2402,20230215,20240222,CZCE +1250,SA2402.ZCE,SA402,纯碱2402,20230215,20240222,CZCE +1251,SF2402.ZCE,SF402,硅铁2402,20230215,20240222,CZCE +1252,SM2402.ZCE,SM402,锰硅2402,20230215,20240222,CZCE +1253,TA2402.ZCE,TA402,PTA2402,20230215,20240222,CZCE +1254,UR2402.ZCE,UR402,尿素2402,20230215,20240222,CZCE +1255,ME1502.ZCE,ME502,甲醇1502,20140221,20150213,CZCE +1256,SR1411.ZCE,SR411,白糖1411,20130516,20141114,CZCE +1257,SA2412.ZCE,SA412,纯碱2412,20231215,20241213,CZCE +1258,MA1708.ZCE,MA708,甲醇1708,20160815,20170814,CZCE +1259,CF1109.ZCE,CF109,郑棉1109,20100915,20110915,CZCE +1260,TA0911.ZCE,TA911,PTA0911,20081117,20091113,CZCE +1261,ZC2410.ZCE,ZC410,动力煤2410,20231016,20241014,CZCE +1262,TA1602.ZCE,TA602,PTA1602,20150216,20160219,CZCE +1263,TC1511.ZCE,TC511,动力煤1511,20141110,20151106,CZCE +1264,PM2211.ZCE,PM211,普麦2211,20211115,20221114,CZCE +1265,WH2211.ZCE,WH211,强麦2211,20211115,20221114,CZCE +1266,CF2211.ZCE,CF211,郑棉2211,20211115,20221114,CZCE +1267,SR2211.ZCE,SR211,白糖2211,20211115,20221114,CZCE +1268,TA2211.ZCE,TA211,PTA2211,20211115,20221114,CZCE +1269,OI2211.ZCE,OI211,菜油2211,20211115,20221114,CZCE +1270,RI2211.ZCE,RI211,早籼稻2211,20211115,20221114,CZCE +1271,MA2211.ZCE,MA211,甲醇2211,20211115,20221114,CZCE +1272,FG2211.ZCE,FG211,玻璃2211,20211115,20221114,CZCE +1273,RM2211.ZCE,RM211,菜粕2211,20211115,20221114,CZCE +1274,RS2211.ZCE,RS211,菜籽2211,20211115,20221114,CZCE +1275,JR2211.ZCE,JR211,粳稻2211,20211115,20221114,CZCE +1276,LR2211.ZCE,LR211,晚籼稻2211,20211115,20221114,CZCE +1277,SF2211.ZCE,SF211,硅铁2211,20211115,20221114,CZCE +1278,SM2211.ZCE,SM211,锰硅2211,20211115,20221114,CZCE +1279,CY2211.ZCE,CY211,棉纱2211,20211115,20221114,CZCE +1280,AP2211.ZCE,AP211,苹果2211,20211115,20221114,CZCE +1281,UR2211.ZCE,UR211,尿素2211,20211115,20221114,CZCE +1282,SA2211.ZCE,SA211,纯碱2211,20211115,20221114,CZCE +1283,PF2211.ZCE,PF211,短纤2211,20211115,20221114,CZCE +1284,PK2211.ZCE,PK211,花生2211,20211115,20221114,CZCE +1285,WH1707.ZCE,WH707,强麦1707,20160715,20170714,CZCE +1286,FG1310.ZCE,FG310,玻璃1310,20121203,20131021,CZCE +1287,CY2111.ZCE,CY111,棉纱2111,20201116,20211112,CZCE +1288,FG2111.ZCE,FG111,玻璃2111,20201116,20211112,CZCE +1289,MA2111.ZCE,MA111,甲醇2111,20201116,20211112,CZCE +1290,SA2111.ZCE,SA111,纯碱2111,20201116,20211112,CZCE +1291,SF2111.ZCE,SF111,硅铁2111,20201116,20211112,CZCE +1292,SM2111.ZCE,SM111,锰硅2111,20201116,20211112,CZCE +1293,TA2111.ZCE,TA111,PTA2111,20201116,20211112,CZCE +1294,UR2111.ZCE,UR111,尿素2111,20201116,20211112,CZCE +1295,SR2111.ZCE,SR111,白糖2111,20201116,20211112,CZCE +1296,RI2111.ZCE,RI111,早籼稻2111,20201116,20211112,CZCE +1297,PM2111.ZCE,PM111,普麦2111,20201116,20211112,CZCE +1298,OI2111.ZCE,OI111,菜油2111,20201116,20211112,CZCE +1299,JR2111.ZCE,JR111,粳稻2111,20201116,20211112,CZCE +1300,CF2111.ZCE,CF111,郑棉2111,20201116,20211112,CZCE +1301,RS2111.ZCE,RS111,菜籽2111,20201116,20211112,CZCE +1302,AP2111.ZCE,AP111,苹果2111,20201116,20211112,CZCE +1303,RM2111.ZCE,RM111,菜粕2111,20201116,20211112,CZCE +1304,WH2111.ZCE,WH111,强麦2111,20201116,20211112,CZCE +1305,LR2111.ZCE,LR111,晚籼稻2111,20201116,20211112,CZCE +1306,ZC2301.ZCE,ZC301,动力煤2301,20220111,20230109,CZCE +1307,SR1611.ZCE,SR611,白糖1611,20150518,20161114,CZCE +1308,AP1901.ZCE,AP901,苹果1901,20180116,20190115,CZCE +1309,CF0901.ZCE,CF901,郑棉0901,20080116,20090116,CZCE +1310,CF1707.ZCE,CF707,郑棉1707,20160715,20170714,CZCE +1311,FG1705.ZCE,FG705,玻璃1705,20160517,20170515,CZCE +1312,ZC1707.ZCE,ZC707,动力煤1707,20160708,20170707,CZCE +1313,MA1710.ZCE,MA710,甲醇1710,20161024,20171020,CZCE +1314,PF2504.ZCE,PF504,短纤2504,20240417,20250414,CZCE +1315,LR1507.ZCE,LR507,晚籼稻1507,20140715,20150714,CZCE +1316,RI1307.ZCE,RI307,早籼稻1307,20120724,20130712,CZCE +1317,WT0507.ZCE,WT507,硬麦0507,20040802,20050721,CZCE +1318,WS0507.ZCE,WS507,强麦0507,20040802,20050721,CZCE +1319,WS0805.ZCE,WS805,强麦0805,20070524,20080522,CZCE +1320,FG1408.ZCE,FG408,玻璃1408,20130815,20140814,CZCE +1321,RO0811.ZCE,RO811,菜油0811,20071115,20081114,CZCE +1322,TA1209.ZCE,TA209,PTA1209,20110916,20120914,CZCE +1323,SR1109.ZCE,SR109,白糖1109,20100315,20110915,CZCE +1324,WS1209.ZCE,WS209,强麦1209,20110324,20120920,CZCE +1325,ZC2304.ZCE,ZC304,动力煤2304,20220412,20230410,CZCE +1326,ER1109.ZCE,ER109,早籼稻1109,20100920,20110922,CZCE +1327,SM2503.ZCE,SM503,锰硅2503,20240315,20250314,CZCE +1328,SF1601.ZCE,SF601,硅铁1601,20150119,20160115,CZCE +1329,PR2503.ZCE,PR503,瓶片2503,20240830,20250314,CZCE +1330,PR2504.ZCE,PR504,瓶片2504,20240830,20250414,CZCE +1331,PR2505.ZCE,PR505,瓶片2505,20240830,20250514,CZCE +1332,PR2506.ZCE,PR506,瓶片2506,20240830,20250613,CZCE +1333,PR2507.ZCE,PR507,瓶片2507,20240830,20250714,CZCE +1334,PR2508.ZCE,PR508,瓶片2508,20240830,20250814,CZCE +1335,RO0801.ZCE,RO801,菜油0801,20070608,20080115,CZCE +1336,PM1311.ZCE,PM311,普麦1311,20121123,20131114,CZCE +1337,SR0605.ZCE,SR605,白糖0605,20060106,20060519,CZCE +1338,PM1505.ZCE,PM505,普麦1505,20140519,20150515,CZCE +1339,AP2105.ZCE,AP105,苹果2105,20200520,20210519,CZCE +1340,CF2105.ZCE,CF105,郑棉2105,20200520,20210519,CZCE +1341,CJ2105.ZCE,CJ105,红枣2105,20200520,20210519,CZCE +1342,CY2105.ZCE,CY105,棉纱2105,20200520,20210519,CZCE +1343,FG2105.ZCE,FG105,玻璃2105,20200520,20210519,CZCE +1344,JR2105.ZCE,JR105,粳稻2105,20200520,20210519,CZCE +1345,MA2105.ZCE,MA105,甲醇2105,20200520,20210519,CZCE +1346,OI2105.ZCE,OI105,菜油2105,20200520,20210519,CZCE +1347,PM2105.ZCE,PM105,普麦2105,20200520,20210519,CZCE +1348,RI2105.ZCE,RI105,早籼稻2105,20200520,20210519,CZCE +1349,RM2105.ZCE,RM105,菜粕2105,20200520,20210519,CZCE +1350,SA2105.ZCE,SA105,纯碱2105,20200520,20210519,CZCE +1351,SF2105.ZCE,SF105,硅铁2105,20200520,20210519,CZCE +1352,SM2105.ZCE,SM105,锰硅2105,20200520,20210519,CZCE +1353,SR2105.ZCE,SR105,白糖2105,20200520,20210519,CZCE +1354,TA2105.ZCE,TA105,PTA2105,20200520,20210519,CZCE +1355,UR2105.ZCE,UR105,尿素2105,20200520,20210519,CZCE +1356,WH2105.ZCE,WH105,强麦2105,20200520,20210519,CZCE +1357,ZC1712.ZCE,ZC712,动力煤1712,20161208,20171207,CZCE +1358,FG1507.ZCE,FG507,玻璃1507,20140715,20150714,CZCE +1359,ER1207.ZCE,ER207,早籼稻1207,20110722,20120723,CZCE +1360,UR2411.ZCE,UR411,尿素2411,20231115,20241114,CZCE +1361,UR2505.ZCE,UR505,尿素2505,20240520,20250514,CZCE +1362,PM1301.ZCE,PM301,普麦1301,20120117,20130117,CZCE +1363,SM1611.ZCE,SM611,锰硅1611,20151116,20161114,CZCE +1364,MA2411.ZCE,MA411,甲醇2411,20231115,20241114,CZCE +1365,WT0007.ZCE,WT007,硬麦0007,19990802,20000721,CZCE +1366,AP2303.ZCE,AP303,苹果2303,20220315,20230314,CZCE +1367,CF2303.ZCE,CF303,郑棉2303,20220315,20230314,CZCE +1368,CJ2303.ZCE,CJ303,红枣2303,20220315,20230314,CZCE +1369,CY2303.ZCE,CY303,棉纱2303,20220315,20230314,CZCE +1370,FG2303.ZCE,FG303,玻璃2303,20220315,20230314,CZCE +1371,JR2303.ZCE,JR303,粳稻2303,20220315,20230314,CZCE +1372,LR2303.ZCE,LR303,晚籼稻2303,20220315,20230314,CZCE +1373,MA2303.ZCE,MA303,甲醇2303,20220315,20230314,CZCE +1374,OI2303.ZCE,OI303,菜油2303,20220315,20230314,CZCE +1375,PF2303.ZCE,PF303,短纤2303,20220315,20230314,CZCE +1376,PK2303.ZCE,PK303,花生2303,20220315,20230314,CZCE +1377,PM2303.ZCE,PM303,普麦2303,20220315,20230314,CZCE +1378,RI2303.ZCE,RI303,早籼稻2303,20220315,20230314,CZCE +1379,RM2303.ZCE,RM303,菜粕2303,20220315,20230314,CZCE +1380,SA2303.ZCE,SA303,纯碱2303,20220315,20230314,CZCE +1381,SF2303.ZCE,SF303,硅铁2303,20220315,20230314,CZCE +1382,SM2303.ZCE,SM303,锰硅2303,20220315,20230314,CZCE +1383,SR2303.ZCE,SR303,白糖2303,20220315,20230314,CZCE +1384,TA2303.ZCE,TA303,PTA2303,20220315,20230314,CZCE +1385,UR2303.ZCE,UR303,尿素2303,20220315,20230314,CZCE +1386,WH2303.ZCE,WH303,强麦2303,20220315,20230314,CZCE +1387,PX2504.ZCE,PX504,对二甲苯2504,20240417,20250414,CZCE +1388,WH1701.ZCE,WH701,强麦1701,20160118,20170116,CZCE +1389,RI2411.ZCE,RI411,早籼稻2411,20231115,20241114,CZCE +1390,OI1403.ZCE,OI403,菜油1403,20130315,20140314,CZCE +1391,JR1403.ZCE,JR403,粳稻1403,20131118,20140314,CZCE +1392,WT0701.ZCE,WT701,硬麦0701,20060206,20070123,CZCE +1393,ZC2412.ZCE,ZC412,动力煤2412,20231208,20241206,CZCE +1394,UR2302.ZCE,UR302,尿素2302,20220221,20230214,CZCE +1395,TA2302.ZCE,TA302,PTA2302,20220221,20230214,CZCE +1396,SM2302.ZCE,SM302,锰硅2302,20220221,20230214,CZCE +1397,SF2302.ZCE,SF302,硅铁2302,20220221,20230214,CZCE +1398,SA2302.ZCE,SA302,纯碱2302,20220221,20230214,CZCE +1399,PF2302.ZCE,PF302,短纤2302,20220221,20230214,CZCE +1400,MA2302.ZCE,MA302,甲醇2302,20220221,20230214,CZCE +1401,FG2302.ZCE,FG302,玻璃2302,20220221,20230214,CZCE +1402,CY2302.ZCE,CY302,棉纱2302,20220221,20230214,CZCE +1403,WT0301.ZCE,WT301,硬麦0301,20011008,20030121,CZCE +1404,CF0508.ZCE,CF508,郑棉0508,20040601,20050812,CZCE +1405,ZC2508.ZCE,ZC508,动力煤2508,20240808,20250807,CZCE +1406,SM1603.ZCE,SM603,锰硅1603,20150316,20160314,CZCE +1407,WT1209.ZCE,WT209,硬麦1209,20110923,20120920,CZCE +1408,CF1809.ZCE,CF809,郑棉1809,20170915,20180914,CZCE +1409,FG1809.ZCE,FG809,玻璃1809,20170915,20180914,CZCE +1410,JR1809.ZCE,JR809,粳稻1809,20170915,20180914,CZCE +1411,LR1809.ZCE,LR809,晚籼稻1809,20170915,20180914,CZCE +1412,MA1809.ZCE,MA809,甲醇1809,20170915,20180914,CZCE +1413,OI1809.ZCE,OI809,菜油1809,20170915,20180914,CZCE +1414,PM1809.ZCE,PM809,普麦1809,20170915,20180914,CZCE +1415,RI1809.ZCE,RI809,早籼稻1809,20170915,20180914,CZCE +1416,RM1809.ZCE,RM809,菜粕1809,20170915,20180914,CZCE +1417,RS1809.ZCE,RS809,菜籽1809,20170915,20180914,CZCE +1418,SF1809.ZCE,SF809,硅铁1809,20170915,20180914,CZCE +1419,SM1809.ZCE,SM809,锰硅1809,20170915,20180914,CZCE +1420,TA1809.ZCE,TA809,PTA1809,20170915,20180914,CZCE +1421,WH1809.ZCE,WH809,强麦1809,20170915,20180914,CZCE +1422,JR1509.ZCE,JR509,粳稻1509,20140916,20150916,CZCE +1423,WS0703.ZCE,WS703,强麦0703,20060403,20070322,CZCE +1424,PX2505.ZCE,PX505,对二甲苯2505,20240520,20250514,CZCE +1425,ZC1907.ZCE,ZC907,动力煤1907,20180709,20190705,CZCE +1426,PM1903.ZCE,PM903,普麦1903,20180315,20190314,CZCE +1427,WH1903.ZCE,WH903,强麦1903,20180315,20190314,CZCE +1428,CF1903.ZCE,CF903,郑棉1903,20180315,20190314,CZCE +1429,SR1909.ZCE,SR909,白糖1909,20180315,20190916,CZCE +1430,TA1903.ZCE,TA903,PTA1903,20180315,20190314,CZCE +1431,OI1903.ZCE,OI903,菜油1903,20180315,20190314,CZCE +1432,RI1903.ZCE,RI903,早籼稻1903,20180315,20190314,CZCE +1433,MA1903.ZCE,MA903,甲醇1903,20180315,20190314,CZCE +1434,FG1903.ZCE,FG903,玻璃1903,20180315,20190314,CZCE +1435,RM1903.ZCE,RM903,菜粕1903,20180315,20190314,CZCE +1436,JR1903.ZCE,JR903,粳稻1903,20180315,20190314,CZCE +1437,LR1903.ZCE,LR903,晚籼稻1903,20180315,20190314,CZCE +1438,SF1903.ZCE,SF903,硅铁1903,20180315,20190314,CZCE +1439,SM1903.ZCE,SM903,锰硅1903,20180315,20190314,CZCE +1440,CY1903.ZCE,CY903,棉纱1903,20180315,20190314,CZCE +1441,AP1903.ZCE,AP903,苹果1903,20180315,20190314,CZCE +1442,RI2501.ZCE,RI501,早籼稻2501,20240116,20250114,CZCE +1443,TA1611.ZCE,TA611,PTA1611,20151116,20161114,CZCE +1444,TA2506.ZCE,TA506,PTA2506,20240618,20250613,CZCE +1445,TC1510.ZCE,TC510,动力煤1510,20141015,20151014,CZCE +1446,FG1509.ZCE,FG509,玻璃1509,20140916,20150916,CZCE +1447,WS1011.ZCE,WS011,强麦1011,20090520,20101122,CZCE +1448,SR2411.ZCE,SR411,白糖2411,20231115,20241114,CZCE +1449,TA1204.ZCE,TA204,PTA1204,20110419,20120418,CZCE +1450,CF2501.ZCE,CF501,郑棉2501,20240116,20250114,CZCE +1451,SR1801.ZCE,SR801,白糖1801,20160715,20180115,CZCE +1452,SR1501.ZCE,SR501,白糖1501,20130715,20150116,CZCE +1453,SM1511.ZCE,SM511,锰硅1511,20141117,20151113,CZCE +1454,ZC1911.ZCE,ZC911,动力煤1911,20181108,20191107,CZCE +1455,OI1503.ZCE,OI503,菜油1503,20140317,20150313,CZCE +1456,RO0903.ZCE,RO903,菜油0903,20080317,20090313,CZCE +1457,TA0703.ZCE,TA703,PTA0703,20061218,20070314,CZCE +1458,TA0910.ZCE,TA910,PTA0910,20081020,20091022,CZCE +1459,RS2507.ZCE,RS507,菜籽2507,20240715,20250714,CZCE +1460,ME1211.ZCE,ME211,甲醇1211,20111115,20121114,CZCE +1461,PM1501.ZCE,PM501,普麦1501,20140116,20150116,CZCE +1462,WT0605.ZCE,WT605,硬麦0605,20050601,20060523,CZCE +1463,TA1304.ZCE,TA304,PTA1304,20120419,20130416,CZCE +1464,WT0505.ZCE,WT505,硬麦0505,20040601,20050523,CZCE +1465,FG1504.ZCE,FG504,玻璃1504,20140416,20150415,CZCE +1466,ZC2308.ZCE,ZC308,动力煤2308,20220808,20230807,CZCE +1467,OI1307.ZCE,OI307,菜油1307,20120716,20130712,CZCE +1468,TA1011.ZCE,TA011,PTA1011,20091116,20101112,CZCE +1469,TA1202.ZCE,TA202,PTA1202,20110222,20120214,CZCE +1470,CF0505.ZCE,CF505,郑棉0505,20040601,20050520,CZCE +1471,MA1608.ZCE,MA608,甲醇1608,20150817,20160812,CZCE +1472,TC1509.ZCE,TC509,动力煤1509,20140909,20150909,CZCE +1473,TA1007.ZCE,TA007,PTA1007,20090715,20100714,CZCE +1474,FG1611.ZCE,FG611,玻璃1611,20151116,20161114,CZCE +1475,PM1409.ZCE,PM409,普麦1409,20130916,20140915,CZCE +1476,WT0305.ZCE,WT305,硬麦0305,20020201,20030522,CZCE +1477,MA1612.ZCE,MA612,甲醇1612,20151215,20161214,CZCE +1478,SM1712.ZCE,SM712,锰硅1712,20161215,20171214,CZCE +1479,MA1601.ZCE,MA601,甲醇1601,20150119,20160115,CZCE +1480,CF0506.ZCE,CF506,郑棉0506,20040601,20050614,CZCE +1481,SR1407.ZCE,SR407,白糖1407,20130118,20140714,CZCE +1482,WH1607.ZCE,WH607,强麦1607,20150715,20160714,CZCE +1483,TA2204.ZCE,TA204,PTA2204,20210416,20220418,CZCE +1484,MA2204.ZCE,MA204,甲醇2204,20210416,20220418,CZCE +1485,FG2204.ZCE,FG204,玻璃2204,20210416,20220418,CZCE +1486,SF2204.ZCE,SF204,硅铁2204,20210416,20220418,CZCE +1487,SM2204.ZCE,SM204,锰硅2204,20210416,20220418,CZCE +1488,CY2204.ZCE,CY204,棉纱2204,20210416,20220418,CZCE +1489,UR2204.ZCE,UR204,尿素2204,20210416,20220418,CZCE +1490,SA2204.ZCE,SA204,纯碱2204,20210416,20220418,CZCE +1491,RI1401.ZCE,RI401,早籼稻1401,20130124,20140115,CZCE +1492,TA1206.ZCE,TA206,PTA1206,20110616,20120614,CZCE +1493,OI1409.ZCE,OI409,菜油1409,20130916,20140915,CZCE +1494,WS0907.ZCE,WS907,强麦0907,20080324,20090723,CZCE +1495,ZC2312.ZCE,ZC312,动力煤2312,20221208,20231207,CZCE +1496,WT0209.ZCE,WT209,硬麦0209,20010601,20020920,CZCE +1497,WS0601.ZCE,WS601,强麦0601,20050201,20060119,CZCE +1498,WT1001.ZCE,WT001,硬麦1001,20090116,20100121,CZCE +1499,WT0005.ZCE,WT005,硬麦0005,19990601,20000523,CZCE +1500,AP2310.ZCE,AP310,苹果2310,20221024,20231020,CZCE +1501,CY2310.ZCE,CY310,棉纱2310,20221024,20231020,CZCE +1502,FG2310.ZCE,FG310,玻璃2310,20221024,20231020,CZCE +1503,MA2310.ZCE,MA310,甲醇2310,20221024,20231020,CZCE +1504,PF2310.ZCE,PF310,短纤2310,20221024,20231020,CZCE +1505,PK2310.ZCE,PK310,花生2310,20221024,20231020,CZCE +1506,SA2310.ZCE,SA310,纯碱2310,20221024,20231020,CZCE +1507,SF2310.ZCE,SF310,硅铁2310,20221024,20231020,CZCE +1508,SM2310.ZCE,SM310,锰硅2310,20221024,20231020,CZCE +1509,TA2310.ZCE,TA310,PTA2310,20221024,20231020,CZCE +1510,WS1203.ZCE,WS203,强麦1203,20100920,20120322,CZCE +1511,TA2501.ZCE,TA501,PTA2501,20240116,20250114,CZCE +1512,TC1408.ZCE,TC408,动力煤1408,20130926,20140807,CZCE +1513,AP2412.ZCE,AP412,苹果2412,20231215,20241213,CZCE +1514,TA1507.ZCE,TA507,PTA1507,20140715,20150714,CZCE +1515,RI1701.ZCE,RI701,早籼稻1701,20160118,20170116,CZCE +1516,FG1412.ZCE,FG412,玻璃1412,20131216,20141212,CZCE +1517,RM1507.ZCE,RM507,菜粕1507,20140715,20150714,CZCE +1518,SR1409.ZCE,SR409,白糖1409,20130315,20140915,CZCE +1519,ME1410.ZCE,ME410,甲醇1410,20131022,20141021,CZCE +1520,SF2501.ZCE,SF501,硅铁2501,20240116,20250114,CZCE +1521,CF1409.ZCE,CF409,郑棉1409,20130916,20140915,CZCE +1522,TA1701.ZCE,TA701,PTA1701,20160118,20170116,CZCE +1523,WT9905.ZCE,WT905,硬麦9905,19990104,19990521,CZCE +1524,FG1607.ZCE,FG607,玻璃1607,20150715,20160714,CZCE +1525,LR1705.ZCE,LR705,晚籼稻1705,20160517,20170515,CZCE +1526,RM2507.ZCE,RM507,菜粕2507,20240715,20250714,CZCE +1527,RM1708.ZCE,RM708,菜粕1708,20160815,20170814,CZCE +1528,MA1509.ZCE,MA509,甲醇1509,20140916,20150916,CZCE +1529,TA0712.ZCE,TA712,PTA0712,20070315,20071214,CZCE +1530,WT0803.ZCE,WT803,硬麦0803,20070323,20080321,CZCE +1531,WS0705.ZCE,WS705,强麦0705,20060601,20070523,CZCE +1532,CF1505.ZCE,CF505,郑棉1505,20140519,20150515,CZCE +1533,TA1002.ZCE,TA002,PTA1002,20090216,20100212,CZCE +1534,PM2005.ZCE,PM005,普麦2005,20190520,20200519,CZCE +1535,WH2005.ZCE,WH005,强麦2005,20190520,20200519,CZCE +1536,CF2005.ZCE,CF005,郑棉2005,20190520,20200519,CZCE +1537,SR2005.ZCE,SR005,白糖2005,20190520,20200519,CZCE +1538,TA2005.ZCE,TA005,PTA2005,20190520,20200519,CZCE +1539,OI2005.ZCE,OI005,菜油2005,20190520,20200519,CZCE +1540,RI2005.ZCE,RI005,早籼稻2005,20190520,20200519,CZCE +1541,MA2005.ZCE,MA005,甲醇2005,20190520,20200519,CZCE +1542,FG2005.ZCE,FG005,玻璃2005,20190520,20200519,CZCE +1543,RM2005.ZCE,RM005,菜粕2005,20190520,20200519,CZCE +1544,JR2005.ZCE,JR005,粳稻2005,20190520,20200519,CZCE +1545,LR2005.ZCE,LR005,晚籼稻2005,20190520,20200519,CZCE +1546,SF2005.ZCE,SF005,硅铁2005,20190520,20200519,CZCE +1547,SM2005.ZCE,SM005,锰硅2005,20190520,20200519,CZCE +1548,CY2005.ZCE,CY005,棉纱2005,20190520,20200519,CZCE +1549,AP2005.ZCE,AP005,苹果2005,20190520,20200519,CZCE +1550,OI2505.ZCE,OI505,菜油2505,20240520,20250514,CZCE +1551,TA1608.ZCE,TA608,PTA1608,20150817,20160812,CZCE +1552,PM1303.ZCE,PM303,普麦1303,20120323,20130314,CZCE +1553,TA0901.ZCE,TA901,PTA0901,20080116,20090116,CZCE +1554,PM2311.ZCE,PM311,普麦2311,20221115,20231114,CZCE +1555,WH2311.ZCE,WH311,强麦2311,20221115,20231114,CZCE +1556,CF2311.ZCE,CF311,郑棉2311,20221115,20231114,CZCE +1557,SR2311.ZCE,SR311,白糖2311,20221115,20231114,CZCE +1558,TA2311.ZCE,TA311,PTA2311,20221115,20231114,CZCE +1559,OI2311.ZCE,OI311,菜油2311,20221115,20231114,CZCE +1560,RI2311.ZCE,RI311,早籼稻2311,20221115,20231114,CZCE +1561,MA2311.ZCE,MA311,甲醇2311,20221115,20231114,CZCE +1562,FG2311.ZCE,FG311,玻璃2311,20221115,20231114,CZCE +1563,RM2311.ZCE,RM311,菜粕2311,20221115,20231114,CZCE +1564,RS2311.ZCE,RS311,菜籽2311,20221115,20231114,CZCE +1565,JR2311.ZCE,JR311,粳稻2311,20221115,20231114,CZCE +1566,LR2311.ZCE,LR311,晚籼稻2311,20221115,20231114,CZCE +1567,SF2311.ZCE,SF311,硅铁2311,20221115,20231114,CZCE +1568,SM2311.ZCE,SM311,锰硅2311,20221115,20231114,CZCE +1569,CY2311.ZCE,CY311,棉纱2311,20221115,20231114,CZCE +1570,AP2311.ZCE,AP311,苹果2311,20221115,20231114,CZCE +1571,UR2311.ZCE,UR311,尿素2311,20221115,20231114,CZCE +1572,SA2311.ZCE,SA311,纯碱2311,20221115,20231114,CZCE +1573,PF2311.ZCE,PF311,短纤2311,20221115,20231114,CZCE +1574,PK2311.ZCE,PK311,花生2311,20221115,20231114,CZCE +1575,AP2101.ZCE,AP101,苹果2101,20200116,20210115,CZCE +1576,UR2101.ZCE,UR101,尿素2101,20200116,20210115,CZCE +1577,CJ2101.ZCE,CJ101,红枣2101,20200116,20210115,CZCE +1578,CF2101.ZCE,CF101,郑棉2101,20200116,20210115,CZCE +1579,CY2101.ZCE,CY101,棉纱2101,20200116,20210115,CZCE +1580,TA2101.ZCE,TA101,PTA2101,20200116,20210115,CZCE +1581,SF2101.ZCE,SF101,硅铁2101,20200116,20210115,CZCE +1582,MA2101.ZCE,MA101,甲醇2101,20200116,20210115,CZCE +1583,SM2101.ZCE,SM101,锰硅2101,20200116,20210115,CZCE +1584,FG2101.ZCE,FG101,玻璃2101,20200116,20210115,CZCE +1585,RM2101.ZCE,RM101,菜粕2101,20200116,20210115,CZCE +1586,WH2101.ZCE,WH101,强麦2101,20200116,20210115,CZCE +1587,SR2101.ZCE,SR101,白糖2101,20200116,20210115,CZCE +1588,RI2101.ZCE,RI101,早籼稻2101,20200116,20210115,CZCE +1589,PM2101.ZCE,PM101,普麦2101,20200116,20210115,CZCE +1590,OI2101.ZCE,OI101,菜油2101,20200116,20210115,CZCE +1591,JR2101.ZCE,JR101,粳稻2101,20200116,20210115,CZCE +1592,SA2101.ZCE,SA101,纯碱2101,20200116,20210115,CZCE +1593,SR0607.ZCE,SR607,白糖0607,20060106,20060714,CZCE +1594,ME1406.ZCE,ME406,甲醇1406,20130620,20140616,CZCE +1595,MA2306.ZCE,MA306,甲醇2306,20220616,20230614,CZCE +1596,PF2306.ZCE,PF306,短纤2306,20220616,20230614,CZCE +1597,MA2503.ZCE,MA503,甲醇2503,20240315,20250314,CZCE +1598,ZC2409.ZCE,ZC409,动力煤2409,20230908,20240906,CZCE +1599,ME1401.ZCE,ME401,甲醇1401,20130118,20140115,CZCE +1600,RO0809.ZCE,RO809,菜油0809,20070917,20080912,CZCE +1601,PM2405.ZCE,PM405,普麦2405,20230518,20240517,CZCE +1602,WH2405.ZCE,WH405,强麦2405,20230518,20240517,CZCE +1603,CF2405.ZCE,CF405,郑棉2405,20230518,20240517,CZCE +1604,SR2405.ZCE,SR405,白糖2405,20230518,20240517,CZCE +1605,TA2405.ZCE,TA405,PTA2405,20230518,20240517,CZCE +1606,OI2405.ZCE,OI405,菜油2405,20230518,20240517,CZCE +1607,RI2405.ZCE,RI405,早籼稻2405,20230518,20240517,CZCE +1608,MA2405.ZCE,MA405,甲醇2405,20230518,20240517,CZCE +1609,FG2405.ZCE,FG405,玻璃2405,20230518,20240517,CZCE +1610,RM2405.ZCE,RM405,菜粕2405,20230518,20240517,CZCE +1611,JR2405.ZCE,JR405,粳稻2405,20230518,20240517,CZCE +1612,LR2405.ZCE,LR405,晚籼稻2405,20230518,20240517,CZCE +1613,SF2405.ZCE,SF405,硅铁2405,20230518,20240517,CZCE +1614,SM2405.ZCE,SM405,锰硅2405,20230518,20240517,CZCE +1615,CY2405.ZCE,CY405,棉纱2405,20230518,20240517,CZCE +1616,AP2405.ZCE,AP405,苹果2405,20230518,20240517,CZCE +1617,CJ2405.ZCE,CJ405,红枣2405,20230518,20240517,CZCE +1618,UR2405.ZCE,UR405,尿素2405,20230518,20240517,CZCE +1619,SA2405.ZCE,SA405,纯碱2405,20230518,20240517,CZCE +1620,PF2405.ZCE,PF405,短纤2405,20230518,20240517,CZCE +1621,WT0405.ZCE,WT405,硬麦0405,20030210,20040521,CZCE +1622,SF1712.ZCE,SF712,硅铁1712,20161215,20171214,CZCE +1623,TA1310.ZCE,TA310,PTA1310,20121022,20131021,CZCE +1624,SM1505.ZCE,SM505,锰硅1505,20140808,20150515,CZCE +1625,WT0303.ZCE,WT303,硬麦0303,20011203,20030321,CZCE +1626,MA1607.ZCE,MA607,甲醇1607,20150715,20160714,CZCE +1627,CF1507.ZCE,CF507,郑棉1507,20140715,20150714,CZCE +1628,WH1309.ZCE,WH309,强麦1309,20120921,20130913,CZCE +1629,FG2411.ZCE,FG411,玻璃2411,20231115,20241114,CZCE +1630,CF1609.ZCE,CF609,郑棉1609,20150917,20160914,CZCE +1631,TC1406.ZCE,TC406,动力煤1406,20130926,20140609,CZCE +1632,WT0805.ZCE,WT805,硬麦0805,20070524,20080522,CZCE +1633,SM1512.ZCE,SM512,锰硅1512,20141215,20151214,CZCE +1634,PF2203.ZCE,PF203,短纤2203,20210315,20220314,CZCE +1635,WT0811.ZCE,WT811,硬麦0811,20071123,20081120,CZCE +1636,PF2503.ZCE,PF503,短纤2503,20240315,20250314,CZCE +1637,SR0709.ZCE,SR709,白糖0709,20060915,20070914,CZCE +1638,RI2507.ZCE,RI507,早籼稻2507,20240715,20250714,CZCE +1639,CF0603.ZCE,CF603,郑棉0603,20050401,20060314,CZCE +1640,SF1512.ZCE,SF512,硅铁1512,20141215,20151214,CZCE +1641,PM1601.ZCE,PM601,普麦1601,20150119,20160115,CZCE +1642,ZC2402.ZCE,ZC402,动力煤2402,20230208,20240207,CZCE +1643,TA0909.ZCE,TA909,PTA0909,20080916,20090914,CZCE +1644,SR1601.ZCE,SR601,白糖1601,20140715,20160115,CZCE +1645,CF1103.ZCE,CF103,郑棉1103,20100315,20110314,CZCE +1646,AP2304.ZCE,AP304,苹果2304,20220419,20230417,CZCE +1647,CY2304.ZCE,CY304,棉纱2304,20220419,20230417,CZCE +1648,FG2304.ZCE,FG304,玻璃2304,20220419,20230417,CZCE +1649,MA2304.ZCE,MA304,甲醇2304,20220419,20230417,CZCE +1650,PF2304.ZCE,PF304,短纤2304,20220419,20230417,CZCE +1651,PK2304.ZCE,PK304,花生2304,20220419,20230417,CZCE +1652,SA2304.ZCE,SA304,纯碱2304,20220419,20230417,CZCE +1653,SF2304.ZCE,SF304,硅铁2304,20220419,20230417,CZCE +1654,SM2304.ZCE,SM304,锰硅2304,20220419,20230417,CZCE +1655,TA2304.ZCE,TA304,PTA2304,20220419,20230417,CZCE +1656,UR2304.ZCE,UR304,尿素2304,20220419,20230417,CZCE +1657,SR1009.ZCE,SR009,白糖1009,20090316,20100914,CZCE +1658,OI1601.ZCE,OI601,菜油1601,20150119,20160115,CZCE +1659,JR2501.ZCE,JR501,粳稻2501,20240116,20250114,CZCE +1660,SR1211.ZCE,SR211,白糖1211,20110517,20121114,CZCE +1661,CY1904.ZCE,CY904,棉纱1904,20180418,20190415,CZCE +1662,TA1904.ZCE,TA904,PTA1904,20180418,20190415,CZCE +1663,SM1904.ZCE,SM904,锰硅1904,20180418,20190415,CZCE +1664,SF1904.ZCE,SF904,硅铁1904,20180418,20190415,CZCE +1665,MA1904.ZCE,MA904,甲醇1904,20180418,20190415,CZCE +1666,FG1904.ZCE,FG904,玻璃1904,20180418,20190415,CZCE +1667,WT1011.ZCE,WT011,硬麦1011,20091123,20101122,CZCE +1668,RS1707.ZCE,RS707,菜籽1707,20160715,20170714,CZCE +1669,TA1601.ZCE,TA601,PTA1601,20150119,20160115,CZCE +1670,CY2503.ZCE,CY503,棉纱2503,20240315,20250314,CZCE +1671,TA1303.ZCE,TA303,PTA1303,20120315,20130314,CZCE +1672,WT1201.ZCE,WT201,硬麦1201,20110124,20120116,CZCE +1673,SF1507.ZCE,SF507,硅铁1507,20140808,20150714,CZCE +1674,ZC2001.ZCE,ZC001,动力煤2001,20190109,20200108,CZCE +1675,WS0509.ZCE,WS509,强麦0509,20041008,20050922,CZCE +1676,TA1311.ZCE,TA311,PTA1311,20121115,20131114,CZCE +1677,WH2411.ZCE,WH411,强麦2411,20231115,20241114,CZCE +1678,SR1311.ZCE,SR311,白糖1311,20120516,20131114,CZCE +1679,ME1411.ZCE,ME411,甲醇1411,20131115,20141114,CZCE +1680,ER1007.ZCE,ER007,早籼稻1007,20090724,20100722,CZCE +1681,TC1404.ZCE,TC404,动力煤1404,20130926,20140408,CZCE +1682,PM1811.ZCE,PM811,普麦1811,20171115,20181114,CZCE +1683,WH1811.ZCE,WH811,强麦1811,20171115,20181114,CZCE +1684,CF1811.ZCE,CF811,郑棉1811,20171115,20181114,CZCE +1685,SR1905.ZCE,SR905,白糖1905,20171115,20190517,CZCE +1686,TA1811.ZCE,TA811,PTA1811,20171115,20181114,CZCE +1687,OI1811.ZCE,OI811,菜油1811,20171115,20181114,CZCE +1688,RI1811.ZCE,RI811,早籼稻1811,20171115,20181114,CZCE +1689,MA1811.ZCE,MA811,甲醇1811,20171115,20181114,CZCE +1690,FG1811.ZCE,FG811,玻璃1811,20171115,20181114,CZCE +1691,RM1811.ZCE,RM811,菜粕1811,20171115,20181114,CZCE +1692,RS1811.ZCE,RS811,菜籽1811,20171115,20181114,CZCE +1693,JR1811.ZCE,JR811,粳稻1811,20171115,20181114,CZCE +1694,LR1811.ZCE,LR811,晚籼稻1811,20171115,20181114,CZCE +1695,SF1811.ZCE,SF811,硅铁1811,20171115,20181114,CZCE +1696,SM1811.ZCE,SM811,锰硅1811,20171115,20181114,CZCE +1697,CY1811.ZCE,CY811,棉纱1811,20171115,20181114,CZCE +1698,SA2505.ZCE,SA505,纯碱2505,20240520,20250514,CZCE +1699,ZC2102.ZCE,ZC102,动力煤2102,20200210,20210205,CZCE +1700,SH2501.ZCE,SH501,烧碱2501,20240116,20250114,CZCE +1701,ZC2510.ZCE,ZC510,动力煤2510,20241015,20251007,CZCE +1702,SR1103.ZCE,SR103,白糖1103,20090915,20110314,CZCE +1703,SM1703.ZCE,SM703,锰硅1703,20160315,20170314,CZCE +1704,RI1707.ZCE,RI707,早籼稻1707,20160715,20170714,CZCE +1705,MA1511.ZCE,MA511,甲醇1511,20141117,20151113,CZCE +1706,ZC2511.ZCE,ZC511,动力煤2511,20241108,20251107,CZCE +1707,WT0509.ZCE,WT509,硬麦0509,20041008,20050922,CZCE +1708,SM1704.ZCE,SM704,锰硅1704,20160418,20170418,CZCE +1709,RM2505.ZCE,RM505,菜粕2505,20240520,20250514,CZCE +1710,WT1205.ZCE,WT205,硬麦1205,20110524,20120523,CZCE +1711,SM1701.ZCE,SM701,锰硅1701,20160118,20170116,CZCE +1712,TA1005.ZCE,TA005,PTA1005,20090518,20100517,CZCE +1713,TA1301.ZCE,TA301,PTA1301,20120118,20130117,CZCE +1714,SF1709.ZCE,SF709,硅铁1709,20160919,20170914,CZCE +1715,ME1412.ZCE,ME412,甲醇1412,20131216,20141212,CZCE +1716,ZC2209.ZCE,ZC209,动力煤2209,20210908,20220907,CZCE +1717,ZC1801.ZCE,ZC801,动力煤1801,20170110,20180108,CZCE +1718,LR1501.ZCE,LR501,晚籼稻1501,20140708,20150116,CZCE +1719,SF2502.ZCE,SF502,硅铁2502,20240223,20250214,CZCE +1720,UR2506.ZCE,UR506,尿素2506,20240618,20250613,CZCE +1721,SM1602.ZCE,SM602,锰硅1602,20150216,20160219,CZCE +1722,WT0511.ZCE,WT511,硬麦0511,20041201,20051122,CZCE +1723,RS1607.ZCE,RS607,菜籽1607,20150715,20160714,CZCE +1724,TA0907.ZCE,TA907,PTA0907,20080715,20090714,CZCE +1725,WT0103.ZCE,WT103,硬麦0103,20000214,20010322,CZCE +1726,TA1603.ZCE,TA603,PTA1603,20150316,20160314,CZCE +1727,ME1408.ZCE,ME408,甲醇1408,20130815,20140814,CZCE +1728,PM1711.ZCE,PM711,普麦1711,20161115,20171114,CZCE +1729,WH2507.ZCE,WH507,强麦2507,20240715,20250714,CZCE +1730,SR1001.ZCE,SR001,白糖1001,20080715,20100115,CZCE +1731,ZC1611.ZCE,ZC611,动力煤1611,20151109,20161107,CZCE +1732,ZC1605.ZCE,ZC605,动力煤1605,20150518,20160509,CZCE +1733,UR2310.ZCE,UR310,尿素2310,20221024,20231020,CZCE +1734,RO1205.ZCE,RO205,菜油1205,20110517,20120515,CZCE +1735,SF1609.ZCE,SF609,硅铁1609,20150917,20160914,CZCE +1736,ZC1912.ZCE,ZC912,动力煤1912,20181210,20191206,CZCE +1737,RI1309.ZCE,RI309,早籼稻1309,20120921,20130913,CZCE +1738,MA1610.ZCE,MA610,甲醇1610,20151022,20161021,CZCE +1739,RO1201.ZCE,RO201,菜油1201,20110118,20120117,CZCE +1740,FG1709.ZCE,FG709,玻璃1709,20160919,20170914,CZCE +1741,ZC1905.ZCE,ZC905,动力煤1905,20180509,20190510,CZCE +1742,TA1406.ZCE,TA406,PTA1406,20130620,20140616,CZCE +1743,SA2103.ZCE,SA103,纯碱2103,20200316,20210312,CZCE +1744,FG1609.ZCE,FG609,玻璃1609,20150917,20160914,CZCE +1745,SF1411.ZCE,SF411,硅铁1411,20140808,20141114,CZCE +1746,LR1605.ZCE,LR605,晚籼稻1605,20150518,20160516,CZCE +1747,WT0807.ZCE,WT807,硬麦0807,20070724,20080723,CZCE +1748,FG1511.ZCE,FG511,玻璃1511,20141117,20151113,CZCE +1749,ZC2311.ZCE,ZC311,动力煤2311,20221108,20231107,CZCE +1750,TA0903.ZCE,TA903,PTA0903,20080317,20090313,CZCE +1751,JR1707.ZCE,JR707,粳稻1707,20160715,20170714,CZCE +1752,RI1503.ZCE,RI503,早籼稻1503,20140317,20150313,CZCE +1753,FG1303.ZCE,FG303,玻璃1303,20121203,20130314,CZCE +1754,CY2006.ZCE,CY006,棉纱2006,20190618,20200612,CZCE +1755,FG2006.ZCE,FG006,玻璃2006,20190618,20200612,CZCE +1756,MA2006.ZCE,MA006,甲醇2006,20190618,20200612,CZCE +1757,SF2006.ZCE,SF006,硅铁2006,20190618,20200612,CZCE +1758,SM2006.ZCE,SM006,锰硅2006,20190618,20200612,CZCE +1759,TA2006.ZCE,TA006,PTA2006,20190618,20200612,CZCE +1760,TC1505.ZCE,TC505,动力煤1505,20140512,20150508,CZCE +1761,WS1207.ZCE,WS207,强麦1207,20110124,20120723,CZCE +1762,JR1511.ZCE,JR511,粳稻1511,20141117,20151113,CZCE +1763,SR0703.ZCE,SR703,白糖0703,20060106,20070314,CZCE +1764,AP2110.ZCE,AP110,苹果2110,20201023,20211021,CZCE +1765,FG2110.ZCE,FG110,玻璃2110,20201023,20211021,CZCE +1766,UR2110.ZCE,UR110,尿素2110,20201023,20211021,CZCE +1767,CY2110.ZCE,CY110,棉纱2110,20201023,20211021,CZCE +1768,SM2110.ZCE,SM110,锰硅2110,20201023,20211021,CZCE +1769,SF2110.ZCE,SF110,硅铁2110,20201023,20211021,CZCE +1770,MA2110.ZCE,MA110,甲醇2110,20201023,20211021,CZCE +1771,TA2110.ZCE,TA110,PTA2110,20201023,20211021,CZCE +1772,SA2110.ZCE,SA110,纯碱2110,20201023,20211021,CZCE +1773,SM1507.ZCE,SM507,锰硅1507,20140808,20150714,CZCE +1774,OI1509.ZCE,OI509,菜油1509,20140916,20150916,CZCE +1775,ZC2111.ZCE,ZC111,动力煤2111,20201109,20211105,CZCE +1776,CF1107.ZCE,CF107,郑棉1107,20100715,20110714,CZCE +1777,SR1101.ZCE,SR101,白糖1101,20090715,20110117,CZCE +1778,WH1507.ZCE,WH507,强麦1507,20140715,20150714,CZCE +1779,CF1407.ZCE,CF407,郑棉1407,20130715,20140714,CZCE +1780,TA1506.ZCE,TA506,PTA1506,20140617,20150612,CZCE +1781,ZC2501.ZCE,ZC501,动力煤2501,20240109,20250107,CZCE +1782,FG1401.ZCE,FG401,玻璃1401,20130118,20140115,CZCE +1783,RO1001.ZCE,RO001,菜油1001,20090119,20100115,CZCE +1784,CY1810.ZCE,CY810,棉纱1810,20171023,20181019,CZCE +1785,CF0705.ZCE,CF705,郑棉0705,20060601,20070521,CZCE +1786,MA2412.ZCE,MA412,甲醇2412,20231215,20241213,CZCE +1787,LR2507.ZCE,LR507,晚籼稻2507,20240715,20250714,CZCE +1788,ZC2405.ZCE,ZC405,动力煤2405,20230511,20240510,CZCE +1789,TA1405.ZCE,TA405,PTA1405,20130516,20140516,CZCE +1790,ZC2210.ZCE,ZC210,动力煤2210,20211015,20221014,CZCE +1791,RO1111.ZCE,RO111,菜油1111,20101115,20111114,CZCE +1792,RO1211.ZCE,RO211,菜油1211,20111115,20121114,CZCE +1793,PX2501.ZCE,PX501,对二甲苯2501,20240116,20250114,CZCE +1794,ZC1704.ZCE,ZC704,动力煤1704,20160411,20170411,CZCE +1795,LR1511.ZCE,LR511,晚籼稻1511,20141117,20151113,CZCE +1796,JR1411.ZCE,JR411,粳稻1411,20131118,20141114,CZCE +1797,ME1304.ZCE,ME304,甲醇1304,20120419,20130416,CZCE +1798,SR0901.ZCE,SR901,白糖0901,20080116,20090116,CZCE +1799,PF2501.ZCE,PF501,短纤2501,20240116,20250114,CZCE +1800,SR0705.ZCE,SR705,白糖0705,20060529,20070521,CZCE +1801,CF1205.ZCE,CF205,郑棉1205,20110517,20120515,CZCE +1802,RO0909.ZCE,RO909,菜油0909,20080916,20090914,CZCE +1803,ME1501.ZCE,ME501,甲醇1501,20140116,20150116,CZCE +1804,RI1409.ZCE,RI409,早籼稻1409,20130916,20140915,CZCE +1805,TA1501.ZCE,TA501,PTA1501,20140116,20150116,CZCE +1806,ZC2106.ZCE,ZC106,动力煤2106,20200608,20210607,CZCE +1807,WT1009.ZCE,WT009,硬麦1009,20090923,20100917,CZCE +1808,TA1207.ZCE,TA207,PTA1207,20110715,20120713,CZCE +1809,WH1605.ZCE,WH605,强麦1605,20150518,20160516,CZCE +1810,ME1505.ZCE,ME505,甲醇1505,20140519,20150515,CZCE +1811,RI1509.ZCE,RI509,早籼稻1509,20140916,20150916,CZCE +1812,SR0611.ZCE,SR611,白糖0611,20060106,20061114,CZCE +1813,CF1511.ZCE,CF511,郑棉1511,20141117,20151113,CZCE +1814,SF1702.ZCE,SF702,硅铁1702,20160222,20170216,CZCE +1815,UR2503.ZCE,UR503,尿素2503,20240315,20250314,CZCE +1816,SH2506.ZCE,SH506,烧碱2506,20240618,20250613,CZCE +1817,UR2009.ZCE,UR009,尿素2009,20190917,20200914,CZCE +1818,CF0911.ZCE,CF911,郑棉0911,20081117,20091113,CZCE +1819,CF1305.ZCE,CF305,郑棉1305,20120516,20130515,CZCE +1820,SR0701.ZCE,SR701,白糖0701,20060106,20070117,CZCE +1821,SR2501.ZCE,SR501,白糖2501,20240116,20250114,CZCE +1822,FG1505.ZCE,FG505,玻璃1505,20140519,20150515,CZCE +1823,CF1605.ZCE,CF605,郑棉1605,20150518,20160516,CZCE +1824,ME1306.ZCE,ME306,甲醇1306,20120615,20130619,CZCE +1825,MA1605.ZCE,MA605,甲醇1605,20150518,20160516,CZCE +1826,TA0702.ZCE,TA702,PTA0702,20061218,20070214,CZCE +1827,CF1301.ZCE,CF301,郑棉1301,20120118,20130117,CZCE +1828,CF1009.ZCE,CF009,郑棉1009,20090915,20100914,CZCE +1829,RS1311.ZCE,RS311,菜籽1311,20121228,20131114,CZCE +1830,SM2501.ZCE,SM501,锰硅2501,20240116,20250114,CZCE +1831,CF1003.ZCE,CF003,郑棉1003,20090316,20100312,CZCE +1832,OI2411.ZCE,OI411,菜油2411,20231115,20241114,CZCE +1833,FG1503.ZCE,FG503,玻璃1503,20140317,20150313,CZCE +1834,TA1401.ZCE,TA401,PTA1401,20130118,20140115,CZCE +1835,ZC1906.ZCE,ZC906,动力煤1906,20180608,20190610,CZCE +1836,SR1807.ZCE,SR807,白糖1807,20170117,20180713,CZCE +1837,RI1311.ZCE,RI311,早籼稻1311,20121123,20131114,CZCE +1838,WT0101.ZCE,WT101,硬麦0101,20000214,20010111,CZCE +1839,SH2505.ZCE,SH505,烧碱2505,20240520,20250514,CZCE +1840,TA1408.ZCE,TA408,PTA1408,20130815,20140814,CZCE +1841,TA2004.ZCE,TA004,PTA2004,20190416,20200415,CZCE +1842,MA2004.ZCE,MA004,甲醇2004,20190416,20200415,CZCE +1843,FG2004.ZCE,FG004,玻璃2004,20190416,20200415,CZCE +1844,SF2004.ZCE,SF004,硅铁2004,20190416,20200415,CZCE +1845,SM2004.ZCE,SM004,锰硅2004,20190416,20200415,CZCE +1846,CY2004.ZCE,CY004,棉纱2004,20190416,20200415,CZCE +1847,ME1204.ZCE,ME204,甲醇1204,20111028,20120418,CZCE +1848,WT0911.ZCE,WT911,硬麦0911,20081121,20091120,CZCE +1849,TA1306.ZCE,TA306,PTA1306,20120615,20130619,CZCE +1850,ZC2509.ZCE,ZC509,动力煤2509,20240909,20250905,CZCE +1851,SH2504.ZCE,SH504,烧碱2504,20240417,20250414,CZCE +1852,WS0503.ZCE,WS503,强麦0503,20040401,20050323,CZCE +1853,RS2411.ZCE,RS411,菜籽2411,20231115,20241114,CZCE +1854,ZC1910.ZCE,ZC910,动力煤1910,20181015,20191014,CZCE +1855,WS1301.ZCE,WS301,强麦1301,20110722,20130123,CZCE +1856,WH1407.ZCE,WH407,强麦1407,20130715,20140714,CZCE +1857,UR2507.ZCE,UR507,尿素2507,20240715,20250714,CZCE +1858,MA2507.ZCE,MA507,甲醇2507,20240715,20250714,CZCE +1859,SF1611.ZCE,SF611,硅铁1611,20151116,20161114,CZCE +1860,WT0909.ZCE,WT909,硬麦0909,20080919,20090922,CZCE +1861,TA0804.ZCE,TA804,PTA0804,20070416,20080415,CZCE +1862,SR1305.ZCE,SR305,白糖1305,20111115,20130515,CZCE +1863,TA0904.ZCE,TA904,PTA0904,20080416,20090415,CZCE +1864,ZC1709.ZCE,ZC709,动力煤1709,20160908,20170907,CZCE +1865,SA2411.ZCE,SA411,纯碱2411,20231115,20241114,CZCE +1866,SR1105.ZCE,SR105,白糖1105,20091116,20110516,CZCE +1867,LR1603.ZCE,LR603,晚籼稻1603,20150316,20160314,CZCE +1868,PX2507.ZCE,PX507,对二甲苯2507,20240715,20250714,CZCE +1869,WT0503.ZCE,WT503,硬麦0503,20040401,20050323,CZCE +1870,SR1701.ZCE,SR701,白糖1701,20150715,20170116,CZCE +1871,ZC2406.ZCE,ZC406,动力煤2406,20230608,20240607,CZCE +1872,TA1208.ZCE,TA208,PTA1208,20110815,20120814,CZCE +1873,RO1109.ZCE,RO109,菜油1109,20100915,20110915,CZCE +1874,PM1703.ZCE,PM703,普麦1703,20160315,20170314,CZCE +1875,RM1705.ZCE,RM705,菜粕1705,20160517,20170515,CZCE +1876,TA1609.ZCE,TA609,PTA1609,20150917,20160914,CZCE +1877,ME1209.ZCE,ME209,甲醇1209,20111028,20120914,CZCE +1878,ME1205.ZCE,ME205,甲醇1205,20111028,20120515,CZCE +1879,WT1207.ZCE,WT207,硬麦1207,20110722,20120723,CZCE +1880,RO0907.ZCE,RO907,菜油0907,20080715,20090714,CZCE +1881,SF1505.ZCE,SF505,硅铁1505,20140808,20150515,CZCE +1882,TA1605.ZCE,TA605,PTA1605,20150518,20160516,CZCE +1883,ER1201.ZCE,ER201,早籼稻1201,20110124,20120116,CZCE +1884,ME1403.ZCE,ME403,甲醇1403,20130315,20140314,CZCE +1885,TA2210.ZCE,TA210,PTA2210,20211022,20221021,CZCE +1886,MA2210.ZCE,MA210,甲醇2210,20211022,20221021,CZCE +1887,FG2210.ZCE,FG210,玻璃2210,20211022,20221021,CZCE +1888,SF2210.ZCE,SF210,硅铁2210,20211022,20221021,CZCE +1889,SM2210.ZCE,SM210,锰硅2210,20211022,20221021,CZCE +1890,CY2210.ZCE,CY210,棉纱2210,20211022,20221021,CZCE +1891,AP2210.ZCE,AP210,苹果2210,20211022,20221021,CZCE +1892,UR2210.ZCE,UR210,尿素2210,20211022,20221021,CZCE +1893,SA2210.ZCE,SA210,纯碱2210,20211022,20221021,CZCE +1894,PF2210.ZCE,PF210,短纤2210,20211022,20221021,CZCE +1895,PK2210.ZCE,PK210,花生2210,20211022,20221021,CZCE +1896,FG1804.ZCE,FG804,玻璃1804,20170419,20180417,CZCE +1897,MA1804.ZCE,MA804,甲醇1804,20170419,20180417,CZCE +1898,SF1804.ZCE,SF804,硅铁1804,20170419,20180417,CZCE +1899,SM1804.ZCE,SM804,锰硅1804,20170419,20180417,CZCE +1900,TA1804.ZCE,TA804,PTA1804,20170419,20180417,CZCE +1901,JR1605.ZCE,JR605,粳稻1605,20150518,20160516,CZCE +1902,CF1501.ZCE,CF501,郑棉1501,20140116,20150116,CZCE +1903,TA2206.ZCE,TA206,PTA2206,20210616,20220615,CZCE +1904,MA2206.ZCE,MA206,甲醇2206,20210616,20220615,CZCE +1905,FG2206.ZCE,FG206,玻璃2206,20210616,20220615,CZCE +1906,SF2206.ZCE,SF206,硅铁2206,20210616,20220615,CZCE +1907,SM2206.ZCE,SM206,锰硅2206,20210616,20220615,CZCE +1908,CY2206.ZCE,CY206,棉纱2206,20210616,20220615,CZCE +1909,UR2206.ZCE,UR206,尿素2206,20210616,20220615,CZCE +1910,SA2206.ZCE,SA206,纯碱2206,20210616,20220615,CZCE +1911,PF2206.ZCE,PF206,短纤2206,20210616,20220615,CZCE +1912,FG1306.ZCE,FG306,玻璃1306,20121203,20130619,CZCE +1913,SA2507.ZCE,SA507,纯碱2507,20240715,20250714,CZCE +1914,RO1107.ZCE,RO107,菜油1107,20100715,20110714,CZCE +1915,WT0207.ZCE,WT207,硬麦0207,20010402,20020723,CZCE +1916,SR0711.ZCE,SR711,白糖0711,20061115,20071114,CZCE +1917,CF0512.ZCE,CF512,郑棉0512,20050104,20051214,CZCE +1918,FG2504.ZCE,FG504,玻璃2504,20240417,20250414,CZCE +1919,SM2011.ZCE,SM011,锰硅2011,20191115,20201113,CZCE +1920,CY2011.ZCE,CY011,棉纱2011,20191115,20201113,CZCE +1921,TA2011.ZCE,TA011,PTA2011,20191115,20201113,CZCE +1922,SF2011.ZCE,SF011,硅铁2011,20191115,20201113,CZCE +1923,MA2011.ZCE,MA011,甲醇2011,20191115,20201113,CZCE +1924,FG2011.ZCE,FG011,玻璃2011,20191115,20201113,CZCE +1925,SR2011.ZCE,SR011,白糖2011,20191115,20201113,CZCE +1926,RI2011.ZCE,RI011,早籼稻2011,20191115,20201113,CZCE +1927,PM2011.ZCE,PM011,普麦2011,20191115,20201113,CZCE +1928,OI2011.ZCE,OI011,菜油2011,20191115,20201113,CZCE +1929,JR2011.ZCE,JR011,粳稻2011,20191115,20201113,CZCE +1930,CF2011.ZCE,CF011,郑棉2011,20191115,20201113,CZCE +1931,RS2011.ZCE,RS011,菜籽2011,20191115,20201113,CZCE +1932,AP2011.ZCE,AP011,苹果2011,20191115,20201113,CZCE +1933,RM2011.ZCE,RM011,菜粕2011,20191115,20201113,CZCE +1934,WH2011.ZCE,WH011,强麦2011,20191115,20201113,CZCE +1935,TA1309.ZCE,TA309,PTA1309,20120917,20130913,CZCE +1936,WT0211.ZCE,WT211,硬麦0211,20010801,20021121,CZCE +1937,PK2201.ZCE,PK201,花生2201,20210201,20220117,CZCE +1938,PK2112.ZCE,PK112,花生2112,20210201,20211214,CZCE +1939,PK2111.ZCE,PK111,花生2111,20210201,20211112,CZCE +1940,PK2110.ZCE,PK110,花生2110,20210201,20211021,CZCE +1941,PM2503.ZCE,PM503,普麦2503,20240315,20250314,CZCE +1942,OI1401.ZCE,OI401,菜油1401,20130118,20140115,CZCE +1943,RM1401.ZCE,RM401,菜粕1401,20130118,20140115,CZCE +1944,WT1005.ZCE,WT005,硬麦1005,20090520,20100521,CZCE +1945,FG1704.ZCE,FG704,玻璃1704,20160418,20170418,CZCE +1946,ZC2306.ZCE,ZC306,动力煤2306,20220609,20230607,CZCE +1947,ER1003.ZCE,ER003,早籼稻1003,20090420,20100323,CZCE +1948,RI1405.ZCE,RI405,早籼稻1405,20130524,20140516,CZCE +1949,RM1509.ZCE,RM509,菜粕1509,20140916,20150916,CZCE +1950,RS1507.ZCE,RS507,菜籽1507,20140715,20150714,CZCE +1951,TA1612.ZCE,TA612,PTA1612,20151215,20161214,CZCE +1952,MA1704.ZCE,MA704,甲醇1704,20160418,20170418,CZCE +1953,FG1906.ZCE,FG906,玻璃1906,20180615,20190617,CZCE +1954,MA1906.ZCE,MA906,甲醇1906,20180615,20190617,CZCE +1955,SF1906.ZCE,SF906,硅铁1906,20180615,20190617,CZCE +1956,SM1906.ZCE,SM906,锰硅1906,20180615,20190617,CZCE +1957,TA1906.ZCE,TA906,PTA1906,20180615,20190617,CZCE +1958,CY1906.ZCE,CY906,棉纱1906,20180615,20190617,CZCE +1959,TA0707.ZCE,TA707,PTA0707,20061218,20070713,CZCE +1960,RO0901.ZCE,RO901,菜油0901,20080116,20090116,CZCE +1961,ME1302.ZCE,ME302,甲醇1302,20120215,20130221,CZCE +1962,TA1010.ZCE,TA010,PTA1010,20091023,20101021,CZCE +1963,LR2411.ZCE,LR411,晚籼稻2411,20231115,20241114,CZCE +1964,WS1211.ZCE,WS211,强麦1211,20110524,20121122,CZCE +1965,AP2504.ZCE,AP504,苹果2504,20240417,20250414,CZCE +1966,PF2411.ZCE,PF411,短纤2411,20231115,20241114,CZCE +1967,ZC2108.ZCE,ZC108,动力煤2108,20200810,20210806,CZCE +1968,SH2411.ZCE,SH411,烧碱2411,20231115,20241114,CZCE +1969,WH1403.ZCE,WH403,强麦1403,20130322,20140314,CZCE +1970,OI2503.ZCE,OI503,菜油2503,20240315,20250314,CZCE +1971,RM2411.ZCE,RM411,菜粕2411,20231115,20241114,CZCE +1972,TA1512.ZCE,TA512,PTA1512,20141215,20151214,CZCE +1973,MA1508.ZCE,MA508,甲醇1508,20140815,20150814,CZCE +1974,SM1411.ZCE,SM411,锰硅1411,20140808,20141114,CZCE +1975,RM1508.ZCE,RM508,菜粕1508,20140815,20150814,CZCE +1976,SA2012.ZCE,SA012,纯碱2012,20191216,20201214,CZCE +1977,SM1601.ZCE,SM601,锰硅1601,20150119,20160115,CZCE +1978,CF0501.ZCE,CF501,郑棉0501,20040601,20050117,CZCE +1979,WT9909.ZCE,WT909,硬麦9909,19990104,19990922,CZCE +1980,JR1405.ZCE,JR405,粳稻1405,20131118,20140516,CZCE +1981,WS1107.ZCE,WS107,强麦1107,20100122,20110721,CZCE +1982,ER1105.ZCE,ER105,早籼稻1105,20100524,20110523,CZCE +1983,PM1307.ZCE,PM307,普麦1307,20120724,20130712,CZCE +1984,CY2506.ZCE,CY506,棉纱2506,20240618,20250613,CZCE +1985,SF1501.ZCE,SF501,硅铁1501,20140808,20150116,CZCE +1986,WT0407.ZCE,WT407,硬麦0407,20030401,20040722,CZCE +1987,RI1601.ZCE,RI601,早籼稻1601,20150119,20160115,CZCE +1988,PR2510.ZCE,PR510,瓶片2510,20241022,20251014,CZCE +1989,CY2411.ZCE,CY411,棉纱2411,20231115,20241114,CZCE +1990,SM1502.ZCE,SM502,锰硅1502,20140808,20150213,CZCE +1991,ZC1609.ZCE,ZC609,动力煤1609,20150910,20160907,CZCE +1992,FG1706.ZCE,FG706,玻璃1706,20160617,20170614,CZCE +1993,PX2503.ZCE,PX503,对二甲苯2503,20240315,20250314,CZCE +1994,WS0405.ZCE,WS405,强麦0405,20030602,20040521,CZCE +1995,CF2109.ZCE,CF109,郑棉2109,20200915,20210914,CZCE +1996,CJ2109.ZCE,CJ109,红枣2109,20200915,20210914,CZCE +1997,CY2109.ZCE,CY109,棉纱2109,20200915,20210914,CZCE +1998,FG2109.ZCE,FG109,玻璃2109,20200915,20210914,CZCE +1999,JR2109.ZCE,JR109,粳稻2109,20200915,20210914,CZCE +2000,MA2109.ZCE,MA109,甲醇2109,20200915,20210914,CZCE +2001,OI2109.ZCE,OI109,菜油2109,20200915,20210914,CZCE +2002,PM2109.ZCE,PM109,普麦2109,20200915,20210914,CZCE +2003,RI2109.ZCE,RI109,早籼稻2109,20200915,20210914,CZCE +2004,RM2109.ZCE,RM109,菜粕2109,20200915,20210914,CZCE +2005,RS2109.ZCE,RS109,菜籽2109,20200915,20210914,CZCE +2006,SA2109.ZCE,SA109,纯碱2109,20200915,20210914,CZCE +2007,SF2109.ZCE,SF109,硅铁2109,20200915,20210914,CZCE +2008,SM2109.ZCE,SM109,锰硅2109,20200915,20210914,CZCE +2009,SR2109.ZCE,SR109,白糖2109,20200915,20210914,CZCE +2010,TA2109.ZCE,TA109,PTA2109,20200915,20210914,CZCE +2011,UR2109.ZCE,UR109,尿素2109,20200915,20210914,CZCE +2012,WH2109.ZCE,WH109,强麦2109,20200915,20210914,CZCE +2013,TC1411.ZCE,TC411,动力煤1411,20131108,20141107,CZCE +2014,CF1203.ZCE,CF203,郑棉1203,20110315,20120314,CZCE +2015,TA0811.ZCE,TA811,PTA0811,20071115,20081114,CZCE +2016,AP2511.ZCE,AP511,苹果2511,20241115,20251114,CZCE +2017,CF2511.ZCE,CF511,郑棉2511,20241115,20251114,CZCE +2018,CY2511.ZCE,CY511,棉纱2511,20241115,20251114,CZCE +2019,FG2511.ZCE,FG511,玻璃2511,20241115,20251114,CZCE +2020,JR2511.ZCE,JR511,粳稻2511,20241115,20251114,CZCE +2021,LR2511.ZCE,LR511,晚籼稻2511,20241115,20251114,CZCE +2022,MA2511.ZCE,MA511,甲醇2511,20241115,20251114,CZCE +2023,OI2511.ZCE,OI511,菜油2511,20241115,20251114,CZCE +2024,PF2511.ZCE,PF511,短纤2511,20241115,20251114,CZCE +2025,PK2511.ZCE,PK511,花生2511,20241115,20251114,CZCE +2026,PM2511.ZCE,PM511,普麦2511,20241115,20251114,CZCE +2027,PX2511.ZCE,PX511,对二甲苯2511,20241115,20251114,CZCE +2028,RI2511.ZCE,RI511,早籼稻2511,20241115,20251114,CZCE +2029,RM2511.ZCE,RM511,菜粕2511,20241115,20251114,CZCE +2030,RS2511.ZCE,RS511,菜籽2511,20241115,20251114,CZCE +2031,SA2511.ZCE,SA511,纯碱2511,20241115,20251114,CZCE +2032,SF2511.ZCE,SF511,硅铁2511,20241115,20251114,CZCE +2033,SH2511.ZCE,SH511,烧碱2511,20241115,20251114,CZCE +2034,SM2511.ZCE,SM511,锰硅2511,20241115,20251114,CZCE +2035,SR2511.ZCE,SR511,白糖2511,20241115,20251114,CZCE +2036,TA2511.ZCE,TA511,PTA2511,20241115,20251114,CZCE +2037,UR2511.ZCE,UR511,尿素2511,20241115,20251114,CZCE +2038,WH2511.ZCE,WH511,强麦2511,20241115,20251114,CZCE +2039,PR2511.ZCE,PR511,瓶片2511,20241115,20251114,CZCE +2040,PM1709.ZCE,PM709,普麦1709,20160919,20170914,CZCE +2041,OI1711.ZCE,OI711,菜油1711,20161115,20171114,CZCE +2042,TA1410.ZCE,TA410,PTA1410,20131022,20141021,CZCE +2043,PX2411.ZCE,PX411,对二甲苯2411,20231115,20241114,CZCE +2044,ZC2310.ZCE,ZC310,动力煤2310,20221017,20231013,CZCE +2045,LR1611.ZCE,LR611,晚籼稻1611,20151116,20161114,CZCE +2046,WT0707.ZCE,WT707,硬麦0707,20060724,20070723,CZCE +2047,WS0905.ZCE,WS905,强麦0905,20080124,20090519,CZCE +2048,SR1803.ZCE,SR803,白糖1803,20160919,20180314,CZCE +2049,CF1311.ZCE,CF311,郑棉1311,20121225,20131114,CZCE +2050,RM1707.ZCE,RM707,菜粕1707,20160715,20170714,CZCE +2051,TC1410.ZCE,TC410,动力煤1410,20131015,20141014,CZCE +2052,RO1301.ZCE,RO301,菜油1301,20120118,20130117,CZCE +2053,ZC1902.ZCE,ZC902,动力煤1902,20180208,20190214,CZCE +2054,CF1209.ZCE,CF209,郑棉1209,20110916,20120914,CZCE +2055,ER1103.ZCE,ER103,早籼稻1103,20100324,20110323,CZCE +2056,SR0911.ZCE,SR911,白糖0911,20080519,20091113,CZCE +2057,OI1701.ZCE,OI701,菜油1701,20160118,20170116,CZCE +2058,RM1311.ZCE,RM311,菜粕1311,20121228,20131114,CZCE +2059,MA1512.ZCE,MA512,甲醇1512,20141215,20151214,CZCE +2060,ZC2006.ZCE,ZC006,动力煤2006,20190611,20200605,CZCE +2061,SF1703.ZCE,SF703,硅铁1703,20160315,20170314,CZCE +2062,CY2501.ZCE,CY501,棉纱2501,20240116,20250114,CZCE +2063,RM1308.ZCE,RM308,菜粕1308,20121228,20130814,CZCE +2064,ZC2109.ZCE,ZC109,动力煤2109,20200908,20210907,CZCE +2065,FG1702.ZCE,FG702,玻璃1702,20160222,20170216,CZCE +2066,OI1703.ZCE,OI703,菜油1703,20160315,20170314,CZCE +2067,CF0610.ZCE,CF610,郑棉0610,20051101,20061020,CZCE +2068,WS0411.ZCE,WS411,强麦0411,20031201,20041122,CZCE +2069,RO0707.ZCE,RO707,菜油0707,20070608,20070713,CZCE +2070,SR1209.ZCE,SR209,白糖1209,20110315,20120914,CZCE +2071,CF1611.ZCE,CF611,郑棉1611,20151116,20161114,CZCE +2072,RM2503.ZCE,RM503,菜粕2503,20240315,20250314,CZCE +2073,SR1709.ZCE,SR709,白糖1709,20160315,20170914,CZCE +2074,CF0411.ZCE,CF411,郑棉0411,20040601,20041112,CZCE +2075,ME1311.ZCE,ME311,甲醇1311,20121115,20131114,CZCE +2076,AP2305.ZCE,AP305,苹果2305,20220519,20230517,CZCE +2077,CF2305.ZCE,CF305,郑棉2305,20220519,20230517,CZCE +2078,CJ2305.ZCE,CJ305,红枣2305,20220519,20230517,CZCE +2079,CY2305.ZCE,CY305,棉纱2305,20220519,20230517,CZCE +2080,FG2305.ZCE,FG305,玻璃2305,20220519,20230517,CZCE +2081,JR2305.ZCE,JR305,粳稻2305,20220519,20230517,CZCE +2082,LR2305.ZCE,LR305,晚籼稻2305,20220519,20230517,CZCE +2083,MA2305.ZCE,MA305,甲醇2305,20220519,20230517,CZCE +2084,OI2305.ZCE,OI305,菜油2305,20220519,20230517,CZCE +2085,PF2305.ZCE,PF305,短纤2305,20220519,20230517,CZCE +2086,PM2305.ZCE,PM305,普麦2305,20220519,20230517,CZCE +2087,RI2305.ZCE,RI305,早籼稻2305,20220519,20230517,CZCE +2088,RM2305.ZCE,RM305,菜粕2305,20220519,20230517,CZCE +2089,SA2305.ZCE,SA305,纯碱2305,20220519,20230517,CZCE +2090,SF2305.ZCE,SF305,硅铁2305,20220519,20230517,CZCE +2091,SM2305.ZCE,SM305,锰硅2305,20220519,20230517,CZCE +2092,SR2305.ZCE,SR305,白糖2305,20220519,20230517,CZCE +2093,TA2305.ZCE,TA305,PTA2305,20220519,20230517,CZCE +2094,RO1011.ZCE,RO011,菜油1011,20091116,20101112,CZCE +2095,SR1703.ZCE,SR703,白糖1703,20150917,20170314,CZCE +2096,PM1605.ZCE,PM605,普麦1605,20150518,20160516,CZCE +2097,ZC2407.ZCE,ZC407,动力煤2407,20230710,20240705,CZCE +2098,SF1711.ZCE,SF711,硅铁1711,20161115,20171114,CZCE +2099,TA1006.ZCE,TA006,PTA1006,20090615,20100617,CZCE +2100,RM1411.ZCE,RM411,菜粕1411,20131115,20141114,CZCE +2101,SR1707.ZCE,SR707,白糖1707,20160118,20170714,CZCE +2102,TA1710.ZCE,TA710,PTA1710,20161024,20171020,CZCE +2103,ZC1612.ZCE,ZC612,动力煤1612,20151208,20161207,CZCE +2104,PF2204.ZCE,PF204,短纤2204,20210416,20220418,CZCE +2105,PK2204.ZCE,PK204,花生2204,20210416,20220418,CZCE +2106,AP2204.ZCE,AP204,苹果2204,20210416,20220418,CZCE +2107,RM1607.ZCE,RM607,菜粕1607,20150715,20160714,CZCE +2108,ZC1703.ZCE,ZC703,动力煤1703,20160308,20170307,CZCE +2109,TC1507.ZCE,TC507,动力煤1507,20140708,20150707,CZCE +2110,SR1511.ZCE,SR511,白糖1511,20140519,20151113,CZCE +2111,MA1706.ZCE,MA706,甲醇1706,20160617,20170614,CZCE +2112,PM2307.ZCE,PM307,普麦2307,20220715,20230714,CZCE +2113,WH2307.ZCE,WH307,强麦2307,20220715,20230714,CZCE +2114,CF2307.ZCE,CF307,郑棉2307,20220715,20230714,CZCE +2115,SR2307.ZCE,SR307,白糖2307,20220715,20230714,CZCE +2116,TA2307.ZCE,TA307,PTA2307,20220715,20230714,CZCE +2117,OI2307.ZCE,OI307,菜油2307,20220715,20230714,CZCE +2118,RI2307.ZCE,RI307,早籼稻2307,20220715,20230714,CZCE +2119,MA2307.ZCE,MA307,甲醇2307,20220715,20230714,CZCE +2120,FG2307.ZCE,FG307,玻璃2307,20220715,20230714,CZCE +2121,RM2307.ZCE,RM307,菜粕2307,20220715,20230714,CZCE +2122,RS2307.ZCE,RS307,菜籽2307,20220715,20230714,CZCE +2123,JR2307.ZCE,JR307,粳稻2307,20220715,20230714,CZCE +2124,LR2307.ZCE,LR307,晚籼稻2307,20220715,20230714,CZCE +2125,SF2307.ZCE,SF307,硅铁2307,20220715,20230714,CZCE +2126,SM2307.ZCE,SM307,锰硅2307,20220715,20230714,CZCE +2127,CY2307.ZCE,CY307,棉纱2307,20220715,20230714,CZCE +2128,CJ2307.ZCE,CJ307,红枣2307,20220715,20230714,CZCE +2129,UR2307.ZCE,UR307,尿素2307,20220715,20230714,CZCE +2130,SA2307.ZCE,SA307,纯碱2307,20220715,20230714,CZCE +2131,PF2307.ZCE,PF307,短纤2307,20220715,20230714,CZCE +2132,RM1611.ZCE,RM611,菜粕1611,20151116,20161114,CZCE +2133,TA1604.ZCE,TA604,PTA1604,20150416,20160415,CZCE +2134,FG1701.ZCE,FG701,玻璃1701,20160118,20170116,CZCE +2135,RI1505.ZCE,RI505,早籼稻1505,20140519,20150515,CZCE +2136,TA1403.ZCE,TA403,PTA1403,20130315,20140314,CZCE +2137,PF2110.ZCE,PF110,短纤2110,20201023,20211021,CZCE +2138,RM1511.ZCE,RM511,菜粕1511,20141117,20151113,CZCE +2139,RI1411.ZCE,RI411,早籼稻1411,20131115,20141114,CZCE +2140,ZC2505.ZCE,ZC505,动力煤2505,20240513,20250507,CZCE +2141,LR1703.ZCE,LR703,晚籼稻1703,20160315,20170314,CZCE +2142,SF2412.ZCE,SF412,硅铁2412,20231215,20241213,CZCE +2143,RM2501.ZCE,RM501,菜粕2501,20240116,20250114,CZCE +2144,TA1106.ZCE,TA106,PTA1106,20100618,20110615,CZCE +2145,WT0111.ZCE,WT111,硬麦0111,20000801,20011122,CZCE +2146,UR2412.ZCE,UR412,尿素2412,20231215,20241213,CZCE +2147,WT1203.ZCE,WT203,硬麦1203,20110324,20120322,CZCE +2148,WT0501.ZCE,WT501,硬麦0501,20040202,20050121,CZCE +2149,RS1307.ZCE,RS307,菜籽1307,20121228,20130712,CZCE +2150,JR1609.ZCE,JR609,粳稻1609,20150917,20160914,CZCE +2151,OI1611.ZCE,OI611,菜油1611,20151116,20161114,CZCE +2152,WS1103.ZCE,WS103,强麦1103,20090923,20110323,CZCE +2153,ZC1805.ZCE,ZC805,动力煤1805,20170509,20180508,CZCE +2154,ZC2012.ZCE,ZC012,动力煤2012,20191209,20201207,CZCE +2155,MA1707.ZCE,MA707,甲醇1707,20160715,20170714,CZCE +2156,PM1707.ZCE,PM707,普麦1707,20160715,20170714,CZCE +2157,OI1705.ZCE,OI705,菜油1705,20160517,20170515,CZCE +2158,RM1703.ZCE,RM703,菜粕1703,20160315,20170314,CZCE +2159,SR1405.ZCE,SR405,白糖1405,20121115,20140516,CZCE +2160,SF1612.ZCE,SF612,硅铁1612,20151215,20161214,CZCE +2161,AP2404.ZCE,AP404,苹果2404,20230418,20240416,CZCE +2162,CY2404.ZCE,CY404,棉纱2404,20230418,20240416,CZCE +2163,FG2404.ZCE,FG404,玻璃2404,20230418,20240416,CZCE +2164,MA2404.ZCE,MA404,甲醇2404,20230418,20240416,CZCE +2165,PF2404.ZCE,PF404,短纤2404,20230418,20240416,CZCE +2166,PK2404.ZCE,PK404,花生2404,20230418,20240416,CZCE +2167,SA2404.ZCE,SA404,纯碱2404,20230418,20240416,CZCE +2168,SF2404.ZCE,SF404,硅铁2404,20230418,20240416,CZCE +2169,SM2404.ZCE,SM404,锰硅2404,20230418,20240416,CZCE +2170,TA2404.ZCE,TA404,PTA2404,20230418,20240416,CZCE +2171,UR2404.ZCE,UR404,尿素2404,20230418,20240416,CZCE +2172,TA1111.ZCE,TA111,PTA1111,20101115,20111114,CZCE +2173,SF2505.ZCE,SF505,硅铁2505,20240520,20250514,CZCE +2174,AP2411.ZCE,AP411,苹果2411,20231115,20241114,CZCE +2175,TA1205.ZCE,TA205,PTA1205,20110517,20120515,CZCE +2176,WS0401.ZCE,WS401,强麦0401,20030328,20040112,CZCE +2177,WT0903.ZCE,WT903,硬麦0903,20080324,20090323,CZCE +2178,TC1603.ZCE,TC603,动力煤1603,20150309,20160307,CZCE +2179,TA1510.ZCE,TA510,PTA1510,20141022,20151021,CZCE +2180,JR1711.ZCE,JR711,粳稻1711,20161115,20171114,CZCE +2181,WT0901.ZCE,WT901,硬麦0901,20080124,20090115,CZCE +2182,TC1407.ZCE,TC407,动力煤1407,20130926,20140707,CZCE +2183,WT1103.ZCE,WT103,硬麦1103,20100324,20110323,CZCE +2184,WT0105.ZCE,WT105,硬麦0105,20000214,20010523,CZCE +2185,TA2008.ZCE,TA008,PTA2008,20190815,20200814,CZCE +2186,SM2008.ZCE,SM008,锰硅2008,20190815,20200814,CZCE +2187,MA2008.ZCE,MA008,甲醇2008,20190815,20200814,CZCE +2188,SF2008.ZCE,SF008,硅铁2008,20190815,20200814,CZCE +2189,FG2008.ZCE,FG008,玻璃2008,20190815,20200814,CZCE +2190,CY2008.ZCE,CY008,棉纱2008,20190815,20200814,CZCE +2191,RM2008.ZCE,RM008,菜粕2008,20190815,20200814,CZCE +2192,RS2008.ZCE,RS008,菜籽2008,20190815,20200814,CZCE +2193,WS0311.ZCE,WS311,强麦0311,20030328,20031120,CZCE +2194,ZC2204.ZCE,ZC204,动力煤2204,20210409,20220411,CZCE +2195,MA1603.ZCE,MA603,甲醇1603,20150316,20160314,CZCE +2196,SR1005.ZCE,SR005,白糖1005,20081117,20100517,CZCE +2197,ME1404.ZCE,ME404,甲醇1404,20130417,20140415,CZCE +2198,AP2510.ZCE,AP510,苹果2510,20241022,20251014,CZCE +2199,CY2510.ZCE,CY510,棉纱2510,20241022,20251014,CZCE +2200,FG2510.ZCE,FG510,玻璃2510,20241022,20251014,CZCE +2201,MA2510.ZCE,MA510,甲醇2510,20241022,20251014,CZCE +2202,PF2510.ZCE,PF510,短纤2510,20241022,20251014,CZCE +2203,PK2510.ZCE,PK510,花生2510,20241022,20251014,CZCE +2204,SA2510.ZCE,SA510,纯碱2510,20241022,20251014,CZCE +2205,SF2510.ZCE,SF510,硅铁2510,20241022,20251014,CZCE +2206,SM2510.ZCE,SM510,锰硅2510,20241022,20251014,CZCE +2207,TA2510.ZCE,TA510,PTA2510,20241022,20251014,CZCE +2208,UR2510.ZCE,UR510,尿素2510,20241022,20251014,CZCE +2209,PX2510.ZCE,PX510,对二甲苯2510,20241022,20251014,CZCE +2210,SH2510.ZCE,SH510,烧碱2510,20241022,20251014,CZCE +2211,SR1401.ZCE,SR401,白糖1401,20120716,20140115,CZCE +2212,WT0411.ZCE,WT411,硬麦0411,20031201,20041122,CZCE +2213,WS1003.ZCE,WS003,强麦1003,20080919,20100323,CZCE +2214,SR0707.ZCE,SR707,白糖0707,20060717,20070713,CZCE +2215,ER1111.ZCE,ER111,早籼稻1111,20101123,20111122,CZCE +2216,CY1801.ZCE,CY801,棉纱1801,20170818,20180115,CZCE +2217,CY1802.ZCE,CY802,棉纱1802,20170818,20180214,CZCE +2218,SR0905.ZCE,SR905,白糖0905,20080519,20090515,CZCE +2219,TA1412.ZCE,TA412,PTA1412,20131216,20141212,CZCE +2220,TA1712.ZCE,TA712,PTA1712,20161215,20171214,CZCE +2221,TA1704.ZCE,TA704,PTA1704,20160418,20170418,CZCE +2222,TC1502.ZCE,TC502,动力煤1502,20140214,20150206,CZCE +2223,RO1003.ZCE,RO003,菜油1003,20090316,20100312,CZCE +2224,ME1206.ZCE,ME206,甲醇1206,20111028,20120614,CZCE +2225,WH2501.ZCE,WH501,强麦2501,20240116,20250114,CZCE +2226,ZC1606.ZCE,ZC606,动力煤1606,20150608,20160607,CZCE +2227,WT0109.ZCE,WT109,硬麦0109,20000601,20010920,CZCE +2228,RI1609.ZCE,RI609,早籼稻1609,20150917,20160914,CZCE +2229,PK2504.ZCE,PK504,花生2504,20240417,20250414,CZCE +2230,ER1209.ZCE,ER209,早籼稻1209,20110923,20120920,CZCE +2231,CF1307.ZCE,CF307,郑棉1307,20120716,20130712,CZCE +2232,TA1607.ZCE,TA607,PTA1607,20150715,20160714,CZCE +2233,WH1405.ZCE,WH405,强麦1405,20130524,20140516,CZCE +2234,ZC1901.ZCE,ZC901,动力煤1901,20180109,20190108,CZCE +2235,ZC2002.ZCE,ZC002,动力煤2002,20190215,20200207,CZCE +2236,TA1211.ZCE,TA211,PTA1211,20111115,20121114,CZCE +2237,LR1601.ZCE,LR601,晚籼稻1601,20150119,20160115,CZCE +2238,TA1812.ZCE,TA812,PTA1812,20171215,20181214,CZCE +2239,MA1812.ZCE,MA812,甲醇1812,20171215,20181214,CZCE +2240,FG1812.ZCE,FG812,玻璃1812,20171215,20181214,CZCE +2241,SF1812.ZCE,SF812,硅铁1812,20171215,20181214,CZCE +2242,SM1812.ZCE,SM812,锰硅1812,20171215,20181214,CZCE +2243,CY1812.ZCE,CY812,棉纱1812,20171215,20181214,CZCE +2244,CY2412.ZCE,CY412,棉纱2412,20231215,20241213,CZCE +2245,ME1208.ZCE,ME208,甲醇1208,20111028,20120814,CZCE +2246,ZC1904.ZCE,ZC904,动力煤1904,20180411,20190408,CZCE +2247,TC1503.ZCE,TC503,动力煤1503,20140310,20150306,CZCE +2248,TA1104.ZCE,TA104,PTA1104,20100416,20110418,CZCE +2249,WT0709.ZCE,WT709,硬麦0709,20060922,20070920,CZCE +2250,CF0809.ZCE,CF809,郑棉0809,20070917,20080912,CZCE +2251,TA1110.ZCE,TA110,PTA1110,20101022,20111021,CZCE +2252,ME1308.ZCE,ME308,甲醇1308,20120815,20130814,CZCE +2253,WT0309.ZCE,WT309,硬麦0309,20020603,20030922,CZCE +2254,ZC2003.ZCE,ZC003,动力煤2003,20190308,20200306,CZCE +2255,TA1103.ZCE,TA103,PTA1103,20100315,20110314,CZCE +2256,FG1512.ZCE,FG512,玻璃1512,20141215,20151214,CZCE +2257,TA1902.ZCE,TA902,PTA1902,20180222,20190221,CZCE +2258,MA1902.ZCE,MA902,甲醇1902,20180222,20190221,CZCE +2259,FG1902.ZCE,FG902,玻璃1902,20180222,20190221,CZCE +2260,SF1902.ZCE,SF902,硅铁1902,20180222,20190221,CZCE +2261,SM1902.ZCE,SM902,锰硅1902,20180222,20190221,CZCE +2262,CY1902.ZCE,CY902,棉纱1902,20180222,20190221,CZCE +2263,PM2507.ZCE,PM507,普麦2507,20240715,20250714,CZCE +2264,JR2507.ZCE,JR507,粳稻2507,20240715,20250714,CZCE +2265,FG1502.ZCE,FG502,玻璃1502,20140221,20150213,CZCE +2266,CY2106.ZCE,CY106,棉纱2106,20200615,20210615,CZCE +2267,FG2106.ZCE,FG106,玻璃2106,20200615,20210615,CZCE +2268,MA2106.ZCE,MA106,甲醇2106,20200615,20210615,CZCE +2269,SA2106.ZCE,SA106,纯碱2106,20200615,20210615,CZCE +2270,SF2106.ZCE,SF106,硅铁2106,20200615,20210615,CZCE +2271,SM2106.ZCE,SM106,锰硅2106,20200615,20210615,CZCE +2272,TA2106.ZCE,TA106,PTA2106,20200615,20210615,CZCE +2273,UR2106.ZCE,UR106,尿素2106,20200615,20210615,CZCE +2274,OI1505.ZCE,OI505,菜油1505,20140519,20150515,CZCE +2275,ME1504.ZCE,ME504,甲醇1504,20140416,20150415,CZCE +2276,SH2507.ZCE,SH507,烧碱2507,20240715,20250714,CZCE +2277,WS0903.ZCE,WS903,强麦0903,20080124,20090323,CZCE +2278,CF0607.ZCE,CF607,郑棉0607,20050801,20060714,CZCE +2279,AP2201.ZCE,AP201,苹果2201,20210118,20220117,CZCE +2280,CF2201.ZCE,CF201,郑棉2201,20210118,20220117,CZCE +2281,CJ2201.ZCE,CJ201,红枣2201,20210118,20220117,CZCE +2282,CY2201.ZCE,CY201,棉纱2201,20210118,20220117,CZCE +2283,FG2201.ZCE,FG201,玻璃2201,20210118,20220117,CZCE +2284,JR2201.ZCE,JR201,粳稻2201,20210118,20220117,CZCE +2285,LR2201.ZCE,LR201,晚籼稻2201,20210118,20220117,CZCE +2286,MA2201.ZCE,MA201,甲醇2201,20210118,20220117,CZCE +2287,OI2201.ZCE,OI201,菜油2201,20210118,20220117,CZCE +2288,PM2201.ZCE,PM201,普麦2201,20210118,20220117,CZCE +2289,RI2201.ZCE,RI201,早籼稻2201,20210118,20220117,CZCE +2290,RM2201.ZCE,RM201,菜粕2201,20210118,20220117,CZCE +2291,SA2201.ZCE,SA201,纯碱2201,20210118,20220117,CZCE +2292,SF2201.ZCE,SF201,硅铁2201,20210118,20220117,CZCE +2293,SM2201.ZCE,SM201,锰硅2201,20210118,20220117,CZCE +2294,SR2201.ZCE,SR201,白糖2201,20210118,20220117,CZCE +2295,TA2201.ZCE,TA201,PTA2201,20210118,20220117,CZCE +2296,UR2201.ZCE,UR201,尿素2201,20210118,20220117,CZCE +2297,WH2201.ZCE,WH201,强麦2201,20210118,20220117,CZCE +2298,PF2201.ZCE,PF201,短纤2201,20210118,20220117,CZCE +2299,SR0903.ZCE,SR903,白糖0903,20080317,20090313,CZCE +2300,SA2112.ZCE,SA112,纯碱2112,20201215,20211214,CZCE +2301,AP2112.ZCE,AP112,苹果2112,20201215,20211214,CZCE +2302,CJ2112.ZCE,CJ112,红枣2112,20201215,20211214,CZCE +2303,CY2112.ZCE,CY112,棉纱2112,20201215,20211214,CZCE +2304,FG2112.ZCE,FG112,玻璃2112,20201215,20211214,CZCE +2305,MA2112.ZCE,MA112,甲醇2112,20201215,20211214,CZCE +2306,SF2112.ZCE,SF112,硅铁2112,20201215,20211214,CZCE +2307,SM2112.ZCE,SM112,锰硅2112,20201215,20211214,CZCE +2308,TA2112.ZCE,TA112,PTA2112,20201215,20211214,CZCE +2309,UR2112.ZCE,UR112,尿素2112,20201215,20211214,CZCE +2310,PF2112.ZCE,PF112,短纤2112,20201215,20211214,CZCE +2311,FG1411.ZCE,FG411,玻璃1411,20131115,20141114,CZCE +2312,TA0709.ZCE,TA709,PTA0709,20070215,20070914,CZCE +2313,ZC1706.ZCE,ZC706,动力煤1706,20160608,20170607,CZCE +2314,ME1309.ZCE,ME309,甲醇1309,20120917,20130913,CZCE +2315,CF1607.ZCE,CF607,郑棉1607,20150715,20160714,CZCE +2316,FG1304.ZCE,FG304,玻璃1304,20121203,20130416,CZCE +2317,JR1407.ZCE,JR407,粳稻1407,20131118,20140714,CZCE +2318,TA1305.ZCE,TA305,PTA1305,20120516,20130515,CZCE +2319,CF0509.ZCE,CF509,郑棉0509,20041008,20050914,CZCE +2320,TA1502.ZCE,TA502,PTA1502,20140221,20150213,CZCE +2321,SA2102.ZCE,SA102,纯碱2102,20200217,20210219,CZCE +2322,SR1503.ZCE,SR503,白糖1503,20130916,20150313,CZCE +2323,TA0704.ZCE,TA704,PTA0704,20061218,20070413,CZCE +2324,ZC2110.ZCE,ZC110,动力煤2110,20201016,20211014,CZCE +2325,PM1411.ZCE,PM411,普麦1411,20131115,20141114,CZCE +2326,TA1703.ZCE,TA703,PTA1703,20160315,20170314,CZCE +2327,WT0205.ZCE,WT205,硬麦0205,20010205,20020523,CZCE +2328,ME1405.ZCE,ME405,甲醇1405,20130516,20140516,CZCE +2329,TA1606.ZCE,TA606,PTA1606,20150615,20160616,CZCE +2330,RS1407.ZCE,RS407,菜籽1407,20130715,20140714,CZCE +2331,CF1701.ZCE,CF701,郑棉1701,20160118,20170116,CZCE +2332,CF1801.ZCE,CF801,郑棉1801,20170117,20180115,CZCE +2333,WH1801.ZCE,WH801,强麦1801,20170117,20180115,CZCE +2334,TA1801.ZCE,TA801,PTA1801,20170117,20180115,CZCE +2335,SM1801.ZCE,SM801,锰硅1801,20170117,20180115,CZCE +2336,SF1801.ZCE,SF801,硅铁1801,20170117,20180115,CZCE +2337,RM1801.ZCE,RM801,菜粕1801,20170117,20180115,CZCE +2338,RI1801.ZCE,RI801,早籼稻1801,20170117,20180115,CZCE +2339,PM1801.ZCE,PM801,普麦1801,20170117,20180115,CZCE +2340,OI1801.ZCE,OI801,菜油1801,20170117,20180115,CZCE +2341,MA1801.ZCE,MA801,甲醇1801,20170117,20180115,CZCE +2342,LR1801.ZCE,LR801,晚籼稻1801,20170117,20180115,CZCE +2343,JR1801.ZCE,JR801,粳稻1801,20170117,20180115,CZCE +2344,FG1801.ZCE,FG801,玻璃1801,20170117,20180115,CZCE +2345,WT0001.ZCE,WT001,硬麦0001,19990201,20000121,CZCE +2346,JR2503.ZCE,JR503,粳稻2503,20240315,20250314,CZCE +2347,WS1111.ZCE,WS111,强麦1111,20100524,20111122,CZCE +2348,RS1609.ZCE,RS609,菜籽1609,20150917,20160914,CZCE +2349,SR0807.ZCE,SR807,白糖0807,20070716,20080714,CZCE +2350,RM1307.ZCE,RM307,菜粕1307,20121228,20130712,CZCE +2351,AP2503.ZCE,AP503,苹果2503,20240315,20250314,CZCE +2352,MA1602.ZCE,MA602,甲醇1602,20150216,20160219,CZCE +2353,WS0809.ZCE,WS809,强麦0809,20070921,20080918,CZCE +2354,CY2108.ZCE,CY108,棉纱2108,20200817,20210813,CZCE +2355,FG2108.ZCE,FG108,玻璃2108,20200817,20210813,CZCE +2356,MA2108.ZCE,MA108,甲醇2108,20200817,20210813,CZCE +2357,RM2108.ZCE,RM108,菜粕2108,20200817,20210813,CZCE +2358,RS2108.ZCE,RS108,菜籽2108,20200817,20210813,CZCE +2359,SA2108.ZCE,SA108,纯碱2108,20200817,20210813,CZCE +2360,SF2108.ZCE,SF108,硅铁2108,20200817,20210813,CZCE +2361,SM2108.ZCE,SM108,锰硅2108,20200817,20210813,CZCE +2362,TA2108.ZCE,TA108,PTA2108,20200817,20210813,CZCE +2363,UR2108.ZCE,UR108,尿素2108,20200817,20210813,CZCE +2364,CF1207.ZCE,CF207,郑棉1207,20110715,20120713,CZCE +2365,SM1710.ZCE,SM710,锰硅1710,20161024,20171020,CZCE +2366,RO0911.ZCE,RO911,菜油0911,20081117,20091113,CZCE +2367,RI1703.ZCE,RI703,早籼稻1703,20160315,20170314,CZCE +2368,RS1309.ZCE,RS309,菜籽1309,20121228,20130913,CZCE +2369,SF1607.ZCE,SF607,硅铁1607,20150715,20160714,CZCE +2370,SA2501.ZCE,SA501,纯碱2501,20240116,20250114,CZCE +2371,ZC2404.ZCE,ZC404,动力煤2404,20230411,20240409,CZCE +2372,WS0403.ZCE,WS403,强麦0403,20030328,20040323,CZCE +2373,TA1307.ZCE,TA307,PTA1307,20120716,20130712,CZCE +2374,SR1003.ZCE,SR003,白糖1003,20080916,20100312,CZCE +2375,CF1101.ZCE,CF101,郑棉1101,20100118,20110117,CZCE +2376,TA1708.ZCE,TA708,PTA1708,20160815,20170814,CZCE +2377,SM1506.ZCE,SM506,锰硅1506,20140808,20150612,CZCE +2378,TA1411.ZCE,TA411,PTA1411,20131115,20141114,CZCE +2379,ZC1610.ZCE,ZC610,动力煤1610,20151015,20161014,CZCE +2380,AP2501.ZCE,AP501,苹果2501,20240116,20250114,CZCE +2381,TA1308.ZCE,TA308,PTA1308,20120815,20130814,CZCE +2382,LR1709.ZCE,LR709,晚籼稻1709,20160919,20170914,CZCE +2383,SF2411.ZCE,SF411,硅铁2411,20231115,20241114,CZCE +2384,ER1305.ZCE,ER305,早籼稻1305,20120524,20130523,CZCE +2385,WT0609.ZCE,WT609,硬麦0609,20051010,20060921,CZCE +2386,RO1303.ZCE,RO303,菜油1303,20120315,20130314,CZCE +2387,SM1509.ZCE,SM509,锰硅1509,20140916,20150916,CZCE +2388,JR1703.ZCE,JR703,粳稻1703,20160315,20170314,CZCE +2389,CF0805.ZCE,CF805,郑棉0805,20070522,20080516,CZCE +2390,TA1404.ZCE,TA404,PTA1404,20130417,20140415,CZCE +2391,FG1707.ZCE,FG707,玻璃1707,20160715,20170714,CZCE +2392,WT0711.ZCE,WT711,硬麦0711,20061123,20071122,CZCE +2393,SR0803.ZCE,SR803,白糖0803,20070315,20080314,CZCE +2394,TA0808.ZCE,TA808,PTA0808,20070815,20080814,CZCE +2395,WT0705.ZCE,WT705,硬麦0705,20060529,20070523,CZCE +2396,UR2011.ZCE,UR011,尿素2011,20191115,20201113,CZCE +2397,SR1509.ZCE,SR509,白糖1509,20140317,20150916,CZCE +2398,TA2504.ZCE,TA504,PTA2504,20240417,20250414,CZCE +2399,SM1503.ZCE,SM503,锰硅1503,20140808,20150313,CZCE +2400,CF1005.ZCE,CF005,郑棉1005,20090518,20100517,CZCE +2401,CF1007.ZCE,CF007,郑棉1007,20090715,20100714,CZCE +2402,SR1307.ZCE,SR307,白糖1307,20120118,20130712,CZCE +2403,SF1502.ZCE,SF502,硅铁1502,20140808,20150213,CZCE +2404,ZC2107.ZCE,ZC107,动力煤2107,20200708,20210707,CZCE +2405,FG1309.ZCE,FG309,玻璃1309,20121203,20130913,CZCE +2406,JR1503.ZCE,JR503,粳稻1503,20140317,20150313,CZCE +2407,WS1109.ZCE,WS109,强麦1109,20100324,20110922,CZCE +2408,SR1301.ZCE,SR301,白糖1301,20110715,20130117,CZCE +2409,SA2506.ZCE,SA506,纯碱2506,20240618,20250613,CZCE +2410,ZC2303.ZCE,ZC303,动力煤2303,20220308,20230307,CZCE +2411,SM1702.ZCE,SM702,锰硅1702,20160222,20170216,CZCE +2412,SF1708.ZCE,SF708,硅铁1708,20160815,20170814,CZCE +2413,TC1506.ZCE,TC506,动力煤1506,20140610,20150605,CZCE +2414,OI1709.ZCE,OI709,菜油1709,20160919,20170914,CZCE +2415,CF0503.ZCE,CF503,郑棉0503,20040601,20050314,CZCE +2416,ER1005.ZCE,ER005,早籼稻1005,20090520,20100521,CZCE +2417,PM1603.ZCE,PM603,普麦1603,20150316,20160314,CZCE +2418,RI1403.ZCE,RI403,早籼稻1403,20130322,20140314,CZCE +2419,CF1703.ZCE,CF703,郑棉1703,20160315,20170314,CZCE +2420,WT9907.ZCE,WT907,硬麦9907,19990104,19990722,CZCE +2421,SF1602.ZCE,SF602,硅铁1602,20150216,20160219,CZCE +2422,ER1203.ZCE,ER203,早籼稻1203,20110324,20120322,CZCE +2423,TA1407.ZCE,TA407,PTA1407,20130715,20140714,CZCE +2424,ZC1710.ZCE,ZC710,动力煤1710,20161017,20171013,CZCE +2425,CF0709.ZCE,CF709,郑棉0709,20060915,20070914,CZCE +2426,FG2505.ZCE,FG505,玻璃2505,20240520,20250514,CZCE +2427,JR1507.ZCE,JR507,粳稻1507,20140715,20150714,CZCE +2428,ME1310.ZCE,ME310,甲醇1310,20121022,20131021,CZCE +2429,SR1705.ZCE,SR705,白糖1705,20151116,20170515,CZCE +2430,MA1506.ZCE,MA506,甲醇1506,20140617,20150612,CZCE +2431,RM1409.ZCE,RM409,菜粕1409,20130916,20140915,CZCE +2432,AP2012.ZCE,AP012,苹果2012,20191216,20201214,CZCE +2433,CJ2012.ZCE,CJ012,红枣2012,20191216,20201214,CZCE +2434,CY2012.ZCE,CY012,棉纱2012,20191216,20201214,CZCE +2435,FG2012.ZCE,FG012,玻璃2012,20191216,20201214,CZCE +2436,MA2012.ZCE,MA012,甲醇2012,20191216,20201214,CZCE +2437,SF2012.ZCE,SF012,硅铁2012,20191216,20201214,CZCE +2438,SM2012.ZCE,SM012,锰硅2012,20191216,20201214,CZCE +2439,TA2012.ZCE,TA012,PTA2012,20191216,20201214,CZCE +2440,UR2012.ZCE,UR012,尿素2012,20191216,20201214,CZCE +2441,TA2507.ZCE,TA507,PTA2507,20240715,20250714,CZCE +2442,RO0905.ZCE,RO905,菜油0905,20080519,20090515,CZCE +2443,ZC2112.ZCE,ZC112,动力煤2112,20201208,20211207,CZCE +2444,TC1412.ZCE,TC412,动力煤1412,20131209,20141205,CZCE +2445,LR1701.ZCE,LR701,晚籼稻1701,20160118,20170116,CZCE +2446,WS1007.ZCE,WS007,强麦1007,20090116,20100722,CZCE +0,AO2507.SHF,AO2507,氧化铝2507,20240716,20250715,SHFE +1,NI1612.SHF,NI1612,沪镍1612,20151216,20161215,SHFE +2,AL1405.SHF,AL1405,沪铝1405,20130516,20140515,SHFE +3,HC1602.SHF,HC1602,热轧卷板1602,20150216,20160215,SHFE +4,BU1511.SHF,BU1511,沥青1511,20150518,20151116,SHFE +5,RU9804.SHF,RU9804,橡胶9804,19971113,19980415,SHFE +6,FU1605.SHF,FU1605,燃油1605,20150504,20160429,SHFE +7,RU1403.SHF,RU1403,橡胶1403,20130318,20140317,SHFE +8,RU2310.SHF,RU2310,橡胶2310,20221018,20231016,SHFE +9,CU2404.SHF,CU2404,沪铜2404,20230418,20240415,SHFE +10,AL0511.SHF,AL0511,沪铝0511,20041116,20051115,SHFE +11,AG1608.SHF,AG1608,沪银1608,20150818,20160815,SHFE +12,AL0009.SHF,AL0009,沪铝0009,20000215,20000915,SHFE +13,ZN2506.SHF,ZN2506,沪锌2506,20240618,20250616,SHFE +14,HC2510.SHF,HC2510,热轧卷板2510,20241016,20251015,SHFE +15,AU1610.SHF,AU1610,沪金1610,20150916,20161017,SHFE +16,CU0510.SHF,CU0510,沪铜0510,20041018,20051017,SHFE +17,BU1508.SHF,BU1508,沥青1508,20150216,20150817,SHFE +18,AL9909.SHF,AL9909,沪铝9909,19990416,19990915,SHFE +19,AL0709.SHF,AL0709,沪铝0709,20060918,20070917,SHFE +20,AU2510.SHF,AU2510,沪金2510,20240919,20251015,SHFE +21,PB2506.SHF,PB2506,沪铅2506,20240618,20250616,SHFE +22,FU2203.SHF,FU2203,燃油2203,20210301,20220228,SHFE +23,AU1206.SHF,AU1206,沪金1206,20110616,20120615,SHFE +24,FU1004.SHF,FU1004,燃油1004,20090401,20100331,SHFE +25,AU2402.SHF,AU2402,沪金2402,20230117,20240219,SHFE +26,FU1512.SHF,FU1512,燃油1512,20141201,20151130,SHFE +27,FU1208.SHF,FU1208,燃油1208,20110801,20120731,SHFE +28,CU9608.SHF,CU9608,沪铜9608,19951215,19960815,SHFE +29,SS2505.SHF,SS2505,不锈钢2505,20240516,20250515,SHFE +30,HC2303.SHF,HC2303,热轧卷板2303,20220316,20230315,SHFE +31,BU1409.SHF,BU1409,沥青1409,20131009,20140915,SHFE +32,BU1406.SHF,BU1406,沥青1406,20131009,20140616,SHFE +33,HC1409.SHF,HC1409,热轧卷板1409,20140321,20140915,SHFE +34,AL0512.SHF,AL0512,沪铝0512,20041216,20051215,SHFE +35,FU1109.SHF,FU1109,燃油1109,20100901,20110831,SHFE +36,FU2411.SHF,FU2411,燃油2411,20231101,20241031,SHFE +37,AL0906.SHF,AL0906,沪铝0906,20080617,20090615,SHFE +38,AL1807.SHF,AL1807,沪铝1807,20170718,20180716,SHFE +39,CU1807.SHF,CU1807,沪铜1807,20170718,20180716,SHFE +40,ZN1807.SHF,ZN1807,沪锌1807,20170718,20180716,SHFE +41,PB1807.SHF,PB1807,沪铅1807,20170718,20180716,SHFE +42,NI1807.SHF,NI1807,沪镍1807,20170718,20180716,SHFE +43,SN1807.SHF,SN1807,沪锡1807,20170718,20180716,SHFE +44,RU1807.SHF,RU1807,橡胶1807,20170718,20180716,SHFE +45,BU1801.SHF,BU1801,沥青1801,20170718,20180115,SHFE +46,AU1808.SHF,AU1808,沪金1808,20170718,20180815,SHFE +47,AG1807.SHF,AG1807,沪银1807,20170718,20180716,SHFE +48,RB1807.SHF,RB1807,螺纹钢1807,20170718,20180716,SHFE +49,WR1807.SHF,WR1807,线材1807,20170718,20180716,SHFE +50,HC1807.SHF,HC1807,热轧卷板1807,20170718,20180716,SHFE +51,RU0603.SHF,RU0603,橡胶0603,20050316,20060315,SHFE +52,RU9703.SHF,RU9703,橡胶9703,19970116,19970317,SHFE +53,AG1612.SHF,AG1612,沪银1612,20151216,20161215,SHFE +54,AL2310.SHF,AL2310,沪铝2310,20221018,20231016,SHFE +55,ZN2511.SHF,ZN2511,沪锌2511,20241118,20251117,SHFE +56,BU1611.SHF,BU1611,沥青1611,20160517,20161115,SHFE +57,AL0905.SHF,AL0905,沪铝0905,20080516,20090515,SHFE +58,AL1712.SHF,AL1712,沪铝1712,20161216,20171215,SHFE +59,AL9712.SHF,AL9712,沪铝9712,19970714,19971215,SHFE +60,CU0506.SHF,CU0506,沪铜0506,20040616,20050615,SHFE +61,AU1005.SHF,AU1005,沪金1005,20090518,20100517,SHFE +62,RU1005.SHF,RU1005,橡胶1005,20090518,20100517,SHFE +63,WR1209.SHF,WR1209,线材1209,20110916,20120917,SHFE +64,FU1210.SHF,FU1210,燃油1210,20111010,20120928,SHFE +65,ZN1212.SHF,ZN1212,沪锌1212,20111216,20121217,SHFE +66,CU0504.SHF,CU0504,沪铜0504,20040416,20050415,SHFE +67,FU1207.SHF,FU1207,燃油1207,20110701,20120629,SHFE +68,AL0301.SHF,AL0301,沪铝0301,20020613,20030115,SHFE +69,ZN1604.SHF,ZN1604,沪锌1604,20150416,20160415,SHFE +70,AG2303.SHF,AG2303,沪银2303,20220316,20230315,SHFE +71,PB2403.SHF,PB2403,沪铅2403,20230316,20240315,SHFE +72,AU1210.SHF,AU1210,沪金1210,20111018,20121015,SHFE +73,FU1309.SHF,FU1309,燃油1309,20120903,20130830,SHFE +74,FU1704.SHF,FU1704,燃油1704,20160401,20170331,SHFE +75,CU9905.SHF,CU9905,沪铜9905,19980813,19990514,SHFE +76,CU0502.SHF,CU0502,沪铜0502,20040217,20050204,SHFE +77,ZN0902.SHF,ZN0902,沪锌0902,20080218,20090216,SHFE +78,HC1510.SHF,HC1510,热轧卷板1510,20141016,20151015,SHFE +79,SN2509.SHF,SN2509,沪锡2509,20240919,20250915,SHFE +80,RU0006.SHF,RU0006,橡胶0006,19991102,20000615,SHFE +81,PB1405.SHF,PB1405,沪铅1405,20130516,20140515,SHFE +82,AL1107.SHF,AL1107,沪铝1107,20100716,20110715,SHFE +83,FU2509.SHF,FU2509,燃油2509,20240902,20250829,SHFE +84,CU0311.SHF,CU0311,沪铜0311,20030117,20031117,SHFE +85,FU1911.SHF,FU1911,燃油1911,20181101,20191031,SHFE +86,AU1110.SHF,AU1110,沪金1110,20101018,20111017,SHFE +87,AL2112.SHF,AL2112,沪铝2112,20201216,20211215,SHFE +88,CU2112.SHF,CU2112,沪铜2112,20201216,20211215,SHFE +89,ZN2112.SHF,ZN2112,沪锌2112,20201216,20211215,SHFE +90,PB2112.SHF,PB2112,沪铅2112,20201216,20211215,SHFE +91,NI2112.SHF,NI2112,沪镍2112,20201216,20211215,SHFE +92,SN2112.SHF,SN2112,沪锡2112,20201216,20211215,SHFE +93,BU2212.SHF,BU2212,沥青2212,20201216,20221215,SHFE +94,SP2112.SHF,SP2112,纸浆2112,20201216,20211215,SHFE +95,AU2103.SHF,AU2103,沪金2103,20201216,20210315,SHFE +96,AG2112.SHF,AG2112,沪银2112,20201216,20211215,SHFE +97,RB2112.SHF,RB2112,螺纹钢2112,20201216,20211215,SHFE +98,WR2112.SHF,WR2112,线材2112,20201216,20211215,SHFE +99,HC2112.SHF,HC2112,热轧卷板2112,20201216,20211215,SHFE +100,SS2112.SHF,SS2112,不锈钢2112,20201216,20211215,SHFE +101,AL2206.SHF,AL2206,沪铝2206,20210616,20220615,SHFE +102,CU2206.SHF,CU2206,沪铜2206,20210616,20220615,SHFE +103,ZN2206.SHF,ZN2206,沪锌2206,20210616,20220615,SHFE +104,PB2206.SHF,PB2206,沪铅2206,20210616,20220615,SHFE +105,NI2206.SHF,NI2206,沪镍2206,20210616,20220615,SHFE +106,SN2206.SHF,SN2206,沪锡2206,20210616,20220615,SHFE +107,RU2206.SHF,RU2206,橡胶2206,20210616,20220615,SHFE +108,BU2306.SHF,BU2306,沥青2306,20210616,20230615,SHFE +109,SP2206.SHF,SP2206,纸浆2206,20210616,20220615,SHFE +110,AU2109.SHF,AU2109,沪金2109,20210616,20210915,SHFE +111,AG2206.SHF,AG2206,沪银2206,20210616,20220615,SHFE +112,RB2206.SHF,RB2206,螺纹钢2206,20210616,20220615,SHFE +113,WR2206.SHF,WR2206,线材2206,20210616,20220615,SHFE +114,HC2206.SHF,HC2206,热轧卷板2206,20210616,20220615,SHFE +115,SS2206.SHF,SS2206,不锈钢2206,20210616,20220615,SHFE +116,BU2505.SHF,BU2505,沥青2505,20240516,20250515,SHFE +117,ZN0907.SHF,ZN0907,沪锌0907,20080716,20090715,SHFE +118,RB1708.SHF,RB1708,螺纹钢1708,20160816,20170815,SHFE +119,NI2306.SHF,NI2306,沪镍2306,20220616,20230615,SHFE +120,RU9709.SHF,RU9709,橡胶9709,19970414,19970915,SHFE +121,PB1409.SHF,PB1409,沪铅1409,20130917,20140915,SHFE +122,RB1411.SHF,RB1411,螺纹钢1411,20131118,20141117,SHFE +123,ZN1401.SHF,ZN1401,沪锌1401,20130116,20140115,SHFE +124,NI1512.SHF,NI1512,沪镍1512,20150327,20151215,SHFE +125,RB1512.SHF,RB1512,螺纹钢1512,20141216,20151215,SHFE +126,AU1410.SHF,AU1410,沪金1410,20131016,20141015,SHFE +127,CU0301.SHF,CU0301,沪铜0301,20020422,20030115,SHFE +128,RB2501.SHF,RB2501,螺纹钢2501,20240116,20250115,SHFE +129,AL9910.SHF,AL9910,沪铝9910,19990426,19991015,SHFE +130,SN2308.SHF,SN2308,沪锡2308,20220816,20230815,SHFE +131,RU9803.SHF,RU9803,橡胶9803,19971106,19980304,SHFE +132,AL1609.SHF,AL1609,沪铝1609,20150916,20160919,SHFE +133,AG1508.SHF,AG1508,沪银1508,20140818,20150817,SHFE +134,RB1108.SHF,RB1108,螺纹钢1108,20100817,20110815,SHFE +135,WR1211.SHF,WR1211,线材1211,20111116,20121115,SHFE +136,HC2407.SHF,HC2407,热轧卷板2407,20230718,20240715,SHFE +137,FU0705.SHF,FU0705,燃油0705,20060508,20070430,SHFE +138,BU1703.SHF,BU1703,沥青1703,20150317,20170315,SHFE +139,CU1412.SHF,CU1412,沪铜1412,20131217,20141215,SHFE +140,ZN1709.SHF,ZN1709,沪锌1709,20160920,20170915,SHFE +141,AG2505.SHF,AG2505,沪银2505,20240516,20250515,SHFE +142,CU2504.SHF,CU2504,沪铜2504,20240416,20250415,SHFE +143,AL0502.SHF,AL0502,沪铝0502,20040217,20050204,SHFE +144,AU2311.SHF,AU2311,沪金2311,20230816,20231115,SHFE +145,FU2104.SHF,FU2104,燃油2104,20200401,20210331,SHFE +146,RB1007.SHF,RB1007,螺纹钢1007,20090716,20100715,SHFE +147,AG1602.SHF,AG1602,沪银1602,20150216,20160215,SHFE +148,AU1101.SHF,AU1101,沪金1101,20100118,20110117,SHFE +149,FU0706.SHF,FU0706,燃油0706,20060601,20070531,SHFE +150,HC1610.SHF,HC1610,热轧卷板1610,20151016,20161017,SHFE +151,FU1604.SHF,FU1604,燃油1604,20150401,20160331,SHFE +152,RU9706.SHF,RU9706,橡胶9706,19970414,19970616,SHFE +153,WR0910.SHF,WR0910,线材0910,20090327,20091015,SHFE +154,AL1711.SHF,AL1711,沪铝1711,20161116,20171115,SHFE +155,ZN0906.SHF,ZN0906,沪锌0906,20080617,20090615,SHFE +156,AU1306.SHF,AU1306,沪金1306,20120618,20130617,SHFE +157,WR2507.SHF,WR2507,线材2507,20240716,20250715,SHFE +158,AG1506.SHF,AG1506,沪银1506,20140617,20150615,SHFE +159,BU1411.SHF,BU1411,沥青1411,20140516,20141117,SHFE +160,CU1209.SHF,CU1209,沪铜1209,20110916,20120917,SHFE +161,SS2411.SHF,SS2411,不锈钢2411,20231116,20241115,SHFE +162,HC1502.SHF,HC1502,热轧卷板1502,20140321,20150210,SHFE +163,RU0209.SHF,RU0209,橡胶0209,20020508,20020916,SHFE +164,BU1407.SHF,BU1407,沥青1407,20140116,20140715,SHFE +165,BU2406.SHF,BU2406,沥青2406,20220616,20240617,SHFE +166,AL0201.SHF,AL0201,沪铝0201,20010606,20020115,SHFE +167,CU1006.SHF,CU1006,沪铜1006,20090616,20100617,SHFE +168,SN2505.SHF,SN2505,沪锡2505,20240516,20250515,SHFE +169,SS2403.SHF,SS2403,不锈钢2403,20230316,20240315,SHFE +170,RB1111.SHF,RB1111,螺纹钢1111,20101116,20111115,SHFE +171,WR1406.SHF,WR1406,线材1406,20130618,20140616,SHFE +172,CU0906.SHF,CU0906,沪铜0906,20080617,20090615,SHFE +173,AL0012.SHF,AL0012,沪铝0012,20000523,20001215,SHFE +174,AO2510.SHF,AO2510,氧化铝2510,20241016,20251015,SHFE +175,SN2212.SHF,SN2212,沪锡2212,20211216,20221215,SHFE +176,RB1004.SHF,RB1004,螺纹钢1004,20090416,20100415,SHFE +177,PB1306.SHF,PB1306,沪铅1306,20120618,20130617,SHFE +178,AL9604.SHF,AL9604,沪铝9604,19951227,19960415,SHFE +179,WR1402.SHF,WR1402,线材1402,20130219,20140217,SHFE +180,RU1109.SHF,RU1109,橡胶1109,20100916,20110915,SHFE +181,CU1608.SHF,CU1608,沪铜1608,20150818,20160815,SHFE +182,FU1107.SHF,FU1107,燃油1107,20100701,20110630,SHFE +183,FU1712.SHF,FU1712,燃油1712,20161201,20171130,SHFE +184,AL1001.SHF,AL1001,沪铝1001,20090116,20100115,SHFE +185,BR2412.SHF,BR2412,丁二烯橡胶2412,20231218,20241216,SHFE +186,FU0907.SHF,FU0907,燃油0907,20080701,20090630,SHFE +187,HC1408.SHF,HC1408,热轧卷板1408,20140321,20140815,SHFE +188,FU1110.SHF,FU1110,燃油1110,20101008,20110930,SHFE +189,BU2205.SHF,BU2205,沥青2205,20211116,20220516,SHFE +190,FU0903.SHF,FU0903,燃油0903,20080303,20090227,SHFE +191,RB2402.SHF,RB2402,螺纹钢2402,20230216,20240219,SHFE +192,AO2509.SHF,AO2509,氧化铝2509,20240919,20250915,SHFE +193,RU9604.SHF,RU9604,橡胶9604,19960112,19960328,SHFE +194,AL0405.SHF,AL0405,沪铝0405,20030516,20040517,SHFE +195,AL9601.SHF,AL9601,沪铝9601,19950807,19960115,SHFE +196,AL1411.SHF,AL1411,沪铝1411,20131118,20141117,SHFE +197,PB1706.SHF,PB1706,沪铅1706,20160616,20170615,SHFE +198,AU2203.SHF,AU2203,沪金2203,20211216,20220315,SHFE +199,AG1902.SHF,AG1902,沪银1902,20180212,20190215,SHFE +200,AL1902.SHF,AL1902,沪铝1902,20180212,20190215,SHFE +201,AU1805.SHF,AU1805,沪金1805,20180212,20180515,SHFE +202,BU1808.SHF,BU1808,沥青1808,20180212,20180815,SHFE +203,CU1902.SHF,CU1902,沪铜1902,20180212,20190215,SHFE +204,HC1902.SHF,HC1902,热轧卷板1902,20180212,20190215,SHFE +205,NI1902.SHF,NI1902,沪镍1902,20180212,20190215,SHFE +206,PB1902.SHF,PB1902,沪铅1902,20180212,20190215,SHFE +207,RB1902.SHF,RB1902,螺纹钢1902,20180212,20190215,SHFE +208,SN1902.SHF,SN1902,沪锡1902,20180212,20190215,SHFE +209,WR1902.SHF,WR1902,线材1902,20180212,20180831,SHFE +210,ZN1902.SHF,ZN1902,沪锌1902,20180212,20190215,SHFE +211,WR1304.SHF,WR1304,线材1304,20120417,20130415,SHFE +212,FU2106.SHF,FU2106,燃油2106,20200601,20210531,SHFE +213,AL0110.SHF,AL0110,沪铝0110,20010406,20011015,SHFE +214,RB1507.SHF,RB1507,螺纹钢1507,20140716,20150715,SHFE +215,RU9605.SHF,RU9605,橡胶9605,19960115,19960517,SHFE +216,AL9608.SHF,AL9608,沪铝9608,19960521,19960815,SHFE +217,SS2308.SHF,SS2308,不锈钢2308,20220816,20230815,SHFE +218,CU0112.SHF,CU0112,沪铜0112,20010518,20011217,SHFE +219,AG1502.SHF,AG1502,沪银1502,20140218,20150210,SHFE +220,PB2303.SHF,PB2303,沪铅2303,20220316,20230315,SHFE +221,AL1207.SHF,AL1207,沪铝1207,20110718,20120716,SHFE +222,AL1704.SHF,AL1704,沪铝1704,20160418,20170417,SHFE +223,RU1609.SHF,RU1609,橡胶1609,20150916,20160919,SHFE +224,BU1405.SHF,BU1405,沥青1405,20131118,20140515,SHFE +225,NI2412.SHF,NI2412,沪镍2412,20231218,20241216,SHFE +226,PB1212.SHF,PB1212,沪铅1212,20111216,20121217,SHFE +227,RU0304.SHF,RU0304,橡胶0304,20020712,20030415,SHFE +228,ZN1005.SHF,ZN1005,沪锌1005,20090518,20100517,SHFE +229,CU2109.SHF,CU2109,沪铜2109,20200916,20210915,SHFE +230,SS2109.SHF,SS2109,不锈钢2109,20200916,20210915,SHFE +231,SP2109.SHF,SP2109,纸浆2109,20200916,20210915,SHFE +232,RB2109.SHF,RB2109,螺纹钢2109,20200916,20210915,SHFE +233,SN2109.SHF,SN2109,沪锡2109,20200916,20210915,SHFE +234,NI2109.SHF,NI2109,沪镍2109,20200916,20210915,SHFE +235,AL2109.SHF,AL2109,沪铝2109,20200916,20210915,SHFE +236,RU2109.SHF,RU2109,橡胶2109,20200916,20210915,SHFE +237,ZN2109.SHF,ZN2109,沪锌2109,20200916,20210915,SHFE +238,WR2109.SHF,WR2109,线材2109,20200916,20210915,SHFE +239,AG2109.SHF,AG2109,沪银2109,20200916,20210915,SHFE +240,HC2109.SHF,HC2109,热轧卷板2109,20200916,20210915,SHFE +241,PB2109.SHF,PB2109,沪铅2109,20200916,20210915,SHFE +242,AU2110.SHF,AU2110,沪金2110,20200916,20211015,SHFE +243,BU2209.SHF,BU2209,沥青2209,20200916,20220915,SHFE +244,AG1407.SHF,AG1407,沪银1407,20130716,20140715,SHFE +245,HC1511.SHF,HC1511,热轧卷板1511,20141118,20151116,SHFE +246,CU1310.SHF,CU1310,沪铜1310,20121016,20131015,SHFE +247,ZN0910.SHF,ZN0910,沪锌0910,20081016,20091015,SHFE +248,AL2211.SHF,AL2211,沪铝2211,20211116,20221115,SHFE +249,AU1011.SHF,AU1011,沪金1011,20091117,20101115,SHFE +250,RU1409.SHF,RU1409,橡胶1409,20130917,20140915,SHFE +251,RU9908.SHF,RU9908,橡胶9908,19981127,19990816,SHFE +252,SS2303.SHF,SS2303,不锈钢2303,20220316,20230315,SHFE +253,CU9512.SHF,CU9512,沪铜9512,19950525,19951215,SHFE +254,PB1206.SHF,PB1206,沪铅1206,20110616,20120615,SHFE +255,PB1302.SHF,PB1302,沪铅1302,20120216,20130218,SHFE +256,WR1012.SHF,WR1012,线材1012,20091216,20101215,SHFE +257,PB1406.SHF,PB1406,沪铅1406,20130618,20140616,SHFE +258,AL2209.SHF,AL2209,沪铝2209,20210916,20220915,SHFE +259,CU2209.SHF,CU2209,沪铜2209,20210916,20220915,SHFE +260,ZN2209.SHF,ZN2209,沪锌2209,20210916,20220915,SHFE +261,PB2209.SHF,PB2209,沪铅2209,20210916,20220915,SHFE +262,NI2209.SHF,NI2209,沪镍2209,20210916,20220915,SHFE +263,SN2209.SHF,SN2209,沪锡2209,20210916,20220915,SHFE +264,SP2209.SHF,SP2209,纸浆2209,20210916,20220915,SHFE +265,BU2309.SHF,BU2309,沥青2309,20210916,20230915,SHFE +266,RU2209.SHF,RU2209,橡胶2209,20210916,20220915,SHFE +267,AU2210.SHF,AU2210,沪金2210,20210916,20221017,SHFE +268,AG2209.SHF,AG2209,沪银2209,20210916,20220915,SHFE +269,RB2209.SHF,RB2209,螺纹钢2209,20210916,20220915,SHFE +270,WR2209.SHF,WR2209,线材2209,20210916,20220915,SHFE +271,HC2209.SHF,HC2209,热轧卷板2209,20210916,20220915,SHFE +272,SS2209.SHF,SS2209,不锈钢2209,20210916,20220915,SHFE +273,SN2501.SHF,SN2501,沪锡2501,20240116,20250115,SHFE +274,RU1607.SHF,RU1607,橡胶1607,20150716,20160715,SHFE +275,AL1501.SHF,AL1501,沪铝1501,20140116,20150115,SHFE +276,AL0302.SHF,AL0302,沪铝0302,20020716,20030217,SHFE +277,RB2511.SHF,RB2511,螺纹钢2511,20241118,20251117,SHFE +278,FU2404.SHF,FU2404,燃油2404,20230403,20240329,SHFE +279,BU2503.SHF,BU2503,沥青2503,20230316,20250317,SHFE +280,RB1706.SHF,RB1706,螺纹钢1706,20160616,20170615,SHFE +281,AL9708.SHF,AL9708,沪铝9708,19970508,19970815,SHFE +282,NI1608.SHF,NI1608,沪镍1608,20150818,20160815,SHFE +283,FU2209.SHF,FU2209,燃油2209,20210901,20220831,SHFE +284,AL0109.SHF,AL0109,沪铝0109,20010403,20010917,SHFE +285,CU9511.SHF,CU9511,沪铜9511,19950524,19951115,SHFE +286,AL0202.SHF,AL0202,沪铝0202,20010717,20020219,SHFE +287,AL2207.SHF,AL2207,沪铝2207,20210716,20220715,SHFE +288,CU2207.SHF,CU2207,沪铜2207,20210716,20220715,SHFE +289,ZN2207.SHF,ZN2207,沪锌2207,20210716,20220715,SHFE +290,PB2207.SHF,PB2207,沪铅2207,20210716,20220715,SHFE +291,NI2207.SHF,NI2207,沪镍2207,20210716,20220715,SHFE +292,SN2207.SHF,SN2207,沪锡2207,20210716,20220715,SHFE +293,RU2207.SHF,RU2207,橡胶2207,20210716,20220715,SHFE +294,BU2201.SHF,BU2201,沥青2201,20210716,20220117,SHFE +295,SP2207.SHF,SP2207,纸浆2207,20210716,20220715,SHFE +296,AU2208.SHF,AU2208,沪金2208,20210716,20220815,SHFE +297,AG2207.SHF,AG2207,沪银2207,20210716,20220715,SHFE +298,RB2207.SHF,RB2207,螺纹钢2207,20210716,20220715,SHFE +299,WR2207.SHF,WR2207,线材2207,20210716,20220715,SHFE +300,HC2207.SHF,HC2207,热轧卷板2207,20210716,20220715,SHFE +301,SS2207.SHF,SS2207,不锈钢2207,20210716,20220715,SHFE +302,AG1706.SHF,AG1706,沪银1706,20160616,20170615,SHFE +303,RU0711.SHF,RU0711,橡胶0711,20061116,20071115,SHFE +304,FU0611.SHF,FU0611,燃油0611,20051101,20061031,SHFE +305,ZN1203.SHF,ZN1203,沪锌1203,20110316,20120315,SHFE +306,CU1511.SHF,CU1511,沪铜1511,20141118,20151116,SHFE +307,AL0901.SHF,AL0901,沪铝0901,20080116,20090115,SHFE +308,SS2408.SHF,SS2408,不锈钢2408,20230816,20240815,SHFE +309,CU1311.SHF,CU1311,沪铜1311,20121116,20131115,SHFE +310,FU0610.SHF,FU0610,燃油0610,20051010,20060929,SHFE +311,FU1805.SHF,FU1805,燃油1805,20170502,20180427,SHFE +312,AL1502.SHF,AL1502,沪铝1502,20140218,20150210,SHFE +313,CU1507.SHF,CU1507,沪铜1507,20140716,20150715,SHFE +314,AL0111.SHF,AL0111,沪铝0111,20010302,20011115,SHFE +315,AG1606.SHF,AG1606,沪银1606,20150616,20160615,SHFE +316,AG2401.SHF,AG2401,沪银2401,20230117,20240115,SHFE +317,FU1708.SHF,FU1708,燃油1708,20160801,20170731,SHFE +318,AG1503.SHF,AG1503,沪银1503,20140318,20150316,SHFE +319,RU2504.SHF,RU2504,橡胶2504,20240416,20250415,SHFE +320,AG1308.SHF,AG1308,沪银1308,20120816,20130815,SHFE +321,BU1403.SHF,BU1403,沥青1403,20131009,20140317,SHFE +322,ZN0802.SHF,ZN0802,沪锌0802,20070326,20080215,SHFE +323,CU1312.SHF,CU1312,沪铜1312,20121218,20131216,SHFE +324,RU9611.SHF,RU9611,橡胶9611,19960524,19960611,SHFE +325,WR1109.SHF,WR1109,线材1109,20100916,20110915,SHFE +326,AL9911.SHF,AL9911,沪铝9911,19990611,19991115,SHFE +327,SN1607.SHF,SN1607,沪锡1607,20150716,20160715,SHFE +328,FU1204.SHF,FU1204,燃油1204,20110401,20120330,SHFE +329,CU0512.SHF,CU0512,沪铜0512,20041216,20051215,SHFE +330,AL0307.SHF,AL0307,沪铝0307,20021212,20030715,SHFE +331,AU1209.SHF,AU1209,沪金1209,20110916,20120917,SHFE +332,BU1506.SHF,BU1506,沥青1506,20131009,20150615,SHFE +333,SN1609.SHF,SN1609,沪锡1609,20150916,20160919,SHFE +334,AL9506.SHF,AL9506,沪铝9506,19950417,19950615,SHFE +335,CU0206.SHF,CU0206,沪铜0206,20011018,20020617,SHFE +336,RU9907.SHF,RU9907,橡胶9907,19981127,19990715,SHFE +337,CU0104.SHF,CU0104,沪铜0104,20000915,20010416,SHFE +338,AL0503.SHF,AL0503,沪铝0503,20040316,20050315,SHFE +339,SS2309.SHF,SS2309,不锈钢2309,20220916,20230915,SHFE +340,HC2211.SHF,HC2211,热轧卷板2211,20211116,20221115,SHFE +341,CU1304.SHF,CU1304,沪铜1304,20120417,20130415,SHFE +342,PB2505.SHF,PB2505,沪铅2505,20240516,20250515,SHFE +343,RU2304.SHF,RU2304,橡胶2304,20220418,20230417,SHFE +344,BU2411.SHF,BU2411,沥青2411,20231116,20241115,SHFE +345,CU0604.SHF,CU0604,沪铜0604,20050418,20060417,SHFE +346,FU2012.SHF,FU2012,燃油2012,20191202,20201130,SHFE +347,AL1805.SHF,AL1805,沪铝1805,20170516,20180515,SHFE +348,CU1805.SHF,CU1805,沪铜1805,20170516,20180515,SHFE +349,ZN1805.SHF,ZN1805,沪锌1805,20170516,20180515,SHFE +350,PB1805.SHF,PB1805,沪铅1805,20170516,20180515,SHFE +351,NI1805.SHF,NI1805,沪镍1805,20170516,20180515,SHFE +352,SN1805.SHF,SN1805,沪锡1805,20170516,20180515,SHFE +353,RU1805.SHF,RU1805,橡胶1805,20170516,20180515,SHFE +354,BU1711.SHF,BU1711,沥青1711,20170516,20171115,SHFE +355,AU1806.SHF,AU1806,沪金1806,20170516,20180615,SHFE +356,AG1805.SHF,AG1805,沪银1805,20170516,20180515,SHFE +357,RB1805.SHF,RB1805,螺纹钢1805,20170516,20180515,SHFE +358,WR1805.SHF,WR1805,线材1805,20170516,20180515,SHFE +359,HC1805.SHF,HC1805,热轧卷板1805,20170516,20180515,SHFE +360,AL0904.SHF,AL0904,沪铝0904,20080416,20090415,SHFE +361,WR2312.SHF,WR2312,线材2312,20221216,20231215,SHFE +362,SN1507.SHF,SN1507,沪锡1507,20150327,20150715,SHFE +363,AL2504.SHF,AL2504,沪铝2504,20240416,20250415,SHFE +364,AL1308.SHF,AL1308,沪铝1308,20120816,20130815,SHFE +365,AL0810.SHF,AL0810,沪铝0810,20071016,20081015,SHFE +366,SP2311.SHF,SP2311,纸浆2311,20221116,20231115,SHFE +367,CU2304.SHF,CU2304,沪铜2304,20220418,20230417,SHFE +368,RU1604.SHF,RU1604,橡胶1604,20150416,20160415,SHFE +369,AU2212.SHF,AU2212,沪金2212,20211116,20221215,SHFE +370,AG2511.SHF,AG2511,沪银2511,20241118,20251117,SHFE +371,AL0805.SHF,AL0805,沪铝0805,20070516,20080515,SHFE +372,CU0911.SHF,CU0911,沪铜0911,20081118,20091116,SHFE +373,WR2401.SHF,WR2401,线材2401,20230117,20240115,SHFE +374,AL0911.SHF,AL0911,沪铝0911,20081118,20091116,SHFE +375,SP2308.SHF,SP2308,纸浆2308,20220816,20230815,SHFE +376,WR2404.SHF,WR2404,线材2404,20230418,20240415,SHFE +377,ZN1301.SHF,ZN1301,沪锌1301,20120116,20130115,SHFE +378,RU0008.SHF,RU0008,橡胶0008,20000121,20000815,SHFE +379,CU9903.SHF,CU9903,沪铜9903,19980729,19990315,SHFE +380,AG2107.SHF,AG2107,沪银2107,20200716,20210715,SHFE +381,AL2107.SHF,AL2107,沪铝2107,20200716,20210715,SHFE +382,AU2108.SHF,AU2108,沪金2108,20200716,20210816,SHFE +383,BU2101.SHF,BU2101,沥青2101,20200716,20210115,SHFE +384,CU2107.SHF,CU2107,沪铜2107,20200716,20210715,SHFE +385,HC2107.SHF,HC2107,热轧卷板2107,20200716,20210715,SHFE +386,NI2107.SHF,NI2107,沪镍2107,20200716,20210715,SHFE +387,PB2107.SHF,PB2107,沪铅2107,20200716,20210715,SHFE +388,RB2107.SHF,RB2107,螺纹钢2107,20200716,20210715,SHFE +389,RU2107.SHF,RU2107,橡胶2107,20200716,20210715,SHFE +390,SN2107.SHF,SN2107,沪锡2107,20200716,20210715,SHFE +391,SP2107.SHF,SP2107,纸浆2107,20200716,20210715,SHFE +392,SS2107.SHF,SS2107,不锈钢2107,20200716,20210715,SHFE +393,WR2107.SHF,WR2107,线材2107,20200716,20210715,SHFE +394,ZN2107.SHF,ZN2107,沪锌2107,20200716,20210715,SHFE +395,AU2512.SHF,AU2512,沪金2512,20241118,20251215,SHFE +396,RU0807.SHF,RU0807,橡胶0807,20070717,20080715,SHFE +397,AG1511.SHF,AG1511,沪银1511,20141118,20151116,SHFE +398,AU2403.SHF,AU2403,沪金2403,20231218,20240315,SHFE +399,AU1112.SHF,AU1112,沪金1112,20101216,20111215,SHFE +400,NI2504.SHF,NI2504,沪镍2504,20240416,20250415,SHFE +401,PB1308.SHF,PB1308,沪铅1308,20120816,20130815,SHFE +402,ZN1606.SHF,ZN1606,沪锌1606,20150616,20160615,SHFE +403,ZN1510.SHF,ZN1510,沪锌1510,20141016,20151015,SHFE +404,ZN1601.SHF,ZN1601,沪锌1601,20150116,20160115,SHFE +405,AL1701.SHF,AL1701,沪铝1701,20160118,20170116,SHFE +406,PB1309.SHF,PB1309,沪铅1309,20120918,20130916,SHFE +407,NI2310.SHF,NI2310,沪镍2310,20221018,20231016,SHFE +408,CU9609.SHF,CU9609,沪铜9609,19960131,19960913,SHFE +409,AL1204.SHF,AL1204,沪铝1204,20110418,20120416,SHFE +410,AG1212.SHF,AG1212,沪银1212,20120510,20121217,SHFE +411,CU9708.SHF,CU9708,沪铜9708,19970113,19970815,SHFE +412,BU1612.SHF,BU1612,沥青1612,20141216,20161215,SHFE +413,WR1108.SHF,WR1108,线材1108,20100817,20110815,SHFE +414,CU1603.SHF,CU1603,沪铜1603,20150317,20160315,SHFE +415,AG1210.SHF,AG1210,沪银1210,20120510,20121015,SHFE +416,AU1311.SHF,AU1311,沪金1311,20121116,20131115,SHFE +417,NI2406.SHF,NI2406,沪镍2406,20230616,20240617,SHFE +418,AU1104.SHF,AU1104,沪金1104,20100416,20110415,SHFE +419,CU0608.SHF,CU0608,沪铜0608,20050816,20060815,SHFE +420,SN1705.SHF,SN1705,沪锡1705,20160517,20170515,SHFE +421,NI1611.SHF,NI1611,沪镍1611,20151117,20161115,SHFE +422,FU0909.SHF,FU0909,燃油0909,20080901,20090831,SHFE +423,FU2408.SHF,FU2408,燃油2408,20230801,20240731,SHFE +424,BR2508.SHF,BR2508,丁二烯橡胶2508,20240816,20250815,SHFE +425,FU0810.SHF,FU0810,燃油0810,20071008,20080926,SHFE +426,SN1606.SHF,SN1606,沪锡1606,20150616,20160615,SHFE +427,ZN1210.SHF,ZN1210,沪锌1210,20111018,20121015,SHFE +428,NI2506.SHF,NI2506,沪镍2506,20240618,20250616,SHFE +429,CU9802.SHF,CU9802,沪铜9802,19970730,19980213,SHFE +430,AL9802.SHF,AL9802,沪铝9802,19970911,19980213,SHFE +431,AL0204.SHF,AL0204,沪铝0204,20010920,20020415,SHFE +432,AL1105.SHF,AL1105,沪铝1105,20100518,20110516,SHFE +433,PB1210.SHF,PB1210,沪铅1210,20111018,20121015,SHFE +434,AL0903.SHF,AL0903,沪铝0903,20080318,20090316,SHFE +435,CU9712.SHF,CU9712,沪铜9712,19970528,19971215,SHFE +436,WR1504.SHF,WR1504,线材1504,20140416,20150415,SHFE +437,HC2504.SHF,HC2504,热轧卷板2504,20240416,20250415,SHFE +438,PB1703.SHF,PB1703,沪铅1703,20160316,20170315,SHFE +439,PB1505.SHF,PB1505,沪铅1505,20140516,20150515,SHFE +440,WR1307.SHF,WR1307,线材1307,20120717,20130715,SHFE +441,AL1707.SHF,AL1707,沪铝1707,20160718,20170717,SHFE +442,RU9810.SHF,RU9810,橡胶9810,19980513,19981015,SHFE +443,NI2308.SHF,NI2308,沪镍2308,20220816,20230815,SHFE +444,SS2511.SHF,SS2511,不锈钢2511,20241118,20251117,SHFE +445,RU0009.SHF,RU0009,橡胶0009,19991125,20000915,SHFE +446,WR1708.SHF,WR1708,线材1708,20160816,20170815,SHFE +447,SP2510.SHF,SP2510,纸浆2510,20241016,20251015,SHFE +448,AG1604.SHF,AG1604,沪银1604,20150416,20160415,SHFE +449,PB1610.SHF,PB1610,沪铅1610,20151016,20161017,SHFE +450,BU1609.SHF,BU1609,沥青1609,20140916,20160919,SHFE +451,ZN0707.SHF,ZN0707,沪锌0707,20070326,20070716,SHFE +452,CU0908.SHF,CU0908,沪铜0908,20080818,20090817,SHFE +453,CU0009.SHF,CU0009,沪铜0009,20000217,20000915,SHFE +454,WR1203.SHF,WR1203,线材1203,20110316,20120315,SHFE +455,AU1202.SHF,AU1202,沪金1202,20110216,20120215,SHFE +456,AU2409.SHF,AU2409,沪金2409,20240618,20240918,SHFE +457,AU1010.SHF,AU1010,沪金1010,20091016,20101015,SHFE +458,AO2407.SHF,AO2407,氧化铝2407,20230718,20240715,SHFE +459,CU0309.SHF,CU0309,沪铜0309,20021122,20030915,SHFE +460,RU9806.SHF,RU9806,橡胶9806,19980305,19980615,SHFE +461,NI2502.SHF,NI2502,沪镍2502,20240220,20250217,SHFE +462,AU2303.SHF,AU2303,沪金2303,20221216,20230315,SHFE +463,PB1208.SHF,PB1208,沪铅1208,20110816,20120815,SHFE +464,FU1706.SHF,FU1706,燃油1706,20160601,20170531,SHFE +465,CU0109.SHF,CU0109,沪铜0109,20010221,20010917,SHFE +466,AU0901.SHF,AU0901,沪金0901,20080116,20090115,SHFE +467,AL0103.SHF,AL0103,沪铝0103,20000907,20010315,SHFE +468,CU1305.SHF,CU1305,沪铜1305,20120516,20130515,SHFE +469,AL2412.SHF,AL2412,沪铝2412,20231218,20241216,SHFE +470,AG1512.SHF,AG1512,沪银1512,20141216,20151215,SHFE +471,RB1210.SHF,RB1210,螺纹钢1210,20111018,20121015,SHFE +472,HC1701.SHF,HC1701,热轧卷板1701,20160118,20170116,SHFE +473,RU0501.SHF,RU0501,橡胶0501,20040116,20050117,SHFE +474,CU0010.SHF,CU0010,沪铜0010,20000314,20001016,SHFE +475,AL2508.SHF,AL2508,沪铝2508,20240816,20250815,SHFE +476,AL1310.SHF,AL1310,沪铝1310,20121016,20131015,SHFE +477,RU0309.SHF,RU0309,橡胶0309,20021011,20030915,SHFE +478,CU0203.SHF,CU0203,沪铜0203,20010816,20020315,SHFE +479,AL0803.SHF,AL0803,沪铝0803,20070316,20080317,SHFE +480,SN1608.SHF,SN1608,沪锡1608,20150818,20160815,SHFE +481,BU1608.SHF,BU1608,沥青1608,20160216,20160815,SHFE +482,RB2508.SHF,RB2508,螺纹钢2508,20240816,20250815,SHFE +483,AO2411.SHF,AO2411,氧化铝2411,20231116,20241115,SHFE +484,FU1905.SHF,FU1905,燃油1905,20180502,20190430,SHFE +485,FU1003.SHF,FU1003,燃油1003,20090302,20100226,SHFE +486,NI1607.SHF,NI1607,沪镍1607,20150716,20160715,SHFE +487,AU1003.SHF,AU1003,沪金1003,20090317,20100315,SHFE +488,CU9709.SHF,CU9709,沪铜9709,19970317,19970915,SHFE +489,NI2402.SHF,NI2402,沪镍2402,20230216,20240219,SHFE +490,RU0303.SHF,RU0303,橡胶0303,20020618,20030317,SHFE +491,AL2208.SHF,AL2208,沪铝2208,20210817,20220815,SHFE +492,CU2208.SHF,CU2208,沪铜2208,20210817,20220815,SHFE +493,ZN2208.SHF,ZN2208,沪锌2208,20210817,20220815,SHFE +494,PB2208.SHF,PB2208,沪铅2208,20210817,20220815,SHFE +495,NI2208.SHF,NI2208,沪镍2208,20210817,20220815,SHFE +496,SN2208.SHF,SN2208,沪锡2208,20210817,20220815,SHFE +497,SP2208.SHF,SP2208,纸浆2208,20210817,20220815,SHFE +498,BU2202.SHF,BU2202,沥青2202,20210817,20220215,SHFE +499,RU2208.SHF,RU2208,橡胶2208,20210817,20220815,SHFE +500,AU2111.SHF,AU2111,沪金2111,20210817,20211115,SHFE +501,AG2208.SHF,AG2208,沪银2208,20210817,20220815,SHFE +502,RB2208.SHF,RB2208,螺纹钢2208,20210817,20220815,SHFE +503,WR2208.SHF,WR2208,线材2208,20210817,20220815,SHFE +504,HC2208.SHF,HC2208,热轧卷板2208,20210817,20220815,SHFE +505,SS2208.SHF,SS2208,不锈钢2208,20210817,20220815,SHFE +506,WR1704.SHF,WR1704,线材1704,20160418,20170417,SHFE +507,PB2502.SHF,PB2502,沪铅2502,20240220,20250217,SHFE +508,PB1604.SHF,PB1604,沪铅1604,20150416,20160415,SHFE +509,ZN1509.SHF,ZN1509,沪锌1509,20140916,20150915,SHFE +510,WR1409.SHF,WR1409,线材1409,20130917,20140915,SHFE +511,CU1509.SHF,CU1509,沪铜1509,20140916,20150915,SHFE +512,AL0101.SHF,AL0101,沪铝0101,20000718,20010115,SHFE +513,AU1502.SHF,AU1502,沪金1502,20140218,20150210,SHFE +514,NI1510.SHF,NI1510,沪镍1510,20150327,20151015,SHFE +515,CU0904.SHF,CU0904,沪铜0904,20080416,20090415,SHFE +516,CU0110.SHF,CU0110,沪铜0110,20010321,20011015,SHFE +517,AL1210.SHF,AL1210,沪铝1210,20111018,20121015,SHFE +518,RU9805.SHF,RU9805,橡胶9805,19980115,19980515,SHFE +519,FU2206.SHF,FU2206,燃油2206,20210601,20220531,SHFE +520,BU1812.SHF,BU1812,沥青1812,20161216,20181217,SHFE +521,CU1007.SHF,CU1007,沪铜1007,20090716,20100715,SHFE +522,ZN2211.SHF,ZN2211,沪锌2211,20211116,20221115,SHFE +523,WR1503.SHF,WR1503,线材1503,20140318,20150316,SHFE +524,FU0609.SHF,FU0609,燃油0609,20050901,20060831,SHFE +525,AL0406.SHF,AL0406,沪铝0406,20030617,20040615,SHFE +526,RU9601.SHF,RU9601,橡胶9601,19951102,19951109,SHFE +527,CU1609.SHF,CU1609,沪铜1609,20150916,20160919,SHFE +528,AU2010.SHF,AU2010,沪金2010,20190917,20201015,SHFE +529,SP2009.SHF,SP2009,纸浆2009,20190917,20200915,SHFE +530,WR2009.SHF,WR2009,线材2009,20190917,20200915,SHFE +531,CU2009.SHF,CU2009,沪铜2009,20190917,20200915,SHFE +532,RU2009.SHF,RU2009,橡胶2009,20190917,20200915,SHFE +533,HC2009.SHF,HC2009,热轧卷板2009,20190917,20200915,SHFE +534,RB2009.SHF,RB2009,螺纹钢2009,20190917,20200915,SHFE +535,AG2009.SHF,AG2009,沪银2009,20190917,20200915,SHFE +536,SN2009.SHF,SN2009,沪锡2009,20190917,20200915,SHFE +537,NI2009.SHF,NI2009,沪镍2009,20190917,20200915,SHFE +538,PB2009.SHF,PB2009,沪铅2009,20190917,20200915,SHFE +539,ZN2009.SHF,ZN2009,沪锌2009,20190917,20200915,SHFE +540,AL2009.SHF,AL2009,沪铝2009,20190917,20200915,SHFE +541,BU2109.SHF,BU2109,沥青2109,20190917,20210915,SHFE +542,HC1609.SHF,HC1609,热轧卷板1609,20150916,20160919,SHFE +543,AU1204.SHF,AU1204,沪金1204,20110418,20120416,SHFE +544,CU1201.SHF,CU1201,沪铜1201,20110118,20120113,SHFE +545,AG1707.SHF,AG1707,沪银1707,20160718,20170717,SHFE +546,NI1708.SHF,NI1708,沪镍1708,20160816,20170815,SHFE +547,RU0103.SHF,RU0103,橡胶0103,20000724,20010315,SHFE +548,AU2504.SHF,AU2504,沪金2504,20240318,20250415,SHFE +549,WR2502.SHF,WR2502,线材2502,20240220,20250217,SHFE +550,WR1506.SHF,WR1506,线材1506,20140617,20150615,SHFE +551,SN2408.SHF,SN2408,沪锡2408,20230816,20240815,SHFE +552,AL0411.SHF,AL0411,沪铝0411,20031118,20041115,SHFE +553,RU0111.SHF,RU0111,橡胶0111,20010627,20011115,SHFE +554,CU9603.SHF,CU9603,沪铜9603,19950714,19960315,SHFE +555,RU0208.SHF,RU0208,橡胶0208,20020329,20020815,SHFE +556,RB1110.SHF,RB1110,螺纹钢1110,20101018,20111017,SHFE +557,RU0904.SHF,RU0904,橡胶0904,20080416,20090415,SHFE +558,AU2407.SHF,AU2407,沪金2407,20240416,20240715,SHFE +559,AL0603.SHF,AL0603,沪铝0603,20050316,20060315,SHFE +560,RB1112.SHF,RB1112,螺纹钢1112,20101216,20111215,SHFE +561,SP2405.SHF,SP2405,纸浆2405,20230516,20240515,SHFE +562,ZN0709.SHF,ZN0709,沪锌0709,20070326,20070917,SHFE +563,RB1608.SHF,RB1608,螺纹钢1608,20150818,20160815,SHFE +564,RU0806.SHF,RU0806,橡胶0806,20070618,20080616,SHFE +565,BU1504.SHF,BU1504,沥青1504,20141016,20150415,SHFE +566,AU2406.SHF,AU2406,沪金2406,20230516,20240617,SHFE +567,RU0908.SHF,RU0908,橡胶0908,20080818,20090817,SHFE +568,AL0011.SHF,AL0011,沪铝0011,20000426,20001115,SHFE +569,RU1301.SHF,RU1301,橡胶1301,20120116,20130115,SHFE +570,ZN1007.SHF,ZN1007,沪锌1007,20090716,20100715,SHFE +571,AG1305.SHF,AG1305,沪银1305,20120516,20130515,SHFE +572,RU1507.SHF,RU1507,橡胶1507,20140716,20150715,SHFE +573,RU0001.SHF,RU0001,橡胶0001,19990504,20000117,SHFE +574,HC1710.SHF,HC1710,热轧卷板1710,20161018,20171016,SHFE +575,AL0205.SHF,AL0205,沪铝0205,20011026,20020515,SHFE +576,RU0510.SHF,RU0510,橡胶0510,20041018,20051017,SHFE +577,RU0709.SHF,RU0709,橡胶0709,20060918,20070917,SHFE +578,BU1509.SHF,BU1509,沥青1509,20131009,20150915,SHFE +579,HC1407.SHF,HC1407,热轧卷板1407,20140321,20140715,SHFE +580,FU1205.SHF,FU1205,燃油1205,20110503,20120427,SHFE +581,AL1702.SHF,AL1702,沪铝1702,20160216,20170215,SHFE +582,ZN0912.SHF,ZN0912,沪锌0912,20081216,20091215,SHFE +583,CU1210.SHF,CU1210,沪铜1210,20111018,20121015,SHFE +584,AU1107.SHF,AU1107,沪金1107,20100716,20110715,SHFE +585,CU9610.SHF,CU9610,沪铜9610,19960412,19961015,SHFE +586,RU1204.SHF,RU1204,橡胶1204,20110418,20120416,SHFE +587,RB1001.SHF,RB1001,螺纹钢1001,20090327,20100115,SHFE +588,RB2507.SHF,RB2507,螺纹钢2507,20240716,20250715,SHFE +589,AL9509.SHF,AL9509,沪铝9509,19950517,19950915,SHFE +590,WR1606.SHF,WR1606,线材1606,20150616,20160615,SHFE +591,AG1712.SHF,AG1712,沪银1712,20161216,20171215,SHFE +592,CU1405.SHF,CU1405,沪铜1405,20130516,20140515,SHFE +593,AL0401.SHF,AL0401,沪铝0401,20030116,20040115,SHFE +594,SN2310.SHF,SN2310,沪锡2310,20221018,20231016,SHFE +595,AL9711.SHF,AL9711,沪铝9711,19970606,19971114,SHFE +596,NI2405.SHF,NI2405,沪镍2405,20230516,20240515,SHFE +597,AO2311.SHF,AO2311,氧化铝2311,20230619,20231115,SHFE +598,AO2312.SHF,AO2312,氧化铝2312,20230619,20231215,SHFE +599,AO2401.SHF,AO2401,氧化铝2401,20230619,20240115,SHFE +600,AO2402.SHF,AO2402,氧化铝2402,20230619,20240219,SHFE +601,AO2403.SHF,AO2403,氧化铝2403,20230619,20240315,SHFE +602,AO2404.SHF,AO2404,氧化铝2404,20230619,20240415,SHFE +603,AO2405.SHF,AO2405,氧化铝2405,20230619,20240515,SHFE +604,AO2406.SHF,AO2406,氧化铝2406,20230619,20240617,SHFE +605,FU1304.SHF,FU1304,燃油1304,20120405,20130329,SHFE +606,ZN1001.SHF,ZN1001,沪锌1001,20090116,20100115,SHFE +607,RU0608.SHF,RU0608,橡胶0608,20050816,20060815,SHFE +608,WR1106.SHF,WR1106,线材1106,20100618,20110615,SHFE +609,RU0905.SHF,RU0905,橡胶0905,20080516,20090515,SHFE +610,WR1102.SHF,WR1102,线材1102,20100222,20110215,SHFE +611,SN2304.SHF,SN2304,沪锡2304,20220418,20230417,SHFE +612,AL9707.SHF,AL9707,沪铝9707,19970326,19970715,SHFE +613,AL9612.SHF,AL9612,沪铝9612,19960918,19961213,SHFE +614,RB0911.SHF,RB0911,螺纹钢0911,20090327,20091116,SHFE +615,WR1107.SHF,WR1107,线材1107,20100716,20110715,SHFE +616,WR1305.SHF,WR1305,线材1305,20120516,20130515,SHFE +617,RB1212.SHF,RB1212,螺纹钢1212,20111216,20121217,SHFE +618,AL1205.SHF,AL1205,沪铝1205,20110517,20120515,SHFE +619,HC2309.SHF,HC2309,热轧卷板2309,20220916,20230915,SHFE +620,RU0004.SHF,RU0004,橡胶0004,19990921,20000417,SHFE +621,AL1403.SHF,AL1403,沪铝1403,20130318,20140317,SHFE +622,RU1709.SHF,RU1709,橡胶1709,20160920,20170915,SHFE +623,SP2401.SHF,SP2401,纸浆2401,20230117,20240115,SHFE +624,NI1605.SHF,NI1605,沪镍1605,20150518,20160516,SHFE +625,RB1509.SHF,RB1509,螺纹钢1509,20140916,20150915,SHFE +626,AU1704.SHF,AU1704,沪金1704,20160316,20170417,SHFE +627,RU2309.SHF,RU2309,橡胶2309,20220916,20230915,SHFE +628,RU2403.SHF,RU2403,橡胶2403,20230316,20240315,SHFE +629,RU0210.SHF,RU0210,橡胶0210,20020528,20021015,SHFE +630,SN2211.SHF,SN2211,沪锡2211,20211116,20221115,SHFE +631,AL1108.SHF,AL1108,沪铝1108,20100817,20110815,SHFE +632,FU2003.SHF,FU2003,燃油2003,20190301,20200228,SHFE +633,CU9611.SHF,CU9611,沪铜9611,19960520,19961115,SHFE +634,BU2310.SHF,BU2310,沥青2310,20221018,20231016,SHFE +635,SN2404.SHF,SN2404,沪锡2404,20230418,20240415,SHFE +636,RB1402.SHF,RB1402,螺纹钢1402,20130219,20140217,SHFE +637,AU1608.SHF,AU1608,沪金1608,20150716,20160815,SHFE +638,CU1610.SHF,CU1610,沪铜1610,20151016,20161017,SHFE +639,AG1504.SHF,AG1504,沪银1504,20140416,20150415,SHFE +640,AL0207.SHF,AL0207,沪铝0207,20011225,20020715,SHFE +641,ZN0911.SHF,ZN0911,沪锌0911,20081118,20091116,SHFE +642,CU1208.SHF,CU1208,沪铜1208,20110816,20120815,SHFE +643,AL1311.SHF,AL1311,沪铝1311,20121116,20131115,SHFE +644,FU0711.SHF,FU0711,燃油0711,20061101,20071031,SHFE +645,AG1810.SHF,AG1810,沪银1810,20171017,20181015,SHFE +646,AL1810.SHF,AL1810,沪铝1810,20171017,20181015,SHFE +647,AU1801.SHF,AU1801,沪金1801,20171017,20180115,SHFE +648,BU1804.SHF,BU1804,沥青1804,20171017,20180416,SHFE +649,CU1810.SHF,CU1810,沪铜1810,20171017,20181015,SHFE +650,HC1810.SHF,HC1810,热轧卷板1810,20171017,20181015,SHFE +651,NI1810.SHF,NI1810,沪镍1810,20171017,20181015,SHFE +652,PB1810.SHF,PB1810,沪铅1810,20171017,20181015,SHFE +653,RB1810.SHF,RB1810,螺纹钢1810,20171017,20181015,SHFE +654,RU1810.SHF,RU1810,橡胶1810,20171017,20181015,SHFE +655,SN1810.SHF,SN1810,沪锡1810,20171017,20181015,SHFE +656,WR1810.SHF,WR1810,线材1810,20171017,20180831,SHFE +657,ZN1810.SHF,ZN1810,沪锌1810,20171017,20181015,SHFE +658,RU2508.SHF,RU2508,橡胶2508,20240816,20250815,SHFE +659,PB1507.SHF,PB1507,沪铅1507,20140716,20150715,SHFE +660,AG1312.SHF,AG1312,沪银1312,20121218,20131216,SHFE +661,RB1605.SHF,RB1605,螺纹钢1605,20150518,20160516,SHFE +662,AL1908.SHF,AL1908,沪铝1908,20180816,20190815,SHFE +663,CU1908.SHF,CU1908,沪铜1908,20180816,20190815,SHFE +664,ZN1908.SHF,ZN1908,沪锌1908,20180816,20190815,SHFE +665,PB1908.SHF,PB1908,沪铅1908,20180816,20190815,SHFE +666,NI1908.SHF,NI1908,沪镍1908,20180816,20190815,SHFE +667,SN1908.SHF,SN1908,沪锡1908,20180816,20190815,SHFE +668,RU1908.SHF,RU1908,橡胶1908,20180816,20190815,SHFE +669,BU1902.SHF,BU1902,沥青1902,20180816,20190215,SHFE +670,AU1811.SHF,AU1811,沪金1811,20180816,20181115,SHFE +671,AG1908.SHF,AG1908,沪银1908,20180816,20190815,SHFE +672,RB1908.SHF,RB1908,螺纹钢1908,20180816,20190815,SHFE +673,WR1908.SHF,WR1908,线材1908,20180816,20190815,SHFE +674,HC1908.SHF,HC1908,热轧卷板1908,20180816,20190815,SHFE +675,AL9512.SHF,AL9512,沪铝9512,19950719,19951215,SHFE +676,RU0311.SHF,RU0311,橡胶0311,20021210,20031117,SHFE +677,NI2510.SHF,NI2510,沪镍2510,20241016,20251015,SHFE +678,NI1604.SHF,NI1604,沪镍1604,20150416,20160415,SHFE +679,HC2511.SHF,HC2511,热轧卷板2511,20241118,20251117,SHFE +680,CU9812.SHF,CU9812,沪铜9812,19980526,19981215,SHFE +681,ZN2402.SHF,ZN2402,沪锌2402,20230216,20240219,SHFE +682,AL1705.SHF,AL1705,沪铝1705,20160517,20170515,SHFE +683,ZN0712.SHF,ZN0712,沪锌0712,20070326,20071217,SHFE +684,HC2503.SHF,HC2503,热轧卷板2503,20240318,20250317,SHFE +685,AU1612.SHF,AU1612,沪金1612,20151117,20161215,SHFE +686,AL0507.SHF,AL0507,沪铝0507,20040716,20050715,SHFE +687,CU0612.SHF,CU0612,沪铜0612,20051216,20061215,SHFE +688,FU1610.SHF,FU1610,燃油1610,20151008,20160930,SHFE +689,AL1511.SHF,AL1511,沪铝1511,20141118,20151116,SHFE +690,RU1009.SHF,RU1009,橡胶1009,20090916,20100915,SHFE +691,WR1008.SHF,WR1008,线材1008,20090818,20100816,SHFE +692,AU0908.SHF,AU0908,沪金0908,20080818,20090817,SHFE +693,CU1705.SHF,CU1705,沪铜1705,20160517,20170515,SHFE +694,FU2212.SHF,FU2212,燃油2212,20211201,20221130,SHFE +695,RB1312.SHF,RB1312,螺纹钢1312,20121218,20131216,SHFE +696,AL1004.SHF,AL1004,沪铝1004,20090416,20100415,SHFE +697,CU1505.SHF,CU1505,沪铜1505,20140516,20150515,SHFE +698,RU1704.SHF,RU1704,橡胶1704,20160418,20170417,SHFE +699,AU2502.SHF,AU2502,沪金2502,20240116,20250217,SHFE +700,SP2507.SHF,SP2507,纸浆2507,20240716,20250715,SHFE +701,ZN1711.SHF,ZN1711,沪锌1711,20161116,20171115,SHFE +702,AL1905.SHF,AL1905,沪铝1905,20180516,20190515,SHFE +703,CU1905.SHF,CU1905,沪铜1905,20180516,20190515,SHFE +704,ZN1905.SHF,ZN1905,沪锌1905,20180516,20190515,SHFE +705,PB1905.SHF,PB1905,沪铅1905,20180516,20190515,SHFE +706,NI1905.SHF,NI1905,沪镍1905,20180516,20190515,SHFE +707,SN1905.SHF,SN1905,沪锡1905,20180516,20190515,SHFE +708,RU1905.SHF,RU1905,橡胶1905,20180516,20190515,SHFE +709,BU1811.SHF,BU1811,沥青1811,20180516,20181115,SHFE +710,AU1906.SHF,AU1906,沪金1906,20180516,20190617,SHFE +711,AG1905.SHF,AG1905,沪银1905,20180516,20190515,SHFE +712,RB1905.SHF,RB1905,螺纹钢1905,20180516,20190515,SHFE +713,WR1905.SHF,WR1905,线材1905,20180516,20190515,SHFE +714,HC1905.SHF,HC1905,热轧卷板1905,20180516,20190515,SHFE +715,ZN1003.SHF,ZN1003,沪锌1003,20090317,20100315,SHFE +716,FU1209.SHF,FU1209,燃油1209,20110901,20120831,SHFE +717,SP2304.SHF,SP2304,纸浆2304,20220418,20230417,SHFE +718,CU0103.SHF,CU0103,沪铜0103,20000822,20010315,SHFE +719,PB1110.SHF,PB1110,沪铅1110,20110324,20111017,SHFE +720,HC2507.SHF,HC2507,热轧卷板2507,20240716,20250715,SHFE +721,ZN1609.SHF,ZN1609,沪锌1609,20150916,20160919,SHFE +722,CU0404.SHF,CU0404,沪铜0404,20030416,20040415,SHFE +723,CU0810.SHF,CU0810,沪铜0810,20071016,20081015,SHFE +724,ZN1208.SHF,ZN1208,沪锌1208,20110816,20120815,SHFE +725,HC1611.SHF,HC1611,热轧卷板1611,20151117,20161115,SHFE +726,AL1208.SHF,AL1208,沪铝1208,20110816,20120815,SHFE +727,BU1701.SHF,BU1701,沥青1701,20160718,20170116,SHFE +728,RU0405.SHF,RU0405,橡胶0405,20030516,20040517,SHFE +729,SP2402.SHF,SP2402,纸浆2402,20230216,20240219,SHFE +730,AL0403.SHF,AL0403,沪铝0403,20030318,20040315,SHFE +731,PB2311.SHF,PB2311,沪铅2311,20221116,20231115,SHFE +732,AG2002.SHF,AG2002,沪银2002,20190218,20200217,SHFE +733,AL2002.SHF,AL2002,沪铝2002,20190218,20200217,SHFE +734,AU1905.SHF,AU1905,沪金1905,20190218,20190515,SHFE +735,BU1908.SHF,BU1908,沥青1908,20190218,20190815,SHFE +736,CU2002.SHF,CU2002,沪铜2002,20190218,20200217,SHFE +737,HC2002.SHF,HC2002,热轧卷板2002,20190218,20200217,SHFE +738,NI2002.SHF,NI2002,沪镍2002,20190218,20200217,SHFE +739,PB2002.SHF,PB2002,沪铅2002,20190218,20200217,SHFE +740,RB2002.SHF,RB2002,螺纹钢2002,20190218,20200217,SHFE +741,SN2002.SHF,SN2002,沪锡2002,20190218,20200217,SHFE +742,ZN2002.SHF,ZN2002,沪锌2002,20190218,20200217,SHFE +743,FU0503.SHF,FU0503,燃油0503,20040825,20050228,SHFE +744,AU1902.SHF,AU1902,沪金1902,20180116,20190215,SHFE +745,BU1807.SHF,BU1807,沥青1807,20180116,20180716,SHFE +746,RU1901.SHF,RU1901,橡胶1901,20180116,20190115,SHFE +747,AG1901.SHF,AG1901,沪银1901,20180116,20190115,SHFE +748,HC1901.SHF,HC1901,热轧卷板1901,20180116,20190115,SHFE +749,ZN1901.SHF,ZN1901,沪锌1901,20180116,20190115,SHFE +750,RB1901.SHF,RB1901,螺纹钢1901,20180116,20190115,SHFE +751,CU1901.SHF,CU1901,沪铜1901,20180116,20190115,SHFE +752,PB1901.SHF,PB1901,沪铅1901,20180116,20190115,SHFE +753,AL1901.SHF,AL1901,沪铝1901,20180116,20190115,SHFE +754,WR1901.SHF,WR1901,线材1901,20180116,20180831,SHFE +755,SN1901.SHF,SN1901,沪锡1901,20180116,20190115,SHFE +756,NI1901.SHF,NI1901,沪镍1901,20180116,20190115,SHFE +757,AU1512.SHF,AU1512,沪金1512,20150116,20151215,SHFE +758,ZN2401.SHF,ZN2401,沪锌2401,20230117,20240115,SHFE +759,SS2407.SHF,SS2407,不锈钢2407,20230718,20240715,SHFE +760,NI2212.SHF,NI2212,沪镍2212,20211216,20221215,SHFE +761,WR1207.SHF,WR1207,线材1207,20110718,20120716,SHFE +762,RU0410.SHF,RU0410,橡胶0410,20031016,20041015,SHFE +763,AL1103.SHF,AL1103,沪铝1103,20100316,20110315,SHFE +764,AL1907.SHF,AL1907,沪铝1907,20180717,20190715,SHFE +765,CU1907.SHF,CU1907,沪铜1907,20180717,20190715,SHFE +766,ZN1907.SHF,ZN1907,沪锌1907,20180717,20190715,SHFE +767,PB1907.SHF,PB1907,沪铅1907,20180717,20190715,SHFE +768,NI1907.SHF,NI1907,沪镍1907,20180717,20190715,SHFE +769,SN1907.SHF,SN1907,沪锡1907,20180717,20190715,SHFE +770,RU1907.SHF,RU1907,橡胶1907,20180717,20190715,SHFE +771,BU1901.SHF,BU1901,沥青1901,20180717,20190115,SHFE +772,AU1908.SHF,AU1908,沪金1908,20180717,20190815,SHFE +773,AG1907.SHF,AG1907,沪银1907,20180717,20190715,SHFE +774,RB1907.SHF,RB1907,螺纹钢1907,20180717,20190715,SHFE +775,WR1907.SHF,WR1907,线材1907,20180717,20190715,SHFE +776,HC1907.SHF,HC1907,热轧卷板1907,20180717,20190715,SHFE +777,RU0605.SHF,RU0605,橡胶0605,20050517,20060515,SHFE +778,WR2303.SHF,WR2303,线材2303,20220316,20230315,SHFE +779,HC1603.SHF,HC1603,热轧卷板1603,20150317,20160315,SHFE +780,AG1904.SHF,AG1904,沪银1904,20180417,20190415,SHFE +781,AL1904.SHF,AL1904,沪铝1904,20180417,20190415,SHFE +782,AU1807.SHF,AU1807,沪金1807,20180417,20180716,SHFE +783,BU1810.SHF,BU1810,沥青1810,20180417,20181015,SHFE +784,CU1904.SHF,CU1904,沪铜1904,20180417,20190415,SHFE +785,HC1904.SHF,HC1904,热轧卷板1904,20180417,20190415,SHFE +786,NI1904.SHF,NI1904,沪镍1904,20180417,20190415,SHFE +787,PB1904.SHF,PB1904,沪铅1904,20180417,20190415,SHFE +788,RB1904.SHF,RB1904,螺纹钢1904,20180417,20190415,SHFE +789,RU1904.SHF,RU1904,橡胶1904,20180417,20190415,SHFE +790,SN1904.SHF,SN1904,沪锡1904,20180417,20190415,SHFE +791,WR1904.SHF,WR1904,线材1904,20180417,20190415,SHFE +792,ZN1904.SHF,ZN1904,沪锌1904,20180417,20190415,SHFE +793,RB1208.SHF,RB1208,螺纹钢1208,20110816,20120815,SHFE +794,RB2306.SHF,RB2306,螺纹钢2306,20220616,20230615,SHFE +795,RU0503.SHF,RU0503,橡胶0503,20040316,20050315,SHFE +796,RU2510.SHF,RU2510,橡胶2510,20241016,20251015,SHFE +797,AU1205.SHF,AU1205,沪金1205,20110517,20120515,SHFE +798,CU0312.SHF,CU0312,沪铜0312,20030123,20031215,SHFE +799,FU0910.SHF,FU0910,燃油0910,20081006,20090930,SHFE +800,WR1511.SHF,WR1511,线材1511,20141118,20151116,SHFE +801,SN2311.SHF,SN2311,沪锡2311,20221116,20231115,SHFE +802,AL2210.SHF,AL2210,沪铝2210,20211018,20221017,SHFE +803,CU2210.SHF,CU2210,沪铜2210,20211018,20221017,SHFE +804,ZN2210.SHF,ZN2210,沪锌2210,20211018,20221017,SHFE +805,PB2210.SHF,PB2210,沪铅2210,20211018,20221017,SHFE +806,NI2210.SHF,NI2210,沪镍2210,20211018,20221017,SHFE +807,SN2210.SHF,SN2210,沪锡2210,20211018,20221017,SHFE +808,RU2210.SHF,RU2210,橡胶2210,20211018,20221017,SHFE +809,BU2204.SHF,BU2204,沥青2204,20211018,20220415,SHFE +810,SP2210.SHF,SP2210,纸浆2210,20211018,20221017,SHFE +811,AU2201.SHF,AU2201,沪金2201,20211018,20220117,SHFE +812,AG2210.SHF,AG2210,沪银2210,20211018,20221017,SHFE +813,RB2210.SHF,RB2210,螺纹钢2210,20211018,20221017,SHFE +814,WR2210.SHF,WR2210,线材2210,20211018,20221017,SHFE +815,HC2210.SHF,HC2210,热轧卷板2210,20211018,20221017,SHFE +816,SS2210.SHF,SS2210,不锈钢2210,20211018,20221017,SHFE +817,AL2308.SHF,AL2308,沪铝2308,20220816,20230815,SHFE +818,AG1701.SHF,AG1701,沪银1701,20160118,20170116,SHFE +819,RU2505.SHF,RU2505,橡胶2505,20240516,20250515,SHFE +820,AG2501.SHF,AG2501,沪银2501,20240116,20250115,SHFE +821,AL1102.SHF,AL1102,沪铝1102,20100222,20110215,SHFE +822,SN1710.SHF,SN1710,沪锡1710,20161018,20171016,SHFE +823,WR1405.SHF,WR1405,线材1405,20130516,20140515,SHFE +824,ZN1312.SHF,ZN1312,沪锌1312,20121218,20131216,SHFE +825,RB1508.SHF,RB1508,螺纹钢1508,20140818,20150817,SHFE +826,AL1811.SHF,AL1811,沪铝1811,20171116,20181115,SHFE +827,CU1811.SHF,CU1811,沪铜1811,20171116,20181115,SHFE +828,ZN1811.SHF,ZN1811,沪锌1811,20171116,20181115,SHFE +829,PB1811.SHF,PB1811,沪铅1811,20171116,20181115,SHFE +830,NI1811.SHF,NI1811,沪镍1811,20171116,20181115,SHFE +831,SN1811.SHF,SN1811,沪锡1811,20171116,20181115,SHFE +832,RU1811.SHF,RU1811,橡胶1811,20171116,20181115,SHFE +833,BU1805.SHF,BU1805,沥青1805,20171116,20180515,SHFE +834,AU1812.SHF,AU1812,沪金1812,20171116,20181217,SHFE +835,AG1811.SHF,AG1811,沪银1811,20171116,20181115,SHFE +836,RB1811.SHF,RB1811,螺纹钢1811,20171116,20181115,SHFE +837,WR1811.SHF,WR1811,线材1811,20171116,20180831,SHFE +838,HC1811.SHF,HC1811,热轧卷板1811,20171116,20181115,SHFE +839,AL0311.SHF,AL0311,沪铝0311,20030228,20031117,SHFE +840,AU2310.SHF,AU2310,沪金2310,20220916,20231016,SHFE +841,ZN1009.SHF,ZN1009,沪锌1009,20090916,20100915,SHFE +842,RU1105.SHF,RU1105,橡胶1105,20100518,20110516,SHFE +843,RB1505.SHF,RB1505,螺纹钢1505,20140516,20150515,SHFE +844,BU2506.SHF,BU2506,沥青2506,20230616,20250616,SHFE +845,AL9701.SHF,AL9701,沪铝9701,19961008,19970115,SHFE +846,CU2403.SHF,CU2403,沪铜2403,20230316,20240315,SHFE +847,WR2505.SHF,WR2505,线材2505,20240516,20250515,SHFE +848,AL2405.SHF,AL2405,沪铝2405,20230516,20240515,SHFE +849,AU1701.SHF,AU1701,沪金1701,20161018,20170116,SHFE +850,BR2504.SHF,BR2504,丁二烯橡胶2504,20240416,20250415,SHFE +851,BU2403.SHF,BU2403,沥青2403,20220316,20240315,SHFE +852,AL1606.SHF,AL1606,沪铝1606,20150616,20160615,SHFE +853,SP2504.SHF,SP2504,纸浆2504,20240416,20250415,SHFE +854,FU1904.SHF,FU1904,燃油1904,20180402,20190329,SHFE +855,CU0005.SHF,CU0005,沪铜0005,19991011,20000515,SHFE +856,FU1703.SHF,FU1703,燃油1703,20160301,20170228,SHFE +857,RB1202.SHF,RB1202,螺纹钢1202,20110216,20120215,SHFE +858,PB1509.SHF,PB1509,沪铅1509,20140916,20150915,SHFE +859,CU1110.SHF,CU1110,沪铜1110,20101018,20111017,SHFE +860,AU2410.SHF,AU2410,沪金2410,20230918,20241015,SHFE +861,WR2503.SHF,WR2503,线材2503,20240318,20250317,SHFE +862,RB1406.SHF,RB1406,螺纹钢1406,20130618,20140616,SHFE +863,RB1102.SHF,RB1102,螺纹钢1102,20100222,20110215,SHFE +864,RB1712.SHF,RB1712,螺纹钢1712,20161216,20171215,SHFE +865,HC1608.SHF,HC1608,热轧卷板1608,20150818,20160815,SHFE +866,RU0504.SHF,RU0504,橡胶0504,20040416,20050415,SHFE +867,CU1409.SHF,CU1409,沪铜1409,20130917,20140915,SHFE +868,PB1503.SHF,PB1503,沪铅1503,20140318,20150316,SHFE +869,WR1706.SHF,WR1706,线材1706,20160616,20170615,SHFE +870,RU1101.SHF,RU1101,橡胶1101,20100118,20110117,SHFE +871,AL1910.SHF,AL1910,沪铝1910,20181016,20191015,SHFE +872,CU1910.SHF,CU1910,沪铜1910,20181016,20191015,SHFE +873,ZN1910.SHF,ZN1910,沪锌1910,20181016,20191015,SHFE +874,PB1910.SHF,PB1910,沪铅1910,20181016,20191015,SHFE +875,NI1910.SHF,NI1910,沪镍1910,20181016,20191015,SHFE +876,SN1910.SHF,SN1910,沪锡1910,20181016,20191015,SHFE +877,RU1910.SHF,RU1910,橡胶1910,20181016,20191015,SHFE +878,BU1904.SHF,BU1904,沥青1904,20181016,20190415,SHFE +879,AU1901.SHF,AU1901,沪金1901,20181016,20190115,SHFE +880,AG1910.SHF,AG1910,沪银1910,20181016,20191015,SHFE +881,RB1910.SHF,RB1910,螺纹钢1910,20181016,20191015,SHFE +882,WR1910.SHF,WR1910,线材1910,20181016,20191015,SHFE +883,HC1910.SHF,HC1910,热轧卷板1910,20181016,20191015,SHFE +884,BU1503.SHF,BU1503,沥青1503,20131009,20150316,SHFE +885,AU1602.SHF,AU1602,沪金1602,20150317,20160215,SHFE +886,AG1411.SHF,AG1411,沪银1411,20131118,20141117,SHFE +887,WR2501.SHF,WR2501,线材2501,20240116,20250115,SHFE +888,RU1110.SHF,RU1110,橡胶1110,20101018,20111017,SHFE +889,RU1003.SHF,RU1003,橡胶1003,20090317,20100315,SHFE +890,RU0205.SHF,RU0205,橡胶0205,20011227,20020515,SHFE +891,RU2311.SHF,RU2311,橡胶2311,20221116,20231115,SHFE +892,FU0811.SHF,FU0811,燃油0811,20071101,20081031,SHFE +893,CU2503.SHF,CU2503,沪铜2503,20240318,20250317,SHFE +894,RB1006.SHF,RB1006,螺纹钢1006,20090616,20100617,SHFE +895,CU1012.SHF,CU1012,沪铜1012,20091216,20101215,SHFE +896,CU0006.SHF,CU0006,沪铜0006,19991117,20000615,SHFE +897,AG1711.SHF,AG1711,沪银1711,20161116,20171115,SHFE +898,CU2402.SHF,CU2402,沪铜2402,20230216,20240219,SHFE +899,ZN1407.SHF,ZN1407,沪锌1407,20130716,20140715,SHFE +900,BU1604.SHF,BU1604,沥青1604,20151016,20160415,SHFE +901,RU0707.SHF,RU0707,橡胶0707,20060718,20070716,SHFE +902,RU9906.SHF,RU9906,橡胶9906,19980930,19990615,SHFE +903,PB2510.SHF,PB2510,沪铅2510,20241016,20251015,SHFE +904,AL2401.SHF,AL2401,沪铝2401,20230117,20240115,SHFE +905,FU2202.SHF,FU2202,燃油2202,20210201,20220121,SHFE +906,AL2212.SHF,AL2212,沪铝2212,20211216,20221215,SHFE +907,CU9910.SHF,CU9910,沪铜9910,19990423,19991015,SHFE +908,CU1009.SHF,CU1009,沪铜1009,20090916,20100915,SHFE +909,WR1605.SHF,WR1605,线材1605,20150518,20160516,SHFE +910,CU0603.SHF,CU0603,沪铜0603,20050316,20060315,SHFE +911,HC1712.SHF,HC1712,热轧卷板1712,20161216,20171215,SHFE +912,WR2504.SHF,WR2504,线材2504,20240416,20250415,SHFE +913,AG1404.SHF,AG1404,沪银1404,20130416,20140415,SHFE +914,RU0508.SHF,RU0508,橡胶0508,20040817,20050815,SHFE +915,RU9507.SHF,RU9507,橡胶9507,19950516,19950712,SHFE +916,WR1410.SHF,WR1410,线材1410,20131016,20141015,SHFE +917,AG1408.SHF,AG1408,沪银1408,20130816,20140815,SHFE +918,BU1501.SHF,BU1501,沥青1501,20140716,20150115,SHFE +919,WR1609.SHF,WR1609,线材1609,20150916,20160919,SHFE +920,BR2506.SHF,BR2506,丁二烯橡胶2506,20240618,20250616,SHFE +921,ZN1707.SHF,ZN1707,沪锌1707,20160718,20170717,SHFE +922,AL0308.SHF,AL0308,沪铝0308,20021231,20030815,SHFE +923,WR1210.SHF,WR1210,线材1210,20111018,20121015,SHFE +924,HC1703.SHF,HC1703,热轧卷板1703,20160316,20170315,SHFE +925,WR1501.SHF,WR1501,线材1501,20140116,20150115,SHFE +926,RB1603.SHF,RB1603,螺纹钢1603,20150317,20160315,SHFE +927,AL2409.SHF,AL2409,沪铝2409,20230918,20240918,SHFE +928,RU9712.SHF,RU9712,橡胶9712,19971016,19971215,SHFE +929,AG1304.SHF,AG1304,沪银1304,20120510,20130415,SHFE +930,FU1301.SHF,FU1301,燃油1301,20120104,20121231,SHFE +931,CU0901.SHF,CU0901,沪铜0901,20080116,20090115,SHFE +932,AL1010.SHF,AL1010,沪铝1010,20091016,20101015,SHFE +933,CU1601.SHF,CU1601,沪铜1601,20150116,20160115,SHFE +934,BU1507.SHF,BU1507,沥青1507,20150116,20150715,SHFE +935,AL9805.SHF,AL9805,沪铝9805,19971223,19980515,SHFE +936,NI2501.SHF,NI2501,沪镍2501,20240116,20250115,SHFE +937,CU0208.SHF,CU0208,沪铜0208,20011012,20020815,SHFE +938,AL1512.SHF,AL1512,沪铝1512,20141216,20151215,SHFE +939,FU1607.SHF,FU1607,燃油1607,20150701,20160630,SHFE +940,RU2503.SHF,RU2503,橡胶2503,20240318,20250317,SHFE +941,CU1712.SHF,CU1712,沪铜1712,20161216,20171215,SHFE +942,CU0507.SHF,CU0507,沪铜0507,20040716,20050715,SHFE +943,AL0105.SHF,AL0105,沪铝0105,20001020,20010515,SHFE +944,AL1106.SHF,AL1106,沪铝1106,20100618,20110615,SHFE +945,AU1305.SHF,AU1305,沪金1305,20120516,20130515,SHFE +946,AU1412.SHF,AU1412,沪金1412,20131217,20141215,SHFE +947,AL9507.SHF,AL9507,沪铝9507,19950417,19950714,SHFE +948,CU0202.SHF,CU0202,沪铜0202,20010618,20020219,SHFE +949,CU0302.SHF,CU0302,沪铜0302,20020610,20030217,SHFE +950,RB1209.SHF,RB1209,螺纹钢1209,20110916,20120917,SHFE +951,FU2508.SHF,FU2508,燃油2508,20240801,20250731,SHFE +952,AO2506.SHF,AO2506,氧化铝2506,20240618,20250616,SHFE +953,AU1611.SHF,AU1611,沪金1611,20160816,20161115,SHFE +954,BU1505.SHF,BU1505,沥青1505,20141118,20150515,SHFE +955,RU9903.SHF,RU9903,橡胶9903,19980825,19990315,SHFE +956,AL1402.SHF,AL1402,沪铝1402,20130219,20140217,SHFE +957,NI1711.SHF,NI1711,沪镍1711,20161116,20171115,SHFE +958,ZN1607.SHF,ZN1607,沪锌1607,20150716,20160715,SHFE +959,RU0409.SHF,RU0409,橡胶0409,20030916,20040915,SHFE +960,HC1605.SHF,HC1605,热轧卷板1605,20150518,20160516,SHFE +961,WR2408.SHF,WR2408,线材2408,20230816,20240815,SHFE +962,PB2511.SHF,PB2511,沪铅2511,20241118,20251117,SHFE +963,FU2310.SHF,FU2310,燃油2310,20220926,20230928,SHFE +964,AL1605.SHF,AL1605,沪铝1605,20150518,20160516,SHFE +965,RB1510.SHF,RB1510,螺纹钢1510,20141016,20151015,SHFE +966,AG1306.SHF,AG1306,沪银1306,20120618,20130617,SHFE +967,CU1003.SHF,CU1003,沪铜1003,20090317,20100315,SHFE +968,CU1307.SHF,CU1307,沪铜1307,20120717,20130715,SHFE +969,RB2404.SHF,RB2404,螺纹钢2404,20230418,20240415,SHFE +970,FU2007.SHF,FU2007,燃油2007,20190701,20200630,SHFE +971,NI1709.SHF,NI1709,沪镍1709,20160920,20170915,SHFE +972,ZN2406.SHF,ZN2406,沪锌2406,20230616,20240617,SHFE +973,CU0411.SHF,CU0411,沪铜0411,20031118,20041115,SHFE +974,FU0808.SHF,FU0808,燃油0808,20070801,20080731,SHFE +975,NI2303.SHF,NI2303,沪镍2303,20220316,20230315,SHFE +976,BR2411.SHF,BR2411,丁二烯橡胶2411,20231116,20241115,SHFE +977,BU2405.SHF,BU2405,沥青2405,20230516,20240515,SHFE +978,SP2503.SHF,SP2503,纸浆2503,20240318,20250317,SHFE +979,AL9610.SHF,AL9610,沪铝9610,19960618,19961015,SHFE +980,CU2507.SHF,CU2507,沪铜2507,20240716,20250715,SHFE +981,BR2505.SHF,BR2505,丁二烯橡胶2505,20240516,20250515,SHFE +982,PB1502.SHF,PB1502,沪铅1502,20140218,20150210,SHFE +983,AU2412.SHF,AU2412,沪金2412,20231116,20241216,SHFE +984,HC1707.SHF,HC1707,热轧卷板1707,20160718,20170717,SHFE +985,FU1608.SHF,FU1608,燃油1608,20150803,20160729,SHFE +986,AL2511.SHF,AL2511,沪铝2511,20241118,20251117,SHFE +987,AU1102.SHF,AU1102,沪金1102,20100222,20110215,SHFE +988,FU1203.SHF,FU1203,燃油1203,20110301,20120229,SHFE +989,PB1410.SHF,PB1410,沪铅1410,20131016,20141015,SHFE +990,FU1808.SHF,FU1808,燃油1808,20170801,20180628,SHFE +991,CU1008.SHF,CU1008,沪铜1008,20090818,20100816,SHFE +992,NI1507.SHF,NI1507,沪镍1507,20150327,20150715,SHFE +993,SN1612.SHF,SN1612,沪锡1612,20151216,20161215,SHFE +994,SP2509.SHF,SP2509,纸浆2509,20240919,20250915,SHFE +995,AU1708.SHF,AU1708,沪金1708,20160718,20170815,SHFE +996,BR2511.SHF,BR2511,丁二烯橡胶2511,20241118,20251117,SHFE +997,FU0509.SHF,FU0509,燃油0509,20040901,20050831,SHFE +998,AL9801.SHF,AL9801,沪铝9801,19970909,19980115,SHFE +999,ZN2306.SHF,ZN2306,沪锌2306,20220616,20230615,SHFE +1000,AL0705.SHF,AL0705,沪铝0705,20060516,20070515,SHFE +1001,AU0911.SHF,AU0911,沪金0911,20081118,20091116,SHFE +1002,ZN0801.SHF,ZN0801,沪锌0801,20070326,20080115,SHFE +1003,WR1403.SHF,WR1403,线材1403,20130318,20140317,SHFE +1004,AO2502.SHF,AO2502,氧化铝2502,20240220,20250217,SHFE +1005,PB2312.SHF,PB2312,沪铅2312,20221216,20231215,SHFE +1006,AL1812.SHF,AL1812,沪铝1812,20171218,20181217,SHFE +1007,PB1812.SHF,PB1812,沪铅1812,20171218,20181217,SHFE +1008,CU1812.SHF,CU1812,沪铜1812,20171218,20181217,SHFE +1009,RB1812.SHF,RB1812,螺纹钢1812,20171218,20181217,SHFE +1010,ZN1812.SHF,ZN1812,沪锌1812,20171218,20181217,SHFE +1011,HC1812.SHF,HC1812,热轧卷板1812,20171218,20181217,SHFE +1012,AG1812.SHF,AG1812,沪银1812,20171218,20181217,SHFE +1013,WR1812.SHF,WR1812,线材1812,20171218,20180831,SHFE +1014,NI1812.SHF,NI1812,沪镍1812,20171218,20181217,SHFE +1015,SN1812.SHF,SN1812,沪锡1812,20171218,20181217,SHFE +1016,BU1912.SHF,BU1912,沥青1912,20171218,20191216,SHFE +1017,AU1803.SHF,AU1803,沪金1803,20171218,20180315,SHFE +1018,AL9602.SHF,AL9602,沪铝9602,19950908,19960215,SHFE +1019,FU1906.SHF,FU1906,燃油1906,20180601,20190531,SHFE +1020,WR1201.SHF,WR1201,线材1201,20110118,20120113,SHFE +1021,NI2507.SHF,NI2507,沪镍2507,20240716,20250715,SHFE +1022,RB1504.SHF,RB1504,螺纹钢1504,20140416,20150415,SHFE +1023,FU2205.SHF,FU2205,燃油2205,20210506,20220429,SHFE +1024,SN2403.SHF,SN2403,沪锡2403,20230316,20240315,SHFE +1025,SN1701.SHF,SN1701,沪锡1701,20160118,20170116,SHFE +1026,CU1408.SHF,CU1408,沪铜1408,20130816,20140815,SHFE +1027,ZN1012.SHF,ZN1012,沪锌1012,20091216,20101215,SHFE +1028,SN1603.SHF,SN1603,沪锡1603,20150327,20160315,SHFE +1029,RU0007.SHF,RU0007,橡胶0007,19991124,20000717,SHFE +1030,FU2510.SHF,FU2510,燃油2510,20241008,20250930,SHFE +1031,FU2110.SHF,FU2110,燃油2110,20200924,20210923,SHFE +1032,AL1510.SHF,AL1510,沪铝1510,20141016,20151015,SHFE +1033,AG1302.SHF,AG1302,沪银1302,20120510,20130218,SHFE +1034,CU0812.SHF,CU0812,沪铜0812,20071218,20081215,SHFE +1035,AU1111.SHF,AU1111,沪金1111,20101116,20111115,SHFE +1036,CU1707.SHF,CU1707,沪铜1707,20160718,20170717,SHFE +1037,AG1509.SHF,AG1509,沪银1509,20140916,20150915,SHFE +1038,RU0408.SHF,RU0408,橡胶0408,20030818,20040816,SHFE +1039,ZN2411.SHF,ZN2411,沪锌2411,20231116,20241115,SHFE +1040,BU2407.SHF,BU2407,沥青2407,20230718,20240715,SHFE +1041,CU0903.SHF,CU0903,沪铜0903,20080318,20090316,SHFE +1042,PB1708.SHF,PB1708,沪铅1708,20160816,20170815,SHFE +1043,RU1308.SHF,RU1308,橡胶1308,20120816,20130815,SHFE +1044,AU1006.SHF,AU1006,沪金1006,20090616,20100617,SHFE +1045,FU0512.SHF,FU0512,燃油0512,20041201,20051130,SHFE +1046,FU1005.SHF,FU1005,燃油1005,20090504,20100430,SHFE +1047,AG1501.SHF,AG1501,沪银1501,20140116,20150115,SHFE +1048,ZN2409.SHF,ZN2409,沪锌2409,20230918,20240918,SHFE +1049,AL0010.SHF,AL0010,沪铝0010,20000217,20001016,SHFE +1050,HC1505.SHF,HC1505,热轧卷板1505,20140516,20150515,SHFE +1051,AG2105.SHF,AG2105,沪银2105,20200518,20210517,SHFE +1052,AL2105.SHF,AL2105,沪铝2105,20200518,20210517,SHFE +1053,AU2106.SHF,AU2106,沪金2106,20200518,20210615,SHFE +1054,BU2011.SHF,BU2011,沥青2011,20200518,20201116,SHFE +1055,CU2105.SHF,CU2105,沪铜2105,20200518,20210517,SHFE +1056,HC2105.SHF,HC2105,热轧卷板2105,20200518,20210517,SHFE +1057,NI2105.SHF,NI2105,沪镍2105,20200518,20210517,SHFE +1058,PB2105.SHF,PB2105,沪铅2105,20200518,20210517,SHFE +1059,RB2105.SHF,RB2105,螺纹钢2105,20200518,20210517,SHFE +1060,RU2105.SHF,RU2105,橡胶2105,20200518,20210517,SHFE +1061,SN2105.SHF,SN2105,沪锡2105,20200518,20210517,SHFE +1062,SP2105.SHF,SP2105,纸浆2105,20200518,20210517,SHFE +1063,SS2105.SHF,SS2105,不锈钢2105,20200518,20210517,SHFE +1064,WR2105.SHF,WR2105,线材2105,20200518,20210517,SHFE +1065,ZN2105.SHF,ZN2105,沪锌2105,20200518,20210517,SHFE +1066,RB1609.SHF,RB1609,螺纹钢1609,20150916,20160919,SHFE +1067,PB1607.SHF,PB1607,沪铅1607,20150716,20160715,SHFE +1068,FU2103.SHF,FU2103,燃油2103,20200302,20210226,SHFE +1069,AL0309.SHF,AL0309,沪铝0309,20030110,20030915,SHFE +1070,FU1410.SHF,FU1410,燃油1410,20131008,20140930,SHFE +1071,HC1607.SHF,HC1607,热轧卷板1607,20150716,20160715,SHFE +1072,AU1403.SHF,AU1403,沪金1403,20130318,20140317,SHFE +1073,AL0707.SHF,AL0707,沪铝0707,20060718,20070716,SHFE +1074,RU1209.SHF,RU1209,橡胶1209,20110916,20120917,SHFE +1075,PB1301.SHF,PB1301,沪铅1301,20120116,20130115,SHFE +1076,CU9604.SHF,CU9604,沪铜9604,19950717,19960415,SHFE +1077,FU0605.SHF,FU0605,燃油0605,20050509,20060428,SHFE +1078,AG1705.SHF,AG1705,沪银1705,20160517,20170515,SHFE +1079,ZN1110.SHF,ZN1110,沪锌1110,20101018,20111017,SHFE +1080,AL0304.SHF,AL0304,沪铝0304,20020910,20030415,SHFE +1081,ZN1112.SHF,ZN1112,沪锌1112,20101216,20111215,SHFE +1082,CU1002.SHF,CU1002,沪铜1002,20090217,20100209,SHFE +1083,RU9909.SHF,RU9909,橡胶9909,19990504,19990915,SHFE +1084,AL1703.SHF,AL1703,沪铝1703,20160316,20170315,SHFE +1085,ZN2404.SHF,ZN2404,沪锌2404,20230418,20240415,SHFE +1086,ZN2507.SHF,ZN2507,沪锌2507,20240716,20250715,SHFE +1087,WR0912.SHF,WR0912,线材0912,20090327,20091215,SHFE +1088,BU2401.SHF,BU2401,沥青2401,20230117,20240115,SHFE +1089,WR1301.SHF,WR1301,线材1301,20120116,20130115,SHFE +1090,AU1303.SHF,AU1303,沪金1303,20120316,20130315,SHFE +1091,RU1508.SHF,RU1508,橡胶1508,20140818,20150817,SHFE +1092,RB2407.SHF,RB2407,螺纹钢2407,20230718,20240715,SHFE +1093,ZN0809.SHF,ZN0809,沪锌0809,20070918,20080916,SHFE +1094,SN1510.SHF,SN1510,沪锡1510,20150327,20151015,SHFE +1095,AL1602.SHF,AL1602,沪铝1602,20150216,20160215,SHFE +1096,FU2305.SHF,FU2305,燃油2305,20220505,20230428,SHFE +1097,AL2410.SHF,AL2410,沪铝2410,20231017,20241015,SHFE +1098,CU2410.SHF,CU2410,沪铜2410,20231017,20241015,SHFE +1099,ZN2410.SHF,ZN2410,沪锌2410,20231017,20241015,SHFE +1100,PB2410.SHF,PB2410,沪铅2410,20231017,20241015,SHFE +1101,NI2410.SHF,NI2410,沪镍2410,20231017,20241015,SHFE +1102,SN2410.SHF,SN2410,沪锡2410,20231017,20241015,SHFE +1103,RU2410.SHF,RU2410,橡胶2410,20231017,20241015,SHFE +1104,BU2410.SHF,BU2410,沥青2410,20231017,20241015,SHFE +1105,SP2410.SHF,SP2410,纸浆2410,20231017,20241015,SHFE +1106,AU2401.SHF,AU2401,沪金2401,20231017,20240115,SHFE +1107,AG2410.SHF,AG2410,沪银2410,20231017,20241015,SHFE +1108,RB2410.SHF,RB2410,螺纹钢2410,20231017,20241015,SHFE +1109,WR2410.SHF,WR2410,线材2410,20231017,20241015,SHFE +1110,HC2410.SHF,HC2410,热轧卷板2410,20231017,20241015,SHFE +1111,SS2410.SHF,SS2410,不锈钢2410,20231017,20241015,SHFE +1112,AO2410.SHF,AO2410,氧化铝2410,20231017,20241015,SHFE +1113,BR2410.SHF,BR2410,丁二烯橡胶2410,20231017,20241015,SHFE +1114,PB1611.SHF,PB1611,沪铅1611,20151117,20161115,SHFE +1115,SS2304.SHF,SS2304,不锈钢2304,20220418,20230417,SHFE +1116,SN1706.SHF,SN1706,沪锡1706,20160616,20170615,SHFE +1117,BU2304.SHF,BU2304,沥青2304,20220418,20230417,SHFE +1118,FU2407.SHF,FU2407,燃油2407,20230703,20240628,SHFE +1119,HC1504.SHF,HC1504,热轧卷板1504,20140416,20150415,SHFE +1120,CU9701.SHF,CU9701,沪铜9701,19960626,19970115,SHFE +1121,HC1612.SHF,HC1612,热轧卷板1612,20151216,20161215,SHFE +1122,AL1009.SHF,AL1009,沪铝1009,20090916,20100915,SHFE +1123,RU0910.SHF,RU0910,橡胶0910,20081016,20091015,SHFE +1124,CU0211.SHF,CU0211,沪铜0211,20020305,20021115,SHFE +1125,CU0610.SHF,CU0610,沪铜0610,20051018,20061016,SHFE +1126,BU1510.SHF,BU1510,沥青1510,20150416,20151015,SHFE +1127,AL2012.SHF,AL2012,沪铝2012,20191217,20201215,SHFE +1128,CU2012.SHF,CU2012,沪铜2012,20191217,20201215,SHFE +1129,ZN2012.SHF,ZN2012,沪锌2012,20191217,20201215,SHFE +1130,PB2012.SHF,PB2012,沪铅2012,20191217,20201215,SHFE +1131,NI2012.SHF,NI2012,沪镍2012,20191217,20201215,SHFE +1132,SN2012.SHF,SN2012,沪锡2012,20191217,20201215,SHFE +1133,BU2112.SHF,BU2112,沥青2112,20191217,20211215,SHFE +1134,AU2003.SHF,AU2003,沪金2003,20191217,20200316,SHFE +1135,AG2012.SHF,AG2012,沪银2012,20191217,20201215,SHFE +1136,RB2012.SHF,RB2012,螺纹钢2012,20191217,20201215,SHFE +1137,WR2012.SHF,WR2012,线材2012,20191217,20201215,SHFE +1138,HC2012.SHF,HC2012,热轧卷板2012,20191217,20201215,SHFE +1139,SS2012.SHF,SS2012,不锈钢2012,20191217,20201215,SHFE +1140,SP2012.SHF,SP2012,纸浆2012,20191217,20201215,SHFE +1141,FU1711.SHF,FU1711,燃油1711,20161101,20171031,SHFE +1142,RU0407.SHF,RU0407,橡胶0407,20030716,20040715,SHFE +1143,NI2401.SHF,NI2401,沪镍2401,20230117,20240115,SHFE +1144,AL0611.SHF,AL0611,沪铝0611,20051116,20061115,SHFE +1145,ZN1602.SHF,ZN1602,沪锌1602,20150216,20160215,SHFE +1146,AL1607.SHF,AL1607,沪铝1607,20150716,20160715,SHFE +1147,RU1104.SHF,RU1104,橡胶1104,20100416,20110415,SHFE +1148,RU9701.SHF,RU9701,橡胶9701,19961115,19970115,SHFE +1149,AU1408.SHF,AU1408,沪金1408,20130816,20140815,SHFE +1150,RU1401.SHF,RU1401,橡胶1401,20130116,20140115,SHFE +1151,AU1402.SHF,AU1402,沪金1402,20130219,20140217,SHFE +1152,AL0605.SHF,AL0605,沪铝0605,20050517,20060515,SHFE +1153,CU0403.SHF,CU0403,沪铜0403,20030318,20040315,SHFE +1154,HC2403.SHF,HC2403,热轧卷板2403,20230316,20240315,SHFE +1155,CU9705.SHF,CU9705,沪铜9705,19960815,19970515,SHFE +1156,RU1710.SHF,RU1710,橡胶1710,20161018,20171016,SHFE +1157,WR1604.SHF,WR1604,线材1604,20150416,20160415,SHFE +1158,RU1705.SHF,RU1705,橡胶1705,20160517,20170515,SHFE +1159,AL0711.SHF,AL0711,沪铝0711,20061116,20071115,SHFE +1160,ZN2212.SHF,ZN2212,沪锌2212,20211216,20221215,SHFE +1161,AL0809.SHF,AL0809,沪铝0809,20070918,20080916,SHFE +1162,PB1311.SHF,PB1311,沪铅1311,20121116,20131115,SHFE +1163,RU9610.SHF,RU9610,橡胶9610,19960524,19960611,SHFE +1164,AU1409.SHF,AU1409,沪金1409,20140617,20140915,SHFE +1165,FU2208.SHF,FU2208,燃油2208,20210802,20220729,SHFE +1166,BU2404.SHF,BU2404,沥青2404,20230418,20240415,SHFE +1167,FU2308.SHF,FU2308,燃油2308,20220801,20230731,SHFE +1168,RB2312.SHF,RB2312,螺纹钢2312,20221216,20231215,SHFE +1169,CU9904.SHF,CU9904,沪铜9904,19980812,19990415,SHFE +1170,AL2304.SHF,AL2304,沪铝2304,20220418,20230417,SHFE +1171,BU1603.SHF,BU1603,沥青1603,20140318,20160315,SHFE +1172,AL0710.SHF,AL0710,沪铝0710,20061017,20071015,SHFE +1173,RU2408.SHF,RU2408,橡胶2408,20230816,20240815,SHFE +1174,AL9510.SHF,AL9510,沪铝9510,19950531,19951013,SHFE +1175,HC1508.SHF,HC1508,热轧卷板1508,20140818,20150817,SHFE +1176,AL0108.SHF,AL0108,沪铝0108,20001109,20010815,SHFE +1177,SP2412.SHF,SP2412,纸浆2412,20231218,20241216,SHFE +1178,PB1211.SHF,PB1211,沪铅1211,20111116,20121115,SHFE +1179,RB2311.SHF,RB2311,螺纹钢2311,20221116,20231115,SHFE +1180,HC1506.SHF,HC1506,热轧卷板1506,20140617,20150615,SHFE +1181,RU1506.SHF,RU1506,橡胶1506,20140617,20150615,SHFE +1182,NI1707.SHF,NI1707,沪镍1707,20160718,20170717,SHFE +1183,AL1603.SHF,AL1603,沪铝1603,20150317,20160315,SHFE +1184,AL1111.SHF,AL1111,沪铝1111,20101116,20111115,SHFE +1185,AL1508.SHF,AL1508,沪铝1508,20140818,20150817,SHFE +1186,HC2212.SHF,HC2212,热轧卷板2212,20211216,20221215,SHFE +1187,FU0801.SHF,FU0801,燃油0801,20070104,20071228,SHFE +1188,AL0703.SHF,AL0703,沪铝0703,20060316,20070315,SHFE +1189,CU0701.SHF,CU0701,沪铜0701,20060117,20070115,SHFE +1190,WR2511.SHF,WR2511,线材2511,20241118,20251117,SHFE +1191,RB1704.SHF,RB1704,螺纹钢1704,20160418,20170417,SHFE +1192,RU2409.SHF,RU2409,橡胶2409,20230918,20240918,SHFE +1193,RU1511.SHF,RU1511,橡胶1511,20141118,20151116,SHFE +1194,HC1704.SHF,HC1704,热轧卷板1704,20160418,20170417,SHFE +1195,ZN1104.SHF,ZN1104,沪锌1104,20100416,20110415,SHFE +1196,AU2211.SHF,AU2211,沪金2211,20220816,20221115,SHFE +1197,AL1312.SHF,AL1312,沪铝1312,20121218,20131216,SHFE +1198,CU0609.SHF,CU0609,沪铜0609,20050916,20060915,SHFE +1199,WR1408.SHF,WR1408,线材1408,20130816,20140815,SHFE +1200,AG2309.SHF,AG2309,沪银2309,20220916,20230915,SHFE +1201,FU2502.SHF,FU2502,燃油2502,20240201,20250131,SHFE +1202,ZN1406.SHF,ZN1406,沪锌1406,20130618,20140616,SHFE +1203,WR1602.SHF,WR1602,线材1602,20150216,20160215,SHFE +1204,SP1906.SHF,SP1906,纸浆1906,20181127,20190617,SHFE +1205,SP1907.SHF,SP1907,纸浆1907,20181127,20190715,SHFE +1206,SP1908.SHF,SP1908,纸浆1908,20181127,20190815,SHFE +1207,SP1909.SHF,SP1909,纸浆1909,20181127,20190916,SHFE +1208,SP1910.SHF,SP1910,纸浆1910,20181127,20191015,SHFE +1209,SP1911.SHF,SP1911,纸浆1911,20181127,20191115,SHFE +1210,ZN0803.SHF,ZN0803,沪锌0803,20070326,20080317,SHFE +1211,ZN1202.SHF,ZN1202,沪锌1202,20110216,20120215,SHFE +1212,ZN1306.SHF,ZN1306,沪锌1306,20120618,20130617,SHFE +1213,FU1504.SHF,FU1504,燃油1504,20140401,20150331,SHFE +1214,ZN0905.SHF,ZN0905,沪锌0905,20080516,20090515,SHFE +1215,RU1208.SHF,RU1208,橡胶1208,20110816,20120815,SHFE +1216,ZN1511.SHF,ZN1511,沪锌1511,20141118,20151116,SHFE +1217,SS2311.SHF,SS2311,不锈钢2311,20221116,20231115,SHFE +1218,SS2312.SHF,SS2312,不锈钢2312,20221216,20231215,SHFE +1219,AL1110.SHF,AL1110,沪铝1110,20101018,20111017,SHFE +1220,CU1602.SHF,CU1602,沪铜1602,20150216,20160215,SHFE +1221,WR1204.SHF,WR1204,线材1204,20110418,20120416,SHFE +1222,CU0912.SHF,CU0912,沪铜0912,20081216,20091215,SHFE +1223,RB2403.SHF,RB2403,螺纹钢2403,20230316,20240315,SHFE +1224,AL2104.SHF,AL2104,沪铝2104,20200416,20210415,SHFE +1225,CU2104.SHF,CU2104,沪铜2104,20200416,20210415,SHFE +1226,ZN2104.SHF,ZN2104,沪锌2104,20200416,20210415,SHFE +1227,PB2104.SHF,PB2104,沪铅2104,20200416,20210415,SHFE +1228,NI2104.SHF,NI2104,沪镍2104,20200416,20210415,SHFE +1229,SN2104.SHF,SN2104,沪锡2104,20200416,20210415,SHFE +1230,RU2104.SHF,RU2104,橡胶2104,20200416,20210415,SHFE +1231,AG2104.SHF,AG2104,沪银2104,20200416,20210415,SHFE +1232,RB2104.SHF,RB2104,螺纹钢2104,20200416,20210415,SHFE +1233,WR2104.SHF,WR2104,线材2104,20200416,20210415,SHFE +1234,HC2104.SHF,HC2104,热轧卷板2104,20200416,20210415,SHFE +1235,SP2104.SHF,SP2104,纸浆2104,20200416,20210415,SHFE +1236,AU2007.SHF,AU2007,沪金2007,20200416,20200715,SHFE +1237,BU2010.SHF,BU2010,沥青2010,20200416,20201015,SHFE +1238,SS2104.SHF,SS2104,不锈钢2104,20200416,20210415,SHFE +1239,WR1111.SHF,WR1111,线材1111,20101116,20111115,SHFE +1240,CU2309.SHF,CU2309,沪铜2309,20220916,20230915,SHFE +1241,AL2406.SHF,AL2406,沪铝2406,20230616,20240617,SHFE +1242,CU0704.SHF,CU0704,沪铜0704,20060418,20070416,SHFE +1243,FU1908.SHF,FU1908,燃油1908,20180801,20190731,SHFE +1244,ZN0904.SHF,ZN0904,沪锌0904,20080416,20090415,SHFE +1245,RU0903.SHF,RU0903,橡胶0903,20080318,20090316,SHFE +1246,FU1306.SHF,FU1306,燃油1306,20120601,20130531,SHFE +1247,PB2309.SHF,PB2309,沪铅2309,20220916,20230915,SHFE +1248,BU2512.SHF,BU2512,沥青2512,20231218,20251215,SHFE +1249,RU1501.SHF,RU1501,橡胶1501,20140116,20150115,SHFE +1250,RU0207.SHF,RU0207,橡胶0207,20020329,20020715,SHFE +1251,CU1005.SHF,CU1005,沪铜1005,20090518,20100517,SHFE +1252,AU2312.SHF,AU2312,沪金2312,20221116,20231215,SHFE +1253,SP2502.SHF,SP2502,纸浆2502,20240220,20250217,SHFE +1254,HC1711.SHF,HC1711,热轧卷板1711,20161116,20171115,SHFE +1255,ZN2405.SHF,ZN2405,沪锌2405,20230516,20240515,SHFE +1256,CU0607.SHF,CU0607,沪铜0607,20050718,20060717,SHFE +1257,WR2211.SHF,WR2211,线材2211,20211116,20221115,SHFE +1258,SN2008.SHF,SN2008,沪锡2008,20190816,20200817,SHFE +1259,NI2008.SHF,NI2008,沪镍2008,20190816,20200817,SHFE +1260,ZN2008.SHF,ZN2008,沪锌2008,20190816,20200817,SHFE +1261,AL2008.SHF,AL2008,沪铝2008,20190816,20200817,SHFE +1262,CU2008.SHF,CU2008,沪铜2008,20190816,20200817,SHFE +1263,HC2008.SHF,HC2008,热轧卷板2008,20190816,20200817,SHFE +1264,RB2008.SHF,RB2008,螺纹钢2008,20190816,20200817,SHFE +1265,AG2008.SHF,AG2008,沪银2008,20190816,20200817,SHFE +1266,PB2008.SHF,PB2008,沪铅2008,20190816,20200817,SHFE +1267,WR2008.SHF,WR2008,线材2008,20190816,20200817,SHFE +1268,SP2008.SHF,SP2008,纸浆2008,20190816,20200817,SHFE +1269,RU2008.SHF,RU2008,橡胶2008,20190816,20200817,SHFE +1270,BU2002.SHF,BU2002,沥青2002,20190816,20200217,SHFE +1271,AU1911.SHF,AU1911,沪金1911,20190816,20191115,SHFE +1272,FU1702.SHF,FU1702,燃油1702,20160201,20170126,SHFE +1273,RU0901.SHF,RU0901,橡胶0901,20080116,20090115,SHFE +1274,FU2008.SHF,FU2008,燃油2008,20190801,20200731,SHFE +1275,CU9902.SHF,CU9902,沪铜9902,19980803,19990212,SHFE +1276,RB2212.SHF,RB2212,螺纹钢2212,20211216,20221215,SHFE +1277,AU0810.SHF,AU0810,沪金0810,20080109,20081015,SHFE +1278,SS2404.SHF,SS2404,不锈钢2404,20230418,20240415,SHFE +1279,SN2507.SHF,SN2507,沪锡2507,20240716,20250715,SHFE +1280,FU0905.SHF,FU0905,燃油0905,20080505,20090430,SHFE +1281,RU0701.SHF,RU0701,橡胶0701,20060117,20070115,SHFE +1282,FU1307.SHF,FU1307,燃油1307,20120702,20130628,SHFE +1283,FU2005.SHF,FU2005,燃油2005,20190506,20200430,SHFE +1284,WR2508.SHF,WR2508,线材2508,20240816,20250815,SHFE +1285,CU2310.SHF,CU2310,沪铜2310,20221018,20231016,SHFE +1286,CU2511.SHF,CU2511,沪铜2511,20241118,20251117,SHFE +1287,AG1402.SHF,AG1402,沪银1402,20130219,20140217,SHFE +1288,AG2404.SHF,AG2404,沪银2404,20230418,20240415,SHFE +1289,SN1707.SHF,SN1707,沪锡1707,20160718,20170717,SHFE +1290,CU9606.SHF,CU9606,沪铜9606,19951110,19960614,SHFE +1291,BR2510.SHF,BR2510,丁二烯橡胶2510,20241016,20251015,SHFE +1292,AO2505.SHF,AO2505,氧化铝2505,20240516,20250515,SHFE +1293,RB1705.SHF,RB1705,螺纹钢1705,20160517,20170515,SHFE +1294,WR1011.SHF,WR1011,线材1011,20091117,20101115,SHFE +1295,ZN1502.SHF,ZN1502,沪锌1502,20140218,20150210,SHFE +1296,SS2211.SHF,SS2211,不锈钢2211,20211116,20221115,SHFE +1297,CU0305.SHF,CU0305,沪铜0305,20020906,20030515,SHFE +1298,AL1709.SHF,AL1709,沪铝1709,20160920,20170915,SHFE +1299,ZN2312.SHF,ZN2312,沪锌2312,20221216,20231215,SHFE +1300,AG2506.SHF,AG2506,沪银2506,20240618,20250616,SHFE +1301,PB1609.SHF,PB1609,沪铅1609,20150916,20160919,SHFE +1302,SN2306.SHF,SN2306,沪锡2306,20220616,20230615,SHFE +1303,PB1305.SHF,PB1305,沪铅1305,20120516,20130515,SHFE +1304,CU9507.SHF,CU9507,沪铜9507,19950417,19950714,SHFE +1305,AL1505.SHF,AL1505,沪铝1505,20140516,20150515,SHFE +1306,RB2503.SHF,RB2503,螺纹钢2503,20240318,20250317,SHFE +1307,RU0106.SHF,RU0106,橡胶0106,20000925,20010615,SHFE +1308,AL1410.SHF,AL1410,沪铝1410,20131016,20141015,SHFE +1309,FU1007.SHF,FU1007,燃油1007,20090701,20100630,SHFE +1310,AU1012.SHF,AU1012,沪金1012,20091216,20101215,SHFE +1311,RU1701.SHF,RU1701,橡胶1701,20160118,20170116,SHFE +1312,RB1008.SHF,RB1008,螺纹钢1008,20090818,20100816,SHFE +1313,ZN2502.SHF,ZN2502,沪锌2502,20240220,20250217,SHFE +1314,RU1510.SHF,RU1510,橡胶1510,20141016,20151015,SHFE +1315,CU1112.SHF,CU1112,沪铜1112,20101216,20111215,SHFE +1316,AG1704.SHF,AG1704,沪银1704,20160418,20170417,SHFE +1317,CU2306.SHF,CU2306,沪铜2306,20220616,20230615,SHFE +1318,PB2501.SHF,PB2501,沪铅2501,20240116,20250115,SHFE +1319,AU1405.SHF,AU1405,沪金1405,20130516,20140515,SHFE +1320,FU2009.SHF,FU2009,燃油2009,20190902,20200831,SHFE +1321,AG1409.SHF,AG1409,沪银1409,20130917,20140915,SHFE +1322,RB2303.SHF,RB2303,螺纹钢2303,20220316,20230315,SHFE +1323,SS2510.SHF,SS2510,不锈钢2510,20241016,20251015,SHFE +1324,AL1802.SHF,AL1802,沪铝1802,20170216,20180209,SHFE +1325,CU1802.SHF,CU1802,沪铜1802,20170216,20180209,SHFE +1326,ZN1802.SHF,ZN1802,沪锌1802,20170216,20180209,SHFE +1327,PB1802.SHF,PB1802,沪铅1802,20170216,20180209,SHFE +1328,NI1802.SHF,NI1802,沪镍1802,20170216,20180209,SHFE +1329,SN1802.SHF,SN1802,沪锡1802,20170216,20180209,SHFE +1330,BU1708.SHF,BU1708,沥青1708,20170216,20170815,SHFE +1331,AU1705.SHF,AU1705,沪金1705,20170216,20170515,SHFE +1332,AG1802.SHF,AG1802,沪银1802,20170216,20180209,SHFE +1333,RB1802.SHF,RB1802,螺纹钢1802,20170216,20180209,SHFE +1334,WR1802.SHF,WR1802,线材1802,20170216,20180209,SHFE +1335,HC1802.SHF,HC1802,热轧卷板1802,20170216,20180209,SHFE +1336,ZN1205.SHF,ZN1205,沪锌1205,20110517,20120515,SHFE +1337,WR1206.SHF,WR1206,线材1206,20110616,20120615,SHFE +1338,RB1702.SHF,RB1702,螺纹钢1702,20160216,20170215,SHFE +1339,AO2409.SHF,AO2409,氧化铝2409,20230918,20240918,SHFE +1340,CU1504.SHF,CU1504,沪铜1504,20140416,20150415,SHFE +1341,SS2504.SHF,SS2504,不锈钢2504,20240416,20250415,SHFE +1342,FU1008.SHF,FU1008,燃油1008,20090803,20100730,SHFE +1343,AU1304.SHF,AU1304,沪金1304,20120417,20130415,SHFE +1344,CU9711.SHF,CU9711,沪铜9711,19970516,19971114,SHFE +1345,AU2305.SHF,AU2305,沪金2305,20230216,20230515,SHFE +1346,RU9511.SHF,RU9511,橡胶9511,19950622,19951114,SHFE +1347,AG1601.SHF,AG1601,沪银1601,20150116,20160115,SHFE +1348,RU9809.SHF,RU9809,橡胶9809,19980513,19980915,SHFE +1349,AU1501.SHF,AU1501,沪金1501,20141016,20150115,SHFE +1350,CU9703.SHF,CU9703,沪铜9703,19960730,19970314,SHFE +1351,AG1406.SHF,AG1406,沪银1406,20130618,20140616,SHFE +1352,SP2403.SHF,SP2403,纸浆2403,20230316,20240315,SHFE +1353,CU1510.SHF,CU1510,沪铜1510,20141016,20151015,SHFE +1354,ZN1705.SHF,ZN1705,沪锌1705,20160517,20170515,SHFE +1355,RU1608.SHF,RU1608,橡胶1608,20150818,20160815,SHFE +1356,RB2401.SHF,RB2401,螺纹钢2401,20230117,20240115,SHFE +1357,FU1408.SHF,FU1408,燃油1408,20130801,20140731,SHFE +1358,AL9904.SHF,AL9904,沪铝9904,19981130,19990415,SHFE +1359,SN2312.SHF,SN2312,沪锡2312,20221216,20231215,SHFE +1360,AG1708.SHF,AG1708,沪银1708,20160816,20170815,SHFE +1361,HC1509.SHF,HC1509,热轧卷板1509,20140916,20150915,SHFE +1362,CU0406.SHF,CU0406,沪铜0406,20030617,20040615,SHFE +1363,FU2406.SHF,FU2406,燃油2406,20230601,20240531,SHFE +1364,RB1104.SHF,RB1104,螺纹钢1104,20100416,20110415,SHFE +1365,FU2210.SHF,FU2210,燃油2210,20210924,20220923,SHFE +1366,AL1408.SHF,AL1408,沪铝1408,20130816,20140815,SHFE +1367,ZN1611.SHF,ZN1611,沪锌1611,20151117,20161115,SHFE +1368,FU1803.SHF,FU1803,燃油1803,20170301,20180228,SHFE +1369,BU2412.SHF,BU2412,沥青2412,20221216,20241216,SHFE +1370,ZN0806.SHF,ZN0806,沪锌0806,20070618,20080616,SHFE +1371,NI1703.SHF,NI1703,沪镍1703,20160316,20170315,SHFE +1372,FU2409.SHF,FU2409,燃油2409,20230901,20240830,SHFE +1373,PB1404.SHF,PB1404,沪铅1404,20130416,20140415,SHFE +1374,RB1303.SHF,RB1303,螺纹钢1303,20120316,20130315,SHFE +1375,AL9907.SHF,AL9907,沪铝9907,19990302,19990715,SHFE +1376,CU1607.SHF,CU1607,沪铜1607,20150716,20160715,SHFE +1377,RU2509.SHF,RU2509,橡胶2509,20240919,20250915,SHFE +1378,RU0104.SHF,RU0104,橡胶0104,20000728,20010416,SHFE +1379,WR2506.SHF,WR2506,线材2506,20240618,20250616,SHFE +1380,PB1705.SHF,PB1705,沪铅1705,20160517,20170515,SHFE +1381,PB2212.SHF,PB2212,沪铅2212,20211216,20221215,SHFE +1382,WR1608.SHF,WR1608,线材1608,20150818,20160815,SHFE +1383,AL0112.SHF,AL0112,沪铝0112,20010510,20011217,SHFE +1384,RU0507.SHF,RU0507,橡胶0507,20040716,20050715,SHFE +1385,AG1403.SHF,AG1403,沪银1403,20130318,20140317,SHFE +1386,BU1809.SHF,BU1809,沥青1809,20160920,20180917,SHFE +1387,BU2502.SHF,BU2502,沥青2502,20240220,20250217,SHFE +1388,CU1909.SHF,CU1909,沪铜1909,20180918,20190916,SHFE +1389,AL1909.SHF,AL1909,沪铝1909,20180918,20190916,SHFE +1390,ZN1909.SHF,ZN1909,沪锌1909,20180918,20190916,SHFE +1391,PB1909.SHF,PB1909,沪铅1909,20180918,20190916,SHFE +1392,NI1909.SHF,NI1909,沪镍1909,20180918,20190916,SHFE +1393,SN1909.SHF,SN1909,沪锡1909,20180918,20190916,SHFE +1394,AU1910.SHF,AU1910,沪金1910,20180918,20191015,SHFE +1395,AG1909.SHF,AG1909,沪银1909,20180918,20190916,SHFE +1396,RB1909.SHF,RB1909,螺纹钢1909,20180918,20190916,SHFE +1397,HC1909.SHF,HC1909,热轧卷板1909,20180918,20190916,SHFE +1398,BU2009.SHF,BU2009,沥青2009,20180918,20200915,SHFE +1399,RU1909.SHF,RU1909,橡胶1909,20180918,20190916,SHFE +1400,AU2304.SHF,AU2304,沪金2304,20220316,20230417,SHFE +1401,CU9707.SHF,CU9707,沪铜9707,19961128,19970715,SHFE +1402,FU1412.SHF,FU1412,燃油1412,20131202,20141128,SHFE +1403,RU0705.SHF,RU0705,橡胶0705,20060516,20070515,SHFE +1404,FU1903.SHF,FU1903,燃油1903,20180301,20190228,SHFE +1405,ZN1010.SHF,ZN1010,沪锌1010,20091016,20101015,SHFE +1406,SS2509.SHF,SS2509,不锈钢2509,20240919,20250915,SHFE +1407,RB1403.SHF,RB1403,螺纹钢1403,20130318,20140317,SHFE +1408,ZN1304.SHF,ZN1304,沪锌1304,20120417,20130415,SHFE +1409,RB1309.SHF,RB1309,螺纹钢1309,20120918,20130916,SHFE +1410,AL9606.SHF,AL9606,沪铝9606,19960311,19960614,SHFE +1411,RB1401.SHF,RB1401,螺纹钢1401,20130116,20140115,SHFE +1412,CU1403.SHF,CU1403,沪铜1403,20130318,20140317,SHFE +1413,PB1209.SHF,PB1209,沪铅1209,20110916,20120917,SHFE +1414,CU9907.SHF,CU9907,沪铜9907,19981203,19990715,SHFE +1415,PB1511.SHF,PB1511,沪铅1511,20141118,20151116,SHFE +1416,CU0002.SHF,CU0002,沪铜0002,19990701,20000215,SHFE +1417,WR1312.SHF,WR1312,线材1312,20121218,20131216,SHFE +1418,SP2505.SHF,SP2505,纸浆2505,20240516,20250515,SHFE +1419,CU1204.SHF,CU1204,沪铜1204,20110418,20120416,SHFE +1420,AL0212.SHF,AL0212,沪铝0212,20020320,20021216,SHFE +1421,FU1509.SHF,FU1509,燃油1509,20140901,20150831,SHFE +1422,SP2303.SHF,SP2303,纸浆2303,20220316,20230315,SHFE +1423,HC1411.SHF,HC1411,热轧卷板1411,20140321,20141117,SHFE +1424,AG1808.SHF,AG1808,沪银1808,20170816,20180815,SHFE +1425,AL1808.SHF,AL1808,沪铝1808,20170816,20180815,SHFE +1426,PB1808.SHF,PB1808,沪铅1808,20170816,20180815,SHFE +1427,CU1808.SHF,CU1808,沪铜1808,20170816,20180815,SHFE +1428,BU1802.SHF,BU1802,沥青1802,20170816,20180209,SHFE +1429,ZN1808.SHF,ZN1808,沪锌1808,20170816,20180815,SHFE +1430,SN1808.SHF,SN1808,沪锡1808,20170816,20180815,SHFE +1431,RU1808.SHF,RU1808,橡胶1808,20170816,20180815,SHFE +1432,RB1808.SHF,RB1808,螺纹钢1808,20170816,20180815,SHFE +1433,NI1808.SHF,NI1808,沪镍1808,20170816,20180815,SHFE +1434,HC1808.SHF,HC1808,热轧卷板1808,20170816,20180815,SHFE +1435,AU1711.SHF,AU1711,沪金1711,20170816,20171115,SHFE +1436,WR1808.SHF,WR1808,线材1808,20170816,20180815,SHFE +1437,AL0211.SHF,AL0211,沪铝0211,20020320,20021115,SHFE +1438,AL1503.SHF,AL1503,沪铝1503,20140318,20150316,SHFE +1439,RU1411.SHF,RU1411,橡胶1411,20131118,20141117,SHFE +1440,SS2310.SHF,SS2310,不锈钢2310,20221018,20231016,SHFE +1441,ZN0901.SHF,ZN0901,沪锌0901,20080116,20090115,SHFE +1442,AU1605.SHF,AU1605,沪金1605,20160216,20160516,SHFE +1443,CU1301.SHF,CU1301,沪铜1301,20120116,20130115,SHFE +1444,ZN1308.SHF,ZN1308,沪锌1308,20120816,20130815,SHFE +1445,CU0605.SHF,CU0605,沪铜0605,20050517,20060515,SHFE +1446,RU1107.SHF,RU1107,橡胶1107,20100716,20110715,SHFE +1447,SP2411.SHF,SP2411,纸浆2411,20231116,20241115,SHFE +1448,CU9710.SHF,CU9710,沪铜9710,19970331,19971015,SHFE +1449,FU1807.SHF,FU1807,燃油1807,20170703,20180628,SHFE +1450,BU1512.SHF,BU1512,沥青1512,20131217,20151215,SHFE +1451,HC2409.SHF,HC2409,热轧卷板2409,20230918,20240918,SHFE +1452,AL0505.SHF,AL0505,沪铝0505,20040518,20050516,SHFE +1453,RB1308.SHF,RB1308,螺纹钢1308,20120816,20130815,SHFE +1454,CU1205.SHF,CU1205,沪铜1205,20110517,20120515,SHFE +1455,NI2508.SHF,NI2508,沪镍2508,20240816,20250815,SHFE +1456,PB1312.SHF,PB1312,沪铅1312,20121218,20131216,SHFE +1457,PB1501.SHF,PB1501,沪铅1501,20140116,20150115,SHFE +1458,AL0001.SHF,AL0001,沪铝0001,19990804,20000117,SHFE +1459,NI1508.SHF,NI1508,沪镍1508,20150327,20150817,SHFE +1460,AL1211.SHF,AL1211,沪铝1211,20111116,20121115,SHFE +1461,CU1604.SHF,CU1604,沪铜1604,20150416,20160415,SHFE +1462,ZN2510.SHF,ZN2510,沪锌2510,20241016,20251015,SHFE +1463,AU0903.SHF,AU0903,沪金0903,20080318,20090316,SHFE +1464,RU1405.SHF,RU1405,橡胶1405,20130516,20140515,SHFE +1465,RU0606.SHF,RU0606,橡胶0606,20050616,20060615,SHFE +1466,WR2405.SHF,WR2405,线材2405,20230516,20240515,SHFE +1467,CU0602.SHF,CU0602,沪铜0602,20050216,20060215,SHFE +1468,FU1311.SHF,FU1311,燃油1311,20121101,20131031,SHFE +1469,CU9806.SHF,CU9806,沪铜9806,19971110,19980615,SHFE +1470,AG1710.SHF,AG1710,沪银1710,20161018,20171016,SHFE +1471,RU0109.SHF,RU0109,橡胶0109,20001124,20010917,SHFE +1472,SS2503.SHF,SS2503,不锈钢2503,20240318,20250317,SHFE +1473,BU1806.SHF,BU1806,沥青1806,20160616,20180615,SHFE +1474,AL9806.SHF,AL9806,沪铝9806,19980211,19980615,SHFE +1475,AG2311.SHF,AG2311,沪银2311,20221116,20231115,SHFE +1476,ZN1504.SHF,ZN1504,沪锌1504,20140416,20150415,SHFE +1477,AL0909.SHF,AL0909,沪铝0909,20080917,20090915,SHFE +1478,AG1410.SHF,AG1410,沪银1410,20131016,20141015,SHFE +1479,CU0910.SHF,CU0910,沪铜0910,20081016,20091015,SHFE +1480,AL0305.SHF,AL0305,沪铝0305,20021023,20030515,SHFE +1481,CU1701.SHF,CU1701,沪铜1701,20160118,20170116,SHFE +1482,FU1308.SHF,FU1308,燃油1308,20120801,20130731,SHFE +1483,CU0601.SHF,CU0601,沪铜0601,20050118,20060116,SHFE +1484,AL1005.SHF,AL1005,沪铝1005,20090518,20100517,SHFE +1485,RB2308.SHF,RB2308,螺纹钢2308,20220816,20230815,SHFE +1486,CU2502.SHF,CU2502,沪铜2502,20240220,20250217,SHFE +1487,NI2503.SHF,NI2503,沪镍2503,20240318,20250317,SHFE +1488,RU0011.SHF,RU0011,橡胶0011,20000310,20001115,SHFE +1489,FU1001.SHF,FU1001,燃油1001,20090105,20091231,SHFE +1490,CU9602.SHF,CU9602,沪铜9602,19950705,19960215,SHFE +1491,RU9508.SHF,RU9508,橡胶9508,19950622,19950720,SHFE +1492,SP2404.SHF,SP2404,纸浆2404,20230418,20240415,SHFE +1493,BU1610.SHF,BU1610,沥青1610,20160418,20161017,SHFE +1494,AL0206.SHF,AL0206,沪铝0206,20011022,20020617,SHFE +1495,CU0809.SHF,CU0809,沪铜0809,20070918,20080916,SHFE +1496,SN1511.SHF,SN1511,沪锡1511,20150327,20151116,SHFE +1497,ZN1207.SHF,ZN1207,沪锌1207,20110718,20120716,SHFE +1498,SN2506.SHF,SN2506,沪锡2506,20240618,20250616,SHFE +1499,FU1406.SHF,FU1406,燃油1406,20130603,20140530,SHFE +1500,ZN1712.SHF,ZN1712,沪锌1712,20161216,20171215,SHFE +1501,CU0003.SHF,CU0003,沪铜0003,19990708,20000315,SHFE +1502,FU0505.SHF,FU0505,燃油0505,20040825,20050429,SHFE +1503,AG1610.SHF,AG1610,沪银1610,20151016,20161017,SHFE +1504,SP2407.SHF,SP2407,纸浆2407,20230718,20240715,SHFE +1505,CU9607.SHF,CU9607,沪铜9607,19951117,19960715,SHFE +1506,AL1309.SHF,AL1309,沪铝1309,20120918,20130916,SHFE +1507,PB1601.SHF,PB1601,沪铅1601,20150116,20160115,SHFE +1508,AL1610.SHF,AL1610,沪铝1610,20151016,20161017,SHFE +1509,AL1401.SHF,AL1401,沪铝1401,20130116,20140115,SHFE +1510,AU1001.SHF,AU1001,沪金1001,20090116,20100115,SHFE +1511,CU9908.SHF,CU9908,沪铜9908,19990107,19990813,SHFE +1512,NI2407.SHF,NI2407,沪镍2407,20230718,20240715,SHFE +1513,CU0111.SHF,CU0111,沪铜0111,20010424,20011115,SHFE +1514,AL9603.SHF,AL9603,沪铝9603,19951129,19960315,SHFE +1515,PB1411.SHF,PB1411,沪铅1411,20131118,20141117,SHFE +1516,CU1706.SHF,CU1706,沪铜1706,20160616,20170615,SHFE +1517,SN2406.SHF,SN2406,沪锡2406,20230616,20240617,SHFE +1518,AU0910.SHF,AU0910,沪金0910,20081016,20091015,SHFE +1519,CU9804.SHF,CU9804,沪铜9804,19970923,19980415,SHFE +1520,AG2405.SHF,AG2405,沪银2405,20230516,20240515,SHFE +1521,AL0806.SHF,AL0806,沪铝0806,20070618,20080616,SHFE +1522,AL0610.SHF,AL0610,沪铝0610,20051018,20061016,SHFE +1523,RB1711.SHF,RB1711,螺纹钢1711,20161116,20171115,SHFE +1524,CU1309.SHF,CU1309,沪铜1309,20120918,20130916,SHFE +1525,RU1007.SHF,RU1007,橡胶1007,20090716,20100715,SHFE +1526,RU1307.SHF,RU1307,橡胶1307,20120717,20130715,SHFE +1527,RU1610.SHF,RU1610,橡胶1610,20151016,20161017,SHFE +1528,ZN1501.SHF,ZN1501,沪锌1501,20140116,20150115,SHFE +1529,FU0906.SHF,FU0906,燃油0906,20080602,20090527,SHFE +1530,ZN0810.SHF,ZN0810,沪锌0810,20071016,20081015,SHFE +1531,CU1508.SHF,CU1508,沪铜1508,20140818,20150817,SHFE +1532,CU9601.SHF,CU9601,沪铜9601,19950705,19960115,SHFE +1533,WR2304.SHF,WR2304,线材2304,20220418,20230417,SHFE +1534,AG2202.SHF,AG2202,沪银2202,20210208,20220215,SHFE +1535,AL2202.SHF,AL2202,沪铝2202,20210208,20220215,SHFE +1536,AU2105.SHF,AU2105,沪金2105,20210208,20210517,SHFE +1537,BU2108.SHF,BU2108,沥青2108,20210208,20210816,SHFE +1538,CU2202.SHF,CU2202,沪铜2202,20210208,20220215,SHFE +1539,HC2202.SHF,HC2202,热轧卷板2202,20210208,20220215,SHFE +1540,NI2202.SHF,NI2202,沪镍2202,20210208,20220215,SHFE +1541,PB2202.SHF,PB2202,沪铅2202,20210208,20220215,SHFE +1542,RB2202.SHF,RB2202,螺纹钢2202,20210208,20220215,SHFE +1543,SN2202.SHF,SN2202,沪锡2202,20210208,20220215,SHFE +1544,SP2202.SHF,SP2202,纸浆2202,20210208,20220215,SHFE +1545,SS2202.SHF,SS2202,不锈钢2202,20210208,20220215,SHFE +1546,WR2202.SHF,WR2202,线材2202,20210208,20220215,SHFE +1547,ZN2202.SHF,ZN2202,沪锌2202,20210208,20220215,SHFE +1548,AL0007.SHF,AL0007,沪铝0007,20000120,20000717,SHFE +1549,AL0005.SHF,AL0005,沪铝0005,19991130,20000515,SHFE +1550,CU2411.SHF,CU2411,沪铜2411,20231116,20241115,SHFE +1551,FU2004.SHF,FU2004,燃油2004,20190401,20200331,SHFE +1552,FU2410.SHF,FU2410,燃油2410,20231009,20240930,SHFE +1553,CU2211.SHF,CU2211,沪铜2211,20211116,20221115,SHFE +1554,PB2401.SHF,PB2401,沪铅2401,20230117,20240115,SHFE +1555,RB2304.SHF,RB2304,螺纹钢2304,20220418,20230417,SHFE +1556,FU0812.SHF,FU0812,燃油0812,20071203,20081128,SHFE +1557,PB1109.SHF,PB1109,沪铅1109,20110324,20110915,SHFE +1558,BR2408.SHF,BR2408,丁二烯橡胶2408,20230816,20240815,SHFE +1559,AU1310.SHF,AU1310,沪金1310,20121016,20131015,SHFE +1560,AG1401.SHF,AG1401,沪银1401,20130116,20140115,SHFE +1561,AL0808.SHF,AL0808,沪铝0808,20070816,20080815,SHFE +1562,RB1211.SHF,RB1211,螺纹钢1211,20111116,20121115,SHFE +1563,SN2510.SHF,SN2510,沪锡2510,20241016,20251015,SHFE +1564,FU0707.SHF,FU0707,燃油0707,20060703,20070629,SHFE +1565,WR1003.SHF,WR1003,线材1003,20090327,20100315,SHFE +1566,AL1011.SHF,AL1011,沪铝1011,20091117,20101115,SHFE +1567,RB1310.SHF,RB1310,螺纹钢1310,20121016,20131015,SHFE +1568,AG2412.SHF,AG2412,沪银2412,20231218,20241216,SHFE +1569,AU1505.SHF,AU1505,沪金1505,20150216,20150515,SHFE +1570,WR1607.SHF,WR1607,线材1607,20150716,20160715,SHFE +1571,RU1601.SHF,RU1601,橡胶1601,20150116,20160115,SHFE +1572,WR1703.SHF,WR1703,线材1703,20160316,20170315,SHFE +1573,RU1509.SHF,RU1509,橡胶1509,20140916,20150915,SHFE +1574,AL1301.SHF,AL1301,沪铝1301,20120116,20130115,SHFE +1575,AL0804.SHF,AL0804,沪铝0804,20070417,20080415,SHFE +1576,PB2308.SHF,PB2308,沪铅2308,20220816,20230815,SHFE +1577,CU1107.SHF,CU1107,沪铜1107,20100716,20110715,SHFE +1578,RU0607.SHF,RU0607,橡胶0607,20050718,20060717,SHFE +1579,PB2509.SHF,PB2509,沪铅2509,20240919,20250915,SHFE +1580,RB1107.SHF,RB1107,螺纹钢1107,20100716,20110715,SHFE +1581,PB1202.SHF,PB1202,沪铅1202,20110324,20120215,SHFE +1582,RB1203.SHF,RB1203,螺纹钢1203,20110316,20120315,SHFE +1583,RB2510.SHF,RB2510,螺纹钢2510,20241016,20251015,SHFE +1584,AL9605.SHF,AL9605,沪铝9605,19951227,19960515,SHFE +1585,FU0507.SHF,FU0507,燃油0507,20040825,20050630,SHFE +1586,CU0707.SHF,CU0707,沪铜0707,20060718,20070716,SHFE +1587,RU0110.SHF,RU0110,橡胶0110,20001220,20011015,SHFE +1588,PB2412.SHF,PB2412,沪铅2412,20231218,20241216,SHFE +1589,WR1310.SHF,WR1310,线材1310,20121016,20131015,SHFE +1590,RB1311.SHF,RB1311,螺纹钢1311,20121116,20131115,SHFE +1591,FU1212.SHF,FU1212,燃油1212,20111201,20121130,SHFE +1592,AL2005.SHF,AL2005,沪铝2005,20190516,20200515,SHFE +1593,CU2005.SHF,CU2005,沪铜2005,20190516,20200515,SHFE +1594,ZN2005.SHF,ZN2005,沪锌2005,20190516,20200515,SHFE +1595,PB2005.SHF,PB2005,沪铅2005,20190516,20200515,SHFE +1596,NI2005.SHF,NI2005,沪镍2005,20190516,20200515,SHFE +1597,SN2005.SHF,SN2005,沪锡2005,20190516,20200515,SHFE +1598,SP2005.SHF,SP2005,纸浆2005,20190516,20200515,SHFE +1599,BU1911.SHF,BU1911,沥青1911,20190516,20191115,SHFE +1600,RU2005.SHF,RU2005,橡胶2005,20190516,20200515,SHFE +1601,AU2006.SHF,AU2006,沪金2006,20190516,20200615,SHFE +1602,AG2005.SHF,AG2005,沪银2005,20190516,20200515,SHFE +1603,RB2005.SHF,RB2005,螺纹钢2005,20190516,20200515,SHFE +1604,WR2005.SHF,WR2005,线材2005,20190516,20200515,SHFE +1605,HC2005.SHF,HC2005,热轧卷板2005,20190516,20200515,SHFE +1606,RU0101.SHF,RU0101,橡胶0101,20000526,20010115,SHFE +1607,FU1806.SHF,FU1806,燃油1806,20170601,20180531,SHFE +1608,ZN2503.SHF,ZN2503,沪锌2503,20240318,20250317,SHFE +1609,RU9910.SHF,RU9910,橡胶9910,19990504,19991015,SHFE +1610,RB2309.SHF,RB2309,螺纹钢2309,20220916,20230915,SHFE +1611,BU2308.SHF,BU2308,沥青2308,20220816,20230815,SHFE +1612,RB1602.SHF,RB1602,螺纹钢1602,20150216,20160215,SHFE +1613,BR2503.SHF,BR2503,丁二烯橡胶2503,20240318,20250317,SHFE +1614,FU2306.SHF,FU2306,燃油2306,20220601,20230531,SHFE +1615,PB1401.SHF,PB1401,沪铅1401,20130116,20140115,SHFE +1616,RB2408.SHF,RB2408,螺纹钢2408,20230816,20240815,SHFE +1617,CU2509.SHF,CU2509,沪铜2509,20240919,20250915,SHFE +1618,WR2407.SHF,WR2407,线材2407,20230718,20240715,SHFE +1619,RU0105.SHF,RU0105,橡胶0105,20000808,20010515,SHFE +1620,FU1707.SHF,FU1707,燃油1707,20160701,20170630,SHFE +1621,RU0411.SHF,RU0411,橡胶0411,20031118,20041115,SHFE +1622,RU9905.SHF,RU9905,橡胶9905,19980930,19990517,SHFE +1623,AL9511.SHF,AL9511,沪铝9511,19950623,19951115,SHFE +1624,SP2306.SHF,SP2306,纸浆2306,20220616,20230615,SHFE +1625,AU1508.SHF,AU1508,沪金1508,20140916,20150817,SHFE +1626,RU1211.SHF,RU1211,橡胶1211,20111116,20121115,SHFE +1627,AU1211.SHF,AU1211,沪金1211,20111116,20121115,SHFE +1628,SN1508.SHF,SN1508,沪锡1508,20150327,20150817,SHFE +1629,BU1412.SHF,BU1412,沥青1412,20131009,20141215,SHFE +1630,FU0604.SHF,FU0604,燃油0604,20050401,20060331,SHFE +1631,AL0908.SHF,AL0908,沪铝0908,20080818,20090817,SHFE +1632,AG2310.SHF,AG2310,沪银2310,20221018,20231016,SHFE +1633,BU1803.SHF,BU1803,沥青1803,20160316,20180315,SHFE +1634,FU1104.SHF,FU1104,燃油1104,20100401,20110331,SHFE +1635,AL0303.SHF,AL0303,沪铝0303,20020606,20030317,SHFE +1636,ZN1201.SHF,ZN1201,沪锌1201,20110118,20120113,SHFE +1637,CU0401.SHF,CU0401,沪铜0401,20030116,20040115,SHFE +1638,RU1201.SHF,RU1201,橡胶1201,20110118,20120113,SHFE +1639,RU1505.SHF,RU1505,橡胶1505,20140516,20150515,SHFE +1640,AG2108.SHF,AG2108,沪银2108,20200818,20210816,SHFE +1641,AL2108.SHF,AL2108,沪铝2108,20200818,20210816,SHFE +1642,AU2011.SHF,AU2011,沪金2011,20200818,20201116,SHFE +1643,BU2102.SHF,BU2102,沥青2102,20200818,20210205,SHFE +1644,CU2108.SHF,CU2108,沪铜2108,20200818,20210816,SHFE +1645,HC2108.SHF,HC2108,热轧卷板2108,20200818,20210816,SHFE +1646,NI2108.SHF,NI2108,沪镍2108,20200818,20210816,SHFE +1647,PB2108.SHF,PB2108,沪铅2108,20200818,20210816,SHFE +1648,RB2108.SHF,RB2108,螺纹钢2108,20200818,20210816,SHFE +1649,RU2108.SHF,RU2108,橡胶2108,20200818,20210816,SHFE +1650,SN2108.SHF,SN2108,沪锡2108,20200818,20210816,SHFE +1651,SP2108.SHF,SP2108,纸浆2108,20200818,20210816,SHFE +1652,SS2108.SHF,SS2108,不锈钢2108,20200818,20210816,SHFE +1653,WR2108.SHF,WR2108,线材2108,20200818,20210816,SHFE +1654,ZN2108.SHF,ZN2108,沪锌2108,20200818,20210816,SHFE +1655,ZN0908.SHF,ZN0908,沪锌0908,20080818,20090817,SHFE +1656,AU1511.SHF,AU1511,沪金1511,20150818,20151116,SHFE +1657,ZN1612.SHF,ZN1612,沪锌1612,20151216,20161215,SHFE +1658,AL9812.SHF,AL9812,沪铝9812,19980617,19981215,SHFE +1659,PB2405.SHF,PB2405,沪铅2405,20230516,20240515,SHFE +1660,AL2505.SHF,AL2505,沪铝2505,20240516,20250515,SHFE +1661,AU1706.SHF,AU1706,沪金1706,20160517,20170615,SHFE +1662,ZN2311.SHF,ZN2311,沪锌2311,20221116,20231115,SHFE +1663,CU0205.SHF,CU0205,沪铜0205,20010920,20020515,SHFE +1664,RU9904.SHF,RU9904,橡胶9904,19980930,19990415,SHFE +1665,CU1104.SHF,CU1104,沪铜1104,20100416,20110415,SHFE +1666,AU2404.SHF,AU2404,沪金2404,20230316,20240415,SHFE +1667,ZN1002.SHF,ZN1002,沪锌1002,20090217,20100209,SHFE +1668,FU2207.SHF,FU2207,燃油2207,20210701,20220630,SHFE +1669,FU0712.SHF,FU0712,燃油0712,20061201,20071130,SHFE +1670,AG1505.SHF,AG1505,沪银1505,20140516,20150515,SHFE +1671,AL2506.SHF,AL2506,沪铝2506,20240618,20250616,SHFE +1672,RU1611.SHF,RU1611,橡胶1611,20151117,20161115,SHFE +1673,AL0004.SHF,AL0004,沪铝0004,19991011,20000417,SHFE +1674,HC1501.SHF,HC1501,热轧卷板1501,20140321,20150115,SHFE +1675,AU1301.SHF,AU1301,沪金1301,20120116,20130115,SHFE +1676,CU9704.SHF,CU9704,沪铜9704,19960809,19970415,SHFE +1677,WR1001.SHF,WR1001,线材1001,20090327,20100115,SHFE +1678,WR2411.SHF,WR2411,线材2411,20231116,20241115,SHFE +1679,AL2404.SHF,AL2404,沪铝2404,20230418,20240415,SHFE +1680,CU1502.SHF,CU1502,沪铜1502,20140218,20150210,SHFE +1681,AG2302.SHF,AG2302,沪银2302,20220216,20230215,SHFE +1682,AL2302.SHF,AL2302,沪铝2302,20220216,20230215,SHFE +1683,AU2205.SHF,AU2205,沪金2205,20220216,20220516,SHFE +1684,CU2302.SHF,CU2302,沪铜2302,20220216,20230215,SHFE +1685,HC2302.SHF,HC2302,热轧卷板2302,20220216,20230215,SHFE +1686,NI2302.SHF,NI2302,沪镍2302,20220216,20230215,SHFE +1687,PB2302.SHF,PB2302,沪铅2302,20220216,20230215,SHFE +1688,RB2302.SHF,RB2302,螺纹钢2302,20220216,20230215,SHFE +1689,SN2302.SHF,SN2302,沪锡2302,20220216,20230215,SHFE +1690,SP2302.SHF,SP2302,纸浆2302,20220216,20230215,SHFE +1691,SS2302.SHF,SS2302,不锈钢2302,20220216,20230215,SHFE +1692,WR2302.SHF,WR2302,线材2302,20220216,20230215,SHFE +1693,ZN2302.SHF,ZN2302,沪锌2302,20220216,20230215,SHFE +1694,BU1601.SHF,BU1601,沥青1601,20150716,20160115,SHFE +1695,AL1806.SHF,AL1806,沪铝1806,20170616,20180615,SHFE +1696,CU1806.SHF,CU1806,沪铜1806,20170616,20180615,SHFE +1697,ZN1806.SHF,ZN1806,沪锌1806,20170616,20180615,SHFE +1698,PB1806.SHF,PB1806,沪铅1806,20170616,20180615,SHFE +1699,NI1806.SHF,NI1806,沪镍1806,20170616,20180615,SHFE +1700,SN1806.SHF,SN1806,沪锡1806,20170616,20180615,SHFE +1701,RU1806.SHF,RU1806,橡胶1806,20170616,20180615,SHFE +1702,BU1906.SHF,BU1906,沥青1906,20170616,20190617,SHFE +1703,AU1709.SHF,AU1709,沪金1709,20170616,20170915,SHFE +1704,AG1806.SHF,AG1806,沪银1806,20170616,20180615,SHFE +1705,RB1806.SHF,RB1806,螺纹钢1806,20170616,20180615,SHFE +1706,WR1806.SHF,WR1806,线材1806,20170616,20180615,SHFE +1707,HC1806.SHF,HC1806,热轧卷板1806,20170616,20180615,SHFE +1708,WR2403.SHF,WR2403,线材2403,20230316,20240315,SHFE +1709,WR1701.SHF,WR1701,线材1701,20160118,20170116,SHFE +1710,PB1408.SHF,PB1408,沪铅1408,20130816,20140815,SHFE +1711,BR2509.SHF,BR2509,丁二烯橡胶2509,20240919,20250915,SHFE +1712,AU1404.SHF,AU1404,沪金1404,20130416,20140415,SHFE +1713,CU0408.SHF,CU0408,沪铜0408,20030818,20040816,SHFE +1714,RU0506.SHF,RU0506,橡胶0506,20040616,20050615,SHFE +1715,FU1103.SHF,FU1103,燃油1103,20100301,20110228,SHFE +1716,ZN1307.SHF,ZN1307,沪锌1307,20120717,20130715,SHFE +1717,HC1606.SHF,HC1606,热轧卷板1606,20150616,20160615,SHFE +1718,SN2405.SHF,SN2405,沪锡2405,20230516,20240515,SHFE +1719,CU2407.SHF,CU2407,沪铜2407,20230718,20240715,SHFE +1720,SN1601.SHF,SN1601,沪锡1601,20150327,20160115,SHFE +1721,BR2502.SHF,BR2502,丁二烯橡胶2502,20240220,20250217,SHFE +1722,FU2405.SHF,FU2405,燃油2405,20230504,20240430,SHFE +1723,RU1306.SHF,RU1306,橡胶1306,20120618,20130617,SHFE +1724,RU1111.SHF,RU1111,橡胶1111,20101116,20111115,SHFE +1725,ZN2309.SHF,ZN2309,沪锌2309,20220916,20230915,SHFE +1726,CU1111.SHF,CU1111,沪铜1111,20101116,20111115,SHFE +1727,ZN0710.SHF,ZN0710,沪锌0710,20070326,20071015,SHFE +1728,SN2502.SHF,SN2502,沪锡2502,20240220,20250217,SHFE +1729,AG1510.SHF,AG1510,沪银1510,20141016,20151015,SHFE +1730,SN1602.SHF,SN1602,沪锡1602,20150327,20160215,SHFE +1731,AU0912.SHF,AU0912,沪金0912,20081216,20091215,SHFE +1732,ZN0807.SHF,ZN0807,沪锌0807,20070717,20080715,SHFE +1733,RB2412.SHF,RB2412,螺纹钢2412,20231218,20241216,SHFE +1734,BU2408.SHF,BU2408,沥青2408,20230816,20240815,SHFE +1735,WR1709.SHF,WR1709,线材1709,20160920,20170915,SHFE +1736,FU1012.SHF,FU1012,燃油1012,20091201,20101130,SHFE +1737,FU1804.SHF,FU1804,燃油1804,20170405,20180330,SHFE +1738,FU1603.SHF,FU1603,燃油1603,20150302,20160229,SHFE +1739,ZN2408.SHF,ZN2408,沪锌2408,20230816,20240815,SHFE +1740,FU2511.SHF,FU2511,燃油2511,20241101,20251031,SHFE +1741,AG1611.SHF,AG1611,沪银1611,20151117,20161115,SHFE +1742,AU1201.SHF,AU1201,沪金1201,20110118,20120113,SHFE +1743,CU1302.SHF,CU1302,沪铜1302,20120216,20130218,SHFE +1744,CU0306.SHF,CU0306,沪铜0306,20020820,20030616,SHFE +1745,RU0305.SHF,RU0305,橡胶0305,20020712,20030515,SHFE +1746,SN2401.SHF,SN2401,沪锡2401,20230117,20240115,SHFE +1747,AL1604.SHF,AL1604,沪铝1604,20150416,20160415,SHFE +1748,AL2309.SHF,AL2309,沪铝2309,20220916,20230915,SHFE +1749,WR2402.SHF,WR2402,线材2402,20230216,20240219,SHFE +1750,HC1702.SHF,HC1702,热轧卷板1702,20160216,20170215,SHFE +1751,SN1703.SHF,SN1703,沪锡1703,20160316,20170315,SHFE +1752,RU9608.SHF,RU9608,橡胶9608,19960326,19960815,SHFE +1753,PB1307.SHF,PB1307,沪铅1307,20120717,20130715,SHFE +1754,ZN1410.SHF,ZN1410,沪锌1410,20131016,20141015,SHFE +1755,PB1605.SHF,PB1605,沪铅1605,20150518,20160516,SHFE +1756,RU0306.SHF,RU0306,橡胶0306,20020712,20030616,SHFE +1757,RU0403.SHF,RU0403,橡胶0403,20030318,20040315,SHFE +1758,RU0805.SHF,RU0805,橡胶0805,20070516,20080515,SHFE +1759,AL2205.SHF,AL2205,沪铝2205,20210518,20220516,SHFE +1760,CU2205.SHF,CU2205,沪铜2205,20210518,20220516,SHFE +1761,ZN2205.SHF,ZN2205,沪锌2205,20210518,20220516,SHFE +1762,PB2205.SHF,PB2205,沪铅2205,20210518,20220516,SHFE +1763,NI2205.SHF,NI2205,沪镍2205,20210518,20220516,SHFE +1764,SN2205.SHF,SN2205,沪锡2205,20210518,20220516,SHFE +1765,RU2205.SHF,RU2205,橡胶2205,20210518,20220516,SHFE +1766,BU2111.SHF,BU2111,沥青2111,20210518,20211115,SHFE +1767,SP2205.SHF,SP2205,纸浆2205,20210518,20220516,SHFE +1768,AU2206.SHF,AU2206,沪金2206,20210518,20220615,SHFE +1769,AG2205.SHF,AG2205,沪银2205,20210518,20220516,SHFE +1770,RB2205.SHF,RB2205,螺纹钢2205,20210518,20220516,SHFE +1771,WR2205.SHF,WR2205,线材2205,20210518,20220516,SHFE +1772,HC2205.SHF,HC2205,热轧卷板2205,20210518,20220516,SHFE +1773,SS2205.SHF,SS2205,不锈钢2205,20210518,20220516,SHFE +1774,RU0906.SHF,RU0906,橡胶0906,20080617,20090615,SHFE +1775,ZN1411.SHF,ZN1411,沪锌1411,20131118,20141117,SHFE +1776,CU9810.SHF,CU9810,沪铜9810,19980413,19981015,SHFE +1777,AU1207.SHF,AU1207,沪金1207,20110718,20120716,SHFE +1778,FU0809.SHF,FU0809,燃油0809,20070903,20080829,SHFE +1779,AL1706.SHF,AL1706,沪铝1706,20160616,20170615,SHFE +1780,AG2306.SHF,AG2306,沪银2306,20220616,20230615,SHFE +1781,RU9801.SHF,RU9801,橡胶9801,19971104,19980115,SHFE +1782,HC2408.SHF,HC2408,热轧卷板2408,20230816,20240815,SHFE +1783,AU1208.SHF,AU1208,沪金1208,20110816,20120815,SHFE +1784,CU0007.SHF,CU0007,沪铜0007,19991222,20000717,SHFE +1785,AL0002.SHF,AL0002,沪铝0002,19990831,20000215,SHFE +1786,AL9702.SHF,AL9702,沪铝9702,19961118,19970220,SHFE +1787,AL2303.SHF,AL2303,沪铝2303,20220316,20230315,SHFE +1788,HC2502.SHF,HC2502,热轧卷板2502,20240220,20250217,SHFE +1789,AL1109.SHF,AL1109,沪铝1109,20100916,20110915,SHFE +1790,NI1609.SHF,NI1609,沪镍1609,20150916,20160919,SHFE +1791,NI2309.SHF,NI2309,沪镍2309,20220916,20230915,SHFE +1792,RU9512.SHF,RU9512,橡胶9512,19950622,19951215,SHFE +1793,WR1711.SHF,WR1711,线材1711,20161116,20171115,SHFE +1794,AU1510.SHF,AU1510,沪金1510,20141118,20151015,SHFE +1795,WR1311.SHF,WR1311,线材1311,20121116,20131115,SHFE +1796,BU2511.SHF,BU2511,沥青2511,20241118,20251117,SHFE +1797,CU2303.SHF,CU2303,沪铜2303,20220316,20230315,SHFE +1798,PB2409.SHF,PB2409,沪铅2409,20230918,20240918,SHFE +1799,RU1103.SHF,RU1103,橡胶1103,20100316,20110315,SHFE +1800,CU1206.SHF,CU1206,沪铜1206,20110616,20120615,SHFE +1801,RU1408.SHF,RU1408,橡胶1408,20130816,20140815,SHFE +1802,AL2312.SHF,AL2312,沪铝2312,20221216,20231215,SHFE +1803,SS2212.SHF,SS2212,不锈钢2212,20211216,20221215,SHFE +1804,HC2506.SHF,HC2506,热轧卷板2506,20240618,20250616,SHFE +1805,WR1509.SHF,WR1509,线材1509,20140916,20150915,SHFE +1806,CU1103.SHF,CU1103,沪铜1103,20100316,20110315,SHFE +1807,AL1612.SHF,AL1612,沪铝1612,20151216,20161215,SHFE +1808,CU1212.SHF,CU1212,沪铜1212,20111216,20121217,SHFE +1809,AG2509.SHF,AG2509,沪银2509,20240919,20250915,SHFE +1810,NI1603.SHF,NI1603,沪镍1603,20150327,20160315,SHFE +1811,CU0511.SHF,CU0511,沪铜0511,20041116,20051115,SHFE +1812,BU2312.SHF,BU2312,沥青2312,20211216,20231215,SHFE +1813,RU2511.SHF,RU2511,橡胶2511,20241118,20251117,SHFE +1814,CU0212.SHF,CU0212,沪铜0212,20020307,20021216,SHFE +1815,AL1407.SHF,AL1407,沪铝1407,20130716,20140715,SHFE +1816,SN2407.SHF,SN2407,沪锡2407,20230718,20240715,SHFE +1817,FU2302.SHF,FU2302,燃油2302,20220124,20230116,SHFE +1818,CU1503.SHF,CU1503,沪铜1503,20140318,20150316,SHFE +1819,CU0905.SHF,CU0905,沪铜0905,20080516,20090515,SHFE +1820,AG1303.SHF,AG1303,沪银1303,20120510,20130315,SHFE +1821,AU2107.SHF,AU2107,沪金2107,20210416,20210715,SHFE +1822,AL2204.SHF,AL2204,沪铝2204,20210416,20220415,SHFE +1823,CU2204.SHF,CU2204,沪铜2204,20210416,20220415,SHFE +1824,ZN2204.SHF,ZN2204,沪锌2204,20210416,20220415,SHFE +1825,PB2204.SHF,PB2204,沪铅2204,20210416,20220415,SHFE +1826,NI2204.SHF,NI2204,沪镍2204,20210416,20220415,SHFE +1827,SN2204.SHF,SN2204,沪锡2204,20210416,20220415,SHFE +1828,RU2204.SHF,RU2204,橡胶2204,20210416,20220415,SHFE +1829,AG2204.SHF,AG2204,沪银2204,20210416,20220415,SHFE +1830,RB2204.SHF,RB2204,螺纹钢2204,20210416,20220415,SHFE +1831,WR2204.SHF,WR2204,线材2204,20210416,20220415,SHFE +1832,HC2204.SHF,HC2204,热轧卷板2204,20210416,20220415,SHFE +1833,SP2204.SHF,SP2204,纸浆2204,20210416,20220415,SHFE +1834,SS2204.SHF,SS2204,不锈钢2204,20210416,20220415,SHFE +1835,BU2110.SHF,BU2110,沥青2110,20210416,20211015,SHFE +1836,WR1205.SHF,WR1205,线材1205,20110517,20120515,SHFE +1837,SN2511.SHF,SN2511,沪锡2511,20241118,20251117,SHFE +1838,WR1505.SHF,WR1505,线材1505,20140516,20150515,SHFE +1839,AL9710.SHF,AL9710,沪铝9710,19970602,19971015,SHFE +1840,AU1008.SHF,AU1008,沪金1008,20090818,20100816,SHFE +1841,AL1305.SHF,AL1305,沪铝1305,20120516,20130515,SHFE +1842,FU2301.SHF,FU2301,燃油2301,20211224,20221222,SHFE +1843,ZN1106.SHF,ZN1106,沪锌1106,20100618,20110615,SHFE +1844,AL0602.SHF,AL0602,沪铝0602,20050216,20060215,SHFE +1845,FU0603.SHF,FU0603,燃油0603,20050301,20060228,SHFE +1846,HC2505.SHF,HC2505,热轧卷板2505,20240516,20250515,SHFE +1847,AL0801.SHF,AL0801,沪铝0801,20070116,20080115,SHFE +1848,FU0703.SHF,FU0703,燃油0703,20060301,20070228,SHFE +1849,CU1703.SHF,CU1703,沪铜1703,20160316,20170315,SHFE +1850,PB2304.SHF,PB2304,沪铅2304,20220418,20230417,SHFE +1851,CU1011.SHF,CU1011,沪铜1011,20091117,20101115,SHFE +1852,RU1703.SHF,RU1703,橡胶1703,20160316,20170315,SHFE +1853,CU0207.SHF,CU0207,沪铜0207,20011009,20020715,SHFE +1854,RB0910.SHF,RB0910,螺纹钢0910,20090327,20091015,SHFE +1855,NI1606.SHF,NI1606,沪镍1606,20150616,20160615,SHFE +1856,ZN1102.SHF,ZN1102,沪锌1102,20100222,20110215,SHFE +1857,AU2506.SHF,AU2506,沪金2506,20240516,20250616,SHFE +1858,RU9901.SHF,RU9901,橡胶9901,19980721,19990115,SHFE +1859,AG2203.SHF,AG2203,沪银2203,20210316,20220315,SHFE +1860,AL2203.SHF,AL2203,沪铝2203,20210316,20220315,SHFE +1861,AU2204.SHF,AU2204,沪金2204,20210316,20220415,SHFE +1862,BU2303.SHF,BU2303,沥青2303,20210316,20230315,SHFE +1863,CU2203.SHF,CU2203,沪铜2203,20210316,20220315,SHFE +1864,HC2203.SHF,HC2203,热轧卷板2203,20210316,20220315,SHFE +1865,NI2203.SHF,NI2203,沪镍2203,20210316,20220315,SHFE +1866,PB2203.SHF,PB2203,沪铅2203,20210316,20220315,SHFE +1867,RB2203.SHF,RB2203,螺纹钢2203,20210316,20220315,SHFE +1868,RU2203.SHF,RU2203,橡胶2203,20210316,20220315,SHFE +1869,SN2203.SHF,SN2203,沪锡2203,20210316,20220315,SHFE +1870,SP2203.SHF,SP2203,纸浆2203,20210316,20220315,SHFE +1871,SS2203.SHF,SS2203,不锈钢2203,20210316,20220315,SHFE +1872,WR2203.SHF,WR2203,线材2203,20210316,20220315,SHFE +1873,ZN2203.SHF,ZN2203,沪锌2203,20210316,20220315,SHFE +1874,NI2408.SHF,NI2408,沪镍2408,20230816,20240815,SHFE +1875,AL0902.SHF,AL0902,沪铝0902,20080218,20090216,SHFE +1876,AL0609.SHF,AL0609,沪铝0609,20050916,20060915,SHFE +1877,AG1507.SHF,AG1507,沪银1507,20140716,20150715,SHFE +1878,RU0511.SHF,RU0511,橡胶0511,20041116,20051115,SHFE +1879,FU1511.SHF,FU1511,燃油1511,20141103,20151030,SHFE +1880,RB1304.SHF,RB1304,螺纹钢1304,20120417,20130415,SHFE +1881,WR1601.SHF,WR1601,线材1601,20150116,20160115,SHFE +1882,RU2411.SHF,RU2411,橡胶2411,20231116,20241115,SHFE +1883,PB1603.SHF,PB1603,沪铅1603,20150317,20160315,SHFE +1884,AO2503.SHF,AO2503,氧化铝2503,20240318,20250317,SHFE +1885,RB2506.SHF,RB2506,螺纹钢2506,20240618,20250616,SHFE +1886,NI2509.SHF,NI2509,沪镍2509,20240919,20250915,SHFE +1887,FU0806.SHF,FU0806,燃油0806,20070601,20080530,SHFE +1888,CU2401.SHF,CU2401,沪铜2401,20230117,20240115,SHFE +1889,BU2402.SHF,BU2402,沥青2402,20230216,20240219,SHFE +1890,RU0804.SHF,RU0804,橡胶0804,20070417,20080415,SHFE +1891,PB1606.SHF,PB1606,沪铅1606,20150616,20160615,SHFE +1892,FU1506.SHF,FU1506,燃油1506,20140603,20150529,SHFE +1893,CU9807.SHF,CU9807,沪铜9807,19971120,19980715,SHFE +1894,FU1310.SHF,FU1310,燃油1310,20121008,20130930,SHFE +1895,AG1311.SHF,AG1311,沪银1311,20121116,20131115,SHFE +1896,SN1709.SHF,SN1709,沪锡1709,20160920,20170915,SHFE +1897,RB1611.SHF,RB1611,螺纹钢1611,20151117,20161115,SHFE +1898,NI1702.SHF,NI1702,沪镍1702,20160216,20170215,SHFE +1899,AL0008.SHF,AL0008,沪铝0008,20000202,20000815,SHFE +1900,ZN1303.SHF,ZN1303,沪锌1303,20120316,20130315,SHFE +1901,BU1402.SHF,BU1402,沥青1402,20131009,20140217,SHFE +1902,AL2408.SHF,AL2408,沪铝2408,20230816,20240815,SHFE +1903,WR1004.SHF,WR1004,线材1004,20090416,20100415,SHFE +1904,FU2503.SHF,FU2503,燃油2503,20240301,20250228,SHFE +1905,SS2508.SHF,SS2508,不锈钢2508,20240816,20250815,SHFE +1906,FU1303.SHF,FU1303,燃油1303,20120301,20130228,SHFE +1907,PB2408.SHF,PB2408,沪铅2408,20230816,20240815,SHFE +1908,AL2103.SHF,AL2103,沪铝2103,20200317,20210315,SHFE +1909,CU2103.SHF,CU2103,沪铜2103,20200317,20210315,SHFE +1910,ZN2103.SHF,ZN2103,沪锌2103,20200317,20210315,SHFE +1911,PB2103.SHF,PB2103,沪铅2103,20200317,20210315,SHFE +1912,NI2103.SHF,NI2103,沪镍2103,20200317,20210315,SHFE +1913,SN2103.SHF,SN2103,沪锡2103,20200317,20210315,SHFE +1914,RU2103.SHF,RU2103,橡胶2103,20200317,20210315,SHFE +1915,BU2203.SHF,BU2203,沥青2203,20200317,20220315,SHFE +1916,SP2103.SHF,SP2103,纸浆2103,20200317,20210315,SHFE +1917,AU2104.SHF,AU2104,沪金2104,20200317,20210415,SHFE +1918,AG2103.SHF,AG2103,沪银2103,20200317,20210315,SHFE +1919,RB2103.SHF,RB2103,螺纹钢2103,20200317,20210315,SHFE +1920,WR2103.SHF,WR2103,线材2103,20200317,20210315,SHFE +1921,HC2103.SHF,HC2103,热轧卷板2103,20200317,20210315,SHFE +1922,SS2103.SHF,SS2103,不锈钢2103,20200317,20210315,SHFE +1923,AL0310.SHF,AL0310,沪铝0310,20030228,20031015,SHFE +1924,AL0407.SHF,AL0407,沪铝0407,20030716,20040715,SHFE +1925,ZN0804.SHF,ZN0804,沪锌0804,20070417,20080415,SHFE +1926,AL2004.SHF,AL2004,沪铝2004,20190416,20200415,SHFE +1927,CU2004.SHF,CU2004,沪铜2004,20190416,20200415,SHFE +1928,ZN2004.SHF,ZN2004,沪锌2004,20190416,20200415,SHFE +1929,PB2004.SHF,PB2004,沪铅2004,20190416,20200415,SHFE +1930,NI2004.SHF,NI2004,沪镍2004,20190416,20200415,SHFE +1931,SN2004.SHF,SN2004,沪锡2004,20190416,20200415,SHFE +1932,RU2004.SHF,RU2004,橡胶2004,20190416,20200415,SHFE +1933,BU1910.SHF,BU1910,沥青1910,20190416,20191015,SHFE +1934,AU1907.SHF,AU1907,沪金1907,20190416,20190715,SHFE +1935,AG2004.SHF,AG2004,沪银2004,20190416,20200415,SHFE +1936,RB2004.SHF,RB2004,螺纹钢2004,20190416,20200415,SHFE +1937,WR2004.SHF,WR2004,线材2004,20190416,20200415,SHFE +1938,HC2004.SHF,HC2004,热轧卷板2004,20190416,20200415,SHFE +1939,SP2004.SHF,SP2004,纸浆2004,20190416,20200415,SHFE +1940,AU2301.SHF,AU2301,沪金2301,20221018,20230116,SHFE +1941,WR1512.SHF,WR1512,线材1512,20141216,20151215,SHFE +1942,AO2501.SHF,AO2501,氧化铝2501,20240116,20250115,SHFE +1943,PB2411.SHF,PB2411,沪铅2411,20231116,20241115,SHFE +1944,AL2010.SHF,AL2010,沪铝2010,20191016,20201015,SHFE +1945,CU2010.SHF,CU2010,沪铜2010,20191016,20201015,SHFE +1946,ZN2010.SHF,ZN2010,沪锌2010,20191016,20201015,SHFE +1947,PB2010.SHF,PB2010,沪铅2010,20191016,20201015,SHFE +1948,NI2010.SHF,NI2010,沪镍2010,20191016,20201015,SHFE +1949,SN2010.SHF,SN2010,沪锡2010,20191016,20201015,SHFE +1950,SP2010.SHF,SP2010,纸浆2010,20191016,20201015,SHFE +1951,BU2004.SHF,BU2004,沥青2004,20191016,20200415,SHFE +1952,RU2010.SHF,RU2010,橡胶2010,20191016,20201015,SHFE +1953,AU2001.SHF,AU2001,沪金2001,20191016,20200115,SHFE +1954,AG2010.SHF,AG2010,沪银2010,20191016,20201015,SHFE +1955,RB2010.SHF,RB2010,螺纹钢2010,20191016,20201015,SHFE +1956,WR2010.SHF,WR2010,线材2010,20191016,20201015,SHFE +1957,HC2010.SHF,HC2010,热轧卷板2010,20191016,20201015,SHFE +1958,SS2010.SHF,SS2010,不锈钢2010,20191016,20201015,SHFE +1959,NI1705.SHF,NI1705,沪镍1705,20160517,20170515,SHFE +1960,AG1702.SHF,AG1702,沪银1702,20160216,20170215,SHFE +1961,RU1311.SHF,RU1311,橡胶1311,20121116,20131115,SHFE +1962,PB1304.SHF,PB1304,沪铅1304,20120417,20130415,SHFE +1963,WR1612.SHF,WR1612,线材1612,20151216,20161215,SHFE +1964,CU1709.SHF,CU1709,沪铜1709,20160920,20170915,SHFE +1965,CU2311.SHF,CU2311,沪铜2311,20221116,20231115,SHFE +1966,PB1303.SHF,PB1303,沪铅1303,20120316,20130315,SHFE +1967,AL0708.SHF,AL0708,沪铝0708,20060816,20070815,SHFE +1968,ZN1105.SHF,ZN1105,沪锌1105,20100518,20110516,SHFE +1969,RB1103.SHF,RB1103,螺纹钢1103,20100316,20110315,SHFE +1970,SP2506.SHF,SP2506,纸浆2506,20240618,20250616,SHFE +1971,CU9912.SHF,CU9912,沪铜9912,19990525,19991215,SHFE +1972,RU1305.SHF,RU1305,橡胶1305,20120516,20130515,SHFE +1973,CU1105.SHF,CU1105,沪铜1105,20100518,20110516,SHFE +1974,BU1410.SHF,BU1410,沥青1410,20140416,20141015,SHFE +1975,RU1006.SHF,RU1006,橡胶1006,20090616,20100617,SHFE +1976,RB1408.SHF,RB1408,螺纹钢1408,20130816,20140815,SHFE +1977,RU1708.SHF,RU1708,橡胶1708,20160816,20170815,SHFE +1978,AL1509.SHF,AL1509,沪铝1509,20140916,20150915,SHFE +1979,AL0704.SHF,AL0704,沪铝0704,20060418,20070416,SHFE +1980,AL1306.SHF,AL1306,沪铝1306,20120618,20130617,SHFE +1981,AU1105.SHF,AU1105,沪金1105,20100518,20110516,SHFE +1982,FU1112.SHF,FU1112,燃油1112,20101201,20111130,SHFE +1983,RU9711.SHF,RU9711,橡胶9711,19970414,19971117,SHFE +1984,RB1105.SHF,RB1105,螺纹钢1105,20100518,20110516,SHFE +1985,PB1701.SHF,PB1701,沪铅1701,20160118,20170116,SHFE +1986,AG2503.SHF,AG2503,沪银2503,20240318,20250317,SHFE +1987,FU2401.SHF,FU2401,燃油2401,20221223,20231229,SHFE +1988,CU9510.SHF,CU9510,沪铜9510,19950417,19951013,SHFE +1989,FU1211.SHF,FU1211,燃油1211,20111101,20121031,SHFE +1990,CU0503.SHF,CU0503,沪铜0503,20040316,20050315,SHFE +1991,RU1503.SHF,RU1503,橡胶1503,20140318,20150316,SHFE +1992,CU0709.SHF,CU0709,沪铜0709,20060918,20070917,SHFE +1993,FU2402.SHF,FU2402,燃油2402,20230117,20240131,SHFE +1994,RB1011.SHF,RB1011,螺纹钢1011,20091117,20101115,SHFE +1995,SN1704.SHF,SN1704,沪锡1704,20160418,20170417,SHFE +1996,CU9506.SHF,CU9506,沪铜9506,19950417,19950615,SHFE +1997,SN2402.SHF,SN2402,沪锡2402,20230216,20240219,SHFE +1998,CU2408.SHF,CU2408,沪铜2408,20230816,20240815,SHFE +1999,FU1810.SHF,FU1810,燃油1810,20171009,20180628,SHFE +2000,RB1511.SHF,RB1511,螺纹钢1511,20141118,20151116,SHFE +2001,AU0811.SHF,AU0811,沪金0811,20080109,20081117,SHFE +2002,WR1005.SHF,WR1005,线材1005,20090518,20100517,SHFE +2003,AU0808.SHF,AU0808,沪金0808,20080109,20080815,SHFE +2004,FU1812.SHF,FU1812,燃油1812,20171201,20180628,SHFE +2005,RU9704.SHF,RU9704,橡胶9704,19970318,19970415,SHFE +2006,AL2402.SHF,AL2402,沪铝2402,20230216,20240219,SHFE +2007,PB1205.SHF,PB1205,沪铅1205,20110517,20120515,SHFE +2008,AU1703.SHF,AU1703,沪金1703,20161216,20170315,SHFE +2009,RU9510.SHF,RU9510,橡胶9510,19950622,19951013,SHFE +2010,RU2308.SHF,RU2308,橡胶2308,20220816,20230815,SHFE +2011,SP2501.SHF,SP2501,纸浆2501,20240116,20250115,SHFE +2012,CU9509.SHF,CU9509,沪铜9509,19950417,19950915,SHFE +2013,AU1702.SHF,AU1702,沪金1702,20160118,20170215,SHFE +2014,PB2306.SHF,PB2306,沪铅2306,20220616,20230615,SHFE +2015,ZN1610.SHF,ZN1610,沪锌1610,20151016,20161017,SHFE +2016,FU2105.SHF,FU2105,燃油2105,20200506,20210430,SHFE +2017,RU9710.SHF,RU9710,橡胶9710,19970414,19971015,SHFE +2018,CU1911.SHF,CU1911,沪铜1911,20181116,20191115,SHFE +2019,AL1911.SHF,AL1911,沪铝1911,20181116,20191115,SHFE +2020,ZN1911.SHF,ZN1911,沪锌1911,20181116,20191115,SHFE +2021,PB1911.SHF,PB1911,沪铅1911,20181116,20191115,SHFE +2022,NI1911.SHF,NI1911,沪镍1911,20181116,20191115,SHFE +2023,SN1911.SHF,SN1911,沪锡1911,20181116,20191115,SHFE +2024,AU1912.SHF,AU1912,沪金1912,20181116,20191216,SHFE +2025,AG1911.SHF,AG1911,沪银1911,20181116,20191115,SHFE +2026,RB1911.SHF,RB1911,螺纹钢1911,20181116,20191115,SHFE +2027,WR1911.SHF,WR1911,线材1911,20181116,20191115,SHFE +2028,HC1911.SHF,HC1911,热轧卷板1911,20181116,20191115,SHFE +2029,BU1905.SHF,BU1905,沥青1905,20181116,20190515,SHFE +2030,RU1911.SHF,RU1911,橡胶1911,20181116,20191115,SHFE +2031,CU1612.SHF,CU1612,沪铜1612,20151216,20161215,SHFE +2032,RU1108.SHF,RU1108,橡胶1108,20100817,20110815,SHFE +2033,PB1612.SHF,PB1612,沪铅1612,20151216,20161215,SHFE +2034,AU1710.SHF,AU1710,沪金1710,20160920,20171016,SHFE +2035,NI1706.SHF,NI1706,沪镍1706,20160616,20170615,SHFE +2036,AG2304.SHF,AG2304,沪银2304,20220418,20230417,SHFE +2037,CU1606.SHF,CU1606,沪铜1606,20150616,20160615,SHFE +2038,NI2411.SHF,NI2411,沪镍2411,20231116,20241115,SHFE +2039,ZN1006.SHF,ZN1006,沪锌1006,20090616,20100617,SHFE +2040,RU9707.SHF,RU9707,橡胶9707,19970414,19970711,SHFE +2041,CU1202.SHF,CU1202,沪铜1202,20110216,20120215,SHFE +2042,AL9811.SHF,AL9811,沪铝9811,19980612,19981113,SHFE +2043,PB2402.SHF,PB2402,沪铅2402,20230216,20240219,SHFE +2044,AL1804.SHF,AL1804,沪铝1804,20170418,20180416,SHFE +2045,CU1804.SHF,CU1804,沪铜1804,20170418,20180416,SHFE +2046,ZN1804.SHF,ZN1804,沪锌1804,20170418,20180416,SHFE +2047,PB1804.SHF,PB1804,沪铅1804,20170418,20180416,SHFE +2048,NI1804.SHF,NI1804,沪镍1804,20170418,20180416,SHFE +2049,SN1804.SHF,SN1804,沪锡1804,20170418,20180416,SHFE +2050,RU1804.SHF,RU1804,橡胶1804,20170418,20180416,SHFE +2051,BU1710.SHF,BU1710,沥青1710,20170418,20171016,SHFE +2052,AU1707.SHF,AU1707,沪金1707,20170418,20170717,SHFE +2053,AG1804.SHF,AG1804,沪银1804,20170418,20180416,SHFE +2054,RB1804.SHF,RB1804,螺纹钢1804,20170418,20180416,SHFE +2055,WR1804.SHF,WR1804,线材1804,20170418,20180416,SHFE +2056,HC1804.SHF,HC1804,热轧卷板1804,20170418,20180416,SHFE +2057,AO2408.SHF,AO2408,氧化铝2408,20230816,20240815,SHFE +2058,WR1202.SHF,WR1202,线材1202,20110216,20120215,SHFE +2059,WR1208.SHF,WR1208,线材1208,20110816,20120815,SHFE +2060,AL1303.SHF,AL1303,沪铝1303,20120316,20130315,SHFE +2061,SN1610.SHF,SN1610,沪锡1610,20151016,20161017,SHFE +2062,RU9705.SHF,RU9705,橡胶9705,19970416,19970515,SHFE +2063,AL1104.SHF,AL1104,沪铝1104,20100416,20110415,SHFE +2064,AG1709.SHF,AG1709,沪银1709,20160920,20170915,SHFE +2065,CU9508.SHF,CU9508,沪铜9508,19950417,19950815,SHFE +2066,AL0508.SHF,AL0508,沪铝0508,20040817,20050815,SHFE +2067,AL2507.SHF,AL2507,沪铝2507,20240716,20250715,SHFE +2068,CU9909.SHF,CU9909,沪铜9909,19990325,19990915,SHFE +2069,WR0911.SHF,WR0911,线材0911,20090327,20091116,SHFE +2070,AG1405.SHF,AG1405,沪银1405,20130516,20140515,SHFE +2071,AL0006.SHF,AL0006,沪铝0006,19991130,20000615,SHFE +2072,AL1101.SHF,AL1101,沪铝1101,20100118,20110117,SHFE +2073,FU1811.SHF,FU1811,燃油1811,20171101,20180628,SHFE +2074,RB1301.SHF,RB1301,螺纹钢1301,20120116,20130115,SHFE +2075,FU2111.SHF,FU2111,燃油2111,20201102,20211029,SHFE +2076,HC1410.SHF,HC1410,热轧卷板1410,20140321,20141015,SHFE +2077,HC1601.SHF,HC1601,热轧卷板1601,20150116,20160115,SHFE +2078,AU1606.SHF,AU1606,沪金1606,20150518,20160615,SHFE +2079,AG2407.SHF,AG2407,沪银2407,20230718,20240715,SHFE +2080,AL1406.SHF,AL1406,沪铝1406,20130618,20140616,SHFE +2081,RU1504.SHF,RU1504,橡胶1504,20140416,20150415,SHFE +2082,AU0806.SHF,AU0806,沪金0806,20080109,20080616,SHFE +2083,CU0304.SHF,CU0304,沪铜0304,20020829,20030415,SHFE +2084,HC1705.SHF,HC1705,热轧卷板1705,20160517,20170515,SHFE +2085,AL1201.SHF,AL1201,沪铝1201,20110118,20120113,SHFE +2086,FU1106.SHF,FU1106,燃油1106,20100601,20110531,SHFE +2087,WR1507.SHF,WR1507,线材1507,20140716,20150715,SHFE +2088,RU2101.SHF,RU2101,橡胶2101,20200116,20210115,SHFE +2089,BU2007.SHF,BU2007,沥青2007,20200116,20200715,SHFE +2090,AU2102.SHF,AU2102,沪金2102,20200116,20210205,SHFE +2091,WR2101.SHF,WR2101,线材2101,20200116,20210115,SHFE +2092,SP2101.SHF,SP2101,纸浆2101,20200116,20210115,SHFE +2093,RB2101.SHF,RB2101,螺纹钢2101,20200116,20210115,SHFE +2094,HC2101.SHF,HC2101,热轧卷板2101,20200116,20210115,SHFE +2095,CU2101.SHF,CU2101,沪铜2101,20200116,20210115,SHFE +2096,AL2101.SHF,AL2101,沪铝2101,20200116,20210115,SHFE +2097,ZN2101.SHF,ZN2101,沪锌2101,20200116,20210115,SHFE +2098,PB2101.SHF,PB2101,沪铅2101,20200116,20210115,SHFE +2099,NI2101.SHF,NI2101,沪镍2101,20200116,20210115,SHFE +2100,SN2101.SHF,SN2101,沪锡2101,20200116,20210115,SHFE +2101,AG2101.SHF,AG2101,沪银2101,20200116,20210115,SHFE +2102,SS2101.SHF,SS2101,不锈钢2101,20200116,20210115,SHFE +2103,FU1505.SHF,FU1505,燃油1505,20140505,20150430,SHFE +2104,ZN1403.SHF,ZN1403,沪锌1403,20130318,20140317,SHFE +2105,FU0510.SHF,FU0510,燃油0510,20041008,20050930,SHFE +2106,HC2411.SHF,HC2411,热轧卷板2411,20231116,20241115,SHFE +2107,WR2212.SHF,WR2212,线材2212,20211216,20221215,SHFE +2108,CU0703.SHF,CU0703,沪铜0703,20060316,20070315,SHFE +2109,ZN0909.SHF,ZN0909,沪锌0909,20080917,20090915,SHFE +2110,FU0803.SHF,FU0803,燃油0803,20070301,20080229,SHFE +2111,CU1605.SHF,CU1605,沪铜1605,20150518,20160516,SHFE +2112,AL2502.SHF,AL2502,沪铝2502,20240220,20250217,SHFE +2113,CU0407.SHF,CU0407,沪铜0407,20030716,20040715,SHFE +2114,SP2408.SHF,SP2408,纸浆2408,20230816,20240815,SHFE +2115,AU2408.SHF,AU2408,沪金2408,20230718,20240815,SHFE +2116,FU2505.SHF,FU2505,燃油2505,20240506,20250430,SHFE +2117,RU0907.SHF,RU0907,橡胶0907,20080716,20090715,SHFE +2118,RB2505.SHF,RB2505,螺纹钢2505,20240516,20250515,SHFE +2119,AL2403.SHF,AL2403,沪铝2403,20230316,20240315,SHFE +2120,ZN1703.SHF,ZN1703,沪锌1703,20160316,20170315,SHFE +2121,ZN2407.SHF,ZN2407,沪锌2407,20230718,20240715,SHFE +2122,BU1704.SHF,BU1704,沥青1704,20161018,20170417,SHFE +2123,AL0702.SHF,AL0702,沪铝0702,20060216,20070212,SHFE +2124,AG2504.SHF,AG2504,沪银2504,20240416,20250415,SHFE +2125,CU1702.SHF,CU1702,沪铜1702,20160216,20170215,SHFE +2126,RB1305.SHF,RB1305,螺纹钢1305,20120516,20130515,SHFE +2127,CU1407.SHF,CU1407,沪铜1407,20130716,20140715,SHFE +2128,AL9703.SHF,AL9703,沪铝9703,19961203,19970314,SHFE +2129,ZN1412.SHF,ZN1412,沪锌1412,20131217,20141215,SHFE +2130,ZN1004.SHF,ZN1004,沪锌1004,20090416,20100415,SHFE +2131,ZN0708.SHF,ZN0708,沪锌0708,20070326,20070815,SHFE +2132,SN2412.SHF,SN2412,沪锡2412,20231218,20241216,SHFE +2133,RU1603.SHF,RU1603,橡胶1603,20150317,20160315,SHFE +2134,ZN1603.SHF,ZN1603,沪锌1603,20150317,20160315,SHFE +2135,PB1310.SHF,PB1310,沪铅1310,20121016,20131015,SHFE +2136,WR1006.SHF,WR1006,线材1006,20090616,20100617,SHFE +2137,CU0706.SHF,CU0706,沪铜0706,20060616,20070615,SHFE +2138,AG2006.SHF,AG2006,沪银2006,20190618,20200615,SHFE +2139,AL2006.SHF,AL2006,沪铝2006,20190618,20200615,SHFE +2140,AU1909.SHF,AU1909,沪金1909,20190618,20190916,SHFE +2141,BU2106.SHF,BU2106,沥青2106,20190618,20210615,SHFE +2142,CU2006.SHF,CU2006,沪铜2006,20190618,20200615,SHFE +2143,HC2006.SHF,HC2006,热轧卷板2006,20190618,20200615,SHFE +2144,NI2006.SHF,NI2006,沪镍2006,20190618,20200615,SHFE +2145,PB2006.SHF,PB2006,沪铅2006,20190618,20200615,SHFE +2146,RB2006.SHF,RB2006,螺纹钢2006,20190618,20200615,SHFE +2147,RU2006.SHF,RU2006,橡胶2006,20190618,20200615,SHFE +2148,SN2006.SHF,SN2006,沪锡2006,20190618,20200615,SHFE +2149,SP2006.SHF,SP2006,纸浆2006,20190618,20200615,SHFE +2150,WR2006.SHF,WR2006,线材2006,20190618,20200615,SHFE +2151,ZN2006.SHF,ZN2006,沪锌2006,20190618,20200615,SHFE +2152,AL2003.SHF,AL2003,沪铝2003,20190318,20200316,SHFE +2153,CU2003.SHF,CU2003,沪铜2003,20190318,20200316,SHFE +2154,ZN2003.SHF,ZN2003,沪锌2003,20190318,20200316,SHFE +2155,PB2003.SHF,PB2003,沪铅2003,20190318,20200316,SHFE +2156,NI2003.SHF,NI2003,沪镍2003,20190318,20200316,SHFE +2157,SN2003.SHF,SN2003,沪锡2003,20190318,20200316,SHFE +2158,RU2003.SHF,RU2003,橡胶2003,20190318,20200316,SHFE +2159,BU2103.SHF,BU2103,沥青2103,20190318,20210315,SHFE +2160,AU2004.SHF,AU2004,沪金2004,20190318,20200415,SHFE +2161,AG2003.SHF,AG2003,沪银2003,20190318,20200316,SHFE +2162,RB2003.SHF,RB2003,螺纹钢2003,20190318,20200316,SHFE +2163,WR2003.SHF,WR2003,线材2003,20190318,20200316,SHFE +2164,HC2003.SHF,HC2003,热轧卷板2003,20190318,20200316,SHFE +2165,SP2003.SHF,SP2003,纸浆2003,20190318,20200316,SHFE +2166,RU2001.SHF,RU2001,橡胶2001,20190116,20200115,SHFE +2167,AG2001.SHF,AG2001,沪银2001,20190116,20200115,SHFE +2168,SN2001.SHF,SN2001,沪锡2001,20190116,20200115,SHFE +2169,NI2001.SHF,NI2001,沪镍2001,20190116,20200115,SHFE +2170,PB2001.SHF,PB2001,沪铅2001,20190116,20200115,SHFE +2171,ZN2001.SHF,ZN2001,沪锌2001,20190116,20200115,SHFE +2172,AL2001.SHF,AL2001,沪铝2001,20190116,20200115,SHFE +2173,CU2001.SHF,CU2001,沪铜2001,20190116,20200115,SHFE +2174,HC2001.SHF,HC2001,热轧卷板2001,20190116,20200115,SHFE +2175,RB2001.SHF,RB2001,螺纹钢2001,20190116,20200115,SHFE +2176,BU1907.SHF,BU1907,沥青1907,20190116,20190715,SHFE +2177,SP2001.SHF,SP2001,纸浆2001,20190116,20200115,SHFE +2178,AU2002.SHF,AU2002,沪金2002,20190116,20200217,SHFE +2179,WR2001.SHF,WR2001,线材2001,20190116,20200115,SHFE +2180,CU0902.SHF,CU0902,沪铜0902,20080218,20090216,SHFE +2181,SN1711.SHF,SN1711,沪锡1711,20161116,20171115,SHFE +2182,RB2411.SHF,RB2411,螺纹钢2411,20231116,20241115,SHFE +2183,PB1711.SHF,PB1711,沪铅1711,20161116,20171115,SHFE +2184,WR1603.SHF,WR1603,线材1603,20150317,20160315,SHFE +2185,FU1404.SHF,FU1404,燃油1404,20130401,20140331,SHFE +2186,WR2409.SHF,WR2409,线材2409,20230918,20240918,SHFE +2187,ZN1302.SHF,ZN1302,沪锌1302,20120216,20130218,SHFE +2188,FU2204.SHF,FU2204,燃油2204,20210401,20220331,SHFE +2189,FU0807.SHF,FU0807,燃油0807,20070702,20080630,SHFE +2190,NI1511.SHF,NI1511,沪镍1511,20150327,20151116,SHFE +2191,AL1007.SHF,AL1007,沪铝1007,20090716,20100715,SHFE +2192,BU2501.SHF,BU2501,沥青2501,20240116,20250115,SHFE +2193,AG2011.SHF,AG2011,沪银2011,20191118,20201116,SHFE +2194,AL2011.SHF,AL2011,沪铝2011,20191118,20201116,SHFE +2195,AU2012.SHF,AU2012,沪金2012,20191118,20201215,SHFE +2196,BU2005.SHF,BU2005,沥青2005,20191118,20200515,SHFE +2197,CU2011.SHF,CU2011,沪铜2011,20191118,20201116,SHFE +2198,HC2011.SHF,HC2011,热轧卷板2011,20191118,20201116,SHFE +2199,NI2011.SHF,NI2011,沪镍2011,20191118,20201116,SHFE +2200,PB2011.SHF,PB2011,沪铅2011,20191118,20201116,SHFE +2201,RB2011.SHF,RB2011,螺纹钢2011,20191118,20201116,SHFE +2202,RU2011.SHF,RU2011,橡胶2011,20191118,20201116,SHFE +2203,SN2011.SHF,SN2011,沪锡2011,20191118,20201116,SHFE +2204,SP2011.SHF,SP2011,纸浆2011,20191118,20201116,SHFE +2205,WR2011.SHF,WR2011,线材2011,20191118,20201116,SHFE +2206,ZN2011.SHF,ZN2011,沪锌2011,20191118,20201116,SHFE +2207,SS2011.SHF,SS2011,不锈钢2011,20191118,20201116,SHFE +2208,AU1302.SHF,AU1302,沪金1302,20120216,20130218,SHFE +2209,CU0102.SHF,CU0102,沪铜0102,20000727,20010215,SHFE +2210,RU0609.SHF,RU0609,橡胶0609,20050916,20060915,SHFE +2211,RU0107.SHF,RU0107,橡胶0107,20000926,20010716,SHFE +2212,FU2412.SHF,FU2412,燃油2412,20231201,20241129,SHFE +2213,RB1405.SHF,RB1405,螺纹钢1405,20130516,20140515,SHFE +2214,AU1004.SHF,AU1004,沪金1004,20090416,20100415,SHFE +2215,RU1207.SHF,RU1207,橡胶1207,20110718,20120716,SHFE +2216,RU0401.SHF,RU0401,橡胶0401,20030116,20040115,SHFE +2217,AL0510.SHF,AL0510,沪铝0510,20041018,20051017,SHFE +2218,FU2307.SHF,FU2307,燃油2307,20220701,20230630,SHFE +2219,SS2406.SHF,SS2406,不锈钢2406,20230616,20240617,SHFE +2220,AG1211.SHF,AG1211,沪银1211,20120510,20121115,SHFE +2221,AG2411.SHF,AG2411,沪银2411,20231116,20241115,SHFE +2222,CU9805.SHF,CU9805,沪铜9805,19971023,19980515,SHFE +2223,RB1012.SHF,RB1012,螺纹钢1012,20091216,20101215,SHFE +2224,BU1712.SHF,BU1712,沥青1712,20151216,20171215,SHFE +2225,HC2401.SHF,HC2401,热轧卷板2401,20230117,20240115,SHFE +2226,AL0606.SHF,AL0606,沪铝0606,20050616,20060615,SHFE +2227,NI1710.SHF,NI1710,沪镍1710,20161018,20171016,SHFE +2228,SN1708.SHF,SN1708,沪锡1708,20160816,20170815,SHFE +2229,SN1509.SHF,SN1509,沪锡1509,20150327,20150915,SHFE +2230,FU0805.SHF,FU0805,燃油0805,20070508,20080430,SHFE +2231,ZN2508.SHF,ZN2508,沪锌2508,20240816,20250815,SHFE +2232,PB1707.SHF,PB1707,沪铅1707,20160718,20170717,SHFE +2233,PB1510.SHF,PB1510,沪铅1510,20141016,20151015,SHFE +2234,RU9807.SHF,RU9807,橡胶9807,19980327,19980715,SHFE +2235,AL0712.SHF,AL0712,沪铝0712,20061218,20071217,SHFE +2236,AU0905.SHF,AU0905,沪金0905,20080516,20090515,SHFE +2237,RU2306.SHF,RU2306,橡胶2306,20220616,20230615,SHFE +2238,AG2305.SHF,AG2305,沪银2305,20220517,20230515,SHFE +2239,AL2305.SHF,AL2305,沪铝2305,20220517,20230515,SHFE +2240,AU2306.SHF,AU2306,沪金2306,20220517,20230615,SHFE +2241,BU2305.SHF,BU2305,沥青2305,20220517,20230515,SHFE +2242,CU2305.SHF,CU2305,沪铜2305,20220517,20230515,SHFE +2243,HC2305.SHF,HC2305,热轧卷板2305,20220517,20230515,SHFE +2244,NI2305.SHF,NI2305,沪镍2305,20220517,20230515,SHFE +2245,PB2305.SHF,PB2305,沪铅2305,20220517,20230515,SHFE +2246,RB2305.SHF,RB2305,螺纹钢2305,20220517,20230515,SHFE +2247,RU2305.SHF,RU2305,橡胶2305,20220517,20230515,SHFE +2248,SN2305.SHF,SN2305,沪锡2305,20220517,20230515,SHFE +2249,SP2305.SHF,SP2305,纸浆2305,20220517,20230515,SHFE +2250,SS2305.SHF,SS2305,不锈钢2305,20220517,20230515,SHFE +2251,WR2305.SHF,WR2305,线材2305,20220517,20230515,SHFE +2252,ZN2305.SHF,ZN2305,沪锌2305,20220517,20230515,SHFE +2253,CU1402.SHF,CU1402,沪铜1402,20130219,20140217,SHFE +2254,FU1405.SHF,FU1405,燃油1405,20130502,20140430,SHFE +2255,HC2508.SHF,HC2508,热轧卷板2508,20240816,20250815,SHFE +2256,SP2511.SHF,SP2511,纸浆2511,20241118,20251117,SHFE +2257,RU9808.SHF,RU9808,橡胶9808,19980429,19980814,SHFE +2258,ZN2504.SHF,ZN2504,沪锌2504,20240416,20250415,SHFE +2259,CU2412.SHF,CU2412,沪铜2412,20231218,20241216,SHFE +2260,SP2409.SHF,SP2409,纸浆2409,20230918,20240918,SHFE +2261,AL0912.SHF,AL0912,沪铝0912,20081216,20091215,SHFE +2262,PB1412.SHF,PB1412,沪铅1412,20131217,20141215,SHFE +2263,ZN1508.SHF,ZN1508,沪锌1508,20140818,20150817,SHFE +2264,BU2603.SHF,BU2603,沥青2603,20240318,20260316,SHFE +2265,WR1110.SHF,WR1110,线材1110,20101018,20111017,SHFE +2266,CU0806.SHF,CU0806,沪铜0806,20070618,20080616,SHFE +2267,CU9702.SHF,CU9702,沪铜9702,19960716,19970220,SHFE +2268,RB1410.SHF,RB1410,螺纹钢1410,20131016,20141015,SHFE +2269,ZN1305.SHF,ZN1305,沪锌1305,20120516,20130515,SHFE +2270,RB1002.SHF,RB1002,螺纹钢1002,20090327,20100209,SHFE +2271,AU0809.SHF,AU0809,沪金0809,20080109,20080916,SHFE +2272,BU2510.SHF,BU2510,沥青2510,20241016,20251015,SHFE +2273,NI1701.SHF,NI1701,沪镍1701,20160118,20170116,SHFE +2274,RB2504.SHF,RB2504,螺纹钢2504,20240416,20250415,SHFE +2275,RB1709.SHF,RB1709,螺纹钢1709,20160920,20170915,SHFE +2276,AL0404.SHF,AL0404,沪铝0404,20030416,20040415,SHFE +2277,AG2111.SHF,AG2111,沪银2111,20201117,20211115,SHFE +2278,AL2111.SHF,AL2111,沪铝2111,20201117,20211115,SHFE +2279,AU2112.SHF,AU2112,沪金2112,20201117,20211215,SHFE +2280,BU2105.SHF,BU2105,沥青2105,20201117,20210517,SHFE +2281,CU2111.SHF,CU2111,沪铜2111,20201117,20211115,SHFE +2282,HC2111.SHF,HC2111,热轧卷板2111,20201117,20211115,SHFE +2283,NI2111.SHF,NI2111,沪镍2111,20201117,20211115,SHFE +2284,PB2111.SHF,PB2111,沪铅2111,20201117,20211115,SHFE +2285,RB2111.SHF,RB2111,螺纹钢2111,20201117,20211115,SHFE +2286,RU2111.SHF,RU2111,橡胶2111,20201117,20211115,SHFE +2287,SN2111.SHF,SN2111,沪锡2111,20201117,20211115,SHFE +2288,SP2111.SHF,SP2111,纸浆2111,20201117,20211115,SHFE +2289,SS2111.SHF,SS2111,不锈钢2111,20201117,20211115,SHFE +2290,WR2111.SHF,WR2111,线材2111,20201117,20211115,SHFE +2291,ZN2111.SHF,ZN2111,沪锌2111,20201117,20211115,SHFE +2292,AL2411.SHF,AL2411,沪铝2411,20231116,20241115,SHFE +2293,ZN1402.SHF,ZN1402,沪锌1402,20130219,20140217,SHFE +2294,RU1206.SHF,RU1206,橡胶1206,20110616,20120615,SHFE +2295,AL9905.SHF,AL9905,沪铝9905,19990113,19990514,SHFE +2296,CU0303.SHF,CU0303,沪铜0303,20020523,20030317,SHFE +2297,FU0904.SHF,FU0904,燃油0904,20080401,20090331,SHFE +2298,ZN1503.SHF,ZN1503,沪锌1503,20140318,20150316,SHFE +2299,FU2506.SHF,FU2506,燃油2506,20240603,20250530,SHFE +2300,AL9706.SHF,AL9706,沪铝9706,19970217,19970613,SHFE +2301,PB1201.SHF,PB1201,沪铅1201,20110324,20120113,SHFE +2302,RU0611.SHF,RU0611,橡胶0611,20051116,20061115,SHFE +2303,AU0904.SHF,AU0904,沪金0904,20080416,20090415,SHFE +2304,BR2409.SHF,BR2409,丁二烯橡胶2409,20230918,20240918,SHFE +2305,WR2412.SHF,WR2412,线材2412,20231218,20241216,SHFE +2306,AU2307.SHF,AU2307,沪金2307,20230418,20230717,SHFE +2307,AL0104.SHF,AL0104,沪铝0104,20000929,20010416,SHFE +2308,RB0912.SHF,RB0912,螺纹钢0912,20090327,20091215,SHFE +2309,RU1203.SHF,RU1203,橡胶1203,20110316,20120315,SHFE +2310,WR1510.SHF,WR1510,线材1510,20141016,20151015,SHFE +2311,ZN1405.SHF,ZN1405,沪锌1405,20130516,20140515,SHFE +2312,NI2404.SHF,NI2404,沪镍2404,20230418,20240415,SHFE +2313,SN1611.SHF,SN1611,沪锡1611,20151117,20161115,SHFE +2314,RB2405.SHF,RB2405,螺纹钢2405,20230516,20240515,SHFE +2315,PB1702.SHF,PB1702,沪铅1702,20160216,20170215,SHFE +2316,AL1404.SHF,AL1404,沪铝1404,20130416,20140415,SHFE +2317,BU2208.SHF,BU2208,沥青2208,20220216,20220815,SHFE +2318,AL9809.SHF,AL9809,沪铝9809,19980514,19980915,SHFE +2319,HC2310.SHF,HC2310,热轧卷板2310,20221018,20231016,SHFE +2320,ZN1108.SHF,ZN1108,沪锌1108,20100817,20110815,SHFE +2321,SN2309.SHF,SN2309,沪锡2309,20220916,20230915,SHFE +2322,AL1112.SHF,AL1112,沪铝1112,20101216,20111215,SHFE +2323,WR1705.SHF,WR1705,线材1705,20160517,20170515,SHFE +2324,FU1912.SHF,FU1912,燃油1912,20181203,20191129,SHFE +2325,CU0108.SHF,CU0108,沪铜0108,20001201,20010815,SHFE +2326,SS2002.SHF,SS2002,不锈钢2002,20190925,20200217,SHFE +2327,SS2003.SHF,SS2003,不锈钢2003,20190925,20200316,SHFE +2328,SS2004.SHF,SS2004,不锈钢2004,20190925,20200415,SHFE +2329,SS2005.SHF,SS2005,不锈钢2005,20190925,20200515,SHFE +2330,SS2006.SHF,SS2006,不锈钢2006,20190925,20200615,SHFE +2331,SS2007.SHF,SS2007,不锈钢2007,20190925,20200715,SHFE +2332,SS2008.SHF,SS2008,不锈钢2008,20190925,20200817,SHFE +2333,SS2009.SHF,SS2009,不锈钢2009,20190925,20200915,SHFE +2334,AG2212.SHF,AG2212,沪银2212,20211216,20221215,SHFE +2335,CU2505.SHF,CU2505,沪铜2505,20240516,20250515,SHFE +2336,CU0508.SHF,CU0508,沪铜0508,20040817,20050815,SHFE +2337,AL0306.SHF,AL0306,沪铝0306,20021118,20030616,SHFE +2338,SP2312.SHF,SP2312,纸浆2312,20221216,20231215,SHFE +2339,CU0101.SHF,CU0101,沪铜0101,20000704,20010115,SHFE +2340,AL2503.SHF,AL2503,沪铝2503,20240318,20250317,SHFE +2341,RB1109.SHF,RB1109,螺纹钢1109,20100916,20110915,SHFE +2342,AL0701.SHF,AL0701,沪铝0701,20060117,20070115,SHFE +2343,AU1203.SHF,AU1203,沪金1203,20110316,20120315,SHFE +2344,WR1303.SHF,WR1303,线材1303,20120316,20130315,SHFE +2345,ZN1404.SHF,ZN1404,沪锌1404,20130416,20140415,SHFE +2346,RB1612.SHF,RB1612,螺纹钢1612,20151216,20161215,SHFE +2347,SP2310.SHF,SP2310,纸浆2310,20221018,20231016,SHFE +2348,AL1507.SHF,AL1507,沪铝1507,20140716,20150715,SHFE +2349,RU0911.SHF,RU0911,橡胶0911,20081118,20091116,SHFE +2350,PB1506.SHF,PB1506,沪铅1506,20140617,20150615,SHFE +2351,AL9807.SHF,AL9807,沪铝9807,19980302,19980715,SHFE +2352,HC2406.SHF,HC2406,热轧卷板2406,20230616,20240617,SHFE +2353,AU1106.SHF,AU1106,沪金1106,20100618,20110615,SHFE +2354,AU1607.SHF,AU1607,沪金1607,20160418,20160715,SHFE +2355,NI1509.SHF,NI1509,沪镍1509,20150327,20150915,SHFE +2356,PB1203.SHF,PB1203,沪铅1203,20110324,20120315,SHFE +2357,WR1103.SHF,WR1103,线材1103,20100316,20110315,SHFE +2358,FU0804.SHF,FU0804,燃油0804,20070402,20080331,SHFE +2359,CU1108.SHF,CU1108,沪铜1108,20100817,20110815,SHFE +2360,PB2407.SHF,PB2407,沪铅2407,20230718,20240715,SHFE +2361,CU0210.SHF,CU0210,沪铜0210,20020201,20021015,SHFE +2362,AL1710.SHF,AL1710,沪铝1710,20161018,20171016,SHFE +2363,BU2311.SHF,BU2311,沥青2311,20221116,20231115,SHFE +2364,SP2002.SHF,SP2002,纸浆2002,20190218,20200217,SHFE +2365,WR2002.SHF,WR2002,线材2002,20190218,20200217,SHFE +2366,FU0704.SHF,FU0704,燃油0704,20060403,20070330,SHFE +2367,FU1305.SHF,FU1305,燃油1305,20120502,20130426,SHFE +2368,RU9708.SHF,RU9708,橡胶9708,19970414,19970815,SHFE +2369,ZN1408.SHF,ZN1408,沪锌1408,20130816,20140815,SHFE +2370,PB1512.SHF,PB1512,沪铅1512,20141216,20151215,SHFE +2371,AL0410.SHF,AL0410,沪铝0410,20031016,20041015,SHFE +2372,CU1109.SHF,CU1109,沪铜1109,20100916,20110915,SHFE +2373,AL1006.SHF,AL1006,沪铝1006,20090616,20100617,SHFE +2374,RB1604.SHF,RB1604,螺纹钢1604,20150416,20160415,SHFE +2375,AU1604.SHF,AU1604,沪金1604,20150416,20160415,SHFE +2376,NI2211.SHF,NI2211,沪镍2211,20211116,20221115,SHFE +2377,ZN0711.SHF,ZN0711,沪锌0711,20070326,20071115,SHFE +2378,RU9603.SHF,RU9603,橡胶9603,19951102,19960320,SHFE +2379,BU1709.SHF,BU1709,沥青1709,20150916,20170915,SHFE +2380,FU0602.SHF,FU0602,燃油0602,20050201,20060127,SHFE +2381,AG1209.SHF,AG1209,沪银1209,20120510,20120917,SHFE +2382,ZN1506.SHF,ZN1506,沪锌1506,20140617,20150615,SHFE +2383,RB2509.SHF,RB2509,螺纹钢2509,20240919,20250915,SHFE +2384,PB1710.SHF,PB1710,沪铅1710,20161018,20171016,SHFE +2385,RB1502.SHF,RB1502,螺纹钢1502,20140218,20150210,SHFE +2386,AL1903.SHF,AL1903,沪铝1903,20180316,20190315,SHFE +2387,CU1903.SHF,CU1903,沪铜1903,20180316,20190315,SHFE +2388,ZN1903.SHF,ZN1903,沪锌1903,20180316,20190315,SHFE +2389,PB1903.SHF,PB1903,沪铅1903,20180316,20190315,SHFE +2390,NI1903.SHF,NI1903,沪镍1903,20180316,20190315,SHFE +2391,SN1903.SHF,SN1903,沪锡1903,20180316,20190315,SHFE +2392,RU1903.SHF,RU1903,橡胶1903,20180316,20190315,SHFE +2393,BU2003.SHF,BU2003,沥青2003,20180316,20200316,SHFE +2394,AU1904.SHF,AU1904,沪金1904,20180316,20190415,SHFE +2395,AG1903.SHF,AG1903,沪银1903,20180316,20190315,SHFE +2396,RB1903.SHF,RB1903,螺纹钢1903,20180316,20190315,SHFE +2397,WR1903.SHF,WR1903,线材1903,20180316,20190315,SHFE +2398,HC1903.SHF,HC1903,热轧卷板1903,20180316,20190315,SHFE +2399,WR1007.SHF,WR1007,线材1007,20090716,20100715,SHFE +2400,AL1708.SHF,AL1708,沪铝1708,20160816,20170815,SHFE +2401,FU1601.SHF,FU1601,燃油1601,20150105,20151231,SHFE +2402,FU1312.SHF,FU1312,燃油1312,20121203,20131129,SHFE +2403,BU1605.SHF,BU1605,沥青1605,20151117,20160516,SHFE +2404,WR1712.SHF,WR1712,线材1712,20161216,20171215,SHFE +2405,AU0906.SHF,AU0906,沪金0906,20080617,20090615,SHFE +2406,FU1011.SHF,FU1011,燃油1011,20091102,20101029,SHFE +2407,SS2502.SHF,SS2502,不锈钢2502,20240220,20250217,SHFE +2408,CU0801.SHF,CU0801,沪铜0801,20070116,20080115,SHFE +2409,RU1309.SHF,RU1309,橡胶1309,20120918,20130916,SHFE +2410,RU0710.SHF,RU0710,橡胶0710,20061017,20071015,SHFE +2411,RU0803.SHF,RU0803,橡胶0803,20070316,20080317,SHFE +2412,RU0404.SHF,RU0404,橡胶0404,20030416,20040415,SHFE +2413,RU0706.SHF,RU0706,橡胶0706,20060616,20070615,SHFE +2414,AU2501.SHF,AU2501,沪金2501,20241016,20250115,SHFE +2415,CU0808.SHF,CU0808,沪铜0808,20070816,20080815,SHFE +2416,RU0010.SHF,RU0010,橡胶0010,20000307,20001016,SHFE +2417,NI2403.SHF,NI2403,沪镍2403,20230316,20240315,SHFE +2418,BU2606.SHF,BU2606,沥青2606,20240618,20260615,SHFE +2419,RB1503.SHF,RB1503,螺纹钢1503,20140318,20150316,SHFE +2420,CU0307.SHF,CU0307,沪铜0307,20021106,20030715,SHFE +2421,AG1309.SHF,AG1309,沪银1309,20120918,20130916,SHFE +2422,AG1607.SHF,AG1607,沪银1607,20150716,20160715,SHFE +2423,AL1203.SHF,AL1203,沪铝1203,20110316,20120315,SHFE +2424,BU1404.SHF,BU1404,沥青1404,20131016,20140415,SHFE +2425,RU0704.SHF,RU0704,橡胶0704,20060418,20070416,SHFE +2426,FU2102.SHF,FU2102,燃油2102,20200117,20210129,SHFE +2427,ZN1103.SHF,ZN1103,沪锌1103,20100316,20110315,SHFE +2428,RB1005.SHF,RB1005,螺纹钢1005,20090518,20100517,SHFE +2429,AU0807.SHF,AU0807,沪金0807,20080109,20080715,SHFE +2430,FU1006.SHF,FU1006,燃油1006,20090601,20100531,SHFE +2431,FU2303.SHF,FU2303,燃油2303,20220301,20230228,SHFE +2432,RU1406.SHF,RU1406,橡胶1406,20130618,20140616,SHFE +2433,RB2409.SHF,RB2409,螺纹钢2409,20230918,20240918,SHFE +2434,AL9803.SHF,AL9803,沪铝9803,19971023,19980313,SHFE +2435,HC1706.SHF,HC1706,热轧卷板1706,20160616,20170615,SHFE +2436,AG1412.SHF,AG1412,沪银1412,20131217,20141215,SHFE +2437,HC1709.SHF,HC1709,热轧卷板1709,20160920,20170915,SHFE +2438,SS2401.SHF,SS2401,不锈钢2401,20230117,20240115,SHFE +2439,ZN2501.SHF,ZN2501,沪锌2501,20240116,20250115,SHFE +2440,AL0802.SHF,AL0802,沪铝0802,20070213,20080215,SHFE +2441,FU0708.SHF,FU0708,燃油0708,20060801,20070731,SHFE +2442,AL9607.SHF,AL9607,沪铝9607,19960516,19960715,SHFE +2443,AG1801.SHF,AG1801,沪银1801,20170117,20180115,SHFE +2444,AL1801.SHF,AL1801,沪铝1801,20170117,20180115,SHFE +2445,AU1802.SHF,AU1802,沪金1802,20170117,20180209,SHFE +2446,BU1707.SHF,BU1707,沥青1707,20170117,20170717,SHFE +2447,CU1801.SHF,CU1801,沪铜1801,20170117,20180115,SHFE +2448,HC1801.SHF,HC1801,热轧卷板1801,20170117,20180115,SHFE +2449,NI1801.SHF,NI1801,沪镍1801,20170117,20180115,SHFE +2450,PB1801.SHF,PB1801,沪铅1801,20170117,20180115,SHFE +2451,RB1801.SHF,RB1801,螺纹钢1801,20170117,20180115,SHFE +2452,RU1801.SHF,RU1801,橡胶1801,20170117,20180115,SHFE +2453,SN1801.SHF,SN1801,沪锡1801,20170117,20180115,SHFE +2454,WR1801.SHF,WR1801,线材1801,20170117,20180115,SHFE +2455,ZN1801.SHF,ZN1801,沪锌1801,20170117,20180115,SHFE +2456,CU0412.SHF,CU0412,沪铜0412,20031216,20041215,SHFE +2457,RB1412.SHF,RB1412,螺纹钢1412,20131217,20141215,SHFE +2458,SS2506.SHF,SS2506,不锈钢2506,20240618,20250616,SHFE +2459,AL0811.SHF,AL0811,沪铝0811,20071116,20081117,SHFE +2460,AG2312.SHF,AG2312,沪银2312,20221216,20231215,SHFE +2461,RU1008.SHF,RU1008,橡胶1008,20090818,20100816,SHFE +2462,CU0804.SHF,CU0804,沪铜0804,20070417,20080415,SHFE +2463,CU0107.SHF,CU0107,沪铜0107,20001116,20010716,SHFE +2464,CU0106.SHF,CU0106,沪铜0106,20001026,20010615,SHFE +2465,AG1603.SHF,AG1603,沪银1603,20150317,20160315,SHFE +2466,AL0107.SHF,AL0107,沪铝0107,20001031,20010716,SHFE +2467,AU1506.SHF,AU1506,沪金1506,20140716,20150615,SHFE +2468,CU0409.SHF,CU0409,沪铜0409,20030916,20040915,SHFE +2469,AG2301.SHF,AG2301,沪银2301,20220118,20230116,SHFE +2470,AL2301.SHF,AL2301,沪铝2301,20220118,20230116,SHFE +2471,AU2302.SHF,AU2302,沪金2302,20220118,20230215,SHFE +2472,BU2207.SHF,BU2207,沥青2207,20220118,20220715,SHFE +2473,CU2301.SHF,CU2301,沪铜2301,20220118,20230116,SHFE +2474,HC2301.SHF,HC2301,热轧卷板2301,20220118,20230116,SHFE +2475,NI2301.SHF,NI2301,沪镍2301,20220118,20230116,SHFE +2476,PB2301.SHF,PB2301,沪铅2301,20220118,20230116,SHFE +2477,RB2301.SHF,RB2301,螺纹钢2301,20220118,20230116,SHFE +2478,RU2301.SHF,RU2301,橡胶2301,20220118,20230116,SHFE +2479,SN2301.SHF,SN2301,沪锡2301,20220118,20230116,SHFE +2480,SP2301.SHF,SP2301,纸浆2301,20220118,20230116,SHFE +2481,SS2301.SHF,SS2301,不锈钢2301,20220118,20230116,SHFE +2482,WR2301.SHF,WR2301,线材2301,20220118,20230116,SHFE +2483,ZN2301.SHF,ZN2301,沪锌2301,20220118,20230116,SHFE +2484,BU1408.SHF,BU1408,沥青1408,20140218,20140815,SHFE +2485,FU1901.SHF,FU1901,燃油1901,20180102,20181228,SHFE +2486,FU0608.SHF,FU0608,燃油0608,20050801,20060731,SHFE +2487,CU1010.SHF,CU1010,沪铜1010,20091016,20101015,SHFE +2488,CU0805.SHF,CU0805,沪铜0805,20070516,20080515,SHFE +2489,AU1308.SHF,AU1308,沪金1308,20120816,20130815,SHFE +2490,RB2502.SHF,RB2502,螺纹钢2502,20240220,20250217,SHFE +2491,RU1410.SHF,RU1410,橡胶1410,20131016,20141015,SHFE +2492,CU0402.SHF,CU0402,沪铜0402,20030218,20040216,SHFE +2493,AU0812.SHF,AU0812,沪金0812,20080109,20081215,SHFE +2494,AL9609.SHF,AL9609,沪铝9609,19960530,19960913,SHFE +2495,BU2409.SHF,BU2409,沥青2409,20220916,20240918,SHFE +2496,AL9906.SHF,AL9906,沪铝9906,19990203,19990615,SHFE +2497,FU0911.SHF,FU0911,燃油0911,20081103,20091030,SHFE +2498,FU1010.SHF,FU1010,燃油1010,20091009,20100930,SHFE +2499,HC2306.SHF,HC2306,热轧卷板2306,20220616,20230615,SHFE +2500,AL9912.SHF,AL9912,沪铝9912,19990112,19991215,SHFE +2501,FU2504.SHF,FU2504,燃油2504,20240401,20250331,SHFE +2502,AU2508.SHF,AU2508,沪金2508,20240716,20250815,SHFE +2503,WR1407.SHF,WR1407,线材1407,20130716,20140715,SHFE +2504,ZN2412.SHF,ZN2412,沪锌2412,20231218,20241216,SHFE +2505,SS2507.SHF,SS2507,不锈钢2507,20240716,20250715,SHFE +2506,AU1407.SHF,AU1407,沪金1407,20130716,20140715,SHFE +2507,AG2308.SHF,AG2308,沪银2308,20220816,20230815,SHFE +2508,RU0808.SHF,RU0808,橡胶0808,20070816,20080815,SHFE +2509,AL1008.SHF,AL1008,沪铝1008,20090818,20100816,SHFE +2510,FU2109.SHF,FU2109,燃油2109,20200901,20210831,SHFE +2511,PB1508.SHF,PB1508,沪铅1508,20140818,20150817,SHFE +2512,AL1002.SHF,AL1002,沪铝1002,20090217,20100209,SHFE +2513,AU1411.SHF,AU1411,沪金1411,20140818,20141117,SHFE +2514,CU1404.SHF,CU1404,沪铜1404,20130416,20140415,SHFE +2515,PB2504.SHF,PB2504,沪铅2504,20240416,20250415,SHFE +2516,AU1109.SHF,AU1109,沪金1109,20100916,20110915,SHFE +2517,RB1501.SHF,RB1501,螺纹钢1501,20140116,20150115,SHFE +2518,WR1702.SHF,WR1702,线材1702,20160216,20170215,SHFE +2519,RB1409.SHF,RB1409,螺纹钢1409,20130917,20140915,SHFE +2520,AU0907.SHF,AU0907,沪金0907,20080716,20090715,SHFE +2521,AL0412.SHF,AL0412,沪铝0412,20031216,20041215,SHFE +2522,SS2405.SHF,SS2405,不锈钢2405,20230516,20240515,SHFE +2523,NI2304.SHF,NI2304,沪镍2304,20220418,20230417,SHFE +2524,CU1611.SHF,CU1611,沪铜1611,20151117,20161115,SHFE +2525,CU1704.SHF,CU1704,沪铜1704,20160418,20170417,SHFE +2526,CU1004.SHF,CU1004,沪铜1004,20090416,20100415,SHFE +2527,CU0509.SHF,CU0509,沪铜0509,20040916,20050915,SHFE +2528,SN2303.SHF,SN2303,沪锡2303,20220316,20230315,SHFE +2529,CU1710.SHF,CU1710,沪铜1710,20161018,20171016,SHFE +2530,CU1207.SHF,CU1207,沪铜1207,20110718,20120716,SHFE +2531,RU1407.SHF,RU1407,橡胶1407,20130716,20140715,SHFE +2532,WR1610.SHF,WR1610,线材1610,20151016,20161017,SHFE +2533,FU1510.SHF,FU1510,燃油1510,20141008,20150930,SHFE +2534,FU1902.SHF,FU1902,燃油1902,20180716,20190125,SHFE +2535,FU1907.SHF,FU1907,燃油1907,20180716,20190628,SHFE +2536,AL1307.SHF,AL1307,沪铝1307,20120717,20130715,SHFE +2537,CU1512.SHF,CU1512,沪铜1512,20141216,20151215,SHFE +2538,CU0105.SHF,CU0105,沪铜0105,20001011,20010515,SHFE +2539,ZN1512.SHF,ZN1512,沪锌1512,20141216,20151215,SHFE +2540,SN2503.SHF,SN2503,沪锡2503,20240318,20250317,SHFE +2541,CU0606.SHF,CU0606,沪铜0606,20050616,20060615,SHFE +2542,RB1302.SHF,RB1302,螺纹钢1302,20120216,20130218,SHFE +2543,FU1909.SHF,FU1909,燃油1909,20180903,20190830,SHFE +2544,RU1106.SHF,RU1106,橡胶1106,20100618,20110615,SHFE +2545,CU1306.SHF,CU1306,沪铜1306,20120618,20130617,SHFE +2546,FU0607.SHF,FU0607,燃油0607,20050701,20060630,SHFE +2547,FU1403.SHF,FU1403,燃油1403,20130301,20140228,SHFE +2548,AG1703.SHF,AG1703,沪银1703,20160316,20170315,SHFE +2549,WR1212.SHF,WR1212,线材1212,20111216,20121217,SHFE +2550,RU0204.SHF,RU0204,橡胶0204,20011213,20020415,SHFE +2551,ZN2509.SHF,ZN2509,沪锌2509,20240919,20250915,SHFE +2552,AL1003.SHF,AL1003,沪铝1003,20090317,20100315,SHFE +2553,PB1906.SHF,PB1906,沪铅1906,20180619,20190617,SHFE +2554,AL1906.SHF,AL1906,沪铝1906,20180619,20190617,SHFE +2555,CU1906.SHF,CU1906,沪铜1906,20180619,20190617,SHFE +2556,AG1906.SHF,AG1906,沪银1906,20180619,20190617,SHFE +2557,NI1906.SHF,NI1906,沪镍1906,20180619,20190617,SHFE +2558,SN1906.SHF,SN1906,沪锡1906,20180619,20190617,SHFE +2559,WR1906.SHF,WR1906,线材1906,20180619,20190617,SHFE +2560,RB1906.SHF,RB1906,螺纹钢1906,20180619,20190617,SHFE +2561,HC1906.SHF,HC1906,热轧卷板1906,20180619,20190617,SHFE +2562,ZN1906.SHF,ZN1906,沪锌1906,20180619,20190617,SHFE +2563,RU1906.SHF,RU1906,橡胶1906,20180619,20190617,SHFE +2564,BU2006.SHF,BU2006,沥青2006,20180619,20200615,SHFE +2565,AU1809.SHF,AU1809,沪金1809,20180619,20180917,SHFE +2566,RB1606.SHF,RB1606,螺纹钢1606,20150616,20160615,SHFE +2567,RB1205.SHF,RB1205,螺纹钢1205,20110517,20120515,SHFE +2568,RU0601.SHF,RU0601,橡胶0601,20050118,20060116,SHFE +2569,BU2210.SHF,BU2210,沥青2210,20220316,20221017,SHFE +2570,BU2211.SHF,BU2211,沥青2211,20220316,20221115,SHFE +2571,BU2301.SHF,BU2301,沥青2301,20220316,20230116,SHFE +2572,BU2302.SHF,BU2302,沥青2302,20220316,20230215,SHFE +2573,RU0505.SHF,RU0505,橡胶0505,20040518,20050516,SHFE +2574,FU1710.SHF,FU1710,燃油1710,20161010,20170929,SHFE +2575,SS2501.SHF,SS2501,不锈钢2501,20240116,20250115,SHFE +2576,ZN2303.SHF,ZN2303,沪锌2303,20220316,20230315,SHFE +2577,NI1712.SHF,NI1712,沪镍1712,20161216,20171215,SHFE +2578,AU1503.SHF,AU1503,沪金1503,20141216,20150316,SHFE +2579,FU0501.SHF,FU0501,燃油0501,20040825,20041231,SHFE +2580,RU2211.SHF,RU2211,橡胶2211,20211116,20221115,SHFE +2581,SN1604.SHF,SN1604,沪锡1604,20150416,20160415,SHFE +2582,RB1710.SHF,RB1710,螺纹钢1710,20161018,20171016,SHFE +2583,RU0003.SHF,RU0003,橡胶0003,19990730,20000315,SHFE +2584,WR1412.SHF,WR1412,线材1412,20131217,20141215,SHFE +2585,ZN2310.SHF,ZN2310,沪锌2310,20221018,20231016,SHFE +2586,WR1508.SHF,WR1508,线材1508,20140818,20150817,SHFE +2587,FU2108.SHF,FU2108,燃油2108,20200803,20210730,SHFE +2588,AL9902.SHF,AL9902,沪铝9902,19981006,19990212,SHFE +2589,FU0508.SHF,FU0508,燃油0508,20040825,20050729,SHFE +2590,RU0308.SHF,RU0308,橡胶0308,20021028,20030815,SHFE +2591,PB2508.SHF,PB2508,沪铅2508,20240816,20250815,SHFE +2592,HC1503.SHF,HC1503,热轧卷板1503,20140321,20150316,SHFE +2593,AU1507.SHF,AU1507,沪金1507,20150416,20150715,SHFE +2594,FU2312.SHF,FU2312,燃油2312,20221201,20231130,SHFE +2595,ZN1204.SHF,ZN1204,沪锌1204,20110418,20120416,SHFE +2596,PB2507.SHF,PB2507,沪铅2507,20240716,20250715,SHFE +2597,PB1504.SHF,PB1504,沪铅1504,20140416,20150415,SHFE +2598,AL1506.SHF,AL1506,沪铝1506,20140617,20150615,SHFE +2599,BU2609.SHF,BU2609,沥青2609,20240919,20260915,SHFE +2600,SN1702.SHF,SN1702,沪锡1702,20160216,20170215,SHFE +2601,CU0001.SHF,CU0001,沪铜0001,19990618,20000117,SHFE +2602,AU1309.SHF,AU1309,沪金1309,20120918,20130916,SHFE +2603,AG2408.SHF,AG2408,沪银2408,20230816,20240815,SHFE +2604,SN2409.SHF,SN2409,沪锡2409,20230918,20240918,SHFE +2605,SP2406.SHF,SP2406,纸浆2406,20230616,20240617,SHFE +2606,AG2211.SHF,AG2211,沪银2211,20211116,20221115,SHFE +2607,RU0810.SHF,RU0810,橡胶0810,20071016,20081015,SHFE +2608,NI1601.SHF,NI1601,沪镍1601,20150327,20160115,SHFE +2609,AL9705.SHF,AL9705,沪铝9705,19970117,19970515,SHFE +2610,ZN0812.SHF,ZN0812,沪锌0812,20071218,20081215,SHFE +2611,SS2306.SHF,SS2306,不锈钢2306,20220616,20230615,SHFE +2612,AL0106.SHF,AL0106,沪铝0106,20001023,20010615,SHFE +2613,RU0201.SHF,RU0201,橡胶0201,20010717,20020115,SHFE +2614,AL2407.SHF,AL2407,沪铝2407,20230718,20240715,SHFE +2615,WR1401.SHF,WR1401,线材1401,20130116,20140115,SHFE +2616,CU2508.SHF,CU2508,沪铜2508,20240816,20250815,SHFE +2617,RU1303.SHF,RU1303,橡胶1303,20120316,20130315,SHFE +2618,CU0410.SHF,CU0410,沪铜0410,20031016,20041015,SHFE +2619,AO2511.SHF,AO2511,氧化铝2511,20241118,20251117,SHFE +2620,AL0612.SHF,AL0612,沪铝0612,20051216,20061215,SHFE +2621,AL1412.SHF,AL1412,沪铝1412,20131217,20141215,SHFE +2622,NI2409.SHF,NI2409,沪镍2409,20230918,20240918,SHFE +2623,FU1801.SHF,FU1801,燃油1801,20170103,20171229,SHFE +2624,PB2310.SHF,PB2310,沪铅2310,20221018,20231016,SHFE +2625,AU2405.SHF,AU2405,沪金2405,20240220,20240515,SHFE +2626,AL0501.SHF,AL0501,沪铝0501,20040116,20050117,SHFE +2627,AL1212.SHF,AL1212,沪铝1212,20111216,20121217,SHFE +2628,CU2506.SHF,CU2506,沪铜2506,20240618,20250616,SHFE +2629,CU0611.SHF,CU0611,沪铜0611,20051116,20061115,SHFE +2630,AO2508.SHF,AO2508,氧化铝2508,20240816,20250815,SHFE +2631,PB1602.SHF,PB1602,沪铅1602,20150216,20160215,SHFE +2632,RU1010.SHF,RU1010,橡胶1010,20091016,20101015,SHFE +2633,FU1910.SHF,FU1910,燃油1910,20181008,20190923,SHFE +2634,RU0406.SHF,RU0406,橡胶0406,20030617,20040615,SHFE +2635,WR1707.SHF,WR1707,线材1707,20160718,20170717,SHFE +2636,NI2505.SHF,NI2505,沪镍2505,20240516,20250515,SHFE +2637,RU2401.SHF,RU2401,橡胶2401,20230117,20240115,SHFE +2638,CU9808.SHF,CU9808,沪铜9808,19980211,19980814,SHFE +2639,ZN1011.SHF,ZN1011,沪锌1011,20091117,20101115,SHFE +2640,AU1509.SHF,AU1509,沪金1509,20150616,20150915,SHFE +2641,CU0712.SHF,CU0712,沪铜0712,20061218,20071217,SHFE +2642,AU2207.SHF,AU2207,沪金2207,20220418,20220715,SHFE +2643,AL1302.SHF,AL1302,沪铝1302,20120216,20130218,SHFE +2644,CU0310.SHF,CU0310,沪铜0310,20021111,20031015,SHFE +2645,FU2006.SHF,FU2006,燃油2006,20190603,20200529,SHFE +2646,BR2507.SHF,BR2507,丁二烯橡胶2507,20240716,20250715,SHFE +2647,FU2403.SHF,FU2403,燃油2403,20230301,20240229,SHFE +2648,NI1602.SHF,NI1602,沪镍1602,20150327,20160215,SHFE +2649,AU1712.SHF,AU1712,沪金1712,20161116,20171215,SHFE +2650,AU1601.SHF,AU1601,沪金1601,20151016,20160115,SHFE +2651,AL1409.SHF,AL1409,沪铝1409,20130917,20140915,SHFE +2652,CU0008.SHF,CU0008,沪铜0008,20000117,20000815,SHFE +2653,FU2101.SHF,FU2101,燃油2101,20191223,20201224,SHFE +2654,FU2002.SHF,FU2002,燃油2002,20190128,20200116,SHFE +2655,RU9802.SHF,RU9802,橡胶9802,19971105,19971224,SHFE +2656,AG2406.SHF,AG2406,沪银2406,20230616,20240617,SHFE +2657,PB1608.SHF,PB1608,沪铅1608,20150818,20160815,SHFE +2658,BU1502.SHF,BU1502,沥青1502,20140818,20150210,SHFE +2659,AG1605.SHF,AG1605,沪银1605,20150518,20160516,SHFE +2660,CU0907.SHF,CU0907,沪铜0907,20080716,20090715,SHFE +2661,CU0702.SHF,CU0702,沪铜0702,20060216,20070212,SHFE +2662,PB2503.SHF,PB2503,沪铅2503,20240318,20250317,SHFE +2663,RU0211.SHF,RU0211,橡胶0211,20020528,20021115,SHFE +2664,RU0909.SHF,RU0909,橡胶0909,20080917,20090915,SHFE +2665,RU9509.SHF,RU9509,橡胶9509,19950517,19950816,SHFE +2666,SN1605.SHF,SN1605,沪锡1605,20150518,20160516,SHFE +2667,WR1404.SHF,WR1404,线材1404,20130416,20140415,SHFE +2668,FU1009.SHF,FU1009,燃油1009,20090901,20100831,SHFE +2669,SP2212.SHF,SP2212,纸浆2212,20211216,20221215,SHFE +2670,WR1502.SHF,WR1502,线材1502,20140218,20150210,SHFE +2671,RB1003.SHF,RB1003,螺纹钢1003,20090327,20100315,SHFE +2672,RU1711.SHF,RU1711,橡胶1711,20161116,20171115,SHFE +2673,AL9505.SHF,AL9505,沪铝9505,19950417,19950515,SHFE +2674,HC1708.SHF,HC1708,热轧卷板1708,20160816,20170815,SHFE +2675,FU2010.SHF,FU2010,燃油2010,20190924,20200923,SHFE +2676,ZN1209.SHF,ZN1209,沪锌1209,20110916,20120917,SHFE +2677,SS2409.SHF,SS2409,不锈钢2409,20230918,20240918,SHFE +2678,SN2411.SHF,SN2411,沪锡2411,20231116,20241115,SHFE +2679,CU0011.SHF,CU0011,沪铜0011,20000420,20001115,SHFE +2680,FU2309.SHF,FU2309,燃油2309,20220901,20230831,SHFE +2681,RU2501.SHF,RU2501,橡胶2501,20240116,20250115,SHFE +2682,AU1406.SHF,AU1406,沪金1406,20130618,20140616,SHFE +2683,BU1705.SHF,BU1705,沥青1705,20161116,20170515,SHFE +2684,AL0607.SHF,AL0607,沪铝0607,20050718,20060717,SHFE +2685,AL1912.SHF,AL1912,沪铝1912,20181218,20191216,SHFE +2686,CU1912.SHF,CU1912,沪铜1912,20181218,20191216,SHFE +2687,ZN1912.SHF,ZN1912,沪锌1912,20181218,20191216,SHFE +2688,PB1912.SHF,PB1912,沪铅1912,20181218,20191216,SHFE +2689,NI1912.SHF,NI1912,沪镍1912,20181218,20191216,SHFE +2690,SN1912.SHF,SN1912,沪锡1912,20181218,20191216,SHFE +2691,BU2012.SHF,BU2012,沥青2012,20181218,20201215,SHFE +2692,AU1903.SHF,AU1903,沪金1903,20181218,20190315,SHFE +2693,AG1912.SHF,AG1912,沪银1912,20181218,20191216,SHFE +2694,RB1912.SHF,RB1912,螺纹钢1912,20181218,20191216,SHFE +2695,WR1912.SHF,WR1912,线材1912,20181218,20191216,SHFE +2696,HC1912.SHF,HC1912,热轧卷板1912,20181218,20191216,SHFE +2697,SP1912.SHF,SP1912,纸浆1912,20181218,20191216,SHFE +2698,RU0108.SHF,RU0108,橡胶0108,20001026,20010815,SHFE +2699,CU2212.SHF,CU2212,沪铜2212,20211216,20221215,SHFE +2700,PB1704.SHF,PB1704,沪铅1704,20160418,20170417,SHFE +2701,RU0005.SHF,RU0005,橡胶0005,19991019,20000515,SHFE +2702,ZN1409.SHF,ZN1409,沪锌1409,20130917,20140915,SHFE +2703,FU1508.SHF,FU1508,燃油1508,20140801,20150731,SHFE +2704,AL1803.SHF,AL1803,沪铝1803,20170316,20180315,SHFE +2705,CU1803.SHF,CU1803,沪铜1803,20170316,20180315,SHFE +2706,ZN1803.SHF,ZN1803,沪锌1803,20170316,20180315,SHFE +2707,PB1803.SHF,PB1803,沪铅1803,20170316,20180315,SHFE +2708,NI1803.SHF,NI1803,沪镍1803,20170316,20180315,SHFE +2709,SN1803.SHF,SN1803,沪锡1803,20170316,20180315,SHFE +2710,RU1803.SHF,RU1803,橡胶1803,20170316,20180315,SHFE +2711,BU1903.SHF,BU1903,沥青1903,20170316,20190315,SHFE +2712,AU1804.SHF,AU1804,沪金1804,20170316,20180416,SHFE +2713,AG1803.SHF,AG1803,沪银1803,20170316,20180315,SHFE +2714,RB1803.SHF,RB1803,螺纹钢1803,20170316,20180315,SHFE +2715,WR1803.SHF,WR1803,线材1803,20170316,20180315,SHFE +2716,HC1803.SHF,HC1803,热轧卷板1803,20170316,20180315,SHFE +2717,AL0807.SHF,AL0807,沪铝0807,20070717,20080715,SHFE +2718,AG2409.SHF,AG2409,沪银2409,20230918,20240918,SHFE +2719,ZN1710.SHF,ZN1710,沪锌1710,20161018,20171016,SHFE +2720,AG2508.SHF,AG2508,沪银2508,20240816,20250815,SHFE +2721,ZN2304.SHF,ZN2304,沪锌2304,20220418,20230417,SHFE +2722,RB1703.SHF,RB1703,螺纹钢1703,20160316,20170315,SHFE +2723,AL9808.SHF,AL9808,沪铝9808,19980319,19980814,SHFE +2724,CU1406.SHF,CU1406,沪铜1406,20130618,20140616,SHFE +2725,BU1606.SHF,BU1606,沥青1606,20140617,20160615,SHFE +2726,AU2309.SHF,AU2309,沪金2309,20230616,20230915,SHFE +2727,FU1709.SHF,FU1709,燃油1709,20160901,20170831,SHFE +2728,WR1909.SHF,WR1909,线材1909,20181016,20190916,SHFE +2729,ZN1505.SHF,ZN1505,沪锌1505,20140516,20150515,SHFE +2730,RB1009.SHF,RB1009,螺纹钢1009,20090916,20100915,SHFE +2731,FU1705.SHF,FU1705,燃油1705,20160503,20170428,SHFE +2732,BR2501.SHF,BR2501,丁二烯橡胶2501,20240116,20250115,SHFE +2733,RU2507.SHF,RU2507,橡胶2507,20240716,20250715,SHFE +2734,AL0208.SHF,AL0208,沪铝0208,20020204,20020815,SHFE +2735,WR2308.SHF,WR2308,线材2308,20220816,20230815,SHFE +2736,RU0310.SHF,RU0310,橡胶0310,20021212,20031015,SHFE +2737,RU9609.SHF,RU9609,橡胶9609,19960524,19960717,SHFE +2738,AG2403.SHF,AG2403,沪银2403,20230316,20240315,SHFE +2739,AL0910.SHF,AL0910,沪铝0910,20081016,20091015,SHFE +2740,ZN1008.SHF,ZN1008,沪锌1008,20090818,20100816,SHFE +2741,RB2007.SHF,RB2007,螺纹钢2007,20190716,20200715,SHFE +2742,HC2007.SHF,HC2007,热轧卷板2007,20190716,20200715,SHFE +2743,CU2007.SHF,CU2007,沪铜2007,20190716,20200715,SHFE +2744,AL2007.SHF,AL2007,沪铝2007,20190716,20200715,SHFE +2745,ZN2007.SHF,ZN2007,沪锌2007,20190716,20200715,SHFE +2746,PB2007.SHF,PB2007,沪铅2007,20190716,20200715,SHFE +2747,NI2007.SHF,NI2007,沪镍2007,20190716,20200715,SHFE +2748,SN2007.SHF,SN2007,沪锡2007,20190716,20200715,SHFE +2749,WR2007.SHF,WR2007,线材2007,20190716,20200715,SHFE +2750,AG2007.SHF,AG2007,沪银2007,20190716,20200715,SHFE +2751,SP2007.SHF,SP2007,纸浆2007,20190716,20200715,SHFE +2752,RU2007.SHF,RU2007,橡胶2007,20190716,20200715,SHFE +2753,AU2008.SHF,AU2008,沪金2008,20190716,20200817,SHFE +2754,BU2001.SHF,BU2001,沥青2001,20190716,20200115,SHFE +2755,FU0606.SHF,FU0606,燃油0606,20050601,20060531,SHFE +2756,AL0408.SHF,AL0408,沪铝0408,20030818,20040816,SHFE +2757,WR1009.SHF,WR1009,线材1009,20090916,20100915,SHFE +2758,WR1710.SHF,WR1710,线材1710,20161018,20171016,SHFE +2759,HC1604.SHF,HC1604,热轧卷板1604,20150416,20160415,SHFE +2760,AL0003.SHF,AL0003,沪铝0003,19990910,20000315,SHFE +2761,CU0710.SHF,CU0710,沪铜0710,20061017,20071015,SHFE +2762,RB1306.SHF,RB1306,螺纹钢1306,20120618,20130617,SHFE +2763,CU2308.SHF,CU2308,沪铜2308,20220816,20230815,SHFE +2764,RU9811.SHF,RU9811,橡胶9811,19980518,19981116,SHFE +2765,CU1203.SHF,CU1203,沪铜1203,20110316,20120315,SHFE +2766,AL0209.SHF,AL0209,沪铝0209,20020304,20020916,SHFE +2767,FU1503.SHF,FU1503,燃油1503,20140303,20150227,SHFE +2768,PB2211.SHF,PB2211,沪铅2211,20211116,20221115,SHFE +2769,RB1307.SHF,RB1307,螺纹钢1307,20120717,20130715,SHFE +2770,RB1601.SHF,RB1601,螺纹钢1601,20150116,20160115,SHFE +2771,AU1007.SHF,AU1007,沪金1007,20090716,20100715,SHFE +2772,NI2312.SHF,NI2312,沪镍2312,20221216,20231215,SHFE +2773,PB2406.SHF,PB2406,沪铅2406,20230616,20240617,SHFE +2774,AL0203.SHF,AL0203,沪铝0203,20010807,20020315,SHFE +2775,FU0612.SHF,FU0612,燃油0612,20051201,20061130,SHFE +2776,AO2504.SHF,AO2504,氧化铝2504,20240416,20250415,SHFE +2777,AL9901.SHF,AL9901,沪铝9901,19980701,19990115,SHFE +2778,ZN2403.SHF,ZN2403,沪锌2403,20230316,20240315,SHFE +2779,AU1108.SHF,AU1108,沪金1108,20100817,20110815,SHFE +2780,AL9611.SHF,AL9611,沪铝9611,19960708,19961115,SHFE +2781,RU1707.SHF,RU1707,橡胶1707,20160718,20170717,SHFE +2782,RU0307.SHF,RU0307,橡胶0307,20020911,20030715,SHFE +2783,CU9901.SHF,CU9901,沪铜9901,19980608,19990115,SHFE +2784,AL9709.SHF,AL9709,沪铝9709,19970519,19970915,SHFE +2785,AL0402.SHF,AL0402,沪铝0402,20030218,20040216,SHFE +2786,FU0912.SHF,FU0912,燃油0912,20081201,20091130,SHFE +2787,CU0204.SHF,CU0204,沪铜0204,20010822,20020415,SHFE +2788,FU2107.SHF,FU2107,燃油2107,20200701,20210630,SHFE +2789,ZN0805.SHF,ZN0805,沪锌0805,20070516,20080515,SHFE +2790,ZN1605.SHF,ZN1605,沪锌1605,20150518,20160516,SHFE +2791,AL9903.SHF,AL9903,沪铝9903,19981019,19990315,SHFE +2792,AL0604.SHF,AL0604,沪铝0604,20050418,20060417,SHFE +2793,PB1407.SHF,PB1407,沪铅1407,20130716,20140715,SHFE +2794,CU0308.SHF,CU0308,沪铜0308,20021108,20030815,SHFE +2795,ZN1702.SHF,ZN1702,沪锌1702,20160216,20170215,SHFE +2796,AU1312.SHF,AU1312,沪金1312,20121218,20131216,SHFE +2797,SS2402.SHF,SS2402,不锈钢2402,20230216,20240219,SHFE +2798,RU2303.SHF,RU2303,橡胶2303,20220316,20230315,SHFE +2799,RB2310.SHF,RB2310,螺纹钢2310,20221018,20231016,SHFE +2800,RU1210.SHF,RU1210,橡胶1210,20111018,20121015,SHFE +2801,AL1601.SHF,AL1601,沪铝1601,20150116,20160115,SHFE +2802,WR2309.SHF,WR2309,线材2309,20220916,20230915,SHFE +2803,AU0909.SHF,AU0909,沪金0909,20080917,20090915,SHFE +2804,AL9508.SHF,AL9508,沪铝9508,19950417,19950815,SHFE +2805,FU0701.SHF,FU0701,燃油0701,20060104,20061229,SHFE +2806,RU1605.SHF,RU1605,橡胶1605,20150518,20160516,SHFE +2807,PB1709.SHF,PB1709,沪铅1709,20160920,20170915,SHFE +2808,WR2406.SHF,WR2406,线材2406,20230616,20240617,SHFE +2809,AL0907.SHF,AL0907,沪铝0907,20080716,20090715,SHFE +2810,AL2311.SHF,AL2311,沪铝2311,20221116,20231115,SHFE +2811,RU1310.SHF,RU1310,橡胶1310,20121016,20131015,SHFE +2812,FU0908.SHF,FU0908,燃油0908,20080801,20090731,SHFE +2813,SN2504.SHF,SN2504,沪锡2504,20240416,20250415,SHFE +2814,RB0909.SHF,RB0909,螺纹钢0909,20090327,20090915,SHFE +2815,AU1009.SHF,AU1009,沪金1009,20090916,20100915,SHFE +2816,CU1711.SHF,CU1711,沪铜1711,20161116,20171115,SHFE +2817,RU1001.SHF,RU1001,橡胶1001,20090116,20100115,SHFE +2818,RU1404.SHF,RU1404,橡胶1404,20130416,20140415,SHFE +2819,RU9911.SHF,RU9911,橡胶9911,19990517,19991115,SHFE +2820,WR2510.SHF,WR2510,线材2510,20241016,20251015,SHFE +2821,CU0909.SHF,CU0909,沪铜0909,20080917,20090915,SHFE +2822,FU2112.SHF,FU2112,燃油2112,20201201,20211130,SHFE +2823,FU1611.SHF,FU1611,燃油1611,20151102,20161031,SHFE +2824,RU9606.SHF,RU9606,橡胶9606,19960115,19960614,SHFE +2825,AL1012.SHF,AL1012,沪铝1012,20091216,20101215,SHFE +2826,FU0511.SHF,FU0511,燃油0511,20041101,20051031,SHFE +2827,AL0601.SHF,AL0601,沪铝0601,20050118,20060116,SHFE +2828,FU1409.SHF,FU1409,燃油1409,20130902,20140829,SHFE +2829,AL0608.SHF,AL0608,沪铝0608,20050816,20060815,SHFE +2830,CU0711.SHF,CU0711,沪铜0711,20061116,20071115,SHFE +2831,ZN1211.SHF,ZN1211,沪锌1211,20111116,20121115,SHFE +2832,CU2405.SHF,CU2405,沪铜2405,20230516,20240515,SHFE +2833,FU1202.SHF,FU1202,燃油1202,20110201,20120131,SHFE +2834,AG1609.SHF,AG1609,沪银1609,20150916,20160919,SHFE +2835,AL9908.SHF,AL9908,沪铝9908,19990323,19990813,SHFE +2836,PB1712.SHF,PB1712,沪铅1712,20161216,20171215,SHFE +2837,ZN1507.SHF,ZN1507,沪锌1507,20140716,20150715,SHFE +2838,CU0802.SHF,CU0802,沪铜0802,20070213,20080215,SHFE +2839,CU9809.SHF,CU9809,沪铜9809,19980313,19980915,SHFE +2840,CU1506.SHF,CU1506,沪铜1506,20140617,20150615,SHFE +2841,HC2308.SHF,HC2308,热轧卷板2308,20220816,20230815,SHFE +2842,SN2508.SHF,SN2508,沪锡2508,20240816,20250815,SHFE +2843,RU2406.SHF,RU2406,橡胶2406,20230616,20240617,SHFE +2844,RB1201.SHF,RB1201,螺纹钢1201,20110118,20120113,SHFE +2845,AO2412.SHF,AO2412,氧化铝2412,20231218,20241216,SHFE +2846,FU2501.SHF,FU2501,燃油2501,20240102,20241231,SHFE +2847,SN1712.SHF,SN1712,沪锡1712,20161216,20171215,SHFE +2848,AU0902.SHF,AU0902,沪金0902,20080218,20090216,SHFE +2849,AU2209.SHF,AU2209,沪金2209,20220616,20220915,SHFE +2850,AL0812.SHF,AL0812,沪铝0812,20071218,20081215,SHFE +2851,HC2311.SHF,HC2311,热轧卷板2311,20221116,20231115,SHFE +2852,ZN1310.SHF,ZN1310,沪锌1310,20121016,20131015,SHFE +2853,RB1207.SHF,RB1207,螺纹钢1207,20110718,20120716,SHFE +2854,HC2412.SHF,HC2412,热轧卷板2412,20231218,20241216,SHFE +2855,CU1211.SHF,CU1211,沪铜1211,20111116,20121115,SHFE +2856,RU1011.SHF,RU1011,橡胶1011,20091117,20101115,SHFE +2857,AU1103.SHF,AU1103,沪金1103,20100316,20110315,SHFE +2858,ZN0808.SHF,ZN0808,沪锌0808,20070816,20080815,SHFE +2859,WR1002.SHF,WR1002,线材1002,20090327,20100209,SHFE +2860,HC1512.SHF,HC1512,热轧卷板1512,20141216,20151215,SHFE +2861,ZN2308.SHF,ZN2308,沪锌2308,20220816,20230815,SHFE +2862,WR0909.SHF,WR0909,线材0909,20090327,20090915,SHFE +2863,WR1309.SHF,WR1309,线材1309,20120918,20130916,SHFE +2864,RU2404.SHF,RU2404,橡胶2404,20230418,20240415,SHFE +2865,AL2306.SHF,AL2306,沪铝2306,20220616,20230615,SHFE +2866,CU1308.SHF,CU1308,沪铜1308,20120816,20130815,SHFE +2867,FU1411.SHF,FU1411,燃油1411,20131101,20141031,SHFE +2868,HC2304.SHF,HC2304,热轧卷板2304,20220418,20230417,SHFE +2869,AL9804.SHF,AL9804,沪铝9804,19971120,19980415,SHFE +2870,ZN0811.SHF,ZN0811,沪锌0811,20071116,20081117,SHFE +2871,HC2501.SHF,HC2501,热轧卷板2501,20240116,20250115,SHFE +2872,BU2509.SHF,BU2509,沥青2509,20230918,20250915,SHFE +2873,CU0705.SHF,CU0705,沪铜0705,20060516,20070515,SHFE +2874,RU0801.SHF,RU0801,橡胶0801,20070116,20080115,SHFE +2875,AL2307.SHF,AL2307,沪铝2307,20220718,20230717,SHFE +2876,CU2307.SHF,CU2307,沪铜2307,20220718,20230717,SHFE +2877,ZN2307.SHF,ZN2307,沪锌2307,20220718,20230717,SHFE +2878,PB2307.SHF,PB2307,沪铅2307,20220718,20230717,SHFE +2879,NI2307.SHF,NI2307,沪镍2307,20220718,20230717,SHFE +2880,SN2307.SHF,SN2307,沪锡2307,20220718,20230717,SHFE +2881,RU2307.SHF,RU2307,橡胶2307,20220718,20230717,SHFE +2882,BU2307.SHF,BU2307,沥青2307,20220718,20230717,SHFE +2883,SP2307.SHF,SP2307,纸浆2307,20220718,20230717,SHFE +2884,AU2308.SHF,AU2308,沪金2308,20220718,20230815,SHFE +2885,AG2307.SHF,AG2307,沪银2307,20220718,20230717,SHFE +2886,RB2307.SHF,RB2307,螺纹钢2307,20220718,20230717,SHFE +2887,WR2307.SHF,WR2307,线材2307,20220718,20230717,SHFE +2888,HC2307.SHF,HC2307,热轧卷板2307,20220718,20230717,SHFE +2889,SS2307.SHF,SS2307,不锈钢2307,20220718,20230717,SHFE +2890,WR1306.SHF,WR1306,线材1306,20120618,20130617,SHFE +2891,RU1004.SHF,RU1004,橡胶1004,20090416,20100415,SHFE +2892,CU2409.SHF,CU2409,沪铜2409,20230918,20240918,SHFE +2893,HC2509.SHF,HC2509,热轧卷板2509,20240919,20250915,SHFE +2894,CU0004.SHF,CU0004,沪铜0004,19990907,20000417,SHFE +2895,RU2405.SHF,RU2405,橡胶2405,20230516,20240515,SHFE +2896,CU9803.SHF,CU9803,沪铜9803,19970912,19980313,SHFE +2897,RU0809.SHF,RU0809,橡胶0809,20070918,20080916,SHFE +2898,AL2509.SHF,AL2509,沪铝2509,20240919,20250915,SHFE +2899,ZN1311.SHF,ZN1311,沪锌1311,20121116,20131115,SHFE +2900,RU1606.SHF,RU1606,橡胶1606,20150616,20160615,SHFE +2901,CU9605.SHF,CU9605,沪铜9605,19950717,19960515,SHFE +2902,ZN1309.SHF,ZN1309,沪锌1309,20120918,20130916,SHFE +2903,WR2310.SHF,WR2310,线材2310,20221018,20231016,SHFE +2904,RB1407.SHF,RB1407,螺纹钢1407,20130716,20140715,SHFE +2905,FU0504.SHF,FU0504,燃油0504,20040825,20050331,SHFE +2906,NI2511.SHF,NI2511,沪镍2511,20241118,20251117,SHFE +2907,ZN1704.SHF,ZN1704,沪锌1704,20160418,20170417,SHFE +2908,RB2406.SHF,RB2406,螺纹钢2406,20230616,20240617,SHFE +2909,AL9810.SHF,AL9810,沪铝9810,19980609,19981015,SHFE +2910,RB1206.SHF,RB1206,螺纹钢1206,20110616,20120615,SHFE +2911,RB1607.SHF,RB1607,螺纹钢1607,20150716,20160715,SHFE +2912,SP2211.SHF,SP2211,纸浆2211,20211116,20221115,SHFE +2913,CU9505.SHF,CU9505,沪铜9505,19950417,19950515,SHFE +2914,AU1504.SHF,AU1504,沪金1504,20140416,20150415,SHFE +2915,WR1104.SHF,WR1104,线材1104,20100416,20110415,SHFE +2916,AG2201.SHF,AG2201,沪银2201,20210118,20220117,SHFE +2917,AL2201.SHF,AL2201,沪铝2201,20210118,20220117,SHFE +2918,AU2202.SHF,AU2202,沪金2202,20210118,20220215,SHFE +2919,BU2107.SHF,BU2107,沥青2107,20210118,20210715,SHFE +2920,CU2201.SHF,CU2201,沪铜2201,20210118,20220117,SHFE +2921,HC2201.SHF,HC2201,热轧卷板2201,20210118,20220117,SHFE +2922,NI2201.SHF,NI2201,沪镍2201,20210118,20220117,SHFE +2923,PB2201.SHF,PB2201,沪铅2201,20210118,20220117,SHFE +2924,RB2201.SHF,RB2201,螺纹钢2201,20210118,20220117,SHFE +2925,RU2201.SHF,RU2201,橡胶2201,20210118,20220117,SHFE +2926,SN2201.SHF,SN2201,沪锡2201,20210118,20220117,SHFE +2927,SP2201.SHF,SP2201,纸浆2201,20210118,20220117,SHFE +2928,SS2201.SHF,SS2201,不锈钢2201,20210118,20220117,SHFE +2929,WR2201.SHF,WR2201,线材2201,20210118,20220117,SHFE +2930,ZN2201.SHF,ZN2201,沪锌2201,20210118,20220117,SHFE +2931,HC1507.SHF,HC1507,热轧卷板1507,20140716,20150715,SHFE +2932,AL1202.SHF,AL1202,沪铝1202,20110216,20120215,SHFE +2933,BU2504.SHF,BU2504,沥青2504,20240416,20250415,SHFE +2934,RB1506.SHF,RB1506,螺纹钢1506,20140617,20150615,SHFE +2935,BU1607.SHF,BU1607,沥青1607,20160118,20160715,SHFE +2936,AL9704.SHF,AL9704,沪铝9704,19970108,19970415,SHFE +2937,CU0201.SHF,CU0201,沪铜0201,20010618,20020115,SHFE +2938,FU1402.SHF,FU1402,燃油1402,20130201,20140130,SHFE +2939,SN1512.SHF,SN1512,沪锡1512,20150327,20151215,SHFE +2940,SP2508.SHF,SP2508,纸浆2508,20240816,20250815,SHFE +2941,CU1401.SHF,CU1401,沪铜1401,20130116,20140115,SHFE +2942,FU2201.SHF,FU2201,燃油2201,20201225,20211223,SHFE +2943,FU1612.SHF,FU1612,燃油1612,20151201,20161130,SHFE +2944,FU2001.SHF,FU2001,燃油2001,20190102,20191220,SHFE +2945,AL1611.SHF,AL1611,沪铝1611,20151117,20161115,SHFE +2946,PB1207.SHF,PB1207,沪铅1207,20110718,20120716,SHFE +2947,FU1407.SHF,FU1407,燃油1407,20130701,20140630,SHFE +2948,FU2304.SHF,FU2304,燃油2304,20220401,20230331,SHFE +2949,AG1307.SHF,AG1307,沪银1307,20120717,20130715,SHFE +2950,AU2101.SHF,AU2101,沪金2101,20201016,20210115,SHFE +2951,AG2110.SHF,AG2110,沪银2110,20201016,20211015,SHFE +2952,AL2110.SHF,AL2110,沪铝2110,20201016,20211015,SHFE +2953,CU2110.SHF,CU2110,沪铜2110,20201016,20211015,SHFE +2954,HC2110.SHF,HC2110,热轧卷板2110,20201016,20211015,SHFE +2955,NI2110.SHF,NI2110,沪镍2110,20201016,20211015,SHFE +2956,PB2110.SHF,PB2110,沪铅2110,20201016,20211015,SHFE +2957,RB2110.SHF,RB2110,螺纹钢2110,20201016,20211015,SHFE +2958,RU2110.SHF,RU2110,橡胶2110,20201016,20211015,SHFE +2959,SN2110.SHF,SN2110,沪锡2110,20201016,20211015,SHFE +2960,SP2110.SHF,SP2110,纸浆2110,20201016,20211015,SHFE +2961,SS2110.SHF,SS2110,不锈钢2110,20201016,20211015,SHFE +2962,WR2110.SHF,WR2110,线材2110,20201016,20211015,SHFE +2963,ZN2110.SHF,ZN2110,沪锌2110,20201016,20211015,SHFE +2964,BU2104.SHF,BU2104,沥青2104,20201016,20210415,SHFE +2965,CU0811.SHF,CU0811,沪铜0811,20071116,20081117,SHFE +2966,HC1412.SHF,HC1412,热轧卷板1412,20140321,20141215,SHFE +2967,NI1610.SHF,NI1610,沪镍1610,20151016,20161017,SHFE +2968,WR1411.SHF,WR1411,线材1411,20131118,20141117,SHFE +2969,AL1206.SHF,AL1206,沪铝1206,20110616,20120615,SHFE +2970,CU0209.SHF,CU0209,沪铜0209,20011123,20020916,SHFE +2971,CU0803.SHF,CU0803,沪铜0803,20070316,20080317,SHFE +2972,AL0409.SHF,AL0409,沪铝0409,20030916,20040915,SHFE +2973,SS2412.SHF,SS2412,不锈钢2412,20231218,20241216,SHFE +2974,AG1310.SHF,AG1310,沪银1310,20121016,20131015,SHFE +2975,FU1809.SHF,FU1809,燃油1809,20170901,20180628,SHFE +2976,RB1701.SHF,RB1701,螺纹钢1701,20160118,20170116,SHFE +2977,RB2211.SHF,RB2211,螺纹钢2211,20211116,20221115,SHFE +2978,WR1112.SHF,WR1112,线材1112,20101216,20111215,SHFE +2979,CU0505.SHF,CU0505,沪铜0505,20040518,20050516,SHFE +2980,CU9911.SHF,CU9911,沪铜9911,19990430,19991115,SHFE +2981,FU1111.SHF,FU1111,燃油1111,20101101,20111031,SHFE +2982,RU0509.SHF,RU0509,橡胶0509,20040916,20050915,SHFE +2983,FU0506.SHF,FU0506,燃油0506,20040825,20050531,SHFE +2984,AG2507.SHF,AG2507,沪银2507,20240716,20250715,SHFE +2985,AG2510.SHF,AG2510,沪银2510,20241016,20251015,SHFE +2986,FU1609.SHF,FU1609,燃油1609,20150901,20160831,SHFE +2987,ZN1206.SHF,ZN1206,沪锌1206,20110616,20120615,SHFE +2988,CU0012.SHF,CU0012,沪铜0012,20000531,20001215,SHFE +2989,PB1204.SHF,PB1204,沪铅1204,20110418,20120416,SHFE +2990,RU2506.SHF,RU2506,橡胶2506,20240618,20250616,SHFE +2991,RB1404.SHF,RB1404,螺纹钢1404,20130416,20140415,SHFE +2992,ZN0903.SHF,ZN0903,沪锌0903,20080318,20090316,SHFE +2993,AL2510.SHF,AL2510,沪铝2510,20241016,20251015,SHFE +2994,AL1504.SHF,AL1504,沪铝1504,20140416,20150415,SHFE +2995,CU1501.SHF,CU1501,沪铜1501,20140116,20150115,SHFE +2996,AU1401.SHF,AU1401,沪金1401,20130116,20140115,SHFE +2997,BU2507.SHF,BU2507,沥青2507,20240716,20250715,SHFE +2998,CU9706.SHF,CU9706,沪铜9706,19961121,19970613,SHFE +2999,RU9607.SHF,RU9607,橡胶9607,19960115,19960715,SHFE +3000,RU0604.SHF,RU0604,橡胶0604,20050418,20060417,SHFE +3001,AG2502.SHF,AG2502,沪银2502,20240220,20250217,SHFE +3002,FU2507.SHF,FU2507,燃油2507,20240701,20250630,SHFE +3003,AG1809.SHF,AG1809,沪银1809,20170918,20180917,SHFE +3004,AU1810.SHF,AU1810,沪金1810,20170918,20181015,SHFE +3005,AL1809.SHF,AL1809,沪铝1809,20170918,20180917,SHFE +3006,BU1909.SHF,BU1909,沥青1909,20170918,20190916,SHFE +3007,CU1809.SHF,CU1809,沪铜1809,20170918,20180917,SHFE +3008,HC1809.SHF,HC1809,热轧卷板1809,20170918,20180917,SHFE +3009,NI1809.SHF,NI1809,沪镍1809,20170918,20180917,SHFE +3010,PB1809.SHF,PB1809,沪铅1809,20170918,20180917,SHFE +3011,RB1809.SHF,RB1809,螺纹钢1809,20170918,20180917,SHFE +3012,RU1809.SHF,RU1809,橡胶1809,20170918,20180917,SHFE +3013,SN1809.SHF,SN1809,沪锡1809,20170918,20180917,SHFE +3014,WR1809.SHF,WR1809,线材1809,20170918,20180831,SHFE +3015,ZN1809.SHF,ZN1809,沪锌1809,20170918,20180917,SHFE +3016,PB1112.SHF,PB1112,沪铅1112,20110324,20111215,SHFE +3017,RU0301.SHF,RU0301,橡胶0301,20020605,20030115,SHFE +3018,AL1608.SHF,AL1608,沪铝1608,20150818,20160815,SHFE +3019,ZN1701.SHF,ZN1701,沪锌1701,20160118,20170116,SHFE +3020,WR1308.SHF,WR1308,线材1308,20120816,20130815,SHFE +3021,AU1307.SHF,AU1307,沪金1307,20120717,20130715,SHFE +3022,BU1706.SHF,BU1706,沥青1706,20150616,20170615,SHFE +3023,CU2406.SHF,CU2406,沪铜2406,20230616,20240617,SHFE +3024,RB1707.SHF,RB1707,螺纹钢1707,20160718,20170717,SHFE +3025,PB2404.SHF,PB2404,沪铅2404,20230418,20240415,SHFE +3026,FU1606.SHF,FU1606,燃油1606,20150601,20160531,SHFE +3027,BU1602.SHF,BU1602,沥青1602,20150818,20160215,SHFE +3028,RB1106.SHF,RB1106,螺纹钢1106,20100618,20110615,SHFE +3029,ZN1107.SHF,ZN1107,沪锌1107,20100716,20110715,SHFE +3030,FU1206.SHF,FU1206,燃油1206,20110601,20120531,SHFE +3031,ZN1111.SHF,ZN1111,沪锌1111,20101116,20111115,SHFE +3032,AU1603.SHF,AU1603,沪金1603,20151216,20160315,SHFE +3033,BU2508.SHF,BU2508,沥青2508,20240816,20250815,SHFE +3034,CU2501.SHF,CU2501,沪铜2501,20240116,20250115,SHFE +3035,NI1704.SHF,NI1704,沪镍1704,20160418,20170417,SHFE +3036,RU0203.SHF,RU0203,橡胶0203,20010919,20020315,SHFE +3037,WR1302.SHF,WR1302,线材1302,20120216,20130218,SHFE +3038,SP2309.SHF,SP2309,纸浆2309,20220916,20230915,SHFE +3039,AU1212.SHF,AU1212,沪金1212,20111216,20121217,SHFE +3040,HC2402.SHF,HC2402,热轧卷板2402,20230216,20240219,SHFE +3041,RU1706.SHF,RU1706,橡胶1706,20160616,20170615,SHFE +3042,CU9811.SHF,CU9811,沪铜9811,19980422,19981113,SHFE +3043,RU1205.SHF,RU1205,橡胶1205,20110517,20120515,SHFE +3044,CU2510.SHF,CU2510,沪铜2510,20241016,20251015,SHFE +3045,ZN1109.SHF,ZN1109,沪锌1109,20100916,20110915,SHFE +3046,RU0703.SHF,RU0703,橡胶0703,20060316,20070315,SHFE +3047,FU2211.SHF,FU2211,燃油2211,20211101,20221031,SHFE +3048,RU9812.SHF,RU9812,橡胶9812,19980624,19981215,SHFE +3049,FU0902.SHF,FU0902,燃油0902,20080201,20090123,SHFE +3050,CU9801.SHF,CU9801,沪铜9801,19970709,19980115,SHFE +3051,CU0807.SHF,CU0807,沪铜0807,20070717,20080715,SHFE +3052,AL0102.SHF,AL0102,沪铝0102,20000815,20010215,SHFE +3053,AL2501.SHF,AL2501,沪铝2501,20240116,20250115,SHFE +3054,CU2312.SHF,CU2312,沪铜2312,20221216,20231215,SHFE +3055,CU1410.SHF,CU1410,沪铜1410,20131016,20141015,SHFE +3056,FU0709.SHF,FU0709,燃油0709,20060901,20070831,SHFE +3057,ZN1101.SHF,ZN1101,沪锌1101,20100118,20110117,SHFE +3058,ZN1608.SHF,ZN1608,沪锌1608,20150818,20160815,SHFE +3059,AL0506.SHF,AL0506,沪铝0506,20040616,20050615,SHFE +3060,AL0504.SHF,AL0504,沪铝0504,20040416,20050415,SHFE +3061,AL0312.SHF,AL0312,沪铝0312,20030414,20031215,SHFE +3062,RB1610.SHF,RB1610,螺纹钢1610,20151016,20161017,SHFE +3063,HC2312.SHF,HC2312,热轧卷板2312,20221216,20231215,SHFE +3064,AL1304.SHF,AL1304,沪铝1304,20120417,20130415,SHFE +3065,AU2411.SHF,AU2411,沪金2411,20240816,20241115,SHFE +3066,ZN1706.SHF,ZN1706,沪锌1706,20160616,20170615,SHFE +3067,FU2311.SHF,FU2311,燃油2311,20221101,20231031,SHFE +3068,CU1708.SHF,CU1708,沪铜1708,20160816,20170815,SHFE +3069,RB1010.SHF,RB1010,螺纹钢1010,20091016,20101015,SHFE +3070,BU1702.SHF,BU1702,沥青1702,20160816,20170215,SHFE +3071,CU1001.SHF,CU1001,沪铜1001,20090116,20100115,SHFE +3072,FU1101.SHF,FU1101,燃油1101,20100104,20101231,SHFE +3073,HC2404.SHF,HC2404,热轧卷板2404,20230418,20240415,SHFE +3074,WR2509.SHF,WR2509,线材2509,20240919,20250915,SHFE +3075,RU0708.SHF,RU0708,橡胶0708,20060816,20070815,SHFE +3076,CU1411.SHF,CU1411,沪铜1411,20131118,20141117,SHFE +3077,AL2106.SHF,AL2106,沪铝2106,20200616,20210615,SHFE +3078,CU2106.SHF,CU2106,沪铜2106,20200616,20210615,SHFE +3079,ZN2106.SHF,ZN2106,沪锌2106,20200616,20210615,SHFE +3080,PB2106.SHF,PB2106,沪铅2106,20200616,20210615,SHFE +3081,NI2106.SHF,NI2106,沪镍2106,20200616,20210615,SHFE +3082,SN2106.SHF,SN2106,沪锡2106,20200616,20210615,SHFE +3083,SP2106.SHF,SP2106,纸浆2106,20200616,20210615,SHFE +3084,BU2206.SHF,BU2206,沥青2206,20200616,20220615,SHFE +3085,RU2106.SHF,RU2106,橡胶2106,20200616,20210615,SHFE +3086,AU2009.SHF,AU2009,沪金2009,20200616,20200915,SHFE +3087,AG2106.SHF,AG2106,沪银2106,20200616,20210615,SHFE +3088,RB2106.SHF,RB2106,螺纹钢2106,20200616,20210615,SHFE +3089,WR2106.SHF,WR2106,线材2106,20200616,20210615,SHFE +3090,HC2106.SHF,HC2106,热轧卷板2106,20200616,20210615,SHFE +3091,SS2106.SHF,SS2106,不锈钢2106,20200616,20210615,SHFE +3092,PB1403.SHF,PB1403,沪铅1403,20130318,20140317,SHFE +3093,RU0811.SHF,RU0811,橡胶0811,20071116,20081117,SHFE +3094,FU2011.SHF,FU2011,燃油2011,20191101,20201030,SHFE +3095,CU1101.SHF,CU1101,沪铜1101,20100118,20110117,SHFE +3096,CU0501.SHF,CU0501,沪铜0501,20040116,20050117,SHFE +3097,PB1402.SHF,PB1402,沪铅1402,20130219,20140217,SHFE +3098,WR1101.SHF,WR1101,线材1101,20100118,20110117,SHFE +3099,CU9612.SHF,CU9612,沪铜9612,19960522,19961213,SHFE +3100,AG2102.SHF,AG2102,沪银2102,20200218,20210205,SHFE +3101,AL2102.SHF,AL2102,沪铝2102,20200218,20210205,SHFE +3102,AU2005.SHF,AU2005,沪金2005,20200218,20200515,SHFE +3103,BU2008.SHF,BU2008,沥青2008,20200218,20200817,SHFE +3104,CU2102.SHF,CU2102,沪铜2102,20200218,20210205,SHFE +3105,HC2102.SHF,HC2102,热轧卷板2102,20200218,20210205,SHFE +3106,NI2102.SHF,NI2102,沪镍2102,20200218,20210205,SHFE +3107,PB2102.SHF,PB2102,沪铅2102,20200218,20210205,SHFE +3108,RB2102.SHF,RB2102,螺纹钢2102,20200218,20210205,SHFE +3109,SN2102.SHF,SN2102,沪锡2102,20200218,20210205,SHFE +3110,SP2102.SHF,SP2102,纸浆2102,20200218,20210205,SHFE +3111,SS2102.SHF,SS2102,不锈钢2102,20200218,20210205,SHFE +3112,WR2102.SHF,WR2102,线材2102,20200218,20210205,SHFE +3113,ZN2102.SHF,ZN2102,沪锌2102,20200218,20210205,SHFE +3114,ZN2505.SHF,ZN2505,沪锌2505,20240516,20250515,SHFE +3115,FU0710.SHF,FU0710,燃油0710,20061009,20070928,SHFE +3116,ZN1708.SHF,ZN1708,沪锌1708,20160816,20170815,SHFE +3117,AU1002.SHF,AU1002,沪金1002,20090217,20100209,SHFE +3118,FU1507.SHF,FU1507,燃油1507,20140701,20150630,SHFE +3119,CU1102.SHF,CU1102,沪铜1102,20100222,20110215,SHFE +3120,RB1204.SHF,RB1204,螺纹钢1204,20110418,20120416,SHFE +3121,AU1609.SHF,AU1609,沪金1609,20160616,20160919,SHFE +3122,CU0708.SHF,CU0708,沪铜0708,20060816,20070815,SHFE +3123,WR2306.SHF,WR2306,线材2306,20220616,20230615,SHFE +3124,AG1301.SHF,AG1301,沪银1301,20120510,20130115,SHFE +3125,PB1111.SHF,PB1111,沪铅1111,20110324,20111115,SHFE +3126,WR1105.SHF,WR1105,线材1105,20100518,20110516,SHFE +3127,HC2405.SHF,HC2405,热轧卷板2405,20230516,20240515,SHFE +3128,CU0405.SHF,CU0405,沪铜0405,20030516,20040517,SHFE +3129,BR2401.SHF,BR2401,丁二烯橡胶2401,20230728,20240115,SHFE +3130,BR2402.SHF,BR2402,丁二烯橡胶2402,20230728,20240219,SHFE +3131,BR2403.SHF,BR2403,丁二烯橡胶2403,20230728,20240315,SHFE +3132,BR2404.SHF,BR2404,丁二烯橡胶2404,20230728,20240415,SHFE +3133,BR2405.SHF,BR2405,丁二烯橡胶2405,20230728,20240515,SHFE +3134,BR2406.SHF,BR2406,丁二烯橡胶2406,20230728,20240617,SHFE +3135,BR2407.SHF,BR2407,丁二烯橡胶2407,20230728,20240715,SHFE +3136,FU1105.SHF,FU1105,燃油1105,20100504,20110429,SHFE +3137,RU2407.SHF,RU2407,橡胶2407,20230718,20240715,SHFE +3138,AG2402.SHF,AG2402,沪银2402,20230216,20240219,SHFE +3139,WR1010.SHF,WR1010,线材1010,20091016,20101015,SHFE +3140,NI2311.SHF,NI2311,沪镍2311,20221116,20231115,SHFE +3141,AL0210.SHF,AL0210,沪铝0210,20020320,20021015,SHFE +3142,RU1304.SHF,RU1304,橡胶1304,20120417,20130415,SHFE +3143,CU1106.SHF,CU1106,沪铜1106,20100618,20110615,SHFE +3144,CU1303.SHF,CU1303,沪铜1303,20120316,20130315,SHFE +3145,AL0509.SHF,AL0509,沪铝0509,20040916,20050915,SHFE +3146,AL0706.SHF,AL0706,沪铝0706,20060616,20070615,SHFE +3147,WR2311.SHF,WR2311,线材2311,20221116,20231115,SHFE +3148,FU1501.SHF,FU1501,燃油1501,20140102,20141231,SHFE +3149,CU9906.SHF,CU9906,沪铜9906,19980914,19990615,SHFE +3150,FU1108.SHF,FU1108,燃油1108,20100802,20110729,SHFE +3151,RU0206.SHF,RU0206,橡胶0206,20020304,20020617,SHFE +3152,AL1209.SHF,AL1209,沪铝1209,20110916,20120917,SHFE +3153,WR1611.SHF,WR1611,线材1611,20151117,20161115,SHFE +3154,RU0610.SHF,RU0610,橡胶0610,20051018,20061016,SHFE +3155,RB1101.SHF,RB1101,螺纹钢1101,20100118,20110117,SHFE +0,NR2408.INE,NR2408,20号胶2408,20230816,20240815,INE +1,SC2508.INE,SC2508,原油2508,20240801,20250731,INE +2,SC2403.INE,SC2403,原油2403,20210301,20240229,INE +3,LU2203.INE,LU2203,低硫燃料油2203,20210301,20220228,INE +4,BC2412.INE,BC2412,国际铜2412,20231218,20241216,INE +5,SC2207.INE,SC2207,原油2207,20210701,20220630,INE +6,SCTAS2102.INE,SC2102TAS,原油2102TAS,20201201,20210119,INE +7,NR2411.INE,NR2411,20号胶2411,20231116,20241115,INE +8,SC2307.INE,SC2307,原油2307,20220701,20230630,INE +9,BC2310.INE,BC2310,国际铜2310,20221018,20231016,INE +10,SC1911.INE,SC1911,原油1911,20181101,20191031,INE +11,NR2112.INE,NR2112,20号胶2112,20201216,20211215,INE +12,BC2112.INE,BC2112,国际铜2112,20201216,20211215,INE +13,NR2508.INE,NR2508,20号胶2508,20240816,20250815,INE +14,LU2409.INE,LU2409,低硫燃料油2409,20230901,20240830,INE +15,SCTAS2402.INE,SC2402TAS,原油2402TAS,20231009,20240119,INE +16,LU2410.INE,LU2410,低硫燃料油2410,20231009,20240930,INE +17,SC1907.INE,SC1907,原油1907,20180702,20190628,INE +18,SC2104.INE,SC2104,原油2104,20200401,20210331,INE +19,NR2312.INE,NR2312,20号胶2312,20221216,20231215,INE +20,BC2402.INE,BC2402,国际铜2402,20230216,20240219,INE +21,BC2409.INE,BC2409,国际铜2409,20230918,20240918,INE +22,SC2306.INE,SC2306,原油2306,20200601,20230531,INE +23,NR2109.INE,NR2109,20号胶2109,20200916,20210915,INE +24,SCTAS2412.INE,SC2412TAS,原油2412TAS,20240801,20241119,INE +25,SC2510.INE,SC2510,原油2510,20241008,20250930,INE +26,SCTAS2111.INE,SC2111TAS,原油2111TAS,20210901,20211019,INE +27,LU2404.INE,LU2404,低硫燃料油2404,20230403,20240329,INE +28,SC2404.INE,SC2404,原油2404,20230403,20240329,INE +29,SC2609.INE,SC2609,原油2609,20230901,20260831,INE +30,SC2409.INE,SC2409,原油2409,20210901,20240830,INE +31,LU2209.INE,LU2209,低硫燃料油2209,20210901,20220831,INE +32,NR2101.INE,NR2101,20号胶2101,20200116,20210115,INE +33,SC2002.INE,SC2002,原油2002,20190128,20200116,INE +34,SC2310.INE,SC2310,原油2310,20220926,20230928,INE +35,BC2312.INE,BC2312,国际铜2312,20221216,20231215,INE +36,SCTAS2210.INE,SC2210TAS,原油2210TAS,20220801,20220913,INE +37,SCTAS2312.INE,SC2312TAS,原油2312TAS,20230801,20231120,INE +38,SC2212.INE,SC2212,原油2212,20191202,20221130,INE +39,SCTAS2302.INE,SC2302TAS,原油2302TAS,20221201,20230104,INE +40,NR2107.INE,NR2107,20号胶2107,20200716,20210715,INE +41,LU2101.INE,LU2101,低硫燃料油2101,20200622,20201224,INE +42,LU2102.INE,LU2102,低硫燃料油2102,20200622,20210129,INE +43,LU2103.INE,LU2103,低硫燃料油2103,20200622,20210226,INE +44,LU2104.INE,LU2104,低硫燃料油2104,20200622,20210331,INE +45,LU2105.INE,LU2105,低硫燃料油2105,20200622,20210430,INE +46,LU2106.INE,LU2106,低硫燃料油2106,20200622,20210531,INE +47,BC2304.INE,BC2304,国际铜2304,20220418,20230417,INE +48,SCTAS2503.INE,SC2503TAS,原油2503TAS,20241101,20250218,INE +49,LU2111.INE,LU2111,低硫燃料油2111,20201102,20211029,INE +50,SCTAS2011.INE,SC2011TAS,原油2011TAS,20201012,20201020,INE +51,SCTAS2501.INE,SC2501TAS,原油2501TAS,20240902,20241219,INE +52,SCTAS2012.INE,SC2012TAS,原油2012TAS,20201012,20201118,INE +53,SCTAS2110.INE,SC2110TAS,原油2110TAS,20210802,20210909,INE +54,BC2503.INE,BC2503,国际铜2503,20240318,20250317,INE +55,LU2301.INE,LU2301,低硫燃料油2301,20211224,20221222,INE +56,NR2208.INE,NR2208,20号胶2208,20210817,20220815,INE +57,BC2208.INE,BC2208,国际铜2208,20210817,20220815,INE +58,SC2709.INE,SC2709,原油2709,20240902,20270831,INE +59,SC2406.INE,SC2406,原油2406,20210601,20240531,INE +60,LU2206.INE,LU2206,低硫燃料油2206,20210601,20220531,INE +61,LU2307.INE,LU2307,低硫燃料油2307,20220701,20230630,INE +62,SCTAS2108.INE,SC2108TAS,原油2108TAS,20210601,20210720,INE +63,BC2507.INE,BC2507,国际铜2507,20240716,20250715,INE +64,NR2303.INE,NR2303,20号胶2303,20220316,20230315,INE +65,SCTAS2104.INE,SC2104TAS,原油2104TAS,20210201,20210319,INE +66,SC2006.INE,SC2006,原油2006,20180326,20200529,INE +67,SC2412.INE,SC2412,原油2412,20211201,20241129,INE +68,LU2212.INE,LU2212,低硫燃料油2212,20211201,20221130,INE +69,SCTAS2301.INE,SC2301TAS,原油2301TAS,20221101,20221212,INE +70,SCTAS2411.INE,SC2411TAS,原油2411TAS,20240701,20241021,INE +71,BC2510.INE,BC2510,国际铜2510,20241016,20251015,INE +72,SC2606.INE,SC2606,原油2606,20230601,20260529,INE +73,NR2210.INE,NR2210,20号胶2210,20211018,20221017,INE +74,BC2210.INE,BC2210,国际铜2210,20211018,20221017,INE +75,SC2706.INE,SC2706,原油2706,20240603,20270531,INE +76,LU2508.INE,LU2508,低硫燃料油2508,20240801,20250731,INE +77,NR2310.INE,NR2310,20号胶2310,20221018,20231016,INE +78,LU2211.INE,LU2211,低硫燃料油2211,20211101,20221031,INE +79,NR2412.INE,NR2412,20号胶2412,20231218,20241216,INE +80,SCTAS2205.INE,SC2205TAS,原油2205TAS,20220301,20220419,INE +81,NR2010.INE,NR2010,20号胶2010,20191016,20201015,INE +82,SCTAS2204.INE,SC2204TAS,原油2204TAS,20220124,20220321,INE +83,SCTAS2201.INE,SC2201TAS,原油2201TAS,20211101,20211213,INE +84,SC2202.INE,SC2202,原油2202,20210201,20220121,INE +85,LU2202.INE,LU2202,低硫燃料油2202,20210201,20220121,INE +86,NR2008.INE,NR2008,20号胶2008,20190816,20200817,INE +87,LU2503.INE,LU2503,低硫燃料油2503,20240301,20250228,INE +88,SCTAS2406.INE,SC2406TAS,原油2406TAS,20240201,20240521,INE +89,SCTAS2208.INE,SC2208TAS,原油2208TAS,20220601,20220719,INE +90,SCTAS2112.INE,SC2112TAS,原油2112TAS,20210924,20211118,INE +91,SCTAS2009.INE,SC2009TAS,原油2009TAS,20200619,20200819,INE +92,SCTAS2206.INE,SC2206TAS,原油2206TAS,20220401,20220519,INE +93,BC2404.INE,BC2404,国际铜2404,20230418,20240415,INE +94,SC2311.INE,SC2311,原油2311,20221101,20231031,INE +95,NR2406.INE,NR2406,20号胶2406,20230616,20240617,INE +96,BC2308.INE,BC2308,国际铜2308,20220816,20230815,INE +97,SCTAS2401.INE,SC2401TAS,原油2401TAS,20230901,20231219,INE +98,SC2205.INE,SC2205,原油2205,20210506,20220429,INE +99,LU2205.INE,LU2205,低硫燃料油2205,20210506,20220429,INE +100,SC2411.INE,SC2411,原油2411,20231101,20241031,INE +101,SC2110.INE,SC2110,原油2110,20200924,20210923,INE +102,LU2110.INE,LU2110,低硫燃料油2110,20200924,20210923,INE +103,LU2405.INE,LU2405,低硫燃料油2405,20230504,20240430,INE +104,LU2511.INE,LU2511,低硫燃料油2511,20241101,20251031,INE +105,NR2407.INE,NR2407,20号胶2407,20230718,20240715,INE +106,SCTAS2311.INE,SC2311TAS,原油2311TAS,20230703,20231019,INE +107,NR2105.INE,NR2105,20号胶2105,20200518,20210517,INE +108,SC2303.INE,SC2303,原油2303,20200302,20230228,INE +109,SC2402.INE,SC2402,原油2402,20230117,20240131,INE +110,NR2012.INE,NR2012,20号胶2012,20191217,20201215,INE +111,SC2308.INE,SC2308,原油2308,20220801,20230731,INE +112,NR2410.INE,NR2410,20号胶2410,20231017,20241015,INE +113,BC2410.INE,BC2410,国际铜2410,20231017,20241015,INE +114,LU2403.INE,LU2403,低硫燃料油2403,20230301,20240229,INE +115,NR2507.INE,NR2507,20号胶2507,20240716,20250715,INE +116,LU2309.INE,LU2309,低硫燃料油2309,20220901,20230831,INE +117,LU2407.INE,LU2407,低硫燃料油2407,20230703,20240628,INE +118,SC2407.INE,SC2407,原油2407,20230703,20240628,INE +119,SC2703.INE,SC2703,原油2703,20240301,20270226,INE +120,SC2603.INE,SC2603,原油2603,20230301,20260227,INE +121,LU2402.INE,LU2402,低硫燃料油2402,20230117,20240131,INE +122,SC2503.INE,SC2503,原油2503,20220301,20250228,INE +123,SCTAS2409.INE,SC2409TAS,原油2409TAS,20240506,20240820,INE +124,SC2208.INE,SC2208,原油2208,20210802,20220729,INE +125,LU2208.INE,LU2208,低硫燃料油2208,20210802,20220729,INE +126,SC2009.INE,SC2009,原油2009,20180326,20200831,INE +127,LU2412.INE,LU2412,低硫燃料油2412,20231201,20241129,INE +128,LU2308.INE,LU2308,低硫燃料油2308,20220801,20230731,INE +129,NR2211.INE,NR2211,20号胶2211,20211116,20221115,INE +130,NR2202.INE,NR2202,20号胶2202,20210208,20220215,INE +131,BC2202.INE,BC2202,国际铜2202,20210208,20220215,INE +132,NR2205.INE,NR2205,20号胶2205,20210518,20220516,INE +133,BC2205.INE,BC2205,国际铜2205,20210518,20220516,INE +134,NR2104.INE,NR2104,20号胶2104,20200416,20210415,INE +135,SC2512.INE,SC2512,原油2512,20221201,20251128,INE +136,NR2311.INE,NR2311,20号胶2311,20221116,20231115,INE +137,LU2504.INE,LU2504,低硫燃料油2504,20240401,20250331,INE +138,SCTAS2404.INE,SC2404TAS,原油2404TAS,20231201,20240319,INE +139,LU2306.INE,LU2306,低硫燃料油2306,20220601,20230531,INE +140,NR2405.INE,NR2405,20号胶2405,20230516,20240515,INE +141,SCTAS2107.INE,SC2107TAS,原油2107TAS,20210506,20210618,INE +142,SC2509.INE,SC2509,原油2509,20220901,20250829,INE +143,SC2302.INE,SC2302,原油2302,20220124,20230116,INE +144,SC2504.INE,SC2504,原油2504,20240401,20250331,INE +145,LU2408.INE,LU2408,低硫燃料油2408,20230801,20240731,INE +146,SC2210.INE,SC2210,原油2210,20210924,20220923,INE +147,LU2210.INE,LU2210,低硫燃料油2210,20210924,20220923,INE +148,SCTAS2407.INE,SC2407TAS,原油2407TAS,20240301,20240618,INE +149,LU2207.INE,LU2207,低硫燃料油2207,20210701,20220630,INE +150,SCTAS2307.INE,SC2307TAS,原油2307TAS,20230425,20230616,INE +151,SCTAS2308.INE,SC2308TAS,原油2308TAS,20230425,20230719,INE +152,EC2506.INE,EC2506,集运指数(欧线)2506,20240625,20250630,INE +153,SC2305.INE,SC2305,原油2305,20220505,20230428,INE +154,BC2408.INE,BC2408,国际铜2408,20230816,20240815,INE +155,NR2403.INE,NR2403,20号胶2403,20230316,20240315,INE +156,SC2206.INE,SC2206,原油2206,20190603,20220531,INE +157,SCTAS2309.INE,SC2309TAS,原油2309TAS,20230504,20230821,INE +158,SC2203.INE,SC2203,原油2203,20190301,20220228,INE +159,EC2504.INE,EC2504,集运指数(欧线)2504,20240430,20250428,INE +160,SC2405.INE,SC2405,原油2405,20230504,20240430,INE +161,SC2004.INE,SC2004,原油2004,20190401,20200331,INE +162,BC2306.INE,BC2306,国际铜2306,20220616,20230615,INE +163,BC2212.INE,BC2212,国际铜2212,20211216,20221215,INE +164,NR2506.INE,NR2506,20号胶2506,20240618,20250616,INE +165,BC2307.INE,BC2307,国际铜2307,20220718,20230717,INE +166,NR2307.INE,NR2307,20号胶2307,20220718,20230717,INE +167,NR2501.INE,NR2501,20号胶2501,20240116,20250115,INE +168,SC2505.INE,SC2505,原油2505,20240506,20250430,INE +169,BC2301.INE,BC2301,国际铜2301,20220118,20230116,INE +170,NR2301.INE,NR2301,20号胶2301,20220118,20230116,INE +171,LU2305.INE,LU2305,低硫燃料油2305,20220505,20230428,INE +172,SC2106.INE,SC2106,原油2106,20180601,20210531,INE +173,BC2405.INE,BC2405,国际铜2405,20230516,20240515,INE +174,NR2402.INE,NR2402,20号胶2402,20230216,20240219,INE +175,NR2108.INE,NR2108,20号胶2108,20200818,20210816,INE +176,SCTAS2008.INE,SC2008TAS,原油2008TAS,20200520,20200721,INE +177,SCTAS2101.INE,SC2101TAS,原油2101TAS,20201102,20201214,INE +178,BC2504.INE,BC2504,国际铜2504,20240416,20250415,INE +179,NR2511.INE,NR2511,20号胶2511,20241118,20251117,INE +180,LU2502.INE,LU2502,低硫燃料油2502,20240201,20250131,INE +181,NR2404.INE,NR2404,20号胶2404,20230418,20240415,INE +182,SC2410.INE,SC2410,原油2410,20231009,20240930,INE +183,BC2302.INE,BC2302,国际铜2302,20220216,20230215,INE +184,NR2302.INE,NR2302,20号胶2302,20220216,20230215,INE +185,SC2109.INE,SC2109,原油2109,20180903,20210831,INE +186,SC2312.INE,SC2312,原油2312,20201201,20231130,INE +187,SC2612.INE,SC2612,原油2612,20231201,20261130,INE +188,SC2304.INE,SC2304,原油2304,20220401,20230331,INE +189,SCTAS2211.INE,SC2211TAS,原油2211TAS,20220901,20221019,INE +190,BC2411.INE,BC2411,国际铜2411,20231116,20241115,INE +191,SCTAS2003.INE,SC2003TAS,原油2003TAS,20200113,20200218,INE +192,BC2501.INE,BC2501,国际铜2501,20240116,20250115,INE +193,SCTAS2109.INE,SC2109TAS,原油2109TAS,20210701,20210819,INE +194,LU2109.INE,LU2109,低硫燃料油2109,20200901,20210831,INE +195,NR2204.INE,NR2204,20号胶2204,20210416,20220415,INE +196,BC2204.INE,BC2204,国际铜2204,20210416,20220415,INE +197,NR2502.INE,NR2502,20号胶2502,20240220,20250217,INE +198,BC2509.INE,BC2509,国际铜2509,20240919,20250915,INE +199,EC2510.INE,EC2510,集运指数(欧线)2510,20241029,20251027,INE +200,BC2203.INE,BC2203,国际铜2203,20210316,20220315,INE +201,NR2203.INE,NR2203,20号胶2203,20210316,20220315,INE +202,NR2309.INE,NR2309,20号胶2309,20220916,20230915,INE +203,NR2505.INE,NR2505,20号胶2505,20240516,20250515,INE +204,SC2010.INE,SC2010,原油2010,20190924,20200923,INE +205,BC2401.INE,BC2401,国际铜2401,20230117,20240115,INE +206,BC2407.INE,BC2407,国际铜2407,20230718,20240715,INE +207,SC2103.INE,SC2103,原油2103,20180326,20210226,INE +208,NR2103.INE,NR2103,20号胶2103,20200317,20210315,INE +209,LU2112.INE,LU2112,低硫燃料油2112,20201201,20211130,INE +210,SCTAS2408.INE,SC2408TAS,原油2408TAS,20240401,20240719,INE +211,LU2311.INE,LU2311,低硫燃料油2311,20221101,20231031,INE +212,NR2206.INE,NR2206,20号胶2206,20210616,20220615,INE +213,BC2206.INE,BC2206,国际铜2206,20210616,20220615,INE +214,SC1810.INE,SC1810,原油1810,20180326,20180920,INE +215,SCTAS2310.INE,SC2310TAS,原油2310TAS,20230601,20230918,INE +216,SC2105.INE,SC2105,原油2105,20200506,20210430,INE +217,SCTAS2004.INE,SC2004TAS,原油2004TAS,20200219,20200319,INE +218,SC1809.INE,SC1809,原油1809,20180326,20180831,INE +219,SC1812.INE,SC1812,原油1812,20180326,20181130,INE +220,SC1903.INE,SC1903,原油1903,20180326,20190228,INE +221,SC1906.INE,SC1906,原油1906,20180326,20190531,INE +222,SC1909.INE,SC1909,原油1909,20180326,20190830,INE +223,SC1912.INE,SC1912,原油1912,20180326,20191129,INE +224,NR2006.INE,NR2006,20号胶2006,20190812,20200615,INE +225,NR2007.INE,NR2007,20号胶2007,20190812,20200715,INE +226,NR2011.INE,NR2011,20号胶2011,20191118,20201116,INE +227,SC2111.INE,SC2111,原油2111,20201102,20211029,INE +228,SCTAS2207.INE,SC2207TAS,原油2207TAS,20220505,20220620,INE +229,SC2511.INE,SC2511,原油2511,20241101,20251031,INE +230,BC2505.INE,BC2505,国际铜2505,20240516,20250515,INE +231,SCTAS2209.INE,SC2209TAS,原油2209TAS,20220701,20220819,INE +232,LU2310.INE,LU2310,低硫燃料油2310,20220926,20230928,INE +233,BC2511.INE,BC2511,国际铜2511,20241118,20251117,INE +234,SC2204.INE,SC2204,原油2204,20210401,20220331,INE +235,LU2204.INE,LU2204,低硫燃料油2204,20210401,20220331,INE +236,SC1908.INE,SC1908,原油1908,20180801,20190731,INE +237,NR2305.INE,NR2305,20号胶2305,20220517,20230515,INE +238,BC2305.INE,BC2305,国际铜2305,20220517,20230515,INE +239,NR2111.INE,NR2111,20号胶2111,20201117,20211115,INE +240,LU2302.INE,LU2302,低硫燃料油2302,20220124,20230116,INE +241,LU2510.INE,LU2510,低硫燃料油2510,20241008,20250930,INE +242,SC2112.INE,SC2112,原油2112,20181203,20211130,INE +243,NR2304.INE,NR2304,20号胶2304,20220418,20230417,INE +244,SC2003.INE,SC2003,原油2003,20180326,20200228,INE +245,NR2504.INE,NR2504,20号胶2504,20240416,20250415,INE +246,SC2008.INE,SC2008,原油2008,20190801,20200731,INE +247,SCTAS2202.INE,SC2202TAS,原油2202TAS,20211201,20220111,INE +248,SC2007.INE,SC2007,原油2007,20190701,20200630,INE +249,NR2009.INE,NR2009,20号胶2009,20190917,20200915,INE +250,SC1910.INE,SC1910,原油1910,20180921,20190923,INE +251,SC2102.INE,SC2102,原油2102,20200117,20210129,INE +252,LU2509.INE,LU2509,低硫燃料油2509,20240902,20250829,INE +253,SCTAS2006.INE,SC2006TAS,原油2006TAS,20200421,20200519,INE +254,SCTAS2007.INE,SC2007TAS,原油2007TAS,20200421,20200616,INE +255,SC2012.INE,SC2012,原油2012,20180326,20201130,INE +256,NR2212.INE,NR2212,20号胶2212,20211216,20221215,INE +257,NR2002.INE,NR2002,20号胶2002,20190812,20200217,INE +258,NR2003.INE,NR2003,20号胶2003,20190812,20200316,INE +259,NR2004.INE,NR2004,20号胶2004,20190812,20200415,INE +260,NR2005.INE,NR2005,20号胶2005,20190812,20200515,INE +261,LU2303.INE,LU2303,低硫燃料油2303,20220301,20230228,INE +262,SC2506.INE,SC2506,原油2506,20220601,20250530,INE +263,SC2309.INE,SC2309,原油2309,20200901,20230831,INE +264,NR2306.INE,NR2306,20号胶2306,20220616,20230615,INE +265,SC1902.INE,SC1902,原油1902,20180326,20190125,INE +266,LU2406.INE,LU2406,低硫燃料油2406,20230601,20240531,INE +267,SCTAS2405.INE,SC2405TAS,原油2405TAS,20240102,20240418,INE +268,LU2411.INE,LU2411,低硫燃料油2411,20231101,20241031,INE +269,SCTAS2303.INE,SC2303TAS,原油2303TAS,20221223,20230216,INE +270,EC2404.INE,EC2404,集运指数(欧线)2404,20230818,20240429,INE +271,EC2406.INE,EC2406,集运指数(欧线)2406,20230818,20240624,INE +272,EC2408.INE,EC2408,集运指数(欧线)2408,20230818,20240826,INE +273,EC2410.INE,EC2410,集运指数(欧线)2410,20230818,20241028,INE +274,EC2412.INE,EC2412,集运指数(欧线)2412,20230818,20241230,INE +275,NR2308.INE,NR2308,20号胶2308,20220816,20230815,INE +276,SC2408.INE,SC2408,原油2408,20230801,20240731,INE +277,BC2311.INE,BC2311,国际铜2311,20221116,20231115,INE +278,SC2108.INE,SC2108,原油2108,20200803,20210730,INE +279,LU2108.INE,LU2108,低硫燃料油2108,20200803,20210730,INE +280,EC2502.INE,EC2502,集运指数(欧线)2502,20240227,20250224,INE +281,SCTAS2305.INE,SC2305TAS,原油2305TAS,20230301,20230418,INE +282,NR2503.INE,NR2503,20号胶2503,20240318,20250317,INE +283,LU2505.INE,LU2505,低硫燃料油2505,20240506,20250430,INE +284,LU2304.INE,LU2304,低硫燃料油2304,20220401,20230331,INE +285,SC2101.INE,SC2101,原油2101,20191223,20201224,INE +286,SC2301.INE,SC2301,原油2301,20211224,20221222,INE +287,SCTAS2105.INE,SC2105TAS,原油2105TAS,20210301,20210420,INE +288,BC2506.INE,BC2506,国际铜2506,20240618,20250616,INE +289,BC2508.INE,BC2508,国际铜2508,20240816,20250815,INE +290,BC2209.INE,BC2209,国际铜2209,20210916,20220915,INE +291,NR2209.INE,NR2209,20号胶2209,20210916,20220915,INE +292,SC2209.INE,SC2209,原油2209,20190902,20220831,INE +293,BC2103.INE,BC2103,国际铜2103,20201119,20210315,INE +294,BC2104.INE,BC2104,国际铜2104,20201119,20210415,INE +295,BC2105.INE,BC2105,国际铜2105,20201119,20210517,INE +296,BC2106.INE,BC2106,国际铜2106,20201119,20210615,INE +297,BC2107.INE,BC2107,国际铜2107,20201119,20210715,INE +298,BC2108.INE,BC2108,国际铜2108,20201119,20210816,INE +299,BC2109.INE,BC2109,国际铜2109,20201119,20210915,INE +300,BC2110.INE,BC2110,国际铜2110,20201119,20211015,INE +301,BC2111.INE,BC2111,国际铜2111,20201119,20211115,INE +302,LU2506.INE,LU2506,低硫燃料油2506,20240603,20250530,INE +303,BC2406.INE,BC2406,国际铜2406,20230616,20240617,INE +304,BC2303.INE,BC2303,国际铜2303,20220316,20230315,INE +305,SC2211.INE,SC2211,原油2211,20211101,20221031,INE +306,BC2403.INE,BC2403,国际铜2403,20230316,20240315,INE +307,SCTAS2403.INE,SC2403TAS,原油2403TAS,20231101,20240219,INE +308,SCTAS2106.INE,SC2106TAS,原油2106TAS,20210401,20210519,INE +309,SCTAS2212.INE,SC2212TAS,原油2212TAS,20220926,20221118,INE +310,NR2207.INE,NR2207,20号胶2207,20210716,20220715,INE +311,BC2207.INE,BC2207,国际铜2207,20210716,20220715,INE +312,SC2107.INE,SC2107,原油2107,20200701,20210630,INE +313,LU2107.INE,LU2107,低硫燃料油2107,20200701,20210630,INE +314,LU2312.INE,LU2312,低硫燃料油2312,20221201,20231130,INE +315,SCTAS2103.INE,SC2103TAS,原油2103TAS,20201225,20210209,INE +316,SC2507.INE,SC2507,原油2507,20240701,20250630,INE +317,NR2409.INE,NR2409,20号胶2409,20230918,20240918,INE +318,SC2501.INE,SC2501,原油2501,20240102,20241231,INE +319,LU2501.INE,LU2501,低硫燃料油2501,20240102,20241231,INE +320,SCTAS2005.INE,SC2005TAS,原油2005TAS,20200320,20200420,INE +321,SCTAS2410.INE,SC2410TAS,原油2410TAS,20240603,20240918,INE +322,SC1905.INE,SC1905,原油1905,20180502,20190430,INE +323,NR2509.INE,NR2509,20号胶2509,20240919,20250915,INE +324,NR2201.INE,NR2201,20号胶2201,20210118,20220117,INE +325,BC2201.INE,BC2201,国际铜2201,20210118,20220117,INE +326,SCTAS2203.INE,SC2203TAS,原油2203TAS,20211224,20220216,INE +327,SC2401.INE,SC2401,原油2401,20221223,20231229,INE +328,BC2211.INE,BC2211,国际铜2211,20211116,20221115,INE +329,SCTAS2304.INE,SC2304TAS,原油2304TAS,20230117,20230321,INE +330,SC2201.INE,SC2201,原油2201,20201225,20211223,INE +331,LU2201.INE,LU2201,低硫燃料油2201,20201225,20211223,INE +332,SC2001.INE,SC2001,原油2001,20190102,20191220,INE +333,NR2110.INE,NR2110,20号胶2110,20201016,20211015,INE +334,NR2401.INE,NR2401,20号胶2401,20230117,20240115,INE +335,SC1811.INE,SC1811,原油1811,20180326,20181031,INE +336,LU2507.INE,LU2507,低硫燃料油2507,20240701,20250630,INE +337,SCTAS2502.INE,SC2502TAS,原油2502TAS,20241008,20250121,INE +338,EC2508.INE,EC2508,集运指数(欧线)2508,20240827,20250825,INE +339,SC2502.INE,SC2502,原油2502,20240201,20250131,INE +340,BC2502.INE,BC2502,国际铜2502,20240220,20250217,INE +341,SCTAS2010.INE,SC2010TAS,原油2010TAS,20200722,20200911,INE +342,SC1901.INE,SC1901,原油1901,20180326,20181228,INE +343,NR2106.INE,NR2106,20号胶2106,20200616,20210615,INE +344,SC1904.INE,SC1904,原油1904,20180402,20190329,INE +345,SC2011.INE,SC2011,原油2011,20191101,20201030,INE +346,NR2102.INE,NR2102,20号胶2102,20200218,20210205,INE +347,LU2401.INE,LU2401,低硫燃料油2401,20221223,20231229,INE +348,SCTAS2306.INE,SC2306TAS,原油2306TAS,20230403,20230519,INE +349,BC2309.INE,BC2309,国际铜2309,20220916,20230915,INE +350,NR2510.INE,NR2510,20号胶2510,20241016,20251015,INE +351,SC2005.INE,SC2005,原油2005,20190506,20200430,INE +0,SI2506.GFE,SI2506,工业硅2506,20240618,20250617,GFEX +1,SI2405.GFE,SI2405,工业硅2405,20230915,20240517,GFEX +2,SI2402.GFE,SI2402,工业硅2402,20230215,20240222,GFEX +3,LC2506.GFE,LC2506,碳酸锂2506,20240618,20250617,GFEX +4,LC2510.GFE,LC2510,碳酸锂2510,20241022,20251021,GFEX +5,LC2409.GFE,LC2409,碳酸锂2409,20230915,20240913,GFEX +6,SI2507.GFE,SI2507,工业硅2507,20240715,20250714,GFEX +7,SI2409.GFE,SI2409,工业硅2409,20240116,20240913,GFEX +8,LC2509.GFE,LC2509,碳酸锂2509,20240918,20250912,GFEX +9,SI2508.GFE,SI2508,工业硅2508,20240815,20250814,GFEX +10,LC2505.GFE,LC2505,碳酸锂2505,20240520,20250519,GFEX +11,SI2501.GFE,SI2501,工业硅2501,20240520,20250115,GFEX +12,SI2502.GFE,SI2502,工业硅2502,20240520,20250224,GFEX +13,SI2503.GFE,SI2503,工业硅2503,20240520,20250314,GFEX +14,SI2504.GFE,SI2504,工业硅2504,20240520,20250415,GFEX +15,LC2411.GFE,LC2411,碳酸锂2411,20231115,20241114,GFEX +16,SI2509.GFE,SI2509,工业硅2509,20240918,20250912,GFEX +17,SI2505.GFE,SI2505,工业硅2505,20240520,20250519,GFEX +18,SI2412.GFE,SI2412,工业硅2412,20240417,20241213,GFEX +19,SI2404.GFE,SI2404,工业硅2404,20230815,20240416,GFEX +20,LC2410.GFE,LC2410,碳酸锂2410,20231023,20241021,GFEX +21,LC2408.GFE,LC2408,碳酸锂2408,20230815,20240814,GFEX +22,SI2407.GFE,SI2407,工业硅2407,20231115,20240712,GFEX +23,SI2410.GFE,SI2410,工业硅2410,20240223,20241021,GFEX +24,SI2408.GFE,SI2408,工业硅2408,20231215,20240814,GFEX +25,LC2511.GFE,LC2511,碳酸锂2511,20241115,20251114,GFEX +26,LC2502.GFE,LC2502,碳酸锂2502,20240223,20250224,GFEX +27,SI2406.GFE,SI2406,工业硅2406,20231023,20240617,GFEX +28,SI2401.GFE,SI2401,工业硅2401,20230117,20240115,GFEX +29,SI2411.GFE,SI2411,工业硅2411,20240315,20241114,GFEX +30,LC2504.GFE,LC2504,碳酸锂2504,20240417,20250415,GFEX +31,LC2507.GFE,LC2507,碳酸锂2507,20240715,20250714,GFEX +32,LC2501.GFE,LC2501,碳酸锂2501,20240116,20250115,GFEX +33,LC2503.GFE,LC2503,碳酸锂2503,20240315,20250314,GFEX +34,LC2412.GFE,LC2412,碳酸锂2412,20231215,20241213,GFEX +35,LC2508.GFE,LC2508,碳酸锂2508,20240815,20250814,GFEX +36,SI2403.GFE,SI2403,工业硅2403,20230315,20240314,GFEX +37,SI2511.GFE,SI2511,工业硅2511,20241115,20251114,GFEX +38,SI2510.GFE,SI2510,工业硅2510,20241022,20251021,GFEX +39,SI2308.GFE,SI2308,工业硅2308,20221222,20230814,GFEX +40,SI2309.GFE,SI2309,工业硅2309,20221222,20230914,GFEX +41,SI2310.GFE,SI2310,工业硅2310,20221222,20231020,GFEX +42,SI2311.GFE,SI2311,工业硅2311,20221222,20231114,GFEX +43,SI2312.GFE,SI2312,工业硅2312,20221222,20231214,GFEX +44,LC2401.GFE,LC2401,碳酸锂2401,20230721,20240115,GFEX +45,LC2402.GFE,LC2402,碳酸锂2402,20230721,20240222,GFEX +46,LC2403.GFE,LC2403,碳酸锂2403,20230721,20240314,GFEX +47,LC2404.GFE,LC2404,碳酸锂2404,20230721,20240416,GFEX +48,LC2405.GFE,LC2405,碳酸锂2405,20230721,20240517,GFEX +49,LC2406.GFE,LC2406,碳酸锂2406,20230721,20240617,GFEX +50,LC2407.GFE,LC2407,碳酸锂2407,20230721,20240712,GFEX diff --git a/BackTrader/test.py b/BackTrader/test.py new file mode 100644 index 00000000..e07673ed --- /dev/null +++ b/BackTrader/test.py @@ -0,0 +1,17 @@ +import backtrader as bt +from tools import DataGet +from shared_cash_pool_pointing import Shared_Cash_Pool_Pointing +class Test(): + + def start_test(self): + cerebro=bt.Cerebro() + cerebro.broker.set_coc(True) + DataGet.get_data(['000001.SZ','000002.SZ','000003.SZ'],cerebro,start_date=20200101,end_date=20200401) + cerebro.addstrategy(Shared_Cash_Pool_Pointing,backtest_start_date=DataGet.get_date_from_int(20200101),backtest_end_date=DataGet.get_date_from_int(20200401)) + cerebro.run()[0] + + +test=Test() +test.start_test() + + diff --git a/BackTrader/tools/__init__.py b/BackTrader/tools/__init__.py new file mode 100644 index 00000000..9e1f36d0 --- /dev/null +++ b/BackTrader/tools/__init__.py @@ -0,0 +1,3 @@ +from .data_get import * +from .data_io import * +from .log_func import * \ No newline at end of file diff --git a/BackTrader/DataGet.py b/BackTrader/tools/data_get.py similarity index 67% rename from BackTrader/DataGet.py rename to BackTrader/tools/data_get.py index 9600e8b4..c02c20d4 100644 --- a/BackTrader/DataGet.py +++ b/BackTrader/tools/data_get.py @@ -2,7 +2,6 @@ import tushare as ts import datetime import pandas as pd - class DataGet: @staticmethod def get_str_date_from_int(date_int): @@ -37,7 +36,7 @@ def login_ts(): 登录Tushare，获取pro_api接口 :return: 返回Tushare pro_api实例 """ - token = '7c15d8db9ccc0383e40eb7487930fa9eb88eaca08573fe1da440aa54' + token = 'a4ef5bd632a83a568af0497fb9a21920ada0f4d013b79685bdce16ea' ts.set_token(token) # 设置Tushare Token pro = ts.pro_api(token) # 获取Tushare pro接口 return pro @@ -55,7 +54,23 @@ def get_data(codes, cerebro, start_date, end_date): code_list = codes if isinstance(codes, list) else codes.split() # 确保codes是列表形式 # 加载数据 for code in code_list: - df = pro.daily(ts_code=f"{code}", start_date=start_date, end_date=end_date) # 获取日线数据 + #df = pro.daily(ts_code=f"{code}", start_date=start_date, end_date=end_date) # 获取日线数据 + df = pro.daily(ts_code=f"{code}") # 获取日线数据 + df['trade_date'] = pd.to_datetime(df['trade_date']) # 转换交易日期为日期类型 + df.set_index('trade_date', inplace=True) # 将交易日期设为索引 + df['openinterest'] = 0 # 初始化持仓量为0 + df = df[['open', 'high', 'low', 'close', 'vol', 'openinterest']].rename(columns={'vol': 'volume'}) # 重命名列 + df = df.sort_index() # 按日期排序数据 + data = bt.feeds.PandasData(dataname=df) # 转换为Backtrader的Pandas数据格式 + cerebro.adddata(data, name=code) # 将数据添加到回测引擎中 + @staticmethod + def get_fut_data(codes:list,cerebro:bt.Cerebro,start_date,end_date): + + pro = DataGet.login_ts() # 登录Tushare接口 + code_list = codes if isinstance(codes, list) else codes.split() # 确保codes是列表形式 + # 加载数据 + for code in code_list: + df = pro.fut_daily(ts_code=code) # 获取日线数据 df['trade_date'] = pd.to_datetime(df['trade_date']) # 转换交易日期为日期类型 df.set_index('trade_date', inplace=True) # 将交易日期设为索引 df['openinterest'] = 0 # 初始化持仓量为0 diff --git a/BackTrader/DataIO.py b/BackTrader/tools/data_io.py similarity index 70% rename from BackTrader/DataIO.py rename to BackTrader/tools/data_io.py index 401fc486..316de6b1 100644 --- a/BackTrader/DataIO.py +++ b/BackTrader/tools/data_io.py @@ -1,17 +1,19 @@ -from DataGet import DataGet +from .data_get import DataGet import pandas as pd import datetime -import backtrader as bt -from backtrader.indicators import * from backtrader.analyzers import * import numpy as np -import Log_Func +import tools.log_func as log -class DataIO(bt.Strategy): + +class DataIO(): """ 数据输入输出类，提供与用户交互的功能，包括获取股票代码、选择回测指标、设置参数优化等。 """ - + def __init__(self): + self.start_date=None + self.end_date=None + @staticmethod def get_stock_codes(): """ @@ -30,7 +32,28 @@ def get_stock_codes(): print("========现有上市交易品种列表========") print(data) print("================================") - + @staticmethod + def get_future_codes(): + # 登录Tushare获取数据接口 + pro = DataGet.login_ts() + # 获取上市状态为'L'（上市）的股票基本信息 + data = pro.fut_basic(exchange='CFFEX', fut_type=2, fields='ts_code,name,list_date,delist_date') + # 重命名列名为中文，方便显示 + new_col = ['code', '期货名', '上市日期','最后交易日期'] + data.columns = new_col + exchange_list=['DCE','CZCE','SHFE','INE','GFEX'] + for exchange_name in exchange_list: + data_new = pro.fut_basic(exchange=exchange_name, fut_type=2, fields='ts_code,name,list_date,delist_date') + # 重命名列名为中文，方便显示 + new_col = ['code', '期货名', '上市日期','最后交易日期'] + data_new.columns = new_col + data=pd.concat([data,data_new],axis=0) + # 将股票列表保存为CSV文件 + data.to_csv("future_codes.csv") + # 打印当前上市交易的品种列表 + print("========交易品种列表========") + print(data) + print("================================") @staticmethod def show_stock_codes(): """ @@ -41,7 +64,7 @@ def show_stock_codes(): pd.set_option('display.max_columns', None) pd.set_option('display.max_rows', None) # 读取之前保存的股票代码CSV文件 - data = pd.read_csv("./codes.csv", index_col=0) + data = pd.read_csv("datasets/codes.csv", index_col=0) # 重命名列名为中文 new_col = ['code', '股票名', '地区', '行业', '上市日期'] data.columns = new_col @@ -60,9 +83,10 @@ def show_stock_codes(): name_dict[row['股票名']] = information_list # 键为股票名称，值为信息列表 return name_dict # 返回股票信息字典 - + @staticmethod def input_stockInformation(): + """ 交互式地获取用户想要回测的股票名称、回测起始日期和结束日期。 :return: 用户选择的股票代码列表、回测起始日期和结束日期 @@ -130,7 +154,72 @@ def input_stockInformation(): continue break # 起始日期和结束日期均输入正确，退出循环 return codes, start_date, end_date # 返回股票代码列表和日期 + @staticmethod + def input_futureInformation(): + + """ + 交互式地获取用户想要回测的股票名称、回测起始日期和结束日期。 + :return: 用户选择的股票代码列表、回测起始日期和结束日期 + """ + # 显示股票代码列表并获取股票信息字典 + name_dict = DataIO.show_future_codes() + + codes = list() # 存储用户选择的股票代码 + names = list() # 存储用户输入的股票名称 + print("请对应期货代码表输入，需要回测的期货名称,结束请输入“#” ") + print("===============================================") + # 循环获取用户输入的股票名称 + while True: + name = input("请继续输入：\n").strip() + if name == "#": + break # 输入'#'表示结束输入 + if name not in name_dict: + print("输入期货不存在，请重新输入") + continue # 如果股票名称不存在，提示重新输入 + names.append(name) # 添加到名称列表中 + # 根据名称列表获取对应的股票代码 + for name in names: + codes.append(name_dict[name][0]) + # 获取回测的起始日期和结束日期 + while True: + if not names: + break # 如果没有选择任何股票，直接退出 + judge = True + try: + # 输入回测起始日期 + start_date = int(input("请按说明格式输入回测起始日期：\n（例如：若为2021年9月10日则应输入：20210910）\n").strip()) + if start_date == "": + print("输入为空！请重试！！！") + continue + except ValueError: + print("非法输入！请重试！！！") + continue + # 检查起始日期是否合法 + for name in names: + if DataGet.get_date_from_int(start_date) > datetime.date.today(): + print("起始日期不可晚于今日，请重新输入！！！") + judge = False + break + if not judge: + continue # 如果起始日期不合法，重新输入 + while True: + try: + # 输入回测结束日期 + end_date = int(input("请按说明格式输入回测结束日期：\n（例如：若为2021年9月10日则应输入：20210910）\n").strip()) + if DataGet.get_date_from_int(end_date) > datetime.date.today(): + print("结束日期不可晚于今日，请重新输入！！！") + continue + if end_date < start_date: + print("结束日期不可早于起始日期！！！请重试！！！") + continue + break # 结束日期输入正确，退出循环 + except ValueError: + print("非法输入！请重试！！！") + continue + break # 起始日期和结束日期均输入正确，退出循环 + return codes, start_date, end_date # 返回股票代码列表和日期 + @staticmethod def add_analysers(cerebro): """ @@ -193,6 +282,7 @@ def text_report(cerebro, strat): :param strat: 运行后的策略实例 """ endingcash = cerebro.broker.get_value() # 获取期末权益 + #endingcash=shared_cash_pool_pointing.Shared_Cash_Pool_Pointing.getvalue() if endingcash <= 0: endingcash = 0 # 输出期初和期末权益 @@ -329,7 +419,7 @@ def __init__(self): self.target_percent=self.params.target_percent def change_target_percent(self): - Log_Func.Log.log(self,f"Current Target percentage is {self.target_percent}.") + log.Log.log(self,f"Current Target percentage is {self.target_percent}.") change_flag = input("是否需要调整持仓比例(y/n): ").strip().lower() if change_flag=='y': DataIO.set_target_percent(self) @@ -345,10 +435,39 @@ def set_target_percent(self): break elif 0 <= new_target_percent <= 1: self.target_percent = new_target_percent - Log_Func.Log.log(self,f"Target percentage updated to {new_target_percent:.2f}") + log.Log.log(self,f"Target percentage updated to {new_target_percent:.2f}") break else: - Log_Func.Log.log(self,"Target percentage must be between 0 and 1.") + log.Log.Log.log(self,"Target percentage must be between 0 and 1.") except ValueError: - Log_Func.Log.log("Invalid input. Please enter a valid number.") + log.Log.Log.log("Invalid input. Please enter a valid number.") + @staticmethod + def show_future_codes(): + """ + 显示所有上市交易的股票代码，并返回股票名称与代码、上市日期的对应字典。 + :return: 股票名称与其代码和上市日期的字典 + """ + # 设置Pandas显示选项，显示所有列和所有行 + pd.set_option('display.max_columns', None) + pd.set_option('display.max_rows', None) + # 读取之前保存的股票代码CSV文件 + data = pd.read_csv("datasets/future_codes.csv", index_col=0) + # 重命名列名为中文 + # 打印股票代码列表 + print("===================期货品种代码列表===================") + print(data) + print("===============================================") + # 创建一个字典，用于存储股票名称与其代码和上市日期的对应关系 + name_dict = dict() + + # 遍历每一行数据，填充name_dict + for index, row in data.iterrows(): + information_list = list() + information_list.append(row['code']) # 添加股票代码 + information_list.append(row['期货名']) + information_list.append(row['上市日期']) # 添加上市日期 + information_list.append(row['最后交易日期']) + name_dict[row['期货名']] = information_list # 键为股票名称，值为信息列表 + return name_dict # 返回股票信息字典 + diff --git a/BackTrader/tools/log_func.py b/BackTrader/tools/log_func.py new file mode 100644 index 00000000..c3e44dd5 --- /dev/null +++ b/BackTrader/tools/log_func.py @@ -0,0 +1,8 @@ +import backtrader as bt + +class Log(): + @staticmethod + def log(strategy:bt.Strategy, txt, dt=None): + """ 日志记录函数 """ + dt = dt or strategy.datas[0].datetime.date(0) + print(f'{dt.isoformat()} {txt}') \ No newline at end of file diff --git a/Backtrader_systemv3.py b/Backtrader_systemv3.py deleted file mode 100644 index 77ca0a5f..00000000 --- a/Backtrader_systemv3.py +++ /dev/null @@ -1,1067 +0,0 @@ -import numpy as np # 导入NumPy库，用于高效的数值计算 -import pandas as pd # 导入Pandas库，用于数据处理和分析 -import tushare as ts # 导入Tushare库，用于获取股票数据 -import time # 导入时间模块，用于时间相关操作 -from backtrader.analyzers import * # 导入Backtrader分析器，用于回测结果的分析 -from backtrader.indicators import * # 导入Backtrader指标模块，用于策略开发中的技术指标 -from backtrader_plotting import Bokeh # 导入Bokeh模块，用于绘制回测结果的图表 -from backtrader_plotting.schemes import Tradimo # 导入Bokeh的绘图方案 -import datetime # 导入日期时间模块，用于处理时间 -import optunity # 导入Optunity库，用于超参数优化 - -# =============== 数据获取与处理类 ================== -class DataGet: - @staticmethod - def get_str_date_from_int(date_int): - """ - 将日期的整数格式（yyyyMMdd）转换为字符串格式（yyyy-mm-dd） - :param date_int: 日期的整数表示 - :return: 格式化后的日期字符串 - """ - try: - date_int = int(date_int) - except ValueError: - date_int = int(date_int.replace("-", "")) - year = date_int // 10000 # 获取年份 - month = (date_int % 10000) // 100 # 获取月份 - day = date_int % 100 # 获取日期 - - return "%d-%02d-%02d" % (year, month, day) - - @staticmethod - def get_date_from_int(date_int): - """ - 将日期的整数格式（yyyyMMdd）转换为日期对象 - :param date_int: 日期的整数表示 - :return: 转换后的日期对象 - """ - date_str = DataGet.get_str_date_from_int(date_int) - return datetime.datetime.strptime(date_str, "%Y-%m-%d").date() - - @staticmethod - def login_ts(): - """ - 登录Tushare，获取pro_api接口 - :return: 返回Tushare pro_api实例 - """ - token = '7c15d8db9ccc0383e40eb7487930fa9eb88eaca08573fe1da440aa54' - ts.set_token(token) # 设置Tushare Token - pro = ts.pro_api(token) # 获取Tushare pro接口 - return pro - - @staticmethod - def get_data(codes, cerebro, start_date, end_date): - """ - 获取指定股票/期货代码的数据，并将其添加到回测引擎（Cerebro）中 - :param codes: 股票/期货代码（可以是单个代码或多个代码的列表） - :param cerebro: Backtrader回测引擎实例 - :param start_date: 回测开始日期 - :param end_date: 回测结束日期 - """ - pro = DataGet.login_ts() # 登录Tushare接口 - code_list = codes if isinstance(codes, list) else codes.split() # 确保codes是列表形式 - # 加载数据 - for code in code_list: - df = pro.daily(ts_code=f"{code}", start_date=start_date, end_date=end_date) # 获取日线数据 - df['trade_date'] = pd.to_datetime(df['trade_date']) # 转换交易日期为日期类型 - df.set_index('trade_date', inplace=True) # 将交易日期设为索引 - df['openinterest'] = 0 # 初始化持仓量为0 - df = df[['open', 'high', 'low', 'close', 'vol', 'openinterest']].rename(columns={'vol': 'volume'}) # 重命名列 - df = df.sort_index() # 按日期排序数据 - data = bt.feeds.PandasData(dataname=df) # 转换为Backtrader的Pandas数据格式 - cerebro.adddata(data, name=code) # 将数据添加到回测引擎中 - -# =============== 回测控制类 ================== -class BackTest: - @staticmethod - def batch_test(symbol_list, start_date, end_date): - """ - 批量回测，针对多个品种进行回测 - :param symbol_list: 品种代码列表 - :param start_date: 回测开始日期 - :param end_date: 回测结束日期 - """ - for symbol in symbol_list: - cerebro = bt.Cerebro() # 创建Backtrader回测引擎 - BackTestSetup.set_cerebro(cerebro=cerebro, opt_judge=False) # 设置回测引擎 - cerebro.addstrategy(Solo_cash_pool) # 添加策略（单独资金池策略） - DataGet.get_data(codes=symbol, cerebro=cerebro, start_date=start_date, end_date=end_date) # 获取数据 - strat = cerebro.run()[0] # 运行回测并获取策略实例 - print("========独立资金池批量回测========") - print(f"品种：{symbol}") - print(f"回测区间：{DataGet.get_date_from_int(start_date)}至{DataGet.get_date_from_int(end_date)}") - DataIO.text_report(cerebro=cerebro, strat=strat) # 输出回测报告 - print("========独立资金池批量回测========") - pic = Bokeh(style='bar', plot_mode='single', scheme=Tradimo()) # 使用Bokeh绘图 - cerebro.plot(pic) # 绘制回测结果 - - @staticmethod - def shared_cash_test(symbol_list, start_date, end_date): - """ - 使用共享资金池进行回测 - :param symbol_list: 品种代码列表 - :param start_date: 回测开始日期 - :param end_date: 回测结束日期 - """ - cerebro = bt.Cerebro() # 创建Backtrader回测引擎 - BackTestSetup.set_cerebro(cerebro=cerebro, opt_judge=False) # 设置回测引擎 - cerebro.addstrategy(Shared_cash_pool) # 添加策略（共享资金池策略） - DataGet.get_data(cerebro=cerebro, codes=symbol_list, start_date=start_date, end_date=end_date) # 获取数据 - strat = cerebro.run()[0] # 运行回测并获取策略实例 - print("========共享资金池组合回测========") - print(f"品种：{symbol_list}") - print(f"回测区间：{DataGet.get_date_from_int(start_date)}至{DataGet.get_date_from_int(end_date)}") - DataIO.text_report(cerebro=cerebro, strat=strat) # 输出回测报告 - print("========共享资金池组合回测========") - pic = Bokeh(style='bar', plot_mode='single', scheme=Tradimo()) # 使用Bokeh绘图 - cerebro.plot(pic) # 绘制回测结果 - -# =============== 共享资金池策略类 ================== - -class Shared_cash_pool(bt.Strategy): - """ - 共享资金池策略类，主要用于管理多个品种的买卖决策，策略基于不同的技术指标。 - """ - - def __init__(self): - """ - 初始化共享资金池策略中的指标，确保每个品种的技术指标独立计算。 - """ - self.sma5 = dict() # 5日简单移动平均 - self.ema15 = dict() # 15日指数加权移动平均 - self.bolling_top = dict() # 布林带上轨 - self.bolling_bot = dict() # 布林带下轨 - self.notify_flag = 0 # 控制是否打印订单状态 - for index, data in enumerate(self.datas): - c = data.close - self.sma5[data] = MovingAverageSimple(c) # 初始化5日简单移动均线 - self.ema15[data] = ExponentialMovingAverage(c) # 初始化15日指数加权移动均线 - self.bolling_top[data] = bt.indicators.BollingerBands(c, period=20).top # 初始化布林带上轨 - self.bolling_bot[data] = bt.indicators.BollingerBands(c, period=20).bot # 初始化布林带下轨 - - def next(self): - """ - 每个时间步执行共享资金池策略。 - """ - self.shared_cash() # 执行共享资金池策略 - - def notify_order(self, order): - """ - 通知订单状态，用于查看订单执行情况。 - """ - if self.notify_flag: - if order.status in [order.Submitted, order.Accepted]: # 订单被接受，等待执行 - return - if order.status in [order.Completed]: - if order.isbuy(): # 买入订单完成 - print(f"已买入:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"买入价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.issell(): # 卖出订单完成 - print(f"已卖出:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"卖出价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.status is order.Canceled: - print('订单取消') - elif order.status is order.Rejected: - print('金额不足拒绝交易') - elif order.status is order.Margin: - print('保证金不足') - else: - pass - - def shared_cash(self): - """ - 根据共享资金池策略的条件进行每个品种的买入或卖出。 - """ - for data in self.datas: - size = self.calculate_quantity(data) # 计算交易数量 - - self.buy_function(line=data, size=size) # 执行买入操作 - self.sell_function(line=data, size=size) # 执行卖出操作 - - def buy_function(self, line, size): - """ - 执行买入操作，当满足买入条件时，调用Backtrader的买入函数。 - """ - close_over_sma = line.close > self.sma5[line][0] # 当前价格高于5日均线 - close_over_ema = line.close > self.ema15[line][0] # 当前价格高于15日指数均线 - sma_ema_diff = self.sma5[line][0] - self.ema15[line][0] # 计算5日均线与15日均线的差值 - buy_cond = (close_over_sma and close_over_ema and sma_ema_diff > 0) or line.close == self.bolling_top[line][0] # 满足买入条件 - - if buy_cond and self.broker.get_value() > 0: # 确保资金充足 - buy_order = self.buy(data=line, size=size) # 执行买入 - return buy_order - else: - pass - - def sell_function(self, line, size): - """ - 执行卖出操作，当满足卖出条件时，调用Backtrader的卖出函数。 - """ - sell_cond = line.close < self.sma5[line] # 当前价格低于5日均线 - - if sell_cond and self.getposition(line): # 当前持有仓位时执行卖出 - sell_order = self.close(data=line, size=size) # 执行卖出 - return sell_order - else: - pass - - def calculate_quantity(self, line) -> int: - """ - 根据可用资金计算每次交易的数量。 - """ - total_value = self.broker.get_value() # 获取总资金 - available_value = total_value * 0.05 # 可用资金为总资金的5% - close_price = line.close[0] # 当前价格 - quantity = int(available_value / close_price) # 计算购买数量 - return quantity - - def print_position(self, line) -> None: - """ - 打印当前持仓信息。 - """ - pos = self.getposition(line) - print(f"品种: {line._name} 的当前仓位: {pos.size} @price: {pos.price}") - - -# =============== 独立资金池策略类 ================== - -class Solo_cash_pool(bt.Strategy): - """ - 独立资金池策略类，适用于每次交易只涉及一个品种的回测。 - """ - - def __init__(self): - """ - 初始化独立资金池策略中的各类指标。 - """ - self.indicatordict = dict() # 存储各类技术指标 - self.notify_flag = 0 # 控制是否打印订单状态 - - # 初始化技术指标 - self.indicatordict['SMA5'] = MovingAverageSimple() # 5日简单移动平均线 - self.indicatordict['EMA15'] = ExponentialMovingAverage() # 15日指数移动平均线 - self.indicatordict['MA30'] = MovingAverage() # 30日移动平均线 - self.indicatordict['MACD'] = MACDHisto() # MACD指标的柱状图 - - def next(self): - """ - 每个时间步执行独立资金池策略。 - """ - self.solo_cash() # 执行独立资金池策略逻辑 - - def notify_order(self, order): - """ - 通知订单状态，用于查看订单执行情况。 - """ - if self.notify_flag: - # 查看订单情况 - if order.status in [order.Submitted, order.Accepted]: - return # 订单已提交或接受，等待执行 - if order.status in [order.Completed]: - if order.isbuy(): - # 买入订单完成 - print(f"已买入:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"买入价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.issell(): - # 卖出订单完成 - print(f"已卖出:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"卖出价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.status is order.Canceled: - print('订单取消') - elif order.status is order.Rejected: - print('金额不足，拒绝交易') - elif order.status is order.Margin: - print('保证金不足') - else: - pass # 不打印订单状态 - - def solo_cash(self): - """ - 根据独立资金池策略的条件进行买入或卖出操作。 - """ - size = self.calculate_quantity(self.datas[0]) # 计算交易数量 - self.buy_function(size=size) # 执行买入操作 - self.sell_function() # 执行卖出操作 - - def buy_function(self, size): - """ - 执行买入操作，当满足买入条件时，调用Backtrader的买入函数。 - """ - close_over_sma = self.datas[0].close > self.indicatordict['SMA5'][0] # 当前价格高于5日均线 - close_over_ema = self.datas[0].close > self.indicatordict['EMA15'][0] # 当前价格高于15日指数均线 - sma_ema_diff = self.indicatordict['SMA5'][0] - self.indicatordict['EMA15'][0] # 5日均线与15日均线的差值 - - buy_cond = (close_over_sma or close_over_ema) and (sma_ema_diff > 0) # 定义买入条件 - - if buy_cond and self.broker.get_value() > 0: # 检查是否满足买入条件且有足够资金 - buy_order = self.buy(size=size) # 执行买入操作 - return buy_order - else: - pass # 不满足买入条件，跳过 - - def sell_function(self): - """ - 执行卖出操作，当满足卖出条件时，调用Backtrader的卖出函数。 - """ - sell_cond = self.datas[0].close < self.indicatordict['SMA5'][0] # 当前价格低于5日均线 - - if sell_cond and self.getposition(): # 检查是否满足卖出条件且持有仓位 - sell_order = self.close() # 执行卖出操作 - return sell_order - else: - pass # 不满足卖出条件，跳过 - - def calculate_quantity(self, data) -> int: - """ - 根据策略的逻辑计算交易数量，返回一个整数表示交易数量。 - """ - total_value = self.broker.get_value() # 获取当前总资金 - available_value = total_value * 0.05 # 可用资金为总资金的5% - close_price = data.close[0] # 当前收盘价 - quantity = int(available_value / close_price) # 计算交易数量，取整数 - return quantity - - def print_position(self, line) -> None: - """ - 打印当前持仓信息。 - """ - pos = self.getposition(line) - print(f"品种: {line._name} 的当前仓位: {pos.size} @price: {pos.price}") - -# =============== 策略参数优化共享资金池策略类 ================== - -class OptSharedCash(bt.Strategy): - """ - 策略参数优化共享资金池策略类，使用参数优化技术对共享资金池策略进行调整。 - """ - params = dict(N1=10, N2=20) # 定义策略参数，可用于优化 - - def __init__(self): - """ - 初始化策略，创建并初始化需要的指标，并根据传入的参数调整指标的周期。 - """ - # 创建指标字典 - self.sma5 = dict() # 简单移动平均线，周期为N1 - self.ema15 = dict() # 指数移动平均线，周期为N2 - self.ma30 = dict() # 移动平均线，默认周期 - self.bolling_top = dict() # 布林带上轨 - self.bolling_bot = dict() # 布林带下轨 - self.notify_flag = 0 # 控制是否打印订单通知 - - # 遍历所有数据集，为每个数据集计算对应的指标 - for index, data in enumerate(self.datas): - c = data.close - # 使用传入的参数N1和N2来调整指标的周期 - self.sma5[data] = MovingAverageSimple(c, period=int(self.p.N1)) # 简单移动平均线，周期为N1 - self.ema15[data] = ExponentialMovingAverage(c, period=int(self.p.N2)) # 指数移动平均线，周期为N2 - self.ma30[data] = MovingAverage(c) # 默认周期的移动平均线 - # 初始化布林带指标 - self.bolling_top[data] = bt.indicators.BollingerBands(c, period=20).top # 布林带上轨 - self.bolling_bot[data] = bt.indicators.BollingerBands(c, period=20).bot # 布林带下轨 - - def next(self): - """ - 每个时间步执行策略操作。 - """ - self.shared_cash() # 执行共享资金池策略 - - def notify_order(self, order): - """ - 订单状态通知，用于监控订单的执行状态。 - """ - if self.notify_flag: - # 查看订单情况 - if order.status in [order.Submitted, order.Accepted]: - return # 订单已提交或被接受，等待执行 - if order.status in [order.Completed]: - if order.isbuy(): - # 买入订单已完成 - print(f"已买入:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"买入价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.issell(): - # 卖出订单已完成 - print(f"已卖出:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"卖出价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.status == order.Canceled: - print('订单取消') - elif order.status == order.Rejected: - print('金额不足拒绝交易') - elif order.status == order.Margin: - print('保证金不足') - else: - pass # 不打印订单通知 - - def shared_cash(self): - """ - 共享资金池策略的核心逻辑，遍历所有数据集，计算交易数量，执行买入和卖出操作。 - """ - for data in self.datas: - size = self.calculate_quantity(data) # 计算交易数量 - self.buy_function(line=data, size=size) # 执行买入操作 - self.sell_function(line=data, size=size) # 执行卖出操作 - - def buy_function(self, line, size): - """ - 根据策略条件执行买入操作。 - """ - # 定义买入条件 - close_over_sma = line.close > self.sma5[line][0] # 当前价格高于简单移动平均线 - close_over_ema = line.close > self.ema15[line][0] # 当前价格高于指数移动平均线 - sma_ema_diff = self.sma5[line][0] - self.ema15[line][0] # 简单均线与指数均线的差值 - # 满足以下条件之一即可买入 - buy_cond = (close_over_sma and close_over_ema and sma_ema_diff > 0) or \ - (line.close == self.bolling_top[line][0]) # 价格等于布林带上轨 - - if buy_cond and self.broker.get_value() > 0: - # 满足买入条件且有足够资金，执行买入 - buy_order = self.buy(data=line, size=size) - return buy_order - else: - pass # 不满足买入条件，跳过 - - def sell_function(self, line, size): - """ - 根据策略条件执行卖出操作。 - """ - # 定义卖出条件 - sell_cond = self.indicatordict[line][0] < self.indicatordict[line][-1] < self.indicatordict[line][-2] - # sell_cond = line.close < self.sma5[line] # 另一种卖出条件（注释掉的备选方案） - - if sell_cond and self.getposition(line): - # 满足卖出条件且持有仓位，执行卖出 - sell_order = self.close(data=line, size=size) - return sell_order - else: - pass # 不满足卖出条件，跳过 - - def calculate_quantity(self, line) -> int: - """ - 根据可用资金和当前价格计算交易数量。 - 返回一个整数表示交易数量。 - """ - total_value = self.broker.get_value() # 获取当前的总资金 - available_value = total_value * 0.05 # 可用资金为总资金的5% - close_price = line.close[0] # 当前收盘价 - quantity = int(available_value / close_price) # 计算交易数量，取整数 - - return quantity - - def print_position(self, line) -> None: - """ - 打印当前持仓信息。 - """ - pos = self.getposition(line) - print(f"品种: {line._name} 的当前仓位: {pos.size} @price: {pos.price}") - -# =============== 策略参数优化独立资金池策略类 ================== - -class OptSoloCash(bt.Strategy): - """ - 策略参数优化独立资金池策略类，适用于单个品种的回测，并支持参数优化。 - """ - - params = dict(N1=10, N2=20) # 定义策略参数N1和N2，用于指标的周期设定 - - def __init__(self): - """ - 初始化策略，创建并初始化需要的技术指标，并根据传入的参数调整指标的周期。 - """ - self.indicatordict = dict() # 存储各类技术指标 - self.notify_flag = 0 # 控制是否打印订单状态 - - # 初始化技术指标，使用策略参数N1和N2作为周期 - self.indicatordict['SMA5'] = MovingAverageSimple(self.datas[0].close, period=self.p.N1) # 简单移动平均线 - self.indicatordict['EMA15'] = ExponentialMovingAverage(self.datas[0].close, period=self.p.N2) # 指数移动平均线 - - def next(self): - """ - 每个时间步执行策略逻辑，包括买入和卖出操作。 - """ - self.solo_cash() # 执行独立资金池策略逻辑 - - def notify_order(self, order): - """ - 通知订单状态，用于查看订单的执行情况。 - """ - if self.notify_flag: - # 查看订单状态 - if order.status in [order.Submitted, order.Accepted]: - return # 订单已提交或被接受，等待执行 - if order.status in [order.Completed]: - if order.isbuy(): - # 买入订单完成 - print(f"已买入: {self.data._name}") - print(f"数量: {order.executed.size}") - print(f"买入价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.issell(): - # 卖出订单完成 - print(f"已卖出: {self.data._name}") - print(f"数量: {order.executed.size}") - print(f"卖出价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.status == order.Canceled: - print('订单取消') - elif order.status == order.Rejected: - print('金额不足，拒绝交易') - elif order.status == order.Margin: - print('保证金不足') - else: - pass # 不打印订单状态 - - def solo_cash(self): - """ - 根据策略的条件执行买入和卖出操作。 - """ - size = self.calculate_quantity(self.datas[0]) # 计算交易数量 - self.buy_function(size=size) # 执行买入操作 - self.sell_function() # 执行卖出操作 - - def buy_function(self, size): - """ - 执行买入操作，当满足买入条件时，调用Backtrader的买入函数。 - """ - # 获取当前的收盘价和指标值 - current_close = self.datas[0].close[0] - sma_value = self.indicatordict['SMA5'][0] - ema_value = self.indicatordict['EMA15'][0] - - # 定义买入条件 - close_over_sma = current_close > sma_value # 当前价格高于SMA - close_over_ema = current_close > ema_value # 当前价格高于EMA - sma_ema_diff = sma_value - ema_value # SMA与EMA的差值 - - buy_cond = close_over_sma and close_over_ema and sma_ema_diff > 0 # 满足所有条件 - - if buy_cond and self.broker.get_cash() >= current_close * size: - # 满足买入条件且有足够资金，执行买入 - buy_order = self.buy(size=size) - return buy_order - else: - pass # 不满足买入条件或资金不足，跳过 - - def sell_function(self): - """ - 执行卖出操作，当满足卖出条件时，调用Backtrader的卖出函数。 - """ - # 获取当前的收盘价和SMA值 - current_close = self.datas[0].close[0] - sma_value = self.indicatordict['SMA5'][0] - - # 定义卖出条件 - sell_cond = current_close < sma_value # 当前价格低于SMA - - if sell_cond and self.getposition().size > 0: - # 满足卖出条件且持有仓位，执行卖出 - sell_order = self.close() - return sell_order - else: - pass # 不满足卖出条件或无持仓，跳过 - - def calculate_quantity(self, data) -> int: - """ - 根据策略的逻辑计算交易数量，返回一个整数表示交易数量。 - """ - total_value = self.broker.get_value() # 获取当前的总资产 - available_value = total_value * 0.05 # 可用资金为总资金的5% - close_price = data.close[0] # 当前品种的收盘价 - quantity = int(available_value / close_price) # 计算交易数量，取整数 - - return quantity - - def print_position(self, line) -> None: - """ - 打印当前持仓信息。 - """ - pos = self.getposition(line) - print(f"品种: {line._name} 的当前仓位: {pos.size} @价格: {pos.price}") - - -# =============== 信息输入输出类 ================== - -class DataIO: - """ - 数据输入输出类，提供与用户交互的功能，包括获取股票代码、选择回测指标、设置参数优化等。 - """ - - @staticmethod - def get_stock_codes(): - """ - 获取当前所有正常上市交易的股票列表，并将其保存到本地文件'codes.csv'中。 - """ - # 登录Tushare获取数据接口 - pro = DataGet.login_ts() - # 获取上市状态为'L'（上市）的股票基本信息 - data = pro.stock_basic(exchange='', list_status='L', fields='ts_code,name,area,industry,list_date') - # 重命名列名为中文，方便显示 - new_col = ['code', '股票名', '地区', '行业', '上市日期'] - data.columns = new_col - # 将股票列表保存为CSV文件 - data.to_csv("codes.csv") - # 打印当前上市交易的品种列表 - print("========现有上市交易品种列表========") - print(data) - print("================================") - - @staticmethod - def show_stock_codes(): - """ - 显示所有上市交易的股票代码，并返回股票名称与代码、上市日期的对应字典。 - :return: 股票名称与其代码和上市日期的字典 - """ - # 设置Pandas显示选项，显示所有列和所有行 - pd.set_option('display.max_columns', None) - pd.set_option('display.max_rows', None) - # 读取之前保存的股票代码CSV文件 - data = pd.read_csv("./codes.csv", index_col=0) - # 重命名列名为中文 - new_col = ['code', '股票名', '地区', '行业', '上市日期'] - data.columns = new_col - # 打印股票代码列表 - print("===================现有上市交易品种代码列表===================") - print(data) - print("===============================================") - # 创建一个字典，用于存储股票名称与其代码和上市日期的对应关系 - name_dict = dict() - - # 遍历每一行数据，填充name_dict - for index, row in data.iterrows(): - information_list = list() - information_list.append(row['code']) # 添加股票代码 - information_list.append(row['上市日期']) # 添加上市日期 - name_dict[row['股票名']] = information_list # 键为股票名称，值为信息列表 - - return name_dict # 返回股票信息字典 - - @staticmethod - def input_stockInformation(): - """ - 交互式地获取用户想要回测的股票名称、回测起始日期和结束日期。 - :return: 用户选择的股票代码列表、回测起始日期和结束日期 - """ - # 显示股票代码列表并获取股票信息字典 - name_dict = DataIO.show_stock_codes() - - codes = list() # 存储用户选择的股票代码 - names = list() # 存储用户输入的股票名称 - print("请对应股票代码表输入，需要回测的股票名称,结束请输入“#” ") - print("===============================================") - # 循环获取用户输入的股票名称 - while True: - name = input("请继续输入：\n").strip() - if name == "#": - break # 输入'#'表示结束输入 - if name not in name_dict: - print("输入股票名不存在，请重新输入") - continue # 如果股票名称不存在，提示重新输入 - names.append(name) # 添加到名称列表中 - # 根据名称列表获取对应的股票代码 - for name in names: - codes.append(name_dict[name][0]) - # 获取回测的起始日期和结束日期 - while True: - if not names: - break # 如果没有选择任何股票，直接退出 - judge = True - try: - # 输入回测起始日期 - start_date = int(input("请按说明格式输入回测起始日期：\n（例如：若为2021年9月10日则应输入：20210910）\n").strip()) - if start_date == "": - print("输入为空！请重试！！！") - continue - except ValueError: - print("非法输入！请重试！！！") - continue - # 检查起始日期是否合法 - for name in names: - if int(name_dict[name][1]) > start_date: - print("起始日期不可早于该股票上市日期,请重新输入！！！") - print(f"股票：{name},上市日期为：{name_dict[name][1]}") - judge = False - break - if DataGet.get_date_from_int(start_date) > datetime.date.today(): - print("起始日期不可晚于今日，请重新输入！！！") - judge = False - break - - if not judge: - continue # 如果起始日期不合法，重新输入 - while True: - try: - # 输入回测结束日期 - end_date = int(input("请按说明格式输入回测结束日期：\n（例如：若为2021年9月10日则应输入：20210910）\n").strip()) - if DataGet.get_date_from_int(end_date) > datetime.date.today(): - print("结束日期不可晚于今日，请重新输入！！！") - continue - if end_date < start_date: - print("结束日期不可早于起始日期！！！请重试！！！") - continue - break # 结束日期输入正确，退出循环 - except ValueError: - print("非法输入！请重试！！！") - continue - break # 起始日期和结束日期均输入正确，退出循环 - return codes, start_date, end_date # 返回股票代码列表和日期 - - @staticmethod - def add_analysers(cerebro): - """ - 交互式地添加回测分析器，用户可以选择需要计算的回测指标。 - :param cerebro: Backtrader的Cerebro引擎实例 - """ - print("请选择需要计算的回测指标，并在下方输入选项前的数字标号：\n1.年化收益\n2.夏普比率\n3.权益回撤\n4.年化收益率") - while True: - # 获取用户输入的指标选项 - num = input("请输入：（输入”0“结束输入）\n") - if num == "0": - break # 输入'0'表示结束输入 - elif num == "1": - # 添加年化收益分析器 - cerebro.addanalyzer(AnnualReturn, _name='AnnualReturn') - elif num == "2": - # 添加夏普比率分析器 - cerebro.addanalyzer(SharpeRatio, timeframe=bt.TimeFrame.Years, _name='SharpeRatio') - elif num == "3": - # 添加权益回撤分析器 - cerebro.addanalyzer(DrawDown, _name='DrawDown') - elif num == "4": - # 添加年化收益率分析器 - cerebro.addanalyzer(TimeReturn, timeframe=bt.TimeFrame.Years, _name='TimeReturn') - else: - print("非法输入！请重试！！！") # 输入不合法，提示重试 - - @staticmethod - def add_plotElements(cerebro): - """ - 交互式地添加可视化绘制的回测曲线，用户可以选择需要显示的曲线。 - :param cerebro: Backtrader的Cerebro引擎实例 - """ - # 添加买卖点观察器 - cerebro.addobserver(bt.observers.BuySell) - print("请选择可视化绘制的回测曲线，并在下方输入选项前的数字标号\n1.收益曲线\n2.回撤曲线\n3.总体权益曲线") - while True: - # 获取用户输入的可视化选项 - num = input("请输入：（输入”0“结束输入）\n") - if num == "0": - break # 输入'0'表示结束输入 - elif num == "1": - # 添加收益曲线观察器 - cerebro.addobserver(bt.observers.TimeReturn) - elif num == "2": - # 添加回撤曲线观察器 - cerebro.addobserver(bt.observers.DrawDown) - elif num == "3": - # 添加总体权益曲线观察器 - cerebro.addobserver(bt.observers.FundValue) - else: - print("非法输入！请重试！！！") - continue # 输入不合法，提示重试 - - @staticmethod - def text_report(cerebro, strat): - """ - 输出回测的文本报告，包括期初权益、期末权益、收益、收益率等信息。 - :param cerebro: Backtrader的Cerebro引擎实例 - :param strat: 运行后的策略实例 - """ - endingcash = cerebro.broker.get_value() # 获取期末权益 - if endingcash <= 0: - endingcash = 0 - # 输出期初和期末权益 - print(f"期初权益：{cerebro.broker.startingcash}") - print(f"期末权益：{endingcash}") - profit = endingcash - cerebro.broker.startingcash # 计算收益 - print(f"收益:{round(profit, 2)}") - # 计算收益率 - profit_percent = round(profit / cerebro.broker.startingcash, 2) * 100 - if profit < 0: - profit_percent = -profit_percent - print(f"收益率：{round(profit_percent, 2)}%") - # 输出夏普比率 - if hasattr(strat.analyzers, "SharpeRatio"): - sharpe_ratio = strat.analyzers.SharpeRatio.get_analysis().get('sharperatio', None) - if sharpe_ratio is not None: - print(f"夏普比率:{round(sharpe_ratio, 2)}") - # 输出最大回撤信息 - if hasattr(strat.analyzers, "DrawDown"): - drawdown = strat.analyzers.DrawDown.get_analysis() - print(f"最大回撤率:{round(drawdown['max']['drawdown'], 2)}%") - print(f"最大回撤资金:{round(-drawdown['max']['moneydown'], 2)}") - # 输出年化平均收益率 - if hasattr(strat.analyzers, "AnnualReturn"): - annual_returns = strat.analyzers.AnnualReturn.get_analysis() - avg_annual_return = np.mean(list(annual_returns.values())) - print(f"年化平均收益率:{round(float(avg_annual_return), 2) * 100}%") - - @staticmethod - def input_OptInformation(): - """ - 交互式地获取策略参数优化的信息，包括优化算法、优化次数、参数范围等。 - :return: 优化算法名称、优化次数、参数N1的范围列表、参数N2的范围列表 - """ - n1_list = [] # 存储参数N1的范围 - n2_list = [] # 存储参数N2的范围 - num = 0 # 优化次数 - name = "" # 优化算法名称 - # 选择优化算法 - while True: - try: - print("*************************************************************************************") - print("可用的参数优化算法:\n1.粒子群优化算法\n2.SOBOL序列\n3.随机搜索算法（耗时较久）\n4.CMA-ES\n5.网格搜索算法\n") - name_choose = int(input("请选择优化算法并输入对应优化算法前的数字序号：\n")) - if name_choose == 1: - name = "particle swarm" - break - elif name_choose == 2: - name = "sobol" - break - elif name_choose == 3: - name = "random search" - break - elif name_choose == 4: - name = "cma-es" - break - elif name_choose == 5: - name = "grid search" - break - else: - print("不存在该选项！请重试！！！") - continue - except ValueError: - print("非法输入，请输入整数数字，请重试！") - continue - # 输入优化次数 - while True: - try: - num = int(input("请输入算法优化次数：")) - break - except ValueError: - print("请输入整数数字，请重试！") - continue - # 输入策略参数的优化范围 - while True: - judge = True - try: - for i in range(2): # 对于参数N1和N2 - start = int(input(f"请输入参数{i + 1}的优化范围下限:\n")) - if start == "": - print("输入为空，请重试！") - judge = False - n1_list.clear() - n2_list.clear() - break - end = int(input(f"请输入参数{i + 1}的优化范围上限:\n")) - if end == "": - judge = False - print("输入为空，请重试！") - n1_list.clear() - n2_list.clear() - break - if start > end: - print("参数上限不可小于参数下限！请重新输入！") - n1_list.clear() - n2_list.clear() - judge = False - break - if i == 0: - n1_list.append(start) - n1_list.append(end) - else: - n2_list.append(start) - n2_list.append(end) - if judge: - break # 参数范围输入正确，退出循环 - else: - continue - except ValueError: - print("非法输入，请重试！") - n1_list.clear() - n2_list.clear() - continue - - print(num, n1_list, n2_list) # 输出优化次数和参数范围 - return name, num, n1_list, n2_list # 返回优化信息 - - @staticmethod - def printOptParameters(name, optimal_pars): - """ - 打印参数优化后的最优参数信息。 - :param name: 优化算法名称 - :param optimal_pars: 最优参数的字典 - """ - print(f'采用{name}算法优化后的参数信息:') - print('N1 = %.2f' % optimal_pars['N1']) - print('N2 = %.2f' % optimal_pars['N2']) - - -# =============== 策略参数优化类 ================== - -class StrategyOptimization: - """ - 策略参数优化类，用于执行策略的参数优化流程，支持对不同策略和回测模式进行优化。 - """ - - @staticmethod - def strategy_optimization_flow(symbol_list, start_date, end_date): - """ - 策略参数优化的主要流程函数，负责设置回测引擎、加载数据、执行优化过程等。 - - :param symbol_list: 品种代码列表 - :param start_date: 回测开始日期（格式：YYYYMMDD） - :param end_date: 回测结束日期（格式：YYYYMMDD） - """ - cerebro = bt.Cerebro() # 创建Backtrader的回测引擎实例 - BackTestSetup.set_cerebro(cerebro=cerebro, opt_judge=True) # 设置回测引擎的参数 - - # 加载数据到回测引擎中 - for symbol in symbol_list: - DataGet.get_data(codes=symbol, cerebro=cerebro, start_date=start_date, end_date=end_date) - - # 定义独立资金池策略的优化函数 - def runSoloCashOpt(N1, N2): - cerebro.addstrategy(OptSoloCash, N1=N1, N2=N2) # 添加策略到回测引擎 - return cerebro.broker.getvalue() # 返回回测结束时的资金价值 - - # 定义共享资金池策略的优化函数 - def runSharedCashOpt(N1, N2): - cerebro.addstrategy(OptSharedCash, N1=N1, N2=N2) # 添加策略到回测引擎 - return cerebro.broker.getvalue() # 返回回测结束时的资金价值 - - # 获取用户输入的优化算法、次数和参数范围 - print("*************************************************************************************") - name, num, n1_list, n2_list = DataIO.input_OptInformation() - - while True: - # 选择策略优化的回测模式 - choose = input("请选择策略优化所使用的回测模式：\n1.批量独立资金池回测\n2.共享资金池回测\n(输入：“0”结束选择)\n") - - if choose == "1": - # 执行独立资金池策略的参数优化 - opt = optunity.maximize(f=runSoloCashOpt, - num_evals=num, - solver_name=name, - N1=n1_list, - N2=n2_list) - optimal_pars, details, _ = opt - - DataIO.printOptParameters(name, optimal_pars=optimal_pars) # 输出最优参数信息 - break - if choose == "2": - # 为共享资金池策略创建新的回测引擎实例 - cerebro_new = bt.Cerebro() - BackTestSetup.set_cerebro(cerebro=cerebro_new, opt_judge=True) - for symbol in symbol_list: - DataGet.get_data(codes=symbol, cerebro=cerebro_new, start_date=start_date, end_date=end_date) - # 执行共享资金池策略的参数优化 - opt = optunity.maximize(f=runSharedCashOpt, - num_evals=num, - solver_name=name, - N1=n1_list, - N2=n2_list) - optimal_pars, details, _ = opt - - DataIO.printOptParameters(name, optimal_pars=optimal_pars) # 输出最优参数信息 - break - if choose == "0": - break # 结束选择 - if choose == "": - print("输入为空！请重试！！！") - continue - else: - print("非法输入！请重试！！！") - continue - - -# =============== 回测设置控制类 ================== - -class BackTestSetup: - """ - 回测设置控制类，用于统一设置回测引擎的参数，如初始资金、手续费、分析器等。 - """ - - @staticmethod - def set_cerebro(cerebro, opt_judge): - """ - 配置回测引擎的通用参数。 - - :param cerebro: Backtrader的回测引擎实例 - :param opt_judge: 是否进行参数优化的标志，True表示优化模式，不添加分析器和绘图元素 - """ - public_cash = 100000000 # 设置初始资金为一亿 - commission = 0.00025 # 设置交易手续费率 - - cerebro.broker.setcash(public_cash) # 设置初始资金 - cerebro.broker.set_coc(False) # 设置是否在下一个bar执行订单，False表示在当前bar执行 - cerebro.broker.setcommission(commission=commission) # 设置交易手续费 - - if not opt_judge: - # 如果不是优化模式，添加分析器和绘图元素 - DataIO.add_analysers(cerebro=cerebro) # 添加回测分析器 - DataIO.add_plotElements(cerebro=cerebro) # 添加绘图元素 - print("数据加载中.....") - time.sleep(2) # 模拟数据加载时间 - if not opt_judge: - print("回测进行中....") - time.sleep(2) # 模拟回测执行时间 - - - # =============== 主控制类 ================== - -class MainController: - @staticmethod - def start(): - """ - 程序的主入口，提供用户交互菜单，允许用户选择不同的功能。 - """ - while True: - print("*************************************************************************************") - choose = input("请选择功能：\n1.批量独立资金池回测\n2.共享资金池回测\n3.策略参数优化\n(输入：“*”退出系统)\n") - - if choose == "1": - # 获取用户输入的股票代码、起始日期和结束日期 - codes, start_date, end_date = DataIO.input_stockInformation() - # 执行批量独立资金池回测 - BackTest.batch_test(symbol_list=codes, start_date=start_date, end_date=end_date) - continue - elif choose == "2": - # 获取用户输入的股票代码、起始日期和结束日期 - codes, start_date, end_date = DataIO.input_stockInformation() - # 执行共享资金池回测 - BackTest.shared_cash_test(symbol_list=codes, start_date=start_date, end_date=end_date) - continue - elif choose == "3": - # 获取用户输入的股票代码、起始日期和结束日期 - codes, start_date, end_date = DataIO.input_stockInformation() - # 执行策略参数优化流程 - StrategyOptimization.strategy_optimization_flow(symbol_list=codes, start_date=start_date, - end_date=end_date) - continue - elif choose == "*": - # 退出系统 - print("系统已退出！") - break - elif choose == "": - # 输入为空的情况 - print("输入为空！请重试！！！") - continue - else: - # 输入非法字符的情况 - print("非法输入！请重试！！！") - continue - - -if __name__ == '__main__': - # 程序入口，启动主控制器 - MainController.start() diff --git a/Bactrader_SystemV2.py b/Bactrader_SystemV2.py deleted file mode 100644 index 11221cee..00000000 --- a/Bactrader_SystemV2.py +++ /dev/null @@ -1,844 +0,0 @@ -import numpy as np -import pandas as pd -import tushare as ts -import time -from backtrader.analyzers import * -from backtrader.indicators import * -from backtrader_plotting import Bokeh -from backtrader_plotting.schemes import Tradimo -import datetime -import optunity - - -# =============== 数据获取与处理类 ================== - -class DataGet: - @staticmethod - def get_str_date_from_int(date_int): - try: - date_int = int(date_int) - except ValueError: - date_int = int(date_int.replace("-", "")) - year = date_int // 10000 - month = (date_int % 10000) // 100 - day = date_int % 100 - - return "%d-%02d-%02d" % (year, month, day) - - @staticmethod - def get_date_from_int(date_int): - date_str = DataGet.get_str_date_from_int(date_int) - - return datetime.datetime.strptime(date_str, "%Y-%m-%d").date() - - @staticmethod - def login_ts(): - token = '7c15d8db9ccc0383e40eb7487930fa9eb88eaca08573fe1da440aa54' - ts.set_token(token) - pro = ts.pro_api(token) - return pro - - @staticmethod - def get_data(codes, cerebro, start_date, end_date): - pro = DataGet.login_ts() - code_list = codes - if not isinstance(codes, list): - code_list = codes.split() - else: - pass - # 加载数据 - for code in code_list: - df = pro.daily(ts_code=f"{code}", start_date=start_date, end_date=end_date) # 获取期货数据 - df['trade_date'] = pd.to_datetime(df['trade_date']) - df.set_index('trade_date', inplace=True) - df['openinterest'] = 0 - df = df[['open', 'high', 'low', 'close', 'vol', 'openinterest']].rename(columns={'vol': 'volume'}) - df = df.sort_index() - data = bt.feeds.PandasData(dataname=df) - cerebro.adddata(data, name=code) - - -# =============== 回测控制类 ================== - - -class BackTest: - @staticmethod - def batch_test(symbol_list, start_date, end_date): - for symbol in symbol_list: - cerebro = bt.Cerebro() - BackTestSetup.set_cerebro(cerebro=cerebro, opt_judge=False) - cerebro.addstrategy(Solo_cash_pool) - DataGet.get_data(codes=symbol, cerebro=cerebro, start_date=start_date, end_date=end_date) - strat = cerebro.run()[0] - print("========独立资金池批量回测========") - print(f"品种：{symbol}") - print(f"回测区间：{DataGet.get_date_from_int(start_date)}至{DataGet.get_date_from_int(end_date)}") - DataIO.text_report(cerebro=cerebro, strat=strat) - print("========独立资金池批量回测========") - pic = Bokeh(style='bar', plot_mode='single', scheme=Tradimo()) - cerebro.plot(pic) - - @staticmethod - def shared_cash_test(symbol_list, start_date, end_date): - cerebro = bt.Cerebro() - BackTestSetup.set_cerebro(cerebro=cerebro, opt_judge=False) - cerebro.addstrategy(Shared_cash_pool) - DataGet.get_data(cerebro=cerebro, codes=symbol_list, start_date=start_date, end_date=end_date) - strat = cerebro.run()[0] - print("========共享资金池组合回测========") - print(f"品种：{symbol_list}") - print(f"回测区间：{DataGet.get_date_from_int(start_date)}至{DataGet.get_date_from_int(end_date)}") - DataIO.text_report(cerebro=cerebro, strat=strat) - print("========共享资金池组合回测========") - pic = Bokeh(style='bar', plot_mode='single', scheme=Tradimo()) - cerebro.plot(pic) - - -# =============== 共享资金池策略类 ================== - -class Shared_cash_pool(bt.Strategy): - - def __init__(self): - # 在这里添加并初始化需要使用的指标类 - - self.sma5 = dict() - self.ema15 = dict() - self.bolling_top = dict() - self.bolling_bot = dict() - self.notify_flag = 0 - for index, data in enumerate(self.datas): - c = data.close - self.sma5[data] = MovingAverageSimple(c) - self.ema15[data] = ExponentialMovingAverage(c) - self.bolling_top[data] = bt.indicators.BollingerBands(c, period=20).top - self.bolling_bot[data] = bt.indicators.BollingerBands(c, period=20).bot - - def next(self): - self.shared_cash() - - def notify_order(self, order): # 固定写法，查看订单情况 - if self.notify_flag: - # 查看订单情况 - if order.status in [order.Submitted, order.Accepted]: # 接受订单交易，正常情况 - return - if order.status in [order.Completed]: - if order.isbuy(): - print(f"已买入:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"买入价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.issell(): - print(f"已卖出:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"卖出价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.status is order.Canceled: - print('订单取消') - elif order.status is order.Rejected: - print('金额不足拒绝交易') - elif order.status is order.Margin: - print('保证金不足') - else: - pass - - # 共享资金池组合回测 - def shared_cash(self): - for data in self.datas: - size = self.calculate_quantity(data) - - self.buy_function(line=data, size=size) - self.sell_function(line=data, size=size) - - def buy_function(self, line, size): - close_over_sma = line.close > self.sma5[line][0] - close_over_ema = line.close > self.ema15[line][0] - sma_ema_diff = self.sma5[line][0] - self.ema15[line][0] - buy_cond = (close_over_sma and close_over_ema and sma_ema_diff > 0) or line.close == self.bolling_top[line][0] - - # 这里最后要被替换成直接调用策略类，外部传入 - if buy_cond and self.broker.get_value() > 0: - ''' - 满足策略条件，则进行买入 - ''' - buy_order = self.buy(data=line, size=size) - return buy_order - else: - pass - - def sell_function(self, line, size): - sell_cond = line.close < self.sma5[line] - # 这里最后要被替换成直接调用策略类，外部传入 - if sell_cond and self.getposition(line): # 获取当前的总资金: - ''' - 满足策略条件，则进行卖出 - ''' - sell_order = self.close(data=line, size=size) - return sell_order - else: - pass - - def calculate_quantity(self, line) -> int: - # 在这里根据策略的逻辑计算交易数量 - # 返回一个整数表示交易数量 - total_value = self.broker.get_value() # 获取当前的总资金 - available_value = total_value * 0.05 # 可用资金为总资金的5% - close_price = line.close[0] # 当前品种的收盘价 - quantity = int(available_value / close_price) # 计算交易数量，取整数 - - return quantity - - def print_position(self, line) -> None: - pos = self.getposition(line) - print(f"品种: {line._name} 的当前仓位: {pos.size} @price: {pos.price}") - - -# =============== 独立资金池策略类 ================== - -class Solo_cash_pool(bt.Strategy): - - def __init__(self): - # 在这里添加并初始化需要使用的指标类 - self.indicatordict = dict() - self.notify_flag = 0 - self.indicatordict['SMA5'] = MovingAverageSimple() - self.indicatordict['EMA15'] = ExponentialMovingAverage() - self.indicatordict['MA30'] = MovingAverage() - self.indicatordict['MACD'] = MACDHisto() - - def next(self): - self.solo_cash() - - def notify_order(self, order): # 固定写法，查看订单情况 - if self.notify_flag: - # 查看订单情况 - if order.status in [order.Submitted, order.Accepted]: # 接受订单交易，正常情况 - return - if order.status in [order.Completed]: - if order.isbuy(): - print(f"已买入:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"买入价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.issell(): - print(f"已卖出:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"卖出价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.status is order.Canceled: - print('订单取消') - elif order.status is order.Rejected: - print('金额不足拒绝交易') - elif order.status is order.Margin: - print('保证金不足') - else: - pass - - def solo_cash(self): - size = self.calculate_quantity(self.datas[0]) - self.buy_function(size=size) - self.sell_function() - - def buy_function(self, size): - close_over_sma = self.datas[0].close > self.indicatordict['SMA5'][0] - close_over_ema = self.datas[0].close > self.indicatordict['EMA15'][0] - sma_ema_diff = self.indicatordict['SMA5'][0] - self.indicatordict['EMA15'][0] - buy_cond = (close_over_sma or close_over_ema and sma_ema_diff > 0) - - if buy_cond and self.broker.get_value() > 0: - ''' - 满足策略条件，则进行买入 - ''' - buy_order = self.buy(size=size) - return buy_order - else: - pass - - def sell_function(self): - sell_cond = self.datas[0].close < self.indicatordict['SMA5'][0] - - if sell_cond and self.getposition(): - ''' - 满足策略条件，则进行卖出 - ''' - sell_order = self.close() - return sell_order - else: - pass - - def calculate_quantity(self, data) -> int: - # 在这里根据策略的逻辑计算交易数量 - # 返回一个整数表示交易数量 - - total_value = self.broker.get_value() # 获取当前的总资金 - available_value = total_value * 0.05 # 可用资金为总资金的5% - close_price = data.close[0] # 当前品种的收盘价 - quantity = int(available_value / close_price) # 计算交易数量，取整数 - return quantity - - def print_position(self, line) -> None: - pos = self.getposition(line) - print(f"品种: {line._name} 的当前仓位: {pos.size} @price: {pos.price}") - - -# =============== 策略参数优化共享资金池策略类 ================== - - -class OptSharedCash(bt.Strategy): - params = dict(N1=10, N2=20) - - def __init__(self): - # 在这里添加并初始化需要使用的指标类 - - self.sma5 = dict() - self.ema15 = dict() - self.ma30 = dict() - self.bolling_top = dict() - self.bolling_bot = dict() - self.notify_flag = 0 - for index, data in enumerate(self.datas): - c = data.close - self.sma5[data] = MovingAverageSimple(c, period=int(self.p.N1)) - self.ema15[data] = ExponentialMovingAverage(c, period=int(self.p.N2)) - self.ma30[data] = MovingAverage(c) - self.bolling_top[data] = bt.indicators.BollingerBands(c, period=20).top - self.bolling_bot[data] = bt.indicators.BollingerBands(c, period=20).bot - - def next(self): - self.shared_cash() - - def notify_order(self, order): # 固定写法，查看订单情况 - if self.notify_flag: - # 查看订单情况 - if order.status in [order.Submitted, order.Accepted]: # 接受订单交易，正常情况 - return - if order.status in [order.Completed]: - if order.isbuy(): - print(f"已买入:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"买入价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.issell(): - print(f"已卖出:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"卖出价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.status is order.Canceled: - print('订单取消') - elif order.status is order.Rejected: - print('金额不足拒绝交易') - elif order.status is order.Margin: - print('保证金不足') - else: - pass - - # 共享资金池组合回测 - def shared_cash(self): - for data in self.datas: - size = self.calculate_quantity(data) - self.buy_function(line=data, size=size) - self.sell_function(line=data, size=size) - - def buy_function(self, line, size): - close_over_sma = line.close > self.sma5[line][0] - close_over_ema = line.close > self.ema15[line][0] - sma_ema_diff = self.sma5[line][0] - self.ema15[line][0] - buy_cond = (close_over_sma and close_over_ema and sma_ema_diff > 0) or line.close == self.bolling_top[line][0] - - # 这里最后要被替换成直接调用策略类，外部传入 - if buy_cond and self.broker.get_value() > 0: - ''' - 满足策略条件，则进行买入 - ''' - buy_order = self.buy(data=line, size=size) - return buy_order - else: - pass - - def sell_function(self, line, size): - sell_cond = self.indicatordict[line][0] < self.indicatordict[line][-1] < self.indicatordict[line][-2] - # sell_cond = line.close < self.sma5[line] - # 这里最后要被替换成直接调用策略类，外部传入 - if sell_cond and self.getposition(line): # 获取当前的总资金: - ''' - 满足策略条件，则进行卖出 - ''' - sell_order = self.close(data=line, size=size) - return sell_order - else: - pass - - def calculate_quantity(self, line) -> int: - # 在这里根据策略的逻辑计算交易数量 - # 返回一个整数表示交易数量 - total_value = self.broker.get_value() # 获取当前的总资金 - available_value = total_value * 0.05 # 可用资金为总资金的5% - close_price = line.close[0] # 当前品种的收盘价 - quantity = int(available_value / close_price) # 计算交易数量，取整数 - - return quantity - - def print_position(self, line) -> None: - pos = self.getposition(line) - print(f"品种: {line._name} 的当前仓位: {pos.size} @price: {pos.price}") - - -# =============== 策略参数优化独立资金池策略类 ================== - -class OptSoloCash(bt.Strategy): - params = dict(N1=10, N2=20) - - def __init__(self): - # 在这里添加并初始化需要使用的指标类 - self.indicatordict = dict() - self.notify_flag = 0 - self.indicatordict['SMA5'] = MovingAverageSimple(self.p.N1) - self.indicatordict['EMA15'] = ExponentialMovingAverage(self.p.N2) - - def next(self): - self.solo_cash() - - def notify_order(self, order): # 固定写法，查看订单情况 - if self.notify_flag: - # 查看订单情况 - if order.status in [order.Submitted, order.Accepted]: # 接受订单交易，正常情况 - return - if order.status in [order.Completed]: - if order.isbuy(): - print(f"已买入:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"买入价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.issell(): - print(f"已卖出:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"卖出价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.status is order.Canceled: - print('订单取消') - elif order.status is order.Rejected: - print('金额不足拒绝交易') - elif order.status is order.Margin: - print('保证金不足') - else: - pass - - def solo_cash(self): - size = self.calculate_quantity(self.datas[0]) - self.buy_function(size=size) - self.sell_function() - - def buy_function(self, size): - close_over_sma = self.datas[0].close > self.indicatordict['SMA5'][0] - close_over_ema = self.datas[0].close > self.indicatordict['EMA15'][0] - sma_ema_diff = self.indicatordict['SMA5'][0] - self.indicatordict['EMA'][0] - buy_cond = (close_over_sma and close_over_ema and sma_ema_diff > 0) - - if buy_cond and self.broker.get_value() > 0: - ''' - 满足策略条件，则进行买入 - ''' - buy_order = self.buy(size=size) - return buy_order - else: - pass - - def sell_function(self): - sell_cond = self.datas.close[0] < self.indicatordict['SMA5'][0] - - if sell_cond and self.getposition(): - ''' - 满足策略条件，则进行卖出 - ''' - sell_order = self.close() - return sell_order - else: - pass - - def calculate_quantity(self, data) -> int: - # 在这里根据策略的逻辑计算交易数量 - # 返回一个整数表示交易数量 - - total_value = self.broker.get_value() # 获取当前的总资金 - available_value = total_value * 0.05 # 可用资金为总资金的5% - close_price = data.close # 当前品种的收盘价 - quantity = int(available_value / close_price) # 计算交易数量，取整数 - return quantity - - def print_position(self, line) -> None: - pos = self.getposition(line) - print(f"品种: {line._name} 的当前仓位: {pos.size} @price: {pos.price}") - - -# =============== 信息输入输出类 ================== - -class DataIO: - @staticmethod - def get_stock_codes(): - # 查询当前所有正常上市交易的股票列表 - pro = DataGet.login_ts() - data = pro.stock_basic(exchange='', list_status='L', fields='ts_code,name,area,industry,list_date') - new_col = ['code', '股票名', '地区', '行业', '上市日期'] - data.columns = new_col - data.to_csv("codes.csv") - print("========现有上市交易品种列表========") - print(data) - print("================================") - - @staticmethod - def show_stock_codes(): - # 显示所有列 - pd.set_option('display.max_columns', None) - # # 显示所有行 - pd.set_option('display.max_rows', None) - data = pd.read_csv("./codes.csv", index_col=0) - new_col = ['code', '股票名', '地区', '行业', '上市日期'] - data.columns = new_col - print("===================现有上市交易品种代码列表===================") - print(data) - print("===============================================") - name_dict = dict() - - for index, row in data.iterrows(): - information_list = list() - information_list.append(row['code']) - information_list.append(row['上市日期']) - name_dict[row['股票名']] = information_list - - return name_dict - - @staticmethod - def input_stockInformation(): - name_dict = DataIO.show_stock_codes() - - codes = list() # 品种代码列表 - names = list() - print("请对应股票代码表输入，需要回测的股票名称,结束请输入“#” ") - print("===============================================") - while 1: - name = input("请继续输入：\n").strip() - if name is "#": - break - if name not in name_dict: - print("输入股票名不存在，请重新输入") - continue - names.append(name) - for name in names: - codes.append(name_dict[name][0]) - while 1: - if names is None: - break - judge = True - try: - start_date = int(input("请按说明格式输入回测起始日期：\n（例如：若为2021年9月10日则应输入：20210910）\n").strip()) - if start_date == "": - print("输入为空！请重试！！！") - continue - except ValueError: - print("非法输入！请重试！！！") - continue - # 输入日期不可早于list_date - for name in names: - if name_dict[name][1] > start_date: - print("起始日期不可早于该股票上市日期,请重新输入！！！") - print(f"股票：{name},上市日期为：{name_dict[name][1]}") - judge = False - break - if DataGet.get_date_from_int(start_date) > datetime.date.today(): - print("起始日期不可晚于今日，请重新输入！！！") - judge = False - break - - if judge is False: - continue - while 1: - end_date = int(input("请按说明格式输入回测结束日期：\n（例如：若为2021年9月10日则应输入：20210910）\n").strip()) - if DataGet.get_date_from_int(end_date) > datetime.date.today(): - print("结束日期不可晚于今日，请重新输入！！！") - continue - if end_date < start_date: - print("结束日期不可早于起始日期！！！请重试！！！") - continue - break - - break - return codes, start_date, end_date - - @staticmethod - def add_analysers(cerebro): - print("请选择需要计算的回测指标，并在下方输入选项前的数字标号：\n1.年化收益\n2.夏普比率\n3.权益回撤\n4.年化收益率") - while 1: - - num = input("请输入：（输入”0“结束输入）\n") - if num == "0": - break - elif num == "1": - cerebro.addanalyzer(AnnualReturn, _name='AnnualReturn') - elif num == "2": - cerebro.addanalyzer(SharpeRatio, timeframe=bt.TimeFrame.Years, _name='SharpeRatio') - elif num == "3": - cerebro.addanalyzer(DrawDown, _name='DrawDown') - elif num == "4": - cerebro.addanalyzer(TimeReturn, timeframe=bt.TimeFrame.Years, _name='TimeReturn') - else: - print("非法输入！请重试！！！") - - @staticmethod - def add_plotElements(cerebro): - cerebro.addobserver(bt.observers.BuySell) - print("请选择可视化绘制的回测曲线，并在下方输入选项前的数字标号\n1.收益曲线\n2.回撤曲线\n3.总体权益曲线") - while 1: - - num = input("请输入：（输入”0“结束输入）\n") - if num == "0": - break - elif num == "1": - cerebro.addobserver(bt.observers.TimeReturn) - elif num == "2": - # 查看回撤序列 - cerebro.addobserver(bt.observers.DrawDown) - elif num == "3": - cerebro.addobserver(bt.observers.FundValue) - else: - print("非法输入！请重试！！！") - continue - - @staticmethod - def text_report(cerebro, strat): - endingcash = cerebro.broker.get_value() - if endingcash <= 0: - endingcash = 0 - else: - pass - print(f"期初权益：{cerebro.broker.startingcash}") - print(f"期末权益：{endingcash}") - profit = endingcash - cerebro.broker.startingcash - print(f"收益:{round(profit, 2)}") - profit_percent = round(profit / cerebro.broker.startingcash, 2) * 100 - if profit < 0: - profit_percent = -profit_percent - else: - pass - print(f"收益率：{round(profit_percent, 2)}%") - if hasattr(strat.analyzers, "SharpeRatio"): - print(f"夏普比率:{round(strat.analyzers.SharpeRatio.get_analysis()['sharperatio'], 2)}") - if hasattr(strat.analyzers, "DrawDown"): - print(f"最大回撤率:{round(strat.analyzers.DrawDown.get_analysis()['max']['drawdown'], 2)}%") - print(f"最大回撤资金:{round(-strat.analyzers.DrawDown.get_analysis()['max']['moneydown'], 2)}") - if hasattr(strat.analyzers, "AnnualReturn"): - print( - f"年化平均收益率:{round(float(np.mean(list(strat.analyzers.AnnualReturn.get_analysis().values()))), 2) * 100}%") - - @staticmethod - def input_OptInformation(): - n1_list = [] - n2_list = [] - num = 0 - name = "" - while 1: - try: - print("*************************************************************************************") - print("可用的参数优化算法:\n1.粒子群优化算法\n2.SOBOL序列\n3.随机搜索算法（耗时较久）\n4.CMA-ES\n5.网格搜索算法\n") - name_choose = int(input("请选择优化算法并输入对应优化算法前的数字序号：\n")) - if name_choose == 1: - name = "particle swarm" - break - if name_choose == 2: - name = "sobol" - break - if name_choose == 3: - name = "random search" - break - if name_choose == 4: - name = "cma-es" - break - if name_choose == 5: - name = "grid search" - break - if name_choose == "": - print("输入为空！请重试！！！") - continue - else: - print("不存在该选项！请重试！！！") - continue - except ValueError: - print("非法输入，请输入整数数字，请重试！") - continue - while 1: - try: - num = int(input("请输入算法优化次数：")) - break - except ValueError: - print("请输入整数数字，请重试！") - continue - # 策略参数的优化范围 - - while 1: - judge = True - try: - for i in range(2): - start = int(input(f"请输入参数{i + 1}的优化范围下限:\n")) - if start == "": - print("输入为空，请重试！") - judge = False - n1_list.clear() - n2_list.clear() - break - end = int(input(f"请输入参数{i + 1}的优化范围上限:\n")) - if end == "": - judge = False - print("输入为空，请重试！") - n1_list.clear() - n2_list.clear() - break - if start > end: - print("参数上限不可小于参数下限！请重新输入！") - n1_list.clear() - n2_list.clear() - judge = False - break - if i == 0: - n1_list.append(start) - n1_list.append(end) - else: - n2_list.append(start) - n2_list.append(end) - if judge is True: - break - else: - continue - except ValueError: - print("非法输入，请重试！") - n1_list.clear() - n2_list.clear() - continue - - print(num, n1_list, n2_list) - return name, num, n1_list, n2_list - - @staticmethod - def printOptParameters(name, optimal_pars): - print(f'采用{name}算法优化后的参数信息:') - print('N1 = %.2f' % optimal_pars['N1']) - print('N2 = %.2f' % optimal_pars['N2']) - - -# =============== 策略参数优化类 ================== - -class StrategyOptimization: - - @staticmethod - def strategy_optimization_flow(symbol_list, start_date, end_date): - cerebro = bt.Cerebro() - BackTestSetup.set_cerebro(cerebro=cerebro, opt_judge=True) - for symbol in symbol_list: - DataGet.get_data(codes=symbol, cerebro=cerebro, start_date=start_date, end_date=end_date) - - # 事先要加好数据，回测只重复执行添加策略这个过程 - def runSoloCashOpt(N1, N2): - cerebro.addstrategy(OptSoloCash, N1=N1, N2=N2) - return cerebro.broker.getvalue() - - def runSharedCashOpt(N1, N2): - cerebro.addstrategy(OptSharedCash, N1=N1, N2=N2) - return cerebro.broker.getvalue() - - # 事先要加好数据，回测只重复执行添加策略这个过程 - - print("*************************************************************************************") - name, num, n1_list, n2_list = DataIO.input_OptInformation() - while 1: - choose = input("请选择策略优化所使用的回测模式：\n1.批量独立资金池回测\n2.共享资金池回测\n(输入：“0”结束选择)\n") - - if choose == "1": - opt = optunity.maximize(f=runSoloCashOpt, - num_evals=num, - solver_name=name, - N1=n1_list, - N2=n2_list) - optimal_pars, details, _ = opt - - DataIO.printOptParameters(name, optimal_pars=optimal_pars) - - break - if choose == "2": - cerebro_new = bt.Cerebro() - BackTestSetup.set_cerebro(cerebro=cerebro_new, opt_judge=True) - for symbol in symbol_list: - DataGet.get_data(codes=symbol, cerebro=cerebro_new, start_date=start_date, end_date=end_date) - opt = optunity.maximize(f=runSharedCashOpt, - num_evals=num, - solver_name=name, - N1=n1_list, - N2=n2_list) - optimal_pars, details, _ = opt - - DataIO.printOptParameters(name, optimal_pars=optimal_pars) - break - if choose == "0": - break - if choose == "": - print("输入为空！请重试！！！") - continue - else: - print("非法输入！请重试！！！") - continue - - -# =============== 回测设置控制类 ================== -class BackTestSetup: - @staticmethod - def set_cerebro(cerebro, opt_judge): - public_cash = 100000000 - commission = 0.00025 - cerebro.broker.setcash(public_cash) # 设置初始资金 - cerebro.broker.set_coc(False) - cerebro.broker.setcommission(commission=commission) - if opt_judge is False: - DataIO.add_analysers(cerebro=cerebro) - DataIO.add_plotElements(cerebro=cerebro) - print("数据加载中.....") - time.sleep(2) - if opt_judge is False: - print("回测进行中....") - time.sleep(2) - - -# =============== 主控制类 ================== - -class MainController: - @staticmethod - def start(): - - while 1: - print("*************************************************************************************") - choose = input("请选择功能：\n1.批量独立资金池回测\n2.共享资金池回测\n3.策略参数优化\n(输入：“*”退出系统)\n") - - if choose == "1": - codes, start_date, end_date = DataIO.input_stockInformation() - - BackTest.batch_test(symbol_list=codes, start_date=start_date, end_date=end_date) - continue - if choose == "2": - codes, start_date, end_date = DataIO.input_stockInformation() - - BackTest.shared_cash_test(symbol_list=codes, start_date=start_date, end_date=end_date) - continue - if choose == "3": - codes, start_date, end_date = DataIO.input_stockInformation() - - StrategyOptimization.strategy_optimization_flow(symbol_list=codes, start_date=start_date, - end_date=end_date) - continue - if choose == "*": - print("系统已退出！") - break - if choose == "": - print("输入为空！请重试！！！") - continue - else: - print("非法输入！请重试！！！") - continue - - -if __name__ == '__main__': - MainController.start() diff --git a/Dockerfile b/Dockerfile index 4fecac1b..56d99466 100644 --- a/Dockerfile +++ b/Dockerfile @@ -3,13 +3,13 @@ FROM python:3.7.17-slim # Set working directory in container WORKDIR /app - -RUN env | grep -i _PROXY +COPY requirements.txt /app/ # Install dependencies -RUN pip install numpy pandas backtrader optunity backtrader_plotting tushare +RUN pip install -r requirements.txt # Copy all project files -COPY . . +COPY ./BackTrader . # Command to run the script -CMD ["python", "Bactrader_SystemV2.py"] + +CMD ["python", "./BackTrader/main.py"] diff --git a/README.md b/README.md index e69de29b..48f1a625 100644 --- a/README.md +++ b/README.md @@ -0,0 +1,10 @@ +请使用python3.7版本 + +依赖下载 + +pip install -r requirements.txt + +程序启动 +cd BackTrader + +python main.py diff --git a/analyzers b/analyzers deleted file mode 100644 index 22610b9b..00000000 --- a/analyzers +++ /dev/null @@ -1,18 +0,0 @@ -##backtrader自带的Analyzers分析器 -AnnualReturn：年化收益率 -Calmar： 卡玛比率 -DrawDown：回撤 -TimeDrawDown： 指定时间粒度下的回撤 -GrossLeverage： 总杠杆 -PositionsValue： 持仓价值 -PyFolio： 生成数据兼容pyfolio -LogReturnsRolling： 滚动log收益率 -PeriodStats： 给定时段下的基本统计信息 -Returns： 用对数法计算总、平均、复合、年化收益率 -SharpeRatio： 夏普比率 -SharpeRatio_A： 年化夏普比率 -SQN：系统质量数System Quality Number -TimeReturn：不同时段的收益率 -TradeAnalyzer：交易统计信息，如获胜、失败次数等 -Transactions： 每笔交易的标的、价格、数量等信息 -VWR： variability weighted return，波动率加权的收益率 \ No newline at end of file diff --git a/backtrader_system.py b/backtrader_system.py deleted file mode 100644 index cccedb71..00000000 --- a/backtrader_system.py +++ /dev/null @@ -1,780 +0,0 @@ -import numpy as np -import pandas as pd -import tushare as ts -import time -from backtrader.analyzers import * -from backtrader.indicators import * -from backtrader_plotting import Bokeh -from backtrader_plotting.schemes import Tradimo -import datetime -import optunity - - -# 问题：当前交易策略没有信号 -# 解决： 拉长时间周期或者更改策略 - -def get_str_date_from_int(date_int): - try: - date_int = int(date_int) - except ValueError: - date_int = int(date_int.replace("-", "")) - year = date_int // 10000 - month = (date_int % 10000) // 100 - day = date_int % 100 - - return "%d-%02d-%02d" % (year, month, day) - - -def get_date_from_int(date_int): - date_str = get_str_date_from_int(date_int) - - return datetime.datetime.strptime(date_str, "%Y-%m-%d").date() - - -def login_ts(): - token = '7c15d8db9ccc0383e40eb7487930fa9eb88eaca08573fe1da440aa54' - ts.set_token(token) - pro = ts.pro_api(token) - return pro - - -def get_stock_codes(): - # 查询当前所有正常上市交易的股票列表 - pro = login_ts() - data = pro.stock_basic(exchange='', list_status='L', fields='ts_code,name,area,industry,list_date') - new_col = ['code', '股票名', '地区', '行业', '上市日期'] - data.columns = new_col - data.to_csv("codes.csv") - print("========现有上市交易品种列表========") - print(data) - print("================================") - - -def show_stock_codes(): - # 显示所有列 - pd.set_option('display.max_columns', None) - # # 显示所有行 - pd.set_option('display.max_rows', None) - data = pd.read_csv("./codes.csv", index_col=0) - new_col = ['code', '股票名', '地区', '行业', '上市日期'] - data.columns = new_col - print("===================现有上市交易品种代码列表===================") - print(data) - print("===============================================") - name_dict = dict() - - for index, row in data.iterrows(): - information_list = list() - information_list.append(row['code']) - information_list.append(row['上市日期']) - name_dict[row['股票名']] = information_list - - return name_dict - - -def input_stockInformation(): - name_dict = show_stock_codes() - - codes = list() # 品种代码列表 - names = list() - print("请对应股票代码表输入，需要回测的股票名称,结束请输入“#” ") - print("===============================================") - while 1: - name = input("请继续输入：\n").strip() - if name is "#": - break - if name not in name_dict: - print("输入股票名不存在，请重新输入") - continue - names.append(name) - for name in names: - codes.append(name_dict[name][0]) - while 1: - if names is None: - break - judge = True - try: - start_date = int(input("请按说明格式输入回测起始日期：\n（例如：若为2021年9月10日则应输入：20210910）\n").strip()) - if start_date == "": - print("输入为空！请重试！！！") - continue - except ValueError: - print("非法输入！请重试！！！") - continue - # 输入日期不可早于list_date - for name in names: - if name_dict[name][1] > start_date: - print("起始日期不可早于该股票上市日期,请重新输入！！！") - print(f"股票：{name},上市日期为：{name_dict[name][1]}") - judge = False - break - if get_date_from_int(start_date) > datetime.date.today(): - print("起始日期不可晚于今日，请重新输入！！！") - judge = False - break - - if judge is False: - continue - while 1: - end_date = int(input("请按说明格式输入回测结束日期：\n（例如：若为2021年9月10日则应输入：20210910）\n").strip()) - if get_date_from_int(end_date) > datetime.date.today(): - print("结束日期不可晚于今日，请重新输入！！！") - continue - if end_date < start_date: - print("结束日期不可早于起始日期！！！请重试！！！") - continue - break - - break - return codes, start_date, end_date - - -def get_data(codes, cerebro, start_date, end_date): - pro = login_ts() - code_list = codes - if not isinstance(codes, list): - code_list = codes.split() - else: - pass - # 加载数据 - for code in code_list: - df = pro.daily(ts_code=f"{code}", start_date=start_date, end_date=end_date) # 获取期货数据 - df['trade_date'] = pd.to_datetime(df['trade_date']) - df.set_index('trade_date', inplace=True) - df['openinterest'] = 0 - df = df[['open', 'high', 'low', 'close', 'vol', 'openinterest']].rename(columns={'vol': 'volume'}) - df = df.sort_index() - data = bt.feeds.PandasData(dataname=df) - cerebro.adddata(data, name=code) - - -def add_analysers(cerebro): - print("请选择需要计算的回测指标，并在下方输入选项前的数字标号：\n1.年化收益率\n2.夏普比率\n3.权益回撤\n4.年化收益率") - while 1: - - num = input("请输入：（输入”0“结束输入）\n") - if num == "0": - break - elif num == "1": - cerebro.addanalyzer(AnnualReturn, _name='AnnualReturn') - elif num == "2": - cerebro.addanalyzer(SharpeRatio, timeframe=bt.TimeFrame.Years, _name='SharpeRatio') - elif num == "3": - cerebro.addanalyzer(DrawDown, _name='DrawDown') - elif num == "4": - cerebro.addanalyzer(TimeReturn, timeframe=bt.TimeFrame.Years, _name='TimeReturn') - else: - print("非法输入！请重试！！！") - - -def add_plotElements(cerebro): - cerebro.addobserver(bt.observers.BuySell) - print("请选择可视化绘制的回测曲线，并在下方输入选项前的数字标号\n1.收益曲线\n2.回撤曲线\n3.总体权益曲线") - while 1: - - num = input("请输入：（输入”0“结束输入）\n") - if num == "0": - break - elif num == "1": - cerebro.addobserver(bt.observers.TimeReturn) - elif num == "2": - # 查看回撤序列 - cerebro.addobserver(bt.observers.DrawDown) - elif num == "3": - cerebro.addobserver(bt.observers.FundValue) - else: - print("非法输入！请重试！！！") - continue - - -def text_report(cerebro, strat): - endingcash = cerebro.broker.get_value() - if endingcash <= 0: - endingcash = 0 - else: - pass - print(f"期初权益：{cerebro.broker.startingcash}") - print(f"期末权益：{endingcash}") - profit = endingcash - cerebro.broker.startingcash - print(f"收益:{round(profit, 2)}") - profit_percent = round(profit / cerebro.broker.startingcash, 2) * 100 - if profit < 0: - profit_percent = -profit_percent - else: - pass - print(f"收益率：{round(profit_percent, 2)}%") - if hasattr(strat.analyzers, "SharpeRatio"): - print(f"夏普比率:{round(strat.analyzers.SharpeRatio.get_analysis()['sharperatio'], 2)}") - if hasattr(strat.analyzers, "DrawDown"): - print(f"最大回撤率:{round(strat.analyzers.DrawDown.get_analysis()['max']['drawdown'], 2)}%") - print(f"最大回撤资金:{round(-strat.analyzers.DrawDown.get_analysis()['max']['moneydown'], 2)}") - if hasattr(strat.analyzers, "AnnualReturn"): - print(f"年化平均收益率:{round(float(np.mean(list(strat.analyzers.AnnualReturn.get_analysis().values()))), 2) * 100}%") - - -def batch_test(symbol_list, start_date, end_date, opt_judge): - for symbol in symbol_list: - cerebro_new = bt.Cerebro() - set_cerebro(cerebro=cerebro_new, opt_judge=opt_judge) - get_data(codes=symbol, cerebro=cerebro_new, start_date=start_date, end_date=end_date) - cerebro_new.addstrategy(Solo_cash_pool) - strat = cerebro_new.run()[0] - - print("========独立资金池批量回测========") - print(f"品种：{symbol}") - print(f"回测区间：{get_date_from_int(start_date)}至{get_date_from_int(end_date)}") - text_report(cerebro=cerebro_new, strat=strat) - print("========独立资金池批量回测========") - cerebro_new.plot(pic) - - -def shared_cash_test(symbol_list, start_date, end_date, opt_judge): - cerebro = bt.Cerebro() - set_cerebro(cerebro=cerebro, opt_judge=opt_judge) - get_data(symbol_list, cerebro, start_date=start_date, end_date=end_date) - cerebro.addstrategy(Shared_cash_pool) - strat = cerebro.run()[0] - print("========共享资金池组合回测========") - print(f"品种：{symbol_list}") - print(f"回测区间：{get_date_from_int(start_date)}至{get_date_from_int(end_date)}") - text_report(cerebro=cerebro, strat=strat) - print("========共享资金池组合回测========") - cerebro.plot(pic) - - -class Shared_cash_pool(bt.Strategy): - - def __init__(self): - # 在这里添加并初始化需要使用的指标类 - - self.sma5 = dict() - self.ema15 = dict() - self.bolling_top = dict() - self.bolling_bot = dict() - self.notify_flag = 0 - for index, data in enumerate(self.datas): - c = data.close - self.sma5[data] = MovingAverageSimple(c) - self.ema15[data] = ExponentialMovingAverage(c) - self.bolling_top[data] = bt.indicators.BollingerBands(c, period=20).top - self.bolling_bot[data] = bt.indicators.BollingerBands(c, period=20).bot - - def next(self): - self.shared_cash() - - def notify_order(self, order): # 固定写法，查看订单情况 - if self.notify_flag: - # 查看订单情况 - if order.status in [order.Submitted, order.Accepted]: # 接受订单交易，正常情况 - return - if order.status in [order.Completed]: - if order.isbuy(): - print(f"已买入:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"买入价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.issell(): - print(f"已卖出:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"卖出价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.status is order.Canceled: - print('订单取消') - elif order.status is order.Rejected: - print('金额不足拒绝交易') - elif order.status is order.Margin: - print('保证金不足') - else: - pass - - # 共享资金池组合回测 - def shared_cash(self): - for data in self.datas: - size = self.calculate_quantity(data) - - self.buy_function(line=data, size=size) - self.sell_function(line=data, size=size) - - def buy_function(self, line, size): - close_over_sma = line.close > self.sma5[line][0] - close_over_ema = line.close > self.ema15[line][0] - sma_ema_diff = self.sma5[line][0] - self.ema15[line][0] - buy_cond = (close_over_sma and close_over_ema and sma_ema_diff > 0) or line.close == self.bolling_top[line][0] - - # 这里最后要被替换成直接调用策略类，外部传入 - if buy_cond and self.broker.get_value() > 0: - ''' - 满足策略条件，则进行买入 - ''' - buy_order = self.buy(data=line, size=size) - return buy_order - else: - pass - - def sell_function(self, line, size): - sell_cond = line.close < self.sma5[line] - # 这里最后要被替换成直接调用策略类，外部传入 - if sell_cond and self.getposition(line): # 获取当前的总资金: - ''' - 满足策略条件，则进行卖出 - ''' - sell_order = self.close(data=line, size=size) - return sell_order - else: - pass - - def calculate_quantity(self, line) -> int: - # 在这里根据策略的逻辑计算交易数量 - # 返回一个整数表示交易数量 - total_value = self.broker.get_value() # 获取当前的总资金 - available_value = total_value * 0.05 # 可用资金为总资金的5% - close_price = line.close[0] # 当前品种的收盘价 - quantity = int(available_value / close_price) # 计算交易数量，取整数 - - return quantity - - def print_position(self, line) -> None: - pos = self.getposition(line) - print(f"品种: {line._name} 的当前仓位: {pos.size} @price: {pos.price}") - - -class OptSharedCash(bt.Strategy): - params = dict(N1=10, N2=20) - - def __init__(self): - # 在这里添加并初始化需要使用的指标类 - - self.sma5 = dict() - self.ema15 = dict() - self.ma30 = dict() - self.bolling_top = dict() - self.bolling_bot = dict() - self.notify_flag = 0 - for index, data in enumerate(self.datas): - c = data.close - self.sma5[data] = MovingAverageSimple(c, period=int(self.p.N1)) - self.ema15[data] = ExponentialMovingAverage(c, period=int(self.p.N2)) - self.ma30[data] = MovingAverage(c) - self.bolling_top[data] = bt.indicators.BollingerBands(c, period=20).top - self.bolling_bot[data] = bt.indicators.BollingerBands(c, period=20).bot - - def next(self): - self.shared_cash() - - def notify_order(self, order): # 固定写法，查看订单情况 - if self.notify_flag: - # 查看订单情况 - if order.status in [order.Submitted, order.Accepted]: # 接受订单交易，正常情况 - return - if order.status in [order.Completed]: - if order.isbuy(): - print(f"已买入:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"买入价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.issell(): - print(f"已卖出:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"卖出价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.status is order.Canceled: - print('订单取消') - elif order.status is order.Rejected: - print('金额不足拒绝交易') - elif order.status is order.Margin: - print('保证金不足') - else: - pass - - # 共享资金池组合回测 - def shared_cash(self): - for data in self.datas: - size = self.calculate_quantity(data) - - self.buy_function(line=data, size=size) - self.sell_function(line=data, size=size) - - def buy_function(self, line, size): - close_over_sma = line.close > self.sma5[line][0] - close_over_ema = line.close > self.ema15[line][0] - sma_ema_diff = self.sma5[line][0] - self.ema15[line][0] - buy_cond = (close_over_sma and close_over_ema and sma_ema_diff > 0) or line.close == self.bolling_top[line][0] - - # 这里最后要被替换成直接调用策略类，外部传入 - if buy_cond and self.broker.get_value() > 0: - ''' - 满足策略条件，则进行买入 - ''' - buy_order = self.buy(data=line, size=size) - return buy_order - else: - pass - - def sell_function(self, line, size): - sell_cond = self.indicatordict[line][0] < self.indicatordict[line][-1] < self.indicatordict[line][-2] - # sell_cond = line.close < self.sma5[line] - # 这里最后要被替换成直接调用策略类，外部传入 - if sell_cond and self.getposition(line): # 获取当前的总资金: - ''' - 满足策略条件，则进行卖出 - ''' - sell_order = self.close(data=line, size=size) - return sell_order - else: - pass - - def calculate_quantity(self, line) -> int: - # 在这里根据策略的逻辑计算交易数量 - # 返回一个整数表示交易数量 - total_value = self.broker.get_value() # 获取当前的总资金 - available_value = total_value * 0.05 # 可用资金为总资金的5% - close_price = line.close[0] # 当前品种的收盘价 - quantity = int(available_value / close_price) # 计算交易数量，取整数 - - return quantity - - def print_position(self, line) -> None: - pos = self.getposition(line) - print(f"品种: {line._name} 的当前仓位: {pos.size} @price: {pos.price}") - - -class Solo_cash_pool(bt.Strategy): - - def __init__(self): - # 在这里添加并初始化需要使用的指标类 - self.indicatordict = dict() - self.notify_flag = 0 - self.indicatordict['SMA5'] = MovingAverageSimple() - self.indicatordict['EMA15'] = ExponentialMovingAverage() - self.indicatordict['MA30'] = MovingAverage() - self.indicatordict['MACD'] = MACDHisto() - - def next(self): - self.solo_cash() - - def notify_order(self, order): # 固定写法，查看订单情况 - if self.notify_flag: - # 查看订单情况 - if order.status in [order.Submitted, order.Accepted]: # 接受订单交易，正常情况 - return - if order.status in [order.Completed]: - if order.isbuy(): - print(f"已买入:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"买入价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.issell(): - print(f"已卖出:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"卖出价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.status is order.Canceled: - print('订单取消') - elif order.status is order.Rejected: - print('金额不足拒绝交易') - elif order.status is order.Margin: - print('保证金不足') - else: - pass - - def solo_cash(self): - size = self.calculate_quantity(self.datas[0]) - self.buy_function(size=size) - self.sell_function() - - def buy_function(self, size): - close_over_sma = self.datas[0].close > self.indicatordict['SMA5'][0] - close_over_ema = self.datas[0].close > self.indicatordict['EMA15'][0] - sma_ema_diff = self.indicatordict['SMA5'][0] - self.indicatordict['EMA15'][0] - buy_cond = (close_over_sma or close_over_ema and sma_ema_diff > 0) - - if buy_cond and self.broker.get_value() > 0: - ''' - 满足策略条件，则进行买入 - ''' - buy_order = self.buy(size=size) - return buy_order - else: - pass - - def sell_function(self): - sell_cond = self.datas[0].close < self.indicatordict['SMA5'][0] - - if sell_cond and self.getposition(): - ''' - 满足策略条件，则进行卖出 - ''' - sell_order = self.close() - return sell_order - else: - pass - - def calculate_quantity(self, data) -> int: - # 在这里根据策略的逻辑计算交易数量 - # 返回一个整数表示交易数量 - - total_value = self.broker.get_value() # 获取当前的总资金 - available_value = total_value * 0.05 # 可用资金为总资金的5% - close_price = data.close[0] # 当前品种的收盘价 - quantity = int(available_value / close_price) # 计算交易数量，取整数 - return quantity - - def print_position(self, line) -> None: - pos = self.getposition(line) - print(f"品种: {line._name} 的当前仓位: {pos.size} @price: {pos.price}") - - -class OptSoloCash(bt.Strategy): - params = dict(N1=10, N2=20) - - def __init__(self): - # 在这里添加并初始化需要使用的指标类 - self.indicatordict = dict() - self.notify_flag = 0 - self.indicatordict['SMA5'] = MovingAverageSimple(self.p.N1) - self.indicatordict['EMA15'] = ExponentialMovingAverage(self.p.N2) - - def next(self): - self.solo_cash() - - def notify_order(self, order): # 固定写法，查看订单情况 - if self.notify_flag: - # 查看订单情况 - if order.status in [order.Submitted, order.Accepted]: # 接受订单交易，正常情况 - return - if order.status in [order.Completed]: - if order.isbuy(): - print(f"已买入:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"买入价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.issell(): - print(f"已卖出:{self.data._name}") - print(f"数量: {order.executed.size}") - print(f"卖出价格: {order.executed.price}") - print(f"价值: {order.executed.value}") - elif order.status is order.Canceled: - print('订单取消') - elif order.status is order.Rejected: - print('金额不足拒绝交易') - elif order.status is order.Margin: - print('保证金不足') - else: - pass - - def solo_cash(self): - size = self.calculate_quantity(self.datas[0]) - self.buy_function(size=size) - self.sell_function() - - def buy_function(self, size): - close_over_sma = self.datas[0].close > self.indicatordict['SMA5'][0] - close_over_ema = self.datas[0].close > self.indicatordict['EMA15'][0] - sma_ema_diff = self.indicatordict['SMA5'][0] - self.indicatordict['EMA'][0] - buy_cond = (close_over_sma and close_over_ema and sma_ema_diff > 0) - - if buy_cond and self.broker.get_value() > 0: - ''' - 满足策略条件，则进行买入 - ''' - buy_order = self.buy(size=size) - return buy_order - else: - pass - - def sell_function(self): - sell_cond = self.datas.close[0] < self.indicatordict['SMA5'][0] - - if sell_cond and self.getposition(): - ''' - 满足策略条件，则进行卖出 - ''' - sell_order = self.close() - return sell_order - else: - pass - - def calculate_quantity(self, data) -> int: - # 在这里根据策略的逻辑计算交易数量 - # 返回一个整数表示交易数量 - - total_value = self.broker.get_value() # 获取当前的总资金 - available_value = total_value * 0.05 # 可用资金为总资金的5% - close_price = data.close # 当前品种的收盘价 - quantity = int(available_value / close_price) # 计算交易数量，取整数 - return quantity - - def print_position(self, line) -> None: - pos = self.getposition(line) - print(f"品种: {line._name} 的当前仓位: {pos.size} @price: {pos.price}") - - -def input_OptInformation(): - n1_list = [] - n2_list = [] - num = 0 - name = "" - while 1: - try: - print("*************************************************************************************") - print("可用的参数优化算法:\n1.粒子群优化算法\n2.SOBOL序列\n3.随机搜索算法（耗时较久）\n4.CMA-ES\n5.网格搜索算法\n") - name_choose = int(input("请选择优化算法并输入对应优化算法前的数字序号：\n")) - if name_choose == 1: - name = "particle swarm" - break - if name_choose == 2: - name = "sobol" - break - if name_choose == 3: - name = "random search" - break - if name_choose == 4: - name = "cma-es" - break - if name_choose == 5: - name = "grid search" - break - if choose == "": - print("输入为空！请重试！！！") - continue - else: - print("不存在该选项！请重试！！！") - continue - except ValueError: - print("非法输入，请输入整数数字，请重试！") - continue - while 1: - try: - num = int(input("请输入算法优化次数：")) - break - except ValueError: - print("请输入整数数字，请重试！") - continue - # 策略参数的优化范围 - while 1: - try: - for i in range(2): - start = int(input(f"请输入参数{i + 1}的优化范围下限:\n")) - end = int(input(f"请输入参数{i + 1}的优化范围上限:\n")) - if i == 0: - n1_list.append(start) - n1_list.append(end) - else: - n2_list.append(start) - n2_list.append(end) - break - except ValueError: - print("非法输入，请重试！") - n1_list.clear() - n2_list.clear() - continue - print(num, n1_list, n2_list) - return name, num, n1_list, n2_list - - -# 调用优化参数时优化这个 -def Optunity(): - codes, start_date, end_date = input_stockInformation() - for symbol in codes: - cerebro_new = bt.Cerebro() - set_cerebro(cerebro=cerebro_new, opt_judge=True) - get_data(codes=symbol, cerebro=cerebro_new, start_date=start_date, end_date=end_date) - - # 事先要加好数据，回测只重复执行添加策略这个过程 - def runSoloCashOpt(N1, N2): - cerebro_new.addstrategy(OptSoloCash, N1=N1, N2=N2) - return cerebro_new.broker.getvalue() - - def runSharedCashOpt(N1, N2): - cerebro_new.addstrategy(OptSharedCash, N1=N1, N2=N2) - return cerebro_new.broker.getvalue() - - while 1: - print("*************************************************************************************") - choose = input("请选择策略优化所使用的回测模式：\n1.批量独立资金池回测\n2.共享资金池回测\n(输入：“0”结束选择)\n") - name, num, n1_list, n2_list = input_OptInformation() - - if choose == "1": - opt = optunity.maximize(runSoloCashOpt, - num_evals=num, - solver_name=name, - N1=n1_list, - N2=n2_list - ) - optimal_pars, details, _ = opt - - print(f'采用{name}算法优化后的参数信息:') - print('N1 = %.2f' % optimal_pars['N1']) - print('N2 = %.2f' % optimal_pars['N2']) - break - if choose == "2": - opt = optunity.maximize(runSharedCashOpt, - num_evals=num, - solver_name=name, - N1=n1_list, - N2=n2_list - ) - optimal_pars, details, _ = opt - - print('粒子群最优化参数信息:') - print('N1 = %.2f' % optimal_pars['N1']) - print('N2 = %.2f' % optimal_pars['N2']) - break - if choose == "0": - break - if choose == "": - print("输入为空！请重试！！！") - continue - else: - print("非法输入！请重试！！！") - continue - - -# =============== 系统设置 ================== -def set_cerebro(cerebro, opt_judge): - public_cash = 100000000 - commission = 0.00025 - cerebro.broker.setcash(public_cash) # 设置初始资金 - cerebro.broker.set_coc(False) - cerebro.broker.setcommission(commission=commission) - if opt_judge is False: - add_analysers(cerebro=cerebro) - add_plotElements(cerebro=cerebro) - print("数据加载中.....") - time.sleep(2) - if opt_judge is False: - print("回测进行中....") - time.sleep(2) - - - -# =============== 主函数 ================== -if __name__ == '__main__': - # =============== 回测数据信息 ================== - - pic = Bokeh(style='bar', plot_mode='single', scheme=Tradimo()) - while 1: - print("*************************************************************************************") - choose = input("请选择功能：\n1.批量独立资金池回测\n2.共享资金池回测\n3.策略参数优化\n(输入：“*”退出系统)\n") - - if choose == "1": - codes, start_date, end_date = input_stockInformation() - batch_test(symbol_list=codes, start_date=start_date, end_date=end_date, opt_judge=False) - continue - if choose == "2": - codes, start_date, end_date = input_stockInformation() - - shared_cash_test(symbol_list=codes, start_date=start_date, end_date=end_date, opt_judge=False) - continue - if choose == "3": - Optunity() - continue - if choose == "*": - print("系统已退出！") - break - if choose == "": - print("输入为空！请重试！！！") - continue - else: - print("非法输入！请重试！！！") - continue diff --git a/codes.csv b/codes.csv deleted file mode 100644 index 4f139277..00000000 --- a/codes.csv +++ /dev/null @@ -1,5357 +0,0 @@ -,ts_code,name ,area ,industry,list_date -0,000001.SZ,平安银行,深圳,银行,19910403 -1,000002.SZ,万科A,深圳,全国地产,19910129 -2,000004.SZ,国华网安,深圳,软件服务,19910114 -3,000005.SZ,ST星源,深圳,环境保护,19901210 -4,000006.SZ,深振业A,深圳,区域地产,19920427 -5,000007.SZ,*ST全新,深圳,其他商业,19920413 -6,000008.SZ,神州高铁,北京,运输设备,19920507 -7,000009.SZ,中国宝安,深圳,电气设备,19910625 -8,000010.SZ,美丽生态,深圳,建筑工程,19951027 -9,000011.SZ,深物业A,深圳,区域地产,19920330 -10,000012.SZ,南玻A,深圳,玻璃,19920228 -11,000014.SZ,沙河股份,深圳,全国地产,19920602 -12,000016.SZ,深康佳A,深圳,家用电器,19920327 -13,000017.SZ,深中华A,深圳,服饰,19920331 -14,000019.SZ,深粮控股,深圳,农业综合,19921012 -15,000020.SZ,深华发A,深圳,元器件,19920428 -16,000021.SZ,深科技,深圳,元器件,19940202 -17,000023.SZ,ST深天,深圳,水泥,19930429 -18,000025.SZ,特力A,深圳,汽车服务,19930621 -19,000026.SZ,飞亚达,深圳,服饰,19930603 -20,000027.SZ,深圳能源,深圳,火力发电,19930903 -21,000028.SZ,国药一致,深圳,医药商业,19930809 -22,000029.SZ,深深房A,深圳,区域地产,19930915 -23,000030.SZ,富奥股份,吉林,汽车配件,19930929 -24,000031.SZ,大悦城,深圳,全国地产,19931008 -25,000032.SZ,深桑达A,深圳,建筑工程,19931028 -26,000034.SZ,神州数码,深圳,软件服务,19940509 -27,000035.SZ,中国天楹,江苏,环境保护,19940408 -28,000036.SZ,华联控股,深圳,全国地产,19940617 -29,000037.SZ,深南电A,深圳,火力发电,19940701 -30,000039.SZ,中集集团,深圳,运输设备,19940408 -31,000040.SZ,东旭蓝天,深圳,新型电力,19940808 -32,000042.SZ,中洲控股,深圳,全国地产,19940921 -33,000045.SZ,深纺织A,深圳,元器件,19940815 -34,000048.SZ,京基智农,深圳,区域地产,19941101 -35,000049.SZ,德赛电池,深圳,电气设备,19950320 -36,000050.SZ,深天马A,深圳,元器件,19950315 -37,000055.SZ,方大集团,深圳,装修装饰,19960415 -38,000056.SZ,皇庭国际,深圳,房产服务,19960708 -39,000058.SZ,深赛格,深圳,商品城,19961226 -40,000059.SZ,华锦股份,辽宁,石油加工,19970130 -41,000060.SZ,中金岭南,深圳,铅锌,19970123 -42,000061.SZ,农产品,深圳,农业综合,19970110 -43,000062.SZ,深圳华强,深圳,元器件,19970130 -44,000063.SZ,中兴通讯,深圳,通信设备,19971118 -45,000065.SZ,北方国际,北京,建筑工程,19980605 -46,000066.SZ,中国长城,深圳,IT设备,19970626 -47,000068.SZ,华控赛格,深圳,环境保护,19970611 -48,000069.SZ,华侨城A,深圳,全国地产,19970910 -49,000070.SZ,特发信息,深圳,通信设备,20000511 -50,000078.SZ,海王生物,深圳,医药商业,19981218 -51,000088.SZ,盐田港,深圳,港口,19970728 -52,000089.SZ,深圳机场,深圳,机场,19980420 -53,000090.SZ,天健集团,深圳,建筑工程,19990721 -54,000096.SZ,广聚能源,深圳,石油贸易,20000724 -55,000099.SZ,中信海直,深圳,空运,20000731 -56,000100.SZ,TCL科技,广东,元器件,20040130 -57,000151.SZ,中成股份,北京,商贸代理,20000906 -58,000153.SZ,丰原药业,安徽,化学制药,20000920 -59,000155.SZ,川能动力,四川,新型电力,20000926 -60,000156.SZ,华数传媒,浙江,影视音像,20000906 -61,000157.SZ,中联重科,湖南,工程机械,20001012 -62,000158.SZ,常山北明,河北,软件服务,20000724 -63,000159.SZ,国际实业,新疆,石油贸易,20000926 -64,000166.SZ,申万宏源,新疆,证券,20150126 -65,000301.SZ,东方盛虹,江苏,化纤,20000529 -66,000333.SZ,美的集团,广东,家用电器,20130918 -67,000338.SZ,潍柴动力,山东,汽车配件,20070430 -68,000400.SZ,许继电气,河南,电气设备,19970418 -69,000401.SZ,冀东水泥,河北,水泥,19960614 -70,000402.SZ,金融街,北京,全国地产,19960626 -71,000403.SZ,派林生物,山西,生物制药,19960628 -72,000404.SZ,长虹华意,江西,家用电器,19960619 -73,000407.SZ,胜利股份,山东,供气供热,19960703 -74,000408.SZ,藏格矿业,青海,农药化肥,19960628 -75,000409.SZ,云鼎科技,山东,软件服务,19960627 -76,000410.SZ,沈阳机床,辽宁,机床制造,19960718 -77,000411.SZ,英特集团,浙江,医药商业,19960716 -78,000413.SZ,东旭光电,河北,元器件,19960925 -79,000415.SZ,渤海租赁,新疆,多元金融,19960716 -80,000416.SZ,*ST民控,山东,多元金融,19960719 -81,000417.SZ,合肥百货,安徽,百货,19960812 -82,000419.SZ,通程控股,湖南,百货,19960816 -83,000420.SZ,吉林化纤,吉林,化纤,19960802 -84,000421.SZ,南京公用,江苏,供气供热,19960806 -85,000422.SZ,湖北宜化,湖北,农药化肥,19960815 -86,000423.SZ,东阿阿胶,山东,中成药,19960729 -87,000425.SZ,徐工机械,江苏,工程机械,19960828 -88,000426.SZ,兴业银锡,内蒙,铅锌,19960828 -89,000428.SZ,华天酒店,湖南,酒店餐饮,19960808 -90,000429.SZ,粤高速A,广东,路桥,19980220 -91,000430.SZ,张家界,湖南,旅游景点,19960829 -92,000488.SZ,晨鸣纸业,山东,造纸,20001120 -93,000498.SZ,山东路桥,山东,建筑工程,19970609 -94,000501.SZ,武商集团,湖北,百货,19921120 -95,000503.SZ,国新健康,山东,软件服务,19921130 -96,000504.SZ,南华生物,湖南,医疗保健,19921208 -97,000505.SZ,京粮控股,海南,食品,19921221 -98,000506.SZ,中润资源,山东,黄金,19930312 -99,000507.SZ,珠海港,广东,港口,19930326 -100,000509.SZ,华塑控股,四川,元器件,19930507 -101,000510.SZ,新金路,四川,化工原料,19930507 -102,000513.SZ,丽珠集团,广东,化学制药,19931028 -103,000514.SZ,渝开发,重庆,区域地产,19930712 -104,000516.SZ,国际医学,陕西,医疗保健,19930809 -105,000517.SZ,荣安地产,浙江,区域地产,19930806 -106,000518.SZ,四环生物,江苏,生物制药,19930908 -107,000519.SZ,中兵红箭,湖南,专用机械,19931008 -108,000520.SZ,凤凰航运,湖北,水运,19931025 -109,000521.SZ,长虹美菱,安徽,家用电器,19931018 -110,000523.SZ,红棉股份,广东,日用化工,19931108 -111,000524.SZ,岭南控股,广东,旅游服务,19931118 -112,000525.SZ,ST红太阳,江苏,农药化肥,19931028 -113,000526.SZ,学大教育,福建,文教休闲,19931101 -114,000528.SZ,柳工,广西,工程机械,19931118 -115,000529.SZ,广弘控股,广东,食品,19931118 -116,000530.SZ,冰山冷热,辽宁,机械基件,19931208 -117,000531.SZ,穗恒运A,广东,火力发电,19940106 -118,000532.SZ,华金资本,广东,多元金融,19940103 -119,000533.SZ,顺钠股份,广东,电气设备,19940103 -120,000534.SZ,万泽股份,广东,生物制药,19940110 -121,000536.SZ,华映科技,福建,元器件,19931126 -122,000537.SZ,中绿电,天津,新型电力,19931210 -123,000538.SZ,云南白药,云南,中成药,19931215 -124,000539.SZ,粤电力A,广东,火力发电,19931126 -125,000541.SZ,佛山照明,广东,家用电器,19931123 -126,000543.SZ,皖能电力,安徽,火力发电,19931220 -127,000544.SZ,中原环保,河南,环境保护,19931208 -128,000545.SZ,金浦钛业,吉林,化工原料,19931215 -129,000546.SZ,金圆股份,吉林,环境保护,19931215 -130,000547.SZ,航天发展,福建,通信设备,19931130 -131,000548.SZ,湖南投资,湖南,路桥,19931220 -132,000550.SZ,江铃汽车,江西,汽车整车,19931201 -133,000551.SZ,创元科技,江苏,专用机械,19940106 -134,000552.SZ,甘肃能化,甘肃,煤炭开采,19940106 -135,000553.SZ,安道麦A,湖北,农药化肥,19931203 -136,000554.SZ,泰山石油,山东,石油贸易,19931215 -137,000555.SZ,神州信息,深圳,软件服务,19940408 -138,000557.SZ,西部创业,宁夏,铁路,19940617 -139,000558.SZ,莱茵体育,四川,文教休闲,19940509 -140,000559.SZ,万向钱潮,浙江,汽车配件,19940110 -141,000560.SZ,我爱我家,云南,房产服务,19940202 -142,000561.SZ,烽火电子,陕西,通信设备,19940509 -143,000563.SZ,陕国投A,陕西,多元金融,19940110 -144,000564.SZ,ST大集,陕西,百货,19940110 -145,000565.SZ,渝三峡A,重庆,染料涂料,19940408 -146,000566.SZ,海南海药,海南,化学制药,19940525 -147,000567.SZ,海德股份,海南,多元金融,19940525 -148,000568.SZ,泸州老窖,四川,白酒,19940509 -149,000570.SZ,苏常柴A,江苏,农用机械,19940701 -150,000571.SZ,新大洲A,海南,煤炭开采,19940525 -151,000572.SZ,海马汽车,海南,汽车整车,19940808 -152,000573.SZ,粤宏远A,广东,电气设备,19940815 -153,000576.SZ,甘化科工,广东,食品,19940907 -154,000581.SZ,威孚高科,江苏,汽车配件,19980924 -155,000582.SZ,北部湾港,广西,港口,19951102 -156,000584.SZ,ST工智,江苏,专用机械,19951128 -157,000586.SZ,汇源通信,四川,通信设备,19951220 -158,000589.SZ,贵州轮胎,贵州,汽车配件,19960308 -159,000590.SZ,启迪药业,湖南,中成药,19960119 -160,000591.SZ,太阳能,重庆,新型电力,19960208 -161,000592.SZ,平潭发展,福建,林业,19960327 -162,000593.SZ,德龙汇能,四川,供气供热,19960312 -163,000595.SZ,宝塔实业,宁夏,机械基件,19960419 -164,000596.SZ,古井贡酒,安徽,白酒,19960927 -165,000597.SZ,东北制药,辽宁,化学制药,19960523 -166,000598.SZ,兴蓉环境,四川,水务,19960529 -167,000599.SZ,青岛双星,山东,汽车配件,19960430 -168,000600.SZ,建投能源,河北,火力发电,19960606 -169,000601.SZ,韶能股份,广东,水力发电,19960830 -170,000603.SZ,盛达资源,北京,铅锌,19960823 -171,000605.SZ,渤海股份,北京,供气供热,19960913 -172,000607.SZ,华媒控股,浙江,广告包装,19960830 -173,000608.SZ,阳光股份,广西,区域地产,19960919 -174,000609.SZ,中迪投资,北京,区域地产,19961010 -175,000610.SZ,西安旅游,陕西,旅游服务,19960926 -176,000612.SZ,焦作万方,河南,铝,19960926 -177,000615.SZ,*ST美谷,湖北,医疗保健,19961016 -178,000617.SZ,中油资本,新疆,多元金融,19961022 -179,000619.SZ,海螺新材,安徽,其他建材,19961023 -180,000620.SZ,*ST新联,北京,全国地产,19961029 -181,000622.SZ,恒立实业,湖南,批发业,19961107 -182,000623.SZ,吉林敖东,吉林,中成药,19961028 -183,000625.SZ,长安汽车,重庆,汽车整车,19970610 -184,000626.SZ,远大控股,江苏,商贸代理,19961128 -185,000627.SZ,天茂集团,湖北,保险,19961112 -186,000628.SZ,高新发展,四川,建筑工程,19961118 -187,000629.SZ,钒钛股份,四川,小金属,19961115 -188,000630.SZ,铜陵有色,安徽,铜,19961120 -189,000631.SZ,顺发恒业,浙江,综合类,19961122 -190,000632.SZ,三木集团,福建,综合类,19961121 -191,000633.SZ,合金投资,新疆,小金属,19961112 -192,000635.SZ,英力特,宁夏,化工原料,19961120 -193,000636.SZ,风华高科,广东,元器件,19961129 -194,000637.SZ,ST实华,广东,石油加工,19961114 -195,000638.SZ,万方发展,吉林,农业综合,19961126 -196,000639.SZ,西王食品,山东,食品,19961126 -197,000650.SZ,仁和药业,江西,中成药,19961210 -198,000651.SZ,格力电器,广东,家用电器,19961118 -199,000652.SZ,泰达股份,天津,批发业,19961128 -200,000655.SZ,金岭矿业,山东,普钢,19961128 -201,000656.SZ,金科股份,重庆,全国地产,19961128 -202,000657.SZ,中钨高新,海南,小金属,19961205 -203,000659.SZ,珠海中富,广东,广告包装,19961203 -204,000661.SZ,长春高新,吉林,生物制药,19961218 -205,000663.SZ,永安林业,福建,林业,19961206 -206,000665.SZ,湖北广电,湖北,影视音像,19961210 -207,000668.SZ,荣丰控股,山东,医药商业,19961210 -208,000669.SZ,ST金鸿,吉林,供气供热,19961210 -209,000670.SZ,盈方微,湖北,元器件,19961217 -210,000672.SZ,上峰水泥,甘肃,水泥,19961218 -211,000676.SZ,智度股份,广东,互联网,19961224 -212,000677.SZ,恒天海龙,山东,化纤,19961226 -213,000678.SZ,襄阳轴承,湖北,汽车配件,19970106 -214,000679.SZ,大连友谊,辽宁,百货,19970124 -215,000680.SZ,山推股份,山东,工程机械,19970122 -216,000681.SZ,视觉中国,江苏,互联网,19970121 -217,000682.SZ,东方电子,山东,电气设备,19970121 -218,000683.SZ,远兴能源,内蒙,化工原料,19970131 -219,000685.SZ,中山公用,广东,水务,19970123 -220,000686.SZ,东北证券,吉林,证券,19970227 -221,000688.SZ,国城矿业,四川,铅锌,19970120 -222,000690.SZ,宝新能源,广东,火力发电,19970128 -223,000691.SZ,亚太实业,甘肃,化工原料,19970228 -224,000692.SZ,*ST惠天,辽宁,供气供热,19970227 -225,000695.SZ,滨海能源,天津,广告包装,19970218 -226,000697.SZ,*ST炼石,陕西,航空,19970325 -227,000698.SZ,沈阳化工,辽宁,石油加工,19970220 -228,000700.SZ,模塑科技,江苏,汽车配件,19970228 -229,000701.SZ,厦门信达,福建,商贸代理,19970226 -230,000702.SZ,正虹科技,湖南,饲料,19970318 -231,000703.SZ,恒逸石化,广西,化纤,19970328 -232,000705.SZ,浙江震元,浙江,医药商业,19970410 -233,000707.SZ,双环科技,湖北,化工原料,19970415 -234,000708.SZ,中信特钢,湖北,特种钢,19970326 -235,000709.SZ,河钢股份,河北,普钢,19970416 -236,000710.SZ,贝瑞基因,四川,医疗保健,19970422 -237,000711.SZ,*ST京蓝,黑龙江,环境保护,19970411 -238,000712.SZ,锦龙股份,广东,证券,19970415 -239,000713.SZ,丰乐种业,安徽,种植业,19970422 -240,000715.SZ,中兴商业,辽宁,百货,19970508 -241,000716.SZ,黑芝麻,广西,食品,19970418 -242,000717.SZ,中南股份,广东,普钢,19970508 -243,000718.SZ,苏宁环球,吉林,区域地产,19970408 -244,000719.SZ,中原传媒,河南,出版业,19970331 -245,000720.SZ,新能泰山,山东,电气设备,19970509 -246,000721.SZ,西安饮食,陕西,酒店餐饮,19970430 -247,000722.SZ,湖南发展,湖南,其他建材,19970522 -248,000723.SZ,美锦能源,山西,焦炭加工,19970515 -249,000725.SZ,京东方A,北京,元器件,20010112 -250,000726.SZ,鲁泰A,山东,纺织,20001225 -251,000727.SZ,冠捷科技,江苏,元器件,19970520 -252,000728.SZ,国元证券,安徽,证券,19970616 -253,000729.SZ,燕京啤酒,北京,啤酒,19970716 -254,000731.SZ,四川美丰,四川,农药化肥,19970617 -255,000733.SZ,振华科技,贵州,元器件,19970703 -256,000735.SZ,罗牛山,海南,农业综合,19970611 -257,000736.SZ,中交地产,重庆,全国地产,19970425 -258,000737.SZ,北方铜业,山西,铜,19970428 -259,000738.SZ,航发控制,江苏,航空,19970626 -260,000739.SZ,普洛药业,浙江,化学制药,19970509 -261,000750.SZ,国海证券,广西,证券,19970709 -262,000751.SZ,锌业股份,辽宁,铅锌,19970626 -263,000752.SZ,*ST西发,西藏,啤酒,19970625 -264,000753.SZ,漳州发展,福建,汽车服务,19970626 -265,000755.SZ,山西路桥,山西,路桥,19970627 -266,000756.SZ,新华制药,山东,化学制药,19970806 -267,000757.SZ,浩物股份,四川,汽车服务,19970627 -268,000758.SZ,中色股份,北京,铅锌,19970416 -269,000759.SZ,中百集团,湖北,超市连锁,19970519 -270,000761.SZ,本钢板材,辽宁,普钢,19980115 -271,000762.SZ,西藏矿业,西藏,小金属,19970708 -272,000766.SZ,通化金马,吉林,化学制药,19970430 -273,000767.SZ,晋控电力,山西,火力发电,19970609 -274,000768.SZ,中航西飞,陕西,航空,19970626 -275,000776.SZ,广发证券,广东,证券,19970611 -276,000777.SZ,中核科技,江苏,机械基件,19970710 -277,000778.SZ,新兴铸管,河北,钢加工,19970606 -278,000779.SZ,甘咨询,甘肃,建筑工程,19970528 -279,000782.SZ,美达股份,广东,化纤,19970619 -280,000783.SZ,长江证券,湖北,证券,19970731 -281,000785.SZ,居然之家,湖北,百货,19970711 -282,000786.SZ,北新建材,北京,其他建材,19970606 -283,000788.SZ,北大医药,重庆,化学制药,19970616 -284,000789.SZ,万年青,江西,水泥,19970923 -285,000790.SZ,华神科技,四川,中成药,19980327 -286,000791.SZ,甘肃能源,甘肃,水力发电,19971014 -287,000792.SZ,盐湖股份,青海,农药化肥,19970904 -288,000793.SZ,华闻集团,海南,出版业,19970729 -289,000795.SZ,英洛华,浙江,矿物制品,19970808 -290,000796.SZ,*ST凯撒,海南,旅游服务,19970703 -291,000797.SZ,中国武夷,福建,全国地产,19970715 -292,000798.SZ,中水渔业,北京,渔业,19980212 -293,000799.SZ,酒鬼酒,湖南,白酒,19970718 -294,000800.SZ,一汽解放,吉林,汽车整车,19970618 -295,000801.SZ,四川九洲,四川,家用电器,19980506 -296,000802.SZ,北京文化,北京,影视音像,19980108 -297,000803.SZ,山高环能,四川,环境保护,19980303 -298,000807.SZ,云铝股份,云南,铝,19980408 -299,000809.SZ,铁岭新城,辽宁,区域地产,19980616 -300,000810.SZ,创维数字,四川,家用电器,19980602 -301,000811.SZ,冰轮环境,山东,工程机械,19980528 -302,000812.SZ,陕西金叶,陕西,广告包装,19980623 -303,000813.SZ,德展健康,新疆,化学制药,19980519 -304,000815.SZ,美利云,宁夏,造纸,19980609 -305,000816.SZ,智慧农业,江苏,农用机械,19970818 -306,000818.SZ,航锦科技,辽宁,化工原料,19971017 -307,000819.SZ,岳阳兴长,湖南,石油加工,19970625 -308,000820.SZ,神雾节能,江西,环境保护,19980630 -309,000821.SZ,京山轻机,湖北,电气设备,19980626 -310,000822.SZ,山东海化,山东,化工原料,19980703 -311,000823.SZ,超声电子,广东,元器件,19971008 -312,000825.SZ,太钢不锈,山西,特种钢,19981021 -313,000826.SZ,启迪环境,湖北,环境保护,19980225 -314,000828.SZ,东莞控股,广东,路桥,19970617 -315,000829.SZ,天音控股,江西,其他商业,19971202 -316,000830.SZ,鲁西化工,山东,农药化肥,19980807 -317,000831.SZ,中国稀土,江西,小金属,19980911 -318,000833.SZ,粤桂股份,广西,综合类,19981111 -319,000836.SZ,富通信息,天津,通信设备,19970929 -320,000837.SZ,秦川机床,陕西,机床制造,19980928 -321,000838.SZ,财信发展,重庆,区域地产,19970626 -322,000839.SZ,ST国安,北京,综合类,19971031 -323,000848.SZ,承德露露,河北,软饮料,19971113 -324,000850.SZ,华茂股份,安徽,纺织,19981007 -325,000851.SZ,高鸿股份,贵州,通信设备,19980609 -326,000852.SZ,石化机械,湖北,化工机械,19981126 -327,000856.SZ,冀东装备,河北,专用机械,19980813 -328,000858.SZ,五粮液,四川,白酒,19980427 -329,000859.SZ,国风新材,安徽,塑料,19981119 -330,000860.SZ,顺鑫农业,北京,白酒,19981104 -331,000861.SZ,海印股份,广东,其他商业,19981028 -332,000862.SZ,银星能源,宁夏,新型电力,19980915 -333,000863.SZ,三湘印象,上海,区域地产,19970925 -334,000868.SZ,安凯客车,安徽,汽车整车,19970725 -335,000869.SZ,张裕A,山东,红黄酒,20001026 -336,000875.SZ,吉电股份,吉林,火力发电,20020926 -337,000876.SZ,新希望,四川,饲料,19980311 -338,000877.SZ,天山股份,新疆,水泥,19990107 -339,000878.SZ,云南铜业,云南,铜,19980602 -340,000880.SZ,潍柴重机,山东,专用机械,19980402 -341,000881.SZ,中广核技,辽宁,综合类,19980902 -342,000882.SZ,华联股份,北京,其他商业,19980616 -343,000883.SZ,湖北能源,湖北,火力发电,19980519 -344,000885.SZ,城发环境,河南,环境保护,19990319 -345,000886.SZ,海南高速,海南,区域地产,19980123 -346,000887.SZ,中鼎股份,安徽,汽车配件,19981203 -347,000888.SZ,峨眉山A,四川,旅游景点,19971021 -348,000889.SZ,ST中嘉,河北,通信设备,19971218 -349,000890.SZ,法尔胜,江苏,环境保护,19990119 -350,000892.SZ,欢瑞世纪,重庆,影视音像,19990115 -351,000893.SZ,亚钾国际,广东,农药化肥,19981224 -352,000895.SZ,双汇发展,河南,食品,19981210 -353,000897.SZ,津滨发展,天津,区域地产,19990422 -354,000898.SZ,鞍钢股份,辽宁,普钢,19971225 -355,000899.SZ,赣能股份,江西,火力发电,19971126 -356,000900.SZ,现代投资,湖南,路桥,19990128 -357,000901.SZ,航天科技,黑龙江,汽车配件,19990401 -358,000902.SZ,新洋丰,湖北,农药化肥,19990408 -359,000903.SZ,云内动力,云南,汽车配件,19990415 -360,000905.SZ,厦门港务,福建,港口,19990429 -361,000906.SZ,浙商中拓,浙江,仓储物流,19990707 -362,000908.SZ,景峰医药,湖南,化学制药,19990203 -363,000909.SZ,ST数源,浙江,综合类,19990507 -364,000910.SZ,大亚圣象,江苏,家居用品,19990630 -365,000911.SZ,广农糖业,广西,食品,19990527 -366,000912.SZ,泸天化,四川,农药化肥,19990603 -367,000913.SZ,钱江摩托,浙江,摩托车,19990514 -368,000915.SZ,华特达因,山东,化学制药,19990609 -369,000917.SZ,电广传媒,湖南,影视音像,19990325 -370,000919.SZ,金陵药业,江苏,化学制药,19991118 -371,000920.SZ,沃顿科技,贵州,环境保护,19990616 -372,000921.SZ,海信家电,广东,家用电器,19990713 -373,000922.SZ,佳电股份,黑龙江,电气设备,19990618 -374,000923.SZ,河钢资源,河北,普钢,19990714 -375,000925.SZ,众合科技,浙江,运输设备,19990611 -376,000926.SZ,福星股份,湖北,区域地产,19990618 -377,000927.SZ,中国铁物,天津,仓储物流,19990727 -378,000928.SZ,中钢国际,吉林,建筑工程,19990312 -379,000929.SZ,兰州黄河,甘肃,啤酒,19990623 -380,000930.SZ,中粮科技,安徽,农业综合,19990712 -381,000931.SZ,中关村,北京,化学制药,19990712 -382,000932.SZ,华菱钢铁,湖南,普钢,19990803 -383,000933.SZ,神火股份,河南,铝,19990831 -384,000935.SZ,四川双马,四川,水泥,19990824 -385,000936.SZ,华西股份,江苏,化纤,19990810 -386,000937.SZ,冀中能源,河北,煤炭开采,19990909 -387,000938.SZ,紫光股份,北京,软件服务,19991104 -388,000948.SZ,南天信息,云南,软件服务,19991014 -389,000949.SZ,新乡化纤,河南,化纤,19991021 -390,000950.SZ,重药控股,重庆,医药商业,19990916 -391,000951.SZ,中国重汽,山东,汽车整车,19991125 -392,000952.SZ,广济药业,湖北,化学制药,19991112 -393,000953.SZ,河化股份,广西,化学制药,19991202 -394,000955.SZ,欣龙控股,海南,纺织,19991209 -395,000957.SZ,中通客车,山东,汽车整车,20000113 -396,000958.SZ,电投产融,河北,多元金融,19991223 -397,000959.SZ,首钢股份,北京,普钢,19991216 -398,000960.SZ,锡业股份,云南,小金属,20000221 -399,000961.SZ,中南建设,江苏,全国地产,20000301 -400,000962.SZ,东方钽业,宁夏,小金属,20000120 -401,000963.SZ,华东医药,浙江,化学制药,20000127 -402,000965.SZ,天保基建,天津,区域地产,20000406 -403,000966.SZ,长源电力,湖北,火力发电,20000316 -404,000967.SZ,盈峰环境,浙江,环境保护,20000330 -405,000968.SZ,蓝焰控股,山西,石油开采,20000622 -406,000969.SZ,安泰科技,北京,小金属,20000529 -407,000970.SZ,中科三环,北京,矿物制品,20000420 -408,000971.SZ,ST高升,湖北,互联网,20000427 -409,000972.SZ,中基健康,新疆,食品,20000926 -410,000973.SZ,佛塑科技,广东,塑料,20000525 -411,000975.SZ,银泰黄金,内蒙,黄金,20000608 -412,000976.SZ,ST华铁,广东,运输设备,20000601 -413,000977.SZ,浪潮信息,山东,IT设备,20000608 -414,000978.SZ,桂林旅游,广西,旅游景点,20000518 -415,000980.SZ,众泰汽车,浙江,汽车配件,20000616 -416,000981.SZ,山子股份,甘肃,汽车配件,20000622 -417,000982.SZ,中银绒业,宁夏,电气设备,20000706 -418,000983.SZ,山西焦煤,山西,煤炭开采,20000726 -419,000985.SZ,大庆华科,黑龙江,化工原料,20000726 -420,000987.SZ,越秀资本,广东,多元金融,20000718 -421,000988.SZ,华工科技,湖北,专用机械,20000608 -422,000989.SZ,九芝堂,湖南,中成药,20000628 -423,000990.SZ,诚志股份,江西,化工原料,20000706 -424,000993.SZ,闽东电力,福建,水力发电,20000731 -425,000995.SZ,皇台酒业,甘肃,白酒,20000807 -426,000996.SZ,*ST中期,北京,汽车服务,20000718 -427,000997.SZ,新大陆,福建,IT设备,20000807 -428,000998.SZ,隆平高科,湖南,种植业,20001211 -429,000999.SZ,华润三九,深圳,中成药,20000309 -430,001201.SZ,东瑞股份,广东,农业综合,20210428 -431,001202.SZ,炬申股份,广东,仓储物流,20210429 -432,001203.SZ,大中矿业,内蒙,普钢,20210510 -433,001205.SZ,盛航股份,江苏,水运,20210513 -434,001206.SZ,依依股份,天津,造纸,20210518 -435,001207.SZ,联科科技,山东,化工原料,20210623 -436,001208.SZ,华菱线缆,湖南,电气设备,20210624 -437,001209.SZ,洪兴股份,广东,服饰,20210723 -438,001210.SZ,金房能源,北京,供气供热,20210729 -439,001211.SZ,双枪科技,浙江,家居用品,20210805 -440,001212.SZ,中旗新材,广东,其他建材,20210823 -441,001213.SZ,中铁特货,北京,仓储物流,20210908 -442,001215.SZ,千味央厨,河南,食品,20210906 -443,001216.SZ,华瓷股份,湖南,家居用品,20211019 -444,001217.SZ,华尔泰,安徽,化工原料,20210929 -445,001218.SZ,丽臣实业,湖南,化工原料,20211015 -446,001219.SZ,青岛食品,山东,食品,20211021 -447,001222.SZ,源飞宠物,浙江,文教休闲,20220818 -448,001223.SZ,欧克科技,江西,专用机械,20221212 -449,001225.SZ,和泰机电,浙江,专用机械,20230222 -450,001226.SZ,拓山重工,安徽,工程机械,20220622 -451,001227.SZ,兰州银行,甘肃,银行,20220117 -452,001228.SZ,永泰运,浙江,仓储物流,20220429 -453,001229.SZ,魅视科技,广东,IT设备,20220808 -454,001230.SZ,劲旅环境,安徽,环境保护,20220715 -455,001231.SZ,农心科技,陕西,农药化肥,20220819 -456,001234.SZ,泰慕士,江苏,服饰,20220111 -457,001236.SZ,弘业期货,江苏,多元金融,20220805 -458,001238.SZ,浙江正特,浙江,家居用品,20220919 -459,001239.SZ,永达股份,湖南,工程机械,20231212 -460,001255.SZ,博菲电气,浙江,化工原料,20220930 -461,001256.SZ,炜冈科技,浙江,轻工机械,20221205 -462,001258.SZ,立新能源,新疆,新型电力,20220727 -463,001259.SZ,利仁科技,北京,家用电器,20220831 -464,001260.SZ,坤泰股份,山东,汽车配件,20230216 -465,001266.SZ,宏英智能,上海,电器仪表,20220228 -466,001267.SZ,汇绿生态,湖北,建筑工程,20211117 -467,001268.SZ,联合精密,广东,机械基件,20220630 -468,001269.SZ,欧晶科技,内蒙,矿物制品,20220930 -469,001270.SZ,铖昌科技,浙江,半导体,20220606 -470,001278.SZ,一彬科技,浙江,汽车配件,20230308 -471,001282.SZ,三联锻造,安徽,汽车配件,20230524 -472,001283.SZ,豪鹏科技,深圳,电气设备,20220905 -473,001286.SZ,陕西能源,陕西,火力发电,20230410 -474,001287.SZ,中电港,深圳,元器件,20230410 -475,001288.SZ,运机集团,四川,专用机械,20211101 -476,001289.SZ,龙源电力,北京,新型电力,20220124 -477,001296.SZ,长江材料,重庆,其他建材,20211224 -478,001298.SZ,好上好,深圳,元器件,20221031 -479,001299.SZ,美能能源,陕西,供气供热,20221031 -480,001300.SZ,三柏硕,山东,文教休闲,20221019 -481,001301.SZ,尚太科技,河北,电气设备,20221228 -482,001306.SZ,夏厦精密,浙江,机械基件,20231116 -483,001308.SZ,康冠科技,深圳,元器件,20220318 -484,001309.SZ,德明利,深圳,半导体,20220701 -485,001311.SZ,多利科技,安徽,汽车配件,20230227 -486,001313.SZ,粤海饲料,广东,饲料,20220216 -487,001314.SZ,亿道信息,深圳,元器件,20230214 -488,001316.SZ,润贝航科,深圳,航空,20220624 -489,001317.SZ,三羊马,重庆,仓储物流,20211130 -490,001318.SZ,阳光乳业,江西,乳制品,20220520 -491,001319.SZ,铭科精技,广东,汽车配件,20220512 -492,001322.SZ,箭牌家居,广东,家居用品,20221026 -493,001323.SZ,慕思股份,广东,家居用品,20220623 -494,001324.SZ,长青科技,江苏,运输设备,20230522 -495,001326.SZ,联域股份,深圳,电气设备,20231109 -496,001328.SZ,登康口腔,重庆,日用化工,20230410 -497,001330.SZ,博纳影业,新疆,影视音像,20220818 -498,001331.SZ,胜通能源,山东,仓储物流,20220908 -499,001332.SZ,锡装股份,江苏,专用机械,20220920 -500,001333.SZ,光华股份,浙江,化工原料,20221208 -501,001336.SZ,楚环科技,浙江,专用机械,20220725 -502,001337.SZ,四川黄金,四川,黄金,20230303 -503,001338.SZ,永顺泰,广东,啤酒,20221116 -504,001339.SZ,智微智能,深圳,IT设备,20220815 -505,001358.SZ,兴欣新材,浙江,化工原料,20231221 -506,001360.SZ,南矿集团,江西,工程机械,20230410 -507,001366.SZ,播恩集团,江西,饲料,20230307 -508,001367.SZ,海森药业,浙江,化学制药,20230410 -509,001368.SZ,通达创智,福建,文教休闲,20230313 -510,001373.SZ,翔腾新材,江苏,元器件,20230601 -511,001376.SZ,百通能源,江西,供气供热,20231103 -512,001378.SZ,德冠新材,广东,塑料,20231030 -513,001379.SZ,腾达科技,山东,机械基件,20240119 -514,001380.SZ,华纬科技,浙江,汽车配件,20230516 -515,001387.SZ,雪祺电气,安徽,家用电器,20240111 -516,001696.SZ,宗申动力,重庆,摩托车,19970306 -517,001872.SZ,招商港口,深圳,港口,19930505 -518,001896.SZ,豫能控股,河南,火力发电,19980122 -519,001914.SZ,招商积余,深圳,房产服务,19940928 -520,001965.SZ,招商公路,天津,路桥,20171225 -521,001979.SZ,招商蛇口,深圳,全国地产,20151230 -522,002001.SZ,新和成,浙江,化学制药,20040625 -523,002003.SZ,伟星股份,浙江,服饰,20040625 -524,002004.SZ,华邦健康,重庆,农药化肥,20040625 -525,002005.SZ,ST德豪,安徽,家用电器,20040625 -526,002006.SZ,精工科技,浙江,专用机械,20040625 -527,002007.SZ,华兰生物,河南,生物制药,20040625 -528,002008.SZ,大族激光,深圳,专用机械,20040625 -529,002009.SZ,天奇股份,江苏,工程机械,20040629 -530,002010.SZ,传化智联,浙江,仓储物流,20040629 -531,002011.SZ,盾安环境,浙江,家用电器,20040705 -532,002012.SZ,凯恩股份,浙江,造纸,20040705 -533,002014.SZ,永新股份,安徽,塑料,20040708 -534,002015.SZ,协鑫能科,江苏,新型电力,20040708 -535,002016.SZ,世荣兆业,广东,区域地产,20040708 -536,002017.SZ,东信和平,广东,通信设备,20040713 -537,002019.SZ,亿帆医药,浙江,化学制药,20040713 -538,002020.SZ,京新药业,浙江,化学制药,20040715 -539,002021.SZ,*ST中捷,浙江,纺织机械,20040715 -540,002022.SZ,科华生物,上海,医疗保健,20040721 -541,002023.SZ,海特高新,四川,航空,20040721 -542,002024.SZ,ST易购,江苏,电器连锁,20040721 -543,002025.SZ,航天电器,贵州,元器件,20040726 -544,002026.SZ,山东威达,山东,机械基件,20040727 -545,002027.SZ,分众传媒,广东,广告包装,20040804 -546,002028.SZ,思源电气,上海,电气设备,20040805 -547,002029.SZ,七匹狼,福建,服饰,20040806 -548,002030.SZ,达安基因,广东,医疗保健,20040809 -549,002031.SZ,巨轮智能,广东,汽车配件,20040816 -550,002032.SZ,苏泊尔,浙江,家用电器,20040817 -551,002033.SZ,丽江股份,云南,旅游景点,20040825 -552,002034.SZ,旺能环境,浙江,环境保护,20040826 -553,002035.SZ,华帝股份,广东,家用电器,20040901 -554,002036.SZ,联创电子,江西,元器件,20040903 -555,002037.SZ,保利联合,贵州,化工原料,20040908 -556,002038.SZ,双鹭药业,北京,生物制药,20040909 -557,002039.SZ,黔源电力,贵州,水力发电,20050303 -558,002040.SZ,南京港,江苏,港口,20050325 -559,002041.SZ,登海种业,山东,种植业,20050418 -560,002042.SZ,华孚时尚,安徽,纺织,20050427 -561,002043.SZ,兔宝宝,浙江,其他建材,20050510 -562,002044.SZ,美年健康,江苏,医疗保健,20050518 -563,002045.SZ,国光电器,广东,元器件,20050523 -564,002046.SZ,国机精工,河南,机械基件,20050526 -565,002047.SZ,宝鹰股份,深圳,装修装饰,20050531 -566,002048.SZ,宁波华翔,浙江,汽车配件,20050603 -567,002049.SZ,紫光国微,河北,半导体,20050606 -568,002050.SZ,三花智控,浙江,家用电器,20050607 -569,002051.SZ,中工国际,北京,建筑工程,20060619 -570,002052.SZ,ST同洲,深圳,电气设备,20060627 -571,002053.SZ,云南能投,云南,食品,20060627 -572,002054.SZ,德美化工,广东,染料涂料,20060725 -573,002055.SZ,得润电子,深圳,元器件,20060725 -574,002056.SZ,横店东磁,浙江,电气设备,20060802 -575,002057.SZ,中钢天源,安徽,矿物制品,20060802 -576,002058.SZ,威尔泰,上海,电器仪表,20060802 -577,002059.SZ,云南旅游,云南,旅游景点,20060810 -578,002060.SZ,广东建工,广东,建筑工程,20060810 -579,002061.SZ,浙江交科,浙江,建筑工程,20060816 -580,002062.SZ,宏润建设,浙江,建筑工程,20060816 -581,002063.SZ,远光软件,广东,软件服务,20060823 -582,002064.SZ,华峰化学,浙江,化纤,20060823 -583,002065.SZ,东华软件,北京,软件服务,20060823 -584,002066.SZ,瑞泰科技,北京,其他建材,20060823 -585,002067.SZ,景兴纸业,浙江,造纸,20060915 -586,002068.SZ,黑猫股份,江西,化工原料,20060915 -587,002069.SZ,獐子岛,辽宁,渔业,20060928 -588,002072.SZ,凯瑞德,湖北,商贸代理,20061018 -589,002073.SZ,软控股份,山东,专用机械,20061018 -590,002074.SZ,国轩高科,安徽,电气设备,20061018 -591,002075.SZ,沙钢股份,江苏,特种钢,20061025 -592,002076.SZ,星光股份,广东,家用电器,20061025 -593,002077.SZ,大港股份,江苏,半导体,20061116 -594,002078.SZ,太阳纸业,山东,造纸,20061116 -595,002079.SZ,苏州固锝,江苏,半导体,20061116 -596,002080.SZ,中材科技,江苏,玻璃,20061120 -597,002081.SZ,金螳螂,江苏,装修装饰,20061120 -598,002082.SZ,万邦德,浙江,中成药,20061120 -599,002083.SZ,孚日股份,山东,纺织,20061124 -600,002084.SZ,海鸥住工,广东,家居用品,20061124 -601,002085.SZ,万丰奥威,浙江,汽车配件,20061128 -602,002086.SZ,*ST东洋,山东,医疗保健,20061128 -603,002087.SZ,*ST新纺,河南,纺织,20061130 -604,002088.SZ,鲁阳节能,山东,矿物制品,20061130 -605,002089.SZ,*ST新海,江苏,通信设备,20061130 -606,002090.SZ,金智科技,江苏,软件服务,20061208 -607,002091.SZ,江苏国泰,江苏,商贸代理,20061208 -608,002092.SZ,中泰化学,新疆,化工原料,20061208 -609,002093.SZ,国脉科技,福建,通信设备,20061215 -610,002094.SZ,青岛金王,山东,日用化工,20061215 -611,002095.SZ,生意宝,浙江,互联网,20061215 -612,002096.SZ,易普力,湖南,化工原料,20061222 -613,002097.SZ,山河智能,湖南,工程机械,20061222 -614,002098.SZ,浔兴股份,福建,服饰,20061222 -615,002099.SZ,海翔药业,浙江,化学制药,20061226 -616,002100.SZ,天康生物,新疆,饲料,20061226 -617,002101.SZ,广东鸿图,广东,汽车配件,20061229 -618,002102.SZ,冠福股份,湖北,化学制药,20061229 -619,002103.SZ,广博股份,浙江,文教休闲,20070110 -620,002104.SZ,恒宝股份,江苏,通信设备,20070110 -621,002105.SZ,信隆健康,深圳,摩托车,20070112 -622,002106.SZ,莱宝高科,深圳,元器件,20070112 -623,002107.SZ,沃华医药,山东,中成药,20070124 -624,002108.SZ,沧州明珠,河北,塑料,20070124 -625,002109.SZ,兴化股份,陕西,化工原料,20070126 -626,002110.SZ,三钢闽光,福建,普钢,20070126 -627,002111.SZ,威海广泰,山东,航空,20070126 -628,002112.SZ,三变科技,浙江,电气设备,20070208 -629,002114.SZ,罗平锌电,云南,铅锌,20070215 -630,002115.SZ,三维通信,浙江,互联网,20070215 -631,002116.SZ,中国海诚,上海,建筑工程,20070215 -632,002117.SZ,东港股份,山东,广告包装,20070302 -633,002119.SZ,康强电子,浙江,半导体,20070302 -634,002120.SZ,韵达股份,浙江,仓储物流,20070306 -635,002121.SZ,科陆电子,深圳,电器仪表,20070306 -636,002122.SZ,汇洲智能,浙江,机械基件,20070328 -637,002123.SZ,梦网科技,辽宁,互联网,20070328 -638,002124.SZ,天邦食品,浙江,农业综合,20070403 -639,002125.SZ,湘潭电化,湖南,化工原料,20070403 -640,002126.SZ,银轮股份,浙江,汽车配件,20070418 -641,002127.SZ,南极电商,江苏,互联网,20070418 -642,002128.SZ,电投能源,内蒙,铝,20070418 -643,002129.SZ,TCL中环,天津,电气设备,20070420 -644,002130.SZ,沃尔核材,深圳,电气设备,20070420 -645,002131.SZ,利欧股份,浙江,互联网,20070427 -646,002132.SZ,恒星科技,河南,钢加工,20070427 -647,002133.SZ,广宇集团,浙江,全国地产,20070427 -648,002134.SZ,天津普林,天津,元器件,20070516 -649,002135.SZ,东南网架,浙江,钢加工,20070530 -650,002136.SZ,安纳达,安徽,化工原料,20070530 -651,002137.SZ,实益达,深圳,元器件,20070613 -652,002138.SZ,顺络电子,深圳,元器件,20070613 -653,002139.SZ,拓邦股份,深圳,元器件,20070629 -654,002140.SZ,东华科技,安徽,建筑工程,20070712 -655,002141.SZ,贤丰控股,广东,农业综合,20070720 -656,002142.SZ,宁波银行,浙江,银行,20070719 -657,002144.SZ,宏达高科,浙江,纺织,20070803 -658,002145.SZ,中核钛白,甘肃,化工原料,20070803 -659,002146.SZ,荣盛发展,河北,全国地产,20070808 -660,002148.SZ,北纬科技,北京,互联网,20070810 -661,002149.SZ,西部材料,陕西,小金属,20070810 -662,002150.SZ,通润装备,江苏,机械基件,20070810 -663,002151.SZ,北斗星通,北京,通信设备,20070813 -664,002152.SZ,广电运通,广东,IT设备,20070813 -665,002153.SZ,石基信息,北京,软件服务,20070813 -666,002154.SZ,报喜鸟,浙江,服饰,20070816 -667,002155.SZ,湖南黄金,湖南,黄金,20070816 -668,002156.SZ,通富微电,江苏,半导体,20070816 -669,002157.SZ,*ST正邦,江西,农业综合,20070817 -670,002158.SZ,汉钟精机,上海,工程机械,20070817 -671,002159.SZ,三特索道,湖北,旅游服务,20070817 -672,002160.SZ,常铝股份,江苏,铝,20070821 -673,002161.SZ,远望谷,深圳,通信设备,20070821 -674,002162.SZ,悦心健康,上海,陶瓷,20070823 -675,002163.SZ,海南发展,深圳,装修装饰,20070823 -676,002164.SZ,宁波东力,浙江,机械基件,20070823 -677,002165.SZ,红宝丽,江苏,化工原料,20070913 -678,002166.SZ,莱茵生物,广西,中成药,20070913 -679,002167.SZ,东方锆业,广东,小金属,20070913 -680,002168.SZ,惠程科技,重庆,互联网,20070919 -681,002169.SZ,智光电气,广东,电气设备,20070919 -682,002170.SZ,芭田股份,深圳,农药化肥,20070919 -683,002171.SZ,楚江新材,安徽,铜,20070921 -684,002172.SZ,澳洋健康,江苏,医疗保健,20070921 -685,002173.SZ,创新医疗,浙江,医疗保健,20070925 -686,002174.SZ,游族网络,福建,互联网,20070925 -687,002175.SZ,东方智造,广西,电器仪表,20071012 -688,002176.SZ,江特电机,江西,小金属,20071012 -689,002177.SZ,御银股份,广东,其他商业,20071101 -690,002178.SZ,延华智能,上海,软件服务,20071101 -691,002179.SZ,中航光电,河南,元器件,20071101 -692,002180.SZ,纳思达,广东,IT设备,20071113 -693,002181.SZ,粤传媒,广东,出版业,20071116 -694,002182.SZ,宝武镁业,江苏,小金属,20071113 -695,002183.SZ,怡亚通,深圳,仓储物流,20071113 -696,002184.SZ,海得控制,上海,软件服务,20071116 -697,002185.SZ,华天科技,甘肃,半导体,20071120 -698,002186.SZ,全聚德,北京,酒店餐饮,20071120 -699,002187.SZ,广百股份,广东,百货,20071122 -700,002188.SZ,中天服务,浙江,房产服务,20071122 -701,002189.SZ,中光学,河南,元器件,20071203 -702,002190.SZ,成飞集成,四川,汽车配件,20071203 -703,002191.SZ,劲嘉股份,深圳,广告包装,20071205 -704,002192.SZ,融捷股份,广东,小金属,20071205 -705,002193.SZ,如意集团,山东,纺织,20071207 -706,002194.SZ,武汉凡谷,湖北,通信设备,20071207 -707,002195.SZ,岩山科技,上海,软件服务,20071212 -708,002196.SZ,方正电机,浙江,纺织机械,20071212 -709,002197.SZ,证通电子,深圳,IT设备,20071218 -710,002198.SZ,嘉应制药,广东,中成药,20071218 -711,002199.SZ,东晶电子,浙江,元器件,20071221 -712,002200.SZ,ST交投,云南,建筑工程,20071221 -713,002201.SZ,正威新材,江苏,玻璃,20071226 -714,002202.SZ,金风科技,新疆,电气设备,20071226 -715,002203.SZ,海亮股份,浙江,铜,20080116 -716,002204.SZ,大连重工,辽宁,专用机械,20080116 -717,002205.SZ,国统股份,新疆,其他建材,20080123 -718,002206.SZ,海利得,浙江,化纤,20080123 -719,002207.SZ,准油股份,新疆,石油开采,20080128 -720,002208.SZ,合肥城建,安徽,区域地产,20080128 -721,002209.SZ,达意隆,广东,轻工机械,20080130 -722,002210.SZ,飞马国际,深圳,环境保护,20080130 -723,002211.SZ,宏达新材,上海,橡胶,20080201 -724,002212.SZ,天融信,广东,软件服务,20080201 -725,002213.SZ,大为股份,深圳,半导体,20080201 -726,002214.SZ,大立科技,浙江,电器仪表,20080218 -727,002215.SZ,诺普信,深圳,农药化肥,20080218 -728,002216.SZ,三全食品,河南,食品,20080220 -729,002217.SZ,合力泰,福建,元器件,20080220 -730,002218.SZ,拓日新能,深圳,电气设备,20080228 -731,002219.SZ,新里程,甘肃,医疗保健,20080306 -732,002221.SZ,东华能源,江苏,石油贸易,20080306 -733,002222.SZ,福晶科技,福建,元器件,20080319 -734,002223.SZ,鱼跃医疗,江苏,医疗保健,20080418 -735,002224.SZ,三力士,浙江,橡胶,20080425 -736,002225.SZ,濮耐股份,河南,其他建材,20080425 -737,002226.SZ,江南化工,安徽,化工原料,20080506 -738,002227.SZ,奥特迅,深圳,电气设备,20080506 -739,002228.SZ,合兴包装,福建,广告包装,20080508 -740,002229.SZ,鸿博股份,福建,广告包装,20080508 -741,002230.SZ,科大讯飞,安徽,软件服务,20080512 -742,002231.SZ,奥维通信,辽宁,通信设备,20080512 -743,002232.SZ,启明信息,吉林,软件服务,20080509 -744,002233.SZ,塔牌集团,广东,水泥,20080516 -745,002234.SZ,民和股份,山东,农业综合,20080516 -746,002235.SZ,安妮股份,福建,造纸,20080516 -747,002236.SZ,大华股份,浙江,IT设备,20080520 -748,002237.SZ,恒邦股份,山东,黄金,20080520 -749,002238.SZ,天威视讯,深圳,影视音像,20080526 -750,002239.SZ,奥特佳,江苏,汽车配件,20080522 -751,002240.SZ,盛新锂能,四川,小金属,20080523 -752,002241.SZ,歌尔股份,山东,元器件,20080522 -753,002242.SZ,九阳股份,山东,家用电器,20080528 -754,002243.SZ,力合科创,深圳,塑料,20080528 -755,002244.SZ,滨江集团,浙江,区域地产,20080529 -756,002245.SZ,蔚蓝锂芯,江苏,电气设备,20080605 -757,002246.SZ,北化股份,四川,化工原料,20080605 -758,002247.SZ,聚力文化,浙江,其他建材,20080612 -759,002248.SZ,华东数控,山东,机床制造,20080612 -760,002249.SZ,大洋电机,广东,电气设备,20080619 -761,002250.SZ,联化科技,浙江,化工原料,20080619 -762,002251.SZ,*ST步高,湖南,超市连锁,20080619 -763,002252.SZ,上海莱士,上海,生物制药,20080623 -764,002253.SZ,川大智胜,四川,软件服务,20080623 -765,002254.SZ,泰和新材,山东,化纤,20080625 -766,002255.SZ,海陆重工,江苏,专用机械,20080625 -767,002256.SZ,兆新股份,深圳,新型电力,20080625 -768,002258.SZ,利尔化学,四川,农药化肥,20080708 -769,002259.SZ,ST升达,四川,供气供热,20080716 -770,002261.SZ,拓维信息,湖南,软件服务,20080723 -771,002262.SZ,恩华药业,江苏,化学制药,20080723 -772,002263.SZ,大东南,浙江,塑料,20080728 -773,002264.SZ,新华都,福建,互联网,20080731 -774,002265.SZ,建设工业,云南,专用机械,20080806 -775,002266.SZ,浙富控股,浙江,环境保护,20080806 -776,002267.SZ,陕天然气,陕西,供气供热,20080813 -777,002268.SZ,电科网安,四川,软件服务,20080811 -778,002269.SZ,美邦服饰,上海,服饰,20080828 -779,002270.SZ,华明装备,山东,电气设备,20080905 -780,002271.SZ,东方雨虹,北京,其他建材,20080910 -781,002272.SZ,川润股份,四川,机械基件,20080919 -782,002273.SZ,水晶光电,浙江,元器件,20080919 -783,002274.SZ,华昌化工,江苏,农药化肥,20080925 -784,002275.SZ,桂林三金,广西,中成药,20090710 -785,002276.SZ,万马股份,浙江,电气设备,20090710 -786,002277.SZ,友阿股份,湖南,百货,20090717 -787,002278.SZ,神开股份,上海,化工机械,20090811 -788,002279.SZ,久其软件,北京,软件服务,20090811 -789,002280.SZ,联络互动,浙江,软件服务,20090821 -790,002281.SZ,光迅科技,湖北,通信设备,20090821 -791,002282.SZ,博深股份,河北,机械基件,20090821 -792,002283.SZ,天润工业,山东,汽车配件,20090821 -793,002284.SZ,亚太股份,浙江,汽车配件,20090828 -794,002285.SZ,世联行,深圳,房产服务,20090828 -795,002286.SZ,保龄宝,山东,食品,20090828 -796,002287.SZ,奇正藏药,西藏,中成药,20090828 -797,002288.SZ,超华科技,广东,元器件,20090903 -798,002289.SZ,ST宇顺,深圳,元器件,20090903 -799,002290.SZ,禾盛新材,江苏,家用电器,20090903 -800,002291.SZ,遥望科技,广东,广告包装,20090903 -801,002292.SZ,奥飞娱乐,广东,影视音像,20090910 -802,002293.SZ,罗莱生活,江苏,纺织,20090910 -803,002294.SZ,信立泰,深圳,化学制药,20090910 -804,002295.SZ,精艺股份,广东,铜,20090929 -805,002296.SZ,辉煌科技,河南,通信设备,20090929 -806,002297.SZ,博云新材,湖南,航空,20090929 -807,002298.SZ,中电兴发,安徽,软件服务,20090929 -808,002299.SZ,圣农发展,福建,农业综合,20091021 -809,002300.SZ,太阳电缆,福建,电气设备,20091021 -810,002301.SZ,齐心集团,深圳,文教休闲,20091021 -811,002302.SZ,西部建设,新疆,水泥,20091103 -812,002303.SZ,美盈森,深圳,造纸,20091103 -813,002304.SZ,洋河股份,江苏,白酒,20091106 -814,002305.SZ,南国置业,湖北,区域地产,20091106 -815,002306.SZ,中科云网,北京,酒店餐饮,20091111 -816,002307.SZ,北新路桥,新疆,建筑工程,20091111 -817,002308.SZ,威创股份,广东,IT设备,20091127 -818,002309.SZ,ST中利,江苏,电气设备,20091127 -819,002310.SZ,东方园林,北京,建筑工程,20091127 -820,002311.SZ,海大集团,广东,饲料,20091127 -821,002312.SZ,川发龙蟒,四川,化工原料,20091203 -822,002313.SZ,日海智能,深圳,通信设备,20091203 -823,002314.SZ,南山控股,深圳,区域地产,20091203 -824,002315.SZ,焦点科技,江苏,互联网,20091209 -825,002316.SZ,亚联发展,吉林,软件服务,20091209 -826,002317.SZ,众生药业,广东,中成药,20091211 -827,002318.SZ,久立特材,浙江,特种钢,20091211 -828,002319.SZ,乐通股份,广东,染料涂料,20091211 -829,002320.SZ,海峡股份,海南,水运,20091216 -830,002321.SZ,华英农业,河南,农业综合,20091216 -831,002322.SZ,理工能科,浙江,软件服务,20091218 -832,002323.SZ,雅博股份,山东,建筑工程,20091218 -833,002324.SZ,普利特,上海,塑料,20091218 -834,002325.SZ,洪涛股份,深圳,装修装饰,20091222 -835,002326.SZ,永太科技,浙江,化工原料,20091222 -836,002327.SZ,富安娜,深圳,纺织,20091230 -837,002328.SZ,新朋股份,上海,汽车配件,20091230 -838,002329.SZ,皇氏集团,广西,乳制品,20100106 -839,002330.SZ,得利斯,山东,食品,20100106 -840,002331.SZ,皖通科技,安徽,软件服务,20100106 -841,002332.SZ,仙琚制药,浙江,化学制药,20100112 -842,002333.SZ,罗普斯金,江苏,其他建材,20100112 -843,002334.SZ,英威腾,深圳,电气设备,20100113 -844,002335.SZ,科华数据,福建,电气设备,20100113 -845,002336.SZ,人人乐,深圳,超市连锁,20100113 -846,002337.SZ,赛象科技,天津,化工机械,20100115 -847,002338.SZ,奥普光电,吉林,电器仪表,20100115 -848,002339.SZ,积成电子,山东,电气设备,20100122 -849,002340.SZ,格林美,深圳,小金属,20100122 -850,002341.SZ,新纶新材,深圳,化工原料,20100122 -851,002342.SZ,巨力索具,河北,机械基件,20100126 -852,002343.SZ,慈文传媒,江西,影视音像,20100126 -853,002344.SZ,海宁皮城,浙江,商品城,20100126 -854,002345.SZ,潮宏基,广东,服饰,20100128 -855,002346.SZ,柘中股份,上海,电气设备,20100128 -856,002347.SZ,泰尔股份,安徽,机械基件,20100128 -857,002348.SZ,高乐股份,广东,文教休闲,20100203 -858,002349.SZ,精华制药,江苏,中成药,20100203 -859,002350.SZ,北京科锐,北京,电气设备,20100203 -860,002351.SZ,漫步者,深圳,IT设备,20100205 -861,002352.SZ,顺丰控股,深圳,仓储物流,20100205 -862,002353.SZ,杰瑞股份,山东,化工机械,20100205 -863,002354.SZ,天娱数科,辽宁,互联网,20100209 -864,002355.SZ,兴民智通,山东,汽车配件,20100209 -865,002356.SZ,赫美集团,深圳,其他商业,20100209 -866,002357.SZ,富临运业,四川,公路,20100210 -867,002358.SZ,森源电气,河南,电气设备,20100210 -868,002360.SZ,同德化工,山西,化工原料,20100303 -869,002361.SZ,神剑股份,安徽,化工原料,20100303 -870,002362.SZ,汉王科技,北京,软件服务,20100303 -871,002363.SZ,隆基机械,山东,汽车配件,20100305 -872,002364.SZ,中恒电气,浙江,电气设备,20100305 -873,002365.SZ,永安药业,湖北,化学制药,20100305 -874,002366.SZ,融发核电,四川,专用机械,20100312 -875,002367.SZ,康力电梯,江苏,运输设备,20100312 -876,002368.SZ,太极股份,北京,软件服务,20100312 -877,002369.SZ,卓翼科技,深圳,通信设备,20100316 -878,002370.SZ,亚太药业,浙江,化学制药,20100316 -879,002371.SZ,北方华创,北京,半导体,20100316 -880,002372.SZ,伟星新材,浙江,其他建材,20100318 -881,002373.SZ,千方科技,北京,软件服务,20100318 -882,002374.SZ,中锐股份,山东,广告包装,20100318 -883,002375.SZ,亚厦股份,浙江,装修装饰,20100323 -884,002376.SZ,新北洋,山东,IT设备,20100323 -885,002377.SZ,国创高新,湖北,其他建材,20100323 -886,002378.SZ,章源钨业,江西,小金属,20100331 -887,002379.SZ,宏创控股,山东,铝,20100331 -888,002380.SZ,科远智慧,江苏,软件服务,20100331 -889,002381.SZ,双箭股份,浙江,橡胶,20100402 -890,002382.SZ,蓝帆医疗,山东,医疗保健,20100402 -891,002383.SZ,合众思壮,北京,通信设备,20100402 -892,002384.SZ,东山精密,江苏,元器件,20100409 -893,002385.SZ,大北农,北京,饲料,20100409 -894,002386.SZ,天原股份,四川,化工原料,20100409 -895,002387.SZ,维信诺,江苏,元器件,20100413 -896,002388.SZ,新亚制程,浙江,元器件,20100413 -897,002389.SZ,航天彩虹,浙江,航空,20100413 -898,002390.SZ,信邦制药,贵州,医药商业,20100416 -899,002391.SZ,长青股份,江苏,农药化肥,20100416 -900,002392.SZ,北京利尔,北京,其他建材,20100423 -901,002393.SZ,力生制药,天津,化学制药,20100423 -902,002394.SZ,联发股份,江苏,纺织,20100423 -903,002395.SZ,双象股份,江苏,塑料,20100429 -904,002396.SZ,星网锐捷,福建,通信设备,20100623 -905,002397.SZ,梦洁股份,湖南,纺织,20100429 -906,002398.SZ,垒知集团,福建,其他建材,20100506 -907,002399.SZ,海普瑞,深圳,化学制药,20100506 -908,002400.SZ,省广集团,广东,广告包装,20100506 -909,002401.SZ,中远海科,上海,软件服务,20100506 -910,002402.SZ,和而泰,深圳,元器件,20100511 -911,002403.SZ,爱仕达,浙江,家用电器,20100511 -912,002404.SZ,嘉欣丝绸,浙江,纺织,20100511 -913,002405.SZ,四维图新,北京,软件服务,20100518 -914,002406.SZ,远东传动,河南,汽车配件,20100518 -915,002407.SZ,多氟多,河南,化工原料,20100518 -916,002408.SZ,齐翔腾达,山东,化工原料,20100518 -917,002409.SZ,雅克科技,江苏,半导体,20100525 -918,002410.SZ,广联达,北京,软件服务,20100525 -919,002412.SZ,汉森制药,湖南,中成药,20100525 -920,002413.SZ,雷科防务,北京,通信设备,20100528 -921,002414.SZ,高德红外,湖北,电器仪表,20100716 -922,002415.SZ,海康威视,浙江,IT设备,20100528 -923,002416.SZ,爱施德,深圳,电器连锁,20100528 -924,002418.SZ,康盛股份,浙江,家用电器,20100601 -925,002419.SZ,天虹股份,深圳,百货,20100601 -926,002420.SZ,毅昌科技,广东,家用电器,20100601 -927,002421.SZ,达实智能,深圳,软件服务,20100603 -928,002422.SZ,科伦药业,四川,化学制药,20100603 -929,002423.SZ,中粮资本,河南,多元金融,20100603 -930,002424.SZ,贵州百灵,贵州,中成药,20100603 -931,002425.SZ,凯撒文化,广东,互联网,20100608 -932,002426.SZ,胜利精密,江苏,元器件,20100608 -933,002427.SZ,尤夫股份,浙江,化纤,20100608 -934,002428.SZ,云南锗业,云南,小金属,20100608 -935,002429.SZ,兆驰股份,深圳,家用电器,20100610 -936,002430.SZ,杭氧股份,浙江,化工机械,20100610 -937,002431.SZ,棕榈股份,河南,建筑工程,20100610 -938,002432.SZ,九安医疗,天津,医疗保健,20100610 -939,002433.SZ,*ST太安,广东,中成药,20100618 -940,002434.SZ,万里扬,浙江,汽车配件,20100618 -941,002435.SZ,长江健康,江苏,化学制药,20100618 -942,002436.SZ,兴森科技,深圳,元器件,20100618 -943,002437.SZ,誉衡药业,黑龙江,化学制药,20100623 -944,002438.SZ,江苏神通,江苏,机械基件,20100623 -945,002439.SZ,启明星辰,北京,软件服务,20100623 -946,002440.SZ,闰土股份,浙江,染料涂料,20100706 -947,002441.SZ,众业达,广东,电气设备,20100706 -948,002442.SZ,龙星化工,河北,化工原料,20100706 -949,002443.SZ,金洲管道,浙江,钢加工,20100706 -950,002444.SZ,巨星科技,浙江,轻工机械,20100713 -951,002445.SZ,中南文化,江苏,钢加工,20100713 -952,002446.SZ,盛路通信,广东,通信设备,20100713 -953,002448.SZ,中原内配,河南,汽车配件,20100716 -954,002449.SZ,国星光电,广东,半导体,20100716 -955,002451.SZ,摩恩电气,上海,电气设备,20100720 -956,002452.SZ,长高电新,湖南,电气设备,20100720 -957,002453.SZ,华软科技,江苏,化工原料,20100720 -958,002454.SZ,松芝股份,上海,汽车配件,20100720 -959,002455.SZ,百川股份,江苏,化工原料,20100803 -960,002456.SZ,欧菲光,深圳,元器件,20100803 -961,002457.SZ,青龙管业,宁夏,塑料,20100803 -962,002458.SZ,益生股份,山东,农业综合,20100810 -963,002459.SZ,晶澳科技,河北,电气设备,20100810 -964,002460.SZ,赣锋锂业,江西,小金属,20100810 -965,002461.SZ,珠江啤酒,广东,啤酒,20100818 -966,002462.SZ,嘉事堂,北京,医药商业,20100818 -967,002463.SZ,沪电股份,江苏,元器件,20100818 -968,002465.SZ,海格通信,广东,通信设备,20100831 -969,002466.SZ,天齐锂业,四川,小金属,20100831 -970,002467.SZ,二六三,北京,互联网,20100908 -971,002468.SZ,申通快递,浙江,仓储物流,20100908 -972,002469.SZ,三维化学,山东,化工原料,20100908 -973,002470.SZ,金正大,山东,农药化肥,20100908 -974,002471.SZ,中超控股,江苏,电气设备,20100910 -975,002472.SZ,双环传动,浙江,汽车配件,20100910 -976,002474.SZ,榕基软件,福建,软件服务,20100915 -977,002475.SZ,立讯精密,深圳,元器件,20100915 -978,002476.SZ,宝莫股份,山东,化工原料,20100915 -979,002478.SZ,常宝股份,江苏,钢加工,20100921 -980,002479.SZ,富春环保,浙江,环境保护,20100921 -981,002480.SZ,新筑股份,四川,机械基件,20100921 -982,002481.SZ,双塔食品,山东,食品,20100921 -983,002482.SZ,*ST广田,深圳,装修装饰,20100929 -984,002483.SZ,润邦股份,江苏,工程机械,20100929 -985,002484.SZ,江海股份,江苏,元器件,20100929 -986,002485.SZ,ST雪发,山东,商贸代理,20101015 -987,002486.SZ,嘉麟杰,上海,服饰,20101015 -988,002487.SZ,大金重工,辽宁,电气设备,20101015 -989,002488.SZ,金固股份,浙江,汽车配件,20101021 -990,002489.SZ,浙江永强,浙江,家居用品,20101021 -991,002490.SZ,山东墨龙,山东,化工机械,20101021 -992,002491.SZ,通鼎互联,江苏,通信设备,20101021 -993,002492.SZ,恒基达鑫,广东,仓储物流,20101102 -994,002493.SZ,荣盛石化,浙江,化纤,20101102 -995,002494.SZ,华斯股份,河北,服饰,20101102 -996,002495.SZ,佳隆股份,广东,食品,20101102 -997,002496.SZ,辉丰股份,江苏,农药化肥,20101109 -998,002497.SZ,雅化集团,四川,小金属,20101109 -999,002498.SZ,汉缆股份,山东,电气设备,20101109 -1000,002500.SZ,山西证券,山西,证券,20101115 -1001,002501.SZ,利源股份,吉林,铝,20101117 -1002,002502.SZ,ST鼎龙,广东,互联网,20101117 -1003,002505.SZ,鹏都农牧,湖南,商贸代理,20101118 -1004,002506.SZ,协鑫集成,上海,电气设备,20101118 -1005,002507.SZ,涪陵榨菜,重庆,食品,20101123 -1006,002508.SZ,老板电器,浙江,家用电器,20101123 -1007,002510.SZ,天汽模,天津,汽车配件,20101125 -1008,002511.SZ,中顺洁柔,广东,造纸,20101125 -1009,002512.SZ,达华智能,福建,元器件,20101203 -1010,002513.SZ,蓝丰生化,江苏,农药化肥,20101203 -1011,002514.SZ,宝馨科技,江苏,机械基件,20101203 -1012,002515.SZ,金字火腿,浙江,食品,20101203 -1013,002516.SZ,旷达科技,江苏,汽车配件,20101207 -1014,002517.SZ,恺英网络,福建,互联网,20101207 -1015,002518.SZ,科士达,深圳,电气设备,20101207 -1016,002519.SZ,银河电子,江苏,通信设备,20101207 -1017,002520.SZ,日发精机,浙江,机床制造,20101210 -1018,002521.SZ,齐峰新材,山东,造纸,20101210 -1019,002522.SZ,浙江众成,浙江,塑料,20101210 -1020,002523.SZ,天桥起重,湖南,工程机械,20101210 -1021,002524.SZ,光正眼科,新疆,医疗保健,20101217 -1022,002526.SZ,山东矿机,山东,工程机械,20101217 -1023,002527.SZ,新时达,上海,电器仪表,20101224 -1024,002528.SZ,英飞拓,深圳,IT设备,20101224 -1025,002529.SZ,海源复材,江西,专用机械,20101224 -1026,002530.SZ,金财互联,江苏,专用机械,20101231 -1027,002531.SZ,天顺风能,江苏,电气设备,20101231 -1028,002532.SZ,天山铝业,浙江,铝,20101231 -1029,002533.SZ,金杯电工,湖南,电气设备,20101231 -1030,002534.SZ,西子洁能,浙江,专用机械,20110110 -1031,002535.SZ,林州重机,河南,工程机械,20110111 -1032,002536.SZ,飞龙股份,河南,汽车配件,20110111 -1033,002537.SZ,海联金汇,山东,汽车配件,20110110 -1034,002538.SZ,司尔特,安徽,农药化肥,20110118 -1035,002539.SZ,云图控股,四川,农药化肥,20110118 -1036,002540.SZ,亚太科技,江苏,铝,20110118 -1037,002541.SZ,鸿路钢构,安徽,钢加工,20110118 -1038,002542.SZ,中化岩土,北京,建筑工程,20110128 -1039,002543.SZ,万和电气,广东,家用电器,20110128 -1040,002544.SZ,普天科技,广东,通信设备,20110128 -1041,002545.SZ,东方铁塔,山东,农药化肥,20110211 -1042,002546.SZ,新联电子,江苏,电气设备,20110211 -1043,002547.SZ,春兴精工,江苏,汽车配件,20110218 -1044,002548.SZ,金新农,深圳,饲料,20110218 -1045,002549.SZ,凯美特气,湖南,环境保护,20110218 -1046,002550.SZ,千红制药,江苏,生物制药,20110218 -1047,002551.SZ,尚荣医疗,深圳,医疗保健,20110225 -1048,002552.SZ,宝鼎科技,浙江,元器件,20110225 -1049,002553.SZ,南方精工,江苏,汽车配件,20110225 -1050,002554.SZ,惠博普,湖南,石油开采,20110225 -1051,002555.SZ,三七互娱,安徽,互联网,20110302 -1052,002556.SZ,辉隆股份,安徽,农药化肥,20110302 -1053,002557.SZ,洽洽食品,安徽,食品,20110302 -1054,002558.SZ,巨人网络,重庆,互联网,20110302 -1055,002559.SZ,亚威股份,江苏,机床制造,20110303 -1056,002560.SZ,通达股份,河南,电气设备,20110303 -1057,002561.SZ,徐家汇,上海,百货,20110303 -1058,002562.SZ,兄弟科技,浙江,化学制药,20110310 -1059,002563.SZ,森马服饰,浙江,服饰,20110311 -1060,002564.SZ,*ST天沃,江苏,化工机械,20110310 -1061,002565.SZ,顺灏股份,上海,造纸,20110318 -1062,002566.SZ,益盛药业,吉林,中成药,20110318 -1063,002567.SZ,唐人神,湖南,饲料,20110325 -1064,002568.SZ,百润股份,上海,红黄酒,20110325 -1065,002569.SZ,ST步森,浙江,服饰,20110412 -1066,002570.SZ,贝因美,浙江,乳制品,20110412 -1067,002571.SZ,德力股份,安徽,家居用品,20110412 -1068,002572.SZ,索菲亚,广东,家居用品,20110412 -1069,002573.SZ,清新环境,北京,环境保护,20110422 -1070,002574.SZ,明牌珠宝,浙江,服饰,20110422 -1071,002575.SZ,群兴玩具,广东,文教休闲,20110422 -1072,002576.SZ,通达动力,江苏,电气设备,20110428 -1073,002577.SZ,雷柏科技,深圳,IT设备,20110428 -1074,002578.SZ,闽发铝业,福建,铝,20110428 -1075,002579.SZ,中京电子,广东,元器件,20110506 -1076,002580.SZ,圣阳股份,山东,电气设备,20110506 -1077,002581.SZ,未名医药,山东,生物制药,20110520 -1078,002582.SZ,好想你,河南,食品,20110520 -1079,002583.SZ,海能达,深圳,通信设备,20110527 -1080,002584.SZ,西陇科学,广东,化工原料,20110602 -1081,002585.SZ,双星新材,江苏,塑料,20110602 -1082,002586.SZ,*ST围海,浙江,建筑工程,20110602 -1083,002587.SZ,奥拓电子,深圳,元器件,20110610 -1084,002588.SZ,史丹利,山东,农药化肥,20110610 -1085,002589.SZ,瑞康医药,山东,医药商业,20110610 -1086,002590.SZ,万安科技,浙江,汽车配件,20110610 -1087,002591.SZ,恒大高新,江西,环境保护,20110621 -1088,002592.SZ,ST八菱,广西,汽车配件,20111111 -1089,002593.SZ,日上集团,福建,钢加工,20110628 -1090,002594.SZ,比亚迪,深圳,汽车整车,20110630 -1091,002595.SZ,豪迈科技,山东,专用机械,20110628 -1092,002596.SZ,海南瑞泽,海南,其他建材,20110707 -1093,002597.SZ,金禾实业,安徽,食品,20110707 -1094,002598.SZ,山东章鼓,山东,机械基件,20110707 -1095,002599.SZ,盛通股份,北京,广告包装,20110715 -1096,002600.SZ,领益智造,广东,元器件,20110715 -1097,002601.SZ,龙佰集团,河南,化工原料,20110715 -1098,002602.SZ,世纪华通,浙江,互联网,20110728 -1099,002603.SZ,以岭药业,河北,中成药,20110728 -1100,002605.SZ,姚记科技,上海,互联网,20110805 -1101,002606.SZ,大连电瓷,辽宁,电气设备,20110805 -1102,002607.SZ,中公教育,安徽,文教休闲,20110810 -1103,002608.SZ,江苏国信,江苏,火力发电,20110810 -1104,002609.SZ,捷顺科技,深圳,软件服务,20110815 -1105,002610.SZ,爱康科技,浙江,电气设备,20110815 -1106,002611.SZ,东方精工,广东,轻工机械,20110830 -1107,002612.SZ,朗姿股份,北京,服饰,20110830 -1108,002613.SZ,北玻股份,河南,专用机械,20110830 -1109,002614.SZ,奥佳华,福建,家用电器,20110909 -1110,002615.SZ,哈尔斯,浙江,家居用品,20110909 -1111,002616.SZ,长青集团,广东,环境保护,20110920 -1112,002617.SZ,露笑科技,浙江,电气设备,20110920 -1113,002620.SZ,瑞和股份,深圳,装修装饰,20110929 -1114,002621.SZ,美吉姆,辽宁,文教休闲,20110929 -1115,002622.SZ,皓宸医疗,吉林,医疗保健,20111018 -1116,002623.SZ,亚玛顿,江苏,玻璃,20111013 -1117,002624.SZ,完美世界,浙江,互联网,20111028 -1118,002625.SZ,光启技术,深圳,航空,20111103 -1119,002626.SZ,金达威,福建,医疗保健,20111028 -1120,002627.SZ,三峡旅游,湖北,公共交通,20111103 -1121,002628.SZ,成都路桥,四川,建筑工程,20111103 -1122,002629.SZ,仁智股份,浙江,石油开采,20111103 -1123,002630.SZ,华西能源,四川,专用机械,20111111 -1124,002631.SZ,德尔未来,江苏,家居用品,20111111 -1125,002632.SZ,道明光学,浙江,塑料,20111122 -1126,002633.SZ,申科股份,浙江,机械基件,20111122 -1127,002634.SZ,棒杰股份,浙江,服饰,20111205 -1128,002635.SZ,安洁科技,江苏,元器件,20111125 -1129,002636.SZ,金安国纪,上海,元器件,20111125 -1130,002637.SZ,赞宇科技,浙江,日用化工,20111125 -1131,002638.SZ,勤上股份,广东,半导体,20111125 -1132,002639.SZ,雪人股份,福建,专用机械,20111205 -1133,002640.SZ,跨境通,山西,互联网,20111208 -1134,002641.SZ,公元股份,浙江,塑料,20111208 -1135,002642.SZ,荣联科技,北京,软件服务,20111220 -1136,002643.SZ,万润股份,山东,化工原料,20111220 -1137,002644.SZ,佛慈制药,甘肃,中成药,20111222 -1138,002645.SZ,华宏科技,江苏,专用机械,20111220 -1139,002646.SZ,天佑德酒,青海,白酒,20111222 -1140,002647.SZ,仁东控股,广东,多元金融,20111228 -1141,002648.SZ,卫星化学,浙江,化工原料,20111228 -1142,002649.SZ,博彦科技,北京,软件服务,20120106 -1143,002650.SZ,加加食品,湖南,食品,20120106 -1144,002651.SZ,利君股份,四川,专用机械,20120106 -1145,002652.SZ,扬子新材,江苏,其他建材,20120119 -1146,002653.SZ,海思科,西藏,化学制药,20120117 -1147,002654.SZ,万润科技,深圳,互联网,20120217 -1148,002655.SZ,共达电声,山东,元器件,20120217 -1149,002656.SZ,ST摩登,广东,服饰,20120228 -1150,002657.SZ,中科金财,北京,软件服务,20120228 -1151,002658.SZ,雪迪龙,北京,环境保护,20120309 -1152,002659.SZ,凯文教育,北京,文教休闲,20120309 -1153,002660.SZ,茂硕电源,深圳,电气设备,20120316 -1154,002661.SZ,克明食品,湖南,食品,20120316 -1155,002662.SZ,京威股份,北京,汽车配件,20120309 -1156,002663.SZ,普邦股份,广东,建筑工程,20120316 -1157,002664.SZ,信质集团,浙江,汽车配件,20120316 -1158,002665.SZ,首航高科,甘肃,电气设备,20120327 -1159,002666.SZ,德联集团,广东,化工原料,20120327 -1160,002667.SZ,威领股份,湖南,工程机械,20120329 -1161,002668.SZ,奥马电器,广东,家用电器,20120416 -1162,002669.SZ,康达新材,上海,化工原料,20120416 -1163,002670.SZ,国盛金控,江西,证券,20120416 -1164,002671.SZ,龙泉股份,山东,水泥,20120426 -1165,002672.SZ,东江环保,深圳,环境保护,20120426 -1166,002673.SZ,西部证券,陕西,证券,20120503 -1167,002674.SZ,兴业科技,福建,纺织,20120507 -1168,002675.SZ,东诚药业,山东,化学制药,20120525 -1169,002676.SZ,顺威股份,广东,家用电器,20120525 -1170,002677.SZ,浙江美大,浙江,家用电器,20120525 -1171,002678.SZ,珠江钢琴,广东,文教休闲,20120530 -1172,002679.SZ,福建金森,福建,林业,20120605 -1173,002681.SZ,奋达科技,深圳,元器件,20120605 -1174,002682.SZ,龙洲股份,福建,仓储物流,20120612 -1175,002683.SZ,广东宏大,广东,化工原料,20120612 -1176,002685.SZ,华东重机,江苏,机床制造,20120612 -1177,002686.SZ,亿利达,浙江,专用机械,20120703 -1178,002687.SZ,乔治白,浙江,服饰,20120713 -1179,002688.SZ,金河生物,内蒙,农业综合,20120713 -1180,002689.SZ,远大智能,辽宁,运输设备,20120717 -1181,002690.SZ,美亚光电,安徽,专用机械,20120731 -1182,002691.SZ,冀凯股份,河北,专用机械,20120731 -1183,002692.SZ,远程股份,江苏,电气设备,20120808 -1184,002693.SZ,双成药业,海南,生物制药,20120808 -1185,002694.SZ,顾地科技,湖北,塑料,20120816 -1186,002695.SZ,煌上煌,江西,食品,20120905 -1187,002696.SZ,百洋股份,广西,饲料,20120905 -1188,002697.SZ,红旗连锁,四川,超市连锁,20120905 -1189,002698.SZ,博实股份,黑龙江,化工机械,20120911 -1190,002699.SZ,*ST美盛,浙江,影视音像,20120911 -1191,002700.SZ,ST浩源,新疆,供气供热,20120921 -1192,002701.SZ,奥瑞金,北京,广告包装,20121011 -1193,002702.SZ,海欣食品,福建,食品,20121011 -1194,002703.SZ,浙江世宝,浙江,汽车配件,20121102 -1195,002705.SZ,新宝股份,广东,家用电器,20140121 -1196,002706.SZ,良信股份,上海,电气设备,20140121 -1197,002707.SZ,众信旅游,北京,旅游服务,20140123 -1198,002708.SZ,光洋股份,江苏,汽车配件,20140121 -1199,002709.SZ,天赐材料,广东,化工原料,20140123 -1200,002712.SZ,思美传媒,浙江,广告包装,20140123 -1201,002713.SZ,东易日盛,北京,装修装饰,20140219 -1202,002714.SZ,牧原股份,河南,农业综合,20140128 -1203,002715.SZ,登云股份,广东,汽车配件,20140219 -1204,002716.SZ,金贵银业,湖南,小金属,20140128 -1205,002717.SZ,岭南股份,广东,环境保护,20140219 -1206,002718.SZ,友邦吊顶,浙江,其他建材,20140128 -1207,002719.SZ,麦趣尔,新疆,乳制品,20140128 -1208,002721.SZ,*ST金一,北京,服饰,20140127 -1209,002722.SZ,物产金轮,江苏,纺织机械,20140128 -1210,002723.SZ,小崧股份,广东,家用电器,20140129 -1211,002724.SZ,海洋王,深圳,元器件,20141104 -1212,002725.SZ,跃岭股份,浙江,汽车配件,20140129 -1213,002726.SZ,龙大美食,山东,食品,20140626 -1214,002727.SZ,一心堂,云南,医药商业,20140702 -1215,002728.SZ,特一药业,广东,中成药,20140731 -1216,002729.SZ,好利科技,福建,元器件,20140912 -1217,002730.SZ,电光科技,浙江,专用机械,20141009 -1218,002731.SZ,萃华珠宝,辽宁,服饰,20141104 -1219,002732.SZ,燕塘乳业,广东,乳制品,20141205 -1220,002733.SZ,雄韬股份,深圳,电气设备,20141203 -1221,002734.SZ,利民股份,江苏,农药化肥,20150127 -1222,002735.SZ,王子新材,深圳,塑料,20141203 -1223,002736.SZ,国信证券,深圳,证券,20141229 -1224,002737.SZ,葵花药业,黑龙江,中成药,20141230 -1225,002738.SZ,中矿资源,北京,小金属,20141230 -1226,002739.SZ,万达电影,北京,影视音像,20150122 -1227,002741.SZ,光华科技,广东,化工原料,20150216 -1228,002742.SZ,ST三圣,重庆,其他建材,20150217 -1229,002743.SZ,富煌钢构,安徽,钢加工,20150217 -1230,002745.SZ,木林森,广东,元器件,20150217 -1231,002746.SZ,仙坛股份,山东,农业综合,20150216 -1232,002747.SZ,埃斯顿,江苏,机械基件,20150320 -1233,002748.SZ,世龙实业,江西,化工原料,20150319 -1234,002749.SZ,国光股份,四川,农药化肥,20150320 -1235,002750.SZ,龙津药业,云南,中成药,20150324 -1236,002752.SZ,昇兴股份,福建,广告包装,20150422 -1237,002753.SZ,永东股份,山西,化工原料,20150519 -1238,002755.SZ,奥赛康,北京,化学制药,20150515 -1239,002756.SZ,永兴材料,浙江,小金属,20150515 -1240,002757.SZ,南兴股份,广东,专用机械,20150527 -1241,002758.SZ,浙农股份,浙江,汽车服务,20150527 -1242,002759.SZ,天际股份,广东,家用电器,20150528 -1243,002760.SZ,凤形股份,江西,机械基件,20150611 -1244,002761.SZ,浙江建投,浙江,建筑工程,20150610 -1245,002762.SZ,金发拉比,广东,服饰,20150610 -1246,002763.SZ,汇洁股份,深圳,服饰,20150610 -1247,002765.SZ,蓝黛科技,重庆,元器件,20150612 -1248,002766.SZ,索菱股份,深圳,汽车配件,20150611 -1249,002767.SZ,先锋电子,浙江,电器仪表,20150612 -1250,002768.SZ,国恩股份,山东,塑料,20150630 -1251,002769.SZ,普路通,深圳,仓储物流,20150629 -1252,002771.SZ,真视通,北京,软件服务,20150629 -1253,002772.SZ,众兴菌业,甘肃,种植业,20150626 -1254,002773.SZ,康弘药业,四川,化学制药,20150626 -1255,002774.SZ,快意电梯,广东,运输设备,20170324 -1256,002775.SZ,文科股份,广东,建筑工程,20150629 -1257,002777.SZ,久远银海,四川,软件服务,20151231 -1258,002778.SZ,中晟高科,江苏,环境保护,20160106 -1259,002779.SZ,中坚科技,浙江,农用机械,20151209 -1260,002780.SZ,三夫户外,北京,服饰,20151209 -1261,002782.SZ,可立克,深圳,电气设备,20151222 -1262,002783.SZ,凯龙股份,湖北,化工原料,20151209 -1263,002785.SZ,万里石,福建,其他建材,20151223 -1264,002786.SZ,银宝山新,深圳,专用机械,20151223 -1265,002787.SZ,华源控股,江苏,广告包装,20151231 -1266,002788.SZ,鹭燕医药,福建,医药商业,20160218 -1267,002789.SZ,建艺集团,深圳,装修装饰,20160311 -1268,002790.SZ,瑞尔特,福建,家居用品,20160308 -1269,002791.SZ,坚朗五金,广东,其他建材,20160329 -1270,002792.SZ,通宇通讯,广东,通信设备,20160328 -1271,002793.SZ,罗欣药业,山东,化学制药,20160415 -1272,002795.SZ,永和智控,浙江,机械基件,20160428 -1273,002796.SZ,世嘉科技,江苏,通信设备,20160510 -1274,002797.SZ,第一创业,深圳,证券,20160511 -1275,002798.SZ,帝欧家居,四川,家居用品,20160525 -1276,002799.SZ,环球印务,陕西,广告包装,20160608 -1277,002800.SZ,ST天顺,新疆,仓储物流,20160530 -1278,002801.SZ,微光股份,浙江,电气设备,20160622 -1279,002802.SZ,洪汇新材,江苏,化工原料,20160629 -1280,002803.SZ,吉宏股份,福建,互联网,20160712 -1281,002805.SZ,丰元股份,山东,电气设备,20160707 -1282,002806.SZ,华锋股份,广东,汽车配件,20160726 -1283,002807.SZ,江阴银行,江苏,银行,20160902 -1284,002808.SZ,ST恒久,江苏,元器件,20160812 -1285,002809.SZ,红墙股份,广东,化工原料,20160823 -1286,002810.SZ,山东赫达,山东,化工原料,20160826 -1287,002811.SZ,郑中设计,深圳,装修装饰,20160908 -1288,002812.SZ,恩捷股份,云南,电气设备,20160914 -1289,002813.SZ,路畅科技,深圳,汽车配件,20161012 -1290,002815.SZ,崇达技术,深圳,元器件,20161012 -1291,002816.SZ,*ST和科,深圳,专用机械,20161025 -1292,002817.SZ,黄山胶囊,安徽,化学制药,20161025 -1293,002818.SZ,富森美,四川,其他商业,20161109 -1294,002819.SZ,东方中科,北京,电器仪表,20161111 -1295,002820.SZ,桂发祥,天津,食品,20161118 -1296,002821.SZ,凯莱英,天津,生物制药,20161118 -1297,002822.SZ,ST中装,深圳,装修装饰,20161129 -1298,002823.SZ,凯中精密,深圳,机械基件,20161124 -1299,002824.SZ,和胜股份,广东,铝,20170112 -1300,002825.SZ,纳尔股份,上海,化工原料,20161129 -1301,002826.SZ,易明医药,西藏,化学制药,20161209 -1302,002827.SZ,高争民爆,西藏,化工原料,20161209 -1303,002828.SZ,贝肯能源,新疆,石油开采,20161208 -1304,002829.SZ,星网宇达,北京,航空,20161213 -1305,002830.SZ,名雕股份,深圳,装修装饰,20161213 -1306,002831.SZ,裕同科技,深圳,广告包装,20161216 -1307,002832.SZ,比音勒芬,广东,服饰,20161223 -1308,002833.SZ,弘亚数控,广东,专用机械,20161228 -1309,002835.SZ,同为股份,深圳,IT设备,20161228 -1310,002836.SZ,新宏泽,广东,广告包装,20161229 -1311,002837.SZ,英维克,深圳,专用机械,20161229 -1312,002838.SZ,道恩股份,山东,塑料,20170106 -1313,002839.SZ,张家港行,江苏,银行,20170124 -1314,002840.SZ,华统股份,浙江,食品,20170110 -1315,002841.SZ,视源股份,广东,元器件,20170119 -1316,002842.SZ,翔鹭钨业,广东,小金属,20170119 -1317,002843.SZ,泰嘉股份,湖南,钢加工,20170120 -1318,002845.SZ,同兴达,深圳,元器件,20170125 -1319,002846.SZ,英联股份,广东,广告包装,20170207 -1320,002847.SZ,盐津铺子,湖南,食品,20170208 -1321,002848.SZ,高斯贝尔,湖南,家用电器,20170213 -1322,002849.SZ,威星智能,浙江,电器仪表,20170217 -1323,002850.SZ,科达利,深圳,电气设备,20170302 -1324,002851.SZ,麦格米特,深圳,电气设备,20170306 -1325,002852.SZ,道道全,湖南,食品,20170310 -1326,002853.SZ,皮阿诺,广东,家居用品,20170310 -1327,002855.SZ,捷荣技术,广东,元器件,20170321 -1328,002856.SZ,美芝股份,深圳,装修装饰,20170320 -1329,002857.SZ,三晖电气,河南,电器仪表,20170323 -1330,002858.SZ,力盛体育,上海,文教休闲,20170324 -1331,002859.SZ,洁美科技,浙江,元器件,20170407 -1332,002860.SZ,星帅尔,浙江,家用电器,20170412 -1333,002861.SZ,瀛通通讯,湖北,元器件,20170413 -1334,002862.SZ,实丰文化,广东,文教休闲,20170411 -1335,002863.SZ,今飞凯达,浙江,汽车配件,20170418 -1336,002864.SZ,盘龙药业,陕西,中成药,20171116 -1337,002865.SZ,钧达股份,海南,电气设备,20170425 -1338,002866.SZ,传艺科技,江苏,IT设备,20170426 -1339,002867.SZ,周大生,深圳,服饰,20170427 -1340,002868.SZ,绿康生化,福建,农业综合,20170503 -1341,002869.SZ,金溢科技,深圳,通信设备,20170515 -1342,002870.SZ,香山股份,广东,汽车配件,20170515 -1343,002871.SZ,伟隆股份,山东,机械基件,20170511 -1344,002872.SZ,ST天圣,重庆,医药商业,20170519 -1345,002873.SZ,新天药业,贵州,中成药,20170519 -1346,002875.SZ,安奈儿,深圳,服饰,20170601 -1347,002876.SZ,三利谱,深圳,元器件,20170525 -1348,002877.SZ,智能自控,江苏,机械基件,20170605 -1349,002878.SZ,元隆雅图,北京,广告包装,20170606 -1350,002879.SZ,长缆科技,湖南,电气设备,20170707 -1351,002880.SZ,卫光生物,深圳,生物制药,20170616 -1352,002881.SZ,美格智能,深圳,通信设备,20170622 -1353,002882.SZ,金龙羽,深圳,电气设备,20170717 -1354,002883.SZ,中设股份,江苏,建筑工程,20170620 -1355,002884.SZ,凌霄泵业,广东,机械基件,20170711 -1356,002885.SZ,京泉华,深圳,元器件,20170627 -1357,002886.SZ,沃特股份,深圳,塑料,20170627 -1358,002887.SZ,绿茵生态,天津,环境保护,20170801 -1359,002888.SZ,惠威科技,广东,元器件,20170721 -1360,002889.SZ,东方嘉盛,深圳,仓储物流,20170731 -1361,002890.SZ,弘宇股份,山东,农用机械,20170802 -1362,002891.SZ,中宠股份,山东,饲料,20170821 -1363,002892.SZ,科力尔,湖南,电气设备,20170817 -1364,002893.SZ,京能热力,北京,供气供热,20170915 -1365,002895.SZ,川恒股份,贵州,化工原料,20170825 -1366,002896.SZ,中大力德,浙江,机械基件,20170829 -1367,002897.SZ,意华股份,浙江,元器件,20170907 -1368,002898.SZ,赛隆药业,广东,化学制药,20170912 -1369,002899.SZ,英派斯,山东,文教休闲,20170915 -1370,002900.SZ,哈三联,黑龙江,化学制药,20170922 -1371,002901.SZ,大博医疗,福建,医疗保健,20170922 -1372,002902.SZ,铭普光磁,广东,通信设备,20170929 -1373,002903.SZ,宇环数控,湖南,机床制造,20171013 -1374,002905.SZ,金逸影视,广东,影视音像,20171016 -1375,002906.SZ,华阳集团,广东,汽车配件,20171013 -1376,002907.SZ,华森制药,重庆,中成药,20171020 -1377,002908.SZ,德生科技,广东,元器件,20171020 -1378,002909.SZ,集泰股份,广东,化工原料,20171026 -1379,002910.SZ,庄园牧场,甘肃,乳制品,20171031 -1380,002911.SZ,佛燃能源,广东,供气供热,20171122 -1381,002912.SZ,中新赛克,深圳,IT设备,20171121 -1382,002913.SZ,奥士康,湖南,元器件,20171201 -1383,002915.SZ,中欣氟材,浙江,化工原料,20171205 -1384,002916.SZ,深南电路,深圳,元器件,20171213 -1385,002917.SZ,金奥博,深圳,化工原料,20171208 -1386,002918.SZ,蒙娜丽莎,广东,陶瓷,20171219 -1387,002919.SZ,名臣健康,广东,互联网,20171218 -1388,002920.SZ,德赛西威,广东,汽车配件,20171226 -1389,002921.SZ,联诚精密,山东,汽车配件,20171227 -1390,002922.SZ,伊戈尔,广东,电气设备,20171229 -1391,002923.SZ,润都股份,广东,化学制药,20180105 -1392,002925.SZ,盈趣科技,福建,元器件,20180115 -1393,002926.SZ,华西证券,四川,证券,20180205 -1394,002927.SZ,泰永长征,贵州,电气设备,20180223 -1395,002928.SZ,华夏航空,贵州,空运,20180302 -1396,002929.SZ,润建股份,广西,通信设备,20180301 -1397,002930.SZ,宏川智慧,广东,仓储物流,20180328 -1398,002931.SZ,锋龙股份,浙江,机械基件,20180403 -1399,002932.SZ,明德生物,湖北,医疗保健,20180710 -1400,002933.SZ,新兴装备,北京,航空,20180828 -1401,002935.SZ,天奥电子,四川,航空,20180903 -1402,002936.SZ,郑州银行,河南,银行,20180919 -1403,002937.SZ,兴瑞科技,浙江,元器件,20180926 -1404,002938.SZ,鹏鼎控股,深圳,元器件,20180918 -1405,002939.SZ,长城证券,深圳,证券,20181026 -1406,002940.SZ,昂利康,浙江,化学制药,20181023 -1407,002941.SZ,新疆交建,新疆,建筑工程,20181128 -1408,002942.SZ,新农股份,浙江,农药化肥,20181205 -1409,002943.SZ,宇晶股份,湖南,机床制造,20181129 -1410,002945.SZ,华林证券,西藏,证券,20190117 -1411,002946.SZ,新乳业,四川,乳制品,20190125 -1412,002947.SZ,恒铭达,江苏,元器件,20190201 -1413,002948.SZ,青岛银行,山东,银行,20190116 -1414,002949.SZ,华阳国际,深圳,建筑工程,20190226 -1415,002950.SZ,奥美医疗,湖北,医疗保健,20190311 -1416,002951.SZ,ST金时,四川,广告包装,20190315 -1417,002952.SZ,亚世光电,辽宁,元器件,20190328 -1418,002953.SZ,日丰股份,广东,电气设备,20190509 -1419,002955.SZ,鸿合科技,深圳,IT设备,20190523 -1420,002956.SZ,西麦食品,广西,食品,20190619 -1421,002957.SZ,科瑞技术,深圳,专用机械,20190726 -1422,002958.SZ,青农商行,山东,银行,20190326 -1423,002959.SZ,小熊电器,广东,家用电器,20190823 -1424,002960.SZ,青鸟消防,河北,专用机械,20190809 -1425,002961.SZ,瑞达期货,福建,多元金融,20190905 -1426,002962.SZ,五方光电,湖北,元器件,20190917 -1427,002963.SZ,豪尔赛,北京,装修装饰,20191028 -1428,002965.SZ,祥鑫科技,广东,汽车配件,20191025 -1429,002966.SZ,苏州银行,江苏,银行,20190802 -1430,002967.SZ,广电计量,广东,电器仪表,20191108 -1431,002968.SZ,新大正,重庆,房产服务,20191203 -1432,002969.SZ,嘉美包装,安徽,广告包装,20191202 -1433,002970.SZ,锐明技术,深圳,IT设备,20191217 -1434,002971.SZ,和远气体,湖北,化工原料,20200113 -1435,002972.SZ,科安达,深圳,运输设备,20191227 -1436,002973.SZ,侨银股份,广东,环境保护,20200106 -1437,002975.SZ,博杰股份,广东,专用机械,20200205 -1438,002976.SZ,瑞玛精密,江苏,汽车配件,20200306 -1439,002977.SZ,天箭科技,四川,通信设备,20200317 -1440,002978.SZ,安宁股份,四川,小金属,20200417 -1441,002979.SZ,雷赛智能,深圳,专用机械,20200408 -1442,002980.SZ,华盛昌,深圳,电器仪表,20200415 -1443,002981.SZ,朝阳科技,广东,元器件,20200417 -1444,002982.SZ,湘佳股份,湖南,农业综合,20200424 -1445,002983.SZ,芯瑞达,安徽,元器件,20200428 -1446,002984.SZ,森麒麟,山东,汽车配件,20200911 -1447,002985.SZ,北摩高科,北京,航空,20200429 -1448,002986.SZ,宇新股份,广东,化工原料,20200602 -1449,002987.SZ,京北方,北京,软件服务,20200507 -1450,002988.SZ,豪美新材,广东,铝,20200518 -1451,002989.SZ,中天精装,深圳,装修装饰,20200610 -1452,002990.SZ,盛视科技,深圳,软件服务,20200525 -1453,002991.SZ,甘源食品,江西,食品,20200731 -1454,002992.SZ,宝明科技,深圳,元器件,20200803 -1455,002993.SZ,奥海科技,广东,元器件,20200817 -1456,002995.SZ,天地在线,北京,互联网,20200805 -1457,002996.SZ,顺博合金,重庆,铝,20200828 -1458,002997.SZ,瑞鹄模具,安徽,专用机械,20200903 -1459,002998.SZ,优彩资源,江苏,化纤,20200925 -1460,002999.SZ,天禾股份,广东,批发业,20200903 -1461,003000.SZ,劲仔食品,湖南,食品,20200914 -1462,003001.SZ,中岩大地,北京,建筑工程,20201013 -1463,003002.SZ,壶化股份,山西,化工原料,20200922 -1464,003003.SZ,天元股份,广东,广告包装,20200921 -1465,003004.SZ,声迅股份,北京,软件服务,20201126 -1466,003005.SZ,竞业达,北京,软件服务,20200922 -1467,003006.SZ,百亚股份,重庆,造纸,20200921 -1468,003007.SZ,直真科技,北京,软件服务,20200923 -1469,003008.SZ,开普检测,河南,电气设备,20200923 -1470,003009.SZ,中天火箭,陕西,航空,20200925 -1471,003010.SZ,若羽臣,广东,互联网,20200925 -1472,003011.SZ,海象新材,浙江,家居用品,20200930 -1473,003012.SZ,东鹏控股,广东,陶瓷,20201019 -1474,003013.SZ,地铁设计,广东,建筑工程,20201022 -1475,003015.SZ,日久光电,江苏,元器件,20201021 -1476,003016.SZ,欣贺股份,福建,服饰,20201026 -1477,003017.SZ,大洋生物,浙江,化工原料,20201026 -1478,003018.SZ,金富科技,广东,塑料,20201106 -1479,003019.SZ,宸展光电,福建,元器件,20201117 -1480,003020.SZ,立方制药,安徽,化学制药,20201215 -1481,003021.SZ,兆威机电,深圳,元器件,20201204 -1482,003022.SZ,联泓新科,山东,化工原料,20201208 -1483,003023.SZ,彩虹集团,四川,家用电器,20201211 -1484,003025.SZ,思进智能,浙江,机床制造,20201211 -1485,003026.SZ,中晶科技,浙江,半导体,20201218 -1486,003027.SZ,同兴环保,安徽,环境保护,20201218 -1487,003028.SZ,振邦智能,深圳,元器件,20201228 -1488,003029.SZ,吉大正元,吉林,软件服务,20201224 -1489,003030.SZ,祖名股份,浙江,食品,20210106 -1490,003031.SZ,中瓷电子,河北,元器件,20210104 -1491,003032.SZ,传智教育,江苏,文教休闲,20210112 -1492,003033.SZ,征和工业,山东,汽车配件,20210111 -1493,003035.SZ,南网能源,广东,新型电力,20210119 -1494,003036.SZ,泰坦股份,浙江,纺织机械,20210128 -1495,003037.SZ,三和管桩,广东,水泥,20210204 -1496,003038.SZ,鑫铂股份,安徽,铝,20210210 -1497,003039.SZ,顺控发展,广东,水务,20210308 -1498,003040.SZ,楚天龙,广东,通信设备,20210322 -1499,003041.SZ,真爱美家,浙江,纺织,20210406 -1500,003042.SZ,中农联合,山东,农药化肥,20210406 -1501,003043.SZ,华亚智能,江苏,半导体,20210406 -1502,003816.SZ,中国广核,深圳,新型电力,20190826 -1503,300001.SZ,特锐德,山东,电气设备,20091030 -1504,300002.SZ,神州泰岳,北京,互联网,20091030 -1505,300003.SZ,乐普医疗,北京,医疗保健,20091030 -1506,300004.SZ,南风股份,广东,电气设备,20091030 -1507,300005.SZ,探路者,北京,服饰,20091030 -1508,300006.SZ,莱美药业,重庆,化学制药,20091030 -1509,300007.SZ,汉威科技,河南,电器仪表,20091030 -1510,300008.SZ,天海防务,上海,船舶,20091030 -1511,300009.SZ,安科生物,安徽,生物制药,20091030 -1512,300010.SZ,*ST豆神,北京,软件服务,20091030 -1513,300011.SZ,鼎汉技术,北京,运输设备,20091030 -1514,300012.SZ,华测检测,深圳,电器仪表,20091030 -1515,300013.SZ,新宁物流,河南,仓储物流,20091030 -1516,300014.SZ,亿纬锂能,广东,电气设备,20091030 -1517,300015.SZ,爱尔眼科,湖南,医疗保健,20091030 -1518,300016.SZ,北陆药业,北京,化学制药,20091030 -1519,300017.SZ,网宿科技,上海,软件服务,20091030 -1520,300018.SZ,中元股份,湖北,电气设备,20091030 -1521,300019.SZ,硅宝科技,四川,化工原料,20091030 -1522,300020.SZ,银江技术,浙江,软件服务,20091030 -1523,300021.SZ,大禹节水,甘肃,建筑工程,20091030 -1524,300022.SZ,吉峰科技,四川,农用机械,20091030 -1525,300024.SZ,机器人,辽宁,专用机械,20091030 -1526,300025.SZ,华星创业,浙江,通信设备,20091030 -1527,300026.SZ,红日药业,天津,中成药,20091030 -1528,300027.SZ,华谊兄弟,浙江,影视音像,20091030 -1529,300029.SZ,ST天龙,江苏,电气设备,20091225 -1530,300030.SZ,阳普医疗,广东,医疗保健,20091225 -1531,300031.SZ,宝通科技,江苏,互联网,20091225 -1532,300032.SZ,金龙机电,浙江,元器件,20091225 -1533,300033.SZ,同花顺,浙江,软件服务,20091225 -1534,300034.SZ,钢研高纳,北京,航空,20091225 -1535,300035.SZ,中科电气,湖南,电气设备,20091225 -1536,300036.SZ,超图软件,北京,软件服务,20091225 -1537,300037.SZ,新宙邦,深圳,化工原料,20100108 -1538,300039.SZ,上海凯宝,上海,中成药,20100108 -1539,300040.SZ,九洲集团,黑龙江,电气设备,20100108 -1540,300041.SZ,回天新材,湖北,化工原料,20100108 -1541,300042.SZ,朗科科技,深圳,IT设备,20100108 -1542,300043.SZ,星辉娱乐,广东,互联网,20100120 -1543,300044.SZ,赛为智能,深圳,软件服务,20100120 -1544,300045.SZ,华力创通,北京,IT设备,20100120 -1545,300046.SZ,台基股份,湖北,半导体,20100120 -1546,300047.SZ,天源迪科,深圳,软件服务,20100120 -1547,300048.SZ,合康新能,北京,电气设备,20100120 -1548,300049.SZ,福瑞股份,内蒙,医疗保健,20100120 -1549,300050.SZ,世纪鼎利,广东,通信设备,20100120 -1550,300051.SZ,琏升科技,江苏,互联网,20100211 -1551,300052.SZ,中青宝,深圳,互联网,20100211 -1552,300053.SZ,航宇微,广东,半导体,20100211 -1553,300054.SZ,鼎龙股份,湖北,化工原料,20100211 -1554,300055.SZ,万邦达,北京,环境保护,20100226 -1555,300056.SZ,中创环保,福建,环境保护,20100226 -1556,300057.SZ,万顺新材,广东,铝,20100226 -1557,300058.SZ,蓝色光标,北京,广告包装,20100226 -1558,300059.SZ,东方财富,上海,证券,20100319 -1559,300061.SZ,旗天科技,上海,互联网,20100319 -1560,300062.SZ,中能电气,福建,电气设备,20100319 -1561,300063.SZ,天龙集团,广东,互联网,20100326 -1562,300065.SZ,海兰信,北京,船舶,20100326 -1563,300066.SZ,三川智慧,江西,电器仪表,20100326 -1564,300067.SZ,安诺其,上海,染料涂料,20100421 -1565,300068.SZ,南都电源,浙江,电气设备,20100421 -1566,300069.SZ,金利华电,山西,电气设备,20100421 -1567,300070.SZ,碧水源,北京,环境保护,20100421 -1568,300071.SZ,福石控股,北京,广告包装,20100421 -1569,300072.SZ,海新能科,北京,环境保护,20100427 -1570,300073.SZ,当升科技,北京,电气设备,20100427 -1571,300074.SZ,华平股份,上海,软件服务,20100427 -1572,300075.SZ,数字政通,北京,软件服务,20100427 -1573,300076.SZ,GQY视讯,浙江,IT设备,20100430 -1574,300077.SZ,国民技术,深圳,半导体,20100430 -1575,300078.SZ,思创医惠,浙江,软件服务,20100430 -1576,300079.SZ,数码视讯,北京,通信设备,20100430 -1577,300080.SZ,易成新能,河南,电气设备,20100625 -1578,300081.SZ,恒信东方,北京,文教休闲,20100520 -1579,300082.SZ,奥克股份,辽宁,化工原料,20100520 -1580,300083.SZ,创世纪,广东,机床制造,20100520 -1581,300084.SZ,海默科技,甘肃,专用机械,20100520 -1582,300085.SZ,银之杰,深圳,软件服务,20100526 -1583,300086.SZ,康芝药业,海南,化学制药,20100526 -1584,300087.SZ,荃银高科,安徽,种植业,20100526 -1585,300088.SZ,长信科技,安徽,元器件,20100526 -1586,300091.SZ,金通灵,江苏,机械基件,20100625 -1587,300092.SZ,科新机电,四川,专用机械,20100708 -1588,300093.SZ,金刚光伏,甘肃,电气设备,20100708 -1589,300094.SZ,国联水产,广东,渔业,20100708 -1590,300095.SZ,华伍股份,江西,电气设备,20100728 -1591,300096.SZ,ST易联众,福建,软件服务,20100728 -1592,300097.SZ,智云股份,辽宁,专用机械,20100728 -1593,300098.SZ,高新兴,广东,软件服务,20100728 -1594,300099.SZ,尤洛卡,山东,电器仪表,20100806 -1595,300100.SZ,双林股份,浙江,汽车服务,20100806 -1596,300101.SZ,振芯科技,四川,通信设备,20100806 -1597,300102.SZ,乾照光电,福建,半导体,20100812 -1598,300103.SZ,达刚控股,陕西,环境保护,20100812 -1599,300105.SZ,龙源技术,山东,电器仪表,20100820 -1600,300106.SZ,西部牧业,新疆,乳制品,20100820 -1601,300107.SZ,建新股份,河北,化工原料,20100820 -1602,300108.SZ,ST吉药,吉林,中成药,20100825 -1603,300109.SZ,新开源,河南,化工原料,20100825 -1604,300110.SZ,华仁药业,山东,化学制药,20100825 -1605,300111.SZ,向日葵,浙江,化学制药,20100827 -1606,300112.SZ,万讯自控,深圳,电器仪表,20100827 -1607,300113.SZ,顺网科技,浙江,互联网,20100827 -1608,300114.SZ,中航电测,陕西,电器仪表,20100827 -1609,300115.SZ,长盈精密,深圳,元器件,20100902 -1610,300116.SZ,保力新,陕西,电气设备,20100902 -1611,300117.SZ,嘉寓股份,北京,电气设备,20100902 -1612,300118.SZ,东方日升,浙江,电气设备,20100902 -1613,300119.SZ,瑞普生物,天津,农业综合,20100917 -1614,300120.SZ,经纬辉开,天津,元器件,20100917 -1615,300121.SZ,阳谷华泰,山东,化工原料,20100917 -1616,300122.SZ,智飞生物,重庆,生物制药,20100928 -1617,300123.SZ,亚光科技,湖南,半导体,20100928 -1618,300124.SZ,汇川技术,深圳,电器仪表,20100928 -1619,300125.SZ,聆达股份,辽宁,电气设备,20101013 -1620,300126.SZ,锐奇股份,上海,轻工机械,20101013 -1621,300127.SZ,银河磁体,四川,矿物制品,20101013 -1622,300128.SZ,锦富技术,江苏,元器件,20101013 -1623,300129.SZ,泰胜风能,上海,电气设备,20101019 -1624,300130.SZ,新国都,深圳,IT设备,20101019 -1625,300131.SZ,英唐智控,深圳,元器件,20101019 -1626,300132.SZ,青松股份,福建,化工原料,20101026 -1627,300133.SZ,华策影视,浙江,影视音像,20101026 -1628,300134.SZ,大富科技,安徽,通信设备,20101026 -1629,300135.SZ,宝利国际,江苏,化工原料,20101026 -1630,300136.SZ,信维通信,深圳,元器件,20101105 -1631,300137.SZ,先河环保,河北,环境保护,20101105 -1632,300138.SZ,晨光生物,河北,食品,20101105 -1633,300139.SZ,晓程科技,北京,黄金,20101112 -1634,300140.SZ,节能环境,陕西,环境保护,20101112 -1635,300141.SZ,和顺电气,江苏,电气设备,20101112 -1636,300142.SZ,沃森生物,云南,生物制药,20101112 -1637,300143.SZ,盈康生命,山东,医疗保健,20101209 -1638,300144.SZ,宋城演艺,浙江,旅游景点,20101209 -1639,300145.SZ,中金环境,浙江,机械基件,20101209 -1640,300146.SZ,汤臣倍健,广东,食品,20101215 -1641,300147.SZ,香雪制药,广东,中成药,20101215 -1642,300148.SZ,天舟文化,湖南,互联网,20101215 -1643,300149.SZ,睿智医药,广东,生物制药,20101222 -1644,300150.SZ,世纪瑞尔,北京,软件服务,20101222 -1645,300151.SZ,昌红科技,深圳,专用机械,20101222 -1646,300152.SZ,新动力,河北,环境保护,20101229 -1647,300153.SZ,科泰电源,上海,电气设备,20101229 -1648,300154.SZ,瑞凌股份,深圳,机械基件,20101229 -1649,300155.SZ,安居宝,广东,IT设备,20110107 -1650,300157.SZ,新锦动力,北京,石油开采,20110107 -1651,300158.SZ,振东制药,山西,化学制药,20110107 -1652,300159.SZ,新研股份,新疆,航空,20110107 -1653,300160.SZ,秀强股份,江苏,家用电器,20110113 -1654,300161.SZ,华中数控,湖北,机床制造,20110113 -1655,300162.SZ,雷曼光电,深圳,元器件,20110113 -1656,300163.SZ,先锋新材,浙江,其他建材,20110113 -1657,300164.SZ,通源石油,陕西,石油开采,20110113 -1658,300165.SZ,天瑞仪器,江苏,电器仪表,20110125 -1659,300166.SZ,东方国信,北京,软件服务,20110125 -1660,300167.SZ,ST迪威迅,深圳,软件服务,20110125 -1661,300168.SZ,万达信息,上海,软件服务,20110125 -1662,300169.SZ,天晟新材,江苏,塑料,20110125 -1663,300170.SZ,汉得信息,上海,软件服务,20110201 -1664,300171.SZ,东富龙,上海,医疗保健,20110201 -1665,300172.SZ,中电环保,江苏,环境保护,20110201 -1666,300173.SZ,福能东方,广东,轻工机械,20110201 -1667,300174.SZ,元力股份,福建,化工原料,20110201 -1668,300175.SZ,朗源股份,山东,食品,20110215 -1669,300176.SZ,派生科技,广东,汽车配件,20110215 -1670,300177.SZ,中海达,广东,通信设备,20110215 -1671,300179.SZ,四方达,河南,矿物制品,20110215 -1672,300180.SZ,华峰超纤,上海,化纤,20110222 -1673,300181.SZ,佐力药业,浙江,中成药,20110222 -1674,300182.SZ,捷成股份,北京,影视音像,20110222 -1675,300183.SZ,东软载波,山东,通信设备,20110222 -1676,300184.SZ,力源信息,湖北,元器件,20110222 -1677,300185.SZ,通裕重工,山东,工程机械,20110308 -1678,300187.SZ,永清环保,湖南,环境保护,20110308 -1679,300188.SZ,国投智能,福建,软件服务,20110316 -1680,300189.SZ,神农科技,海南,种植业,20110316 -1681,300190.SZ,维尔利,江苏,环境保护,20110316 -1682,300191.SZ,潜能恒信,北京,石油开采,20110316 -1683,300192.SZ,科德教育,江苏,文教休闲,20110322 -1684,300193.SZ,佳士科技,深圳,专用机械,20110322 -1685,300194.SZ,福安药业,重庆,化学制药,20110322 -1686,300195.SZ,长荣股份,天津,轻工机械,20110329 -1687,300196.SZ,长海股份,江苏,玻璃,20110329 -1688,300197.SZ,节能铁汉,深圳,环境保护,20110329 -1689,300198.SZ,纳川股份,福建,塑料,20110407 -1690,300199.SZ,翰宇药业,深圳,化学制药,20110407 -1691,300200.SZ,高盟新材,北京,化工原料,20110407 -1692,300201.SZ,海伦哲,江苏,工程机械,20110407 -1693,300203.SZ,聚光科技,浙江,环境保护,20110415 -1694,300204.SZ,舒泰神,北京,生物制药,20110415 -1695,300205.SZ,ST天喻,湖北,通信设备,20110421 -1696,300206.SZ,理邦仪器,深圳,医疗保健,20110421 -1697,300207.SZ,欣旺达,深圳,电气设备,20110421 -1698,300208.SZ,青岛中程,山东,电气设备,20110426 -1699,300209.SZ,ST有棵树,湖南,互联网,20110426 -1700,300210.SZ,森远股份,辽宁,专用机械,20110426 -1701,300211.SZ,亿通科技,江苏,通信设备,20110505 -1702,300212.SZ,易华录,北京,软件服务,20110505 -1703,300213.SZ,佳讯飞鸿,北京,通信设备,20110505 -1704,300214.SZ,日科化学,山东,化工原料,20110511 -1705,300215.SZ,电科院,江苏,电气设备,20110511 -1706,300217.SZ,东方电热,江苏,家用电器,20110518 -1707,300218.SZ,安利股份,安徽,塑料,20110518 -1708,300219.SZ,鸿利智汇,广东,元器件,20110518 -1709,300220.SZ,ST金运,湖北,专用机械,20110525 -1710,300221.SZ,银禧科技,广东,塑料,20110525 -1711,300222.SZ,科大智能,上海,电气设备,20110525 -1712,300223.SZ,北京君正,北京,半导体,20110531 -1713,300224.SZ,正海磁材,山东,矿物制品,20110531 -1714,300225.SZ,金力泰,上海,染料涂料,20110531 -1715,300226.SZ,上海钢联,上海,互联网,20110608 -1716,300227.SZ,光韵达,深圳,专用机械,20110608 -1717,300228.SZ,富瑞特装,江苏,化工机械,20110608 -1718,300229.SZ,拓尔思,北京,软件服务,20110615 -1719,300230.SZ,永利股份,上海,塑料,20110615 -1720,300231.SZ,银信科技,北京,软件服务,20110615 -1721,300232.SZ,洲明科技,深圳,元器件,20110622 -1722,300233.SZ,金城医药,山东,化学制药,20110622 -1723,300234.SZ,开尔新材,浙江,陶瓷,20110622 -1724,300235.SZ,方直科技,深圳,软件服务,20110629 -1725,300236.SZ,上海新阳,上海,半导体,20110629 -1726,300237.SZ,美晨生态,山东,汽车配件,20110629 -1727,300238.SZ,冠昊生物,广东,医疗保健,20110706 -1728,300239.SZ,东宝生物,内蒙,生物制药,20110706 -1729,300240.SZ,飞力达,江苏,仓储物流,20110706 -1730,300241.SZ,瑞丰光电,深圳,半导体,20110712 -1731,300242.SZ,佳云科技,广东,互联网,20110712 -1732,300243.SZ,瑞丰高材,山东,化工原料,20110712 -1733,300244.SZ,迪安诊断,浙江,医疗保健,20110719 -1734,300245.SZ,天玑科技,上海,软件服务,20110719 -1735,300246.SZ,宝莱特,广东,医疗保健,20110719 -1736,300247.SZ,融捷健康,安徽,医疗保健,20110729 -1737,300248.SZ,新开普,河南,软件服务,20110729 -1738,300249.SZ,依米康,四川,IT设备,20110803 -1739,300250.SZ,初灵信息,浙江,软件服务,20110803 -1740,300251.SZ,光线传媒,北京,影视音像,20110803 -1741,300252.SZ,金信诺,深圳,通信设备,20110818 -1742,300253.SZ,卫宁健康,上海,软件服务,20110818 -1743,300254.SZ,仟源医药,山西,化学制药,20110819 -1744,300255.SZ,常山药业,河北,生物制药,20110819 -1745,300256.SZ,星星科技,江西,元器件,20110819 -1746,300257.SZ,开山股份,上海,机械基件,20110819 -1747,300258.SZ,精锻科技,江苏,汽车配件,20110826 -1748,300259.SZ,新天科技,河南,电器仪表,20110831 -1749,300260.SZ,新莱应材,江苏,机械基件,20110906 -1750,300261.SZ,雅本化学,江苏,农药化肥,20110906 -1751,300262.SZ,巴安水务,上海,水务,20110916 -1752,300263.SZ,隆华科技,河南,专用机械,20110916 -1753,300264.SZ,佳创视讯,深圳,软件服务,20110916 -1754,300265.SZ,通光线缆,江苏,电气设备,20110916 -1755,300266.SZ,兴源环境,浙江,环境保护,20110927 -1756,300267.SZ,尔康制药,湖南,化学制药,20110927 -1757,300268.SZ,*ST佳沃,湖南,农业综合,20110927 -1758,300269.SZ,联建光电,深圳,元器件,20111012 -1759,300270.SZ,中威电子,浙江,IT设备,20111012 -1760,300271.SZ,华宇软件,北京,软件服务,20111026 -1761,300272.SZ,开能健康,上海,家用电器,20111102 -1762,300274.SZ,阳光电源,安徽,电气设备,20111102 -1763,300275.SZ,梅安森,重庆,工程机械,20111102 -1764,300276.SZ,三丰智能,湖北,专用机械,20111115 -1765,300277.SZ,海联讯,浙江,软件服务,20111123 -1766,300278.SZ,华昌达,湖北,专用机械,20111216 -1767,300279.SZ,和晶科技,江苏,元器件,20111229 -1768,300280.SZ,紫天科技,福建,广告包装,20111229 -1769,300281.SZ,金明精机,广东,专用机械,20111229 -1770,300282.SZ,*ST三盛,北京,文教休闲,20111229 -1771,300283.SZ,温州宏丰,浙江,电气设备,20120110 -1772,300284.SZ,苏交科,江苏,建筑工程,20120110 -1773,300285.SZ,国瓷材料,山东,陶瓷,20120113 -1774,300286.SZ,安科瑞,上海,电器仪表,20120113 -1775,300287.SZ,飞利信,北京,软件服务,20120201 -1776,300288.SZ,朗玛信息,贵州,软件服务,20120216 -1777,300289.SZ,利德曼,北京,医疗保健,20120216 -1778,300290.SZ,荣科科技,辽宁,软件服务,20120216 -1779,300291.SZ,百纳千成,北京,影视音像,20120209 -1780,300292.SZ,吴通控股,江苏,互联网,20120229 -1781,300293.SZ,蓝英装备,辽宁,专用机械,20120308 -1782,300294.SZ,博雅生物,江西,生物制药,20120308 -1783,300295.SZ,三六五网,江苏,互联网,20120315 -1784,300296.SZ,利亚德,北京,元器件,20120315 -1785,300298.SZ,三诺生物,湖南,医疗保健,20120319 -1786,300299.SZ,富春股份,福建,互联网,20120319 -1787,300300.SZ,海峡创新,福建,软件服务,20120319 -1788,300301.SZ,*ST长方,深圳,半导体,20120321 -1789,300302.SZ,同有科技,北京,软件服务,20120321 -1790,300303.SZ,聚飞光电,深圳,半导体,20120319 -1791,300304.SZ,云意电气,江苏,汽车配件,20120321 -1792,300305.SZ,裕兴股份,江苏,塑料,20120329 -1793,300306.SZ,远方信息,浙江,电器仪表,20120329 -1794,300307.SZ,慈星股份,浙江,纺织机械,20120329 -1795,300308.SZ,中际旭创,山东,通信设备,20120410 -1796,300310.SZ,宜通世纪,广东,通信设备,20120425 -1797,300311.SZ,任子行,深圳,软件服务,20120425 -1798,300313.SZ,*ST天山,新疆,农业综合,20120425 -1799,300314.SZ,戴维医疗,浙江,医疗保健,20120508 -1800,300315.SZ,掌趣科技,北京,互联网,20120511 -1801,300316.SZ,晶盛机电,浙江,专用机械,20120511 -1802,300317.SZ,珈伟新能,深圳,电气设备,20120511 -1803,300318.SZ,博晖创新,北京,医疗保健,20120523 -1804,300319.SZ,麦捷科技,深圳,元器件,20120523 -1805,300320.SZ,海达股份,江苏,橡胶,20120601 -1806,300321.SZ,同大股份,山东,塑料,20120523 -1807,300322.SZ,硕贝德,广东,元器件,20120608 -1808,300323.SZ,华灿光电,湖北,半导体,20120601 -1809,300324.SZ,旋极信息,北京,软件服务,20120608 -1810,300326.SZ,凯利泰,上海,医疗保健,20120613 -1811,300327.SZ,中颖电子,上海,半导体,20120613 -1812,300328.SZ,宜安科技,广东,小金属,20120619 -1813,300329.SZ,海伦钢琴,浙江,文教休闲,20120619 -1814,300331.SZ,苏大维格,江苏,元器件,20120628 -1815,300332.SZ,天壕能源,北京,供气供热,20120628 -1816,300333.SZ,兆日科技,深圳,IT设备,20120628 -1817,300334.SZ,津膜科技,天津,水务,20120705 -1818,300335.SZ,迪森股份,广东,供气供热,20120710 -1819,300337.SZ,银邦股份,江苏,铝,20120718 -1820,300338.SZ,开元教育,湖南,文教休闲,20120726 -1821,300339.SZ,润和软件,江苏,软件服务,20120718 -1822,300340.SZ,科恒股份,广东,电气设备,20120726 -1823,300341.SZ,麦克奥迪,福建,电气设备,20120726 -1824,300342.SZ,天银机电,江苏,家用电器,20120726 -1825,300343.SZ,联创股份,山东,化工原料,20120801 -1826,300344.SZ,立方数科,安徽,软件服务,20120801 -1827,300345.SZ,华民股份,湖南,机械基件,20120801 -1828,300346.SZ,南大光电,江苏,半导体,20120807 -1829,300347.SZ,泰格医药,浙江,医疗保健,20120817 -1830,300348.SZ,长亮科技,深圳,软件服务,20120817 -1831,300349.SZ,金卡智能,浙江,电器仪表,20120817 -1832,300350.SZ,华鹏飞,深圳,软件服务,20120821 -1833,300351.SZ,永贵电器,浙江,运输设备,20120920 -1834,300352.SZ,北信源,北京,软件服务,20120912 -1835,300353.SZ,东土科技,北京,通信设备,20120927 -1836,300354.SZ,东华测试,江苏,电器仪表,20120920 -1837,300355.SZ,蒙草生态,内蒙,环境保护,20120927 -1838,300357.SZ,我武生物,浙江,生物制药,20140121 -1839,300358.SZ,楚天科技,湖南,医疗保健,20140121 -1840,300359.SZ,全通教育,广东,文教休闲,20140121 -1841,300360.SZ,炬华科技,浙江,电器仪表,20140121 -1842,300363.SZ,博腾股份,重庆,化学制药,20140129 -1843,300364.SZ,中文在线,北京,出版业,20150121 -1844,300365.SZ,恒华科技,北京,软件服务,20140123 -1845,300366.SZ,创意信息,四川,软件服务,20140127 -1846,300368.SZ,汇金股份,河北,IT设备,20140123 -1847,300369.SZ,绿盟科技,北京,软件服务,20140129 -1848,300370.SZ,安控科技,四川,电器仪表,20140123 -1849,300371.SZ,汇中股份,河北,电器仪表,20140123 -1850,300373.SZ,扬杰科技,江苏,半导体,20140123 -1851,300374.SZ,中铁装配,北京,其他建材,20150319 -1852,300375.SZ,鹏翎股份,天津,汽车配件,20140127 -1853,300376.SZ,易事特,广东,电气设备,20140127 -1854,300377.SZ,赢时胜,深圳,软件服务,20140127 -1855,300378.SZ,鼎捷软件,上海,软件服务,20140127 -1856,300379.SZ,东方通,北京,软件服务,20140128 -1857,300380.SZ,安硕信息,上海,软件服务,20140128 -1858,300381.SZ,溢多利,广东,化学制药,20140128 -1859,300382.SZ,斯莱克,江苏,专用机械,20140129 -1860,300383.SZ,光环新网,北京,软件服务,20140129 -1861,300384.SZ,三联虹普,北京,建筑工程,20140801 -1862,300385.SZ,雪浪环境,江苏,环境保护,20140626 -1863,300386.SZ,飞天诚信,北京,软件服务,20140626 -1864,300387.SZ,富邦股份,湖北,农药化肥,20140702 -1865,300388.SZ,节能国祯,安徽,环境保护,20140801 -1866,300389.SZ,艾比森,深圳,元器件,20140801 -1867,300390.SZ,天华新能,江苏,电气设备,20140731 -1868,300391.SZ,长药控股,湖北,中成药,20140801 -1869,300393.SZ,中来股份,江苏,塑料,20140912 -1870,300394.SZ,天孚通信,江苏,通信设备,20150217 -1871,300395.SZ,菲利华,湖北,玻璃,20140910 -1872,300396.SZ,迪瑞医疗,吉林,医疗保健,20140910 -1873,300397.SZ,天和防务,陕西,通信设备,20140910 -1874,300398.SZ,飞凯材料,上海,化工原料,20141009 -1875,300399.SZ,天利科技,江西,互联网,20141009 -1876,300400.SZ,劲拓股份,深圳,专用机械,20141010 -1877,300401.SZ,花园生物,浙江,化学制药,20141009 -1878,300402.SZ,宝色股份,江苏,专用机械,20141010 -1879,300403.SZ,汉宇集团,广东,家用电器,20141030 -1880,300404.SZ,博济医药,广东,医疗保健,20150424 -1881,300405.SZ,科隆股份,辽宁,化工原料,20141030 -1882,300406.SZ,九强生物,北京,医疗保健,20141030 -1883,300407.SZ,凯发电气,天津,电气设备,20141203 -1884,300408.SZ,三环集团,广东,元器件,20141203 -1885,300409.SZ,道氏技术,广东,电气设备,20141203 -1886,300410.SZ,正业科技,广东,电气设备,20141231 -1887,300411.SZ,金盾股份,浙江,专用机械,20141231 -1888,300412.SZ,迦南科技,浙江,医疗保健,20141231 -1889,300413.SZ,芒果超媒,湖南,影视音像,20150121 -1890,300414.SZ,中光防雷,四川,通信设备,20150513 -1891,300415.SZ,伊之密,广东,专用机械,20150123 -1892,300416.SZ,苏试试验,江苏,电器仪表,20150122 -1893,300417.SZ,南华仪器,广东,电器仪表,20150123 -1894,300418.SZ,昆仑万维,北京,互联网,20150121 -1895,300419.SZ,浩丰科技,北京,软件服务,20150122 -1896,300420.SZ,五洋停车,江苏,机械基件,20150217 -1897,300421.SZ,力星股份,江苏,机械基件,20150217 -1898,300422.SZ,博世科,安徽,环境保护,20150217 -1899,300423.SZ,昇辉科技,山东,电气设备,20150217 -1900,300424.SZ,航新科技,广东,航空,20150422 -1901,300425.SZ,中建环能,四川,环境保护,20150216 -1902,300426.SZ,唐德影视,浙江,影视音像,20150217 -1903,300427.SZ,*ST红相,福建,电气设备,20150217 -1904,300428.SZ,立中集团,河北,汽车配件,20150319 -1905,300429.SZ,强力新材,江苏,化工原料,20150324 -1906,300430.SZ,诚益通,北京,电器仪表,20150319 -1907,300432.SZ,富临精工,四川,汽车配件,20150319 -1908,300433.SZ,蓝思科技,湖南,元器件,20150318 -1909,300434.SZ,金石亚药,四川,化学制药,20150424 -1910,300435.SZ,中泰股份,浙江,供气供热,20150326 -1911,300436.SZ,广生堂,福建,化学制药,20150422 -1912,300437.SZ,清水源,河南,化工原料,20150423 -1913,300438.SZ,鹏辉能源,广东,电气设备,20150424 -1914,300439.SZ,美康生物,浙江,医疗保健,20150422 -1915,300440.SZ,运达科技,四川,软件服务,20150423 -1916,300441.SZ,鲍斯股份,浙江,机床制造,20150423 -1917,300442.SZ,润泽科技,上海,软件服务,20150424 -1918,300443.SZ,金雷股份,山东,电气设备,20150422 -1919,300444.SZ,双杰电气,北京,电气设备,20150423 -1920,300445.SZ,康斯特,北京,电器仪表,20150424 -1921,300446.SZ,航天智造,河北,化工原料,20150423 -1922,300447.SZ,全信股份,江苏,电气设备,20150422 -1923,300448.SZ,浩云科技,广东,软件服务,20150424 -1924,300449.SZ,汉邦高科,北京,IT设备,20150422 -1925,300450.SZ,先导智能,江苏,专用机械,20150518 -1926,300451.SZ,创业慧康,浙江,软件服务,20150514 -1927,300452.SZ,山河药辅,安徽,化学制药,20150515 -1928,300453.SZ,三鑫医疗,江西,医疗保健,20150515 -1929,300454.SZ,深信服,深圳,软件服务,20180516 -1930,300455.SZ,航天智装,北京,IT设备,20150515 -1931,300456.SZ,赛微电子,北京,半导体,20150514 -1932,300457.SZ,赢合科技,深圳,专用机械,20150514 -1933,300458.SZ,全志科技,广东,半导体,20150515 -1934,300459.SZ,汤姆猫,浙江,互联网,20150515 -1935,300460.SZ,惠伦晶体,广东,元器件,20150515 -1936,300461.SZ,田中精机,浙江,专用机械,20150519 -1937,300462.SZ,华铭智能,上海,IT设备,20150527 -1938,300463.SZ,迈克生物,四川,医疗保健,20150528 -1939,300464.SZ,星徽股份,广东,机械基件,20150610 -1940,300465.SZ,高伟达,北京,软件服务,20150528 -1941,300466.SZ,赛摩智能,江苏,电器仪表,20150528 -1942,300467.SZ,迅游科技,四川,互联网,20150527 -1943,300468.SZ,四方精创,深圳,软件服务,20150527 -1944,300469.SZ,信息发展,浙江,软件服务,20150611 -1945,300470.SZ,中密控股,四川,机械基件,20150612 -1946,300471.SZ,厚普股份,四川,专用机械,20150611 -1947,300472.SZ,新元科技,江西,专用机械,20150611 -1948,300473.SZ,德尔股份,辽宁,汽车配件,20150612 -1949,300474.SZ,景嘉微,湖南,元器件,20160331 -1950,300475.SZ,香农芯创,安徽,元器件,20150610 -1951,300476.SZ,胜宏科技,广东,元器件,20150611 -1952,300477.SZ,合纵科技,湖南,电气设备,20150610 -1953,300478.SZ,杭州高新,浙江,塑料,20150610 -1954,300479.SZ,神思电子,山东,软件服务,20150612 -1955,300480.SZ,光力科技,河南,专用机械,20150702 -1956,300481.SZ,濮阳惠成,河南,化工原料,20150630 -1957,300482.SZ,万孚生物,广东,医疗保健,20150630 -1958,300483.SZ,首华燃气,上海,石油开采,20150630 -1959,300484.SZ,蓝海华腾,深圳,电气设备,20160322 -1960,300485.SZ,赛升药业,北京,生物制药,20150626 -1961,300486.SZ,东杰智能,山西,专用机械,20150630 -1962,300487.SZ,蓝晓科技,陕西,化工原料,20150702 -1963,300488.SZ,恒锋工具,浙江,机械基件,20150701 -1964,300489.SZ,光智科技,黑龙江,元器件,20150701 -1965,300490.SZ,华自科技,湖南,电气设备,20151231 -1966,300491.SZ,通合科技,河北,电气设备,20151231 -1967,300492.SZ,华图山鼎,四川,建筑工程,20151223 -1968,300493.SZ,润欣科技,上海,元器件,20151210 -1969,300494.SZ,盛天网络,湖北,互联网,20151231 -1970,300495.SZ,*ST美尚,深圳,环境保护,20151222 -1971,300496.SZ,中科创达,北京,软件服务,20151210 -1972,300497.SZ,富祥药业,江西,化学制药,20151222 -1973,300498.SZ,温氏股份,广东,农业综合,20151102 -1974,300499.SZ,高澜股份,广东,专用机械,20160202 -1975,300500.SZ,启迪设计,江苏,建筑工程,20160204 -1976,300501.SZ,海顺新材,上海,广告包装,20160204 -1977,300502.SZ,新易盛,四川,通信设备,20160303 -1978,300503.SZ,昊志机电,广东,机床制造,20160309 -1979,300504.SZ,天邑股份,四川,通信设备,20180330 -1980,300505.SZ,川金诺,云南,农药化肥,20160315 -1981,300506.SZ,名家汇,深圳,建筑工程,20160324 -1982,300507.SZ,苏奥传感,江苏,汽车配件,20160429 -1983,300508.SZ,维宏股份,上海,软件服务,20160419 -1984,300509.SZ,新美星,江苏,专用机械,20160425 -1985,300510.SZ,金冠股份,吉林,电气设备,20160506 -1986,300511.SZ,雪榕生物,上海,种植业,20160504 -1987,300512.SZ,中亚股份,浙江,专用机械,20160526 -1988,300513.SZ,恒实科技,北京,软件服务,20160530 -1989,300514.SZ,友讯达,深圳,电器仪表,20170426 -1990,300515.SZ,三德科技,湖南,电器仪表,20160608 -1991,300516.SZ,久之洋,湖北,电器仪表,20160602 -1992,300517.SZ,海波重科,湖北,建筑工程,20160719 -1993,300518.SZ,新迅达,广西,互联网,20160624 -1994,300519.SZ,新光药业,浙江,中成药,20160624 -1995,300520.SZ,科大国创,安徽,软件服务,20160708 -1996,300521.SZ,爱司凯,广东,专用机械,20160705 -1997,300522.SZ,世名科技,江苏,染料涂料,20160705 -1998,300523.SZ,辰安科技,北京,软件服务,20160726 -1999,300525.SZ,博思软件,福建,软件服务,20160726 -2000,300527.SZ,中船应急,湖北,专用机械,20160805 -2001,300528.SZ,幸福蓝海,江苏,影视音像,20160808 -2002,300529.SZ,健帆生物,广东,医疗保健,20160802 -2003,300530.SZ,领湃科技,湖南,电气设备,20160809 -2004,300531.SZ,优博讯,深圳,通信设备,20160809 -2005,300532.SZ,今天国际,深圳,软件服务,20160818 -2006,300533.SZ,冰川网络,深圳,互联网,20160818 -2007,300534.SZ,陇神戎发,甘肃,中成药,20160913 -2008,300535.SZ,达威股份,四川,化工原料,20160812 -2009,300536.SZ,农尚环境,湖北,建筑工程,20160920 -2010,300537.SZ,广信材料,江苏,染料涂料,20160830 -2011,300538.SZ,同益股份,深圳,塑料,20160826 -2012,300539.SZ,横河精密,浙江,塑料,20160830 -2013,300540.SZ,蜀道装备,四川,专用机械,20160823 -2014,300541.SZ,先进数通,北京,软件服务,20160913 -2015,300542.SZ,新晨科技,北京,软件服务,20160920 -2016,300543.SZ,朗科智能,深圳,元器件,20160908 -2017,300545.SZ,联得装备,深圳,专用机械,20160928 -2018,300546.SZ,雄帝科技,深圳,IT设备,20160928 -2019,300547.SZ,川环科技,四川,汽车配件,20160930 -2020,300548.SZ,博创科技,浙江,通信设备,20161012 -2021,300549.SZ,优德精密,江苏,专用机械,20160930 -2022,300550.SZ,和仁科技,浙江,软件服务,20161018 -2023,300551.SZ,古鳌科技,上海,软件服务,20161018 -2024,300552.SZ,万集科技,北京,IT设备,20161021 -2025,300553.SZ,集智股份,浙江,电器仪表,20161021 -2026,300554.SZ,三超新材,江苏,矿物制品,20170421 -2027,300555.SZ,ST路通,江苏,通信设备,20161018 -2028,300556.SZ,丝路视觉,深圳,软件服务,20161104 -2029,300557.SZ,理工光科,湖北,电器仪表,20161101 -2030,300558.SZ,贝达药业,浙江,化学制药,20161107 -2031,300559.SZ,佳发教育,四川,软件服务,20161101 -2032,300560.SZ,中富通,福建,通信设备,20161101 -2033,300561.SZ,汇金科技,广东,软件服务,20161117 -2034,300562.SZ,乐心医疗,广东,医疗保健,20161116 -2035,300563.SZ,神宇股份,江苏,通信设备,20161114 -2036,300564.SZ,筑博设计,西藏,建筑工程,20191108 -2037,300565.SZ,科信技术,深圳,通信设备,20161122 -2038,300566.SZ,激智科技,浙江,元器件,20161115 -2039,300567.SZ,精测电子,湖北,电器仪表,20161122 -2040,300568.SZ,星源材质,深圳,化工原料,20161201 -2041,300569.SZ,天能重工,山东,电气设备,20161125 -2042,300570.SZ,太辰光,深圳,通信设备,20161206 -2043,300571.SZ,平治信息,浙江,互联网,20161213 -2044,300572.SZ,安车检测,深圳,电器仪表,20161206 -2045,300573.SZ,兴齐眼药,辽宁,化学制药,20161208 -2046,300575.SZ,中旗股份,江苏,农药化肥,20161220 -2047,300576.SZ,容大感光,深圳,染料涂料,20161220 -2048,300577.SZ,开润股份,安徽,纺织,20161221 -2049,300578.SZ,会畅通讯,上海,通信设备,20170125 -2050,300579.SZ,数字认证,北京,软件服务,20161223 -2051,300580.SZ,贝斯特,江苏,汽车配件,20170111 -2052,300581.SZ,晨曦航空,陕西,航空,20161220 -2053,300582.SZ,英飞特,浙江,元器件,20161228 -2054,300583.SZ,赛托生物,山东,化学制药,20170106 -2055,300584.SZ,海辰药业,江苏,化学制药,20170112 -2056,300585.SZ,奥联电子,江苏,汽车配件,20161229 -2057,300586.SZ,美联新材,广东,化工原料,20170104 -2058,300587.SZ,天铁股份,浙江,橡胶,20170105 -2059,300588.SZ,熙菱信息,新疆,软件服务,20170105 -2060,300589.SZ,江龙船艇,广东,船舶,20170113 -2061,300590.SZ,移为通信,上海,通信设备,20170111 -2062,300591.SZ,万里马,广东,服饰,20170110 -2063,300592.SZ,华凯易佰,湖南,互联网,20170120 -2064,300593.SZ,新雷能,北京,电气设备,20170113 -2065,300594.SZ,朗进科技,山东,运输设备,20190621 -2066,300595.SZ,欧普康视,安徽,医疗保健,20170117 -2067,300596.SZ,利安隆,天津,化工原料,20170119 -2068,300597.SZ,吉大通信,吉林,通信设备,20170123 -2069,300598.SZ,诚迈科技,江苏,软件服务,20170120 -2070,300599.SZ,雄塑科技,广东,塑料,20170123 -2071,300600.SZ,国瑞科技,江苏,船舶,20170125 -2072,300601.SZ,康泰生物,深圳,生物制药,20170207 -2073,300602.SZ,飞荣达,深圳,元器件,20170126 -2074,300603.SZ,立昂技术,新疆,通信设备,20170126 -2075,300604.SZ,长川科技,浙江,半导体,20170417 -2076,300605.SZ,恒锋信息,福建,软件服务,20170208 -2077,300606.SZ,金太阳,广东,机械基件,20170208 -2078,300607.SZ,拓斯达,广东,专用机械,20170209 -2079,300608.SZ,思特奇,北京,软件服务,20170213 -2080,300609.SZ,汇纳科技,上海,软件服务,20170215 -2081,300610.SZ,晨化股份,江苏,化工原料,20170213 -2082,300611.SZ,美力科技,浙江,汽车配件,20170220 -2083,300612.SZ,宣亚国际,北京,广告包装,20170215 -2084,300613.SZ,富瀚微,上海,半导体,20170220 -2085,300614.SZ,百川畅银,河南,环境保护,20210525 -2086,300615.SZ,欣天科技,深圳,通信设备,20170215 -2087,300616.SZ,尚品宅配,广东,家居用品,20170307 -2088,300617.SZ,安靠智电,江苏,电气设备,20170228 -2089,300618.SZ,寒锐钴业,江苏,小金属,20170306 -2090,300619.SZ,金银河,广东,专用机械,20170301 -2091,300620.SZ,光库科技,广东,通信设备,20170310 -2092,300621.SZ,维业股份,深圳,装修装饰,20170316 -2093,300622.SZ,博士眼镜,深圳,其他商业,20170315 -2094,300623.SZ,捷捷微电,江苏,半导体,20170314 -2095,300624.SZ,万兴科技,西藏,软件服务,20180118 -2096,300625.SZ,三雄极光,广东,家用电器,20170317 -2097,300626.SZ,华瑞股份,浙江,电气设备,20170320 -2098,300627.SZ,华测导航,上海,通信设备,20170321 -2099,300628.SZ,亿联网络,福建,通信设备,20170317 -2100,300629.SZ,新劲刚,广东,元器件,20170324 -2101,300630.SZ,普利制药,海南,化学制药,20170328 -2102,300631.SZ,久吾高科,江苏,水务,20170323 -2103,300632.SZ,光莆股份,福建,半导体,20170406 -2104,300633.SZ,开立医疗,深圳,医疗保健,20170406 -2105,300634.SZ,彩讯股份,深圳,软件服务,20180323 -2106,300635.SZ,中达安,广东,建筑工程,20170331 -2107,300636.SZ,同和药业,江西,化学制药,20170331 -2108,300637.SZ,扬帆新材,浙江,化工原料,20170412 -2109,300638.SZ,广和通,深圳,通信设备,20170413 -2110,300639.SZ,凯普生物,广东,医疗保健,20170412 -2111,300640.SZ,德艺文创,福建,家居用品,20170417 -2112,300641.SZ,正丹股份,江苏,化工原料,20170418 -2113,300642.SZ,透景生命,上海,医疗保健,20170421 -2114,300643.SZ,万通智控,浙江,汽车配件,20170505 -2115,300644.SZ,南京聚隆,江苏,塑料,20180206 -2116,300645.SZ,正元智慧,浙江,软件服务,20170421 -2117,300647.SZ,超频三,深圳,元器件,20170503 -2118,300648.SZ,星云股份,福建,电气设备,20170425 -2119,300649.SZ,杭州园林,浙江,建筑工程,20170505 -2120,300650.SZ,太龙股份,福建,元器件,20170503 -2121,300651.SZ,金陵体育,江苏,文教休闲,20170509 -2122,300652.SZ,雷迪克,浙江,汽车配件,20170516 -2123,300653.SZ,正海生物,山东,医疗保健,20170516 -2124,300654.SZ,世纪天鸿,山东,出版业,20170926 -2125,300655.SZ,晶瑞电材,江苏,半导体,20170523 -2126,300656.SZ,民德电子,深圳,IT设备,20170519 -2127,300657.SZ,弘信电子,福建,元器件,20170523 -2128,300658.SZ,延江股份,福建,纺织,20170602 -2129,300659.SZ,中孚信息,山东,软件服务,20170526 -2130,300660.SZ,江苏雷利,江苏,电气设备,20170602 -2131,300661.SZ,圣邦股份,北京,半导体,20170606 -2132,300662.SZ,科锐国际,北京,文教休闲,20170608 -2133,300663.SZ,科蓝软件,北京,软件服务,20170608 -2134,300664.SZ,鹏鹞环保,江苏,环境保护,20180105 -2135,300665.SZ,飞鹿股份,湖南,染料涂料,20170613 -2136,300666.SZ,江丰电子,浙江,半导体,20170615 -2137,300667.SZ,必创科技,北京,电器仪表,20170619 -2138,300668.SZ,杰恩设计,深圳,装修装饰,20170619 -2139,300669.SZ,沪宁股份,浙江,运输设备,20170629 -2140,300670.SZ,大烨智能,江苏,电气设备,20170703 -2141,300671.SZ,富满微,深圳,半导体,20170705 -2142,300672.SZ,国科微,湖南,半导体,20170712 -2143,300673.SZ,佩蒂股份,浙江,饲料,20170711 -2144,300674.SZ,宇信科技,北京,软件服务,20181107 -2145,300675.SZ,建科院,深圳,建筑工程,20170719 -2146,300676.SZ,华大基因,深圳,医疗保健,20170714 -2147,300677.SZ,英科医疗,山东,医疗保健,20170721 -2148,300678.SZ,中科信息,四川,软件服务,20170728 -2149,300679.SZ,电连技术,深圳,元器件,20170731 -2150,300680.SZ,隆盛科技,江苏,汽车配件,20170725 -2151,300681.SZ,英搏尔,广东,汽车配件,20170725 -2152,300682.SZ,朗新集团,江苏,软件服务,20170801 -2153,300683.SZ,海特生物,湖北,生物制药,20170808 -2154,300684.SZ,中石科技,北京,元器件,20171227 -2155,300685.SZ,艾德生物,福建,医疗保健,20170802 -2156,300686.SZ,智动力,深圳,元器件,20170804 -2157,300687.SZ,赛意信息,广东,软件服务,20170803 -2158,300688.SZ,创业黑马,北京,文教休闲,20170810 -2159,300689.SZ,澄天伟业,深圳,通信设备,20170809 -2160,300690.SZ,双一科技,山东,电气设备,20170808 -2161,300691.SZ,联合光电,广东,元器件,20170811 -2162,300692.SZ,中环环保,安徽,环境保护,20170821 -2163,300693.SZ,盛弘股份,深圳,电气设备,20170822 -2164,300694.SZ,蠡湖股份,江苏,汽车配件,20181015 -2165,300695.SZ,兆丰股份,浙江,汽车配件,20170908 -2166,300696.SZ,爱乐达,四川,航空,20170822 -2167,300697.SZ,电工合金,江苏,铜,20170907 -2168,300698.SZ,万马科技,浙江,通信设备,20170831 -2169,300699.SZ,光威复材,山东,化纤,20170901 -2170,300700.SZ,岱勒新材,湖南,矿物制品,20170912 -2171,300701.SZ,森霸传感,河南,元器件,20170915 -2172,300702.SZ,天宇股份,浙江,化学制药,20170919 -2173,300703.SZ,创源股份,浙江,文教休闲,20170919 -2174,300705.SZ,九典制药,湖南,化学制药,20171010 -2175,300706.SZ,阿石创,福建,元器件,20170926 -2176,300707.SZ,威唐工业,江苏,专用机械,20171010 -2177,300708.SZ,聚灿光电,江苏,半导体,20171016 -2178,300709.SZ,精研科技,江苏,元器件,20171019 -2179,300710.SZ,万隆光电,浙江,通信设备,20171019 -2180,300711.SZ,广哈通信,广东,通信设备,20171101 -2181,300712.SZ,永福股份,福建,建筑工程,20171031 -2182,300713.SZ,英可瑞,深圳,电气设备,20171101 -2183,300715.SZ,凯伦股份,江苏,其他建材,20171026 -2184,300716.SZ,泉为科技,广东,塑料,20171109 -2185,300717.SZ,华信新材,江苏,塑料,20171106 -2186,300718.SZ,长盛轴承,浙江,机械基件,20171106 -2187,300719.SZ,安达维尔,北京,航空,20171109 -2188,300720.SZ,海川智能,广东,电器仪表,20171106 -2189,300721.SZ,怡达股份,江苏,化工原料,20171115 -2190,300722.SZ,新余国科,江西,航空,20171110 -2191,300723.SZ,一品红,广东,化学制药,20171116 -2192,300724.SZ,捷佳伟创,深圳,专用机械,20180810 -2193,300725.SZ,药石科技,江苏,化学制药,20171110 -2194,300726.SZ,宏达电子,湖南,元器件,20171121 -2195,300727.SZ,润禾材料,浙江,化工原料,20171127 -2196,300729.SZ,乐歌股份,浙江,家居用品,20171201 -2197,300730.SZ,科创信息,湖南,软件服务,20171205 -2198,300731.SZ,科创新源,深圳,橡胶,20171208 -2199,300732.SZ,设研院,河南,建筑工程,20171212 -2200,300733.SZ,西菱动力,四川,汽车配件,20180116 -2201,300735.SZ,光弘科技,广东,元器件,20171229 -2202,300736.SZ,百邦科技,北京,通信设备,20180109 -2203,300737.SZ,科顺股份,广东,其他建材,20180125 -2204,300738.SZ,奥飞数据,广东,软件服务,20180119 -2205,300739.SZ,明阳电路,深圳,元器件,20180201 -2206,300740.SZ,水羊股份,湖南,日用化工,20180208 -2207,300741.SZ,华宝股份,西藏,食品,20180301 -2208,300742.SZ,*ST越博,江苏,汽车配件,20180508 -2209,300743.SZ,天地数码,浙江,IT设备,20180427 -2210,300745.SZ,欣锐科技,深圳,汽车配件,20180523 -2211,300746.SZ,汉嘉设计,浙江,建筑工程,20180525 -2212,300747.SZ,锐科激光,湖北,专用机械,20180625 -2213,300748.SZ,金力永磁,江西,矿物制品,20180921 -2214,300749.SZ,顶固集创,广东,家居用品,20180925 -2215,300750.SZ,宁德时代,福建,电气设备,20180611 -2216,300751.SZ,迈为股份,江苏,专用机械,20181109 -2217,300752.SZ,隆利科技,深圳,元器件,20181130 -2218,300753.SZ,爱朋医疗,江苏,医疗保健,20181213 -2219,300755.SZ,华致酒行,云南,其他商业,20190129 -2220,300756.SZ,金马游乐,广东,旅游服务,20181228 -2221,300757.SZ,罗博特科,江苏,专用机械,20190108 -2222,300758.SZ,七彩化学,辽宁,染料涂料,20190222 -2223,300759.SZ,康龙化成,北京,化学制药,20190128 -2224,300760.SZ,迈瑞医疗,深圳,医疗保健,20181016 -2225,300761.SZ,立华股份,江苏,农业综合,20190218 -2226,300762.SZ,上海瀚讯,上海,通信设备,20190314 -2227,300763.SZ,锦浪科技,浙江,电气设备,20190319 -2228,300765.SZ,新诺威,河北,食品,20190322 -2229,300766.SZ,每日互动,浙江,互联网,20190325 -2230,300767.SZ,震安科技,云南,橡胶,20190329 -2231,300768.SZ,迪普科技,浙江,软件服务,20190412 -2232,300769.SZ,德方纳米,深圳,化工原料,20190415 -2233,300770.SZ,新媒股份,广东,影视音像,20190419 -2234,300771.SZ,智莱科技,深圳,IT设备,20190422 -2235,300772.SZ,运达股份,浙江,电气设备,20190426 -2236,300773.SZ,拉卡拉,北京,软件服务,20190425 -2237,300774.SZ,倍杰特,北京,环境保护,20210804 -2238,300775.SZ,三角防务,陕西,航空,20190521 -2239,300776.SZ,帝尔激光,湖北,专用机械,20190517 -2240,300777.SZ,中简科技,江苏,化纤,20190516 -2241,300778.SZ,新城市,深圳,建筑工程,20190510 -2242,300779.SZ,惠城环保,山东,环境保护,20190522 -2243,300780.SZ,德恩精工,四川,机械基件,20190531 -2244,300781.SZ,因赛集团,广东,广告包装,20190606 -2245,300782.SZ,卓胜微,江苏,半导体,20190618 -2246,300783.SZ,三只松鼠,安徽,食品,20190712 -2247,300785.SZ,值得买,北京,互联网,20190715 -2248,300786.SZ,国林科技,山东,环境保护,20190723 -2249,300787.SZ,海能实业,江西,元器件,20190815 -2250,300788.SZ,中信出版,北京,出版业,20190705 -2251,300789.SZ,唐源电气,四川,软件服务,20190828 -2252,300790.SZ,宇瞳光学,广东,元器件,20190920 -2253,300791.SZ,仙乐健康,广东,医疗保健,20190925 -2254,300792.SZ,壹网壹创,浙江,互联网,20190927 -2255,300793.SZ,佳禾智能,广东,IT设备,20191018 -2256,300795.SZ,米奥会展,浙江,文教休闲,20191022 -2257,300796.SZ,贝斯美,浙江,农药化肥,20191115 -2258,300797.SZ,钢研纳克,北京,电器仪表,20191101 -2259,300798.SZ,锦鸡股份,江苏,染料涂料,20191122 -2260,300799.SZ,*ST左江,北京,软件服务,20191029 -2261,300800.SZ,力合科技,湖南,环境保护,20191106 -2262,300801.SZ,泰和科技,山东,化工原料,20191128 -2263,300802.SZ,矩子科技,上海,专用机械,20191114 -2264,300803.SZ,指南针,北京,软件服务,20191118 -2265,300804.SZ,广康生化,广东,农药化肥,20230627 -2266,300805.SZ,电声股份,广东,广告包装,20191121 -2267,300806.SZ,斯迪克,江苏,塑料,20191125 -2268,300807.SZ,天迈科技,河南,软件服务,20191219 -2269,300808.SZ,久量股份,广东,家用电器,20191129 -2270,300809.SZ,华辰装备,江苏,机床制造,20191204 -2271,300810.SZ,中科海讯,北京,船舶,20191206 -2272,300811.SZ,铂科新材,深圳,矿物制品,20191230 -2273,300812.SZ,易天股份,深圳,专用机械,20200109 -2274,300813.SZ,泰林生物,浙江,医疗保健,20200114 -2275,300814.SZ,中富电路,深圳,元器件,20210812 -2276,300815.SZ,玉禾田,安徽,环境保护,20200123 -2277,300816.SZ,艾可蓝,安徽,环境保护,20200210 -2278,300817.SZ,双飞集团,浙江,机械基件,20200218 -2279,300818.SZ,耐普矿机,江西,专用机械,20200212 -2280,300819.SZ,聚杰微纤,江苏,纺织,20200312 -2281,300820.SZ,英杰电气,四川,电气设备,20200213 -2282,300821.SZ,东岳硅材,山东,化工原料,20200312 -2283,300822.SZ,贝仕达克,深圳,元器件,20200313 -2284,300823.SZ,建科机械,天津,专用机械,20200319 -2285,300824.SZ,北鼎股份,深圳,家用电器,20200619 -2286,300825.SZ,阿尔特,北京,汽车服务,20200327 -2287,300826.SZ,测绘股份,江苏,建筑工程,20200403 -2288,300827.SZ,上能电气,江苏,电气设备,20200410 -2289,300828.SZ,锐新科技,天津,机械基件,20200421 -2290,300829.SZ,金丹科技,河南,食品,20200422 -2291,300830.SZ,金现代,山东,软件服务,20200506 -2292,300831.SZ,派瑞股份,陕西,半导体,20200507 -2293,300832.SZ,新产业,深圳,医疗保健,20200512 -2294,300833.SZ,浩洋股份,广东,专用机械,20200520 -2295,300834.SZ,星辉环材,广东,化工原料,20220113 -2296,300835.SZ,龙磁科技,安徽,矿物制品,20200525 -2297,300836.SZ,佰奥智能,江苏,专用机械,20200528 -2298,300837.SZ,浙矿股份,浙江,专用机械,20200605 -2299,300838.SZ,浙江力诺,浙江,机械基件,20200608 -2300,300839.SZ,博汇股份,浙江,石油加工,20200630 -2301,300840.SZ,酷特智能,山东,服饰,20200708 -2302,300841.SZ,康华生物,四川,生物制药,20200616 -2303,300842.SZ,帝科股份,江苏,电气设备,20200618 -2304,300843.SZ,胜蓝股份,广东,元器件,20200702 -2305,300844.SZ,山水比德,广东,建筑工程,20210813 -2306,300845.SZ,捷安高科,河南,软件服务,20200703 -2307,300846.SZ,首都在线,北京,软件服务,20200701 -2308,300847.SZ,中船汉光,河北,化工原料,20200709 -2309,300848.SZ,美瑞新材,山东,化工原料,20200720 -2310,300849.SZ,锦盛新材,浙江,塑料,20200710 -2311,300850.SZ,新强联,河南,机械基件,20200713 -2312,300851.SZ,交大思诺,北京,运输设备,20200717 -2313,300852.SZ,四会富仕,广东,元器件,20200713 -2314,300853.SZ,申昊科技,浙江,专用机械,20200724 -2315,300854.SZ,中兰环保,深圳,环境保护,20210916 -2316,300855.SZ,图南股份,江苏,小金属,20200723 -2317,300856.SZ,科思股份,江苏,日用化工,20200722 -2318,300857.SZ,协创数据,深圳,IT设备,20200727 -2319,300858.SZ,科拓生物,北京,食品,20200727 -2320,300859.SZ,*ST西域,新疆,旅游服务,20200806 -2321,300860.SZ,锋尚文化,北京,文教休闲,20200824 -2322,300861.SZ,美畅股份,陕西,矿物制品,20200824 -2323,300862.SZ,蓝盾光电,安徽,电器仪表,20200824 -2324,300863.SZ,卡倍亿,浙江,汽车配件,20200824 -2325,300864.SZ,南大环境,江苏,环境保护,20200824 -2326,300865.SZ,大宏立,四川,专用机械,20200824 -2327,300866.SZ,安克创新,湖南,元器件,20200824 -2328,300867.SZ,圣元环保,福建,环境保护,20200824 -2329,300868.SZ,杰美特,深圳,元器件,20200824 -2330,300869.SZ,康泰医学,河北,医疗保健,20200824 -2331,300870.SZ,欧陆通,深圳,电气设备,20200824 -2332,300871.SZ,回盛生物,湖北,农业综合,20200824 -2333,300872.SZ,天阳科技,西藏,软件服务,20200824 -2334,300873.SZ,海晨股份,江苏,仓储物流,20200824 -2335,300875.SZ,捷强装备,天津,专用机械,20200824 -2336,300876.SZ,蒙泰高新,广东,化纤,20200824 -2337,300877.SZ,金春股份,安徽,纺织,20200824 -2338,300878.SZ,维康药业,浙江,中成药,20200824 -2339,300879.SZ,大叶股份,浙江,农用机械,20200901 -2340,300880.SZ,迦南智能,浙江,电器仪表,20200901 -2341,300881.SZ,盛德鑫泰,江苏,钢加工,20200901 -2342,300882.SZ,万胜智能,浙江,电器仪表,20200910 -2343,300883.SZ,龙利得,安徽,造纸,20200910 -2344,300884.SZ,狄耐克,福建,IT设备,20201112 -2345,300885.SZ,海昌新材,江苏,机械基件,20200910 -2346,300886.SZ,华业香料,安徽,化工原料,20200916 -2347,300887.SZ,谱尼测试,北京,电器仪表,20200916 -2348,300888.SZ,稳健医疗,深圳,医疗保健,20200917 -2349,300889.SZ,爱克股份,深圳,电气设备,20200916 -2350,300890.SZ,翔丰华,深圳,电气设备,20200917 -2351,300891.SZ,惠云钛业,广东,化工原料,20200917 -2352,300892.SZ,品渥食品,上海,乳制品,20200924 -2353,300893.SZ,松原股份,浙江,汽车配件,20200924 -2354,300894.SZ,火星人,浙江,家用电器,20201231 -2355,300895.SZ,铜牛信息,北京,软件服务,20200924 -2356,300896.SZ,爱美客,北京,医疗保健,20200928 -2357,300897.SZ,山科智能,浙江,电器仪表,20200928 -2358,300898.SZ,熊猫乳品,浙江,乳制品,20201016 -2359,300899.SZ,上海凯鑫,上海,环境保护,20201016 -2360,300900.SZ,广联航空,黑龙江,航空,20201029 -2361,300901.SZ,中胤时尚,浙江,服饰,20201029 -2362,300902.SZ,国安达,福建,专用机械,20201029 -2363,300903.SZ,科翔股份,广东,元器件,20201105 -2364,300904.SZ,威力传动,宁夏,电气设备,20230809 -2365,300905.SZ,宝丽迪,江苏,染料涂料,20201105 -2366,300906.SZ,日月明,江西,电器仪表,20201105 -2367,300907.SZ,康平科技,江苏,电气设备,20201118 -2368,300908.SZ,仲景食品,河南,食品,20201123 -2369,300909.SZ,汇创达,深圳,元器件,20201118 -2370,300910.SZ,瑞丰新材,河南,化工原料,20201127 -2371,300911.SZ,亿田智能,浙江,家用电器,20201203 -2372,300912.SZ,凯龙高科,江苏,环境保护,20201207 -2373,300913.SZ,兆龙互连,浙江,通信设备,20201207 -2374,300915.SZ,海融科技,上海,乳制品,20201202 -2375,300916.SZ,朗特智能,深圳,元器件,20201202 -2376,300917.SZ,特发服务,深圳,房产服务,20201221 -2377,300918.SZ,南山智尚,山东,纺织,20201222 -2378,300919.SZ,中伟股份,贵州,电气设备,20201223 -2379,300920.SZ,润阳科技,浙江,塑料,20201225 -2380,300921.SZ,南凌科技,深圳,互联网,20201222 -2381,300922.SZ,天秦装备,河北,专用机械,20201225 -2382,300923.SZ,研奥股份,吉林,运输设备,20201224 -2383,300925.SZ,法本信息,深圳,软件服务,20201230 -2384,300926.SZ,博俊科技,江苏,汽车配件,20210107 -2385,300927.SZ,江天化学,江苏,化工原料,20210107 -2386,300928.SZ,华安鑫创,北京,汽车配件,20210106 -2387,300929.SZ,华骐环保,安徽,环境保护,20210120 -2388,300930.SZ,屹通新材,浙江,小金属,20210121 -2389,300931.SZ,通用电梯,江苏,运输设备,20210121 -2390,300932.SZ,三友联众,广东,电气设备,20210122 -2391,300933.SZ,中辰股份,江苏,电气设备,20210122 -2392,300935.SZ,盈建科,北京,软件服务,20210120 -2393,300936.SZ,中英科技,江苏,元器件,20210126 -2394,300937.SZ,药易购,四川,医药商业,20210127 -2395,300938.SZ,信测标准,深圳,电器仪表,20210127 -2396,300939.SZ,秋田微,深圳,元器件,20210128 -2397,300940.SZ,南极光,深圳,元器件,20210203 -2398,300941.SZ,创识科技,福建,IT设备,20210209 -2399,300942.SZ,易瑞生物,深圳,医疗保健,20210209 -2400,300943.SZ,春晖智控,浙江,机械基件,20210210 -2401,300945.SZ,曼卡龙,浙江,服饰,20210210 -2402,300946.SZ,恒而达,福建,机械基件,20210208 -2403,300947.SZ,德必集团,上海,房产服务,20210210 -2404,300948.SZ,冠中生态,山东,环境保护,20210225 -2405,300949.SZ,奥雅股份,深圳,建筑工程,20210226 -2406,300950.SZ,德固特,山东,专用机械,20210303 -2407,300951.SZ,博硕科技,深圳,元器件,20210226 -2408,300952.SZ,恒辉安防,江苏,纺织,20210311 -2409,300953.SZ,震裕科技,浙江,电气设备,20210318 -2410,300955.SZ,嘉亨家化,福建,日用化工,20210324 -2411,300956.SZ,英力股份,安徽,元器件,20210326 -2412,300957.SZ,贝泰妮,云南,日用化工,20210325 -2413,300958.SZ,建工修复,北京,环境保护,20210329 -2414,300959.SZ,线上线下,江苏,电信运营,20210322 -2415,300960.SZ,通业科技,深圳,运输设备,20210329 -2416,300961.SZ,深水海纳,深圳,环境保护,20210330 -2417,300962.SZ,中金辐照,深圳,医疗保健,20210409 -2418,300963.SZ,中洲特材,上海,小金属,20210409 -2419,300964.SZ,本川智能,江苏,元器件,20210805 -2420,300965.SZ,恒宇信通,北京,航空,20210402 -2421,300966.SZ,共同药业,湖北,化学制药,20210409 -2422,300967.SZ,晓鸣股份,宁夏,农业综合,20210413 -2423,300968.SZ,格林精密,广东,元器件,20210415 -2424,300969.SZ,恒帅股份,浙江,汽车配件,20210412 -2425,300970.SZ,华绿生物,江苏,种植业,20210412 -2426,300971.SZ,博亚精工,湖北,机械基件,20210415 -2427,300972.SZ,万辰集团,福建,种植业,20210419 -2428,300973.SZ,立高食品,广东,食品,20210415 -2429,300975.SZ,商络电子,江苏,元器件,20210421 -2430,300976.SZ,达瑞电子,广东,元器件,20210419 -2431,300977.SZ,深圳瑞捷,深圳,建筑工程,20210420 -2432,300978.SZ,东箭科技,广东,汽车配件,20210426 -2433,300979.SZ,华利集团,广东,服饰,20210426 -2434,300980.SZ,祥源新材,湖北,塑料,20210421 -2435,300981.SZ,中红医疗,河北,医疗保健,20210427 -2436,300982.SZ,苏文电能,江苏,建筑工程,20210427 -2437,300983.SZ,尤安设计,上海,建筑工程,20210420 -2438,300984.SZ,金沃股份,浙江,机械基件,20210618 -2439,300985.SZ,致远新能,吉林,汽车配件,20210429 -2440,300986.SZ,志特新材,江西,其他建材,20210430 -2441,300987.SZ,川网传媒,四川,互联网,20210511 -2442,300988.SZ,津荣天宇,天津,机械基件,20210512 -2443,300989.SZ,蕾奥规划,深圳,建筑工程,20210507 -2444,300990.SZ,同飞股份,河北,专用机械,20210512 -2445,300991.SZ,创益通,深圳,元器件,20210520 -2446,300992.SZ,泰福泵业,浙江,机械基件,20210525 -2447,300993.SZ,玉马遮阳,山东,家居用品,20210524 -2448,300994.SZ,久祺股份,浙江,文教休闲,20210812 -2449,300995.SZ,奇德新材,广东,塑料,20210526 -2450,300996.SZ,普联软件,山东,软件服务,20210603 -2451,300997.SZ,欢乐家,广东,软饮料,20210602 -2452,300998.SZ,宁波方正,浙江,专用机械,20210602 -2453,300999.SZ,金龙鱼,上海,食品,20201015 -2454,301000.SZ,肇民科技,上海,汽车配件,20210528 -2455,301001.SZ,凯淳股份,上海,互联网,20210528 -2456,301002.SZ,崧盛股份,深圳,电气设备,20210607 -2457,301003.SZ,江苏博云,江苏,塑料,20210601 -2458,301004.SZ,嘉益股份,浙江,家居用品,20210625 -2459,301005.SZ,超捷股份,上海,汽车配件,20210601 -2460,301006.SZ,迈拓股份,江苏,电器仪表,20210607 -2461,301007.SZ,德迈仕,辽宁,汽车配件,20210616 -2462,301008.SZ,宏昌科技,浙江,家用电器,20210611 -2463,301009.SZ,可靠股份,浙江,造纸,20210617 -2464,301010.SZ,晶雪节能,江苏,其他建材,20210618 -2465,301011.SZ,华立科技,广东,专用机械,20210617 -2466,301012.SZ,扬电科技,江苏,电气设备,20210622 -2467,301013.SZ,利和兴,深圳,专用机械,20210629 -2468,301015.SZ,百洋医药,山东,医药商业,20210630 -2469,301016.SZ,雷尔伟,江苏,运输设备,20210630 -2470,301017.SZ,漱玉平民,山东,医药商业,20210705 -2471,301018.SZ,申菱环境,广东,专用机械,20210707 -2472,301019.SZ,宁波色母,浙江,塑料,20210628 -2473,301020.SZ,密封科技,山东,机械基件,20210706 -2474,301021.SZ,英诺激光,深圳,专用机械,20210706 -2475,301022.SZ,海泰科,山东,专用机械,20210702 -2476,301023.SZ,江南奕帆,江苏,电气设备,20210707 -2477,301024.SZ,霍普股份,上海,建筑工程,20210728 -2478,301025.SZ,读客文化,上海,出版业,20210719 -2479,301026.SZ,浩通科技,江苏,小金属,20210716 -2480,301027.SZ,华蓝集团,广西,建筑工程,20210715 -2481,301028.SZ,东亚机械,福建,专用机械,20210720 -2482,301029.SZ,怡合达,广东,专用机械,20210723 -2483,301030.SZ,仕净科技,江苏,环境保护,20210722 -2484,301031.SZ,中熔电气,陕西,电气设备,20210715 -2485,301032.SZ,新柴股份,浙江,工程机械,20210722 -2486,301033.SZ,迈普医学,广东,医疗保健,20210726 -2487,301035.SZ,润丰股份,山东,农药化肥,20210728 -2488,301036.SZ,双乐股份,江苏,染料涂料,20210729 -2489,301037.SZ,保立佳,上海,染料涂料,20210730 -2490,301038.SZ,深水规院,深圳,建筑工程,20210804 -2491,301039.SZ,中集车辆,深圳,汽车整车,20210708 -2492,301040.SZ,中环海陆,江苏,机械基件,20210803 -2493,301041.SZ,金百泽,深圳,元器件,20210811 -2494,301042.SZ,安联锐视,广东,IT设备,20210805 -2495,301043.SZ,绿岛风,广东,机械基件,20210811 -2496,301045.SZ,天禄科技,江苏,元器件,20210813 -2497,301046.SZ,能辉科技,上海,新型电力,20210817 -2498,301047.SZ,义翘神州,北京,生物制药,20210816 -2499,301048.SZ,金鹰重工,湖北,运输设备,20210818 -2500,301049.SZ,超越科技,安徽,环境保护,20210824 -2501,301050.SZ,雷电微力,四川,航空,20210824 -2502,301051.SZ,信濠光电,深圳,元器件,20210827 -2503,301052.SZ,果麦文化,浙江,出版业,20210830 -2504,301053.SZ,远信工业,浙江,专用机械,20210901 -2505,301055.SZ,张小泉,浙江,家居用品,20210906 -2506,301056.SZ,森赫股份,浙江,运输设备,20210907 -2507,301057.SZ,汇隆新材,浙江,化纤,20210909 -2508,301058.SZ,中粮科工,江苏,建筑工程,20210909 -2509,301059.SZ,金三江,广东,化工原料,20210913 -2510,301060.SZ,兰卫医学,上海,医疗保健,20210913 -2511,301061.SZ,匠心家居,江苏,家居用品,20210913 -2512,301062.SZ,上海艾录,上海,广告包装,20210914 -2513,301063.SZ,海锅股份,江苏,电气设备,20210924 -2514,301065.SZ,本立科技,浙江,化工原料,20210914 -2515,301066.SZ,万事利,浙江,纺织,20210922 -2516,301067.SZ,显盈科技,深圳,元器件,20210922 -2517,301068.SZ,大地海洋,浙江,环境保护,20210928 -2518,301069.SZ,凯盛新材,山东,化工原料,20210927 -2519,301070.SZ,开勒股份,上海,机械基件,20210923 -2520,301071.SZ,力量钻石,河南,矿物制品,20210924 -2521,301072.SZ,中捷精工,江苏,汽车配件,20210929 -2522,301073.SZ,君亭酒店,浙江,酒店餐饮,20210930 -2523,301075.SZ,多瑞医药,西藏,化学制药,20210929 -2524,301076.SZ,新瀚新材,江苏,化工原料,20211011 -2525,301077.SZ,星华新材,浙江,化工原料,20210930 -2526,301078.SZ,孩子王,江苏,其他商业,20211014 -2527,301079.SZ,邵阳液压,湖南,机械基件,20211019 -2528,301080.SZ,百普赛斯,北京,生物制药,20211018 -2529,301081.SZ,严牌股份,浙江,环境保护,20211020 -2530,301082.SZ,久盛电气,浙江,电气设备,20211027 -2531,301083.SZ,百胜智能,江西,专用机械,20211021 -2532,301085.SZ,亚康股份,北京,软件服务,20211018 -2533,301086.SZ,鸿富瀚,深圳,元器件,20211020 -2534,301087.SZ,可孚医疗,湖南,医疗保健,20211025 -2535,301088.SZ,戎美股份,江苏,服饰,20211028 -2536,301089.SZ,拓新药业,河南,化学制药,20211027 -2537,301090.SZ,华润材料,江苏,化工原料,20211026 -2538,301091.SZ,深城交,深圳,建筑工程,20211029 -2539,301092.SZ,争光股份,浙江,化工原料,20211102 -2540,301093.SZ,华兰股份,江苏,医疗保健,20211101 -2541,301095.SZ,广立微,浙江,半导体,20220805 -2542,301096.SZ,百诚医药,浙江,医疗保健,20211220 -2543,301097.SZ,天益医疗,浙江,医疗保健,20220407 -2544,301098.SZ,金埔园林,江苏,建筑工程,20211112 -2545,301099.SZ,雅创电子,上海,元器件,20211122 -2546,301100.SZ,风光股份,辽宁,化工原料,20211217 -2547,301101.SZ,明月镜片,江苏,文教休闲,20211216 -2548,301102.SZ,兆讯传媒,天津,广告包装,20220328 -2549,301103.SZ,何氏眼科,辽宁,医疗保健,20220322 -2550,301105.SZ,鸿铭股份,广东,专用机械,20221230 -2551,301106.SZ,骏成科技,江苏,元器件,20220128 -2552,301107.SZ,瑜欣电子,重庆,机械基件,20220524 -2553,301108.SZ,洁雅股份,安徽,日用化工,20211203 -2554,301109.SZ,军信股份,湖南,环境保护,20220413 -2555,301110.SZ,青木股份,广东,互联网,20220311 -2556,301111.SZ,粤万年青,广东,中成药,20211207 -2557,301112.SZ,信邦智能,广东,专用机械,20220629 -2558,301113.SZ,雅艺科技,浙江,家居用品,20211222 -2559,301115.SZ,建科股份,江苏,建筑工程,20220831 -2560,301116.SZ,益客食品,江苏,食品,20220118 -2561,301117.SZ,佳缘科技,四川,软件服务,20220117 -2562,301118.SZ,恒光股份,湖南,化工原料,20211118 -2563,301119.SZ,正强股份,浙江,汽车配件,20211122 -2564,301120.SZ,新特电气,北京,电气设备,20220419 -2565,301121.SZ,紫建电子,重庆,电气设备,20220808 -2566,301122.SZ,采纳股份,江苏,医疗保健,20220126 -2567,301123.SZ,奕东电子,广东,元器件,20220125 -2568,301125.SZ,腾亚精工,江苏,机械基件,20220608 -2569,301126.SZ,达嘉维康,湖南,医药商业,20211207 -2570,301127.SZ,天源环保,湖北,环境保护,20211230 -2571,301128.SZ,强瑞技术,深圳,专用机械,20211110 -2572,301129.SZ,瑞纳智能,安徽,电器仪表,20211102 -2573,301130.SZ,西点药业,吉林,化学制药,20220223 -2574,301131.SZ,聚赛龙,广东,塑料,20220314 -2575,301132.SZ,满坤科技,江西,元器件,20220810 -2576,301133.SZ,金钟股份,广东,汽车配件,20211126 -2577,301135.SZ,瑞德智能,广东,元器件,20220412 -2578,301136.SZ,招标股份,福建,建筑工程,20220111 -2579,301137.SZ,哈焊华通,江苏,机械基件,20220322 -2580,301138.SZ,华研精机,广东,专用机械,20211215 -2581,301139.SZ,元道通信,新疆,通信设备,20220708 -2582,301141.SZ,中科磁业,浙江,矿物制品,20230403 -2583,301148.SZ,嘉戎技术,福建,环境保护,20220421 -2584,301149.SZ,隆华新材,山东,化工原料,20211110 -2585,301150.SZ,中一科技,湖北,电气设备,20220421 -2586,301151.SZ,冠龙节能,上海,机械基件,20220411 -2587,301152.SZ,天力锂能,河南,小金属,20220829 -2588,301153.SZ,中科江南,北京,软件服务,20220518 -2589,301155.SZ,海力风电,江苏,电气设备,20211124 -2590,301156.SZ,美农生物,上海,饲料,20220617 -2591,301157.SZ,华塑科技,浙江,电气设备,20230309 -2592,301158.SZ,德石股份,山东,专用机械,20220117 -2593,301159.SZ,三维天地,北京,软件服务,20220107 -2594,301160.SZ,翔楼新材,江苏,机械基件,20220606 -2595,301161.SZ,唯万密封,上海,工程机械,20220914 -2596,301162.SZ,国能日新,北京,软件服务,20220429 -2597,301163.SZ,宏德股份,江苏,机械基件,20220419 -2598,301165.SZ,锐捷网络,福建,通信设备,20221121 -2599,301166.SZ,优宁维,上海,医药商业,20211228 -2600,301167.SZ,建研设计,安徽,建筑工程,20211206 -2601,301168.SZ,通灵股份,江苏,电气设备,20211210 -2602,301169.SZ,零点有数,北京,文教休闲,20211103 -2603,301170.SZ,锡南科技,江苏,汽车配件,20230627 -2604,301171.SZ,易点天下,陕西,互联网,20220819 -2605,301172.SZ,君逸数码,四川,软件服务,20230726 -2606,301175.SZ,中科环保,北京,环境保护,20220708 -2607,301176.SZ,逸豪新材,江西,元器件,20220928 -2608,301177.SZ,迪阿股份,深圳,服饰,20211215 -2609,301178.SZ,天亿马,广东,软件服务,20211112 -2610,301179.SZ,泽宇智能,江苏,软件服务,20211208 -2611,301180.SZ,万祥科技,江苏,元器件,20211116 -2612,301181.SZ,标榜股份,江苏,汽车配件,20220221 -2613,301182.SZ,凯旺科技,河南,元器件,20211223 -2614,301183.SZ,东田微,湖北,元器件,20220524 -2615,301185.SZ,鸥玛软件,山东,软件服务,20211119 -2616,301186.SZ,超达装备,江苏,专用机械,20211223 -2617,301187.SZ,欧圣电气,江苏,家用电器,20220422 -2618,301188.SZ,力诺特玻,山东,玻璃,20211111 -2619,301189.SZ,奥尼电子,深圳,IT设备,20211228 -2620,301190.SZ,善水科技,江西,染料涂料,20211224 -2621,301191.SZ,菲菱科思,深圳,通信设备,20220526 -2622,301192.SZ,泰祥股份,湖北,汽车配件,20220811 -2623,301193.SZ,家联科技,浙江,家居用品,20211209 -2624,301195.SZ,北路智控,江苏,软件服务,20220801 -2625,301196.SZ,唯科科技,福建,专用机械,20220111 -2626,301197.SZ,工大科雅,河北,软件服务,20220808 -2627,301198.SZ,喜悦智行,浙江,塑料,20211202 -2628,301199.SZ,迈赫股份,山东,专用机械,20211207 -2629,301200.SZ,大族数控,深圳,专用机械,20220228 -2630,301201.SZ,诚达药业,浙江,生物制药,20220120 -2631,301202.SZ,朗威股份,江苏,机械基件,20230705 -2632,301203.SZ,国泰环保,浙江,环境保护,20230404 -2633,301205.SZ,联特科技,湖北,通信设备,20220913 -2634,301206.SZ,三元生物,山东,食品,20220210 -2635,301207.SZ,华兰疫苗,河南,生物制药,20220218 -2636,301208.SZ,中亦科技,北京,软件服务,20220707 -2637,301209.SZ,联合化学,山东,染料涂料,20220825 -2638,301210.SZ,金杨股份,江苏,电气设备,20230630 -2639,301211.SZ,亨迪药业,湖北,化学制药,20211222 -2640,301212.SZ,联盛化学,浙江,化工原料,20220419 -2641,301213.SZ,观想科技,四川,软件服务,20211206 -2642,301215.SZ,中汽股份,江苏,汽车服务,20220308 -2643,301216.SZ,万凯新材,浙江,化工原料,20220329 -2644,301217.SZ,铜冠铜箔,安徽,元器件,20220127 -2645,301218.SZ,华是科技,浙江,软件服务,20220307 -2646,301219.SZ,腾远钴业,江西,小金属,20220317 -2647,301220.SZ,亚香股份,江苏,化工原料,20220622 -2648,301221.SZ,光庭信息,湖北,软件服务,20211222 -2649,301222.SZ,浙江恒威,浙江,电气设备,20220309 -2650,301223.SZ,中荣股份,广东,广告包装,20221026 -2651,301225.SZ,恒勃股份,浙江,汽车配件,20230616 -2652,301226.SZ,祥明智能,江苏,电气设备,20220325 -2653,301227.SZ,森鹰窗业,黑龙江,家居用品,20220926 -2654,301228.SZ,实朴检测,上海,电器仪表,20220128 -2655,301229.SZ,纽泰格,江苏,汽车配件,20220222 -2656,301230.SZ,泓博医药,上海,生物制药,20221101 -2657,301231.SZ,荣信文化,陕西,出版业,20220908 -2658,301232.SZ,飞沃科技,湖南,机械基件,20230615 -2659,301233.SZ,盛帮股份,四川,汽车配件,20220706 -2660,301234.SZ,五洲医疗,安徽,医疗保健,20220705 -2661,301235.SZ,华康医疗,湖北,医疗保健,20220128 -2662,301236.SZ,软通动力,北京,软件服务,20220315 -2663,301237.SZ,和顺科技,浙江,塑料,20220323 -2664,301238.SZ,瑞泰新材,江苏,化工原料,20220617 -2665,301239.SZ,普瑞眼科,四川,医疗保健,20220705 -2666,301246.SZ,宏源药业,湖北,化学制药,20230320 -2667,301248.SZ,杰创智能,广东,软件服务,20220420 -2668,301251.SZ,威尔高,江西,元器件,20230906 -2669,301252.SZ,同星科技,浙江,机械基件,20230525 -2670,301255.SZ,通力科技,浙江,机械基件,20221227 -2671,301256.SZ,华融化学,四川,化工原料,20220322 -2672,301257.SZ,普蕊斯,上海,医疗保健,20220517 -2673,301258.SZ,富士莱,江苏,化学制药,20220329 -2674,301259.SZ,艾布鲁,湖南,环境保护,20220426 -2675,301260.SZ,格力博,江苏,专用机械,20230208 -2676,301261.SZ,恒工精密,河北,机械基件,20230710 -2677,301262.SZ,海看股份,山东,影视音像,20230620 -2678,301263.SZ,泰恩康,广东,医药商业,20220329 -2679,301265.SZ,华新环保,北京,环境保护,20221216 -2680,301266.SZ,宇邦新材,江苏,电气设备,20220608 -2681,301267.SZ,华厦眼科,福建,医疗保健,20221107 -2682,301268.SZ,铭利达,深圳,机械基件,20220407 -2683,301269.SZ,华大九天,北京,半导体,20220729 -2684,301270.SZ,汉仪股份,北京,软件服务,20220831 -2685,301272.SZ,英华特,江苏,专用机械,20230713 -2686,301273.SZ,瑞晨环保,上海,机械基件,20221025 -2687,301276.SZ,嘉曼服饰,北京,服饰,20220909 -2688,301277.SZ,新天地,河南,化学制药,20221116 -2689,301278.SZ,快可电子,江苏,电气设备,20220804 -2690,301279.SZ,金道科技,浙江,机械基件,20220413 -2691,301280.SZ,珠城科技,浙江,元器件,20221226 -2692,301281.SZ,科源制药,山东,化学制药,20230404 -2693,301282.SZ,金禄电子,广东,元器件,20220826 -2694,301283.SZ,聚胶股份,广东,日用化工,20220902 -2695,301285.SZ,鸿日达,江苏,元器件,20220928 -2696,301286.SZ,侨源股份,四川,化工原料,20220614 -2697,301287.SZ,康力源,江苏,文教休闲,20230614 -2698,301288.SZ,清研环境,深圳,环境保护,20220422 -2699,301289.SZ,国缆检测,上海,电器仪表,20220622 -2700,301290.SZ,东星医疗,江苏,医疗保健,20221130 -2701,301291.SZ,明阳电气,广东,电气设备,20230630 -2702,301292.SZ,海科新源,山东,化工原料,20230707 -2703,301293.SZ,三博脑科,北京,医疗保健,20230505 -2704,301295.SZ,美硕科技,浙江,电气设备,20230628 -2705,301296.SZ,新巨丰,山东,广告包装,20220902 -2706,301297.SZ,富乐德,安徽,半导体,20221230 -2707,301298.SZ,东利机械,河北,汽车配件,20220606 -2708,301299.SZ,卓创资讯,山东,互联网,20221019 -2709,301300.SZ,远翔新材,福建,化工原料,20220819 -2710,301301.SZ,川宁生物,新疆,化学制药,20221227 -2711,301302.SZ,华如科技,北京,软件服务,20220623 -2712,301303.SZ,真兰仪表,上海,电器仪表,20230220 -2713,301305.SZ,朗坤环境,深圳,环境保护,20230523 -2714,301306.SZ,西测测试,陕西,综合类,20220726 -2715,301307.SZ,美利信,重庆,通信设备,20230424 -2716,301308.SZ,江波龙,深圳,半导体,20220805 -2717,301309.SZ,万得凯,浙江,机械基件,20220919 -2718,301310.SZ,鑫宏业,江苏,汽车配件,20230602 -2719,301311.SZ,昆船智能,云南,机械基件,20221130 -2720,301312.SZ,智立方,深圳,专用机械,20220711 -2721,301313.SZ,凡拓数创,广东,文教休闲,20220930 -2722,301314.SZ,科瑞思,广东,元器件,20230328 -2723,301315.SZ,威士顿,上海,软件服务,20230621 -2724,301316.SZ,慧博云通,浙江,软件服务,20221013 -2725,301317.SZ,鑫磊股份,浙江,机械基件,20230119 -2726,301318.SZ,维海德,深圳,IT设备,20220810 -2727,301319.SZ,唯特偶,深圳,元器件,20220929 -2728,301320.SZ,豪江智能,山东,电气设备,20230609 -2729,301321.SZ,翰博高新,安徽,元器件,20220818 -2730,301322.SZ,绿通科技,广东,摩托车,20230306 -2731,301323.SZ,新莱福,广东,橡胶,20230606 -2732,301325.SZ,曼恩斯特,深圳,专用机械,20230512 -2733,301326.SZ,捷邦科技,广东,元器件,20220921 -2734,301327.SZ,华宝新能,深圳,电气设备,20220919 -2735,301328.SZ,维峰电子,广东,专用机械,20220908 -2736,301329.SZ,信音电子,江苏,元器件,20230717 -2737,301330.SZ,熵基科技,广东,IT设备,20220817 -2738,301331.SZ,恩威医药,西藏,中成药,20220921 -2739,301332.SZ,德尔玛,广东,家用电器,20230518 -2740,301333.SZ,诺思格,北京,医疗保健,20220802 -2741,301335.SZ,天元宠物,浙江,文教休闲,20221118 -2742,301336.SZ,趣睡科技,四川,家居用品,20220812 -2743,301337.SZ,亚华电子,山东,软件服务,20230526 -2744,301338.SZ,凯格精机,广东,专用机械,20220816 -2745,301339.SZ,通行宝,江苏,软件服务,20220909 -2746,301345.SZ,涛涛车业,浙江,摩托车,20230321 -2747,301348.SZ,蓝箭电子,广东,半导体,20230810 -2748,301349.SZ,信德新材,辽宁,化工原料,20220909 -2749,301353.SZ,普莱得,浙江,专用机械,20230530 -2750,301355.SZ,南王科技,福建,广告包装,20230612 -2751,301356.SZ,天振股份,浙江,家居用品,20221114 -2752,301357.SZ,北方长龙,陕西,专用机械,20230418 -2753,301358.SZ,湖南裕能,湖南,电气设备,20230209 -2754,301359.SZ,东南电子,浙江,电气设备,20221109 -2755,301360.SZ,荣旗科技,江苏,专用机械,20230425 -2756,301361.SZ,众智科技,河南,电气设备,20221116 -2757,301362.SZ,民爆光电,深圳,电气设备,20230804 -2758,301363.SZ,美好医疗,深圳,医疗保健,20221012 -2759,301365.SZ,矩阵股份,深圳,装修装饰,20221122 -2760,301366.SZ,一博科技,深圳,元器件,20220926 -2761,301367.SZ,怡和嘉业,北京,医疗保健,20221101 -2762,301368.SZ,丰立智能,浙江,机械基件,20221215 -2763,301369.SZ,联动科技,广东,半导体,20220922 -2764,301370.SZ,国科恒泰,北京,医药商业,20230712 -2765,301371.SZ,敷尔佳,黑龙江,日用化工,20230801 -2766,301372.SZ,科净源,北京,环境保护,20230811 -2767,301373.SZ,凌玮科技,广东,化工原料,20230208 -2768,301376.SZ,致欧科技,河南,家居用品,20230621 -2769,301377.SZ,鼎泰高科,广东,机械基件,20221122 -2770,301378.SZ,通达海,江苏,软件服务,20230320 -2771,301379.SZ,天山电子,广西,元器件,20221101 -2772,301380.SZ,挖金客,北京,软件服务,20221025 -2773,301381.SZ,赛维时代,深圳,互联网,20230712 -2774,301382.SZ,蜂助手,广东,互联网,20230517 -2775,301383.SZ,天键股份,江西,元器件,20230609 -2776,301386.SZ,未来电器,江苏,电气设备,20230329 -2777,301387.SZ,光大同创,深圳,元器件,20230418 -2778,301388.SZ,欣灵电气,浙江,电气设备,20221109 -2779,301389.SZ,隆扬电子,江苏,元器件,20221031 -2780,301390.SZ,经纬股份,浙江,建筑工程,20230508 -2781,301391.SZ,卡莱特,深圳,IT设备,20221201 -2782,301393.SZ,昊帆生物,江苏,化工原料,20230712 -2783,301395.SZ,仁信新材,广东,化工原料,20230703 -2784,301396.SZ,宏景科技,广东,软件服务,20221111 -2785,301397.SZ,溯联股份,重庆,汽车配件,20230628 -2786,301398.SZ,星源卓镁,浙江,汽车配件,20221215 -2787,301399.SZ,英特科技,浙江,机械基件,20230523 -2788,301408.SZ,华人健康,安徽,医药商业,20230301 -2789,301413.SZ,安培龙,深圳,电器仪表,20231218 -2790,301418.SZ,协昌科技,江苏,电气设备,20230821 -2791,301419.SZ,阿莱德,上海,元器件,20230209 -2792,301421.SZ,波长光电,江苏,元器件,20230823 -2793,301428.SZ,世纪恒通,贵州,互联网,20230519 -2794,301429.SZ,森泰股份,安徽,其他建材,20230417 -2795,301439.SZ,泓淋电力,山东,电气设备,20230317 -2796,301446.SZ,福事特,江西,机械基件,20230725 -2797,301448.SZ,开创电气,浙江,机械基件,20230619 -2798,301456.SZ,盘古智能,山东,电气设备,20230714 -2799,301459.SZ,丰茂股份,浙江,汽车配件,20231213 -2800,301468.SZ,博盈特焊,广东,专用机械,20230724 -2801,301469.SZ,恒达新材,浙江,造纸,20230822 -2802,301486.SZ,致尚科技,深圳,元器件,20230707 -2803,301487.SZ,盟固利,天津,化工原料,20230809 -2804,301488.SZ,豪恩汽电,深圳,汽车配件,20230704 -2805,301489.SZ,思泉新材,广东,元器件,20231024 -2806,301498.SZ,乖宝宠物,山东,饲料,20230816 -2807,301499.SZ,维科精密,上海,汽车配件,20230721 -2808,301500.SZ,飞南资源,广东,环境保护,20230921 -2809,301502.SZ,华阳智能,江苏,电气设备,20240202 -2810,301503.SZ,智迪科技,广东,IT设备,20230717 -2811,301505.SZ,苏州规划,江苏,建筑工程,20230719 -2812,301507.SZ,民生健康,浙江,化学制药,20230905 -2813,301508.SZ,中机认检,北京,电器仪表,20231201 -2814,301509.SZ,金凯生科,辽宁,化学制药,20230803 -2815,301510.SZ,固高科技,深圳,电器仪表,20230815 -2816,301511.SZ,德福科技,江西,电气设备,20230817 -2817,301512.SZ,智信精密,深圳,专用机械,20230720 -2818,301515.SZ,港通医疗,四川,医疗保健,20230725 -2819,301516.SZ,中远通,深圳,电气设备,20231208 -2820,301517.SZ,陕西华达,陕西,元器件,20231017 -2821,301518.SZ,长华化学,江苏,化工原料,20230803 -2822,301519.SZ,舜禹股份,安徽,水务,20230727 -2823,301520.SZ,万邦医药,安徽,生物制药,20230925 -2824,301525.SZ,儒竞科技,上海,家用电器,20230830 -2825,301526.SZ,国际复材,重庆,玻璃,20231226 -2826,301528.SZ,多浦乐,广东,电器仪表,20230828 -2827,301529.SZ,福赛科技,安徽,汽车配件,20230911 -2828,301533.SZ,威马农机,重庆,农用机械,20230818 -2829,301538.SZ,骏鼎达,深圳,塑料,20240320 -2830,301548.SZ,崇德科技,湖南,机械基件,20230920 -2831,301550.SZ,斯菱股份,浙江,汽车配件,20230915 -2832,301555.SZ,惠柏新材,上海,化工原料,20231031 -2833,301558.SZ,三态股份,深圳,互联网,20230928 -2834,301559.SZ,中集环科,江苏,专用机械,20231011 -2835,301566.SZ,达利凯普,辽宁,元器件,20231229 -2836,301567.SZ,贝隆精密,浙江,元器件,20240116 -2837,301568.SZ,思泰克,福建,专用机械,20231128 -2838,301577.SZ,美信科技,广东,元器件,20240124 -2839,301578.SZ,辰奕智能,广东,IT设备,20231228 -2840,301588.SZ,C美新,广东,家居用品,20240313 -2841,301589.SZ,诺瓦星云,陕西,IT设备,20240208 -2842,301591.SZ,肯特股份,江苏,塑料,20240228 -2843,430017.BJ,星昊医药,北京,化学制药,20230531 -2844,430047.BJ,诺思兰德,北京,生物制药,20201124 -2845,430090.BJ,同辉信息,北京,软件服务,20210809 -2846,430139.BJ,华岭股份,上海,半导体,20221028 -2847,430198.BJ,微创光电,湖北,IT设备,20200727 -2848,430300.BJ,辰光医疗,上海,医疗保健,20221207 -2849,430418.BJ,苏轴股份,江苏,汽车配件,20200727 -2850,430425.BJ,乐创技术,四川,专用机械,20230130 -2851,430476.BJ,海能技术,山东,电器仪表,20221014 -2852,430478.BJ,峆一药业,安徽,化学制药,20230223 -2853,430489.BJ,佳先股份,安徽,化工原料,20200727 -2854,430510.BJ,丰光精密,山东,机械基件,20201228 -2855,430556.BJ,雅达股份,广东,电器仪表,20230317 -2856,430564.BJ,天润科技,陕西,软件服务,20220617 -2857,430685.BJ,新芝生物,浙江,电器仪表,20221010 -2858,430718.BJ,合肥高科,安徽,家用电器,20221222 -2859,600000.SH,浦发银行,上海,银行,19991110 -2860,600004.SH,白云机场,广东,机场,20030428 -2861,600006.SH,东风汽车,湖北,汽车整车,19990727 -2862,600007.SH,中国国贸,北京,园区开发,19990312 -2863,600008.SH,首创环保,北京,环境保护,20000427 -2864,600009.SH,上海机场,上海,机场,19980218 -2865,600010.SH,包钢股份,内蒙,普钢,20010309 -2866,600011.SH,华能国际,北京,火力发电,20011206 -2867,600012.SH,皖通高速,安徽,路桥,20030107 -2868,600015.SH,华夏银行,北京,银行,20030912 -2869,600016.SH,民生银行,北京,银行,20001219 -2870,600017.SH,日照港,山东,港口,20061017 -2871,600018.SH,上港集团,上海,港口,20061026 -2872,600019.SH,宝钢股份,上海,普钢,20001212 -2873,600020.SH,中原高速,河南,路桥,20030808 -2874,600021.SH,上海电力,上海,火力发电,20031029 -2875,600022.SH,山东钢铁,山东,普钢,20040629 -2876,600023.SH,浙能电力,浙江,火力发电,20131219 -2877,600025.SH,华能水电,云南,水力发电,20171215 -2878,600026.SH,中远海能,上海,水运,20020523 -2879,600027.SH,华电国际,山东,火力发电,20050203 -2880,600028.SH,中国石化,北京,石油加工,20010808 -2881,600029.SH,南方航空,广东,空运,20030725 -2882,600030.SH,中信证券,深圳,证券,20030106 -2883,600031.SH,三一重工,北京,工程机械,20030703 -2884,600032.SH,浙江新能,浙江,新型电力,20210525 -2885,600033.SH,福建高速,福建,路桥,20010209 -2886,600035.SH,楚天高速,湖北,路桥,20040310 -2887,600036.SH,招商银行,深圳,银行,20020409 -2888,600037.SH,歌华有线,北京,影视音像,20010208 -2889,600038.SH,中直股份,黑龙江,航空,20001218 -2890,600039.SH,四川路桥,四川,建筑工程,20030325 -2891,600048.SH,保利发展,广东,全国地产,20060731 -2892,600050.SH,中国联通,北京,电信运营,20021009 -2893,600051.SH,宁波联合,浙江,综合类,19970410 -2894,600052.SH,东望时代,浙江,供气供热,19970415 -2895,600053.SH,九鼎投资,江西,多元金融,19970418 -2896,600054.SH,黄山旅游,安徽,旅游景点,19970506 -2897,600055.SH,万东医疗,北京,医疗保健,19970519 -2898,600056.SH,中国医药,北京,医药商业,19970515 -2899,600057.SH,厦门象屿,福建,仓储物流,19970604 -2900,600058.SH,五矿发展,北京,商贸代理,19970528 -2901,600059.SH,古越龙山,浙江,红黄酒,19970516 -2902,600060.SH,海信视像,山东,家用电器,19970422 -2903,600061.SH,国投资本,上海,证券,19970519 -2904,600062.SH,华润双鹤,北京,化学制药,19970522 -2905,600063.SH,皖维高新,安徽,化纤,19970528 -2906,600064.SH,南京高科,江苏,园区开发,19970506 -2907,600066.SH,宇通客车,河南,汽车整车,19970508 -2908,600067.SH,冠城大通,福建,区域地产,19970508 -2909,600070.SH,ST富润,浙江,互联网,19970604 -2910,600071.SH,凤凰光学,江西,元器件,19970528 -2911,600072.SH,中船科技,上海,船舶,19970603 -2912,600073.SH,上海梅林,上海,食品,19970704 -2913,600075.SH,新疆天业,新疆,化工原料,19970617 -2914,600076.SH,康欣新材,山东,广告包装,19970526 -2915,600078.SH,ST澄星,江苏,化工原料,19970627 -2916,600079.SH,人福医药,湖北,化学制药,19970606 -2917,600080.SH,金花股份,陕西,中成药,19970612 -2918,600081.SH,东风科技,上海,汽车配件,19970703 -2919,600082.SH,海泰发展,天津,园区开发,19970620 -2920,600083.SH,博信股份,江苏,综合类,19970606 -2921,600084.SH,中信尼雅,新疆,红黄酒,19970711 -2922,600085.SH,同仁堂,北京,中成药,19970625 -2923,600088.SH,中视传媒,上海,影视音像,19970616 -2924,600089.SH,特变电工,新疆,电气设备,19970618 -2925,600094.SH,大名城,上海,区域地产,19970703 -2926,600095.SH,湘财股份,黑龙江,证券,19970708 -2927,600096.SH,云天化,云南,农药化肥,19970709 -2928,600097.SH,开创国际,上海,渔业,19970619 -2929,600098.SH,广州发展,广东,火力发电,19970718 -2930,600099.SH,林海股份,江苏,汽车整车,19970704 -2931,600100.SH,同方股份,北京,IT设备,19970627 -2932,600101.SH,明星电力,四川,水力发电,19970627 -2933,600103.SH,青山纸业,福建,造纸,19970703 -2934,600104.SH,上汽集团,上海,汽车整车,19971125 -2935,600105.SH,永鼎股份,江苏,通信设备,19970929 -2936,600106.SH,重庆路桥,重庆,路桥,19970618 -2937,600107.SH,美尔雅,湖北,服饰,19971106 -2938,600108.SH,亚盛集团,甘肃,种植业,19970818 -2939,600109.SH,国金证券,四川,证券,19970807 -2940,600110.SH,诺德股份,吉林,电气设备,19971007 -2941,600111.SH,北方稀土,内蒙,小金属,19970924 -2942,600112.SH,ST天成,贵州,电气设备,19971127 -2943,600113.SH,浙江东日,浙江,区域地产,19971021 -2944,600114.SH,东睦股份,浙江,机械基件,20040511 -2945,600115.SH,中国东航,上海,空运,19971105 -2946,600116.SH,三峡水利,重庆,水力发电,19970804 -2947,600117.SH,*ST西钢,青海,特种钢,19971015 -2948,600118.SH,中国卫星,北京,航空,19970908 -2949,600119.SH,长江投资,上海,仓储物流,19980115 -2950,600120.SH,浙江东方,浙江,多元金融,19971201 -2951,600121.SH,郑州煤电,河南,煤炭开采,19980107 -2952,600123.SH,兰花科创,山西,煤炭开采,19981217 -2953,600125.SH,铁龙物流,辽宁,铁路,19980511 -2954,600126.SH,杭钢股份,浙江,普钢,19980311 -2955,600127.SH,金健米业,湖南,农业综合,19980506 -2956,600128.SH,苏豪弘业,江苏,商贸代理,19970901 -2957,600129.SH,太极集团,重庆,中成药,19971118 -2958,600130.SH,波导股份,浙江,元器件,20000706 -2959,600131.SH,国网信通,四川,通信设备,19980402 -2960,600132.SH,重庆啤酒,重庆,啤酒,19971030 -2961,600133.SH,东湖高新,湖北,建筑工程,19980212 -2962,600135.SH,乐凯胶片,河北,化工原料,19980122 -2963,600136.SH,*ST明诚,湖北,影视音像,19980303 -2964,600137.SH,浪莎股份,四川,服饰,19980416 -2965,600138.SH,中青旅,北京,旅游服务,19971203 -2966,600141.SH,兴发集团,湖北,农药化肥,19990616 -2967,600143.SH,金发科技,广东,塑料,20040623 -2968,600148.SH,长春一东,吉林,汽车配件,19980520 -2969,600149.SH,廊坊发展,河北,综合类,19991014 -2970,600150.SH,中国船舶,上海,船舶,19980520 -2971,600151.SH,航天机电,上海,汽车配件,19980605 -2972,600152.SH,维科技术,浙江,电气设备,19980609 -2973,600153.SH,建发股份,福建,仓储物流,19980616 -2974,600155.SH,华创云信,北京,证券,19980918 -2975,600156.SH,华升股份,湖南,纺织,19980527 -2976,600157.SH,永泰能源,山西,火力发电,19980513 -2977,600158.SH,中体产业,天津,文教休闲,19980327 -2978,600159.SH,大龙地产,北京,区域地产,19980526 -2979,600160.SH,巨化股份,浙江,化工原料,19980626 -2980,600161.SH,天坛生物,北京,生物制药,19980616 -2981,600162.SH,香江控股,深圳,全国地产,19980609 -2982,600163.SH,中闽能源,福建,新型电力,19980602 -2983,600165.SH,宁科生物,宁夏,化工原料,19980529 -2984,600166.SH,福田汽车,北京,汽车整车,19980602 -2985,600167.SH,联美控股,辽宁,供气供热,19990128 -2986,600168.SH,武汉控股,湖北,水务,19980427 -2987,600169.SH,太原重工,山西,工程机械,19980904 -2988,600170.SH,上海建工,上海,建筑工程,19980623 -2989,600171.SH,上海贝岭,上海,半导体,19980924 -2990,600172.SH,黄河旋风,河南,矿物制品,19981126 -2991,600173.SH,卧龙地产,浙江,全国地产,19990415 -2992,600176.SH,中国巨石,浙江,玻璃,19990422 -2993,600177.SH,雅戈尔,浙江,服饰,19981119 -2994,600178.SH,东安动力,黑龙江,汽车配件,19981014 -2995,600179.SH,安通控股,黑龙江,仓储物流,19981104 -2996,600180.SH,瑞茂通,山东,仓储物流,19980703 -2997,600182.SH,S佳通,黑龙江,汽车配件,19990507 -2998,600183.SH,生益科技,广东,元器件,19981028 -2999,600184.SH,光电股份,湖北,专用机械,20031106 -3000,600185.SH,格力地产,广东,区域地产,19990611 -3001,600186.SH,莲花健康,河南,食品,19980825 -3002,600187.SH,国中水务,黑龙江,水务,19981111 -3003,600188.SH,兖矿能源,山东,煤炭开采,19980701 -3004,600189.SH,泉阳泉,吉林,软饮料,19981007 -3005,600190.SH,锦州港,辽宁,港口,19990609 -3006,600191.SH,华资实业,内蒙,食品,19981210 -3007,600192.SH,长城电工,甘肃,电气设备,19981224 -3008,600193.SH,创兴资源,上海,装修装饰,19990527 -3009,600195.SH,中牧股份,北京,农业综合,19990107 -3010,600196.SH,复星医药,上海,化学制药,19980807 -3011,600197.SH,伊力特,新疆,白酒,19990916 -3012,600198.SH,大唐电信,北京,通信设备,19981021 -3013,600199.SH,金种子酒,安徽,白酒,19980812 -3014,600200.SH,江苏吴中,江苏,化学制药,19990401 -3015,600201.SH,生物股份,内蒙,农业综合,19990115 -3016,600202.SH,哈空调,黑龙江,专用机械,19990603 -3017,600203.SH,福日电子,福建,元器件,19990514 -3018,600206.SH,有研新材,北京,半导体,19990319 -3019,600207.SH,安彩高科,河南,电气设备,19990714 -3020,600208.SH,新湖中宝,浙江,全国地产,19990623 -3021,600210.SH,紫江企业,上海,广告包装,19990824 -3022,600211.SH,西藏药业,西藏,生物制药,19990721 -3023,600212.SH,绿能慧充,山东,电气设备,19990817 -3024,600213.SH,亚星客车,江苏,汽车整车,19990831 -3025,600215.SH,派斯林,吉林,专用机械,19990909 -3026,600216.SH,浙江医药,浙江,化学制药,19991021 -3027,600217.SH,中再资环,陕西,环境保护,19991216 -3028,600218.SH,全柴动力,安徽,汽车配件,19981203 -3029,600219.SH,南山铝业,山东,铝,19991223 -3030,600220.SH,江苏阳光,江苏,纺织,19990927 -3031,600221.SH,海航控股,海南,空运,19991125 -3032,600222.SH,太龙药业,河南,中成药,19991105 -3033,600223.SH,福瑞达,山东,日用化工,20000113 -3034,600225.SH,卓朗科技,天津,软件服务,20000127 -3035,600226.SH,瀚叶股份,浙江,供气供热,19991116 -3036,600227.SH,赤天化,贵州,农药化肥,20000221 -3037,600228.SH,返利科技,江西,互联网,19990119 -3038,600229.SH,城市传媒,山东,出版业,20000309 -3039,600230.SH,沧州大化,河北,化工原料,20000406 -3040,600231.SH,凌钢股份,辽宁,普钢,20000511 -3041,600232.SH,金鹰股份,浙江,纺织,20000602 -3042,600233.SH,圆通速递,辽宁,仓储物流,20000608 -3043,600234.SH,科新发展,山西,装修装饰,20000615 -3044,600235.SH,民丰特纸,浙江,造纸,20000615 -3045,600236.SH,桂冠电力,广西,水力发电,20000323 -3046,600237.SH,铜峰电子,安徽,元器件,20000609 -3047,600238.SH,海南椰岛,海南,红黄酒,20000120 -3048,600239.SH,云南城投,云南,区域地产,19991202 -3049,600241.SH,时代万恒,辽宁,电气设备,20001128 -3050,600243.SH,青海华鼎,青海,运输设备,20001120 -3051,600246.SH,万通发展,北京,区域地产,20000922 -3052,600248.SH,陕建股份,陕西,建筑工程,20000622 -3053,600249.SH,两面针,广西,日用化工,20040130 -3054,600250.SH,南京商旅,江苏,商贸代理,20010306 -3055,600251.SH,冠农股份,新疆,农业综合,20030609 -3056,600252.SH,中恒集团,广西,中成药,20001130 -3057,600255.SH,鑫科材料,安徽,小金属,20001122 -3058,600256.SH,广汇能源,新疆,石油开采,20000526 -3059,600257.SH,大湖股份,湖南,渔业,20000612 -3060,600258.SH,首旅酒店,北京,酒店餐饮,20000601 -3061,600259.SH,广晟有色,海南,小金属,20000525 -3062,600261.SH,阳光照明,浙江,家用电器,20000720 -3063,600262.SH,北方股份,内蒙,专用机械,20000630 -3064,600265.SH,ST景谷,云南,林业,20000825 -3065,600266.SH,城建发展,北京,区域地产,19990203 -3066,600267.SH,海正药业,浙江,化学制药,20000725 -3067,600268.SH,国电南自,江苏,电气设备,19991118 -3068,600269.SH,赣粤高速,江西,路桥,20000518 -3069,600271.SH,航天信息,北京,软件服务,20030711 -3070,600272.SH,开开实业,上海,医药商业,20010228 -3071,600273.SH,嘉化能源,浙江,化工原料,20030627 -3072,600276.SH,恒瑞医药,江苏,化学制药,20001018 -3073,600277.SH,亿利洁能,内蒙,化工原料,20000725 -3074,600278.SH,东方创业,上海,商贸代理,20000712 -3075,600279.SH,重庆港,重庆,港口,20000731 -3076,600280.SH,中央商场,江苏,百货,20000926 -3077,600281.SH,华阳新材,山西,小金属,20001109 -3078,600282.SH,南钢股份,江苏,普钢,20000919 -3079,600283.SH,钱江水利,浙江,水务,20001018 -3080,600284.SH,浦东建设,上海,建筑工程,20040316 -3081,600285.SH,羚锐制药,河南,中成药,20001018 -3082,600287.SH,江苏舜天,江苏,商贸代理,20000901 -3083,600288.SH,大恒科技,北京,元器件,20001129 -3084,600289.SH,ST信通,黑龙江,软件服务,20000720 -3085,600292.SH,远达环保,重庆,环境保护,20001101 -3086,600293.SH,三峡新材,湖北,玻璃,20000919 -3087,600295.SH,鄂尔多斯,内蒙,特种钢,20010426 -3088,600297.SH,广汇汽车,辽宁,汽车服务,20001116 -3089,600298.SH,安琪酵母,湖北,食品,20000818 -3090,600299.SH,安迪苏,北京,饲料,20000420 -3091,600300.SH,维维股份,江苏,软饮料,20000630 -3092,600301.SH,华锡有色,广西,小金属,20000712 -3093,600302.SH,标准股份,陕西,纺织机械,20001213 -3094,600303.SH,ST曙光,辽宁,汽车整车,20001226 -3095,600305.SH,恒顺醋业,江苏,食品,20010206 -3096,600306.SH,*ST商城,辽宁,百货,20001226 -3097,600307.SH,酒钢宏兴,甘肃,普钢,20001220 -3098,600308.SH,华泰股份,山东,造纸,20000928 -3099,600309.SH,万华化学,山东,化工原料,20010105 -3100,600310.SH,广西能源,广西,水力发电,20010228 -3101,600312.SH,平高电气,河南,电气设备,20010221 -3102,600313.SH,农发种业,北京,种植业,20010119 -3103,600315.SH,上海家化,上海,日用化工,20010315 -3104,600316.SH,洪都航空,江西,航空,20001215 -3105,600318.SH,新力金融,安徽,多元金融,20001208 -3106,600319.SH,亚星化学,山东,化工原料,20010326 -3107,600320.SH,振华重工,上海,工程机械,20001221 -3108,600321.SH,正源股份,四川,其他建材,20010524 -3109,600322.SH,津投城开,天津,区域地产,20010910 -3110,600323.SH,瀚蓝环境,广东,环境保护,20001225 -3111,600325.SH,华发股份,广东,区域地产,20040225 -3112,600326.SH,西藏天路,西藏,水泥,20010116 -3113,600327.SH,大东方,江苏,医疗保健,20020625 -3114,600328.SH,中盐化工,内蒙,化工原料,20001222 -3115,600329.SH,达仁堂,天津,中成药,20010606 -3116,600330.SH,天通股份,浙江,专用机械,20010118 -3117,600331.SH,宏达股份,四川,农药化肥,20011220 -3118,600332.SH,白云山,广东,中成药,20010206 -3119,600333.SH,长春燃气,吉林,供气供热,20001211 -3120,600335.SH,国机汽车,天津,汽车服务,20010305 -3121,600336.SH,澳柯玛,山东,家用电器,20001229 -3122,600337.SH,美克家居,江西,家居用品,20001127 -3123,600338.SH,西藏珠峰,西藏,铅锌,20001227 -3124,600339.SH,中油工程,新疆,石油加工,20001225 -3125,600340.SH,华夏幸福,河北,区域地产,20031230 -3126,600343.SH,航天动力,陕西,航空,20030408 -3127,600345.SH,长江通信,湖北,通信设备,20001222 -3128,600346.SH,恒力石化,辽宁,石油加工,20010820 -3129,600348.SH,华阳股份,山西,煤炭开采,20030821 -3130,600350.SH,山东高速,山东,路桥,20020318 -3131,600351.SH,亚宝药业,山西,中成药,20020926 -3132,600352.SH,浙江龙盛,浙江,染料涂料,20030801 -3133,600353.SH,旭光电子,四川,元器件,20021120 -3134,600354.SH,敦煌种业,甘肃,种植业,20040115 -3135,600355.SH,精伦电子,湖北,专用机械,20020613 -3136,600356.SH,恒丰纸业,黑龙江,造纸,20010419 -3137,600358.SH,国旅联合,江西,广告包装,20000922 -3138,600359.SH,新农开发,新疆,种植业,19990429 -3139,600360.SH,华微电子,吉林,半导体,20010316 -3140,600361.SH,创新新材,北京,铝,20011129 -3141,600362.SH,江西铜业,江西,铜,20020111 -3142,600363.SH,联创光电,江西,元器件,20010329 -3143,600365.SH,ST通葡,吉林,互联网,20010115 -3144,600366.SH,宁波韵升,浙江,矿物制品,20001030 -3145,600367.SH,红星发展,贵州,化工原料,20010320 -3146,600368.SH,五洲交通,广西,路桥,20001221 -3147,600369.SH,西南证券,重庆,证券,20010109 -3148,600370.SH,三房巷,江苏,化工原料,20030306 -3149,600371.SH,万向德农,黑龙江,种植业,20020916 -3150,600372.SH,中航机载,北京,航空,20010706 -3151,600373.SH,中文传媒,江西,出版业,20020304 -3152,600375.SH,汉马科技,安徽,汽车整车,20030401 -3153,600376.SH,首开股份,北京,区域地产,20010312 -3154,600377.SH,宁沪高速,江苏,路桥,20010116 -3155,600378.SH,昊华科技,四川,化工原料,20010111 -3156,600379.SH,宝光股份,陕西,电气设备,20020116 -3157,600380.SH,健康元,深圳,化学制药,20010608 -3158,600381.SH,青海春天,青海,医疗保健,20010508 -3159,600382.SH,广东明珠,广东,普钢,20010118 -3160,600383.SH,金地集团,深圳,全国地产,20010412 -3161,600386.SH,北巴传媒,北京,汽车服务,20010216 -3162,600387.SH,ST海越,浙江,石油贸易,20040218 -3163,600388.SH,龙净环保,福建,环境保护,20001229 -3164,600389.SH,江山股份,江苏,农药化肥,20010110 -3165,600390.SH,五矿资本,湖南,多元金融,20010115 -3166,600391.SH,航发科技,四川,航空,20011212 -3167,600392.SH,盛和资源,四川,小金属,20030529 -3168,600395.SH,盘江股份,贵州,煤炭开采,20010531 -3169,600396.SH,*ST金山,辽宁,火力发电,20010328 -3170,600397.SH,安源煤业,江西,煤炭开采,20020702 -3171,600398.SH,海澜之家,江苏,服饰,20001228 -3172,600399.SH,抚顺特钢,辽宁,特种钢,20001229 -3173,600400.SH,红豆股份,江苏,服饰,20010108 -3174,600403.SH,大有能源,河南,煤炭开采,20031009 -3175,600405.SH,动力源,北京,电气设备,20040401 -3176,600406.SH,国电南瑞,江苏,电气设备,20031016 -3177,600408.SH,安泰集团,山西,焦炭加工,20030212 -3178,600409.SH,三友化工,河北,化纤,20030618 -3179,600410.SH,华胜天成,北京,软件服务,20040427 -3180,600415.SH,小商品城,浙江,商品城,20020509 -3181,600416.SH,湘电股份,湖南,电气设备,20020718 -3182,600418.SH,江淮汽车,安徽,汽车整车,20010824 -3183,600419.SH,天润乳业,新疆,乳制品,20010628 -3184,600420.SH,国药现代,上海,化学制药,20040616 -3185,600421.SH,华嵘控股,湖北,专用机械,20040607 -3186,600422.SH,昆药集团,云南,中成药,20001206 -3187,600423.SH,柳化股份,广西,农药化肥,20030717 -3188,600425.SH,青松建化,新疆,水泥,20030724 -3189,600426.SH,华鲁恒升,山东,农药化肥,20020620 -3190,600428.SH,中远海特,广东,水运,20020418 -3191,600429.SH,三元股份,北京,乳制品,20030915 -3192,600433.SH,冠豪高新,广东,造纸,20030619 -3193,600435.SH,北方导航,北京,专用机械,20030704 -3194,600436.SH,片仔癀,福建,中成药,20030616 -3195,600438.SH,通威股份,四川,电气设备,20040302 -3196,600439.SH,瑞贝卡,河南,服饰,20030710 -3197,600444.SH,国机通用,安徽,专用机械,20040219 -3198,600446.SH,金证股份,深圳,软件服务,20031224 -3199,600448.SH,华纺股份,山东,纺织,20010903 -3200,600449.SH,宁夏建材,宁夏,水泥,20030829 -3201,600452.SH,涪陵电力,重庆,水力发电,20040303 -3202,600455.SH,博通股份,陕西,文教休闲,20040329 -3203,600456.SH,宝钛股份,陕西,小金属,20020412 -3204,600458.SH,时代新材,湖南,塑料,20021219 -3205,600459.SH,贵研铂业,云南,小金属,20030516 -3206,600460.SH,士兰微,浙江,半导体,20030311 -3207,600461.SH,洪城环境,江西,水务,20040601 -3208,600462.SH,ST九有,湖北,广告包装,20030903 -3209,600463.SH,空港股份,北京,园区开发,20040318 -3210,600467.SH,好当家,山东,渔业,20040405 -3211,600468.SH,百利电气,天津,电气设备,20010615 -3212,600469.SH,风神股份,河南,汽车配件,20031021 -3213,600470.SH,六国化工,安徽,农药化肥,20040305 -3214,600475.SH,华光环能,江苏,环境保护,20030721 -3215,600476.SH,湘邮科技,湖南,软件服务,20031210 -3216,600477.SH,杭萧钢构,浙江,钢加工,20031110 -3217,600478.SH,科力远,湖南,电气设备,20030918 -3218,600479.SH,千金药业,湖南,中成药,20040312 -3219,600480.SH,凌云股份,河北,汽车配件,20030815 -3220,600481.SH,双良节能,江苏,电气设备,20030422 -3221,600482.SH,中国动力,河北,船舶,20040714 -3222,600483.SH,福能股份,福建,火力发电,20040531 -3223,600486.SH,扬农化工,江苏,农药化肥,20020425 -3224,600487.SH,亨通光电,江苏,通信设备,20030822 -3225,600488.SH,津药药业,天津,化学制药,20010618 -3226,600489.SH,中金黄金,北京,黄金,20030814 -3227,600490.SH,鹏欣资源,上海,铜,20030626 -3228,600491.SH,龙元建设,浙江,建筑工程,20040524 -3229,600493.SH,凤竹纺织,福建,纺织,20040421 -3230,600495.SH,晋西车轴,山西,运输设备,20040526 -3231,600496.SH,精工钢构,安徽,钢加工,20020605 -3232,600497.SH,驰宏锌锗,云南,铅锌,20040420 -3233,600498.SH,烽火通信,湖北,通信设备,20010823 -3234,600499.SH,科达制造,广东,专用机械,20021010 -3235,600500.SH,中化国际,上海,塑料,20000301 -3236,600501.SH,航天晨光,江苏,汽车配件,20010615 -3237,600502.SH,安徽建工,安徽,建筑工程,20030415 -3238,600503.SH,华丽家族,上海,区域地产,20020709 -3239,600505.SH,西昌电力,四川,水力发电,20020530 -3240,600506.SH,统一股份,新疆,石油加工,20011226 -3241,600507.SH,方大特钢,江西,特种钢,20030930 -3242,600508.SH,上海能源,上海,煤炭开采,20010829 -3243,600509.SH,天富能源,新疆,火力发电,20020228 -3244,600510.SH,黑牡丹,江苏,全国地产,20020618 -3245,600511.SH,国药股份,北京,医药商业,20021127 -3246,600512.SH,腾达建设,浙江,建筑工程,20021226 -3247,600513.SH,联环药业,江苏,化学制药,20030319 -3248,600515.SH,海南机场,海南,机场,20020806 -3249,600516.SH,方大炭素,甘肃,矿物制品,20020830 -3250,600517.SH,国网英大,上海,多元金融,20031010 -3251,600518.SH,ST康美,广东,中成药,20010319 -3252,600519.SH,贵州茅台,贵州,白酒,20010827 -3253,600520.SH,文一科技,安徽,半导体,20020108 -3254,600521.SH,华海药业,浙江,化学制药,20030304 -3255,600522.SH,中天科技,江苏,通信设备,20021024 -3256,600523.SH,贵航股份,贵州,汽车配件,20011227 -3257,600525.SH,长园集团,深圳,电气设备,20021202 -3258,600526.SH,菲达环保,浙江,环境保护,20020722 -3259,600527.SH,江南高纤,江苏,化纤,20031127 -3260,600528.SH,中铁工业,北京,运输设备,20010528 -3261,600529.SH,山东药玻,山东,医疗保健,20020603 -3262,600530.SH,ST交昂,上海,医疗保健,20010702 -3263,600531.SH,豫光金铅,河南,铅锌,20020730 -3264,600533.SH,栖霞建设,江苏,区域地产,20020328 -3265,600535.SH,天士力,天津,中成药,20020823 -3266,600536.SH,中国软件,北京,软件服务,20020517 -3267,600537.SH,亿晶光电,浙江,电气设备,20030123 -3268,600538.SH,国发股份,广西,医药商业,20030114 -3269,600539.SH,狮头股份,山西,互联网,20010824 -3270,600540.SH,新赛股份,新疆,种植业,20040107 -3271,600543.SH,*ST莫高,甘肃,红黄酒,20040324 -3272,600545.SH,卓郎智能,新疆,纺织机械,20031203 -3273,600546.SH,山煤国际,山西,煤炭开采,20030731 -3274,600547.SH,山东黄金,山东,黄金,20030828 -3275,600548.SH,深高速,深圳,路桥,20011225 -3276,600549.SH,厦门钨业,福建,小金属,20021107 -3277,600550.SH,保变电气,河北,电气设备,20010228 -3278,600551.SH,时代出版,安徽,出版业,20020905 -3279,600552.SH,凯盛科技,安徽,元器件,20021108 -3280,600556.SH,天下秀,广西,互联网,20010807 -3281,600557.SH,康缘药业,江苏,中成药,20020918 -3282,600558.SH,大西洋,四川,钢加工,20010227 -3283,600559.SH,老白干酒,河北,白酒,20021029 -3284,600560.SH,金自天正,北京,电气设备,20020919 -3285,600561.SH,江西长运,江西,公共交通,20020716 -3286,600562.SH,国睿科技,江苏,通信设备,20030128 -3287,600563.SH,法拉电子,福建,元器件,20021210 -3288,600565.SH,迪马股份,重庆,全国地产,20020723 -3289,600566.SH,济川药业,湖北,中成药,20010822 -3290,600567.SH,山鹰国际,安徽,造纸,20011218 -3291,600568.SH,ST中珠,湖北,医疗保健,20010518 -3292,600569.SH,安阳钢铁,河南,普钢,20010820 -3293,600570.SH,恒生电子,浙江,软件服务,20031216 -3294,600571.SH,信雅达,浙江,软件服务,20021101 -3295,600572.SH,康恩贝,浙江,中成药,20040412 -3296,600573.SH,惠泉啤酒,福建,啤酒,20030226 -3297,600575.SH,淮河能源,安徽,铁路,20030328 -3298,600576.SH,祥源文旅,浙江,影视音像,20030220 -3299,600577.SH,精达股份,安徽,电气设备,20020911 -3300,600578.SH,京能电力,北京,火力发电,20020510 -3301,600579.SH,克劳斯,山东,化工机械,20020809 -3302,600580.SH,卧龙电驱,浙江,电气设备,20020606 -3303,600581.SH,八一钢铁,新疆,普钢,20020816 -3304,600582.SH,天地科技,北京,工程机械,20020515 -3305,600583.SH,海油工程,天津,石油开采,20020205 -3306,600584.SH,长电科技,江苏,半导体,20030603 -3307,600585.SH,海螺水泥,安徽,水泥,20020207 -3308,600586.SH,金晶科技,山东,玻璃,20020815 -3309,600587.SH,新华医疗,山东,医疗保健,20020927 -3310,600588.SH,用友网络,北京,软件服务,20010518 -3311,600589.SH,*ST榕泰,广东,软件服务,20010612 -3312,600590.SH,泰豪科技,江西,电气设备,20020703 -3313,600592.SH,龙溪股份,福建,机械基件,20020805 -3314,600593.SH,大连圣亚,辽宁,旅游景点,20020711 -3315,600594.SH,益佰制药,贵州,中成药,20040323 -3316,600595.SH,中孚实业,河南,铝,20020626 -3317,600596.SH,新安股份,浙江,化工原料,20010906 -3318,600597.SH,光明乳业,上海,乳制品,20020828 -3319,600598.SH,北大荒,黑龙江,种植业,20020329 -3320,600599.SH,ST熊猫,湖南,化工原料,20010828 -3321,600600.SH,青岛啤酒,山东,啤酒,19930827 -3322,600601.SH,方正科技,上海,元器件,19901219 -3323,600602.SH,云赛智联,上海,软件服务,19901219 -3324,600603.SH,广汇物流,四川,区域地产,19920113 -3325,600604.SH,市北高新,上海,园区开发,19920327 -3326,600605.SH,汇通能源,上海,房产服务,19920327 -3327,600606.SH,绿地控股,上海,建筑工程,19920327 -3328,600608.SH,ST沪科,上海,商贸代理,19920327 -3329,600609.SH,金杯汽车,辽宁,汽车配件,19920724 -3330,600610.SH,中毅达,贵州,化工原料,19920805 -3331,600611.SH,大众交通,上海,公共交通,19920807 -3332,600612.SH,老凤祥,上海,服饰,19920814 -3333,600613.SH,神奇制药,上海,中成药,19920820 -3334,600615.SH,丰华股份,重庆,小金属,19920910 -3335,600616.SH,金枫酒业,上海,红黄酒,19920929 -3336,600617.SH,国新能源,山西,供气供热,19921013 -3337,600618.SH,氯碱化工,上海,化工原料,19921113 -3338,600619.SH,海立股份,上海,家用电器,19921116 -3339,600620.SH,天宸股份,上海,综合类,19921117 -3340,600621.SH,华鑫股份,上海,证券,19921202 -3341,600622.SH,光大嘉宝,上海,区域地产,19921203 -3342,600623.SH,华谊集团,上海,化工原料,19921204 -3343,600624.SH,复旦复华,上海,化学制药,19930105 -3344,600626.SH,申达股份,上海,汽车配件,19930107 -3345,600628.SH,新世界,上海,百货,19930119 -3346,600629.SH,华建集团,上海,建筑工程,19930209 -3347,600630.SH,龙头股份,上海,服饰,19930209 -3348,600633.SH,浙数文化,浙江,互联网,19930304 -3349,600635.SH,大众公用,上海,供气供热,19930304 -3350,600636.SH,国新文化,上海,文教休闲,19930316 -3351,600637.SH,东方明珠,上海,影视音像,19930316 -3352,600638.SH,新黄浦,上海,区域地产,19930326 -3353,600639.SH,浦东金桥,上海,园区开发,19930326 -3354,600640.SH,国脉文化,上海,影视音像,19930407 -3355,600641.SH,万业企业,上海,区域地产,19930407 -3356,600642.SH,申能股份,上海,火力发电,19930416 -3357,600643.SH,爱建集团,上海,多元金融,19930426 -3358,600644.SH,乐山电力,四川,水力发电,19930426 -3359,600645.SH,中源协和,天津,生物制药,19930504 -3360,600647.SH,*ST同达,上海,综合类,19930504 -3361,600648.SH,外高桥,上海,园区开发,19930504 -3362,600649.SH,城投控股,上海,区域地产,19930518 -3363,600650.SH,锦江在线,上海,公共交通,19930607 -3364,600651.SH,飞乐音响,上海,电器仪表,19901219 -3365,600653.SH,申华控股,辽宁,汽车服务,19901219 -3366,600654.SH,ST中安,湖北,综合类,19901219 -3367,600655.SH,豫园股份,上海,百货,19920902 -3368,600657.SH,信达地产,北京,全国地产,19930524 -3369,600658.SH,电子城,北京,园区开发,19930524 -3370,600660.SH,福耀玻璃,福建,汽车配件,19930610 -3371,600661.SH,昂立教育,上海,文教休闲,19930614 -3372,600662.SH,外服控股,上海,文教休闲,19930614 -3373,600663.SH,陆家嘴,上海,园区开发,19930628 -3374,600664.SH,哈药股份,黑龙江,化学制药,19930629 -3375,600665.SH,天地源,陕西,全国地产,19930709 -3376,600666.SH,ST瑞德,黑龙江,元器件,19930712 -3377,600667.SH,太极实业,江苏,半导体,19930728 -3378,600668.SH,尖峰集团,浙江,水泥,19930728 -3379,600671.SH,*ST目药,浙江,中成药,19930823 -3380,600673.SH,东阳光,广东,综合类,19930917 -3381,600674.SH,川投能源,四川,水力发电,19930924 -3382,600675.SH,中华企业,上海,区域地产,19930924 -3383,600676.SH,交运股份,上海,汽车配件,19930928 -3384,600678.SH,四川金顶,四川,水泥,19931008 -3385,600679.SH,上海凤凰,上海,文教休闲,19931008 -3386,600681.SH,百川能源,湖北,供气供热,19931018 -3387,600682.SH,南京新百,江苏,生物制药,19931018 -3388,600683.SH,京投发展,浙江,区域地产,19931025 -3389,600684.SH,珠江股份,广东,全国地产,19931028 -3390,600685.SH,中船防务,广东,船舶,19931028 -3391,600686.SH,金龙汽车,福建,汽车整车,19931108 -3392,600688.SH,上海石化,上海,石油加工,19931108 -3393,600689.SH,上海三毛,上海,综合类,19931108 -3394,600690.SH,海尔智家,山东,家用电器,19931119 -3395,600691.SH,阳煤化工,山西,农药化肥,19931119 -3396,600692.SH,亚通股份,上海,房产服务,19931119 -3397,600693.SH,东百集团,福建,百货,19931122 -3398,600694.SH,大商股份,辽宁,百货,19931122 -3399,600696.SH,岩石股份,上海,白酒,19931206 -3400,600697.SH,欧亚集团,吉林,百货,19931206 -3401,600698.SH,湖南天雁,湖南,汽车配件,19931206 -3402,600699.SH,均胜电子,浙江,汽车配件,19931206 -3403,600702.SH,舍得酒业,四川,白酒,19960524 -3404,600703.SH,三安光电,湖北,半导体,19960528 -3405,600704.SH,物产中大,浙江,仓储物流,19960606 -3406,600705.SH,中航产融,黑龙江,多元金融,19960516 -3407,600706.SH,曲江文旅,陕西,旅游景点,19960516 -3408,600707.SH,彩虹股份,陕西,元器件,19960520 -3409,600708.SH,光明地产,上海,全国地产,19960606 -3410,600710.SH,苏美达,江苏,商贸代理,19960701 -3411,600711.SH,盛屯矿业,福建,小金属,19960531 -3412,600712.SH,南宁百货,广西,百货,19960626 -3413,600713.SH,南京医药,江苏,医药商业,19960701 -3414,600714.SH,金瑞矿业,青海,化工原料,19960606 -3415,600715.SH,文投控股,北京,影视音像,19960701 -3416,600716.SH,凤凰股份,江苏,区域地产,19960702 -3417,600717.SH,天津港,天津,港口,19960614 -3418,600718.SH,东软集团,辽宁,软件服务,19960618 -3419,600719.SH,大连热电,辽宁,供气供热,19960716 -3420,600720.SH,中交设计,甘肃,建筑工程,19960716 -3421,600721.SH,百花医药,新疆,生物制药,19960626 -3422,600722.SH,金牛化工,河北,化工原料,19960626 -3423,600724.SH,宁波富达,浙江,区域地产,19960716 -3424,600725.SH,云维股份,云南,商贸代理,19960702 -3425,600726.SH,华电能源,黑龙江,火力发电,19960701 -3426,600727.SH,鲁北化工,山东,化工原料,19960702 -3427,600728.SH,佳都科技,广东,软件服务,19960716 -3428,600729.SH,重庆百货,重庆,百货,19960702 -3429,600730.SH,中国高科,北京,文教休闲,19960726 -3430,600731.SH,湖南海利,湖南,农药化肥,19960802 -3431,600732.SH,爱旭股份,上海,电气设备,19960816 -3432,600733.SH,北汽蓝谷,北京,汽车整车,19960816 -3433,600734.SH,ST实达,福建,软件服务,19960808 -3434,600735.SH,新华锦,山东,服饰,19960726 -3435,600736.SH,苏州高新,江苏,园区开发,19960815 -3436,600737.SH,中粮糖业,新疆,食品,19960731 -3437,600738.SH,丽尚国潮,甘肃,百货,19960802 -3438,600739.SH,辽宁成大,辽宁,生物制药,19960819 -3439,600740.SH,山西焦化,山西,焦炭加工,19960808 -3440,600741.SH,华域汽车,上海,汽车配件,19960826 -3441,600742.SH,一汽富维,吉林,汽车配件,19960826 -3442,600743.SH,华远地产,北京,区域地产,19960909 -3443,600744.SH,华银电力,湖南,火力发电,19960905 -3444,600745.SH,闻泰科技,湖北,半导体,19960828 -3445,600746.SH,江苏索普,江苏,化工原料,19960918 -3446,600748.SH,上实发展,上海,全国地产,19960925 -3447,600749.SH,西藏旅游,西藏,旅游景点,19961015 -3448,600750.SH,江中药业,江西,中成药,19960923 -3449,600751.SH,海航科技,天津,水运,19960909 -3450,600753.SH,庚星股份,福建,商贸代理,19960927 -3451,600754.SH,锦江酒店,上海,酒店餐饮,19961011 -3452,600755.SH,厦门国贸,福建,仓储物流,19961003 -3453,600756.SH,浪潮软件,山东,软件服务,19960923 -3454,600757.SH,长江传媒,湖北,出版业,19961003 -3455,600758.SH,辽宁能源,辽宁,煤炭开采,19961029 -3456,600759.SH,ST洲际,海南,石油开采,19961008 -3457,600760.SH,中航沈飞,山东,航空,19961011 -3458,600761.SH,安徽合力,安徽,工程机械,19961009 -3459,600763.SH,通策医疗,浙江,医疗保健,19961030 -3460,600764.SH,中国海防,北京,船舶,19961104 -3461,600765.SH,中航重机,贵州,航空,19961106 -3462,600766.SH,*ST园城,山东,综合类,19961028 -3463,600768.SH,宁波富邦,浙江,铝,19961111 -3464,600769.SH,祥龙电业,湖北,建筑工程,19961101 -3465,600770.SH,综艺股份,江苏,综合类,19961120 -3466,600771.SH,广誉远,山西,中成药,19961105 -3467,600773.SH,西藏城投,西藏,区域地产,19961108 -3468,600774.SH,汉商集团,湖北,化学制药,19961108 -3469,600775.SH,南京熊猫,江苏,通信设备,19961118 -3470,600776.SH,东方通信,浙江,通信设备,19961126 -3471,600777.SH,新潮能源,山东,石油开采,19961121 -3472,600778.SH,友好集团,新疆,百货,19961203 -3473,600779.SH,水井坊,四川,白酒,19961206 -3474,600780.SH,通宝能源,山西,火力发电,19961205 -3475,600782.SH,新钢股份,江西,普钢,19961225 -3476,600783.SH,鲁信创投,山东,多元金融,19961225 -3477,600784.SH,鲁银投资,山东,综合类,19961225 -3478,600785.SH,新华百货,宁夏,百货,19970108 -3479,600787.SH,中储股份,天津,仓储物流,19970121 -3480,600789.SH,鲁抗医药,山东,化学制药,19970226 -3481,600790.SH,轻纺城,浙江,商品城,19970228 -3482,600791.SH,京能置业,北京,全国地产,19970130 -3483,600792.SH,云煤能源,云南,焦炭加工,19970123 -3484,600793.SH,宜宾纸业,四川,造纸,19970220 -3485,600794.SH,保税科技,江苏,仓储物流,19970306 -3486,600795.SH,国电电力,辽宁,火力发电,19970318 -3487,600796.SH,钱江生化,浙江,环境保护,19970408 -3488,600797.SH,浙大网新,浙江,软件服务,19970418 -3489,600798.SH,宁波海运,浙江,水运,19970423 -3490,600800.SH,渤海化学,天津,化工原料,19931206 -3491,600801.SH,华新水泥,湖北,水泥,19940103 -3492,600802.SH,福建水泥,福建,水泥,19940103 -3493,600803.SH,新奥股份,河北,供气供热,19940103 -3494,600804.SH,ST鹏博士,山东,电信运营,19940103 -3495,600805.SH,悦达投资,江苏,综合类,19940103 -3496,600807.SH,济南高新,山东,医疗保健,19940103 -3497,600808.SH,马钢股份,安徽,普钢,19940106 -3498,600809.SH,山西汾酒,山西,白酒,19940106 -3499,600810.SH,神马股份,河南,化纤,19940106 -3500,600811.SH,东方集团,黑龙江,农业综合,19940106 -3501,600812.SH,华北制药,河北,化学制药,19940114 -3502,600814.SH,杭州解百,浙江,百货,19940114 -3503,600815.SH,厦工股份,福建,工程机械,19940128 -3504,600816.SH,建元信托,上海,多元金融,19940128 -3505,600817.SH,宇通重工,河南,专用机械,19940128 -3506,600818.SH,中路股份,上海,文教休闲,19940128 -3507,600819.SH,耀皮玻璃,上海,玻璃,19940128 -3508,600820.SH,隧道股份,上海,建筑工程,19940128 -3509,600821.SH,金开新能,天津,新型电力,19940128 -3510,600822.SH,上海物贸,上海,汽车服务,19940204 -3511,600823.SH,ST世茂,上海,全国地产,19940204 -3512,600824.SH,益民集团,上海,百货,19940204 -3513,600825.SH,新华传媒,上海,出版业,19940204 -3514,600826.SH,兰生股份,上海,文教休闲,19940204 -3515,600827.SH,百联股份,上海,超市连锁,19940204 -3516,600828.SH,茂业商业,四川,百货,19940224 -3517,600829.SH,人民同泰,黑龙江,医药商业,19940224 -3518,600830.SH,香溢融通,浙江,多元金融,19940224 -3519,600831.SH,广电网络,陕西,影视音像,19940224 -3520,600833.SH,第一医药,上海,医药商业,19940224 -3521,600834.SH,申通地铁,上海,公共交通,19940224 -3522,600835.SH,上海机电,上海,运输设备,19940224 -3523,600836.SH,上海易连,上海,广告包装,19940224 -3524,600837.SH,海通证券,上海,证券,19940224 -3525,600838.SH,上海九百,上海,百货,19940224 -3526,600839.SH,四川长虹,四川,家用电器,19940311 -3527,600841.SH,动力新科,上海,汽车配件,19940311 -3528,600843.SH,上工申贝,上海,纺织机械,19940311 -3529,600844.SH,丹化科技,江苏,化工原料,19940311 -3530,600845.SH,宝信软件,上海,软件服务,19940311 -3531,600846.SH,同济科技,上海,建筑工程,19940311 -3532,600847.SH,万里股份,重庆,电气设备,19940324 -3533,600848.SH,上海临港,上海,园区开发,19940324 -3534,600850.SH,电科数字,上海,软件服务,19940324 -3535,600851.SH,海欣股份,上海,化学制药,19940404 -3536,600853.SH,龙建股份,黑龙江,建筑工程,19940404 -3537,600854.SH,春兰股份,江苏,家用电器,19940425 -3538,600855.SH,航天长峰,北京,专用机械,19940425 -3539,600857.SH,宁波中百,浙江,百货,19940425 -3540,600858.SH,银座股份,山东,百货,19940506 -3541,600859.SH,王府井,北京,百货,19940506 -3542,600860.SH,京城股份,北京,专用机械,19940506 -3543,600861.SH,北京人力,北京,文教休闲,19940520 -3544,600862.SH,中航高科,江苏,航空,19940520 -3545,600863.SH,内蒙华电,内蒙,火力发电,19940520 -3546,600864.SH,哈投股份,黑龙江,证券,19940809 -3547,600865.SH,百大集团,浙江,百货,19940809 -3548,600866.SH,星湖科技,广东,饲料,19940818 -3549,600867.SH,通化东宝,吉林,生物制药,19940824 -3550,600868.SH,梅雁吉祥,广东,软件服务,19940912 -3551,600869.SH,远东股份,青海,电气设备,19950206 -3552,600871.SH,石化油服,北京,石油开采,19950411 -3553,600872.SH,中炬高新,广东,食品,19950124 -3554,600873.SH,梅花生物,西藏,食品,19950217 -3555,600874.SH,创业环保,天津,环境保护,19950630 -3556,600875.SH,东方电气,四川,电气设备,19951010 -3557,600876.SH,凯盛新能,河南,玻璃,19951031 -3558,600877.SH,电科芯片,重庆,半导体,19951013 -3559,600879.SH,航天电子,湖北,航空,19951115 -3560,600880.SH,博瑞传播,四川,广告包装,19951115 -3561,600881.SH,亚泰集团,吉林,水泥,19951115 -3562,600882.SH,妙可蓝多,上海,乳制品,19951206 -3563,600883.SH,博闻科技,云南,种植业,19951208 -3564,600884.SH,杉杉股份,浙江,电气设备,19960130 -3565,600885.SH,宏发股份,湖北,电气设备,19960205 -3566,600886.SH,国投电力,北京,水力发电,19960118 -3567,600887.SH,伊利股份,内蒙,乳制品,19960312 -3568,600888.SH,新疆众和,新疆,铝,19960215 -3569,600889.SH,南京化纤,江苏,化纤,19960308 -3570,600892.SH,大晟文化,深圳,互联网,19960315 -3571,600893.SH,航发动力,陕西,航空,19960408 -3572,600894.SH,广日股份,广东,运输设备,19960328 -3573,600895.SH,张江高科,上海,园区开发,19960422 -3574,600897.SH,厦门空港,福建,机场,19960531 -3575,600898.SH,ST美讯,山东,元器件,19960418 -3576,600900.SH,长江电力,北京,水力发电,20031118 -3577,600901.SH,江苏金租,江苏,多元金融,20180301 -3578,600903.SH,贵州燃气,贵州,供气供热,20171107 -3579,600905.SH,三峡能源,北京,新型电力,20210610 -3580,600906.SH,财达证券,河北,证券,20210507 -3581,600908.SH,无锡银行,江苏,银行,20160923 -3582,600909.SH,华安证券,安徽,证券,20161206 -3583,600916.SH,中国黄金,北京,服饰,20210205 -3584,600917.SH,重庆燃气,重庆,供气供热,20140930 -3585,600918.SH,中泰证券,山东,证券,20200603 -3586,600919.SH,江苏银行,江苏,银行,20160802 -3587,600925.SH,苏能股份,江苏,煤炭开采,20230329 -3588,600926.SH,杭州银行,浙江,银行,20161027 -3589,600927.SH,永安期货,浙江,多元金融,20211223 -3590,600928.SH,西安银行,陕西,银行,20190301 -3591,600929.SH,雪天盐业,湖南,食品,20180326 -3592,600933.SH,爱柯迪,浙江,汽车配件,20171117 -3593,600935.SH,华塑股份,安徽,化工原料,20211126 -3594,600936.SH,广西广电,广西,影视音像,20160815 -3595,600938.SH,中国海油,北京,石油开采,20220421 -3596,600939.SH,重庆建工,重庆,建筑工程,20170221 -3597,600941.SH,中国移动,北京,电信运营,20220105 -3598,600955.SH,维远股份,山东,化工原料,20210915 -3599,600956.SH,新天绿能,河北,供气供热,20200629 -3600,600958.SH,东方证券,上海,证券,20150323 -3601,600959.SH,江苏有线,江苏,影视音像,20150428 -3602,600960.SH,渤海汽车,山东,汽车配件,20040407 -3603,600961.SH,株冶集团,湖南,铅锌,20040830 -3604,600962.SH,国投中鲁,北京,软饮料,20040622 -3605,600963.SH,岳阳林纸,湖南,造纸,20040525 -3606,600965.SH,福成股份,河北,农业综合,20040713 -3607,600966.SH,博汇纸业,山东,造纸,20040608 -3608,600967.SH,内蒙一机,内蒙,运输设备,20040518 -3609,600968.SH,海油发展,北京,石油开采,20190626 -3610,600969.SH,郴电国际,湖南,水力发电,20040408 -3611,600970.SH,中材国际,江苏,建筑工程,20050412 -3612,600971.SH,恒源煤电,安徽,煤炭开采,20040817 -3613,600973.SH,宝胜股份,江苏,电气设备,20040802 -3614,600975.SH,新五丰,湖南,农业综合,20040609 -3615,600976.SH,健民集团,湖北,中成药,20040419 -3616,600977.SH,中国电影,北京,影视音像,20160809 -3617,600979.SH,广安爱众,四川,水力发电,20040906 -3618,600980.SH,北矿科技,北京,专用机械,20040512 -3619,600981.SH,汇鸿集团,江苏,商贸代理,20040630 -3620,600982.SH,宁波能源,浙江,供气供热,20040706 -3621,600983.SH,惠而浦,安徽,家用电器,20040727 -3622,600984.SH,建设机械,陕西,工程机械,20040707 -3623,600985.SH,淮北矿业,安徽,煤炭开采,20040428 -3624,600986.SH,浙文互联,浙江,互联网,20040426 -3625,600987.SH,航民股份,浙江,纺织,20040809 -3626,600988.SH,赤峰黄金,内蒙,黄金,20040414 -3627,600989.SH,宝丰能源,宁夏,化工原料,20190516 -3628,600990.SH,四创电子,安徽,通信设备,20040510 -3629,600992.SH,贵绳股份,贵州,钢加工,20040514 -3630,600993.SH,马应龙,湖北,中成药,20040517 -3631,600995.SH,南网储能,云南,水力发电,20040615 -3632,600996.SH,贵广网络,贵州,影视音像,20161226 -3633,600997.SH,开滦股份,河北,焦炭加工,20040602 -3634,600998.SH,九州通,湖北,医药商业,20101102 -3635,600999.SH,招商证券,深圳,证券,20091117 -3636,601000.SH,唐山港,河北,港口,20100705 -3637,601001.SH,晋控煤业,山西,煤炭开采,20060623 -3638,601002.SH,晋亿实业,浙江,机械基件,20070126 -3639,601003.SH,柳钢股份,广西,普钢,20070227 -3640,601005.SH,重庆钢铁,重庆,普钢,20070228 -3641,601006.SH,大秦铁路,山西,铁路,20060801 -3642,601007.SH,金陵饭店,江苏,酒店餐饮,20070406 -3643,601008.SH,连云港,江苏,港口,20070426 -3644,601009.SH,南京银行,江苏,银行,20070719 -3645,601010.SH,文峰股份,江苏,百货,20110603 -3646,601011.SH,宝泰隆,黑龙江,焦炭加工,20110309 -3647,601012.SH,隆基绿能,陕西,电气设备,20120411 -3648,601015.SH,陕西黑猫,陕西,焦炭加工,20141105 -3649,601016.SH,节能风电,北京,新型电力,20140929 -3650,601018.SH,宁波港,浙江,港口,20100928 -3651,601019.SH,山东出版,山东,出版业,20171122 -3652,601020.SH,华钰矿业,西藏,铅锌,20160316 -3653,601021.SH,春秋航空,上海,空运,20150121 -3654,601022.SH,宁波远洋,浙江,水运,20221208 -3655,601028.SH,玉龙股份,山东,商贸代理,20111107 -3656,601033.SH,永兴股份,广东,环境保护,20240118 -3657,601038.SH,一拖股份,河南,农用机械,20120808 -3658,601058.SH,赛轮轮胎,山东,汽车配件,20110630 -3659,601059.SH,信达证券,北京,证券,20230201 -3660,601061.SH,中信金属,北京,商贸代理,20230410 -3661,601065.SH,江盐集团,江西,化工原料,20230410 -3662,601066.SH,中信建投,北京,证券,20180620 -3663,601068.SH,中铝国际,北京,建筑工程,20180831 -3664,601069.SH,西部黄金,新疆,黄金,20150122 -3665,601077.SH,渝农商行,重庆,银行,20191029 -3666,601083.SH,锦江航运,上海,水运,20231205 -3667,601086.SH,国芳集团,甘肃,百货,20170929 -3668,601088.SH,中国神华,北京,煤炭开采,20071009 -3669,601089.SH,福元医药,北京,化学制药,20220630 -3670,601096.SH,宏盛华源,山东,钢加工,20231222 -3671,601098.SH,中南传媒,湖南,出版业,20101028 -3672,601099.SH,太平洋,云南,证券,20071228 -3673,601100.SH,恒立液压,江苏,工程机械,20111028 -3674,601101.SH,昊华能源,北京,煤炭开采,20100331 -3675,601106.SH,中国一重,黑龙江,工程机械,20100209 -3676,601107.SH,四川成渝,四川,路桥,20090727 -3677,601108.SH,财通证券,浙江,证券,20171024 -3678,601111.SH,中国国航,北京,空运,20060818 -3679,601113.SH,华鼎股份,浙江,互联网,20110509 -3680,601116.SH,三江购物,浙江,超市连锁,20110302 -3681,601117.SH,中国化学,北京,建筑工程,20100107 -3682,601118.SH,海南橡胶,海南,橡胶,20110107 -3683,601121.SH,宝地矿业,新疆,普钢,20230310 -3684,601126.SH,四方股份,北京,电气设备,20101231 -3685,601127.SH,赛力斯,重庆,汽车整车,20160615 -3686,601128.SH,常熟银行,江苏,银行,20160930 -3687,601133.SH,柏诚股份,江苏,建筑工程,20230410 -3688,601136.SH,首创证券,北京,证券,20221222 -3689,601137.SH,博威合金,浙江,小金属,20110127 -3690,601138.SH,工业富联,深圳,通信设备,20180608 -3691,601139.SH,深圳燃气,深圳,供气供热,20091225 -3692,601155.SH,新城控股,江苏,区域地产,20151204 -3693,601156.SH,东航物流,上海,空运,20210609 -3694,601158.SH,重庆水务,重庆,水务,20100329 -3695,601162.SH,天风证券,湖北,证券,20181019 -3696,601163.SH,三角轮胎,山东,汽车配件,20160909 -3697,601166.SH,兴业银行,福建,银行,20070205 -3698,601168.SH,西部矿业,青海,铜,20070712 -3699,601169.SH,北京银行,北京,银行,20070919 -3700,601177.SH,杭齿前进,浙江,机械基件,20101011 -3701,601179.SH,中国西电,陕西,电气设备,20100128 -3702,601186.SH,中国铁建,北京,建筑工程,20080310 -3703,601187.SH,厦门银行,福建,银行,20201027 -3704,601188.SH,龙江交通,黑龙江,路桥,20100319 -3705,601198.SH,东兴证券,北京,证券,20150226 -3706,601199.SH,江南水务,江苏,水务,20110317 -3707,601200.SH,上海环境,上海,环境保护,20170331 -3708,601208.SH,东材科技,四川,化工原料,20110520 -3709,601211.SH,国泰君安,上海,证券,20150626 -3710,601212.SH,白银有色,甘肃,铜,20170215 -3711,601216.SH,君正集团,内蒙,化工原料,20110222 -3712,601218.SH,吉鑫科技,江苏,电气设备,20110506 -3713,601222.SH,林洋能源,江苏,电器仪表,20110808 -3714,601225.SH,陕西煤业,陕西,煤炭开采,20140128 -3715,601226.SH,华电重工,北京,建筑工程,20141211 -3716,601228.SH,广州港,广东,港口,20170329 -3717,601229.SH,上海银行,上海,银行,20161116 -3718,601231.SH,环旭电子,上海,元器件,20120220 -3719,601233.SH,桐昆股份,浙江,化纤,20110518 -3720,601236.SH,红塔证券,云南,证券,20190705 -3721,601238.SH,广汽集团,广东,汽车整车,20120329 -3722,601279.SH,英利汽车,吉林,汽车配件,20210415 -3723,601288.SH,农业银行,北京,银行,20100715 -3724,601298.SH,青岛港,山东,港口,20190121 -3725,601311.SH,骆驼股份,湖北,电气设备,20110602 -3726,601318.SH,中国平安,深圳,保险,20070301 -3727,601319.SH,中国人保,北京,保险,20181116 -3728,601326.SH,秦港股份,河北,港口,20170816 -3729,601328.SH,交通银行,上海,银行,20070515 -3730,601330.SH,绿色动力,深圳,环境保护,20180611 -3731,601333.SH,广深铁路,深圳,铁路,20061222 -3732,601336.SH,新华保险,北京,保险,20111216 -3733,601339.SH,百隆东方,浙江,纺织,20120612 -3734,601360.SH,三六零,天津,互联网,20120116 -3735,601366.SH,利群股份,山东,百货,20170412 -3736,601368.SH,绿城水务,广西,水务,20150612 -3737,601369.SH,陕鼓动力,陕西,机械基件,20100428 -3738,601375.SH,中原证券,河南,证券,20170103 -3739,601377.SH,兴业证券,福建,证券,20101013 -3740,601388.SH,怡球资源,江苏,铝,20120423 -3741,601390.SH,中国中铁,北京,建筑工程,20071203 -3742,601398.SH,工商银行,北京,银行,20061027 -3743,601399.SH,国机重装,四川,工程机械,20200608 -3744,601456.SH,国联证券,江苏,证券,20200731 -3745,601500.SH,通用股份,江苏,汽车配件,20160919 -3746,601512.SH,中新集团,江苏,园区开发,20191220 -3747,601515.SH,东峰集团,广东,广告包装,20120216 -3748,601518.SH,吉林高速,吉林,路桥,20100319 -3749,601519.SH,大智慧,上海,软件服务,20110128 -3750,601528.SH,瑞丰银行,浙江,银行,20210625 -3751,601555.SH,东吴证券,江苏,证券,20111212 -3752,601566.SH,九牧王,福建,服饰,20110530 -3753,601567.SH,三星医疗,浙江,电器仪表,20110615 -3754,601568.SH,北元集团,陕西,化工原料,20201020 -3755,601577.SH,长沙银行,湖南,银行,20180926 -3756,601579.SH,会稽山,浙江,红黄酒,20140825 -3757,601588.SH,北辰实业,北京,区域地产,20061016 -3758,601595.SH,上海电影,上海,影视音像,20160817 -3759,601598.SH,中国外运,北京,仓储物流,20190118 -3760,601599.SH,浙文影业,浙江,纺织,20110527 -3761,601600.SH,中国铝业,北京,铝,20070430 -3762,601601.SH,中国太保,上海,保险,20071225 -3763,601606.SH,长城军工,安徽,专用机械,20180806 -3764,601607.SH,上海医药,上海,医药商业,19940324 -3765,601608.SH,中信重工,河南,专用机械,20120706 -3766,601609.SH,金田股份,浙江,铜,20200422 -3767,601611.SH,中国核建,上海,建筑工程,20160606 -3768,601615.SH,明阳智能,广东,电气设备,20190123 -3769,601616.SH,广电电气,上海,电气设备,20110201 -3770,601618.SH,中国中冶,北京,建筑工程,20090921 -3771,601619.SH,嘉泽新能,宁夏,新型电力,20170720 -3772,601628.SH,中国人寿,北京,保险,20070109 -3773,601633.SH,长城汽车,河北,汽车整车,20110928 -3774,601636.SH,旗滨集团,湖南,玻璃,20110812 -3775,601658.SH,邮储银行,北京,银行,20191210 -3776,601665.SH,齐鲁银行,山东,银行,20210618 -3777,601666.SH,平煤股份,河南,煤炭开采,20061123 -3778,601668.SH,中国建筑,北京,建筑工程,20090729 -3779,601669.SH,中国电建,北京,建筑工程,20111018 -3780,601677.SH,明泰铝业,河南,铝,20110919 -3781,601678.SH,滨化股份,山东,化工原料,20100223 -3782,601686.SH,友发集团,天津,钢加工,20201204 -3783,601688.SH,华泰证券,江苏,证券,20100226 -3784,601689.SH,拓普集团,浙江,汽车配件,20150319 -3785,601696.SH,中银证券,上海,证券,20200226 -3786,601698.SH,中国卫通,北京,电信运营,20190628 -3787,601699.SH,潞安环能,山西,煤炭开采,20060922 -3788,601700.SH,风范股份,江苏,电气设备,20110118 -3789,601702.SH,华峰铝业,上海,铝,20200907 -3790,601717.SH,郑煤机,河南,专用机械,20100803 -3791,601718.SH,际华集团,北京,服饰,20100816 -3792,601727.SH,上海电气,上海,电气设备,20081205 -3793,601728.SH,中国电信,北京,电信运营,20210820 -3794,601766.SH,中国中车,北京,运输设备,20080818 -3795,601777.SH,力帆科技,重庆,摩托车,20101125 -3796,601778.SH,晶科科技,江西,新型电力,20200519 -3797,601788.SH,光大证券,上海,证券,20090818 -3798,601789.SH,宁波建工,浙江,建筑工程,20110816 -3799,601798.SH,蓝科高新,甘肃,化工机械,20110622 -3800,601799.SH,星宇股份,江苏,汽车配件,20110201 -3801,601800.SH,中国交建,北京,建筑工程,20120309 -3802,601801.SH,皖新传媒,安徽,出版业,20100118 -3803,601808.SH,中海油服,天津,石油开采,20070928 -3804,601811.SH,新华文轩,四川,出版业,20160808 -3805,601816.SH,京沪高铁,北京,铁路,20200116 -3806,601818.SH,光大银行,北京,银行,20100818 -3807,601825.SH,沪农商行,上海,银行,20210819 -3808,601827.SH,三峰环境,重庆,环境保护,20200605 -3809,601828.SH,美凯龙,上海,其他商业,20180117 -3810,601838.SH,成都银行,四川,银行,20180131 -3811,601857.SH,中国石油,北京,石油开采,20071105 -3812,601858.SH,中国科传,北京,出版业,20170118 -3813,601860.SH,紫金银行,江苏,银行,20190103 -3814,601865.SH,福莱特,浙江,玻璃,20190215 -3815,601866.SH,中远海发,上海,水运,20071212 -3816,601868.SH,中国能建,北京,建筑工程,20210928 -3817,601869.SH,长飞光纤,湖北,通信设备,20180720 -3818,601872.SH,招商轮船,上海,水运,20061201 -3819,601877.SH,正泰电器,浙江,电气设备,20100121 -3820,601878.SH,浙商证券,浙江,证券,20170626 -3821,601880.SH,辽港股份,辽宁,港口,20101206 -3822,601881.SH,中国银河,北京,证券,20170123 -3823,601882.SH,海天精工,浙江,机床制造,20161107 -3824,601886.SH,江河集团,北京,装修装饰,20110818 -3825,601888.SH,中国中免,北京,旅游服务,20091015 -3826,601890.SH,亚星锚链,江苏,船舶,20101228 -3827,601898.SH,中煤能源,北京,煤炭开采,20080201 -3828,601899.SH,紫金矿业,福建,铜,20080425 -3829,601900.SH,南方传媒,广东,出版业,20160215 -3830,601901.SH,方正证券,湖南,证券,20110810 -3831,601908.SH,京运通,北京,新型电力,20110908 -3832,601916.SH,浙商银行,浙江,银行,20191126 -3833,601918.SH,新集能源,安徽,煤炭开采,20071219 -3834,601919.SH,中远海控,天津,水运,20070626 -3835,601921.SH,浙版传媒,浙江,出版业,20210723 -3836,601928.SH,凤凰传媒,江苏,出版业,20111130 -3837,601929.SH,吉视传媒,吉林,影视音像,20120223 -3838,601933.SH,永辉超市,福建,超市连锁,20101215 -3839,601939.SH,建设银行,北京,银行,20070925 -3840,601949.SH,中国出版,北京,出版业,20170821 -3841,601952.SH,苏垦农发,江苏,种植业,20170515 -3842,601956.SH,东贝集团,湖北,家用电器,20201225 -3843,601958.SH,金钼股份,陕西,小金属,20080417 -3844,601963.SH,重庆银行,重庆,银行,20210205 -3845,601965.SH,中国汽研,重庆,汽车服务,20120611 -3846,601966.SH,玲珑轮胎,山东,汽车配件,20160706 -3847,601968.SH,宝钢包装,上海,广告包装,20150611 -3848,601969.SH,海南矿业,海南,普钢,20141209 -3849,601975.SH,招商南油,江苏,水运,20190108 -3850,601985.SH,中国核电,北京,新型电力,20150610 -3851,601988.SH,中国银行,北京,银行,20060705 -3852,601989.SH,中国重工,北京,船舶,20091216 -3853,601990.SH,南京证券,江苏,证券,20180613 -3854,601991.SH,大唐发电,北京,火力发电,20061220 -3855,601992.SH,金隅集团,北京,水泥,20110301 -3856,601995.SH,中金公司,北京,证券,20201102 -3857,601996.SH,丰林集团,广西,家居用品,20110929 -3858,601997.SH,贵阳银行,贵州,银行,20160816 -3859,601998.SH,中信银行,北京,银行,20070427 -3860,601999.SH,出版传媒,辽宁,出版业,20071221 -3861,603000.SH,人民网,北京,互联网,20120427 -3862,603001.SH,ST奥康,浙江,服饰,20120426 -3863,603002.SH,宏昌电子,广东,化工原料,20120518 -3864,603003.SH,龙宇股份,上海,石油贸易,20120817 -3865,603004.SH,鼎龙科技,浙江,化工原料,20231227 -3866,603005.SH,晶方科技,江苏,半导体,20140210 -3867,603006.SH,联明股份,上海,汽车配件,20140630 -3868,603007.SH,ST花王,江苏,建筑工程,20160826 -3869,603008.SH,喜临门,浙江,家居用品,20120717 -3870,603009.SH,北特科技,上海,汽车配件,20140718 -3871,603010.SH,万盛股份,浙江,化工原料,20141010 -3872,603011.SH,合锻智能,安徽,机床制造,20141107 -3873,603012.SH,创力集团,上海,专用机械,20150320 -3874,603013.SH,亚普股份,江苏,汽车配件,20180509 -3875,603015.SH,弘讯科技,浙江,电气设备,20150303 -3876,603016.SH,新宏泰,江苏,电气设备,20160701 -3877,603017.SH,中衡设计,江苏,建筑工程,20141231 -3878,603018.SH,华设集团,江苏,建筑工程,20141013 -3879,603019.SH,中科曙光,天津,IT设备,20141106 -3880,603020.SH,爱普股份,上海,食品,20150325 -3881,603021.SH,山东华鹏,山东,家居用品,20150423 -3882,603022.SH,新通联,上海,广告包装,20150518 -3883,603023.SH,威帝股份,黑龙江,汽车配件,20150527 -3884,603025.SH,大豪科技,北京,纺织机械,20150422 -3885,603026.SH,胜华新材,山东,化工原料,20150529 -3886,603027.SH,千禾味业,四川,食品,20160307 -3887,603028.SH,赛福天,江苏,钢加工,20160331 -3888,603029.SH,天鹅股份,山东,农用机械,20160427 -3889,603030.SH,*ST全筑,上海,装修装饰,20150320 -3890,603031.SH,安孚科技,安徽,电气设备,20160822 -3891,603032.SH,德新科技,新疆,专用机械,20170105 -3892,603033.SH,三维股份,浙江,橡胶,20161207 -3893,603035.SH,常熟汽饰,江苏,汽车配件,20170105 -3894,603036.SH,如通股份,江苏,专用机械,20161209 -3895,603037.SH,凯众股份,上海,汽车配件,20170120 -3896,603038.SH,华立股份,广东,家居用品,20170116 -3897,603039.SH,泛微网络,上海,软件服务,20170113 -3898,603040.SH,新坐标,浙江,汽车配件,20170209 -3899,603041.SH,美思德,江苏,化工原料,20170330 -3900,603042.SH,华脉科技,江苏,通信设备,20170602 -3901,603043.SH,广州酒家,广东,食品,20170627 -3902,603045.SH,福达合金,浙江,电气设备,20180517 -3903,603048.SH,浙江黎明,浙江,汽车配件,20211116 -3904,603050.SH,科林电气,河北,电气设备,20170414 -3905,603051.SH,鹿山新材,广东,塑料,20220325 -3906,603052.SH,可川科技,江苏,元器件,20221011 -3907,603053.SH,成都燃气,四川,供气供热,20191217 -3908,603055.SH,台华新材,浙江,纺织,20170921 -3909,603056.SH,德邦股份,上海,仓储物流,20180116 -3910,603057.SH,紫燕食品,上海,食品,20220926 -3911,603058.SH,永吉股份,贵州,广告包装,20161223 -3912,603059.SH,倍加洁,江苏,日用化工,20180302 -3913,603060.SH,国检集团,北京,建筑工程,20161109 -3914,603061.SH,金海通,天津,半导体,20230303 -3915,603062.SH,麦加芯彩,上海,染料涂料,20231107 -3916,603063.SH,禾望电气,深圳,电气设备,20170728 -3917,603065.SH,宿迁联盛,江苏,化工原料,20230321 -3918,603066.SH,音飞储存,江苏,仓储物流,20150611 -3919,603067.SH,振华股份,湖北,化工原料,20160913 -3920,603068.SH,博通集成,上海,半导体,20190415 -3921,603069.SH,海汽集团,海南,公路,20160712 -3922,603070.SH,万控智造,浙江,电气设备,20220310 -3923,603071.SH,物产环能,浙江,批发业,20211216 -3924,603073.SH,彩蝶实业,浙江,纺织,20230316 -3925,603075.SH,热威股份,浙江,家用电器,20230911 -3926,603076.SH,乐惠国际,浙江,专用机械,20171113 -3927,603077.SH,和邦生物,四川,化工原料,20120731 -3928,603078.SH,江化微,江苏,半导体,20170410 -3929,603079.SH,圣达生物,浙江,食品,20170823 -3930,603080.SH,新疆火炬,新疆,供气供热,20180103 -3931,603081.SH,大丰实业,浙江,专用机械,20170420 -3932,603082.SH,北自科技,北京,运输设备,20240130 -3933,603083.SH,剑桥科技,上海,通信设备,20171110 -3934,603085.SH,天成自控,浙江,汽车配件,20150630 -3935,603086.SH,先达股份,山东,农药化肥,20170511 -3936,603087.SH,甘李药业,北京,生物制药,20200629 -3937,603088.SH,宁波精达,浙江,机床制造,20141111 -3938,603089.SH,正裕工业,浙江,汽车配件,20170126 -3939,603090.SH,宏盛股份,江苏,专用机械,20160831 -3940,603093.SH,南华期货,浙江,多元金融,20190830 -3941,603095.SH,越剑智能,浙江,纺织机械,20200415 -3942,603096.SH,新经典,天津,出版业,20170425 -3943,603097.SH,江苏华辰,江苏,电气设备,20220512 -3944,603098.SH,森特股份,北京,装修装饰,20161216 -3945,603099.SH,长白山,吉林,旅游景点,20140822 -3946,603100.SH,川仪股份,重庆,电器仪表,20140805 -3947,603101.SH,汇嘉时代,新疆,百货,20160506 -3948,603102.SH,百合股份,山东,医疗保健,20220125 -3949,603103.SH,横店影视,浙江,影视音像,20171012 -3950,603105.SH,芯能科技,浙江,电气设备,20180709 -3951,603106.SH,恒银科技,天津,IT设备,20170920 -3952,603107.SH,上海汽配,上海,汽车配件,20231101 -3953,603108.SH,润达医疗,上海,医药商业,20150527 -3954,603109.SH,神驰机电,重庆,电气设备,20191231 -3955,603110.SH,东方材料,安徽,染料涂料,20171013 -3956,603111.SH,康尼机电,江苏,运输设备,20140801 -3957,603112.SH,华翔股份,山西,机械基件,20200917 -3958,603113.SH,金能科技,山东,焦炭加工,20170511 -3959,603115.SH,海星股份,江苏,铝,20190809 -3960,603116.SH,红蜻蜓,浙江,服饰,20150629 -3961,603117.SH,ST万林,江苏,仓储物流,20150629 -3962,603118.SH,共进股份,深圳,通信设备,20150225 -3963,603119.SH,浙江荣泰,浙江,汽车配件,20230801 -3964,603121.SH,华培动力,上海,汽车配件,20190111 -3965,603122.SH,合富中国,上海,医药商业,20220216 -3966,603123.SH,翠微股份,北京,多元金融,20120503 -3967,603125.SH,常青科技,江苏,化工原料,20230410 -3968,603126.SH,中材节能,天津,环境保护,20140731 -3969,603127.SH,昭衍新药,北京,医疗保健,20170825 -3970,603128.SH,华贸物流,上海,仓储物流,20120529 -3971,603129.SH,春风动力,浙江,摩托车,20170818 -3972,603130.SH,云中马,浙江,纺织,20221118 -3973,603131.SH,上海沪工,上海,专用机械,20160607 -3974,603132.SH,金徽股份,甘肃,铅锌,20220222 -3975,603133.SH,*ST碳元,江苏,元器件,20170320 -3976,603135.SH,中重科技,天津,专用机械,20230410 -3977,603136.SH,天目湖,江苏,旅游景点,20170927 -3978,603137.SH,恒尚节能,江苏,装修装饰,20230419 -3979,603138.SH,海量数据,北京,软件服务,20170306 -3980,603139.SH,康惠制药,陕西,中成药,20170421 -3981,603150.SH,万朗磁塑,安徽,塑料,20220124 -3982,603151.SH,邦基科技,山东,饲料,20221019 -3983,603153.SH,上海建科,上海,建筑工程,20230313 -3984,603155.SH,新亚强,江苏,化工原料,20200901 -3985,603156.SH,养元饮品,河北,软饮料,20180212 -3986,603158.SH,腾龙股份,江苏,汽车配件,20150320 -3987,603159.SH,上海亚虹,上海,专用机械,20160812 -3988,603160.SH,汇顶科技,深圳,半导体,20161017 -3989,603161.SH,科华控股,江苏,汽车配件,20180105 -3990,603162.SH,海通发展,福建,水运,20230329 -3991,603163.SH,圣晖集成,江苏,建筑工程,20221013 -3992,603165.SH,荣晟环保,浙江,造纸,20170117 -3993,603166.SH,福达股份,广西,汽车配件,20141127 -3994,603167.SH,渤海轮渡,山东,水运,20120906 -3995,603168.SH,莎普爱思,浙江,化学制药,20140702 -3996,603169.SH,兰石重装,甘肃,专用机械,20141009 -3997,603170.SH,宝立食品,上海,食品,20220715 -3998,603171.SH,税友股份,浙江,软件服务,20210630 -3999,603172.SH,万丰股份,浙江,染料涂料,20230510 -4000,603173.SH,福斯达,浙江,机械基件,20230130 -4001,603176.SH,汇通集团,河北,建筑工程,20211231 -4002,603177.SH,德创环保,浙江,环境保护,20170207 -4003,603178.SH,圣龙股份,浙江,汽车配件,20170328 -4004,603179.SH,新泉股份,江苏,汽车配件,20170317 -4005,603180.SH,金牌厨柜,福建,家居用品,20170512 -4006,603181.SH,皇马科技,浙江,化工原料,20170824 -4007,603182.SH,嘉华股份,山东,食品,20220909 -4008,603183.SH,建研院,江苏,建筑工程,20170905 -4009,603185.SH,弘元绿能,江苏,电气设备,20181228 -4010,603186.SH,华正新材,浙江,元器件,20170103 -4011,603187.SH,海容冷链,山东,机械基件,20181129 -4012,603188.SH,亚邦股份,江苏,染料涂料,20140909 -4013,603189.SH,网达软件,上海,软件服务,20160914 -4014,603190.SH,亚通精工,山东,汽车配件,20230217 -4015,603191.SH,望变电气,重庆,电气设备,20220428 -4016,603192.SH,汇得科技,上海,化工原料,20180828 -4017,603193.SH,润本股份,广东,日用化工,20231017 -4018,603195.SH,公牛集团,浙江,家用电器,20200206 -4019,603196.SH,日播时尚,上海,服饰,20170531 -4020,603197.SH,保隆科技,上海,汽车配件,20170519 -4021,603198.SH,迎驾贡酒,安徽,白酒,20150528 -4022,603199.SH,九华旅游,安徽,旅游景点,20150326 -4023,603200.SH,上海洗霸,上海,环境保护,20170601 -4024,603201.SH,常润股份,江苏,汽车配件,20220729 -4025,603203.SH,快克智能,江苏,专用机械,20161108 -4026,603206.SH,嘉环科技,江苏,通信设备,20220506 -4027,603208.SH,江山欧派,浙江,家居用品,20170210 -4028,603209.SH,兴通股份,福建,水运,20220324 -4029,603211.SH,晋拓股份,上海,汽车配件,20220725 -4030,603212.SH,赛伍技术,江苏,塑料,20200430 -4031,603213.SH,镇洋发展,浙江,化工原料,20211111 -4032,603214.SH,爱婴室,上海,百货,20180330 -4033,603215.SH,比依股份,浙江,家用电器,20220218 -4034,603216.SH,梦天家居,浙江,家居用品,20211215 -4035,603217.SH,元利科技,山东,化工原料,20190620 -4036,603218.SH,日月股份,浙江,电气设备,20161228 -4037,603219.SH,富佳股份,浙江,家用电器,20211122 -4038,603220.SH,中贝通信,湖北,通信设备,20181115 -4039,603221.SH,爱丽家居,江苏,家居用品,20200323 -4040,603222.SH,济民医疗,浙江,医疗保健,20150217 -4041,603223.SH,恒通股份,山东,仓储物流,20150630 -4042,603225.SH,新凤鸣,浙江,化纤,20170418 -4043,603226.SH,菲林格尔,上海,家居用品,20170615 -4044,603227.SH,雪峰科技,新疆,化工原料,20150515 -4045,603228.SH,景旺电子,深圳,元器件,20170106 -4046,603229.SH,奥翔药业,浙江,化学制药,20170509 -4047,603230.SH,内蒙新华,内蒙,出版业,20211224 -4048,603231.SH,索宝蛋白,浙江,食品,20231215 -4049,603232.SH,格尔软件,上海,软件服务,20170421 -4050,603233.SH,大参林,广东,医药商业,20170731 -4051,603235.SH,天新药业,江西,化学制药,20220712 -4052,603236.SH,移远通信,上海,通信设备,20190716 -4053,603237.SH,五芳斋,浙江,食品,20220831 -4054,603238.SH,诺邦股份,浙江,纺织,20170222 -4055,603239.SH,浙江仙通,浙江,汽车配件,20161230 -4056,603255.SH,鼎际得,辽宁,化工原料,20220818 -4057,603256.SH,宏和科技,上海,玻璃,20190719 -4058,603258.SH,电魂网络,浙江,互联网,20161026 -4059,603259.SH,药明康德,江苏,化学制药,20180508 -4060,603260.SH,合盛硅业,浙江,化工原料,20171030 -4061,603261.SH,立航科技,四川,航空,20220315 -4062,603266.SH,天龙股份,浙江,汽车配件,20170110 -4063,603267.SH,鸿远电子,北京,元器件,20190515 -4064,603268.SH,松发股份,广东,家居用品,20150319 -4065,603269.SH,海鸥股份,江苏,机械基件,20170517 -4066,603270.SH,金帝股份,山东,机械基件,20230901 -4067,603272.SH,联翔股份,浙江,家居用品,20220520 -4068,603273.SH,天元智能,江苏,专用机械,20231023 -4069,603275.SH,众辰科技,上海,电器仪表,20230823 -4070,603276.SH,恒兴新材,江苏,化工原料,20230925 -4071,603277.SH,银都股份,浙江,专用机械,20170911 -4072,603278.SH,大业股份,山东,钢加工,20171113 -4073,603279.SH,景津装备,山东,环境保护,20190729 -4074,603280.SH,南方路机,福建,专用机械,20221108 -4075,603281.SH,江瀚新材,湖北,化工原料,20230131 -4076,603282.SH,亚光股份,浙江,专用机械,20230315 -4077,603283.SH,赛腾股份,江苏,专用机械,20171225 -4078,603286.SH,日盈电子,江苏,汽车配件,20170627 -4079,603288.SH,海天味业,广东,食品,20140211 -4080,603289.SH,泰瑞机器,浙江,专用机械,20171031 -4081,603290.SH,斯达半导,浙江,半导体,20200204 -4082,603291.SH,联合水务,江苏,水务,20230327 -4083,603296.SH,华勤技术,上海,元器件,20230808 -4084,603297.SH,永新光学,浙江,元器件,20180910 -4085,603298.SH,杭叉集团,浙江,专用机械,20161227 -4086,603299.SH,苏盐井神,江苏,食品,20151231 -4087,603300.SH,华铁应急,浙江,多元金融,20150529 -4088,603301.SH,振德医疗,浙江,医疗保健,20180412 -4089,603303.SH,得邦照明,浙江,家用电器,20170330 -4090,603305.SH,旭升集团,浙江,汽车配件,20170710 -4091,603306.SH,华懋科技,福建,汽车配件,20140926 -4092,603307.SH,扬州金泉,江苏,文教休闲,20230216 -4093,603308.SH,应流股份,安徽,机械基件,20140122 -4094,603309.SH,维力医疗,广东,医疗保健,20150302 -4095,603311.SH,金海高科,浙江,家用电器,20150518 -4096,603312.SH,西典新能,江苏,电气设备,20240111 -4097,603313.SH,梦百合,江苏,家居用品,20161013 -4098,603315.SH,福鞍股份,辽宁,机械基件,20150424 -4099,603316.SH,诚邦股份,浙江,建筑工程,20170619 -4100,603317.SH,天味食品,四川,食品,20190416 -4101,603318.SH,水发燃气,辽宁,供气供热,20150424 -4102,603319.SH,湘油泵,湖南,汽车配件,20161130 -4103,603320.SH,迪贝电气,浙江,电气设备,20170502 -4104,603321.SH,梅轮电梯,浙江,运输设备,20170915 -4105,603322.SH,超讯通信,广东,通信设备,20160728 -4106,603323.SH,苏农银行,江苏,银行,20161129 -4107,603324.SH,盛剑环境,上海,环境保护,20210407 -4108,603325.SH,博隆技术,上海,化工机械,20240110 -4109,603326.SH,我乐家居,江苏,家居用品,20170616 -4110,603327.SH,福蓉科技,四川,元器件,20190523 -4111,603328.SH,依顿电子,广东,元器件,20140701 -4112,603329.SH,上海雅仕,上海,仓储物流,20171229 -4113,603330.SH,天洋新材,上海,塑料,20170213 -4114,603331.SH,百达精工,浙江,专用机械,20170705 -4115,603332.SH,苏州龙杰,江苏,化纤,20190117 -4116,603333.SH,尚纬股份,四川,电气设备,20120507 -4117,603335.SH,迪生力,广东,汽车配件,20170620 -4118,603336.SH,宏辉果蔬,广东,农业综合,20161124 -4119,603337.SH,杰克股份,浙江,纺织机械,20170119 -4120,603338.SH,浙江鼎力,浙江,专用机械,20150325 -4121,603339.SH,四方科技,江苏,专用机械,20160519 -4122,603341.SH,龙旗科技,上海,通信设备,20240301 -4123,603344.SH,星德胜,江苏,电气设备,20240320 -4124,603345.SH,安井食品,福建,食品,20170222 -4125,603348.SH,文灿股份,广东,汽车配件,20180426 -4126,603351.SH,威尔药业,江苏,化学制药,20190130 -4127,603353.SH,和顺石油,湖南,石油贸易,20200407 -4128,603355.SH,莱克电气,江苏,家用电器,20150513 -4129,603356.SH,华菱精工,安徽,运输设备,20180124 -4130,603357.SH,设计总院,安徽,建筑工程,20170801 -4131,603358.SH,华达科技,江苏,汽车配件,20170125 -4132,603359.SH,东珠生态,江苏,环境保护,20170901 -4133,603360.SH,百傲化学,辽宁,农药化肥,20170206 -4134,603363.SH,傲农生物,福建,饲料,20170926 -4135,603365.SH,水星家纺,上海,纺织,20171120 -4136,603366.SH,日出东方,江苏,家用电器,20120521 -4137,603367.SH,辰欣药业,山东,化学制药,20170929 -4138,603368.SH,柳药集团,广西,医药商业,20141204 -4139,603369.SH,今世缘,江苏,白酒,20140703 -4140,603373.SH,安邦护卫,浙江,综合类,20231220 -4141,603375.SH,盛景微,江苏,半导体,20240124 -4142,603377.SH,东方时尚,北京,汽车服务,20160205 -4143,603378.SH,亚士创能,上海,染料涂料,20170928 -4144,603379.SH,三美股份,浙江,化工原料,20190402 -4145,603380.SH,易德龙,江苏,元器件,20170622 -4146,603383.SH,顶点软件,福建,软件服务,20170522 -4147,603385.SH,惠达卫浴,河北,家居用品,20170405 -4148,603386.SH,骏亚科技,广东,元器件,20170912 -4149,603387.SH,基蛋生物,江苏,医疗保健,20170717 -4150,603388.SH,元成股份,浙江,建筑工程,20170324 -4151,603389.SH,亚振家居,江苏,家居用品,20161215 -4152,603390.SH,通达电气,广东,汽车配件,20191125 -4153,603392.SH,万泰生物,北京,生物制药,20200429 -4154,603393.SH,新天然气,新疆,供气供热,20160912 -4155,603396.SH,金辰股份,辽宁,专用机械,20171018 -4156,603398.SH,沐邦高科,江西,电气设备,20151209 -4157,603399.SH,吉翔股份,辽宁,小金属,20120824 -4158,603408.SH,建霖家居,福建,家居用品,20200730 -4159,603416.SH,信捷电气,江苏,电器仪表,20161221 -4160,603421.SH,鼎信通讯,山东,通信设备,20161011 -4161,603429.SH,集友股份,安徽,广告包装,20170124 -4162,603439.SH,贵州三力,贵州,中成药,20200428 -4163,603444.SH,吉比特,福建,互联网,20170104 -4164,603456.SH,九洲药业,浙江,医疗保健,20141010 -4165,603458.SH,勘设股份,贵州,建筑工程,20170809 -4166,603466.SH,风语筑,上海,文教休闲,20171020 -4167,603477.SH,巨星农牧,四川,农业综合,20171218 -4168,603486.SH,科沃斯,江苏,家用电器,20180528 -4169,603488.SH,展鹏科技,江苏,运输设备,20170516 -4170,603489.SH,八方股份,江苏,电气设备,20191111 -4171,603496.SH,恒为科技,上海,IT设备,20170607 -4172,603499.SH,翔港科技,上海,广告包装,20171016 -4173,603500.SH,祥和实业,浙江,运输设备,20170904 -4174,603501.SH,韦尔股份,上海,半导体,20170504 -4175,603505.SH,金石资源,浙江,化工原料,20170503 -4176,603506.SH,南都物业,浙江,房产服务,20180201 -4177,603507.SH,振江股份,江苏,电气设备,20171106 -4178,603508.SH,思维列控,河南,软件服务,20151224 -4179,603511.SH,爱慕股份,北京,服饰,20210531 -4180,603515.SH,欧普照明,上海,家用电器,20160819 -4181,603516.SH,淳中科技,北京,IT设备,20180202 -4182,603517.SH,绝味食品,湖南,食品,20170317 -4183,603518.SH,锦泓集团,江苏,服饰,20141203 -4184,603519.SH,立霸股份,江苏,家用电器,20150319 -4185,603520.SH,司太立,浙江,化学制药,20160309 -4186,603527.SH,众源新材,安徽,铜,20170907 -4187,603528.SH,多伦科技,江苏,软件服务,20160503 -4188,603529.SH,爱玛科技,天津,摩托车,20210615 -4189,603530.SH,神马电力,江苏,电气设备,20190805 -4190,603533.SH,掌阅科技,北京,互联网,20170921 -4191,603535.SH,嘉诚国际,广东,仓储物流,20170808 -4192,603536.SH,惠发食品,山东,食品,20170613 -4193,603538.SH,美诺华,浙江,化学制药,20170407 -4194,603551.SH,奥普家居,浙江,家居用品,20200115 -4195,603555.SH,ST贵人,福建,服饰,20140124 -4196,603556.SH,海兴电力,浙江,电器仪表,20161110 -4197,603557.SH,ST起步,浙江,服饰,20170818 -4198,603558.SH,健盛集团,浙江,纺织,20150127 -4199,603559.SH,ST通脉,吉林,通信设备,20161202 -4200,603565.SH,中谷物流,上海,仓储物流,20200925 -4201,603566.SH,普莱柯,河南,农业综合,20150518 -4202,603567.SH,珍宝岛,黑龙江,中成药,20150424 -4203,603568.SH,伟明环保,浙江,环境保护,20150528 -4204,603569.SH,长久物流,北京,仓储物流,20160810 -4205,603577.SH,汇金通,山东,电气设备,20161222 -4206,603578.SH,三星新材,浙江,玻璃,20170306 -4207,603579.SH,荣泰健康,上海,家用电器,20170111 -4208,603580.SH,艾艾精工,上海,塑料,20170525 -4209,603583.SH,捷昌驱动,浙江,电气设备,20180921 -4210,603585.SH,苏利股份,江苏,农药化肥,20161214 -4211,603586.SH,金麒麟,山东,汽车配件,20170406 -4212,603587.SH,地素时尚,上海,服饰,20180622 -4213,603588.SH,高能环境,北京,环境保护,20141229 -4214,603589.SH,口子窖,安徽,白酒,20150629 -4215,603590.SH,康辰药业,北京,生物制药,20180827 -4216,603595.SH,东尼电子,浙江,元器件,20170712 -4217,603596.SH,伯特利,安徽,汽车配件,20180427 -4218,603598.SH,引力传媒,北京,互联网,20150527 -4219,603599.SH,广信股份,安徽,农药化肥,20150513 -4220,603600.SH,永艺股份,浙江,家居用品,20150123 -4221,603601.SH,再升科技,重庆,玻璃,20150122 -4222,603602.SH,纵横通信,浙江,通信设备,20170810 -4223,603603.SH,*ST博天,北京,环境保护,20170217 -4224,603605.SH,珀莱雅,浙江,日用化工,20171115 -4225,603606.SH,东方电缆,浙江,电气设备,20141015 -4226,603607.SH,京华激光,浙江,造纸,20171025 -4227,603608.SH,天创时尚,广东,服饰,20160218 -4228,603609.SH,禾丰股份,辽宁,饲料,20140808 -4229,603610.SH,麒盛科技,浙江,家居用品,20191029 -4230,603611.SH,诺力股份,浙江,运输设备,20150128 -4231,603612.SH,索通发展,山东,矿物制品,20170718 -4232,603613.SH,国联股份,北京,互联网,20190730 -4233,603615.SH,茶花股份,福建,家居用品,20170213 -4234,603616.SH,韩建河山,北京,水泥,20150611 -4235,603617.SH,君禾股份,浙江,机械基件,20170703 -4236,603618.SH,杭电股份,浙江,电气设备,20150217 -4237,603619.SH,中曼石油,上海,石油开采,20171117 -4238,603626.SH,科森科技,江苏,元器件,20170209 -4239,603628.SH,清源股份,福建,电气设备,20170112 -4240,603629.SH,利通电子,江苏,元器件,20181224 -4241,603630.SH,拉芳家化,广东,日用化工,20170313 -4242,603633.SH,徕木股份,上海,汽车配件,20161117 -4243,603636.SH,南威软件,福建,软件服务,20141230 -4244,603637.SH,镇海股份,浙江,建筑工程,20170208 -4245,603638.SH,艾迪精密,山东,专用机械,20170120 -4246,603639.SH,海利尔,山东,农药化肥,20170112 -4247,603648.SH,畅联股份,上海,仓储物流,20170913 -4248,603650.SH,彤程新材,上海,化工原料,20180627 -4249,603655.SH,朗博科技,江苏,汽车配件,20171229 -4250,603656.SH,泰禾智能,安徽,专用机械,20170321 -4251,603657.SH,春光科技,浙江,家用电器,20180730 -4252,603658.SH,安图生物,河南,医疗保健,20160901 -4253,603659.SH,璞泰来,上海,化工原料,20171103 -4254,603660.SH,苏州科达,江苏,IT设备,20161201 -4255,603661.SH,恒林股份,浙江,家居用品,20171121 -4256,603662.SH,柯力传感,浙江,电器仪表,20190806 -4257,603663.SH,三祥新材,福建,小金属,20160801 -4258,603665.SH,康隆达,浙江,服饰,20170313 -4259,603666.SH,亿嘉和,江苏,专用机械,20180612 -4260,603667.SH,五洲新春,浙江,机械基件,20161025 -4261,603668.SH,天马科技,福建,饲料,20170117 -4262,603669.SH,灵康药业,西藏,化学制药,20150528 -4263,603676.SH,卫信康,西藏,化学制药,20170721 -4264,603677.SH,奇精机械,浙江,家用电器,20170206 -4265,603678.SH,火炬电子,福建,元器件,20150126 -4266,603679.SH,华体科技,四川,电气设备,20170621 -4267,603680.SH,今创集团,江苏,运输设备,20180227 -4268,603681.SH,永冠新材,上海,化工原料,20190326 -4269,603682.SH,锦和商管,上海,房产服务,20200421 -4270,603683.SH,晶华新材,上海,化工原料,20171020 -4271,603685.SH,晨丰科技,浙江,电气设备,20171127 -4272,603686.SH,福龙马,福建,环境保护,20150126 -4273,603687.SH,大胜达,浙江,广告包装,20190726 -4274,603688.SH,石英股份,江苏,矿物制品,20141031 -4275,603689.SH,皖天然气,安徽,供气供热,20170110 -4276,603690.SH,至纯科技,上海,半导体,20170113 -4277,603693.SH,江苏新能,江苏,新型电力,20180703 -4278,603696.SH,安记食品,福建,食品,20151209 -4279,603697.SH,有友食品,重庆,食品,20190508 -4280,603698.SH,航天工程,北京,专用机械,20150128 -4281,603699.SH,纽威股份,江苏,机械基件,20140117 -4282,603700.SH,宁水集团,浙江,电器仪表,20190122 -4283,603701.SH,德宏股份,浙江,汽车配件,20160412 -4284,603703.SH,盛洋科技,浙江,通信设备,20150423 -4285,603706.SH,东方环宇,新疆,供气供热,20180709 -4286,603707.SH,健友股份,江苏,生物制药,20170719 -4287,603708.SH,家家悦,山东,超市连锁,20161213 -4288,603709.SH,中源家居,浙江,家居用品,20180208 -4289,603711.SH,香飘飘,浙江,软饮料,20171130 -4290,603712.SH,七一二,天津,通信设备,20180226 -4291,603713.SH,密尔克卫,上海,仓储物流,20180713 -4292,603716.SH,塞力医疗,湖北,医药商业,20161031 -4293,603717.SH,天域生态,重庆,农业综合,20170327 -4294,603718.SH,海利生物,上海,农业综合,20150515 -4295,603719.SH,良品铺子,湖北,食品,20200224 -4296,603721.SH,中广天择,湖南,影视音像,20170811 -4297,603722.SH,阿科力,江苏,化工原料,20171025 -4298,603725.SH,天安新材,广东,塑料,20170906 -4299,603726.SH,朗迪集团,浙江,家用电器,20160421 -4300,603727.SH,博迈科,天津,石油开采,20161122 -4301,603728.SH,鸣志电器,上海,电气设备,20170509 -4302,603729.SH,龙韵股份,上海,广告包装,20150324 -4303,603730.SH,岱美股份,上海,汽车配件,20170728 -4304,603733.SH,仙鹤股份,浙江,造纸,20180420 -4305,603737.SH,三棵树,福建,染料涂料,20160603 -4306,603738.SH,泰晶科技,湖北,元器件,20160928 -4307,603739.SH,蔚蓝生物,山东,农业综合,20190116 -4308,603755.SH,日辰股份,山东,食品,20190828 -4309,603757.SH,大元泵业,浙江,机械基件,20170711 -4310,603758.SH,秦安股份,重庆,汽车配件,20170517 -4311,603759.SH,海天股份,四川,水务,20210326 -4312,603766.SH,隆鑫通用,重庆,摩托车,20120810 -4313,603767.SH,中马传动,浙江,汽车配件,20170613 -4314,603768.SH,常青股份,安徽,汽车配件,20170324 -4315,603773.SH,沃格光电,江西,元器件,20180417 -4316,603776.SH,永安行,江苏,公共交通,20170817 -4317,603777.SH,来伊份,上海,食品,20161012 -4318,603778.SH,国晟科技,北京,建筑工程,20151231 -4319,603779.SH,威龙股份,山东,红黄酒,20160516 -4320,603786.SH,科博达,上海,汽车配件,20191015 -4321,603787.SH,新日股份,江苏,摩托车,20170427 -4322,603788.SH,宁波高发,浙江,汽车配件,20150120 -4323,603789.SH,星光农机,浙江,农用机械,20150427 -4324,603790.SH,雅运股份,上海,染料涂料,20180912 -4325,603797.SH,联泰环保,广东,环境保护,20170413 -4326,603798.SH,康普顿,山东,石油加工,20160406 -4327,603799.SH,华友钴业,浙江,小金属,20150129 -4328,603800.SH,道森股份,江苏,专用机械,20151210 -4329,603801.SH,志邦家居,安徽,家居用品,20170630 -4330,603803.SH,瑞斯康达,北京,通信设备,20170420 -4331,603806.SH,福斯特,浙江,塑料,20140905 -4332,603808.SH,歌力思,深圳,服饰,20150422 -4333,603809.SH,豪能股份,四川,汽车配件,20171128 -4334,603810.SH,丰山集团,江苏,农药化肥,20180917 -4335,603811.SH,诚意药业,浙江,化学制药,20170315 -4336,603813.SH,原尚股份,广东,仓储物流,20170918 -4337,603815.SH,交建股份,安徽,建筑工程,20191021 -4338,603816.SH,顾家家居,浙江,家居用品,20161014 -4339,603817.SH,海峡环保,福建,环境保护,20170220 -4340,603818.SH,曲美家居,北京,家居用品,20150422 -4341,603819.SH,神力股份,江苏,电气设备,20161125 -4342,603822.SH,嘉澳环保,浙江,化工原料,20160428 -4343,603823.SH,百合花,浙江,染料涂料,20161220 -4344,603825.SH,华扬联众,湖南,互联网,20170802 -4345,603826.SH,坤彩科技,福建,染料涂料,20170414 -4346,603828.SH,柯利达,江苏,装修装饰,20150226 -4347,603829.SH,洛凯股份,江苏,电气设备,20171017 -4348,603833.SH,欧派家居,广东,家居用品,20170328 -4349,603836.SH,海程邦达,山东,仓储物流,20210526 -4350,603838.SH,四通股份,广东,家居用品,20150701 -4351,603839.SH,安正时尚,浙江,服饰,20170214 -4352,603843.SH,正平股份,青海,建筑工程,20160905 -4353,603848.SH,好太太,广东,家居用品,20171201 -4354,603855.SH,华荣股份,上海,专用机械,20170524 -4355,603856.SH,东宏股份,山东,塑料,20171106 -4356,603858.SH,步长制药,山东,中成药,20161118 -4357,603859.SH,能科科技,北京,软件服务,20161021 -4358,603860.SH,中公高科,北京,建筑工程,20170802 -4359,603861.SH,白云电器,广东,电气设备,20160322 -4360,603863.SH,松炀资源,广东,造纸,20190621 -4361,603866.SH,桃李面包,辽宁,食品,20151222 -4362,603867.SH,新化股份,浙江,化工原料,20190627 -4363,603868.SH,飞科电器,上海,家用电器,20160418 -4364,603869.SH,新智认知,广西,软件服务,20150326 -4365,603871.SH,嘉友国际,北京,仓储物流,20180206 -4366,603876.SH,鼎胜新材,江苏,铝,20180418 -4367,603877.SH,太平鸟,浙江,服饰,20170109 -4368,603878.SH,武进不锈,江苏,钢加工,20161219 -4369,603879.SH,永悦科技,江苏,化工原料,20170614 -4370,603880.SH,ST南卫,江苏,医疗保健,20170807 -4371,603881.SH,数据港,上海,软件服务,20170208 -4372,603882.SH,金域医学,广东,医疗保健,20170908 -4373,603883.SH,老百姓,湖南,医药商业,20150423 -4374,603885.SH,吉祥航空,上海,空运,20150527 -4375,603886.SH,元祖股份,上海,食品,20161228 -4376,603887.SH,城地香江,上海,软件服务,20161010 -4377,603888.SH,新华网,北京,互联网,20161028 -4378,603889.SH,新澳股份,浙江,纺织,20141231 -4379,603890.SH,春秋电子,江苏,元器件,20171212 -4380,603893.SH,瑞芯微,福建,半导体,20200207 -4381,603895.SH,天永智能,上海,专用机械,20180122 -4382,603896.SH,寿仙谷,浙江,中成药,20170510 -4383,603897.SH,长城科技,浙江,电气设备,20180410 -4384,603898.SH,好莱客,广东,家居用品,20150217 -4385,603899.SH,晨光股份,上海,文教休闲,20150127 -4386,603900.SH,莱绅通灵,江苏,服饰,20161123 -4387,603901.SH,永创智能,浙江,专用机械,20150529 -4388,603903.SH,中持股份,北京,环境保护,20170314 -4389,603906.SH,龙蟠科技,江苏,电气设备,20170410 -4390,603908.SH,牧高笛,浙江,纺织,20170307 -4391,603909.SH,建发合诚,福建,建筑工程,20160628 -4392,603912.SH,佳力图,江苏,专用机械,20171101 -4393,603915.SH,国茂股份,江苏,机械基件,20190614 -4394,603916.SH,苏博特,江苏,化工原料,20171110 -4395,603917.SH,合力科技,浙江,汽车配件,20171204 -4396,603918.SH,金桥信息,上海,软件服务,20150528 -4397,603919.SH,金徽酒,甘肃,白酒,20160310 -4398,603920.SH,世运电路,广东,元器件,20170426 -4399,603922.SH,金鸿顺,江苏,汽车配件,20171023 -4400,603926.SH,铁流股份,浙江,汽车配件,20170510 -4401,603927.SH,中科软,北京,软件服务,20190909 -4402,603928.SH,兴业股份,江苏,化工原料,20161212 -4403,603929.SH,亚翔集成,江苏,装修装饰,20161230 -4404,603931.SH,格林达,浙江,化工原料,20200819 -4405,603933.SH,睿能科技,福建,元器件,20170706 -4406,603936.SH,博敏电子,广东,元器件,20151209 -4407,603937.SH,丽岛新材,江苏,铝,20171102 -4408,603938.SH,三孚股份,河北,化工原料,20170628 -4409,603939.SH,益丰药房,湖南,医药商业,20150217 -4410,603948.SH,建业股份,浙江,化工原料,20200302 -4411,603949.SH,雪龙集团,浙江,汽车配件,20200310 -4412,603950.SH,长源东谷,湖北,汽车配件,20200526 -4413,603955.SH,大千生态,江苏,环境保护,20170310 -4414,603956.SH,威派格,上海,专用机械,20190222 -4415,603958.SH,哈森股份,江苏,服饰,20160629 -4416,603959.SH,百利科技,湖南,建筑工程,20160517 -4417,603960.SH,克来机电,上海,汽车配件,20170314 -4418,603963.SH,大理药业,云南,中成药,20170922 -4419,603966.SH,法兰泰克,江苏,工程机械,20170125 -4420,603967.SH,中创物流,山东,仓储物流,20190429 -4421,603968.SH,醋化股份,江苏,化工原料,20150518 -4422,603969.SH,银龙股份,天津,其他建材,20150227 -4423,603970.SH,中农立华,北京,农药化肥,20171116 -4424,603976.SH,正川股份,重庆,医疗保健,20170822 -4425,603977.SH,国泰集团,江西,化工原料,20161111 -4426,603978.SH,深圳新星,深圳,小金属,20170807 -4427,603979.SH,金诚信,北京,铜,20150630 -4428,603980.SH,吉华集团,浙江,染料涂料,20170615 -4429,603982.SH,泉峰汽车,江苏,汽车配件,20190522 -4430,603983.SH,丸美股份,广东,日用化工,20190725 -4431,603985.SH,恒润股份,江苏,机械基件,20170505 -4432,603986.SH,兆易创新,北京,半导体,20160818 -4433,603987.SH,康德莱,上海,医疗保健,20161121 -4434,603988.SH,中电电机,江苏,电气设备,20141104 -4435,603989.SH,艾华集团,湖南,元器件,20150515 -4436,603990.SH,麦迪科技,江苏,软件服务,20161208 -4437,603991.SH,至正股份,深圳,塑料,20170308 -4438,603992.SH,松霖科技,福建,家居用品,20190826 -4439,603993.SH,洛阳钼业,河南,小金属,20121009 -4440,603995.SH,甬金股份,浙江,特种钢,20191224 -4441,603997.SH,继峰股份,浙江,汽车配件,20150302 -4442,603998.SH,方盛制药,湖南,中成药,20141205 -4443,603999.SH,读者传媒,甘肃,出版业,20151210 -4444,605001.SH,威奥股份,山东,运输设备,20200522 -4445,605003.SH,众望布艺,浙江,纺织,20200908 -4446,605005.SH,合兴股份,浙江,汽车配件,20210119 -4447,605006.SH,山东玻纤,山东,玻璃,20200903 -4448,605007.SH,五洲特纸,浙江,造纸,20201110 -4449,605008.SH,长鸿高科,浙江,橡胶,20200821 -4450,605009.SH,豪悦护理,浙江,造纸,20200911 -4451,605011.SH,杭州热电,浙江,供气供热,20210630 -4452,605016.SH,百龙创园,山东,食品,20210421 -4453,605018.SH,长华集团,浙江,汽车配件,20200929 -4454,605020.SH,永和股份,浙江,化工原料,20210709 -4455,605028.SH,世茂能源,浙江,供气供热,20210712 -4456,605033.SH,美邦股份,陕西,农药化肥,20210916 -4457,605050.SH,福然德,上海,仓储物流,20200924 -4458,605055.SH,迎丰股份,浙江,纺织,20210129 -4459,605056.SH,咸亨国际,浙江,电器仪表,20210720 -4460,605058.SH,澳弘电子,江苏,元器件,20201021 -4461,605060.SH,联德股份,浙江,机械基件,20210301 -4462,605066.SH,天正电气,浙江,电气设备,20200807 -4463,605068.SH,明新旭腾,浙江,汽车配件,20201123 -4464,605069.SH,正和生态,北京,环境保护,20210816 -4465,605077.SH,华康股份,浙江,食品,20210209 -4466,605080.SH,浙江自然,浙江,纺织,20210506 -4467,605081.SH,太和水,上海,环境保护,20210209 -4468,605086.SH,龙高股份,福建,矿物制品,20210416 -4469,605088.SH,冠盛股份,浙江,汽车配件,20200817 -4470,605089.SH,味知香,江苏,食品,20210427 -4471,605090.SH,九丰能源,江西,供气供热,20210525 -4472,605098.SH,行动教育,上海,文教休闲,20210421 -4473,605099.SH,共创草坪,江苏,文教休闲,20200930 -4474,605100.SH,华丰股份,山东,机械基件,20200811 -4475,605108.SH,同庆楼,安徽,酒店餐饮,20200716 -4476,605111.SH,新洁能,江苏,半导体,20200928 -4477,605116.SH,奥锐特,浙江,化学制药,20200921 -4478,605117.SH,德业股份,浙江,电气设备,20210420 -4479,605118.SH,力鼎光电,福建,元器件,20200730 -4480,605122.SH,四方新材,重庆,水泥,20210310 -4481,605123.SH,派克新材,江苏,航空,20200825 -4482,605128.SH,上海沿浦,上海,汽车配件,20200915 -4483,605133.SH,嵘泰股份,江苏,汽车配件,20210224 -4484,605136.SH,丽人丽妆,上海,其他商业,20200929 -4485,605138.SH,盛泰集团,浙江,服饰,20211027 -4486,605151.SH,西上海,上海,汽车配件,20201215 -4487,605155.SH,西大门,浙江,家居用品,20201231 -4488,605158.SH,华达新材,浙江,钢加工,20200805 -4489,605162.SH,新中港,浙江,供气供热,20210707 -4490,605166.SH,聚合顺,浙江,化纤,20200618 -4491,605167.SH,利柏特,江苏,建筑工程,20210726 -4492,605168.SH,三人行,陕西,互联网,20200528 -4493,605169.SH,洪通燃气,新疆,供气供热,20201030 -4494,605177.SH,东亚药业,浙江,化学制药,20201125 -4495,605178.SH,时空科技,北京,装修装饰,20200821 -4496,605179.SH,一鸣食品,浙江,乳制品,20201228 -4497,605180.SH,华生科技,浙江,纺织,20210430 -4498,605183.SH,确成股份,江苏,化工原料,20201207 -4499,605186.SH,健麾信息,上海,专用机械,20201222 -4500,605188.SH,国光连锁,江西,超市连锁,20200728 -4501,605189.SH,富春染织,安徽,纺织,20210528 -4502,605196.SH,华通线缆,河北,电气设备,20210511 -4503,605198.SH,安德利,山东,软饮料,20200918 -4504,605199.SH,葫芦娃,海南,中成药,20200710 -4505,605208.SH,永茂泰,上海,铝,20210308 -4506,605218.SH,伟时电子,江苏,元器件,20200928 -4507,605222.SH,起帆电缆,上海,电气设备,20200731 -4508,605228.SH,神通科技,浙江,汽车配件,20210120 -4509,605255.SH,天普股份,浙江,汽车配件,20200825 -4510,605258.SH,协和电子,江苏,元器件,20201203 -4511,605259.SH,绿田机械,浙江,农用机械,20210615 -4512,605266.SH,健之佳,云南,医药商业,20201201 -4513,605268.SH,王力安防,浙江,家居用品,20210224 -4514,605277.SH,新亚电子,浙江,元器件,20210106 -4515,605286.SH,同力日升,江苏,运输设备,20210322 -4516,605287.SH,德才股份,山东,装修装饰,20210706 -4517,605288.SH,凯迪股份,江苏,电气设备,20200601 -4518,605289.SH,罗曼股份,上海,建筑工程,20210426 -4519,605296.SH,神农集团,云南,农业综合,20210528 -4520,605298.SH,必得科技,江苏,运输设备,20210301 -4521,605299.SH,舒华体育,福建,文教休闲,20201215 -4522,605300.SH,佳禾食品,江苏,乳制品,20210430 -4523,605303.SH,园林股份,浙江,建筑工程,20210301 -4524,605305.SH,中际联合,北京,专用机械,20210506 -4525,605318.SH,法狮龙,浙江,其他建材,20200803 -4526,605319.SH,无锡振华,江苏,汽车配件,20210607 -4527,605333.SH,沪光股份,江苏,汽车配件,20200818 -4528,605336.SH,帅丰电器,浙江,家用电器,20201019 -4529,605337.SH,李子园,浙江,乳制品,20210208 -4530,605338.SH,巴比食品,上海,食品,20201012 -4531,605339.SH,南侨食品,上海,食品,20210518 -4532,605358.SH,立昂微,浙江,半导体,20200911 -4533,605365.SH,立达信,福建,家用电器,20210720 -4534,605366.SH,宏柏新材,江西,化工原料,20200812 -4535,605368.SH,蓝天燃气,河南,供气供热,20210129 -4536,605369.SH,拱东医疗,浙江,医疗保健,20200916 -4537,605376.SH,博迁新材,江苏,小金属,20201208 -4538,605377.SH,华旺科技,浙江,造纸,20201228 -4539,605378.SH,野马电池,浙江,电气设备,20210412 -4540,605388.SH,均瑶健康,湖北,乳制品,20200818 -4541,605389.SH,长龄液压,江苏,机械基件,20210322 -4542,605398.SH,新炬网络,上海,软件服务,20210121 -4543,605399.SH,晨光新材,江西,化工原料,20200804 -4544,605488.SH,福莱新材,浙江,塑料,20210513 -4545,605499.SH,东鹏饮料,深圳,软饮料,20210527 -4546,605500.SH,森林包装,浙江,造纸,20201222 -4547,605507.SH,国邦医药,浙江,化学制药,20210802 -4548,605555.SH,德昌股份,浙江,家用电器,20211021 -4549,605566.SH,福莱蒽特,浙江,染料涂料,20211025 -4550,605567.SH,春雪食品,山东,食品,20211013 -4551,605577.SH,龙版传媒,黑龙江,出版业,20210824 -4552,605580.SH,恒盛能源,浙江,供气供热,20210819 -4553,605588.SH,冠石科技,江苏,元器件,20210812 -4554,605589.SH,圣泉集团,山东,化工原料,20210810 -4555,605598.SH,上海港湾,上海,建筑工程,20210917 -4556,605599.SH,菜百股份,北京,服饰,20210909 -4557,688001.SH,华兴源创,江苏,专用机械,20190722 -4558,688002.SH,睿创微纳,山东,通信设备,20190722 -4559,688003.SH,天准科技,江苏,专用机械,20190722 -4560,688004.SH,博汇科技,北京,软件服务,20200612 -4561,688005.SH,容百科技,浙江,电气设备,20190722 -4562,688006.SH,杭可科技,浙江,电气设备,20190722 -4563,688007.SH,光峰科技,深圳,元器件,20190722 -4564,688008.SH,澜起科技,上海,半导体,20190722 -4565,688009.SH,中国通号,北京,运输设备,20190722 -4566,688010.SH,福光股份,福建,元器件,20190722 -4567,688011.SH,新光光电,黑龙江,元器件,20190722 -4568,688012.SH,中微公司,上海,半导体,20190722 -4569,688013.SH,天臣医疗,江苏,医疗保健,20200928 -4570,688015.SH,交控科技,北京,运输设备,20190722 -4571,688016.SH,心脉医疗,上海,医疗保健,20190722 -4572,688017.SH,绿的谐波,江苏,机械基件,20200828 -4573,688018.SH,乐鑫科技,上海,半导体,20190722 -4574,688019.SH,安集科技,上海,半导体,20190722 -4575,688020.SH,方邦股份,广东,元器件,20190722 -4576,688021.SH,奥福环保,山东,环境保护,20191106 -4577,688022.SH,瀚川智能,江苏,专用机械,20190722 -4578,688023.SH,安恒信息,浙江,软件服务,20191105 -4579,688025.SH,杰普特,深圳,专用机械,20191031 -4580,688026.SH,洁特生物,广东,医疗保健,20200122 -4581,688027.SH,国盾量子,安徽,通信设备,20200709 -4582,688028.SH,沃尔德,北京,机械基件,20190722 -4583,688029.SH,南微医学,江苏,医疗保健,20190722 -4584,688030.SH,山石网科,江苏,软件服务,20190930 -4585,688031.SH,星环科技-U,上海,软件服务,20221018 -4586,688032.SH,禾迈股份,浙江,电气设备,20211220 -4587,688033.SH,天宜上佳,北京,电气设备,20190722 -4588,688035.SH,德邦科技,山东,半导体,20220919 -4589,688036.SH,传音控股,深圳,通信设备,20190930 -4590,688037.SH,芯源微,辽宁,半导体,20191216 -4591,688038.SH,中科通达,湖北,软件服务,20210713 -4592,688039.SH,当虹科技,浙江,软件服务,20191211 -4593,688041.SH,海光信息,天津,半导体,20220812 -4594,688045.SH,必易微,深圳,半导体,20220526 -4595,688046.SH,药康生物,江苏,生物制药,20220425 -4596,688047.SH,龙芯中科,北京,半导体,20220624 -4597,688048.SH,长光华芯,江苏,半导体,20220401 -4598,688049.SH,炬芯科技,广东,半导体,20211129 -4599,688050.SH,爱博医疗,北京,医疗保健,20200729 -4600,688051.SH,佳华科技,北京,软件服务,20200320 -4601,688052.SH,纳芯微,江苏,半导体,20220422 -4602,688053.SH,思科瑞,四川,元器件,20220708 -4603,688055.SH,龙腾光电,江苏,元器件,20200817 -4604,688056.SH,莱伯泰科,北京,电器仪表,20200902 -4605,688057.SH,金达莱,江西,环境保护,20201111 -4606,688058.SH,宝兰德,北京,软件服务,20191101 -4607,688059.SH,华锐精密,湖南,机械基件,20210208 -4608,688060.SH,云涌科技,江苏,软件服务,20200710 -4609,688061.SH,灿瑞科技,上海,半导体,20221018 -4610,688062.SH,迈威生物-U,上海,生物制药,20220118 -4611,688063.SH,派能科技,上海,电气设备,20201230 -4612,688065.SH,凯赛生物,上海,化工原料,20200812 -4613,688066.SH,航天宏图,北京,软件服务,20190722 -4614,688067.SH,爱威科技,湖南,医疗保健,20210616 -4615,688068.SH,热景生物,北京,医疗保健,20190930 -4616,688069.SH,德林海,江苏,环境保护,20200722 -4617,688070.SH,纵横股份,四川,航空,20210210 -4618,688071.SH,华依科技,上海,专用机械,20210729 -4619,688072.SH,拓荆科技,辽宁,半导体,20220420 -4620,688073.SH,毕得医药,上海,化学制药,20221011 -4621,688075.SH,安旭生物,浙江,医疗保健,20211118 -4622,688076.SH,诺泰生物,江苏,生物制药,20210520 -4623,688077.SH,大地熊,安徽,矿物制品,20200722 -4624,688078.SH,龙软科技,北京,软件服务,20191230 -4625,688079.SH,美迪凯,浙江,元器件,20210302 -4626,688080.SH,映翰通,北京,通信设备,20200212 -4627,688081.SH,兴图新科,湖北,软件服务,20200106 -4628,688082.SH,盛美上海,上海,半导体,20211118 -4629,688083.SH,中望软件,广东,软件服务,20210311 -4630,688084.SH,晶品特装,北京,专用机械,20221208 -4631,688085.SH,三友医疗,上海,医疗保健,20200409 -4632,688087.SH,英科再生,山东,环境保护,20210709 -4633,688088.SH,虹软科技,浙江,软件服务,20190722 -4634,688089.SH,嘉必优,湖北,食品,20191219 -4635,688090.SH,瑞松科技,广东,专用机械,20200217 -4636,688091.SH,上海谊众,上海,化学制药,20210909 -4637,688092.SH,爱科科技,浙江,专用机械,20210319 -4638,688093.SH,世华科技,江苏,化工原料,20200930 -4639,688095.SH,福昕软件,福建,软件服务,20200908 -4640,688096.SH,京源环保,江苏,环境保护,20200409 -4641,688097.SH,博众精工,江苏,专用机械,20210512 -4642,688098.SH,申联生物,上海,农业综合,20191028 -4643,688099.SH,晶晨股份,上海,半导体,20190808 -4644,688100.SH,威胜信息,湖南,通信设备,20200121 -4645,688101.SH,三达膜,陕西,环境保护,20191115 -4646,688102.SH,斯瑞新材,陕西,铜,20220316 -4647,688103.SH,国力股份,江苏,电气设备,20210910 -4648,688105.SH,诺唯赞,江苏,生物制药,20211115 -4649,688106.SH,金宏气体,江苏,化工原料,20200616 -4650,688107.SH,安路科技,上海,半导体,20211112 -4651,688108.SH,赛诺医疗,天津,医疗保健,20191030 -4652,688109.SH,品茗科技,浙江,软件服务,20210330 -4653,688110.SH,东芯股份,上海,半导体,20211210 -4654,688111.SH,金山办公,北京,软件服务,20191118 -4655,688112.SH,鼎阳科技,深圳,电器仪表,20211201 -4656,688113.SH,联测科技,江苏,专用机械,20210506 -4657,688114.SH,华大智造,深圳,医疗保健,20220909 -4658,688115.SH,思林杰,广东,电器仪表,20220314 -4659,688116.SH,天奈科技,江苏,化工原料,20190925 -4660,688117.SH,圣诺生物,四川,生物制药,20210603 -4661,688118.SH,普元信息,上海,软件服务,20191204 -4662,688119.SH,中钢洛耐,河南,其他建材,20220606 -4663,688120.SH,华海清科,天津,半导体,20220608 -4664,688121.SH,卓然股份,上海,专用机械,20210906 -4665,688122.SH,西部超导,陕西,小金属,20190722 -4666,688123.SH,聚辰股份,上海,半导体,20191223 -4667,688125.SH,安达智能,广东,专用机械,20220415 -4668,688126.SH,沪硅产业,上海,半导体,20200420 -4669,688127.SH,蓝特光学,浙江,元器件,20200921 -4670,688128.SH,中国电研,广东,专用机械,20191105 -4671,688129.SH,东来技术,上海,染料涂料,20201023 -4672,688130.SH,晶华微,浙江,半导体,20220729 -4673,688131.SH,皓元医药,上海,化学制药,20210608 -4674,688132.SH,邦彦技术,深圳,通信设备,20220923 -4675,688133.SH,泰坦科技,上海,化工原料,20201030 -4676,688135.SH,利扬芯片,广东,半导体,20201111 -4677,688136.SH,科兴制药,山东,生物制药,20201214 -4678,688137.SH,近岸蛋白,江苏,生物制药,20220929 -4679,688138.SH,清溢光电,深圳,半导体,20191120 -4680,688139.SH,海尔生物,山东,医疗保健,20191025 -4681,688141.SH,杰华特,浙江,半导体,20221223 -4682,688143.SH,长盈通,湖北,通信设备,20221212 -4683,688146.SH,中船特气,河北,半导体,20230421 -4684,688147.SH,微导纳米,江苏,专用机械,20221223 -4685,688148.SH,芳源股份,广东,电气设备,20210806 -4686,688150.SH,莱特光电,陕西,元器件,20220318 -4687,688151.SH,华强科技,湖北,专用机械,20211206 -4688,688152.SH,麒麟信安,湖南,软件服务,20221028 -4689,688153.SH,唯捷创芯,天津,半导体,20220412 -4690,688155.SH,先惠技术,上海,专用机械,20200811 -4691,688156.SH,路德环境,湖北,环境保护,20200922 -4692,688157.SH,松井股份,湖南,染料涂料,20200609 -4693,688158.SH,优刻得-W,上海,软件服务,20200120 -4694,688159.SH,有方科技,深圳,通信设备,20200123 -4695,688160.SH,步科股份,上海,电器仪表,20201112 -4696,688161.SH,威高骨科,山东,医疗保健,20210630 -4697,688162.SH,巨一科技,安徽,专用机械,20211110 -4698,688163.SH,赛伦生物,上海,生物制药,20220311 -4699,688165.SH,埃夫特-U,安徽,专用机械,20200715 -4700,688166.SH,博瑞医药,江苏,化学制药,20191108 -4701,688167.SH,炬光科技,陕西,元器件,20211224 -4702,688168.SH,安博通,北京,软件服务,20190906 -4703,688169.SH,石头科技,北京,家用电器,20200221 -4704,688170.SH,德龙激光,江苏,专用机械,20220429 -4705,688171.SH,纬德信息,广东,软件服务,20220127 -4706,688172.SH,燕东微,北京,半导体,20221216 -4707,688173.SH,希荻微,广东,半导体,20220121 -4708,688175.SH,高凌信息,广东,通信设备,20220315 -4709,688176.SH,亚虹医药-U,江苏,化学制药,20220107 -4710,688177.SH,百奥泰,广东,生物制药,20200221 -4711,688178.SH,万德斯,江苏,环境保护,20200114 -4712,688179.SH,阿拉丁,上海,化学制药,20201026 -4713,688180.SH,君实生物-U,上海,生物制药,20200715 -4714,688181.SH,八亿时空,北京,元器件,20200106 -4715,688182.SH,灿勤科技,江苏,通信设备,20211116 -4716,688183.SH,生益电子,广东,元器件,20210225 -4717,688184.SH,帕瓦股份,浙江,电气设备,20220919 -4718,688185.SH,康希诺,天津,生物制药,20200813 -4719,688186.SH,广大特材,江苏,特种钢,20200211 -4720,688187.SH,时代电气,湖南,运输设备,20210907 -4721,688188.SH,柏楚电子,上海,专用机械,20190808 -4722,688189.SH,南新制药,湖南,化学制药,20200326 -4723,688190.SH,云路股份,山东,矿物制品,20211126 -4724,688191.SH,智洋创新,山东,软件服务,20210408 -4725,688192.SH,迪哲医药-U,江苏,生物制药,20211210 -4726,688193.SH,仁度生物,上海,医疗保健,20220330 -4727,688195.SH,腾景科技,福建,元器件,20210326 -4728,688196.SH,卓越新能,福建,环境保护,20191121 -4729,688197.SH,首药控股-U,北京,化学制药,20220323 -4730,688198.SH,佰仁医疗,北京,医疗保健,20191209 -4731,688199.SH,久日新材,天津,化工原料,20191105 -4732,688200.SH,华峰测控,北京,半导体,20200218 -4733,688201.SH,信安世纪,北京,软件服务,20210421 -4734,688202.SH,美迪西,上海,医疗保健,20191105 -4735,688203.SH,海正生材,浙江,塑料,20220816 -4736,688205.SH,德科立,江苏,通信设备,20220809 -4737,688206.SH,概伦电子,上海,半导体,20211228 -4738,688207.SH,格灵深瞳,北京,软件服务,20220317 -4739,688208.SH,道通科技,深圳,IT设备,20200213 -4740,688209.SH,英集芯,深圳,半导体,20220419 -4741,688210.SH,统联精密,深圳,元器件,20211227 -4742,688211.SH,中科微至,江苏,专用机械,20211026 -4743,688212.SH,澳华内镜,上海,医疗保健,20211115 -4744,688213.SH,思特威-W,上海,半导体,20220520 -4745,688215.SH,瑞晟智能,浙江,专用机械,20200828 -4746,688216.SH,气派科技,深圳,半导体,20210623 -4747,688217.SH,睿昂基因,上海,医疗保健,20210517 -4748,688218.SH,江苏北人,江苏,专用机械,20191211 -4749,688219.SH,会通股份,安徽,塑料,20201118 -4750,688220.SH,翱捷科技-U,上海,半导体,20220114 -4751,688221.SH,前沿生物-U,江苏,生物制药,20201028 -4752,688222.SH,成都先导,四川,化学制药,20200416 -4753,688223.SH,晶科能源,江西,电气设备,20220126 -4754,688225.SH,亚信安全,江苏,软件服务,20220209 -4755,688226.SH,威腾电气,江苏,电气设备,20210707 -4756,688227.SH,品高股份,广东,软件服务,20211230 -4757,688228.SH,开普云,广东,软件服务,20200327 -4758,688229.SH,博睿数据,北京,软件服务,20200817 -4759,688230.SH,芯导科技,上海,半导体,20211201 -4760,688231.SH,隆达股份,江苏,航空,20220722 -4761,688232.SH,新点软件,江苏,软件服务,20211117 -4762,688233.SH,神工股份,辽宁,半导体,20200221 -4763,688234.SH,天岳先进,山东,半导体,20220112 -4764,688235.SH,百济神州-U,北京,生物制药,20211215 -4765,688236.SH,春立医疗,北京,医疗保健,20211230 -4766,688237.SH,超卓航科,湖北,航空,20220701 -4767,688238.SH,和元生物,上海,医疗保健,20220322 -4768,688239.SH,航宇科技,贵州,航空,20210705 -4769,688244.SH,永信至诚,北京,软件服务,20221019 -4770,688246.SH,嘉和美康,北京,软件服务,20211214 -4771,688247.SH,宣泰医药,上海,化学制药,20220825 -4772,688248.SH,南网科技,广东,电气设备,20211222 -4773,688249.SH,晶合集成,安徽,半导体,20230505 -4774,688251.SH,井松智能,安徽,专用机械,20220606 -4775,688252.SH,天德钰,深圳,半导体,20220927 -4776,688253.SH,英诺特,北京,医疗保健,20220728 -4777,688255.SH,凯尔达,浙江,机械基件,20211025 -4778,688256.SH,寒武纪-U,北京,半导体,20200720 -4779,688257.SH,新锐股份,江苏,机械基件,20211027 -4780,688258.SH,卓易信息,江苏,软件服务,20191209 -4781,688259.SH,创耀科技,江苏,半导体,20220112 -4782,688260.SH,昀冢科技,江苏,元器件,20210406 -4783,688261.SH,东微半导,江苏,半导体,20220210 -4784,688262.SH,国芯科技,江苏,半导体,20220106 -4785,688265.SH,南模生物,上海,医疗保健,20211228 -4786,688266.SH,泽璟制药-U,江苏,生物制药,20200123 -4787,688267.SH,中触媒,辽宁,化工原料,20220216 -4788,688268.SH,华特气体,广东,化工原料,20191226 -4789,688269.SH,凯立新材,陕西,化工原料,20210609 -4790,688270.SH,臻镭科技,浙江,半导体,20220127 -4791,688271.SH,联影医疗,上海,医疗保健,20220822 -4792,688272.SH,*ST富吉,北京,元器件,20211018 -4793,688273.SH,麦澜德,江苏,医疗保健,20220811 -4794,688275.SH,万润新能,湖北,电气设备,20220929 -4795,688276.SH,百克生物,吉林,生物制药,20210625 -4796,688277.SH,天智航-U,北京,医疗保健,20200707 -4797,688278.SH,特宝生物,福建,生物制药,20200117 -4798,688279.SH,峰岹科技,深圳,半导体,20220420 -4799,688280.SH,精进电动-UW,北京,汽车配件,20211027 -4800,688281.SH,华秦科技,陕西,航空,20220307 -4801,688282.SH,理工导航,北京,通信设备,20220318 -4802,688283.SH,坤恒顺维,四川,电器仪表,20220215 -4803,688285.SH,高铁电气,陕西,运输设备,20211020 -4804,688286.SH,敏芯股份,江苏,半导体,20200810 -4805,688287.SH,观典防务,北京,航空,20220525 -4806,688288.SH,鸿泉物联,浙江,IT设备,20191106 -4807,688289.SH,圣湘生物,湖南,医疗保健,20200828 -4808,688290.SH,景业智能,浙江,专用机械,20220429 -4809,688291.SH,金橙子,北京,软件服务,20221026 -4810,688292.SH,浩瀚深度,北京,软件服务,20220818 -4811,688293.SH,奥浦迈,上海,生物制药,20220902 -4812,688295.SH,中复神鹰,江苏,化纤,20220406 -4813,688296.SH,和达科技,浙江,软件服务,20210727 -4814,688297.SH,中无人机,四川,航空,20220629 -4815,688298.SH,东方生物,浙江,医疗保健,20200205 -4816,688299.SH,长阳科技,浙江,元器件,20191106 -4817,688300.SH,联瑞新材,江苏,矿物制品,20191115 -4818,688301.SH,奕瑞科技,上海,医疗保健,20200918 -4819,688302.SH,海创药业-U,四川,生物制药,20220412 -4820,688303.SH,大全能源,新疆,电气设备,20210722 -4821,688305.SH,科德数控,辽宁,机床制造,20210709 -4822,688306.SH,均普智能,浙江,专用机械,20220322 -4823,688307.SH,中润光学,浙江,元器件,20230216 -4824,688308.SH,欧科亿,湖南,机械基件,20201210 -4825,688309.SH,恒誉环保,山东,环境保护,20200714 -4826,688310.SH,迈得医疗,浙江,医疗保健,20191203 -4827,688311.SH,盟升电子,四川,元器件,20200731 -4828,688312.SH,燕麦科技,深圳,专用机械,20200608 -4829,688313.SH,仕佳光子,河南,通信设备,20200812 -4830,688314.SH,康拓医疗,陕西,医疗保健,20210518 -4831,688315.SH,诺禾致源,北京,医疗保健,20210413 -4832,688316.SH,青云科技-U,北京,软件服务,20210316 -4833,688317.SH,之江生物,上海,医疗保健,20210118 -4834,688318.SH,财富趋势,深圳,软件服务,20200427 -4835,688319.SH,欧林生物,四川,生物制药,20210608 -4836,688320.SH,禾川科技,浙江,电器仪表,20220428 -4837,688321.SH,微芯生物,深圳,化学制药,20190812 -4838,688322.SH,奥比中光-UW,深圳,元器件,20220707 -4839,688323.SH,瑞华泰,深圳,塑料,20210428 -4840,688325.SH,赛微微电,广东,半导体,20220422 -4841,688326.SH,经纬恒润-W,北京,汽车配件,20220419 -4842,688327.SH,云从科技-UW,广东,软件服务,20220527 -4843,688328.SH,深科达,深圳,专用机械,20210309 -4844,688329.SH,艾隆科技,江苏,专用机械,20210329 -4845,688330.SH,宏力达,上海,电气设备,20201015 -4846,688331.SH,荣昌生物,山东,生物制药,20220331 -4847,688332.SH,中科蓝讯,深圳,半导体,20220715 -4848,688333.SH,铂力特,陕西,机械基件,20190722 -4849,688334.SH,西高院,陕西,电气设备,20230619 -4850,688335.SH,复洁环保,上海,环境保护,20200817 -4851,688336.SH,三生国健,上海,生物制药,20200722 -4852,688337.SH,普源精电,江苏,电器仪表,20220408 -4853,688338.SH,赛科希德,北京,医疗保健,20200806 -4854,688339.SH,亿华通-U,北京,汽车配件,20200810 -4855,688343.SH,云天励飞-U,深圳,软件服务,20230404 -4856,688345.SH,博力威,广东,电气设备,20210611 -4857,688347.SH,华虹公司,上海,半导体,20230807 -4858,688348.SH,昱能科技,浙江,电气设备,20220608 -4859,688349.SH,三一重能,北京,电气设备,20220622 -4860,688350.SH,富淼科技,江苏,化工原料,20210128 -4861,688351.SH,微电生理-U,上海,医疗保健,20220831 -4862,688352.SH,颀中科技,安徽,半导体,20230420 -4863,688353.SH,华盛锂电,江苏,化工原料,20220713 -4864,688355.SH,明志科技,江苏,机械基件,20210512 -4865,688356.SH,键凯科技,北京,化学制药,20200826 -4866,688357.SH,建龙微纳,河南,化工原料,20191204 -4867,688358.SH,祥生医疗,江苏,医疗保健,20191203 -4868,688359.SH,三孚新科,广东,化工原料,20210521 -4869,688360.SH,德马科技,浙江,机械基件,20200602 -4870,688361.SH,中科飞测-U,深圳,半导体,20230519 -4871,688362.SH,甬矽电子,浙江,半导体,20221116 -4872,688363.SH,华熙生物,山东,医疗保健,20191106 -4873,688365.SH,光云科技,浙江,软件服务,20200429 -4874,688366.SH,昊海生科,上海,医疗保健,20191030 -4875,688367.SH,工大高科,安徽,运输设备,20210628 -4876,688368.SH,晶丰明源,上海,半导体,20191014 -4877,688369.SH,致远互联,北京,软件服务,20191031 -4878,688370.SH,丛麟科技,上海,环境保护,20220825 -4879,688371.SH,菲沃泰,江苏,元器件,20220802 -4880,688372.SH,伟测科技,上海,半导体,20221026 -4881,688373.SH,盟科药业-U,上海,化学制药,20220805 -4882,688375.SH,国博电子,江苏,元器件,20220722 -4883,688376.SH,美埃科技,江苏,专用机械,20221118 -4884,688377.SH,迪威尔,江苏,专用机械,20200708 -4885,688378.SH,奥来德,吉林,专用机械,20200903 -4886,688379.SH,华光新材,浙江,机械基件,20200819 -4887,688380.SH,中微半导,深圳,半导体,20220805 -4888,688381.SH,帝奥微,江苏,半导体,20220823 -4889,688382.SH,益方生物-U,上海,生物制药,20220725 -4890,688383.SH,新益昌,深圳,专用机械,20210428 -4891,688385.SH,复旦微电,上海,半导体,20210804 -4892,688386.SH,泛亚微透,江苏,化工原料,20201016 -4893,688387.SH,信科移动-U,湖北,通信设备,20220926 -4894,688388.SH,嘉元科技,广东,电气设备,20190722 -4895,688389.SH,普门科技,深圳,医疗保健,20191105 -4896,688390.SH,固德威,江苏,电气设备,20200904 -4897,688391.SH,钜泉科技,上海,半导体,20220913 -4898,688392.SH,骄成超声,上海,专用机械,20220927 -4899,688393.SH,安必平,广东,医疗保健,20200820 -4900,688395.SH,正弦电气,深圳,电气设备,20210429 -4901,688396.SH,华润微,江苏,半导体,20200227 -4902,688398.SH,赛特新材,福建,矿物制品,20200211 -4903,688399.SH,硕世生物,江苏,医疗保健,20191205 -4904,688400.SH,凌云光,北京,专用机械,20220706 -4905,688401.SH,路维光电,深圳,半导体,20220817 -4906,688403.SH,汇成股份,安徽,半导体,20220818 -4907,688408.SH,中信博,江苏,电气设备,20200828 -4908,688409.SH,富创精密,辽宁,半导体,20221010 -4909,688410.SH,山外山,重庆,医疗保健,20221226 -4910,688416.SH,恒烁股份,安徽,半导体,20220829 -4911,688418.SH,震有科技,深圳,通信设备,20200722 -4912,688419.SH,耐科装备,安徽,半导体,20221107 -4913,688420.SH,美腾科技,天津,专用机械,20221209 -4914,688425.SH,铁建重工,湖南,专用机械,20210622 -4915,688426.SH,康为世纪,江苏,生物制药,20221025 -4916,688428.SH,诺诚健华-U,北京,生物制药,20220921 -4917,688429.SH,时创能源,江苏,电气设备,20230629 -4918,688432.SH,有研硅,北京,半导体,20221110 -4919,688433.SH,华曙高科,湖南,专用机械,20230417 -4920,688435.SH,英方软件,上海,软件服务,20230119 -4921,688439.SH,振华风光,贵州,元器件,20220826 -4922,688443.SH,智翔金泰-U,重庆,生物制药,20230620 -4923,688448.SH,磁谷科技,江苏,专用机械,20220921 -4924,688450.SH,光格科技,江苏,软件服务,20230724 -4925,688455.SH,科捷智能,山东,机械基件,20220915 -4926,688456.SH,有研粉材,北京,铜,20210317 -4927,688458.SH,美芯晟,北京,半导体,20230522 -4928,688459.SH,哈铁科技,黑龙江,运输设备,20221012 -4929,688466.SH,金科环境,北京,环境保护,20200508 -4930,688468.SH,科美诊断,北京,医疗保健,20210409 -4931,688469.SH,芯联集成-U,浙江,半导体,20230510 -4932,688472.SH,阿特斯,江苏,电气设备,20230609 -4933,688475.SH,萤石网络,浙江,IT设备,20221228 -4934,688478.SH,晶升股份,江苏,半导体,20230424 -4935,688479.SH,友车科技,上海,软件服务,20230511 -4936,688480.SH,赛恩斯,湖南,环境保护,20221125 -4937,688484.SH,南芯科技,上海,半导体,20230407 -4938,688485.SH,九州一轨,北京,环境保护,20230118 -4939,688486.SH,龙迅股份,安徽,半导体,20230221 -4940,688488.SH,艾迪药业,江苏,生物制药,20200720 -4941,688489.SH,三未信安,北京,IT设备,20221202 -4942,688496.SH,清越科技,江苏,元器件,20221228 -4943,688498.SH,源杰科技,陕西,半导体,20221221 -4944,688499.SH,利元亨,广东,专用机械,20210701 -4945,688500.SH,*ST慧辰,北京,互联网,20200716 -4946,688501.SH,青达环保,山东,环境保护,20210716 -4947,688502.SH,茂莱光学,江苏,元器件,20230309 -4948,688503.SH,聚和材料,江苏,电气设备,20221209 -4949,688505.SH,复旦张江,上海,化学制药,20200619 -4950,688506.SH,百利天恒-U,四川,化学制药,20230106 -4951,688507.SH,索辰科技,上海,软件服务,20230418 -4952,688508.SH,芯朋微,江苏,半导体,20200722 -4953,688509.SH,正元地信,北京,软件服务,20210730 -4954,688510.SH,航亚科技,江苏,航空,20201216 -4955,688511.SH,天微电子,四川,元器件,20210730 -4956,688512.SH,慧智微-U,广东,半导体,20230516 -4957,688513.SH,苑东生物,四川,化学制药,20200902 -4958,688515.SH,裕太微-U,江苏,半导体,20230210 -4959,688516.SH,奥特维,江苏,专用机械,20200521 -4960,688517.SH,金冠电气,河南,电气设备,20210618 -4961,688518.SH,联赢激光,深圳,专用机械,20200622 -4962,688519.SH,南亚新材,上海,元器件,20200818 -4963,688520.SH,神州细胞-U,北京,生物制药,20200622 -4964,688521.SH,芯原股份,上海,半导体,20200818 -4965,688522.SH,纳睿雷达,广东,通信设备,20230301 -4966,688523.SH,航天环宇,湖南,航空,20230602 -4967,688525.SH,佰维存储,深圳,半导体,20221230 -4968,688526.SH,科前生物,湖北,农业综合,20200922 -4969,688528.SH,秦川物联,四川,电器仪表,20200701 -4970,688529.SH,豪森智能,辽宁,专用机械,20201109 -4971,688531.SH,日联科技,江苏,专用机械,20230331 -4972,688533.SH,上声电子,江苏,汽车配件,20210419 -4973,688535.SH,华海诚科,江苏,半导体,20230404 -4974,688536.SH,思瑞浦,江苏,半导体,20200921 -4975,688538.SH,和辉光电-U,上海,半导体,20210528 -4976,688539.SH,高华科技,江苏,电器仪表,20230418 -4977,688543.SH,国科军工,江西,专用机械,20230621 -4978,688548.SH,广钢气体,广东,化工原料,20230815 -4979,688549.SH,中巨芯-U,浙江,元器件,20230908 -4980,688550.SH,瑞联新材,陕西,化工原料,20200902 -4981,688551.SH,科威尔,安徽,专用机械,20200910 -4982,688552.SH,航天南湖,湖北,通信设备,20230518 -4983,688553.SH,汇宇制药-W,四川,化学制药,20211026 -4984,688556.SH,高测股份,山东,专用机械,20200807 -4985,688557.SH,兰剑智能,山东,专用机械,20201202 -4986,688558.SH,国盛智科,江苏,机床制造,20200630 -4987,688559.SH,海目星,深圳,专用机械,20200909 -4988,688560.SH,明冠新材,江西,电气设备,20201224 -4989,688561.SH,奇安信-U,北京,软件服务,20200722 -4990,688562.SH,航天软件,北京,软件服务,20230524 -4991,688563.SH,航材股份,北京,航空,20230719 -4992,688565.SH,力源科技,浙江,环境保护,20210513 -4993,688566.SH,吉贝尔,江苏,化学制药,20200518 -4994,688567.SH,孚能科技,江西,电气设备,20200717 -4995,688568.SH,中科星图,北京,软件服务,20200708 -4996,688569.SH,铁科轨道,北京,运输设备,20200831 -4997,688570.SH,天玛智控,北京,专用机械,20230605 -4998,688571.SH,杭华股份,浙江,染料涂料,20201211 -4999,688573.SH,信宇人,深圳,专用机械,20230817 -5000,688575.SH,亚辉龙,深圳,医疗保健,20210517 -5001,688576.SH,西山科技,重庆,医疗保健,20230606 -5002,688577.SH,浙海德曼,浙江,机床制造,20200916 -5003,688578.SH,艾力斯,上海,化学制药,20201202 -5004,688579.SH,山大地纬,山东,软件服务,20200717 -5005,688580.SH,伟思医疗,江苏,医疗保健,20200721 -5006,688581.SH,安杰思,浙江,医疗保健,20230519 -5007,688582.SH,芯动联科,安徽,电器仪表,20230630 -5008,688584.SH,上海合晶,上海,半导体,20240208 -5009,688585.SH,上纬新材,上海,化工原料,20200928 -5010,688586.SH,江航装备,安徽,航空,20200731 -5011,688588.SH,凌志软件,江苏,软件服务,20200511 -5012,688589.SH,力合微,深圳,半导体,20200722 -5013,688590.SH,新致软件,上海,软件服务,20201207 -5014,688591.SH,泰凌微,上海,半导体,20230825 -5015,688592.SH,司南导航,上海,通信设备,20230816 -5016,688593.SH,新相微,上海,半导体,20230601 -5017,688595.SH,芯海科技,深圳,半导体,20200928 -5018,688596.SH,正帆科技,上海,专用机械,20200820 -5019,688597.SH,煜邦电力,北京,电器仪表,20210617 -5020,688598.SH,金博股份,湖南,矿物制品,20200518 -5021,688599.SH,天合光能,江苏,电气设备,20200610 -5022,688600.SH,皖仪科技,安徽,电器仪表,20200703 -5023,688601.SH,力芯微,江苏,半导体,20210628 -5024,688602.SH,康鹏科技,上海,化工原料,20230720 -5025,688603.SH,天承科技,广东,化工原料,20230710 -5026,688606.SH,奥泰生物,浙江,医疗保健,20210325 -5027,688607.SH,康众医疗,江苏,医疗保健,20210201 -5028,688608.SH,恒玄科技,上海,半导体,20201216 -5029,688609.SH,九联科技,广东,家用电器,20210323 -5030,688610.SH,埃科光电,安徽,电器仪表,20230719 -5031,688611.SH,杭州柯林,浙江,电气设备,20210412 -5032,688612.SH,威迈斯,深圳,汽车配件,20230726 -5033,688613.SH,奥精医疗,北京,医疗保健,20210521 -5034,688616.SH,西力科技,浙江,电器仪表,20210318 -5035,688617.SH,惠泰医疗,深圳,医疗保健,20210107 -5036,688618.SH,三旺通信,深圳,通信设备,20201230 -5037,688619.SH,罗普特,福建,软件服务,20210223 -5038,688620.SH,安凯微,广东,半导体,20230627 -5039,688621.SH,阳光诺和,北京,医疗保健,20210621 -5040,688622.SH,禾信仪器,广东,电器仪表,20210913 -5041,688623.SH,双元科技,浙江,专用机械,20230608 -5042,688625.SH,呈和科技,广东,化工原料,20210607 -5043,688626.SH,翔宇医疗,河南,医疗保健,20210331 -5044,688627.SH,精智达,深圳,专用机械,20230718 -5045,688628.SH,优利德,广东,电器仪表,20210201 -5046,688629.SH,华丰科技,四川,元器件,20230627 -5047,688630.SH,芯碁微装,安徽,专用机械,20210401 -5048,688631.SH,莱斯信息,江苏,软件服务,20230628 -5049,688633.SH,星球石墨,江苏,专用机械,20210324 -5050,688636.SH,智明达,四川,元器件,20210408 -5051,688638.SH,誉辰智能,深圳,专用机械,20230712 -5052,688639.SH,华恒生物,安徽,化学制药,20210422 -5053,688646.SH,逸飞激光,湖北,专用机械,20230728 -5054,688648.SH,中邮科技,上海,机床制造,20231113 -5055,688651.SH,盛邦安全,北京,软件服务,20230726 -5056,688652.SH,京仪装备,北京,半导体,20231129 -5057,688653.SH,康希通信,上海,半导体,20231117 -5058,688655.SH,迅捷兴,深圳,元器件,20210511 -5059,688656.SH,浩欧博,江苏,医疗保健,20210113 -5060,688657.SH,浩辰软件,江苏,软件服务,20231010 -5061,688658.SH,悦康药业,北京,化学制药,20201224 -5062,688659.SH,元琛科技,安徽,环境保护,20210331 -5063,688660.SH,电气风电,上海,电气设备,20210519 -5064,688661.SH,和林微纳,江苏,元器件,20210329 -5065,688662.SH,富信科技,广东,元器件,20210401 -5066,688663.SH,新风光,山东,电气设备,20210413 -5067,688665.SH,四方光电,湖北,电器仪表,20210209 -5068,688667.SH,菱电电控,湖北,汽车配件,20210312 -5069,688668.SH,鼎通科技,广东,通信设备,20201221 -5070,688669.SH,聚石化学,广东,化工原料,20210125 -5071,688670.SH,金迪克,江苏,生物制药,20210802 -5072,688671.SH,碧兴物联,深圳,环境保护,20230809 -5073,688676.SH,金盘科技,海南,电气设备,20210309 -5074,688677.SH,海泰新光,山东,医疗保健,20210226 -5075,688678.SH,福立旺,江苏,元器件,20201223 -5076,688679.SH,通源环境,安徽,环境保护,20201225 -5077,688680.SH,海优新材,上海,塑料,20210122 -5078,688681.SH,科汇股份,山东,电气设备,20210616 -5079,688682.SH,霍莱沃,上海,软件服务,20210420 -5080,688683.SH,莱尔科技,广东,元器件,20210412 -5081,688685.SH,迈信林,江苏,航空,20210513 -5082,688686.SH,奥普特,广东,电器仪表,20201231 -5083,688687.SH,凯因科技,北京,生物制药,20210208 -5084,688689.SH,银河微电,江苏,半导体,20210127 -5085,688690.SH,纳微科技,江苏,化工原料,20210623 -5086,688693.SH,锴威特,江苏,半导体,20230818 -5087,688695.SH,C中创,山东,软件服务,20240313 -5088,688696.SH,极米科技,四川,家用电器,20210303 -5089,688697.SH,纽威数控,江苏,机床制造,20210917 -5090,688698.SH,伟创电气,江苏,电气设备,20201229 -5091,688699.SH,明微电子,深圳,半导体,20201218 -5092,688700.SH,东威科技,江苏,专用机械,20210615 -5093,688701.SH,卓锦股份,浙江,环境保护,20210916 -5094,688702.SH,盛科通信-U,江苏,半导体,20230914 -5095,688707.SH,振华新材,贵州,电气设备,20210914 -5096,688709.SH,成都华微,四川,半导体,20240207 -5097,688711.SH,宏微科技,江苏,半导体,20210901 -5098,688716.SH,中研股份,吉林,化工原料,20230920 -5099,688717.SH,艾罗能源,浙江,电气设备,20240103 -5100,688718.SH,唯赛勃,上海,水务,20210728 -5101,688719.SH,爱科赛博,陕西,电气设备,20230928 -5102,688720.SH,艾森股份,江苏,半导体,20231206 -5103,688722.SH,同益中,北京,化纤,20211019 -5104,688728.SH,格科微,上海,半导体,20210818 -5105,688733.SH,壹石通,安徽,矿物制品,20210817 -5106,688737.SH,中自科技,四川,化工原料,20211022 -5107,688739.SH,成大生物,辽宁,生物制药,20211028 -5108,688766.SH,普冉股份,上海,半导体,20210823 -5109,688767.SH,博拓生物,浙江,医疗保健,20210908 -5110,688768.SH,容知日新,安徽,电器仪表,20210726 -5111,688772.SH,珠海冠宇,广东,电气设备,20211015 -5112,688776.SH,国光电气,四川,元器件,20210831 -5113,688777.SH,中控技术,浙江,专用机械,20201124 -5114,688778.SH,厦钨新能,福建,电气设备,20210805 -5115,688779.SH,长远锂科,湖南,电气设备,20210811 -5116,688786.SH,悦安新材,江西,小金属,20210826 -5117,688787.SH,海天瑞声,北京,软件服务,20210813 -5118,688788.SH,科思科技,深圳,通信设备,20201022 -5119,688789.SH,宏华数科,浙江,专用机械,20210708 -5120,688793.SH,倍轻松,深圳,家用电器,20210715 -5121,688798.SH,艾为电子,上海,半导体,20210816 -5122,688799.SH,华纳药厂,湖南,化学制药,20210713 -5123,688800.SH,瑞可达,江苏,元器件,20210722 -5124,688819.SH,天能股份,浙江,电气设备,20210118 -5125,688981.SH,中芯国际,上海,半导体,20200716 -5126,830779.BJ,武汉蓝电,湖北,电器仪表,20230601 -5127,830799.BJ,艾融软件,上海,软件服务,20200727 -5128,830809.BJ,安达科技,贵州,电气设备,20230323 -5129,830832.BJ,齐鲁华信,山东,化工原料,20210223 -5130,830839.BJ,万通液压,山东,工程机械,20201109 -5131,830879.BJ,基康仪器,北京,电器仪表,20221220 -5132,830896.BJ,旺成科技,重庆,汽车配件,20230419 -5133,830946.BJ,森萱医药,江苏,化学制药,20200727 -5134,830964.BJ,润农节水,河北,建筑工程,20200727 -5135,830974.BJ,凯大催化,浙江,化工原料,20230308 -5136,831010.BJ,凯添燃气,宁夏,供气供热,20200727 -5137,831039.BJ,国义招标,广东,建筑工程,20210818 -5138,831087.BJ,秋乐种业,河南,种植业,20221207 -5139,831152.BJ,昆工科技,云南,小金属,20220901 -5140,831167.BJ,鑫汇科,深圳,元器件,20220527 -5141,831175.BJ,派诺科技,广东,软件服务,20231214 -5142,831195.BJ,三祥科技,山东,汽车配件,20221230 -5143,831278.BJ,泰德股份,山东,汽车配件,20220620 -5144,831304.BJ,迪尔化工,山东,化工原料,20230418 -5145,831305.BJ,海希通讯,上海,电器仪表,20211105 -5146,831370.BJ,新安洁,重庆,环境保护,20200727 -5147,831396.BJ,许昌智能,河南,电气设备,20240126 -5148,831445.BJ,龙竹科技,福建,家居用品,20200727 -5149,831526.BJ,凯华材料,天津,化工原料,20221222 -5150,831627.BJ,力王股份,广东,电气设备,20230907 -5151,831641.BJ,格利尔,江苏,电气设备,20221202 -5152,831689.BJ,克莱特,山东,专用机械,20220321 -5153,831726.BJ,朱老六,吉林,食品,20210527 -5154,831768.BJ,拾比佰,广东,家用电器,20210628 -5155,831832.BJ,科达自控,山西,软件服务,20211115 -5156,831834.BJ,三维股份,江苏,塑料,20220822 -5157,831855.BJ,浙江大农,浙江,机床制造,20221229 -5158,831856.BJ,浩淼科技,安徽,专用机械,20201225 -5159,831906.BJ,舜宇精工,浙江,汽车配件,20230222 -5160,831961.BJ,创远信科,上海,电器仪表,20200727 -5161,832000.BJ,安徽凤凰,安徽,汽车配件,20201223 -5162,832023.BJ,田野股份,广西,食品,20230202 -5163,832089.BJ,禾昌聚合,江苏,塑料,20211109 -5164,832110.BJ,雷特科技,广东,电气设备,20221206 -5165,832145.BJ,恒合股份,北京,环境保护,20211115 -5166,832149.BJ,利尔达,浙江,元器件,20230217 -5167,832171.BJ,志晟信息,河北,软件服务,20211115 -5168,832175.BJ,东方碳素,河南,化工原料,20230630 -5169,832225.BJ,利通科技,河南,橡胶,20210225 -5170,832278.BJ,鹿得医疗,江苏,医疗保健,20200727 -5171,832419.BJ,路斯股份,山东,饲料,20220311 -5172,832469.BJ,富恒新材,深圳,塑料,20230918 -5173,832471.BJ,美邦科技,河北,化工原料,20230525 -5174,832491.BJ,奥迪威,广东,元器件,20220614 -5175,832522.BJ,纳科诺尔,河北,专用机械,20231116 -5176,832566.BJ,梓橦宫,四川,化学制药,20210813 -5177,832651.BJ,天罡股份,山东,电器仪表,20230627 -5178,832662.BJ,方盛股份,江苏,机械基件,20221128 -5179,832735.BJ,德源药业,江苏,化学制药,20210219 -5180,832786.BJ,骑士乳业,内蒙,乳制品,20231013 -5181,832802.BJ,保丽洁,江苏,环境保护,20230206 -5182,832876.BJ,慧为智能,深圳,IT设备,20221109 -5183,832885.BJ,星辰科技,广西,电器仪表,20210708 -5184,832978.BJ,开特股份,湖北,汽车配件,20230928 -5185,832982.BJ,锦波生物,山西,医疗保健,20230720 -5186,833030.BJ,立方控股,浙江,软件服务,20231102 -5187,833075.BJ,柏星龙,深圳,广告包装,20221214 -5188,833171.BJ,国航远洋,福建,水运,20221215 -5189,833230.BJ,欧康医药,四川,生物制药,20221209 -5190,833266.BJ,生物谷,云南,中成药,20200727 -5191,833284.BJ,灵鸽科技,江苏,专用机械,20231219 -5192,833346.BJ,威贸电子,上海,元器件,20220223 -5193,833394.BJ,民士达,山东,造纸,20230425 -5194,833427.BJ,华维设计,江西,建筑工程,20210205 -5195,833429.BJ,康比特,北京,食品,20221215 -5196,833454.BJ,同心传动,河南,汽车配件,20211115 -5197,833455.BJ,汇隆活塞,辽宁,专用机械,20230621 -5198,833509.BJ,同惠电子,江苏,电器仪表,20210111 -5199,833523.BJ,德瑞锂电,广东,电气设备,20210603 -5200,833533.BJ,骏创科技,江苏,汽车配件,20220524 -5201,833575.BJ,康乐卫士,北京,生物制药,20230315 -5202,833580.BJ,科创新材,河南,其他建材,20220513 -5203,833751.BJ,惠同新材,湖南,小金属,20230717 -5204,833781.BJ,瑞奇智造,四川,专用机械,20221226 -5205,833819.BJ,颖泰生物,北京,农药化肥,20200727 -5206,833873.BJ,中设咨询,重庆,建筑工程,20211115 -5207,833914.BJ,远航精密,江苏,小金属,20221111 -5208,833943.BJ,优机股份,四川,机械基件,20220624 -5209,834014.BJ,特瑞斯,江苏,专用机械,20221213 -5210,834021.BJ,流金科技,北京,影视音像,20200727 -5211,834033.BJ,康普化学,重庆,化工原料,20221221 -5212,834058.BJ,华洋赛车,浙江,摩托车,20230810 -5213,834062.BJ,科润智控,浙江,电气设备,20220713 -5214,834261.BJ,一诺威,山东,化工原料,20230403 -5215,834407.BJ,驰诚股份,河南,电器仪表,20230216 -5216,834415.BJ,恒拓开源,河南,软件服务,20200727 -5217,834475.BJ,三友科技,浙江,专用机械,20200727 -5218,834599.BJ,同力股份,陕西,专用机械,20210222 -5219,834639.BJ,晨光电缆,浙江,电气设备,20220712 -5220,834682.BJ,球冠电缆,浙江,电气设备,20200727 -5221,834765.BJ,美之高,深圳,家居用品,20210705 -5222,834770.BJ,艾能聚,浙江,电气设备,20230228 -5223,834950.BJ,迅安科技,江苏,元器件,20230111 -5224,835174.BJ,五新隧装,湖南,专用机械,20210820 -5225,835179.BJ,凯德石英,北京,矿物制品,20220304 -5226,835184.BJ,国源科技,北京,软件服务,20200727 -5227,835185.BJ,贝特瑞,深圳,化工原料,20200727 -5228,835207.BJ,众诚科技,河南,软件服务,20220923 -5229,835237.BJ,力佳科技,深圳,电气设备,20221125 -5230,835305.BJ,云创数据,江苏,软件服务,20210826 -5231,835368.BJ,连城数控,辽宁,专用机械,20200727 -5232,835508.BJ,殷图网联,北京,软件服务,20200727 -5233,835579.BJ,机科股份,北京,机械基件,20231130 -5234,835640.BJ,富士达,陕西,通信设备,20200727 -5235,835670.BJ,数字人,山东,软件服务,20201208 -5236,835857.BJ,百甲科技,江苏,钢加工,20230314 -5237,835892.BJ,中科美菱,安徽,医疗保健,20221018 -5238,835985.BJ,海泰新能,河北,电气设备,20220808 -5239,836077.BJ,吉林碳谷,吉林,化纤,20210831 -5240,836149.BJ,旭杰科技,江苏,其他建材,20200727 -5241,836208.BJ,青矩技术,北京,建筑工程,20230629 -5242,836221.BJ,易实精密,江苏,汽车配件,20230608 -5243,836239.BJ,长虹能源,四川,电气设备,20210209 -5244,836247.BJ,华密新材,河北,橡胶,20221223 -5245,836260.BJ,中寰股份,四川,电器仪表,20211115 -5246,836263.BJ,中航泰达,北京,环境保护,20200727 -5247,836270.BJ,天铭科技,浙江,汽车配件,20220902 -5248,836395.BJ,朗鸿科技,浙江,IT设备,20220901 -5249,836414.BJ,欧普泰,上海,电器仪表,20221212 -5250,836419.BJ,万德股份,陕西,化工原料,20230915 -5251,836422.BJ,润普食品,江苏,食品,20230301 -5252,836433.BJ,大唐药业,内蒙,中成药,20200727 -5253,836504.BJ,博迅生物,上海,医疗保健,20230817 -5254,836547.BJ,无锡晶海,江苏,化学制药,20231212 -5255,836675.BJ,秉扬科技,四川,矿物制品,20201228 -5256,836699.BJ,海达尔,江苏,家用电器,20230509 -5257,836717.BJ,瑞星股份,河北,专用机械,20230703 -5258,836720.BJ,吉冈精密,江苏,机械基件,20211124 -5259,836807.BJ,奔朗新材,广东,机械基件,20221220 -5260,836826.BJ,盖世食品,辽宁,食品,20210112 -5261,836871.BJ,派特尔,广东,塑料,20220722 -5262,836892.BJ,广咨国际,广东,建筑工程,20211028 -5263,836942.BJ,恒立钻具,湖北,机械基件,20221208 -5264,836957.BJ,汉维科技,广东,化工原料,20221214 -5265,836961.BJ,西磁科技,浙江,专用机械,20231221 -5266,837006.BJ,晟楠科技,江苏,航空,20230518 -5267,837046.BJ,亿能电力,江苏,电气设备,20221013 -5268,837092.BJ,汉鑫科技,山东,软件服务,20211115 -5269,837174.BJ,宏裕包材,湖北,广告包装,20230818 -5270,837212.BJ,智新电子,山东,元器件,20210608 -5271,837242.BJ,建邦科技,山东,汽车配件,20200727 -5272,837344.BJ,三元基因,北京,生物制药,20210108 -5273,837403.BJ,康农种业,湖北,种植业,20240118 -5274,837592.BJ,华信永道,北京,软件服务,20230710 -5275,837663.BJ,明阳科技,江苏,汽车配件,20230315 -5276,837748.BJ,路桥信息,福建,软件服务,20230816 -5277,837821.BJ,则成电子,深圳,元器件,20220706 -5278,838030.BJ,德众汽车,湖南,汽车服务,20201127 -5279,838163.BJ,方大新材,河北,塑料,20200727 -5280,838171.BJ,邦德股份,山东,汽车配件,20220602 -5281,838227.BJ,美登科技,浙江,软件服务,20221228 -5282,838262.BJ,太湖雪,江苏,纺织,20221230 -5283,838275.BJ,驱动力,广东,农业综合,20210125 -5284,838402.BJ,硅烷科技,河南,化工原料,20220928 -5285,838670.BJ,恒进感应,湖北,机床制造,20220705 -5286,838701.BJ,豪声电子,浙江,元器件,20230719 -5287,838810.BJ,春光药装,辽宁,专用机械,20221216 -5288,838837.BJ,华原股份,广西,汽车配件,20230515 -5289,838924.BJ,广脉科技,浙江,通信设备,20211103 -5290,838971.BJ,天马新材,河南,化工原料,20220927 -5291,839167.BJ,同享科技,江苏,小金属,20200727 -5292,839273.BJ,一致魔芋,湖北,食品,20230221 -5293,839371.BJ,欧福蛋业,江苏,食品,20230118 -5294,839493.BJ,并行科技,北京,软件服务,20231101 -5295,839680.BJ,广道数字,深圳,软件服务,20211115 -5296,839719.BJ,宁新新材,江西,化工原料,20230526 -5297,839725.BJ,惠丰钻石,河南,矿物制品,20220718 -5298,839729.BJ,永顺生物,广东,农业综合,20200727 -5299,839790.BJ,联迪信息,江苏,软件服务,20220902 -5300,839792.BJ,东和新材,辽宁,其他建材,20230330 -5301,839946.BJ,华阳变速,湖北,汽车配件,20210720 -5302,870199.BJ,倍益康,四川,家用电器,20221201 -5303,870204.BJ,沪江材料,江苏,塑料,20220118 -5304,870299.BJ,灿能电力,江苏,电气设备,20220610 -5305,870357.BJ,雅葆轩,安徽,元器件,20221118 -5306,870436.BJ,大地电气,江苏,汽车配件,20211115 -5307,870508.BJ,丰安股份,浙江,机械基件,20221216 -5308,870656.BJ,海昇药业,浙江,化学制药,20240202 -5309,870726.BJ,鸿智科技,广东,家用电器,20230808 -5310,870866.BJ,绿亨科技,广东,农药化肥,20221209 -5311,870976.BJ,视声智能,广东,通信设备,20230901 -5312,871245.BJ,威博液压,江苏,机械基件,20220106 -5313,871263.BJ,莱赛激光,江苏,电器仪表,20231228 -5314,871396.BJ,常辅股份,江苏,电器仪表,20201118 -5315,871478.BJ,巨能股份,宁夏,专用机械,20230512 -5316,871553.BJ,凯腾精工,北京,专用机械,20210806 -5317,871634.BJ,新威凌,湖南,铅锌,20221124 -5318,871642.BJ,通易航天,江苏,航空,20210816 -5319,871694.BJ,中裕科技,江苏,塑料,20230424 -5320,871753.BJ,天纺标,天津,纺织,20221031 -5321,871857.BJ,泓禧科技,重庆,元器件,20220228 -5322,871970.BJ,大禹生物,山西,化学制药,20220518 -5323,871981.BJ,晶赛科技,安徽,元器件,20211115 -5324,872190.BJ,雷神科技,山东,IT设备,20221223 -5325,872351.BJ,华光源海,湖南,水运,20221229 -5326,872374.BJ,云里物里,深圳,IT设备,20221129 -5327,872392.BJ,佳合科技,江苏,广告包装,20221230 -5328,872541.BJ,铁大科技,上海,运输设备,20230310 -5329,872808.BJ,曙光数创,北京,IT设备,20221118 -5330,872895.BJ,花溪科技,河南,农用机械,20230406 -5331,872925.BJ,锦好医疗,广东,医疗保健,20211025 -5332,872953.BJ,国子软件,山东,软件服务,20230823 -5333,873001.BJ,纬达光电,广东,元器件,20221227 -5334,873122.BJ,中纺标,北京,综合类,20220927 -5335,873132.BJ,泰鹏智能,山东,家居用品,20231116 -5336,873152.BJ,天宏锂电,浙江,电气设备,20230119 -5337,873167.BJ,新赣江,江西,化学制药,20230209 -5338,873169.BJ,七丰精工,浙江,机械基件,20220415 -5339,873223.BJ,荣亿精密,浙江,机械基件,20220609 -5340,873305.BJ,九菱科技,湖北,机械基件,20221221 -5341,873339.BJ,恒太照明,江苏,元器件,20221117 -5342,873527.BJ,夜光明,浙江,化工原料,20221027 -5343,873570.BJ,坤博精工,浙江,机械基件,20231123 -5344,873576.BJ,天力复合,陕西,小金属,20230712 -5345,873593.BJ,鼎智科技,江苏,机械基件,20230413 -5346,873665.BJ,科强股份,江苏,橡胶,20230926 -5347,873679.BJ,前进科技,浙江,机械基件,20231110 -5348,873690.BJ,捷众科技,浙江,汽车配件,20240105 -5349,873693.BJ,阿为特,上海,机械基件,20231027 -5350,873703.BJ,广厦环能,北京,专用机械,20231205 -5351,873706.BJ,铁拓机械,福建,专用机械,20240308 -5352,873726.BJ,卓兆点胶,江苏,机械基件,20231019 -5353,873806.BJ,云星宇,北京,软件服务,20240111 -5354,873833.BJ,美心翼申,重庆,汽车配件,20231108 -5355,689009.SH,九号公司-WD,北京,摩托车,20201029 diff --git a/docker-compose.yml b/docker-compose.yml new file mode 100644 index 00000000..7b2687ba --- /dev/null +++ b/docker-compose.yml @@ -0,0 +1,11 @@ +version: "3.8" +services: + backtester: + build: + context: . + + command: bash + volumes: + - ./:/app + tty: true + stdin_open: true diff --git a/requirements.txt b/requirements.txt index d467dcb9..203b9f67 100644 Binary files a/requirements.txt and b/requirements.txt differ diff --git a/sys.cfg b/sys.cfg new file mode 100644 index 00000000..f75400dd --- /dev/null +++ b/sys.cfg @@ -0,0 +1,2 @@ +[cerebro_config] +init_balance=100000000 \ No newline at end of file diff --git a/tool.py b/tool.py deleted file mode 100644 index 157016ea..00000000 --- a/tool.py +++ /dev/null @@ -1,40 +0,0 @@ - -import os -from docx import Document -import openpyxl - -def count_words_in_docx(docx_path): - document = Document(docx_path) - word_count = 0 - for paragraph in document.paragraphs: - word_count += len(paragraph.text.split()) - return word_count - -def process_folder(folder_path, excel_file_path): - # 创建Excel文件和工作表 - wb = openpyxl.Workbook() - ws = wb.active - ws.title = "Word Count" - - # 添加表头 - ws.append(["文件名", "字数", "出处"]) - - # 遍历文件夹中的所有文件 - for root, dirs, files in os.walk(folder_path): - for file_name in files: - if file_name.endswith(".docx"): - file_path = os.path.join(root, file_name) - word_count = count_words_in_docx(file_path) - - # 在Excel表格中添加数据 - ws.append([file_name, word_count, file_path]) - - # 保存Excel文件 - wb.save(excel_file_path) - print(f"数据已保存至 {excel_file_path}") - -if __name__ == "__main__": - folder_path = "C:/Users/Administrator/Desktop/test" # 替换为你的实际文件夹路径 - excel_file_path = "test.xlsx" # 替换为你想要保存的Excel文件路径 - - process_folder(folder_path, excel_file_path)