python-akshare速查文档（4）博客主页：源码速查本文档共 6 部分，当前为第 4 部分文章目录python-akshare速查文档（4）六、公开方法速查（按功能分类）期货数据futures_comex_inventory()：期货数据futures_comm_info()：期货信息futures_comm_js()：期货处理futures_contract_detail()：期货详情处理futures_contract_detail_em()：期货详情东方财富处理futures_contract_info_cffex()：中金所合约信息futures_contract_info_czce()：郑商所合约信息futures_contract_info_dce()：期货信息大商所futures_contract_info_gfex()：广期所合约信息futures_contract_info_ine()：能源中心合约futures_contract_info_shfe()：上期所合约信息futures_dce_position_rank()：期货大商所持仓排行futures_dce_position_rank_other()：大商所其他持仓futures_delivery_czce()：郑商所交割futures_delivery_dce()：期货大商所处理futures_delivery_match_czce()：郑商所交割配对futures_delivery_match_dce()：大商所交割配对futures_delivery_shfe()：上期所交割futures_display_main_sina()：期货新浪处理futures_fees_info()：期货手续费futures_foreign_commodity_realtime()：期货外汇商品实时处理futures_foreign_commodity_subscribe_exchange_symbol()：期货外汇商品交易所futures_foreign_detail()：期货外汇详情处理futures_foreign_hist()：期货外汇历史处理futures_gfex_position_rank()：期货持仓排行futures_gfex_warehouse_receipt()：广期所仓单futures_global_hist_em()：期货东方财富历史处理futures_global_spot_em()：期货现货东方财富处理futures_hist_daily_cffex()：期货历史日频处理futures_hist_em()：历史查询futures_hist_table_em()：期货历史表格东方财富futures_hog_core()：期货生猪处理futures_hog_cost()：生猪成本futures_hog_supply()：期货生猪供应处理futures_hold_pos_sina()：新浪持仓futures_hq_subscribe_exchange_symbol()：期货交易所futures_index_ccidx()：期货指数futures_inventory_99()：期货库存99futures_inventory_em()：期货东方财富处理futures_main_sina()：新浪主力合约futures_news_shmet()：新闻futures_rule()：期货规则futures_settle()：期货结算futures_settle_cffex()：中金所结算futures_settle_czce()：郑商所结算futures_settle_gfex()：广期所结算futures_settle_ine()：能源中心结算futures_settle_shfe()：上期所结算futures_settlement_price_sgx()：期货价格处理futures_shfe_warehouse_receipt()：上期所仓单futures_spot_price()：期货现货价格处理futures_spot_price_daily()：期货现货价格日频处理futures_spot_price_previous()：现货查询futures_spot_sys()：期货现货处理futures_stock_shfe_js()：期货股票futures_symbol_mark()：期货品种标记futures_to_spot_czce()：期货导出现货处理futures_to_spot_dce()：期货导出现货大商所处理futures_to_spot_shfe()：导出现货查询futures_warehouse_receipt_czce()：郑商所仓单futures_warehouse_receipt_dce()：大商所仓单futures_zh_daily_sina()：期货日频新浪处理futures_zh_minute_sina()：期货分钟新浪处理futures_zh_realtime()：期货实时处理futures_zh_spot()：中文期货现货get_cffex_daily()：中金所日行情get_cffex_rank_table()：读取排行表格get_gfex_daily()：日频查询get_rank_sum()：读取排行求和get_rank_sum_daily()：读取排行求和日频get_shfe_daily()：日频查询读取get_shfe_rank_table()：读取查询macro_usa_cftc_c_holding()：宏观数据macro_usa_cftc_merchant_currency_holding()：宏观美国商业汇率持仓macro_usa_cftc_merchant_goods_holding()：宏观美国商业商品持仓macro_usa_cftc_nc_holding()：宏观美国持仓match_main_contract()：合约option_hist_gfex()：期权数据option_hist_shfe()：期权历史处理option_lhb_em()：期权东方财富处理option_vol_gfex()：期权处理option_vol_shfe()：上期所期权波动率rv_from_futures_zh_minute_sina()：已实现波动率来源期货分钟spot_price_qh()：现货价格spot_price_table_qh()：现货价格项板块主题stock_board_change_em()：板块数据stock_board_concept_cons_em()：股票大宗商品东方财富stock_board_concept_index_ths()：股票指数同花顺stock_board_concept_info_ths()：股票信息同花顺stock_board_concept_name_em()：股票名称东方财富stock_board_concept_name_ths()：股票名称同花顺stock_board_concept_summary_ths()：股票汇总同花顺stock_board_industry_cons_em()：股票行业大宗商品东方财富stock_board_industry_index_ths()：股票行业指数同花顺stock_board_industry_info_ths()：股票行业信息同花顺stock_board_industry_name_em()：股票行业名称东方财富stock_board_industry_name_ths()：股票行业名称同花顺stock_board_industry_summary_ths()：股票行业汇总同花顺stock_concept_cons_futu()：概念板块stock_fund_flow_concept()：基金数据stock_fund_flow_industry()：股票基金行业stock_gpzy_industry_data_em()：股权质押stock_hsgt_board_rank_em()：排行数据stock_industry_category_cninfo()：行业数据stock_industry_change_cninfo()：股票行业变化巨潮stock_industry_pe_ratio_cninfo()：股票行业比率巨潮stock_sector_detail()：行情数据stock_sector_fund_flow_rank()：股票基金排行stock_sector_fund_flow_summary()：股票基金汇总stock_szse_sector_summary()：股票深交所汇总八、快速索引方法快速索引属性快速索引九、参考资料【akshare 公开成员统计】：共 6 个公开类，1089 个公开方法，38 个公开属性六、公开方法速查（按功能分类）本文档承接上一部分，继续列出 AKShare 公开方法。期货数据futures_comex_inventory()：期货数据futures_comex_inventory(symbol: str = '黄金') - pandas.core.frame.DataFrame归属：akshare.futures.futures_comex_em说明：ak.futures_comex_inventory()获取东方财富网-数据中心-期货期权-COMEX库存数据，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_comex_inventory(symbol='黄金')-pandas.core.frame.DataFram)print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_comm_info()：期货信息futures_comm_info(symbol: str = '所有') - pandas.core.frame.DataFrame归属：akshare.futures.futures_comm_qihuo说明：ak.futures_comm_info()获取九期网-期货手续费，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_comm_info(symbol='所有')-pandas.core.frame.DataFram)print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_comm_js()：期货处理futures_comm_js(date: str = '20260213') - pandas.core.frame.DataFrame归属：akshare.futures.futures_comm_js说明：ak.futures_comm_js()获取金十财经-期货手续费，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_comm_js()print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_contract_detail()：期货详情处理futures_contract_detail(symbol: str = 'AP2101') - pandas.core.frame.DataFrame归属：akshare.futures.futures_contract_detail说明：ak.futures_contract_detail()获取查询期货合约详情，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_contract_detail(symbol='AP2101')-pandas.core.frame.DataFram)print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_contract_detail_em()：期货详情东方财富处理futures_contract_detail_em(symbol: str = 'v2602F') - pandas.core.frame.DataFrame归属：akshare.futures.futures_contract_detail说明：ak.futures_contract_detail_em()获取查询期货合约详情，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_contract_detail_em(symbol='v2602F')-pandas.core.frame.DataFram)print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_contract_info_cffex()：中金所合约信息futures_contract_info_cffex(date: str = '20240228') - pandas.core.frame.DataFrame归属：akshare.futures_derivative.futures_contract_info_cffex说明：ak.futures_contract_info_cffex()获取中国金融期货交易所-数据-交易参数，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_contract_info_cffex()print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_contract_info_czce()：郑商所合约信息futures_contract_info_czce(date: str = '20240228') - pandas.core.frame.DataFrame归属：akshare.futures_derivative.futures_contract_info_czce说明：ak.futures_contract_info_czce()获取郑州商品交易所-交易数据-参考数据，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_contract_info_czce()print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_contract_info_dce()：期货信息大商所futures_contract_info_dce() - pandas.core.frame.DataFrame归属：akshare.futures_derivative.futures_contract_info_dce说明：ak.futures_contract_info_dce()获取大连商品交易所-数据中心-业务数据-交易参数-合约信息，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_contract_info_dce()print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_contract_info_gfex()：广期所合约信息futures_contract_info_gfex() - pandas.core.frame.DataFrame归属：akshare.futures_derivative.futures_contract_info_gfex说明：ak.futures_contract_info_gfex()获取广州期货交易所-业务/服务-合约信息，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_contract_info_gfex()print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_contract_info_ine()：能源中心合约futures_contract_info_ine(date: str = '20241129') - pandas.core.frame.DataFrame归属：akshare.futures_derivative.futures_contract_info_ine说明：ak.futures_contract_info_ine()获取上海国际能源交易中心-业务指南-交易参数汇总(期货)，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_contract_info_ine()print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_contract_info_shfe()：上期所合约信息futures_contract_info_shfe(date: str = '20240513') - pandas.core.frame.DataFrame归属：akshare.futures_derivative.futures_contract_info_shfe说明：ak.futures_contract_info_shfe()获取上海期货交易所-交易所服务-业务数据-交易参数汇总查询，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_contract_info_shfe()print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_dce_position_rank()：期货大商所持仓排行futures_dce_position_rank(date: str = '20160919', vars_list=['IF', 'IC', 'IM', 'IH', 'T', 'TF', 'TS', 'TL', 'C', 'CS', 'A', 'B', 'M', 'Y', 'P', 'FB', 'BB', 'JD', 'L', 'V', 'PP', 'J', 'JM', 'I', 'EG', 'RR', 'EB', 'PG', 'LH', 'LG', 'BZ', 'WH', 'PM', 'CF', 'SR', 'TA', 'OI', 'RI', 'MA', 'ME', 'FG', 'RS', 'RM', 'ZC', 'JR', 'LR', 'SF', 'SM', 'WT', 'TC', 'GN', 'RO', 'ER', 'SRX', 'SRY', 'WSX', 'WSY', 'CY', 'AP', 'UR', 'CJ', 'SA', 'PK', 'PF', 'PX', 'SH', 'PR', 'PL', 'CU', 'AL', 'ZN', 'PB', 'NI', 'SN', 'AU', 'AG', 'RB', 'WR', 'HC', 'FU', 'BU', 'RU', 'SC', 'NR', 'SP', 'SS', 'LU', 'BC', 'AO', 'BR', 'EC', 'AD', 'OP', 'SI', 'LC', 'PS']) - dict归属：akshare.futures.cot说明：ak.futures_dce_position_rank()获取大连商品交易所-每日持仓排名-具体合约，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_dce_position_rank(date='20160919')print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_dce_position_rank_other()：大商所其他持仓futures_dce_position_rank_other(date: str = '20160104')归属：akshare.futures.cot说明：ak.futures_dce_position_rank_other()获取大连商品交易所-每日持仓排名-具体合约-补充，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_dce_position_rank_other(date='20160104')print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_delivery_czce()：郑商所交割futures_delivery_czce(date: str = '20210112') - pandas.core.frame.DataFrame归属：akshare.futures.futures_to_spot说明：ak.futures_delivery_czce()获取郑州商品交易所-月度交割查询，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_delivery_czce()print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_delivery_dce()：期货大商所处理futures_delivery_dce(date: str = '202312') - pandas.core.frame.DataFrame归属：akshare.futures.futures_to_spot说明：ak.futures_delivery_dce()获取大连商品交易所-交割统计，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_delivery_dce(date='202312')-pandas.core.frame.DataFram)print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_delivery_match_czce()：郑商所交割配对futures_delivery_match_czce(date: str = '20210106') - pandas.core.frame.DataFrame归属：akshare.futures.futures_to_spot说明：ak.futures_delivery_match_czce()获取郑州商品交易所-交割配对，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_delivery_match_czce()print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_delivery_match_dce()：大商所交割配对futures_delivery_match_dce(symbol: str = 'a') - pandas.core.frame.DataFrame归属：akshare.futures.futures_to_spot说明：ak.futures_delivery_match_dce()获取大连商品交易所-交割配对表，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_delivery_match_dce(symbol='a')-pandas.core.frame.DataFram)print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_delivery_shfe()：上期所交割futures_delivery_shfe(date: str = '202312') - pandas.core.frame.DataFrame归属：akshare.futures.futures_to_spot说明：ak.futures_delivery_shfe()获取上海期货交易所-交割情况表，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_delivery_shfe(date='202312')-pandas.core.frame.DataFram)print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_display_main_sina()：期货新浪处理futures_display_main_sina() - pandas.core.frame.DataFrame归属：akshare.futures_derivative.futures_index_sina说明：ak.futures_display_main_sina()获取新浪主力连续合约品种一览表，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_display_main_sina()print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_fees_info()：期货手续费futures_fees_info() - pandas.core.frame.DataFrame归属：akshare.futures.futures_comm_ctp说明：ak.futures_fees_info()获取openctp 期货交易费用参照表，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_fees_info()print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_foreign_commodity_realtime()：期货外汇商品实时处理futures_foreign_commodity_realtime(symbol: Union[str, List[str]]) - pandas.core.frame.DataFrame归属：akshare.futures.futures_hq_sina说明：ak.futures_foreign_commodity_realtime()获取新浪-外盘期货-行情数据，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_foreign_commodity_realtime()print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_foreign_commodity_subscribe_exchange_symbol()：期货外汇商品交易所futures_foreign_commodity_subscribe_exchange_symbol() - list归属：akshare.futures.futures_hq_sina说明：ak.futures_foreign_commodity_subscribe_exchange_symbol()获取需要订阅的行情的代码，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_foreign_commodity_subscribe_exchange_symbol()print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_foreign_detail()：期货外汇详情处理futures_foreign_detail(symbol: str = 'ZSD') - pandas.core.frame.DataFrame归属：akshare.futures.futures_foreign说明：ak.futures_foreign_detail()获取foreign futures contract detail data，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_foreign_detail(symbol='ZSD')-pandas.core.frame.DataFram)print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_foreign_hist()：期货外汇历史处理futures_foreign_hist(symbol: str = 'ZSD') - pandas.core.frame.DataFrame归属：akshare.futures.futures_foreign说明：ak.futures_foreign_hist()获取外盘期货-历史行情数据-日频率，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_foreign_hist(symbol='ZSD')-pandas.core.frame.DataFram)print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_gfex_position_rank()：期货持仓排行futures_gfex_position_rank(date: str = '20231113', vars_list: list = None)归属：akshare.futures.cot说明：ak.futures_gfex_position_rank()获取广州期货交易所-日成交持仓排名，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_gfex_position_rank(date='20231113')print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_gfex_warehouse_receipt()：广期所仓单futures_gfex_warehouse_receipt(date: str = '20240122') - dict归属：akshare.futures.futures_warehouse_receipt说明：ak.futures_gfex_warehouse_rece
【股票行情】python-akshare速查文档（4）
python-akshare速查文档（4）博客主页：源码速查本文档共 6 部分，当前为第 4 部分文章目录python-akshare速查文档（4）六、公开方法速查（按功能分类）期货数据futures_comex_inventory()：期货数据futures_comm_info()：期货信息futures_comm_js()：期货处理futures_contract_detail()：期货详情处理futures_contract_detail_em()：期货详情东方财富处理futures_contract_info_cffex()：中金所合约信息futures_contract_info_czce()：郑商所合约信息futures_contract_info_dce()：期货信息大商所futures_contract_info_gfex()：广期所合约信息futures_contract_info_ine()：能源中心合约futures_contract_info_shfe()：上期所合约信息futures_dce_position_rank()：期货大商所持仓排行futures_dce_position_rank_other()：大商所其他持仓futures_delivery_czce()：郑商所交割futures_delivery_dce()：期货大商所处理futures_delivery_match_czce()：郑商所交割配对futures_delivery_match_dce()：大商所交割配对futures_delivery_shfe()：上期所交割futures_display_main_sina()：期货新浪处理futures_fees_info()：期货手续费futures_foreign_commodity_realtime()：期货外汇商品实时处理futures_foreign_commodity_subscribe_exchange_symbol()：期货外汇商品交易所futures_foreign_detail()：期货外汇详情处理futures_foreign_hist()：期货外汇历史处理futures_gfex_position_rank()：期货持仓排行futures_gfex_warehouse_receipt()：广期所仓单futures_global_hist_em()：期货东方财富历史处理futures_global_spot_em()：期货现货东方财富处理futures_hist_daily_cffex()：期货历史日频处理futures_hist_em()：历史查询futures_hist_table_em()：期货历史表格东方财富futures_hog_core()：期货生猪处理futures_hog_cost()：生猪成本futures_hog_supply()：期货生猪供应处理futures_hold_pos_sina()：新浪持仓futures_hq_subscribe_exchange_symbol()：期货交易所futures_index_ccidx()：期货指数futures_inventory_99()：期货库存99futures_inventory_em()：期货东方财富处理futures_main_sina()：新浪主力合约futures_news_shmet()：新闻futures_rule()：期货规则futures_settle()：期货结算futures_settle_cffex()：中金所结算futures_settle_czce()：郑商所结算futures_settle_gfex()：广期所结算futures_settle_ine()：能源中心结算futures_settle_shfe()：上期所结算futures_settlement_price_sgx()：期货价格处理futures_shfe_warehouse_receipt()：上期所仓单futures_spot_price()：期货现货价格处理futures_spot_price_daily()：期货现货价格日频处理futures_spot_price_previous()：现货查询futures_spot_sys()：期货现货处理futures_stock_shfe_js()：期货股票futures_symbol_mark()：期货品种标记futures_to_spot_czce()：期货导出现货处理futures_to_spot_dce()：期货导出现货大商所处理futures_to_spot_shfe()：导出现货查询futures_warehouse_receipt_czce()：郑商所仓单futures_warehouse_receipt_dce()：大商所仓单futures_zh_daily_sina()：期货日频新浪处理futures_zh_minute_sina()：期货分钟新浪处理futures_zh_realtime()：期货实时处理futures_zh_spot()：中文期货现货get_cffex_daily()：中金所日行情get_cffex_rank_table()：读取排行表格get_gfex_daily()：日频查询get_rank_sum()：读取排行求和get_rank_sum_daily()：读取排行求和日频get_shfe_daily()：日频查询读取get_shfe_rank_table()：读取查询macro_usa_cftc_c_holding()：宏观数据macro_usa_cftc_merchant_currency_holding()：宏观美国商业汇率持仓macro_usa_cftc_merchant_goods_holding()：宏观美国商业商品持仓macro_usa_cftc_nc_holding()：宏观美国持仓match_main_contract()：合约option_hist_gfex()：期权数据option_hist_shfe()：期权历史处理option_lhb_em()：期权东方财富处理option_vol_gfex()：期权处理option_vol_shfe()：上期所期权波动率rv_from_futures_zh_minute_sina()：已实现波动率来源期货分钟spot_price_qh()：现货价格spot_price_table_qh()：现货价格项板块主题stock_board_change_em()：板块数据stock_board_concept_cons_em()：股票大宗商品东方财富stock_board_concept_index_ths()：股票指数同花顺stock_board_concept_info_ths()：股票信息同花顺stock_board_concept_name_em()：股票名称东方财富stock_board_concept_name_ths()：股票名称同花顺stock_board_concept_summary_ths()：股票汇总同花顺stock_board_industry_cons_em()：股票行业大宗商品东方财富stock_board_industry_index_ths()：股票行业指数同花顺stock_board_industry_info_ths()：股票行业信息同花顺stock_board_industry_name_em()：股票行业名称东方财富stock_board_industry_name_ths()：股票行业名称同花顺stock_board_industry_summary_ths()：股票行业汇总同花顺stock_concept_cons_futu()：概念板块stock_fund_flow_concept()：基金数据stock_fund_flow_industry()：股票基金行业stock_gpzy_industry_data_em()：股权质押stock_hsgt_board_rank_em()：排行数据stock_industry_category_cninfo()：行业数据stock_industry_change_cninfo()：股票行业变化巨潮stock_industry_pe_ratio_cninfo()：股票行业比率巨潮stock_sector_detail()：行情数据stock_sector_fund_flow_rank()：股票基金排行stock_sector_fund_flow_summary()：股票基金汇总stock_szse_sector_summary()：股票深交所汇总八、快速索引方法快速索引属性快速索引九、参考资料【akshare 公开成员统计】：共 6 个公开类，1089 个公开方法，38 个公开属性六、公开方法速查（按功能分类）本文档承接上一部分，继续列出 AKShare 公开方法。期货数据futures_comex_inventory()：期货数据futures_comex_inventory(symbol: str = '黄金') - pandas.core.frame.DataFrame归属：akshare.futures.futures_comex_em说明：ak.futures_comex_inventory()获取东方财富网-数据中心-期货期权-COMEX库存数据，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_comex_inventory(symbol='黄金')-pandas.core.frame.DataFram)print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_comm_info()：期货信息futures_comm_info(symbol: str = '所有') - pandas.core.frame.DataFrame归属：akshare.futures.futures_comm_qihuo说明：ak.futures_comm_info()获取九期网-期货手续费，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_comm_info(symbol='所有')-pandas.core.frame.DataFram)print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_comm_js()：期货处理futures_comm_js(date: str = '20260213') - pandas.core.frame.DataFrame归属：akshare.futures.futures_comm_js说明：ak.futures_comm_js()获取金十财经-期货手续费，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_comm_js()print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_contract_detail()：期货详情处理futures_contract_detail(symbol: str = 'AP2101') - pandas.core.frame.DataFrame归属：akshare.futures.futures_contract_detail说明：ak.futures_contract_detail()获取查询期货合约详情，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_contract_detail(symbol='AP2101')-pandas.core.frame.DataFram)print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_contract_detail_em()：期货详情东方财富处理futures_contract_detail_em(symbol: str = 'v2602F') - pandas.core.frame.DataFrame归属：akshare.futures.futures_contract_detail说明：ak.futures_contract_detail_em()获取查询期货合约详情，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_contract_detail_em(symbol='v2602F')-pandas.core.frame.DataFram)print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_contract_info_cffex()：中金所合约信息futures_contract_info_cffex(date: str = '20240228') - pandas.core.frame.DataFrame归属：akshare.futures_derivative.futures_contract_info_cffex说明：ak.futures_contract_info_cffex()获取中国金融期货交易所-数据-交易参数，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_contract_info_cffex()print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_contract_info_czce()：郑商所合约信息futures_contract_info_czce(date: str = '20240228') - pandas.core.frame.DataFrame归属：akshare.futures_derivative.futures_contract_info_czce说明：ak.futures_contract_info_czce()获取郑州商品交易所-交易数据-参考数据，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_contract_info_czce()print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_contract_info_dce()：期货信息大商所futures_contract_info_dce() - pandas.core.frame.DataFrame归属：akshare.futures_derivative.futures_contract_info_dce说明：ak.futures_contract_info_dce()获取大连商品交易所-数据中心-业务数据-交易参数-合约信息，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_contract_info_dce()print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_contract_info_gfex()：广期所合约信息futures_contract_info_gfex() - pandas.core.frame.DataFrame归属：akshare.futures_derivative.futures_contract_info_gfex说明：ak.futures_contract_info_gfex()获取广州期货交易所-业务/服务-合约信息，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_contract_info_gfex()print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_contract_info_ine()：能源中心合约futures_contract_info_ine(date: str = '20241129') - pandas.core.frame.DataFrame归属：akshare.futures_derivative.futures_contract_info_ine说明：ak.futures_contract_info_ine()获取上海国际能源交易中心-业务指南-交易参数汇总(期货)，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_contract_info_ine()print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_contract_info_shfe()：上期所合约信息futures_contract_info_shfe(date: str = '20240513') - pandas.core.frame.DataFrame归属：akshare.futures_derivative.futures_contract_info_shfe说明：ak.futures_contract_info_shfe()获取上海期货交易所-交易所服务-业务数据-交易参数汇总查询，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_contract_info_shfe()print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_dce_position_rank()：期货大商所持仓排行futures_dce_position_rank(date: str = '20160919', vars_list=['IF', 'IC', 'IM', 'IH', 'T', 'TF', 'TS', 'TL', 'C', 'CS', 'A', 'B', 'M', 'Y', 'P', 'FB', 'BB', 'JD', 'L', 'V', 'PP', 'J', 'JM', 'I', 'EG', 'RR', 'EB', 'PG', 'LH', 'LG', 'BZ', 'WH', 'PM', 'CF', 'SR', 'TA', 'OI', 'RI', 'MA', 'ME', 'FG', 'RS', 'RM', 'ZC', 'JR', 'LR', 'SF', 'SM', 'WT', 'TC', 'GN', 'RO', 'ER', 'SRX', 'SRY', 'WSX', 'WSY', 'CY', 'AP', 'UR', 'CJ', 'SA', 'PK', 'PF', 'PX', 'SH', 'PR', 'PL', 'CU', 'AL', 'ZN', 'PB', 'NI', 'SN', 'AU', 'AG', 'RB', 'WR', 'HC', 'FU', 'BU', 'RU', 'SC', 'NR', 'SP', 'SS', 'LU', 'BC', 'AO', 'BR', 'EC', 'AD', 'OP', 'SI', 'LC', 'PS']) - dict归属：akshare.futures.cot说明：ak.futures_dce_position_rank()获取大连商品交易所-每日持仓排名-具体合约，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_dce_position_rank(date='20160919')print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_dce_position_rank_other()：大商所其他持仓futures_dce_position_rank_other(date: str = '20160104')归属：akshare.futures.cot说明：ak.futures_dce_position_rank_other()获取大连商品交易所-每日持仓排名-具体合约-补充，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_dce_position_rank_other(date='20160104')print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_delivery_czce()：郑商所交割futures_delivery_czce(date: str = '20210112') - pandas.core.frame.DataFrame归属：akshare.futures.futures_to_spot说明：ak.futures_delivery_czce()获取郑州商品交易所-月度交割查询，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_delivery_czce()print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_delivery_dce()：期货大商所处理futures_delivery_dce(date: str = '202312') - pandas.core.frame.DataFrame归属：akshare.futures.futures_to_spot说明：ak.futures_delivery_dce()获取大连商品交易所-交割统计，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_delivery_dce(date='202312')-pandas.core.frame.DataFram)print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_delivery_match_czce()：郑商所交割配对futures_delivery_match_czce(date: str = '20210106') - pandas.core.frame.DataFrame归属：akshare.futures.futures_to_spot说明：ak.futures_delivery_match_czce()获取郑州商品交易所-交割配对，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_delivery_match_czce()print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_delivery_match_dce()：大商所交割配对futures_delivery_match_dce(symbol: str = 'a') - pandas.core.frame.DataFrame归属：akshare.futures.futures_to_spot说明：ak.futures_delivery_match_dce()获取大连商品交易所-交割配对表，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_delivery_match_dce(symbol='a')-pandas.core.frame.DataFram)print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_delivery_shfe()：上期所交割futures_delivery_shfe(date: str = '202312') - pandas.core.frame.DataFrame归属：akshare.futures.futures_to_spot说明：ak.futures_delivery_shfe()获取上海期货交易所-交割情况表，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_delivery_shfe(date='202312')-pandas.core.frame.DataFram)print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_display_main_sina()：期货新浪处理futures_display_main_sina() - pandas.core.frame.DataFrame归属：akshare.futures_derivative.futures_index_sina说明：ak.futures_display_main_sina()获取新浪主力连续合约品种一览表，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_display_main_sina()print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_fees_info()：期货手续费futures_fees_info() - pandas.core.frame.DataFrame归属：akshare.futures.futures_comm_ctp说明：ak.futures_fees_info()获取openctp 期货交易费用参照表，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_fees_info()print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_foreign_commodity_realtime()：期货外汇商品实时处理futures_foreign_commodity_realtime(symbol: Union[str, List[str]]) - pandas.core.frame.DataFrame归属：akshare.futures.futures_hq_sina说明：ak.futures_foreign_commodity_realtime()获取新浪-外盘期货-行情数据，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_foreign_commodity_realtime()print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_foreign_commodity_subscribe_exchange_symbol()：期货外汇商品交易所futures_foreign_commodity_subscribe_exchange_symbol() - list归属：akshare.futures.futures_hq_sina说明：ak.futures_foreign_commodity_subscribe_exchange_symbol()获取需要订阅的行情的代码，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_foreign_commodity_subscribe_exchange_symbol()print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_foreign_detail()：期货外汇详情处理futures_foreign_detail(symbol: str = 'ZSD') - pandas.core.frame.DataFrame归属：akshare.futures.futures_foreign说明：ak.futures_foreign_detail()获取foreign futures contract detail data，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_foreign_detail(symbol='ZSD')-pandas.core.frame.DataFram)print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_foreign_hist()：期货外汇历史处理futures_foreign_hist(symbol: str = 'ZSD') - pandas.core.frame.DataFrame归属：akshare.futures.futures_foreign说明：ak.futures_foreign_hist()获取外盘期货-历史行情数据-日频率，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_foreign_hist(symbol='ZSD')-pandas.core.frame.DataFram)print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_gfex_position_rank()：期货持仓排行futures_gfex_position_rank(date: str = '20231113', vars_list: list = None)归属：akshare.futures.cot说明：ak.futures_gfex_position_rank()获取广州期货交易所-日成交持仓排名，适合数据采集、量化研究或业务分析。importakshareasak data=ak.futures_gfex_position_rank(date='20231113')print(data.head()ifhasattr(data,"head")elsedata)# 输出含义：查看接口返回数据futures_gfex_warehouse_receipt()：广期所仓单futures_gfex_warehouse_receipt(date: str = '20240122') - dict归属：akshare.futures.futures_warehouse_receipt说明：ak.futures_gfex_warehouse_rece
