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2025-04-09 17:19:26 +08:00
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"""
该程序使用VeighNa框架通过CTP接口连接到期货市场并自动录制指定交易所和品种的行情数据。
适合初学者了解VeighNa框架的基本用法和数据录制流程。
"""
# 加载Python标准库
from logging import INFO
from time import sleep
# 加载VeighNa核心框架
from vnpy.event import EventEngine, Event
from vnpy.trader.setting import SETTINGS
from vnpy.trader.engine import MainEngine, LogEngine
from vnpy.trader.object import ContractData
from vnpy.trader.constant import Exchange, Product
from vnpy.trader.event import EVENT_CONTRACT
# 加载VeighNa插件模块
from vnpy_ctp import CtpGateway
from vnpy_datarecorder import DataRecorderApp, RecorderEngine
from vnpy_datarecorder.engine import EVENT_RECORDER_LOG
# 开启日志记录功能
# 日志对于排查问题和监控系统运行状态非常重要
SETTINGS["log.active"] = True # 激活日志功能
SETTINGS["log.level"] = INFO # 设置日志级别为INFO输出详细信息
SETTINGS["log.console"] = True # 在控制台显示日志,方便实时查看
# CTP接口登录信息
# 以下使用的是SimNow模拟账户信息初学者可以在SimNow官网申请
ctp_setting: dict[str, str] = {
"用户名": "135858", # SimNow账户名
"密码": "Zj1234!@#%", # SimNow密码
"经纪商代码": "9999", # SimNow经纪商代码固定为9999
"交易服务器": "180.168.146.187:10130", # SimNow交易服务器地址和端口
"行情服务器": "180.168.146.187:10131", # SimNow行情服务器地址和端口
"产品名称": "simnow_client_test", # 产品名称,用于区分不同的客户端
"授权编码": "0000000000000000", # 授权编码SimNow模拟账户使用默认值即可
}
# 要录制数据的交易所列表
# 可以根据需要取消注释来添加更多交易所
recording_exchanges: list[Exchange] = [
# Exchange.CFFEX, # 中国金融期货交易所
# Exchange.SHFE, # 上海期货交易所
# Exchange.DCE, # 大连商品交易所
# Exchange.CZCE, # 郑州商品交易所
Exchange.GFEX, # 广州期货交易所
# Exchange.INE, # 上海国际能源交易中心
]
# 要录制数据的品种类型
# 可以根据需要取消注释来添加更多品种
recording_products: list[Product] = [
Product.FUTURES, # 期货品种
# Product.OPTION, # 期权品种
]
def run_recorder() -> None:
"""
运行行情录制程序
该函数是程序的主体,按照以下步骤工作:
1. 创建VeighNa核心组件事件引擎、主引擎
2. 添加交易接口和应用模块
3. 设置数据录制规则
4. 连接到交易所并开始录制数据
"""
# 创建事件引擎,负责系统内各模块间的通信
event_engine: EventEngine = EventEngine()
# 创建主引擎,管理系统功能模块,包括底层接口、上层应用等
main_engine: MainEngine = MainEngine(event_engine)
# 添加CTP接口连接到期货市场
main_engine.add_gateway(CtpGateway)
# 添加数据录制引擎用于录制Tick行情入库
recorder_engine: RecorderEngine = main_engine.add_app(DataRecorderApp)
# 定义合约订阅函数
def subscribe_data(event: Event) -> None:
"""
处理合约推送并订阅行情
当系统接收到合约信息后,根据预设的交易所和品种过滤条件,
自动为符合条件的合约添加行情录制任务。
参数:
event: 包含合约信息的事件对象
"""
# 从事件对象中获取合约数据
contract: ContractData = event.data
# 判断合约是否符合录制条件
if (
contract.exchange in recording_exchanges # 检查合约所属交易所是否在预设列表中
and contract.product in recording_products # 检查合约品种类型是否在预设列表中
):
# 添加该合约的行情录制任务vt_symbol是VeighNa中的唯一标识符格式为"代码.交易所"
recorder_engine.add_tick_recording(contract.vt_symbol)
# 注册合约事件处理函数当有新合约信息推送时会自动调用subscribe_data函数
event_engine.register(EVENT_CONTRACT, subscribe_data)
# 获取日志引擎并设置日志处理
log_engine: LogEngine = main_engine.get_engine("log")
def print_log(event: Event) -> None:
"""
处理数据录制模块的日志事件
将数据录制模块产生的日志信息输出到控制台和日志文件中,
便于监控录制过程和排查问题。
参数:
event: 包含日志信息的事件对象
"""
log_engine.logger.log(INFO, event.data)
# 注册日志事件处理函数当有新的日志推送时会自动调用print_log函数
event_engine.register(EVENT_RECORDER_LOG, print_log)
# 连接CTP接口并登录第一个参数是接口设置第二个参数是接口名称
main_engine.connect(ctp_setting, CtpGateway.default_name)
# 等待30秒CTP接口连接后需要一段时间来完成初始化
sleep(30)
# 提示用户程序已经开始运行,用户可以根据需要随时退出
input(">>>>>> 高频行情数据录制已启动,正在记录数据。按回车键退出程序 <<<<<<")
# 关闭主引擎实现安全退出,避免出现内存中未入库数据的丢失
main_engine.close()
# Python程序的标准入口写法直接运行此脚本时会执行run_recorder函数
if __name__ == "__main__":
run_recorder()

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@@ -15,6 +15,7 @@ from vnpy.trader.engine import MainEngine, LogEngine
from vnpy.trader.object import ContractData from vnpy.trader.object import ContractData
from vnpy.trader.constant import Exchange, Product from vnpy.trader.constant import Exchange, Product
from vnpy.trader.event import EVENT_CONTRACT from vnpy.trader.event import EVENT_CONTRACT
<<<<<<< HEAD
# 加载VeighNa插件模块 # 加载VeighNa插件模块
from vnpy_ctp import CtpGateway from vnpy_ctp import CtpGateway
@@ -27,29 +28,71 @@ from vnpy_datarecorder.engine import EVENT_RECORDER_LOG
SETTINGS["log.active"] = True # 激活日志功能 SETTINGS["log.active"] = True # 激活日志功能
SETTINGS["log.level"] = INFO # 设置日志级别为INFO输出详细信息 SETTINGS["log.level"] = INFO # 设置日志级别为INFO输出详细信息
SETTINGS["log.console"] = True # 在控制台显示日志,方便实时查看 SETTINGS["log.console"] = True # 在控制台显示日志,方便实时查看
=======
# import pandas as pd
# 加载VeighNa插件模块,ctp和TTS平台不能同时选择否则会报4097错误
# from vnpy_ctp import CtpGateway
from vnpy_datarecorder import DataRecorderApp, RecorderEngine
from vnpy_datarecorder.engine import EVENT_RECORDER_LOG
from vnpy_tts import TtsGateway
# 开启日志记录功能
# 日志对于排查问题和监控系统运行状态非常重要
SETTINGS["log.active"] = True # 激活日志功能
SETTINGS["log.level"] = INFO # 设置日志级别为INFO输出详细信息
SETTINGS["log.console"] = True # 在控制台显示日志,方便实时查看
>>>>>>> 89b0c6f53b8dd82ee082bff30b568528d3804d48
# CTP接口登录信息 # CTP接口登录信息
# 以下使用的是SimNow模拟账户信息初学者可以在SimNow官网申请 # 以下使用的是SimNow模拟账户信息初学者可以在SimNow官网申请
<<<<<<< HEAD
=======
# SIMULATE_SERVER = {
# '电信1': {'BrokerID': 9999, 'TDServer': "180.168.146.187:10201", 'MDServer': '180.168.146.187:10211', 'AppID': 'simnow_client_test', 'AuthCode': '0000000000000000'},
# '电信2': {'BrokerID': 9999, 'TDServer': "180.168.146.187:10202", 'MDServer': '180.168.146.187:10212', 'AppID': 'simnow_client_test', 'AuthCode': '0000000000000000'},
# '移动': {'BrokerID': 9999, 'TDServer': "218.202.237.33:10203", 'MDServer': '218.202.237.33:10213', 'AppID': 'simnow_client_test', 'AuthCode': '0000000000000000'},
# 'TEST': {'BrokerID': 9999, 'TDServer': "180.168.146.187:10130", 'MDServer': '180.168.146.187:10131', 'AppID': 'simnow_client_test', 'AuthCode': '0000000000000000'},
# 'N视界': {'BrokerID': 10010, 'TDServer': "210.14.72.12:4600", 'MDServer': '210.14.72.12:4602', 'AppID': '', 'AuthCode': ''},
# }
>>>>>>> 89b0c6f53b8dd82ee082bff30b568528d3804d48
ctp_setting: dict[str, str] = { ctp_setting: dict[str, str] = {
"用户名": "209534", # SimNow账户名 "用户名": "135858", # SimNow账户名
"密码": "Vnpy@123456", # SimNow密码 "密码": "Zj1234!@#%", # SimNow密码
"经纪商代码": "9999", # SimNow经纪商代码固定为9999 "经纪商代码": "9999", # SimNow经纪商代码固定为9999
"交易服务器": "180.168.146.187:10201", # SimNow交易服务器地址和端口 "交易服务器": "180.168.146.187:10130", # SimNow交易服务器地址和端口
"行情服务器": "180.168.146.187:10211", # SimNow行情服务器地址和端口 "行情服务器": "180.168.146.187:10131", # SimNow行情服务器地址和端口
"产品名称": "simnow_client_test", # 产品名称,用于区分不同的客户端 "产品名称": "simnow_client_test", # 产品名称,用于区分不同的客户端
"授权编码": "0000000000000000", # 授权编码SimNow模拟账户使用默认值即可 "授权编码": "0000000000000000", # 授权编码SimNow模拟账户使用默认值即可
} }
<<<<<<< HEAD
# 要录制数据的交易所列表 # 要录制数据的交易所列表
# 可以根据需要取消注释来添加更多交易所 # 可以根据需要取消注释来添加更多交易所
recording_exchanges: list[Exchange] = [ recording_exchanges: list[Exchange] = [
Exchange.CFFEX, # 中国金融期货交易所 # Exchange.CFFEX, # 中国金融期货交易所
=======
# tts_setting: dict[str, str] = {
# "用户名": "1148",
# "密码": "123456",
# "经纪商代码": "",
# "交易服务器": "tcp://121.37.80.177:20002",
# "行情服务器": "tcp://121.37.80.177:20004",
# "产品名称": "",
# "授权编码": ""
# }
# 要录制数据的交易所列表
# 可以根据需要取消注释来添加更多交易所
recording_exchanges: list[Exchange] = [
# Exchange.CFFEX, # 中国金融期货交易所
>>>>>>> 89b0c6f53b8dd82ee082bff30b568528d3804d48
# Exchange.SHFE, # 上海期货交易所 # Exchange.SHFE, # 上海期货交易所
# Exchange.DCE, # 大连商品交易所 # Exchange.DCE, # 大连商品交易所
# Exchange.CZCE, # 郑州商品交易所 # Exchange.CZCE, # 郑州商品交易所
# Exchange.GFEX, # 广州期货交易所 Exchange.GFEX, # 广州期货交易所
# Exchange.INE, # 上海国际能源交易中心 # Exchange.INE, # 上海国际能源交易中心
] ]
@@ -57,11 +100,32 @@ recording_exchanges: list[Exchange] = [
# 要录制数据的品种类型 # 要录制数据的品种类型
# 可以根据需要取消注释来添加更多品种 # 可以根据需要取消注释来添加更多品种
recording_products: list[Product] = [ recording_products: list[Product] = [
<<<<<<< HEAD
Product.FUTURES, # 期货品种 Product.FUTURES, # 期货品种
=======
Product.FUTURES, # 期货品种
>>>>>>> 89b0c6f53b8dd82ee082bff30b568528d3804d48
# Product.OPTION, # 期权品种 # Product.OPTION, # 期权品种
] ]
<<<<<<< HEAD
=======
# 要录制的合约列表
# contacts_df = pd.read_csv(r'D:\Git_FNOS\Quant_Code\999.账户相关\simnow_trader\main_contacts.csv', header = 0, usecols= [16, 17],names=['主连代码', '品种代码'])
# print(contacts_df['主连代码'].tolist())
# recording_contracts: list[str] = contacts_df['主连代码'].tolist()
# recording_contracts: list[str] = [
# # "IF2503", # 沪深300指数期货
# # "IC2503", # 中证500指数期货
# # "IM2503", # 上证50指数期货
# # "IH2503", # 上证指数期货
# "TA2505", # 纯碱期货
# "SA2505", # 玻璃期货
# ]
>>>>>>> 89b0c6f53b8dd82ee082bff30b568528d3804d48
def run_recorder() -> None: def run_recorder() -> None:
""" """
运行行情录制程序 运行行情录制程序
@@ -79,7 +143,12 @@ def run_recorder() -> None:
main_engine: MainEngine = MainEngine(event_engine) main_engine: MainEngine = MainEngine(event_engine)
# 添加CTP接口连接到期货市场 # 添加CTP接口连接到期货市场
<<<<<<< HEAD
main_engine.add_gateway(CtpGateway) main_engine.add_gateway(CtpGateway)
=======
# main_engine.add_gateway(CtpGateway)
main_engine.add_gateway(TtsGateway)
>>>>>>> 89b0c6f53b8dd82ee082bff30b568528d3804d48
# 添加数据录制引擎用于录制Tick行情入库 # 添加数据录制引擎用于录制Tick行情入库
recorder_engine: RecorderEngine = main_engine.add_app(DataRecorderApp) recorder_engine: RecorderEngine = main_engine.add_app(DataRecorderApp)
@@ -100,13 +169,24 @@ def run_recorder() -> None:
# 判断合约是否符合录制条件 # 判断合约是否符合录制条件
if ( if (
<<<<<<< HEAD
contract.exchange in recording_exchanges # 检查合约所属交易所是否在预设列表中
and contract.product in recording_products # 检查合约品种类型是否在预设列表中
):
# 添加该合约的行情录制任务vt_symbol是VeighNa中的唯一标识符格式为"代码.交易所"
recorder_engine.add_tick_recording(contract.vt_symbol)
=======
contract.exchange contract.exchange
in recording_exchanges # 检查合约所属交易所是否在预设列表中 in recording_exchanges # 检查合约所属交易所是否在预设列表中
and contract.product and contract.product
in recording_products # 检查合约品种类型是否在预设列表中 in recording_products # 检查合约品种类型是否在预设列表中
# and contract.symbol
# in recording_contracts
): ):
# 添加该合约的行情录制任务vt_symbol是VeighNa中的唯一标识符格式为"代码.交易所" # 添加该合约的行情录制任务vt_symbol是VeighNa中的唯一标识符格式为"代码.交易所"
recorder_engine.add_tick_recording(contract.vt_symbol) recorder_engine.add_tick_recording(contract.vt_symbol)
print(contract.vt_symbol)
>>>>>>> 89b0c6f53b8dd82ee082bff30b568528d3804d48
# 注册合约事件处理函数当有新合约信息推送时会自动调用subscribe_data函数 # 注册合约事件处理函数当有新合约信息推送时会自动调用subscribe_data函数
event_engine.register(EVENT_CONTRACT, subscribe_data) event_engine.register(EVENT_CONTRACT, subscribe_data)
@@ -130,7 +210,12 @@ def run_recorder() -> None:
event_engine.register(EVENT_RECORDER_LOG, print_log) event_engine.register(EVENT_RECORDER_LOG, print_log)
# 连接CTP接口并登录第一个参数是接口设置第二个参数是接口名称 # 连接CTP接口并登录第一个参数是接口设置第二个参数是接口名称
<<<<<<< HEAD
main_engine.connect(ctp_setting, CtpGateway.default_name) main_engine.connect(ctp_setting, CtpGateway.default_name)
=======
# main_engine.connect(ctp_setting, CtpGateway.default_name)
main_engine.connect(tts_setting, TtsGateway.default_name)
>>>>>>> 89b0c6f53b8dd82ee082bff30b568528d3804d48
# 等待30秒CTP接口连接后需要一段时间来完成初始化 # 等待30秒CTP接口连接后需要一段时间来完成初始化
sleep(30) sleep(30)
@@ -144,4 +229,8 @@ def run_recorder() -> None:
# Python程序的标准入口写法直接运行此脚本时会执行run_recorder函数 # Python程序的标准入口写法直接运行此脚本时会执行run_recorder函数
if __name__ == "__main__": if __name__ == "__main__":
<<<<<<< HEAD
run_recorder() run_recorder()
=======
run_recorder()
>>>>>>> 89b0c6f53b8dd82ee082bff30b568528d3804d48

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@@ -1,9 +0,0 @@
price,Ask,Bid,symbol,datetime,delta,close,open,high,low,volume,dj,dayma,5_MA,10_MA,delta累计
"['1416.0', '1417.0', '1418.0']","[0, 1188, 770]","[127, 1378, 0]",SA505,2025-03-19 22:20:00,453.0,1417.0,1417.0,1418.0,1416.0,3463,0,1417.0,1417.0,1417.0,453.0
"['1417.0', '1418.0']","[336, 970]","[1302, 0]",SA505,2025-03-19 22:25:00,4.0,1417.0,1417.0,1418.0,1417.0,2608,0,1417.0,1417.0,1417.0,457.0
"['1415.0', '1416.0', '1417.0', '1418.0']","[0, 160, 229, 104]","[112, 1490, 947, 0]",SA505,2025-03-19 22:30:00,-2056.0,1416.0,1417.0,1418.0,1415.0,3042,0,1416.6666666666667,1416.6666666666667,1416.6666666666667,-1599.0
"['1416.0', '1417.0', '1418.0']","[0, 1234, 954]","[156, 1100, 0]",SA505,2025-03-19 22:35:00,932.0,1417.0,1416.0,1418.0,1416.0,3444,0,1416.75,1416.75,1416.75,-667.0
"['1415.0', '1416.0', '1417.0']","[0, 553, 12]","[1372, 699, 273]",SA505,2025-03-19 22:40:00,-1779.0,1416.0,1417.0,1417.0,1415.0,2909,0,1416.6,1416.6,1416.6,-2446.0
"['1415.0', '1416.0', '1417.0']","[0, 1079, 495]","[8, 500, 0]",SA505,2025-03-19 22:45:00,1066.0,1416.0,1416.0,1417.0,1415.0,2082,0,1416.5,1416.4,1416.5,-1380.0
"['1415.0', '1416.0', '1417.0']","[0, 922, 150]","[597, 1315, 0]",SA505,2025-03-19 22:50:00,-840.0,1417.0,1416.0,1417.0,1415.0,2984,0,1416.5714285714287,1416.4,1416.5714285714287,-2220.0
"['1416.0', '1417.0']","[0, 544]","[465, 0]",SA505,2025-03-19 22:55:00,79.0,1416.0,1417.0,1417.0,1416.0,1009,0,1416.5,1416.4,1416.5,-2141.0
1 price Ask Bid symbol datetime delta close open high low volume dj dayma 5_MA 10_MA delta累计
2 ['1416.0', '1417.0', '1418.0'] [0, 1188, 770] [127, 1378, 0] SA505 2025-03-19 22:20:00 453.0 1417.0 1417.0 1418.0 1416.0 3463 0 1417.0 1417.0 1417.0 453.0
3 ['1417.0', '1418.0'] [336, 970] [1302, 0] SA505 2025-03-19 22:25:00 4.0 1417.0 1417.0 1418.0 1417.0 2608 0 1417.0 1417.0 1417.0 457.0
4 ['1415.0', '1416.0', '1417.0', '1418.0'] [0, 160, 229, 104] [112, 1490, 947, 0] SA505 2025-03-19 22:30:00 -2056.0 1416.0 1417.0 1418.0 1415.0 3042 0 1416.6666666666667 1416.6666666666667 1416.6666666666667 -1599.0
5 ['1416.0', '1417.0', '1418.0'] [0, 1234, 954] [156, 1100, 0] SA505 2025-03-19 22:35:00 932.0 1417.0 1416.0 1418.0 1416.0 3444 0 1416.75 1416.75 1416.75 -667.0
6 ['1415.0', '1416.0', '1417.0'] [0, 553, 12] [1372, 699, 273] SA505 2025-03-19 22:40:00 -1779.0 1416.0 1417.0 1417.0 1415.0 2909 0 1416.6 1416.6 1416.6 -2446.0
7 ['1415.0', '1416.0', '1417.0'] [0, 1079, 495] [8, 500, 0] SA505 2025-03-19 22:45:00 1066.0 1416.0 1416.0 1417.0 1415.0 2082 0 1416.5 1416.4 1416.5 -1380.0
8 ['1415.0', '1416.0', '1417.0'] [0, 922, 150] [597, 1315, 0] SA505 2025-03-19 22:50:00 -840.0 1417.0 1416.0 1417.0 1415.0 2984 0 1416.5714285714287 1416.4 1416.5714285714287 -2220.0
9 ['1416.0', '1417.0'] [0, 544] [465, 0] SA505 2025-03-19 22:55:00 79.0 1416.0 1417.0 1417.0 1416.0 1009 0 1416.5 1416.4 1416.5 -2141.0

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@@ -1,33 +0,0 @@
price,Ask,Bid,symbol,datetime,delta,close,open,high,low,volume,dj,dayma,5_MA,10_MA,delta累计
"['20690.0', '20695.0', '20700.0', '20705.0']","[0, 60, 226, 241]","[28, 109, 155, 82]",al2505,2025-03-19 22:20:00,153.0,20705.0,20695.0,20705.0,20690.0,907,0,20705.0,20705.0,20705.0,153.0
"['20700.0', '20705.0', '20710.0', '20715.0']","[0, 127, 480, 208]","[12, 184, 397, 11]",al2505,2025-03-19 22:25:00,211.0,20710.0,20700.0,20715.0,20700.0,1513,0,20707.5,20707.5,20707.5,364.0
"['20700.0', '20705.0', '20710.0', '20715.0']","[70, 71, 341, 12]","[104, 182, 135, 0]",al2505,2025-03-19 22:30:00,73.0,20705.0,20715.0,20715.0,20700.0,936,0,20706.666666666668,20706.666666666668,20706.666666666668,437.0
"['20700.0', '20705.0', '20710.0', '20715.0']","[0, 26, 414, 67]","[25, 71, 211, 0]",al2505,2025-03-19 22:35:00,200.0,20715.0,20705.0,20715.0,20700.0,858,0,20708.75,20708.75,20708.75,637.0
"['20705.0', '20710.0', '20715.0']","[0, 256, 32]","[184, 79, 0]",al2505,2025-03-19 22:40:00,25.0,20715.0,20715.0,20715.0,20705.0,551,0,20710.0,20710.0,20710.0,662.0
"['20710.0', '20715.0', '20720.0', '20725.0']","[0, 175, 467, 331]","[46, 365, 138, 13]",al2505,2025-03-19 22:45:00,411.0,20715.0,20710.0,20725.0,20710.0,1554,0,20710.833333333332,20712.0,20710.833333333332,1073.0
"['20700.0', '20705.0', '20710.0', '20715.0', '20720.0']","[38, 50, 216, 13, 14]","[269, 100, 252, 39, 0]",al2505,2025-03-19 22:50:00,-329.0,20705.0,20720.0,20720.0,20700.0,996,0,20710.0,20711.0,20710.0,744.0
"['20705.0', '20710.0', '20715.0']","[34, 75, 1]","[142, 36, 0]",al2505,2025-03-19 22:55:00,-68.0,20715.0,20710.0,20715.0,20705.0,334,0,20710.625,20713.0,20710.625,676.0
"['20700.0', '20705.0', '20710.0', '20715.0']","[0, 96, 99, 1]","[67, 277, 263, 0]",al2505,2025-03-19 23:00:00,-411.0,20700.0,20710.0,20715.0,20700.0,815,0,20709.444444444445,20710.0,20709.444444444445,265.0
"['20700.0', '20705.0', '20710.0', '20715.0']","[0, 51, 73, 64]","[40, 1, 86, 0]",al2505,2025-03-19 23:05:00,61.0,20710.0,20705.0,20715.0,20700.0,318,0,20709.5,20709.0,20709.5,326.0
"['20710.0', '20715.0', '20720.0', '20725.0']","[0, 186, 254, 210]","[39, 23, 12, 50]",al2505,2025-03-19 23:10:00,526.0,20725.0,20710.0,20725.0,20710.0,775,1,20710.909090909092,20711.0,20711.5,852.0
"['20710.0', '20715.0', '20720.0', '20725.0']","[0, 36, 166, 34]","[26, 389, 206, 0]",al2505,2025-03-19 23:15:00,-385.0,20710.0,20725.0,20725.0,20710.0,865,0,20710.833333333332,20712.0,20711.5,467.0
"['20705.0', '20710.0', '20715.0']","[28, 63, 20]","[225, 153, 0]",al2505,2025-03-19 23:20:00,-267.0,20705.0,20710.0,20715.0,20705.0,495,0,20710.384615384617,20710.0,20711.5,200.0
"['20705.0', '20710.0', '20715.0', '20720.0']","[0, 82, 427, 3]","[3, 84, 133, 0]",al2505,2025-03-19 23:25:00,292.0,20715.0,20705.0,20720.0,20705.0,750,0,20710.714285714286,20713.0,20711.5,492.0
"['20710.0', '20715.0']","[0, 49]","[106, 55]",al2505,2025-03-19 23:30:00,-112.0,20715.0,20715.0,20715.0,20710.0,210,0,20711.0,20714.0,20711.5,380.0
"['20710.0', '20715.0', '20720.0', '20725.0']","[0, 182, 245, 2]","[3, 60, 103, 0]",al2505,2025-03-19 23:35:00,263.0,20720.0,20710.0,20725.0,20710.0,614,0,20711.5625,20713.0,20712.0,643.0
"['20715.0', '20720.0']","[7, 156]","[61, 88]",al2505,2025-03-19 23:40:00,14.0,20720.0,20720.0,20720.0,20715.0,316,0,20712.058823529413,20715.0,20713.5,657.0
"['20710.0', '20715.0', '20720.0']","[0, 27, 15]","[3, 102, 4]",al2505,2025-03-19 23:45:00,-67.0,20715.0,20720.0,20720.0,20710.0,159,0,20712.222222222223,20717.0,20713.5,590.0
"['20710.0', '20715.0', '20720.0']","[0, 150, 3]","[95, 8, 0]",al2505,2025-03-19 23:50:00,50.0,20720.0,20715.0,20720.0,20710.0,256,0,20712.63157894737,20718.0,20715.5,640.0
"['20710.0', '20715.0', '20720.0']","[0, 3, 123]","[20, 116, 21]",al2505,2025-03-19 23:55:00,-31.0,20710.0,20720.0,20720.0,20710.0,294,0,20712.5,20717.0,20715.5,609.0
"['20705.0', '20710.0']","[0, 63]","[25, 92]",al2505,2025-03-20 00:00:00,-54.0,20705.0,20710.0,20710.0,20705.0,187,0,20712.14285714286,20714.0,20713.5,555.0
"['20705.0', '20710.0', '20715.0', '20720.0']","[0, 20, 74, 2]","[1, 2, 9, 0]",al2505,2025-03-20 00:05:00,84.0,20715.0,20705.0,20720.0,20705.0,116,0,20712.272727272728,20713.0,20714.0,639.0
"['20720.0', '20725.0', '20730.0', '20735.0']","[163, 96, 156, 20]","[13, 0, 45, 0]",al2505,2025-03-20 00:10:00,377.0,20730.0,20720.0,20735.0,20720.0,500,0,20713.043478260868,20716.0,20716.5,1016.0
"['20725.0', '20730.0', '20735.0']","[0, 103, 59]","[25, 27, 0]",al2505,2025-03-20 00:15:00,110.0,20730.0,20730.0,20735.0,20725.0,214,0,20713.75,20718.0,20718.0,1126.0
"['20725.0', '20730.0', '20735.0']","[0, 30, 30]","[10, 118, 0]",al2505,2025-03-20 00:20:00,-68.0,20725.0,20735.0,20735.0,20725.0,188,0,20714.2,20721.0,20719.0,1058.0
"['20725.0', '20730.0']","[0, 26]","[4, 0]",al2505,2025-03-20 00:25:00,22.0,20725.0,20730.0,20730.0,20725.0,30,0,20714.615384615383,20725.0,20719.5,1080.0
"['20720.0', '20725.0', '20730.0']","[0, 1, 70]","[1, 170, 75]",al2505,2025-03-20 00:30:00,-175.0,20720.0,20725.0,20730.0,20720.0,338,0,20714.814814814814,20726.0,20719.5,905.0
"['20710.0', '20715.0', '20720.0', '20725.0']","[0, 23, 76, 11]","[2, 113, 103, 0]",al2505,2025-03-20 00:35:00,-108.0,20715.0,20720.0,20725.0,20710.0,363,0,20714.821428571428,20723.0,20719.5,797.0
"['20710.0', '20715.0', '20720.0']","[0, 172, 46]","[83, 123, 0]",al2505,2025-03-20 00:40:00,12.0,20720.0,20715.0,20720.0,20710.0,428,0,20715.0,20721.0,20719.5,809.0
"['20710.0', '20715.0', '20720.0']","[0, 10, 25]","[29, 99, 0]",al2505,2025-03-20 00:45:00,-93.0,20720.0,20720.0,20720.0,20710.0,175,0,20715.166666666668,20720.0,20720.5,716.0
"['20710.0', '20715.0']","[0, 83]","[15, 111]",al2505,2025-03-20 00:50:00,-43.0,20710.0,20715.0,20715.0,20710.0,213,0,20715.0,20717.0,20721.0,673.0
"['20710.0', '20715.0']","[0, 2]","[31, 7]",al2505,2025-03-20 00:55:00,-36.0,20715.0,20710.0,20715.0,20710.0,42,0,20715.0,20716.0,20721.0,637.0
1 price Ask Bid symbol datetime delta close open high low volume dj dayma 5_MA 10_MA delta累计
2 ['20690.0', '20695.0', '20700.0', '20705.0'] [0, 60, 226, 241] [28, 109, 155, 82] al2505 2025-03-19 22:20:00 153.0 20705.0 20695.0 20705.0 20690.0 907 0 20705.0 20705.0 20705.0 153.0
3 ['20700.0', '20705.0', '20710.0', '20715.0'] [0, 127, 480, 208] [12, 184, 397, 11] al2505 2025-03-19 22:25:00 211.0 20710.0 20700.0 20715.0 20700.0 1513 0 20707.5 20707.5 20707.5 364.0
4 ['20700.0', '20705.0', '20710.0', '20715.0'] [70, 71, 341, 12] [104, 182, 135, 0] al2505 2025-03-19 22:30:00 73.0 20705.0 20715.0 20715.0 20700.0 936 0 20706.666666666668 20706.666666666668 20706.666666666668 437.0
5 ['20700.0', '20705.0', '20710.0', '20715.0'] [0, 26, 414, 67] [25, 71, 211, 0] al2505 2025-03-19 22:35:00 200.0 20715.0 20705.0 20715.0 20700.0 858 0 20708.75 20708.75 20708.75 637.0
6 ['20705.0', '20710.0', '20715.0'] [0, 256, 32] [184, 79, 0] al2505 2025-03-19 22:40:00 25.0 20715.0 20715.0 20715.0 20705.0 551 0 20710.0 20710.0 20710.0 662.0
7 ['20710.0', '20715.0', '20720.0', '20725.0'] [0, 175, 467, 331] [46, 365, 138, 13] al2505 2025-03-19 22:45:00 411.0 20715.0 20710.0 20725.0 20710.0 1554 0 20710.833333333332 20712.0 20710.833333333332 1073.0
8 ['20700.0', '20705.0', '20710.0', '20715.0', '20720.0'] [38, 50, 216, 13, 14] [269, 100, 252, 39, 0] al2505 2025-03-19 22:50:00 -329.0 20705.0 20720.0 20720.0 20700.0 996 0 20710.0 20711.0 20710.0 744.0
9 ['20705.0', '20710.0', '20715.0'] [34, 75, 1] [142, 36, 0] al2505 2025-03-19 22:55:00 -68.0 20715.0 20710.0 20715.0 20705.0 334 0 20710.625 20713.0 20710.625 676.0
10 ['20700.0', '20705.0', '20710.0', '20715.0'] [0, 96, 99, 1] [67, 277, 263, 0] al2505 2025-03-19 23:00:00 -411.0 20700.0 20710.0 20715.0 20700.0 815 0 20709.444444444445 20710.0 20709.444444444445 265.0
11 ['20700.0', '20705.0', '20710.0', '20715.0'] [0, 51, 73, 64] [40, 1, 86, 0] al2505 2025-03-19 23:05:00 61.0 20710.0 20705.0 20715.0 20700.0 318 0 20709.5 20709.0 20709.5 326.0
12 ['20710.0', '20715.0', '20720.0', '20725.0'] [0, 186, 254, 210] [39, 23, 12, 50] al2505 2025-03-19 23:10:00 526.0 20725.0 20710.0 20725.0 20710.0 775 1 20710.909090909092 20711.0 20711.5 852.0
13 ['20710.0', '20715.0', '20720.0', '20725.0'] [0, 36, 166, 34] [26, 389, 206, 0] al2505 2025-03-19 23:15:00 -385.0 20710.0 20725.0 20725.0 20710.0 865 0 20710.833333333332 20712.0 20711.5 467.0
14 ['20705.0', '20710.0', '20715.0'] [28, 63, 20] [225, 153, 0] al2505 2025-03-19 23:20:00 -267.0 20705.0 20710.0 20715.0 20705.0 495 0 20710.384615384617 20710.0 20711.5 200.0
15 ['20705.0', '20710.0', '20715.0', '20720.0'] [0, 82, 427, 3] [3, 84, 133, 0] al2505 2025-03-19 23:25:00 292.0 20715.0 20705.0 20720.0 20705.0 750 0 20710.714285714286 20713.0 20711.5 492.0
16 ['20710.0', '20715.0'] [0, 49] [106, 55] al2505 2025-03-19 23:30:00 -112.0 20715.0 20715.0 20715.0 20710.0 210 0 20711.0 20714.0 20711.5 380.0
17 ['20710.0', '20715.0', '20720.0', '20725.0'] [0, 182, 245, 2] [3, 60, 103, 0] al2505 2025-03-19 23:35:00 263.0 20720.0 20710.0 20725.0 20710.0 614 0 20711.5625 20713.0 20712.0 643.0
18 ['20715.0', '20720.0'] [7, 156] [61, 88] al2505 2025-03-19 23:40:00 14.0 20720.0 20720.0 20720.0 20715.0 316 0 20712.058823529413 20715.0 20713.5 657.0
19 ['20710.0', '20715.0', '20720.0'] [0, 27, 15] [3, 102, 4] al2505 2025-03-19 23:45:00 -67.0 20715.0 20720.0 20720.0 20710.0 159 0 20712.222222222223 20717.0 20713.5 590.0
20 ['20710.0', '20715.0', '20720.0'] [0, 150, 3] [95, 8, 0] al2505 2025-03-19 23:50:00 50.0 20720.0 20715.0 20720.0 20710.0 256 0 20712.63157894737 20718.0 20715.5 640.0
21 ['20710.0', '20715.0', '20720.0'] [0, 3, 123] [20, 116, 21] al2505 2025-03-19 23:55:00 -31.0 20710.0 20720.0 20720.0 20710.0 294 0 20712.5 20717.0 20715.5 609.0
22 ['20705.0', '20710.0'] [0, 63] [25, 92] al2505 2025-03-20 00:00:00 -54.0 20705.0 20710.0 20710.0 20705.0 187 0 20712.14285714286 20714.0 20713.5 555.0
23 ['20705.0', '20710.0', '20715.0', '20720.0'] [0, 20, 74, 2] [1, 2, 9, 0] al2505 2025-03-20 00:05:00 84.0 20715.0 20705.0 20720.0 20705.0 116 0 20712.272727272728 20713.0 20714.0 639.0
24 ['20720.0', '20725.0', '20730.0', '20735.0'] [163, 96, 156, 20] [13, 0, 45, 0] al2505 2025-03-20 00:10:00 377.0 20730.0 20720.0 20735.0 20720.0 500 0 20713.043478260868 20716.0 20716.5 1016.0
25 ['20725.0', '20730.0', '20735.0'] [0, 103, 59] [25, 27, 0] al2505 2025-03-20 00:15:00 110.0 20730.0 20730.0 20735.0 20725.0 214 0 20713.75 20718.0 20718.0 1126.0
26 ['20725.0', '20730.0', '20735.0'] [0, 30, 30] [10, 118, 0] al2505 2025-03-20 00:20:00 -68.0 20725.0 20735.0 20735.0 20725.0 188 0 20714.2 20721.0 20719.0 1058.0
27 ['20725.0', '20730.0'] [0, 26] [4, 0] al2505 2025-03-20 00:25:00 22.0 20725.0 20730.0 20730.0 20725.0 30 0 20714.615384615383 20725.0 20719.5 1080.0
28 ['20720.0', '20725.0', '20730.0'] [0, 1, 70] [1, 170, 75] al2505 2025-03-20 00:30:00 -175.0 20720.0 20725.0 20730.0 20720.0 338 0 20714.814814814814 20726.0 20719.5 905.0
29 ['20710.0', '20715.0', '20720.0', '20725.0'] [0, 23, 76, 11] [2, 113, 103, 0] al2505 2025-03-20 00:35:00 -108.0 20715.0 20720.0 20725.0 20710.0 363 0 20714.821428571428 20723.0 20719.5 797.0
30 ['20710.0', '20715.0', '20720.0'] [0, 172, 46] [83, 123, 0] al2505 2025-03-20 00:40:00 12.0 20720.0 20715.0 20720.0 20710.0 428 0 20715.0 20721.0 20719.5 809.0
31 ['20710.0', '20715.0', '20720.0'] [0, 10, 25] [29, 99, 0] al2505 2025-03-20 00:45:00 -93.0 20720.0 20720.0 20720.0 20710.0 175 0 20715.166666666668 20720.0 20720.5 716.0
32 ['20710.0', '20715.0'] [0, 83] [15, 111] al2505 2025-03-20 00:50:00 -43.0 20710.0 20715.0 20715.0 20710.0 213 0 20715.0 20717.0 20721.0 673.0
33 ['20710.0', '20715.0'] [0, 2] [31, 7] al2505 2025-03-20 00:55:00 -36.0 20715.0 20710.0 20715.0 20710.0 42 0 20715.0 20716.0 20721.0 637.0

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@@ -1,33 +0,0 @@
price,Ask,Bid,symbol,datetime,delta,close,open,high,low,volume,dj,dayma,5_MA,10_MA,delta累计
"['2976.0', '2977.0', '2978.0', '2979.0', '2980.0', '2981.0', '2982.0', '2983.0', '2984.0', '2985.0']","[0, 159, 222, 186, 250, 221, 291, 289, 173, 283]","[158, 789, 493, 433, 355, 70, 297, 41, 90, 0]",ao2505,2025-03-19 22:20:00,-652.0,2984.0,2981.0,2985.0,2976.0,4850,0,2984.0,2984.0,2984.0,-652.0
"['2977.0', '2978.0', '2979.0', '2980.0', '2981.0', '2982.0', '2983.0', '2984.0', '2985.0']","[0, 36, 117, 25, 266, 84, 95, 265, 303]","[145, 443, 116, 246, 219, 183, 236, 274, 40]",ao2505,2025-03-19 22:25:00,-711.0,2978.0,2984.0,2985.0,2977.0,3100,-1,2981.0,2981.0,2981.0,-1363.0
"['2971.0', '2972.0', '2973.0', '2974.0', '2975.0', '2976.0', '2977.0', '2978.0', '2979.0', '2980.0']","[0, 450, 869, 668, 426, 87, 33, 55, 112, 49]","[305, 886, 1013, 446, 92, 144, 214, 61, 138, 0]",ao2505,2025-03-19 22:30:00,-550.0,2974.0,2979.0,2980.0,2971.0,6192,0,2978.6666666666665,2978.6666666666665,2978.6666666666665,-1913.0
"['2970.0', '2971.0', '2972.0', '2973.0', '2974.0', '2975.0', '2976.0', '2977.0']","[0, 56, 429, 218, 263, 280, 402, 165]","[28, 374, 653, 371, 381, 120, 159, 0]",ao2505,2025-03-19 22:35:00,-273.0,2973.0,2975.0,2977.0,2970.0,4105,0,2977.25,2977.25,2977.25,-2186.0
"['2973.0', '2974.0', '2975.0']","[0, 512, 604]","[597, 139, 0]",ao2505,2025-03-19 22:40:00,380.0,2975.0,2974.0,2975.0,2973.0,1852,0,2976.8,2976.8,2976.8,-1806.0
"['2975.0', '2976.0', '2977.0', '2978.0', '2979.0', '2980.0', '2981.0', '2982.0', '2983.0']","[113, 156, 217, 636, 325, 404, 366, 256, 457]","[2, 114, 373, 303, 225, 222, 114, 323, 85]",ao2505,2025-03-19 22:45:00,1169.0,2978.0,2975.0,2983.0,2975.0,4741,0,2977.0,2975.6,2977.0,-637.0
"['2977.0', '2978.0', '2979.0', '2980.0']","[0, 65, 354, 48]","[18, 673, 42, 0]",ao2505,2025-03-19 22:50:00,-266.0,2979.0,2979.0,2980.0,2977.0,1200,0,2977.285714285714,2975.8,2977.285714285714,-903.0
"['2979.0', '2980.0', '2981.0', '2982.0', '2983.0']","[0, 114, 136, 331, 310]","[16, 53, 304, 240, 0]",ao2505,2025-03-19 22:55:00,278.0,2980.0,2979.0,2983.0,2979.0,1519,0,2977.625,2977.0,2977.625,-625.0
"['2977.0', '2978.0', '2979.0', '2980.0', '2981.0', '2982.0', '2983.0']","[0, 161, 180, 23, 74, 239, 67]","[108, 483, 190, 233, 224, 201, 0]",ao2505,2025-03-19 23:00:00,-695.0,2979.0,2981.0,2983.0,2977.0,2189,0,2977.777777777778,2978.2,2977.777777777778,-1320.0
"['2978.0', '2979.0', '2980.0', '2981.0', '2982.0', '2983.0', '2984.0', '2985.0', '2986.0', '2987.0', '2988.0']","[0, 78, 1, 120, 245, 208, 358, 363, 780, 375, 228]","[2, 165, 27, 144, 110, 156, 153, 431, 131, 368, 0]",ao2505,2025-03-19 23:05:00,1069.0,2984.0,2979.0,2988.0,2978.0,4458,0,2978.4,2980.0,2978.4,-251.0
"['2983.0', '2984.0', '2985.0']","[42, 353, 89]","[252, 116, 0]",ao2505,2025-03-19 23:10:00,116.0,2985.0,2984.0,2985.0,2983.0,852,0,2979.0,2981.4,2978.5,-135.0
"['2983.0', '2984.0', '2985.0']","[0, 152, 135]","[50, 274, 0]",ao2505,2025-03-19 23:15:00,-37.0,2984.0,2985.0,2985.0,2983.0,611,0,2979.4166666666665,2982.4,2979.1,-172.0
"['2980.0', '2981.0', '2982.0', '2983.0', '2984.0', '2985.0']","[18, 107, 49, 4, 32, 30]","[154, 335, 194, 168, 198, 0]",ao2505,2025-03-19 23:20:00,-809.0,2980.0,2984.0,2985.0,2980.0,1300,-2,2979.4615384615386,2982.4,2979.7,-981.0
"['2980.0', '2981.0', '2982.0']","[12, 234, 184]","[127, 143, 0]",ao2505,2025-03-19 23:25:00,160.0,2981.0,2980.0,2982.0,2980.0,702,0,2979.5714285714284,2982.8,2980.5,-821.0
"['2979.0', '2980.0', '2981.0']","[57, 233, 46]","[324, 189, 0]",ao2505,2025-03-19 23:30:00,-177.0,2981.0,2980.0,2981.0,2979.0,852,0,2979.6666666666665,2982.2,2981.1,-998.0
"['2979.0', '2980.0', '2981.0', '2982.0']","[0, 28, 117, 136]","[11, 173, 88, 2]",ao2505,2025-03-19 23:35:00,7.0,2980.0,2980.0,2982.0,2979.0,562,0,2979.6875,2981.2,2981.3,-991.0
"['2980.0', '2981.0', '2982.0']","[0, 74, 100]","[26, 87, 0]",ao2505,2025-03-19 23:40:00,61.0,2981.0,2980.0,2982.0,2980.0,287,0,2979.764705882353,2980.6,2981.5,-930.0
"['2979.0', '2980.0', '2981.0', '2982.0']","[0, 0, 19, 40]","[122, 147, 68, 30]",ao2505,2025-03-19 23:45:00,-308.0,2979.0,2980.0,2982.0,2979.0,433,0,2979.722222222222,2980.4,2981.4,-1238.0
"['2978.0', '2979.0', '2980.0', '2981.0']","[0, 202, 79, 1]","[256, 117, 26, 0]",ao2505,2025-03-19 23:50:00,-117.0,2980.0,2979.0,2981.0,2978.0,688,0,2979.7368421052633,2980.2,2981.5,-1355.0
"['2979.0', '2980.0', '2981.0']","[0, 66, 28]","[61, 31, 0]",ao2505,2025-03-19 23:55:00,2.0,2981.0,2979.0,2981.0,2979.0,193,0,2979.8,2980.2,2981.2,-1353.0
"['2979.0', '2980.0', '2981.0']","[0, 125, 22]","[92, 109, 0]",ao2505,2025-03-20 00:00:00,-54.0,2981.0,2980.0,2981.0,2979.0,349,0,2979.8571428571427,2980.4,2980.8,-1407.0
"['2980.0', '2981.0', '2982.0']","[0, 71, 47]","[62, 57, 0]",ao2505,2025-03-20 00:05:00,-1.0,2981.0,2980.0,2982.0,2980.0,237,0,2979.909090909091,2980.4,2980.5,-1408.0
"['2979.0', '2980.0', '2981.0']","[0, 77, 7]","[28, 73, 0]",ao2505,2025-03-20 00:10:00,-17.0,2980.0,2981.0,2981.0,2979.0,192,0,2979.913043478261,2980.6,2980.5,-1425.0
"['2979.0', '2980.0', '2981.0']","[0, 84, 12]","[21, 9, 0]",ao2505,2025-03-20 00:15:00,66.0,2981.0,2979.0,2981.0,2979.0,127,0,2979.9583333333335,2980.8,2980.5,-1359.0
"['2980.0', '2981.0']","[1, 47]","[57, 0]",ao2505,2025-03-20 00:20:00,-9.0,2981.0,2981.0,2981.0,2980.0,119,0,2980.0,2980.8,2980.5,-1368.0
"['2979.0', '2980.0']","[23, 63]","[193, 6]",ao2505,2025-03-20 00:25:00,-113.0,2980.0,2980.0,2980.0,2979.0,289,0,2980.0,2980.6,2980.5,-1481.0
"['2979.0', '2980.0', '2981.0']","[46, 63, 50]","[81, 69, 0]",ao2505,2025-03-20 00:30:00,9.0,2980.0,2980.0,2981.0,2979.0,312,0,2980.0,2980.4,2980.4,-1472.0
"['2976.0', '2977.0', '2978.0', '2979.0', '2980.0', '2981.0']","[78, 0, 31, 4, 54, 121]","[178, 135, 38, 91, 88, 0]",ao2505,2025-03-20 00:35:00,-242.0,2976.0,2981.0,2981.0,2976.0,819,-1,2979.8571428571427,2979.6,2980.1,-1714.0
"['2977.0', '2978.0', '2979.0']","[0, 50, 34]","[78, 12, 0]",ao2505,2025-03-20 00:40:00,-6.0,2979.0,2977.0,2979.0,2977.0,176,0,2979.8275862068967,2979.2,2980.0,-1720.0
"['2976.0', '2977.0', '2978.0']","[0, 76, 12]","[7, 89, 24]",ao2505,2025-03-20 00:45:00,-32.0,2977.0,2978.0,2978.0,2976.0,215,0,2979.733333333333,2978.4,2979.6,-1752.0
"['2975.0', '2976.0', '2977.0']","[0, 140, 75]","[216, 217, 30]",ao2505,2025-03-20 00:50:00,-248.0,2975.0,2977.0,2977.0,2975.0,683,0,2979.5806451612902,2977.4,2979.0,-2000.0
"['2975.0', '2976.0']","[0, 16]","[3, 0]",ao2505,2025-03-20 00:55:00,13.0,2976.0,2975.0,2976.0,2975.0,19,0,2979.46875,2976.6,2978.5,-1987.0
1 price Ask Bid symbol datetime delta close open high low volume dj dayma 5_MA 10_MA delta累计
2 ['2976.0', '2977.0', '2978.0', '2979.0', '2980.0', '2981.0', '2982.0', '2983.0', '2984.0', '2985.0'] [0, 159, 222, 186, 250, 221, 291, 289, 173, 283] [158, 789, 493, 433, 355, 70, 297, 41, 90, 0] ao2505 2025-03-19 22:20:00 -652.0 2984.0 2981.0 2985.0 2976.0 4850 0 2984.0 2984.0 2984.0 -652.0
3 ['2977.0', '2978.0', '2979.0', '2980.0', '2981.0', '2982.0', '2983.0', '2984.0', '2985.0'] [0, 36, 117, 25, 266, 84, 95, 265, 303] [145, 443, 116, 246, 219, 183, 236, 274, 40] ao2505 2025-03-19 22:25:00 -711.0 2978.0 2984.0 2985.0 2977.0 3100 -1 2981.0 2981.0 2981.0 -1363.0
4 ['2971.0', '2972.0', '2973.0', '2974.0', '2975.0', '2976.0', '2977.0', '2978.0', '2979.0', '2980.0'] [0, 450, 869, 668, 426, 87, 33, 55, 112, 49] [305, 886, 1013, 446, 92, 144, 214, 61, 138, 0] ao2505 2025-03-19 22:30:00 -550.0 2974.0 2979.0 2980.0 2971.0 6192 0 2978.6666666666665 2978.6666666666665 2978.6666666666665 -1913.0
5 ['2970.0', '2971.0', '2972.0', '2973.0', '2974.0', '2975.0', '2976.0', '2977.0'] [0, 56, 429, 218, 263, 280, 402, 165] [28, 374, 653, 371, 381, 120, 159, 0] ao2505 2025-03-19 22:35:00 -273.0 2973.0 2975.0 2977.0 2970.0 4105 0 2977.25 2977.25 2977.25 -2186.0
6 ['2973.0', '2974.0', '2975.0'] [0, 512, 604] [597, 139, 0] ao2505 2025-03-19 22:40:00 380.0 2975.0 2974.0 2975.0 2973.0 1852 0 2976.8 2976.8 2976.8 -1806.0
7 ['2975.0', '2976.0', '2977.0', '2978.0', '2979.0', '2980.0', '2981.0', '2982.0', '2983.0'] [113, 156, 217, 636, 325, 404, 366, 256, 457] [2, 114, 373, 303, 225, 222, 114, 323, 85] ao2505 2025-03-19 22:45:00 1169.0 2978.0 2975.0 2983.0 2975.0 4741 0 2977.0 2975.6 2977.0 -637.0
8 ['2977.0', '2978.0', '2979.0', '2980.0'] [0, 65, 354, 48] [18, 673, 42, 0] ao2505 2025-03-19 22:50:00 -266.0 2979.0 2979.0 2980.0 2977.0 1200 0 2977.285714285714 2975.8 2977.285714285714 -903.0
9 ['2979.0', '2980.0', '2981.0', '2982.0', '2983.0'] [0, 114, 136, 331, 310] [16, 53, 304, 240, 0] ao2505 2025-03-19 22:55:00 278.0 2980.0 2979.0 2983.0 2979.0 1519 0 2977.625 2977.0 2977.625 -625.0
10 ['2977.0', '2978.0', '2979.0', '2980.0', '2981.0', '2982.0', '2983.0'] [0, 161, 180, 23, 74, 239, 67] [108, 483, 190, 233, 224, 201, 0] ao2505 2025-03-19 23:00:00 -695.0 2979.0 2981.0 2983.0 2977.0 2189 0 2977.777777777778 2978.2 2977.777777777778 -1320.0
11 ['2978.0', '2979.0', '2980.0', '2981.0', '2982.0', '2983.0', '2984.0', '2985.0', '2986.0', '2987.0', '2988.0'] [0, 78, 1, 120, 245, 208, 358, 363, 780, 375, 228] [2, 165, 27, 144, 110, 156, 153, 431, 131, 368, 0] ao2505 2025-03-19 23:05:00 1069.0 2984.0 2979.0 2988.0 2978.0 4458 0 2978.4 2980.0 2978.4 -251.0
12 ['2983.0', '2984.0', '2985.0'] [42, 353, 89] [252, 116, 0] ao2505 2025-03-19 23:10:00 116.0 2985.0 2984.0 2985.0 2983.0 852 0 2979.0 2981.4 2978.5 -135.0
13 ['2983.0', '2984.0', '2985.0'] [0, 152, 135] [50, 274, 0] ao2505 2025-03-19 23:15:00 -37.0 2984.0 2985.0 2985.0 2983.0 611 0 2979.4166666666665 2982.4 2979.1 -172.0
14 ['2980.0', '2981.0', '2982.0', '2983.0', '2984.0', '2985.0'] [18, 107, 49, 4, 32, 30] [154, 335, 194, 168, 198, 0] ao2505 2025-03-19 23:20:00 -809.0 2980.0 2984.0 2985.0 2980.0 1300 -2 2979.4615384615386 2982.4 2979.7 -981.0
15 ['2980.0', '2981.0', '2982.0'] [12, 234, 184] [127, 143, 0] ao2505 2025-03-19 23:25:00 160.0 2981.0 2980.0 2982.0 2980.0 702 0 2979.5714285714284 2982.8 2980.5 -821.0
16 ['2979.0', '2980.0', '2981.0'] [57, 233, 46] [324, 189, 0] ao2505 2025-03-19 23:30:00 -177.0 2981.0 2980.0 2981.0 2979.0 852 0 2979.6666666666665 2982.2 2981.1 -998.0
17 ['2979.0', '2980.0', '2981.0', '2982.0'] [0, 28, 117, 136] [11, 173, 88, 2] ao2505 2025-03-19 23:35:00 7.0 2980.0 2980.0 2982.0 2979.0 562 0 2979.6875 2981.2 2981.3 -991.0
18 ['2980.0', '2981.0', '2982.0'] [0, 74, 100] [26, 87, 0] ao2505 2025-03-19 23:40:00 61.0 2981.0 2980.0 2982.0 2980.0 287 0 2979.764705882353 2980.6 2981.5 -930.0
19 ['2979.0', '2980.0', '2981.0', '2982.0'] [0, 0, 19, 40] [122, 147, 68, 30] ao2505 2025-03-19 23:45:00 -308.0 2979.0 2980.0 2982.0 2979.0 433 0 2979.722222222222 2980.4 2981.4 -1238.0
20 ['2978.0', '2979.0', '2980.0', '2981.0'] [0, 202, 79, 1] [256, 117, 26, 0] ao2505 2025-03-19 23:50:00 -117.0 2980.0 2979.0 2981.0 2978.0 688 0 2979.7368421052633 2980.2 2981.5 -1355.0
21 ['2979.0', '2980.0', '2981.0'] [0, 66, 28] [61, 31, 0] ao2505 2025-03-19 23:55:00 2.0 2981.0 2979.0 2981.0 2979.0 193 0 2979.8 2980.2 2981.2 -1353.0
22 ['2979.0', '2980.0', '2981.0'] [0, 125, 22] [92, 109, 0] ao2505 2025-03-20 00:00:00 -54.0 2981.0 2980.0 2981.0 2979.0 349 0 2979.8571428571427 2980.4 2980.8 -1407.0
23 ['2980.0', '2981.0', '2982.0'] [0, 71, 47] [62, 57, 0] ao2505 2025-03-20 00:05:00 -1.0 2981.0 2980.0 2982.0 2980.0 237 0 2979.909090909091 2980.4 2980.5 -1408.0
24 ['2979.0', '2980.0', '2981.0'] [0, 77, 7] [28, 73, 0] ao2505 2025-03-20 00:10:00 -17.0 2980.0 2981.0 2981.0 2979.0 192 0 2979.913043478261 2980.6 2980.5 -1425.0
25 ['2979.0', '2980.0', '2981.0'] [0, 84, 12] [21, 9, 0] ao2505 2025-03-20 00:15:00 66.0 2981.0 2979.0 2981.0 2979.0 127 0 2979.9583333333335 2980.8 2980.5 -1359.0
26 ['2980.0', '2981.0'] [1, 47] [57, 0] ao2505 2025-03-20 00:20:00 -9.0 2981.0 2981.0 2981.0 2980.0 119 0 2980.0 2980.8 2980.5 -1368.0
27 ['2979.0', '2980.0'] [23, 63] [193, 6] ao2505 2025-03-20 00:25:00 -113.0 2980.0 2980.0 2980.0 2979.0 289 0 2980.0 2980.6 2980.5 -1481.0
28 ['2979.0', '2980.0', '2981.0'] [46, 63, 50] [81, 69, 0] ao2505 2025-03-20 00:30:00 9.0 2980.0 2980.0 2981.0 2979.0 312 0 2980.0 2980.4 2980.4 -1472.0
29 ['2976.0', '2977.0', '2978.0', '2979.0', '2980.0', '2981.0'] [78, 0, 31, 4, 54, 121] [178, 135, 38, 91, 88, 0] ao2505 2025-03-20 00:35:00 -242.0 2976.0 2981.0 2981.0 2976.0 819 -1 2979.8571428571427 2979.6 2980.1 -1714.0
30 ['2977.0', '2978.0', '2979.0'] [0, 50, 34] [78, 12, 0] ao2505 2025-03-20 00:40:00 -6.0 2979.0 2977.0 2979.0 2977.0 176 0 2979.8275862068967 2979.2 2980.0 -1720.0
31 ['2976.0', '2977.0', '2978.0'] [0, 76, 12] [7, 89, 24] ao2505 2025-03-20 00:45:00 -32.0 2977.0 2978.0 2978.0 2976.0 215 0 2979.733333333333 2978.4 2979.6 -1752.0
32 ['2975.0', '2976.0', '2977.0'] [0, 140, 75] [216, 217, 30] ao2505 2025-03-20 00:50:00 -248.0 2975.0 2977.0 2977.0 2975.0 683 0 2979.5806451612902 2977.4 2979.0 -2000.0
33 ['2975.0', '2976.0'] [0, 16] [3, 0] ao2505 2025-03-20 00:55:00 13.0 2976.0 2975.0 2976.0 2975.0 19 0 2979.46875 2976.6 2978.5 -1987.0

View File

@@ -1,33 +0,0 @@
price,Ask,Bid,symbol,datetime,delta,close,open,high,low,volume,dj,dayma,5_MA,10_MA,delta累计
"['703.48', '703.5', '703.52', '703.54', '703.56', '703.6', '703.62', '703.64', '703.66', '703.68', '703.7', '703.72', '703.74', '703.76', '703.8', '703.82', '703.84', '703.86', '703.88', '703.9', '703.92', '703.94', '703.96', '703.98', '704.0', '704.02', '704.04', '704.06', '704.08', '704.1']","[0, 4, 47, 0, 5, 0, 10, 18, 28, 20, 10, 30, 13, 3, 0, 0, 21, 34, 47, 25, 98, 46, 150, 57, 63, 33, 9, 19, 28, 6]","[18, 10, 17, 6, 3, 10, 14, 10, 56, 29, 17, 12, 12, 0, 17, 36, 13, 64, 30, 49, 74, 59, 78, 17, 77, 22, 8, 18, 18, 0]",au2504,2025-03-19 22:20:00,30.0,703.48,703.84,704.1,703.48,1823,0,703.48,703.48,703.48,30.0
"['703.18', '703.2', '703.22', '703.24', '703.28', '703.3', '703.32', '703.34', '703.36', '703.38', '703.4', '703.42', '703.44', '703.46', '703.48', '703.5', '703.52', '703.54', '703.56', '703.58', '703.6', '703.62', '703.64', '703.66', '703.68', '703.7', '703.72', '703.74', '703.76', '703.78', '703.8', '703.82', '703.84', '703.86', '703.88', '703.9']","[66, 21, 75, 17, 0, 8, 13, 110, 68, 34, 82, 44, 15, 42, 21, 7, 4, 7, 41, 153, 31, 82, 41, 21, 46, 36, 17, 30, 31, 42, 53, 31, 12, 7, 4, 30]","[27, 124, 0, 0, 4, 12, 35, 35, 65, 120, 27, 29, 7, 73, 8, 0, 4, 12, 58, 51, 76, 76, 59, 32, 46, 34, 26, 20, 36, 48, 22, 30, 13, 11, 6, 3]",au2504,2025-03-19 22:25:00,113.0,703.76,703.5,703.92,703.1800000000001,2798,0,703.62,703.62,703.62,143.0
"['703.46', '703.5', '703.52', '703.54', '703.56', '703.58', '703.6', '703.62', '703.64', '703.66', '703.68', '703.7', '703.72', '703.74', '703.76', '703.78', '703.8', '703.82', '703.84', '703.86', '703.88', '703.9', '703.92', '703.94', '703.96', '703.98', '704.0', '704.02', '704.04', '704.06', '704.08', '704.1']","[0, 3, 0, 38, 27, 14, 30, 17, 3, 10, 17, 13, 21, 13, 43, 42, 21, 23, 14, 21, 74, 20, 9, 28, 11, 27, 43, 43, 45, 47, 16, 6]","[1, 6, 30, 16, 21, 41, 1, 7, 22, 18, 14, 38, 34, 34, 48, 35, 49, 24, 17, 133, 89, 24, 17, 5, 14, 28, 35, 58, 20, 32, 8, 0]",au2504,2025-03-19 22:30:00,-180.0,704.04,703.78,704.1,703.46,1771,0,703.7599999999999,703.7599999999999,703.7599999999999,-37.0
"['703.56', '703.58', '703.6', '703.62', '703.64', '703.66', '703.68', '703.7', '703.72', '703.74', '703.76', '703.78', '703.8', '703.82', '703.84', '703.86', '703.88', '703.9', '703.92', '703.94', '703.96', '703.98', '704.0', '704.02', '704.04', '704.06', '704.08', '704.1', '704.12', '704.14', '704.16', '704.18', '704.2', '704.22', '704.24', '704.26', '704.28', '704.3', '704.32', '704.34', '704.36', '704.38', '704.4', '704.42']","[0, 18, 33, 23, 4, 55, 25, 39, 16, 3, 8, 38, 47, 33, 8, 7, 13, 44, 43, 6, 11, 28, 9, 8, 6, 55, 12, 40, 8, 2, 18, 4, 5, 16, 36, 86, 31, 21, 31, 30, 30, 34, 22, 20]","[3, 20, 66, 74, 6, 87, 15, 38, 16, 17, 13, 29, 75, 14, 20, 45, 56, 61, 58, 23, 47, 66, 14, 25, 44, 37, 14, 16, 8, 11, 22, 5, 33, 32, 13, 57, 17, 8, 28, 71, 38, 8, 51, 0]",au2504,2025-03-19 22:35:00,-375.0,703.78,704.0600000000001,704.42,703.5600000000001,2703,0,703.7649999999999,703.765,703.765,-412.0
"['703.82', '703.84', '703.86', '703.88', '703.92', '704.04', '704.06', '704.08', '704.1', '704.12', '704.14', '704.16', '704.18', '704.2', '704.22', '704.24', '704.26', '704.28', '704.3']","[12, 2, 4, 13, 9, 1, 286, 23, 4, 18, 26, 204, 29, 31, 6, 16, 56, 7, 46]","[5, 16, 9, 167, 0, 4, 8, 37, 9, 601, 25, 16, 22, 23, 28, 32, 28, 0, 6]",au2504,2025-03-19 22:40:00,-243.0,704.3000000000001,703.82,704.3000000000001,703.82,1875,0,703.872,703.8720000000001,703.8720000000001,-655.0
"['703.9', '703.92', '703.94', '703.96', '703.98', '704.0', '704.02', '704.04', '704.06', '704.08', '704.1', '704.12', '704.14', '704.16', '704.18', '704.2', '704.22', '704.24', '704.26', '704.28', '704.3', '704.32', '704.34', '704.36']","[0, 8, 9, 7, 17, 12, 7, 28, 16, 33, 47, 28, 33, 18, 9, 35, 30, 19, 11, 37, 30, 15, 3, 5]","[4, 15, 20, 44, 16, 50, 58, 7, 21, 26, 89, 70, 23, 9, 20, 59, 38, 13, 29, 32, 18, 10, 13, 17]",au2504,2025-03-19 22:45:00,-244.0,703.94,704.3000000000001,704.38,703.9,1235,0,703.8833333333332,703.964,703.8833333333333,-899.0
"['703.68', '703.7', '703.72', '703.74', '703.76', '703.78', '703.8', '703.82', '703.84', '703.86', '703.88', '703.9', '703.92', '703.94', '703.96', '703.98', '704.0', '704.02', '704.04', '704.06', '704.08', '704.1', '704.12', '704.14', '704.16', '704.18']","[0, 3, 13, 20, 17, 24, 19, 42, 14, 4, 6, 6, 47, 11, 21, 12, 35, 28, 10, 16, 15, 10, 9, 11, 4, 1]","[16, 39, 36, 10, 50, 22, 55, 29, 12, 16, 34, 24, 37, 23, 25, 29, 28, 27, 9, 4, 10, 8, 11, 22, 0, 0]",au2504,2025-03-19 22:50:00,-178.0,703.78,703.94,704.1800000000001,703.6800000000001,1091,0,703.8685714285713,703.9680000000001,703.8685714285714,-1077.0
"['703.5', '703.52', '703.54', '703.56', '703.58', '703.6', '703.62', '703.64', '703.66', '703.68', '703.7', '703.72', '703.74', '703.76', '703.78', '703.8', '703.82', '703.84']","[0, 0, 8, 22, 32, 29, 64, 60, 45, 62, 46, 27, 44, 14, 42, 24, 10, 3]","[27, 4, 25, 16, 120, 115, 51, 36, 64, 60, 41, 13, 27, 31, 20, 10, 0, 0]",au2504,2025-03-19 22:55:00,-128.0,703.58,703.7,703.84,703.5,1267,0,703.8325,703.876,703.8325,-1205.0
"['703.46', '703.48', '703.5', '703.52', '703.54', '703.58', '703.6', '703.62', '703.64', '703.66', '703.68', '703.7', '703.72', '703.74', '703.76', '703.78', '703.8']","[0, 0, 31, 14, 1, 21, 11, 32, 15, 53, 46, 75, 49, 52, 34, 42, 27]","[3, 7, 42, 7, 14, 3, 103, 8, 43, 93, 39, 49, 93, 53, 48, 21, 0]",au2504,2025-03-19 23:00:00,-123.0,703.7,703.58,703.8000000000001,703.46,1198,0,703.8177777777778,703.86,703.8177777777778,-1328.0
"['703.58', '703.6', '703.62', '703.64', '703.66', '703.68', '703.7', '703.72', '703.74', '703.76', '703.78', '703.8', '703.82', '703.84', '703.86', '703.88', '703.9', '703.92', '703.94', '703.96', '703.98', '704.0', '704.02', '704.04', '704.06', '704.08', '704.1']","[0, 0, 18, 11, 27, 60, 4, 4, 3, 8, 16, 27, 21, 37, 1, 14, 19, 60, 25, 46, 58, 116, 61, 42, 48, 40, 30]","[9, 27, 5, 46, 11, 21, 6, 0, 0, 2, 20, 7, 23, 21, 34, 14, 54, 21, 46, 70, 54, 71, 55, 60, 65, 35, 19]",au2504,2025-03-19 23:05:00,0.0,703.92,703.7,704.1,703.58,1818,1,703.828,703.784,703.828,-1328.0
"['703.88', '703.9', '703.92', '703.94', '703.96', '703.98', '704.0', '704.02', '704.04', '704.06', '704.08', '704.1', '704.12', '704.14', '704.16', '704.18', '704.2', '704.22', '704.24', '704.26', '704.28', '704.3', '704.32', '704.34', '704.36', '704.38', '704.4', '704.42', '704.44', '704.46', '704.48', '704.5', '704.52', '704.54', '704.56', '704.58', '704.6', '704.62']","[6, 12, 11, 11, 30, 33, 16, 16, 19, 0, 18, 28, 28, 7, 7, 0, 30, 17, 25, 29, 34, 24, 29, 13, 6, 4, 24, 48, 60, 23, 61, 90, 50, 37, 23, 38, 36, 31]","[8, 16, 5, 33, 22, 12, 8, 16, 9, 6, 9, 14, 10, 0, 8, 6, 7, 13, 27, 2, 44, 15, 19, 7, 14, 14, 56, 20, 33, 22, 110, 57, 2, 25, 25, 33, 19, 0]",au2504,2025-03-19 23:10:00,228.0,704.48,703.9,704.62,703.88,1849,0,703.8872727272727,703.892,703.928,-1100.0
"['704.28', '704.3', '704.32', '704.34', '704.36', '704.38', '704.4', '704.42', '704.44', '704.46', '704.48', '704.5', '704.52', '704.54', '704.56', '704.58', '704.6']","[0, 0, 46, 9, 10, 15, 21, 48, 110, 32, 115, 66, 5, 34, 36, 21, 16]","[2, 18, 50, 11, 42, 27, 44, 103, 31, 69, 25, 66, 33, 21, 32, 13, 0]",au2504,2025-03-19 23:15:00,-3.0,704.52,704.48,704.6,704.28,1257,0,703.94,704.0400000000001,704.004,-1103.0
"['704.18', '704.2', '704.22', '704.24', '704.26', '704.28', '704.3', '704.32', '704.34', '704.36', '704.38', '704.4', '704.42', '704.44', '704.46', '704.48', '704.5', '704.52', '704.54', '704.56', '704.58', '704.6', '704.62', '704.64', '704.66', '704.68', '704.7', '704.72', '704.76', '704.78']","[2, 8, 23, 48, 27, 28, 35, 39, 25, 39, 33, 26, 39, 15, 16, 7, 2, 13, 5, 11, 13, 6, 2, 15, 8, 19, 0, 8, 11, 6]","[15, 5, 112, 12, 46, 26, 54, 21, 13, 39, 33, 16, 23, 19, 17, 2, 16, 1, 15, 4, 3, 5, 1, 25, 0, 0, 30, 0, 0, 0]",au2504,2025-03-19 23:20:00,-24.0,704.44,704.52,704.78,704.1800000000001,1230,0,703.9784615384616,704.212,704.0440000000001,-1127.0
"['704.32', '704.36', '704.38', '704.4', '704.42', '704.44', '704.46', '704.48', '704.5', '704.52', '704.54', '704.56', '704.58', '704.6', '704.62', '704.64', '704.66', '704.68', '704.7', '704.72', '704.74', '704.76', '704.78']","[0, 1, 1, 9, 1, 11, 0, 12, 33, 5, 2, 11, 29, 19, 78, 42, 50, 35, 24, 58, 32, 5, 15]","[5, 7, 1, 2, 20, 0, 7, 9, 19, 0, 5, 17, 31, 43, 90, 60, 9, 23, 11, 63, 12, 19, 0]",au2504,2025-03-19 23:25:00,20.0,704.7,704.46,704.78,704.32,976,0,704.0300000000001,704.412,704.136,-1107.0
"['704.54', '704.56', '704.58', '704.6', '704.62', '704.64', '704.66', '704.68', '704.7', '704.72', '704.74', '704.76', '704.78', '704.8', '704.82', '704.84', '704.86', '704.88']","[4, 5, 20, 27, 59, 46, 31, 25, 58, 47, 14, 21, 11, 23, 24, 23, 47, 30]","[30, 23, 38, 11, 23, 54, 58, 30, 58, 12, 21, 44, 41, 26, 36, 22, 6, 0]",au2504,2025-03-19 23:30:00,-18.0,704.66,704.72,704.88,704.54,1140,0,704.0720000000001,704.5600000000001,704.172,-1125.0
"['704.42', '704.44', '704.46', '704.48', '704.5', '704.52', '704.54', '704.56', '704.58', '704.6', '704.62', '704.64', '704.66', '704.68']","[0, 0, 24, 13, 26, 9, 21, 42, 48, 29, 17, 24, 11, 4]","[4, 25, 4, 22, 14, 31, 36, 47, 39, 30, 9, 19, 5, 0]",au2504,2025-03-19 23:35:00,-17.0,704.5600000000001,704.66,704.6800000000001,704.42,607,0,704.1025,704.576,704.234,-1142.0
"['704.48', '704.5', '704.52', '704.54', '704.56', '704.58', '704.6', '704.62', '704.64', '704.66', '704.68', '704.7', '704.72', '704.74', '704.76', '704.78', '704.8', '704.82', '704.84']","[24, 5, 7, 14, 32, 19, 33, 34, 26, 77, 63, 16, 7, 21, 2, 9, 7, 4, 10]","[21, 24, 15, 16, 24, 22, 44, 68, 27, 57, 16, 11, 15, 23, 0, 14, 6, 2, 5]",au2504,2025-03-19 23:40:00,0.0,704.64,704.58,704.84,704.48,916,0,704.1341176470587,704.6,704.32,-1142.0
"['704.18', '704.2', '704.22', '704.24', '704.26', '704.28', '704.3', '704.32', '704.34', '704.36', '704.38', '704.4', '704.42', '704.44', '704.46', '704.48', '704.5', '704.52', '704.54', '704.56', '704.58', '704.6', '704.62', '704.64', '704.66']","[0, 117, 19, 55, 20, 37, 26, 6, 29, 8, 9, 6, 34, 0, 4, 18, 7, 1, 10, 9, 5, 14, 10, 8, 24]","[4, 98, 19, 24, 32, 16, 11, 15, 11, 15, 24, 2, 0, 7, 17, 5, 7, 24, 18, 7, 7, 17, 10, 8, 2]",au2504,2025-03-19 23:45:00,76.0,704.26,704.62,704.66,704.1800000000001,965,0,704.1411111111111,704.564,704.388,-1066.0
"['704.24', '704.26', '704.28', '704.3', '704.32', '704.34', '704.36', '704.38', '704.4', '704.42', '704.44', '704.46', '704.48', '704.5', '704.52', '704.54', '704.56', '704.58', '704.6', '704.62', '704.64', '704.66', '704.68', '704.7', '704.72', '704.74', '704.76']","[0, 3, 5, 19, 4, 9, 27, 24, 5, 14, 7, 1, 5, 2, 8, 9, 13, 40, 29, 25, 49, 28, 26, 30, 17, 5, 10]","[1, 0, 5, 12, 9, 4, 21, 6, 18, 6, 1, 0, 0, 4, 5, 17, 23, 33, 47, 29, 22, 16, 14, 24, 13, 2, 0]",au2504,2025-03-19 23:50:00,82.0,704.64,704.26,704.76,704.24,834,0,704.1673684210525,704.552,704.4820000000001,-984.0
"['704.58', '704.6', '704.62', '704.64', '704.66', '704.68', '704.7', '704.72', '704.74', '704.76', '704.78']","[3, 5, 13, 55, 21, 29, 50, 21, 37, 5, 20]","[16, 36, 33, 31, 26, 14, 25, 34, 5, 0, 0]",au2504,2025-03-19 23:55:00,39.0,704.64,704.66,704.78,704.58,539,0,704.1909999999999,704.548,704.5540000000001,-945.0
"['704.48', '704.5', '704.52', '704.54', '704.56', '704.58', '704.6', '704.62', '704.64', '704.66', '704.68']","[0, 3, 18, 43, 12, 2, 93, 46, 29, 31, 3]","[4, 14, 28, 33, 36, 53, 72, 36, 27, 20, 0]",au2504,2025-03-20 00:00:00,-43.0,704.64,704.66,704.6800000000001,704.48,664,0,704.2123809523808,704.564,704.5699999999999,-988.0
"['704.62', '704.64', '704.66', '704.68', '704.7', '704.72', '704.74', '704.76', '704.78', '704.8', '704.82', '704.84', '704.86', '704.88', '704.9', '704.92', '704.94', '704.96', '704.98', '705.0', '705.02', '705.04', '705.06', '705.08', '705.1', '705.12', '705.14', '705.16', '705.18', '705.2', '705.22', '705.24', '705.26']","[0, 2, 12, 12, 7, 5, 7, 13, 19, 6, 30, 21, 9, 11, 5, 12, 12, 8, 3, 27, 6, 55, 43, 30, 45, 43, 61, 71, 20, 40, 17, 3, 7]","[2, 10, 7, 0, 10, 0, 13, 32, 1, 9, 37, 8, 0, 0, 8, 0, 0, 0, 0, 15, 9, 53, 28, 53, 53, 37, 85, 50, 15, 6, 14, 8, 0]",au2504,2025-03-20 00:05:00,99.0,705.26,704.66,705.26,704.62,1313,2,704.2599999999999,704.688,704.644,-889.0
"['705.08', '705.1', '705.12', '705.14', '705.16', '705.18', '705.2', '705.22', '705.24', '705.26', '705.28', '705.3', '705.32', '705.34', '705.36', '705.38', '705.4']","[0, 10, 22, 51, 30, 16, 31, 29, 17, 19, 20, 52, 30, 9, 29, 43, 30]","[1, 35, 57, 53, 12, 43, 17, 6, 22, 30, 36, 19, 25, 19, 34, 24, 0]",au2504,2025-03-20 00:10:00,5.0,705.14,705.24,705.4,705.08,946,0,704.2982608695651,704.864,704.7139999999999,-884.0
"['705.04', '705.06', '705.08', '705.1', '705.12', '705.14', '705.16', '705.18', '705.2', '705.22', '705.24', '705.26', '705.28', '705.3', '705.32', '705.34', '705.38', '705.4', '705.42']","[12, 21, 8, 13, 25, 5, 36, 35, 36, 11, 10, 25, 65, 43, 11, 12, 2, 4, 2]","[25, 8, 4, 13, 26, 25, 44, 34, 1, 0, 18, 19, 46, 21, 17, 20, 5, 3, 0]",au2504,2025-03-20 00:15:00,47.0,705.0600000000001,705.1800000000001,705.42,705.04,785,0,704.33,704.948,704.75,-837.0
"['705.04', '705.06', '705.08', '705.1', '705.12', '705.14', '705.16', '705.18', '705.2', '705.22', '705.24', '705.26', '705.28', '705.3', '705.32', '705.34', '705.36', '705.38', '705.4', '705.42', '705.44', '705.46', '705.48', '705.5', '705.52', '705.54', '705.56', '705.58', '705.6', '705.62', '705.66']","[0, 4, 17, 9, 34, 11, 4, 1, 13, 4, 13, 7, 13, 11, 1, 20, 14, 7, 5, 2, 15, 3, 13, 32, 12, 21, 30, 52, 44, 23, 14]","[4, 4, 10, 20, 23, 5, 2, 3, 2, 1, 5, 8, 22, 0, 8, 4, 3, 0, 9, 9, 0, 1, 36, 31, 141, 117, 35, 25, 6, 10, 0]",au2504,2025-03-20 00:20:00,-95.0,705.5600000000001,705.0600000000001,705.66,705.04,1074,0,704.3792000000001,705.132,704.84,-932.0
"['705.46', '705.5', '705.52', '705.54', '705.56', '705.58', '705.6', '705.62', '705.64', '705.66', '705.68', '705.7', '705.72', '705.76', '705.78', '705.8', '705.82', '705.84', '705.9']","[0, 22, 22, 68, 23, 234, 52, 42, 40, 23, 54, 24, 36, 14, 9, 14, 17, 34, 63]","[4, 10, 11, 85, 33, 27, 41, 27, 15, 47, 18, 14, 7, 22, 34, 2, 57, 0, 0]",au2504,2025-03-20 00:25:00,337.0,705.78,705.54,705.9,705.46,1311,0,704.433076923077,705.36,704.962,-595.0
"['705.48', '705.5', '705.52', '705.54', '705.56', '705.58', '705.6', '705.62', '705.64', '705.66', '705.68', '705.7', '705.72', '705.74', '705.76', '705.78', '705.8', '705.82', '705.84']","[6, 84, 27, 22, 11, 19, 22, 1, 6, 16, 23, 26, 40, 11, 25, 9, 15, 23, 38]","[51, 19, 17, 12, 3, 34, 8, 13, 13, 15, 33, 28, 71, 30, 24, 13, 0, 10, 0]",au2504,2025-03-20 00:30:00,30.0,705.52,705.78,705.84,705.48,882,0,704.4733333333335,705.412,705.05,-565.0
"['705.32', '705.34', '705.36', '705.38', '705.4', '705.42', '705.44', '705.46', '705.48', '705.5', '705.52', '705.54', '705.56', '705.58', '705.6', '705.62', '705.64', '705.66']","[2, 12, 10, 19, 22, 4, 2, 17, 18, 25, 14, 13, 225, 46, 9, 6, 26, 9]","[21, 24, 33, 0, 23, 8, 7, 14, 17, 5, 10, 66, 21, 10, 6, 7, 8, 0]",au2504,2025-03-20 00:35:00,199.0,705.5,705.5,705.66,705.32,840,0,704.5100000000001,705.484,705.174,-366.0
"['705.12', '705.14', '705.16', '705.18', '705.2', '705.22', '705.24', '705.26', '705.28', '705.3', '705.32', '705.34', '705.36', '705.38', '705.4', '705.42', '705.44', '705.46', '705.48', '705.5']","[4, 4, 1, 9, 18, 26, 40, 228, 26, 37, 37, 48, 11, 8, 12, 28, 1, 2, 0, 2]","[18, 4, 1, 11, 35, 65, 23, 68, 86, 24, 38, 2, 7, 19, 213, 59, 5, 6, 10, 0]",au2504,2025-03-20 00:40:00,-152.0,705.28,705.5,705.5,705.12,1305,0,704.536551724138,705.528,705.238,-518.0
"['705.1', '705.14', '705.16', '705.18', '705.2', '705.22', '705.24', '705.26', '705.28', '705.3', '705.32', '705.34', '705.36', '705.38', '705.4']","[0, 0, 2, 10, 22, 13, 6, 35, 17, 4, 23, 24, 2, 5, 3]","[4, 6, 7, 23, 24, 16, 10, 37, 10, 12, 19, 7, 20, 1, 0]",au2504,2025-03-20 00:45:00,-30.0,705.2,705.26,705.4,705.1,410,0,704.5586666666667,705.4559999999999,705.294,-548.0
"['705.08', '705.1', '705.12', '705.14', '705.16', '705.2', '705.22', '705.24', '705.26', '705.28', '705.3', '705.32', '705.34', '705.36', '705.38', '705.4']","[2, 0, 3, 4, 0, 1, 15, 11, 5, 32, 13, 8, 7, 24, 15, 21]","[11, 7, 6, 7, 13, 19, 5, 28, 22, 47, 11, 3, 20, 22, 7, 3]",au2504,2025-03-20 00:50:00,-70.0,705.08,705.22,705.4,705.08,434,0,704.5754838709679,705.316,705.338,-618.0
"['705.04', '705.06', '705.08', '705.1', '705.12']","[1, 3, 13, 16, 8]","[16, 7, 10, 3, 2]",au2504,2025-03-20 00:55:00,3.0,705.1,705.1,705.12,705.04,87,0,704.5918750000001,705.232,705.322,-615.0
1 price Ask Bid symbol datetime delta close open high low volume dj dayma 5_MA 10_MA delta累计
2 ['703.48', '703.5', '703.52', '703.54', '703.56', '703.6', '703.62', '703.64', '703.66', '703.68', '703.7', '703.72', '703.74', '703.76', '703.8', '703.82', '703.84', '703.86', '703.88', '703.9', '703.92', '703.94', '703.96', '703.98', '704.0', '704.02', '704.04', '704.06', '704.08', '704.1'] [0, 4, 47, 0, 5, 0, 10, 18, 28, 20, 10, 30, 13, 3, 0, 0, 21, 34, 47, 25, 98, 46, 150, 57, 63, 33, 9, 19, 28, 6] [18, 10, 17, 6, 3, 10, 14, 10, 56, 29, 17, 12, 12, 0, 17, 36, 13, 64, 30, 49, 74, 59, 78, 17, 77, 22, 8, 18, 18, 0] au2504 2025-03-19 22:20:00 30.0 703.48 703.84 704.1 703.48 1823 0 703.48 703.48 703.48 30.0
3 ['703.18', '703.2', '703.22', '703.24', '703.28', '703.3', '703.32', '703.34', '703.36', '703.38', '703.4', '703.42', '703.44', '703.46', '703.48', '703.5', '703.52', '703.54', '703.56', '703.58', '703.6', '703.62', '703.64', '703.66', '703.68', '703.7', '703.72', '703.74', '703.76', '703.78', '703.8', '703.82', '703.84', '703.86', '703.88', '703.9'] [66, 21, 75, 17, 0, 8, 13, 110, 68, 34, 82, 44, 15, 42, 21, 7, 4, 7, 41, 153, 31, 82, 41, 21, 46, 36, 17, 30, 31, 42, 53, 31, 12, 7, 4, 30] [27, 124, 0, 0, 4, 12, 35, 35, 65, 120, 27, 29, 7, 73, 8, 0, 4, 12, 58, 51, 76, 76, 59, 32, 46, 34, 26, 20, 36, 48, 22, 30, 13, 11, 6, 3] au2504 2025-03-19 22:25:00 113.0 703.76 703.5 703.92 703.1800000000001 2798 0 703.62 703.62 703.62 143.0
4 ['703.46', '703.5', '703.52', '703.54', '703.56', '703.58', '703.6', '703.62', '703.64', '703.66', '703.68', '703.7', '703.72', '703.74', '703.76', '703.78', '703.8', '703.82', '703.84', '703.86', '703.88', '703.9', '703.92', '703.94', '703.96', '703.98', '704.0', '704.02', '704.04', '704.06', '704.08', '704.1'] [0, 3, 0, 38, 27, 14, 30, 17, 3, 10, 17, 13, 21, 13, 43, 42, 21, 23, 14, 21, 74, 20, 9, 28, 11, 27, 43, 43, 45, 47, 16, 6] [1, 6, 30, 16, 21, 41, 1, 7, 22, 18, 14, 38, 34, 34, 48, 35, 49, 24, 17, 133, 89, 24, 17, 5, 14, 28, 35, 58, 20, 32, 8, 0] au2504 2025-03-19 22:30:00 -180.0 704.04 703.78 704.1 703.46 1771 0 703.7599999999999 703.7599999999999 703.7599999999999 -37.0
5 ['703.56', '703.58', '703.6', '703.62', '703.64', '703.66', '703.68', '703.7', '703.72', '703.74', '703.76', '703.78', '703.8', '703.82', '703.84', '703.86', '703.88', '703.9', '703.92', '703.94', '703.96', '703.98', '704.0', '704.02', '704.04', '704.06', '704.08', '704.1', '704.12', '704.14', '704.16', '704.18', '704.2', '704.22', '704.24', '704.26', '704.28', '704.3', '704.32', '704.34', '704.36', '704.38', '704.4', '704.42'] [0, 18, 33, 23, 4, 55, 25, 39, 16, 3, 8, 38, 47, 33, 8, 7, 13, 44, 43, 6, 11, 28, 9, 8, 6, 55, 12, 40, 8, 2, 18, 4, 5, 16, 36, 86, 31, 21, 31, 30, 30, 34, 22, 20] [3, 20, 66, 74, 6, 87, 15, 38, 16, 17, 13, 29, 75, 14, 20, 45, 56, 61, 58, 23, 47, 66, 14, 25, 44, 37, 14, 16, 8, 11, 22, 5, 33, 32, 13, 57, 17, 8, 28, 71, 38, 8, 51, 0] au2504 2025-03-19 22:35:00 -375.0 703.78 704.0600000000001 704.42 703.5600000000001 2703 0 703.7649999999999 703.765 703.765 -412.0
6 ['703.82', '703.84', '703.86', '703.88', '703.92', '704.04', '704.06', '704.08', '704.1', '704.12', '704.14', '704.16', '704.18', '704.2', '704.22', '704.24', '704.26', '704.28', '704.3'] [12, 2, 4, 13, 9, 1, 286, 23, 4, 18, 26, 204, 29, 31, 6, 16, 56, 7, 46] [5, 16, 9, 167, 0, 4, 8, 37, 9, 601, 25, 16, 22, 23, 28, 32, 28, 0, 6] au2504 2025-03-19 22:40:00 -243.0 704.3000000000001 703.82 704.3000000000001 703.82 1875 0 703.872 703.8720000000001 703.8720000000001 -655.0
7 ['703.9', '703.92', '703.94', '703.96', '703.98', '704.0', '704.02', '704.04', '704.06', '704.08', '704.1', '704.12', '704.14', '704.16', '704.18', '704.2', '704.22', '704.24', '704.26', '704.28', '704.3', '704.32', '704.34', '704.36'] [0, 8, 9, 7, 17, 12, 7, 28, 16, 33, 47, 28, 33, 18, 9, 35, 30, 19, 11, 37, 30, 15, 3, 5] [4, 15, 20, 44, 16, 50, 58, 7, 21, 26, 89, 70, 23, 9, 20, 59, 38, 13, 29, 32, 18, 10, 13, 17] au2504 2025-03-19 22:45:00 -244.0 703.94 704.3000000000001 704.38 703.9 1235 0 703.8833333333332 703.964 703.8833333333333 -899.0
8 ['703.68', '703.7', '703.72', '703.74', '703.76', '703.78', '703.8', '703.82', '703.84', '703.86', '703.88', '703.9', '703.92', '703.94', '703.96', '703.98', '704.0', '704.02', '704.04', '704.06', '704.08', '704.1', '704.12', '704.14', '704.16', '704.18'] [0, 3, 13, 20, 17, 24, 19, 42, 14, 4, 6, 6, 47, 11, 21, 12, 35, 28, 10, 16, 15, 10, 9, 11, 4, 1] [16, 39, 36, 10, 50, 22, 55, 29, 12, 16, 34, 24, 37, 23, 25, 29, 28, 27, 9, 4, 10, 8, 11, 22, 0, 0] au2504 2025-03-19 22:50:00 -178.0 703.78 703.94 704.1800000000001 703.6800000000001 1091 0 703.8685714285713 703.9680000000001 703.8685714285714 -1077.0
9 ['703.5', '703.52', '703.54', '703.56', '703.58', '703.6', '703.62', '703.64', '703.66', '703.68', '703.7', '703.72', '703.74', '703.76', '703.78', '703.8', '703.82', '703.84'] [0, 0, 8, 22, 32, 29, 64, 60, 45, 62, 46, 27, 44, 14, 42, 24, 10, 3] [27, 4, 25, 16, 120, 115, 51, 36, 64, 60, 41, 13, 27, 31, 20, 10, 0, 0] au2504 2025-03-19 22:55:00 -128.0 703.58 703.7 703.84 703.5 1267 0 703.8325 703.876 703.8325 -1205.0
10 ['703.46', '703.48', '703.5', '703.52', '703.54', '703.58', '703.6', '703.62', '703.64', '703.66', '703.68', '703.7', '703.72', '703.74', '703.76', '703.78', '703.8'] [0, 0, 31, 14, 1, 21, 11, 32, 15, 53, 46, 75, 49, 52, 34, 42, 27] [3, 7, 42, 7, 14, 3, 103, 8, 43, 93, 39, 49, 93, 53, 48, 21, 0] au2504 2025-03-19 23:00:00 -123.0 703.7 703.58 703.8000000000001 703.46 1198 0 703.8177777777778 703.86 703.8177777777778 -1328.0
11 ['703.58', '703.6', '703.62', '703.64', '703.66', '703.68', '703.7', '703.72', '703.74', '703.76', '703.78', '703.8', '703.82', '703.84', '703.86', '703.88', '703.9', '703.92', '703.94', '703.96', '703.98', '704.0', '704.02', '704.04', '704.06', '704.08', '704.1'] [0, 0, 18, 11, 27, 60, 4, 4, 3, 8, 16, 27, 21, 37, 1, 14, 19, 60, 25, 46, 58, 116, 61, 42, 48, 40, 30] [9, 27, 5, 46, 11, 21, 6, 0, 0, 2, 20, 7, 23, 21, 34, 14, 54, 21, 46, 70, 54, 71, 55, 60, 65, 35, 19] au2504 2025-03-19 23:05:00 0.0 703.92 703.7 704.1 703.58 1818 1 703.828 703.784 703.828 -1328.0
12 ['703.88', '703.9', '703.92', '703.94', '703.96', '703.98', '704.0', '704.02', '704.04', '704.06', '704.08', '704.1', '704.12', '704.14', '704.16', '704.18', '704.2', '704.22', '704.24', '704.26', '704.28', '704.3', '704.32', '704.34', '704.36', '704.38', '704.4', '704.42', '704.44', '704.46', '704.48', '704.5', '704.52', '704.54', '704.56', '704.58', '704.6', '704.62'] [6, 12, 11, 11, 30, 33, 16, 16, 19, 0, 18, 28, 28, 7, 7, 0, 30, 17, 25, 29, 34, 24, 29, 13, 6, 4, 24, 48, 60, 23, 61, 90, 50, 37, 23, 38, 36, 31] [8, 16, 5, 33, 22, 12, 8, 16, 9, 6, 9, 14, 10, 0, 8, 6, 7, 13, 27, 2, 44, 15, 19, 7, 14, 14, 56, 20, 33, 22, 110, 57, 2, 25, 25, 33, 19, 0] au2504 2025-03-19 23:10:00 228.0 704.48 703.9 704.62 703.88 1849 0 703.8872727272727 703.892 703.928 -1100.0
13 ['704.28', '704.3', '704.32', '704.34', '704.36', '704.38', '704.4', '704.42', '704.44', '704.46', '704.48', '704.5', '704.52', '704.54', '704.56', '704.58', '704.6'] [0, 0, 46, 9, 10, 15, 21, 48, 110, 32, 115, 66, 5, 34, 36, 21, 16] [2, 18, 50, 11, 42, 27, 44, 103, 31, 69, 25, 66, 33, 21, 32, 13, 0] au2504 2025-03-19 23:15:00 -3.0 704.52 704.48 704.6 704.28 1257 0 703.94 704.0400000000001 704.004 -1103.0
14 ['704.18', '704.2', '704.22', '704.24', '704.26', '704.28', '704.3', '704.32', '704.34', '704.36', '704.38', '704.4', '704.42', '704.44', '704.46', '704.48', '704.5', '704.52', '704.54', '704.56', '704.58', '704.6', '704.62', '704.64', '704.66', '704.68', '704.7', '704.72', '704.76', '704.78'] [2, 8, 23, 48, 27, 28, 35, 39, 25, 39, 33, 26, 39, 15, 16, 7, 2, 13, 5, 11, 13, 6, 2, 15, 8, 19, 0, 8, 11, 6] [15, 5, 112, 12, 46, 26, 54, 21, 13, 39, 33, 16, 23, 19, 17, 2, 16, 1, 15, 4, 3, 5, 1, 25, 0, 0, 30, 0, 0, 0] au2504 2025-03-19 23:20:00 -24.0 704.44 704.52 704.78 704.1800000000001 1230 0 703.9784615384616 704.212 704.0440000000001 -1127.0
15 ['704.32', '704.36', '704.38', '704.4', '704.42', '704.44', '704.46', '704.48', '704.5', '704.52', '704.54', '704.56', '704.58', '704.6', '704.62', '704.64', '704.66', '704.68', '704.7', '704.72', '704.74', '704.76', '704.78'] [0, 1, 1, 9, 1, 11, 0, 12, 33, 5, 2, 11, 29, 19, 78, 42, 50, 35, 24, 58, 32, 5, 15] [5, 7, 1, 2, 20, 0, 7, 9, 19, 0, 5, 17, 31, 43, 90, 60, 9, 23, 11, 63, 12, 19, 0] au2504 2025-03-19 23:25:00 20.0 704.7 704.46 704.78 704.32 976 0 704.0300000000001 704.412 704.136 -1107.0
16 ['704.54', '704.56', '704.58', '704.6', '704.62', '704.64', '704.66', '704.68', '704.7', '704.72', '704.74', '704.76', '704.78', '704.8', '704.82', '704.84', '704.86', '704.88'] [4, 5, 20, 27, 59, 46, 31, 25, 58, 47, 14, 21, 11, 23, 24, 23, 47, 30] [30, 23, 38, 11, 23, 54, 58, 30, 58, 12, 21, 44, 41, 26, 36, 22, 6, 0] au2504 2025-03-19 23:30:00 -18.0 704.66 704.72 704.88 704.54 1140 0 704.0720000000001 704.5600000000001 704.172 -1125.0
17 ['704.42', '704.44', '704.46', '704.48', '704.5', '704.52', '704.54', '704.56', '704.58', '704.6', '704.62', '704.64', '704.66', '704.68'] [0, 0, 24, 13, 26, 9, 21, 42, 48, 29, 17, 24, 11, 4] [4, 25, 4, 22, 14, 31, 36, 47, 39, 30, 9, 19, 5, 0] au2504 2025-03-19 23:35:00 -17.0 704.5600000000001 704.66 704.6800000000001 704.42 607 0 704.1025 704.576 704.234 -1142.0
18 ['704.48', '704.5', '704.52', '704.54', '704.56', '704.58', '704.6', '704.62', '704.64', '704.66', '704.68', '704.7', '704.72', '704.74', '704.76', '704.78', '704.8', '704.82', '704.84'] [24, 5, 7, 14, 32, 19, 33, 34, 26, 77, 63, 16, 7, 21, 2, 9, 7, 4, 10] [21, 24, 15, 16, 24, 22, 44, 68, 27, 57, 16, 11, 15, 23, 0, 14, 6, 2, 5] au2504 2025-03-19 23:40:00 0.0 704.64 704.58 704.84 704.48 916 0 704.1341176470587 704.6 704.32 -1142.0
19 ['704.18', '704.2', '704.22', '704.24', '704.26', '704.28', '704.3', '704.32', '704.34', '704.36', '704.38', '704.4', '704.42', '704.44', '704.46', '704.48', '704.5', '704.52', '704.54', '704.56', '704.58', '704.6', '704.62', '704.64', '704.66'] [0, 117, 19, 55, 20, 37, 26, 6, 29, 8, 9, 6, 34, 0, 4, 18, 7, 1, 10, 9, 5, 14, 10, 8, 24] [4, 98, 19, 24, 32, 16, 11, 15, 11, 15, 24, 2, 0, 7, 17, 5, 7, 24, 18, 7, 7, 17, 10, 8, 2] au2504 2025-03-19 23:45:00 76.0 704.26 704.62 704.66 704.1800000000001 965 0 704.1411111111111 704.564 704.388 -1066.0
20 ['704.24', '704.26', '704.28', '704.3', '704.32', '704.34', '704.36', '704.38', '704.4', '704.42', '704.44', '704.46', '704.48', '704.5', '704.52', '704.54', '704.56', '704.58', '704.6', '704.62', '704.64', '704.66', '704.68', '704.7', '704.72', '704.74', '704.76'] [0, 3, 5, 19, 4, 9, 27, 24, 5, 14, 7, 1, 5, 2, 8, 9, 13, 40, 29, 25, 49, 28, 26, 30, 17, 5, 10] [1, 0, 5, 12, 9, 4, 21, 6, 18, 6, 1, 0, 0, 4, 5, 17, 23, 33, 47, 29, 22, 16, 14, 24, 13, 2, 0] au2504 2025-03-19 23:50:00 82.0 704.64 704.26 704.76 704.24 834 0 704.1673684210525 704.552 704.4820000000001 -984.0
21 ['704.58', '704.6', '704.62', '704.64', '704.66', '704.68', '704.7', '704.72', '704.74', '704.76', '704.78'] [3, 5, 13, 55, 21, 29, 50, 21, 37, 5, 20] [16, 36, 33, 31, 26, 14, 25, 34, 5, 0, 0] au2504 2025-03-19 23:55:00 39.0 704.64 704.66 704.78 704.58 539 0 704.1909999999999 704.548 704.5540000000001 -945.0
22 ['704.48', '704.5', '704.52', '704.54', '704.56', '704.58', '704.6', '704.62', '704.64', '704.66', '704.68'] [0, 3, 18, 43, 12, 2, 93, 46, 29, 31, 3] [4, 14, 28, 33, 36, 53, 72, 36, 27, 20, 0] au2504 2025-03-20 00:00:00 -43.0 704.64 704.66 704.6800000000001 704.48 664 0 704.2123809523808 704.564 704.5699999999999 -988.0
23 ['704.62', '704.64', '704.66', '704.68', '704.7', '704.72', '704.74', '704.76', '704.78', '704.8', '704.82', '704.84', '704.86', '704.88', '704.9', '704.92', '704.94', '704.96', '704.98', '705.0', '705.02', '705.04', '705.06', '705.08', '705.1', '705.12', '705.14', '705.16', '705.18', '705.2', '705.22', '705.24', '705.26'] [0, 2, 12, 12, 7, 5, 7, 13, 19, 6, 30, 21, 9, 11, 5, 12, 12, 8, 3, 27, 6, 55, 43, 30, 45, 43, 61, 71, 20, 40, 17, 3, 7] [2, 10, 7, 0, 10, 0, 13, 32, 1, 9, 37, 8, 0, 0, 8, 0, 0, 0, 0, 15, 9, 53, 28, 53, 53, 37, 85, 50, 15, 6, 14, 8, 0] au2504 2025-03-20 00:05:00 99.0 705.26 704.66 705.26 704.62 1313 2 704.2599999999999 704.688 704.644 -889.0
24 ['705.08', '705.1', '705.12', '705.14', '705.16', '705.18', '705.2', '705.22', '705.24', '705.26', '705.28', '705.3', '705.32', '705.34', '705.36', '705.38', '705.4'] [0, 10, 22, 51, 30, 16, 31, 29, 17, 19, 20, 52, 30, 9, 29, 43, 30] [1, 35, 57, 53, 12, 43, 17, 6, 22, 30, 36, 19, 25, 19, 34, 24, 0] au2504 2025-03-20 00:10:00 5.0 705.14 705.24 705.4 705.08 946 0 704.2982608695651 704.864 704.7139999999999 -884.0
25 ['705.04', '705.06', '705.08', '705.1', '705.12', '705.14', '705.16', '705.18', '705.2', '705.22', '705.24', '705.26', '705.28', '705.3', '705.32', '705.34', '705.38', '705.4', '705.42'] [12, 21, 8, 13, 25, 5, 36, 35, 36, 11, 10, 25, 65, 43, 11, 12, 2, 4, 2] [25, 8, 4, 13, 26, 25, 44, 34, 1, 0, 18, 19, 46, 21, 17, 20, 5, 3, 0] au2504 2025-03-20 00:15:00 47.0 705.0600000000001 705.1800000000001 705.42 705.04 785 0 704.33 704.948 704.75 -837.0
26 ['705.04', '705.06', '705.08', '705.1', '705.12', '705.14', '705.16', '705.18', '705.2', '705.22', '705.24', '705.26', '705.28', '705.3', '705.32', '705.34', '705.36', '705.38', '705.4', '705.42', '705.44', '705.46', '705.48', '705.5', '705.52', '705.54', '705.56', '705.58', '705.6', '705.62', '705.66'] [0, 4, 17, 9, 34, 11, 4, 1, 13, 4, 13, 7, 13, 11, 1, 20, 14, 7, 5, 2, 15, 3, 13, 32, 12, 21, 30, 52, 44, 23, 14] [4, 4, 10, 20, 23, 5, 2, 3, 2, 1, 5, 8, 22, 0, 8, 4, 3, 0, 9, 9, 0, 1, 36, 31, 141, 117, 35, 25, 6, 10, 0] au2504 2025-03-20 00:20:00 -95.0 705.5600000000001 705.0600000000001 705.66 705.04 1074 0 704.3792000000001 705.132 704.84 -932.0
27 ['705.46', '705.5', '705.52', '705.54', '705.56', '705.58', '705.6', '705.62', '705.64', '705.66', '705.68', '705.7', '705.72', '705.76', '705.78', '705.8', '705.82', '705.84', '705.9'] [0, 22, 22, 68, 23, 234, 52, 42, 40, 23, 54, 24, 36, 14, 9, 14, 17, 34, 63] [4, 10, 11, 85, 33, 27, 41, 27, 15, 47, 18, 14, 7, 22, 34, 2, 57, 0, 0] au2504 2025-03-20 00:25:00 337.0 705.78 705.54 705.9 705.46 1311 0 704.433076923077 705.36 704.962 -595.0
28 ['705.48', '705.5', '705.52', '705.54', '705.56', '705.58', '705.6', '705.62', '705.64', '705.66', '705.68', '705.7', '705.72', '705.74', '705.76', '705.78', '705.8', '705.82', '705.84'] [6, 84, 27, 22, 11, 19, 22, 1, 6, 16, 23, 26, 40, 11, 25, 9, 15, 23, 38] [51, 19, 17, 12, 3, 34, 8, 13, 13, 15, 33, 28, 71, 30, 24, 13, 0, 10, 0] au2504 2025-03-20 00:30:00 30.0 705.52 705.78 705.84 705.48 882 0 704.4733333333335 705.412 705.05 -565.0
29 ['705.32', '705.34', '705.36', '705.38', '705.4', '705.42', '705.44', '705.46', '705.48', '705.5', '705.52', '705.54', '705.56', '705.58', '705.6', '705.62', '705.64', '705.66'] [2, 12, 10, 19, 22, 4, 2, 17, 18, 25, 14, 13, 225, 46, 9, 6, 26, 9] [21, 24, 33, 0, 23, 8, 7, 14, 17, 5, 10, 66, 21, 10, 6, 7, 8, 0] au2504 2025-03-20 00:35:00 199.0 705.5 705.5 705.66 705.32 840 0 704.5100000000001 705.484 705.174 -366.0
30 ['705.12', '705.14', '705.16', '705.18', '705.2', '705.22', '705.24', '705.26', '705.28', '705.3', '705.32', '705.34', '705.36', '705.38', '705.4', '705.42', '705.44', '705.46', '705.48', '705.5'] [4, 4, 1, 9, 18, 26, 40, 228, 26, 37, 37, 48, 11, 8, 12, 28, 1, 2, 0, 2] [18, 4, 1, 11, 35, 65, 23, 68, 86, 24, 38, 2, 7, 19, 213, 59, 5, 6, 10, 0] au2504 2025-03-20 00:40:00 -152.0 705.28 705.5 705.5 705.12 1305 0 704.536551724138 705.528 705.238 -518.0
31 ['705.1', '705.14', '705.16', '705.18', '705.2', '705.22', '705.24', '705.26', '705.28', '705.3', '705.32', '705.34', '705.36', '705.38', '705.4'] [0, 0, 2, 10, 22, 13, 6, 35, 17, 4, 23, 24, 2, 5, 3] [4, 6, 7, 23, 24, 16, 10, 37, 10, 12, 19, 7, 20, 1, 0] au2504 2025-03-20 00:45:00 -30.0 705.2 705.26 705.4 705.1 410 0 704.5586666666667 705.4559999999999 705.294 -548.0
32 ['705.08', '705.1', '705.12', '705.14', '705.16', '705.2', '705.22', '705.24', '705.26', '705.28', '705.3', '705.32', '705.34', '705.36', '705.38', '705.4'] [2, 0, 3, 4, 0, 1, 15, 11, 5, 32, 13, 8, 7, 24, 15, 21] [11, 7, 6, 7, 13, 19, 5, 28, 22, 47, 11, 3, 20, 22, 7, 3] au2504 2025-03-20 00:50:00 -70.0 705.08 705.22 705.4 705.08 434 0 704.5754838709679 705.316 705.338 -618.0
33 ['705.04', '705.06', '705.08', '705.1', '705.12'] [1, 3, 13, 16, 8] [16, 7, 10, 3, 2] au2504 2025-03-20 00:55:00 3.0 705.1 705.1 705.12 705.04 87 0 704.5918750000001 705.232 705.322 -615.0

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@@ -1,33 +0,0 @@
price,Ask,Bid,symbol,datetime,delta,close,open,high,low,volume,dj,dayma,5_MA,10_MA,delta累计
"['80960.0', '80970.0', '80980.0', '80990.0', '81000.0', '81010.0', '81020.0']","[0, 17, 5, 27, 65, 47, 53]","[12, 35, 12, 39, 81, 20, 0]",cu2505,2025-03-19 22:20:00,15.0,80990.0,81000.0,81020.0,80960.0,415,0,80990.0,80990.0,80990.0,15.0
"['81000.0', '81010.0', '81020.0', '81030.0', '81040.0', '81050.0', '81060.0', '81070.0', '81080.0', '81090.0']","[45, 7, 22, 70, 29, 158, 84, 41, 37, 66]","[3, 18, 22, 70, 67, 77, 5, 15, 39, 0]",cu2505,2025-03-19 22:25:00,243.0,81090.0,81000.0,81090.0,81000.0,924,0,81040.0,81040.0,81040.0,258.0
"['81030.0', '81040.0', '81050.0', '81060.0', '81070.0', '81080.0', '81090.0']","[0, 23, 42, 61, 138, 109, 82]","[20, 48, 101, 54, 99, 101, 0]",cu2505,2025-03-19 22:30:00,32.0,81090.0,81090.0,81090.0,81030.0,908,0,81056.66666666667,81056.66666666667,81056.66666666667,290.0
"['81070.0', '81080.0', '81090.0', '81100.0', '81110.0', '81120.0', '81130.0', '81140.0', '81150.0']","[0, 1, 24, 223, 56, 203, 161, 145, 30]","[1, 15, 9, 9, 95, 254, 240, 37, 0]",cu2505,2025-03-19 22:35:00,183.0,81120.0,81080.0,81150.0,81070.0,1558,0,81072.5,81072.5,81072.5,473.0
"['81080.0', '81090.0', '81100.0', '81110.0', '81120.0', '81130.0', '81140.0']","[0, 3, 7, 187, 0, 24, 3]","[8, 331, 258, 7, 1, 111, 0]",cu2505,2025-03-19 22:40:00,-492.0,81110.0,81130.0,81140.0,81080.0,946,0,81080.0,81080.0,81080.0,-19.0
"['81090.0', '81100.0', '81110.0', '81120.0', '81130.0', '81140.0', '81150.0', '81160.0', '81170.0']","[0, 31, 19, 93, 45, 82, 54, 14, 22]","[5, 71, 81, 52, 37, 81, 15, 0, 0]",cu2505,2025-03-19 22:45:00,18.0,81100.0,81110.0,81170.0,81090.0,758,0,81083.33333333333,81102.0,81083.33333333333,-1.0
"['80990.0', '81000.0', '81010.0', '81020.0', '81030.0', '81040.0', '81050.0', '81060.0', '81070.0', '81080.0', '81090.0', '81100.0', '81110.0']","[0, 3, 28, 22, 53, 71, 17, 0, 77, 58, 8, 35, 18]","[12, 64, 60, 39, 114, 60, 27, 73, 53, 106, 32, 26, 0]",cu2505,2025-03-19 22:50:00,-276.0,81030.0,81110.0,81110.0,80990.0,1101,0,81075.71428571429,81090.0,81075.71428571429,-277.0
"['81000.0', '81010.0', '81020.0', '81030.0', '81040.0', '81050.0']","[0, 22, 49, 104, 77, 19]","[16, 91, 89, 60, 23, 0]",cu2505,2025-03-19 22:55:00,-8.0,81030.0,81030.0,81050.0,81000.0,586,0,81070.0,81078.0,81070.0,-285.0
"['80990.0', '81000.0', '81010.0', '81020.0', '81030.0', '81040.0', '81050.0', '81060.0']","[0, 72, 55, 39, 87, 53, 83, 13]","[46, 51, 26, 36, 57, 29, 16, 0]",cu2505,2025-03-19 23:00:00,141.0,80990.0,81030.0,81060.0,80990.0,674,0,81061.11111111111,81052.0,81061.11111111111,-144.0
"['80980.0', '80990.0', '81000.0', '81010.0', '81020.0', '81030.0']","[0, 24, 58, 64, 26, 12]","[4, 70, 74, 26, 22, 0]",cu2505,2025-03-19 23:05:00,-12.0,81010.0,81000.0,81030.0,80980.0,390,0,81056.0,81032.0,81056.0,-156.0
"['81010.0', '81020.0', '81030.0', '81040.0', '81050.0', '81060.0', '81070.0', '81080.0']","[3, 42, 43, 55, 39, 54, 73, 38]","[23, 10, 11, 36, 27, 22, 24, 0]",cu2505,2025-03-19 23:10:00,194.0,81070.0,81010.0,81080.0,81010.0,520,0,81057.27272727272,81026.0,81064.0,38.0
"['81050.0', '81060.0', '81070.0', '81080.0']","[0, 38, 35, 45]","[35, 54, 117, 0]",cu2505,2025-03-19 23:15:00,-88.0,81060.0,81070.0,81080.0,81050.0,330,0,81057.5,81032.0,81061.0,-50.0
"['81030.0', '81040.0', '81050.0', '81060.0', '81070.0']","[3, 14, 1, 19, 17]","[22, 30, 64, 18, 0]",cu2505,2025-03-19 23:20:00,-80.0,81040.0,81060.0,81070.0,81030.0,200,0,81056.15384615384,81034.0,81056.0,-130.0
"['81040.0', '81050.0', '81060.0', '81070.0', '81080.0', '81090.0', '81100.0']","[0, 7, 12, 39, 53, 13, 58]","[3, 2, 13, 16, 40, 15, 0]",cu2505,2025-03-19 23:25:00,93.0,81080.0,81040.0,81100.0,81040.0,276,0,81057.85714285714,81052.0,81052.0,-37.0
"['81070.0', '81080.0', '81090.0', '81100.0', '81110.0', '81120.0']","[0, 9, 24, 20, 64, 62]","[8, 5, 3, 61, 46, 0]",cu2505,2025-03-19 23:30:00,56.0,81100.0,81080.0,81120.0,81070.0,320,0,81060.66666666667,81070.0,81051.0,19.0
"['81080.0', '81090.0', '81100.0', '81110.0', '81120.0', '81130.0']","[0, 4, 28, 39, 51, 50]","[8, 27, 19, 44, 1, 26]",cu2505,2025-03-19 23:35:00,47.0,81110.0,81120.0,81130.0,81080.0,307,0,81063.75,81078.0,81052.0,66.0
"['81090.0', '81100.0', '81110.0', '81120.0', '81130.0', '81140.0']","[7, 6, 46, 26, 7, 7]","[8, 61, 39, 5, 3, 0]",cu2505,2025-03-19 23:40:00,-17.0,81110.0,81110.0,81140.0,81090.0,227,0,81066.4705882353,81088.0,81060.0,49.0
"['81060.0', '81070.0', '81080.0', '81090.0', '81100.0', '81110.0', '81120.0', '81130.0', '81140.0']","[0, 4, 12, 13, 0, 1, 8, 46, 5]","[1, 37, 18, 1, 11, 16, 35, 22, 0]",cu2505,2025-03-19 23:45:00,-52.0,81070.0,81120.0,81140.0,81060.0,240,0,81066.66666666667,81094.0,81064.0,-3.0
"['81060.0', '81070.0', '81080.0', '81090.0', '81100.0']","[0, 22, 16, 42, 14]","[4, 35, 19, 11, 0]",cu2505,2025-03-19 23:50:00,25.0,81090.0,81070.0,81100.0,81060.0,166,0,81067.8947368421,81096.0,81074.0,22.0
"['81060.0', '81070.0', '81080.0', '81090.0', '81100.0', '81110.0', '81120.0']","[0, 9, 14, 22, 11, 25, 16]","[3, 11, 16, 10, 33, 6, 0]",cu2505,2025-03-19 23:55:00,18.0,81070.0,81100.0,81120.0,81060.0,183,0,81068.0,81090.0,81080.0,40.0
"['81020.0', '81030.0', '81040.0', '81050.0', '81060.0', '81070.0']","[0, 0, 36, 3, 0, 14]","[36, 32, 103, 30, 52, 0]",cu2505,2025-03-20 00:00:00,-200.0,81040.0,81070.0,81070.0,81020.0,332,-1,81066.66666666667,81076.0,81077.0,-160.0
"['81050.0', '81060.0', '81070.0', '81080.0', '81090.0', '81100.0', '81110.0', '81120.0', '81130.0']","[19, 12, 2, 7, 36, 15, 82, 65, 67]","[5, 2, 6, 2, 5, 12, 41, 23, 0]",cu2505,2025-03-20 00:05:00,209.0,81120.0,81050.0,81130.0,81050.0,427,0,81069.09090909091,81078.0,81083.0,49.0
"['81110.0', '81120.0', '81130.0', '81140.0', '81150.0', '81160.0', '81170.0', '81180.0', '81190.0', '81200.0', '81210.0', '81220.0', '81230.0']","[0, 18, 26, 41, 36, 22, 43, 77, 169, 196, 12, 54, 53]","[5, 30, 3, 0, 0, 8, 37, 53, 10, 58, 102, 0, 0]",cu2505,2025-03-20 00:10:00,441.0,81170.0,81110.0,81230.0,81110.0,1151,2,81073.47826086957,81098.0,81096.0,490.0
"['81160.0', '81170.0', '81180.0', '81190.0', '81200.0', '81210.0', '81220.0', '81230.0', '81240.0', '81250.0', '81260.0']","[0, 8, 26, 6, 37, 33, 89, 39, 197, 45, 11]","[31, 18, 0, 2, 32, 23, 17, 68, 36, 9, 0]",cu2505,2025-03-20 00:15:00,255.0,81240.0,81180.0,81260.0,81160.0,756,0,81080.41666666667,81128.0,81112.0,745.0
"['81210.0', '81220.0', '81230.0', '81240.0', '81250.0', '81260.0']","[0, 0, 33, 41, 47, 24]","[1, 38, 71, 35, 5, 0]",cu2505,2025-03-20 00:20:00,-5.0,81220.0,81240.0,81260.0,81210.0,307,0,81086.0,81158.0,81124.0,740.0
"['81210.0', '81220.0', '81230.0', '81240.0', '81250.0']","[0, 3, 24, 89, 33]","[4, 48, 69, 23, 0]",cu2505,2025-03-20 00:25:00,5.0,81230.0,81230.0,81250.0,81210.0,307,0,81091.53846153847,81196.0,81136.0,745.0
"['81210.0', '81220.0', '81230.0', '81240.0']","[0, 16, 41, 68]","[27, 67, 15, 0]",cu2505,2025-03-20 00:30:00,16.0,81230.0,81240.0,81240.0,81210.0,255,0,81096.66666666667,81218.0,81148.0,761.0
"['81170.0', '81180.0', '81190.0', '81200.0', '81210.0', '81220.0', '81230.0']","[0, 3, 0, 0, 20, 6, 26]","[9, 37, 17, 35, 21, 21, 1]",cu2505,2025-03-20 00:35:00,-86.0,81180.0,81220.0,81230.0,81170.0,232,0,81099.64285714286,81220.0,81159.0,675.0
"['81130.0', '81140.0', '81150.0', '81160.0', '81170.0', '81180.0', '81190.0']","[0, 2, 2, 41, 60, 9, 12]","[7, 19, 73, 51, 48, 1, 0]",cu2505,2025-03-20 00:40:00,-73.0,81180.0,81170.0,81190.0,81130.0,341,0,81102.41379310345,81208.0,81168.0,602.0
"['81180.0', '81190.0', '81200.0', '81210.0', '81220.0', '81230.0']","[0, 115, 37, 25, 40, 17]","[2, 39, 14, 34, 13, 0]",cu2505,2025-03-20 00:45:00,132.0,81220.0,81180.0,81230.0,81180.0,351,0,81106.33333333333,81208.0,81183.0,734.0
"['81200.0', '81210.0', '81220.0', '81230.0', '81240.0', '81250.0', '81260.0']","[0, 2, 3, 59, 92, 56, 20]","[1, 14, 20, 53, 90, 3, 0]",cu2505,2025-03-20 00:50:00,51.0,81240.0,81210.0,81260.0,81200.0,428,0,81110.64516129032,81210.0,81203.0,785.0
"['81240.0', '81250.0', '81260.0']","[0, 22, 6]","[3, 3, 0]",cu2505,2025-03-20 00:55:00,22.0,81250.0,81240.0,81260.0,81240.0,38,0,81115.0,81214.0,81216.0,807.0
1 price Ask Bid symbol datetime delta close open high low volume dj dayma 5_MA 10_MA delta累计
2 ['80960.0', '80970.0', '80980.0', '80990.0', '81000.0', '81010.0', '81020.0'] [0, 17, 5, 27, 65, 47, 53] [12, 35, 12, 39, 81, 20, 0] cu2505 2025-03-19 22:20:00 15.0 80990.0 81000.0 81020.0 80960.0 415 0 80990.0 80990.0 80990.0 15.0
3 ['81000.0', '81010.0', '81020.0', '81030.0', '81040.0', '81050.0', '81060.0', '81070.0', '81080.0', '81090.0'] [45, 7, 22, 70, 29, 158, 84, 41, 37, 66] [3, 18, 22, 70, 67, 77, 5, 15, 39, 0] cu2505 2025-03-19 22:25:00 243.0 81090.0 81000.0 81090.0 81000.0 924 0 81040.0 81040.0 81040.0 258.0
4 ['81030.0', '81040.0', '81050.0', '81060.0', '81070.0', '81080.0', '81090.0'] [0, 23, 42, 61, 138, 109, 82] [20, 48, 101, 54, 99, 101, 0] cu2505 2025-03-19 22:30:00 32.0 81090.0 81090.0 81090.0 81030.0 908 0 81056.66666666667 81056.66666666667 81056.66666666667 290.0
5 ['81070.0', '81080.0', '81090.0', '81100.0', '81110.0', '81120.0', '81130.0', '81140.0', '81150.0'] [0, 1, 24, 223, 56, 203, 161, 145, 30] [1, 15, 9, 9, 95, 254, 240, 37, 0] cu2505 2025-03-19 22:35:00 183.0 81120.0 81080.0 81150.0 81070.0 1558 0 81072.5 81072.5 81072.5 473.0
6 ['81080.0', '81090.0', '81100.0', '81110.0', '81120.0', '81130.0', '81140.0'] [0, 3, 7, 187, 0, 24, 3] [8, 331, 258, 7, 1, 111, 0] cu2505 2025-03-19 22:40:00 -492.0 81110.0 81130.0 81140.0 81080.0 946 0 81080.0 81080.0 81080.0 -19.0
7 ['81090.0', '81100.0', '81110.0', '81120.0', '81130.0', '81140.0', '81150.0', '81160.0', '81170.0'] [0, 31, 19, 93, 45, 82, 54, 14, 22] [5, 71, 81, 52, 37, 81, 15, 0, 0] cu2505 2025-03-19 22:45:00 18.0 81100.0 81110.0 81170.0 81090.0 758 0 81083.33333333333 81102.0 81083.33333333333 -1.0
8 ['80990.0', '81000.0', '81010.0', '81020.0', '81030.0', '81040.0', '81050.0', '81060.0', '81070.0', '81080.0', '81090.0', '81100.0', '81110.0'] [0, 3, 28, 22, 53, 71, 17, 0, 77, 58, 8, 35, 18] [12, 64, 60, 39, 114, 60, 27, 73, 53, 106, 32, 26, 0] cu2505 2025-03-19 22:50:00 -276.0 81030.0 81110.0 81110.0 80990.0 1101 0 81075.71428571429 81090.0 81075.71428571429 -277.0
9 ['81000.0', '81010.0', '81020.0', '81030.0', '81040.0', '81050.0'] [0, 22, 49, 104, 77, 19] [16, 91, 89, 60, 23, 0] cu2505 2025-03-19 22:55:00 -8.0 81030.0 81030.0 81050.0 81000.0 586 0 81070.0 81078.0 81070.0 -285.0
10 ['80990.0', '81000.0', '81010.0', '81020.0', '81030.0', '81040.0', '81050.0', '81060.0'] [0, 72, 55, 39, 87, 53, 83, 13] [46, 51, 26, 36, 57, 29, 16, 0] cu2505 2025-03-19 23:00:00 141.0 80990.0 81030.0 81060.0 80990.0 674 0 81061.11111111111 81052.0 81061.11111111111 -144.0
11 ['80980.0', '80990.0', '81000.0', '81010.0', '81020.0', '81030.0'] [0, 24, 58, 64, 26, 12] [4, 70, 74, 26, 22, 0] cu2505 2025-03-19 23:05:00 -12.0 81010.0 81000.0 81030.0 80980.0 390 0 81056.0 81032.0 81056.0 -156.0
12 ['81010.0', '81020.0', '81030.0', '81040.0', '81050.0', '81060.0', '81070.0', '81080.0'] [3, 42, 43, 55, 39, 54, 73, 38] [23, 10, 11, 36, 27, 22, 24, 0] cu2505 2025-03-19 23:10:00 194.0 81070.0 81010.0 81080.0 81010.0 520 0 81057.27272727272 81026.0 81064.0 38.0
13 ['81050.0', '81060.0', '81070.0', '81080.0'] [0, 38, 35, 45] [35, 54, 117, 0] cu2505 2025-03-19 23:15:00 -88.0 81060.0 81070.0 81080.0 81050.0 330 0 81057.5 81032.0 81061.0 -50.0
14 ['81030.0', '81040.0', '81050.0', '81060.0', '81070.0'] [3, 14, 1, 19, 17] [22, 30, 64, 18, 0] cu2505 2025-03-19 23:20:00 -80.0 81040.0 81060.0 81070.0 81030.0 200 0 81056.15384615384 81034.0 81056.0 -130.0
15 ['81040.0', '81050.0', '81060.0', '81070.0', '81080.0', '81090.0', '81100.0'] [0, 7, 12, 39, 53, 13, 58] [3, 2, 13, 16, 40, 15, 0] cu2505 2025-03-19 23:25:00 93.0 81080.0 81040.0 81100.0 81040.0 276 0 81057.85714285714 81052.0 81052.0 -37.0
16 ['81070.0', '81080.0', '81090.0', '81100.0', '81110.0', '81120.0'] [0, 9, 24, 20, 64, 62] [8, 5, 3, 61, 46, 0] cu2505 2025-03-19 23:30:00 56.0 81100.0 81080.0 81120.0 81070.0 320 0 81060.66666666667 81070.0 81051.0 19.0
17 ['81080.0', '81090.0', '81100.0', '81110.0', '81120.0', '81130.0'] [0, 4, 28, 39, 51, 50] [8, 27, 19, 44, 1, 26] cu2505 2025-03-19 23:35:00 47.0 81110.0 81120.0 81130.0 81080.0 307 0 81063.75 81078.0 81052.0 66.0
18 ['81090.0', '81100.0', '81110.0', '81120.0', '81130.0', '81140.0'] [7, 6, 46, 26, 7, 7] [8, 61, 39, 5, 3, 0] cu2505 2025-03-19 23:40:00 -17.0 81110.0 81110.0 81140.0 81090.0 227 0 81066.4705882353 81088.0 81060.0 49.0
19 ['81060.0', '81070.0', '81080.0', '81090.0', '81100.0', '81110.0', '81120.0', '81130.0', '81140.0'] [0, 4, 12, 13, 0, 1, 8, 46, 5] [1, 37, 18, 1, 11, 16, 35, 22, 0] cu2505 2025-03-19 23:45:00 -52.0 81070.0 81120.0 81140.0 81060.0 240 0 81066.66666666667 81094.0 81064.0 -3.0
20 ['81060.0', '81070.0', '81080.0', '81090.0', '81100.0'] [0, 22, 16, 42, 14] [4, 35, 19, 11, 0] cu2505 2025-03-19 23:50:00 25.0 81090.0 81070.0 81100.0 81060.0 166 0 81067.8947368421 81096.0 81074.0 22.0
21 ['81060.0', '81070.0', '81080.0', '81090.0', '81100.0', '81110.0', '81120.0'] [0, 9, 14, 22, 11, 25, 16] [3, 11, 16, 10, 33, 6, 0] cu2505 2025-03-19 23:55:00 18.0 81070.0 81100.0 81120.0 81060.0 183 0 81068.0 81090.0 81080.0 40.0
22 ['81020.0', '81030.0', '81040.0', '81050.0', '81060.0', '81070.0'] [0, 0, 36, 3, 0, 14] [36, 32, 103, 30, 52, 0] cu2505 2025-03-20 00:00:00 -200.0 81040.0 81070.0 81070.0 81020.0 332 -1 81066.66666666667 81076.0 81077.0 -160.0
23 ['81050.0', '81060.0', '81070.0', '81080.0', '81090.0', '81100.0', '81110.0', '81120.0', '81130.0'] [19, 12, 2, 7, 36, 15, 82, 65, 67] [5, 2, 6, 2, 5, 12, 41, 23, 0] cu2505 2025-03-20 00:05:00 209.0 81120.0 81050.0 81130.0 81050.0 427 0 81069.09090909091 81078.0 81083.0 49.0
24 ['81110.0', '81120.0', '81130.0', '81140.0', '81150.0', '81160.0', '81170.0', '81180.0', '81190.0', '81200.0', '81210.0', '81220.0', '81230.0'] [0, 18, 26, 41, 36, 22, 43, 77, 169, 196, 12, 54, 53] [5, 30, 3, 0, 0, 8, 37, 53, 10, 58, 102, 0, 0] cu2505 2025-03-20 00:10:00 441.0 81170.0 81110.0 81230.0 81110.0 1151 2 81073.47826086957 81098.0 81096.0 490.0
25 ['81160.0', '81170.0', '81180.0', '81190.0', '81200.0', '81210.0', '81220.0', '81230.0', '81240.0', '81250.0', '81260.0'] [0, 8, 26, 6, 37, 33, 89, 39, 197, 45, 11] [31, 18, 0, 2, 32, 23, 17, 68, 36, 9, 0] cu2505 2025-03-20 00:15:00 255.0 81240.0 81180.0 81260.0 81160.0 756 0 81080.41666666667 81128.0 81112.0 745.0
26 ['81210.0', '81220.0', '81230.0', '81240.0', '81250.0', '81260.0'] [0, 0, 33, 41, 47, 24] [1, 38, 71, 35, 5, 0] cu2505 2025-03-20 00:20:00 -5.0 81220.0 81240.0 81260.0 81210.0 307 0 81086.0 81158.0 81124.0 740.0
27 ['81210.0', '81220.0', '81230.0', '81240.0', '81250.0'] [0, 3, 24, 89, 33] [4, 48, 69, 23, 0] cu2505 2025-03-20 00:25:00 5.0 81230.0 81230.0 81250.0 81210.0 307 0 81091.53846153847 81196.0 81136.0 745.0
28 ['81210.0', '81220.0', '81230.0', '81240.0'] [0, 16, 41, 68] [27, 67, 15, 0] cu2505 2025-03-20 00:30:00 16.0 81230.0 81240.0 81240.0 81210.0 255 0 81096.66666666667 81218.0 81148.0 761.0
29 ['81170.0', '81180.0', '81190.0', '81200.0', '81210.0', '81220.0', '81230.0'] [0, 3, 0, 0, 20, 6, 26] [9, 37, 17, 35, 21, 21, 1] cu2505 2025-03-20 00:35:00 -86.0 81180.0 81220.0 81230.0 81170.0 232 0 81099.64285714286 81220.0 81159.0 675.0
30 ['81130.0', '81140.0', '81150.0', '81160.0', '81170.0', '81180.0', '81190.0'] [0, 2, 2, 41, 60, 9, 12] [7, 19, 73, 51, 48, 1, 0] cu2505 2025-03-20 00:40:00 -73.0 81180.0 81170.0 81190.0 81130.0 341 0 81102.41379310345 81208.0 81168.0 602.0
31 ['81180.0', '81190.0', '81200.0', '81210.0', '81220.0', '81230.0'] [0, 115, 37, 25, 40, 17] [2, 39, 14, 34, 13, 0] cu2505 2025-03-20 00:45:00 132.0 81220.0 81180.0 81230.0 81180.0 351 0 81106.33333333333 81208.0 81183.0 734.0
32 ['81200.0', '81210.0', '81220.0', '81230.0', '81240.0', '81250.0', '81260.0'] [0, 2, 3, 59, 92, 56, 20] [1, 14, 20, 53, 90, 3, 0] cu2505 2025-03-20 00:50:00 51.0 81240.0 81210.0 81260.0 81200.0 428 0 81110.64516129032 81210.0 81203.0 785.0
33 ['81240.0', '81250.0', '81260.0'] [0, 22, 6] [3, 3, 0] cu2505 2025-03-20 00:55:00 22.0 81250.0 81240.0 81260.0 81240.0 38 0 81115.0 81214.0 81216.0 807.0

View File

@@ -1,9 +0,0 @@
price,Ask,Bid,symbol,datetime,delta,close,open,high,low,volume,dj,dayma,5_MA,10_MA,delta累计
"['3345.0', '3346.0', '3347.0']","[0, 403, 28]","[240, 8, 0]",hc2505,2025-03-19 22:20:00,183.0,3345.0,3347.0,3347.0,3345.0,742,0,3345.0,3345.0,3345.0,183.0
"['3344.0', '3345.0', '3346.0', '3347.0']","[0, 561, 638, 9]","[322, 894, 165, 0]",hc2505,2025-03-19 22:25:00,-173.0,3345.0,3346.0,3347.0,3344.0,2591,0,3345.0,3345.0,3345.0,10.0
"['3341.0', '3342.0', '3343.0', '3344.0', '3345.0']","[0, 79, 824, 733, 51]","[601, 1991, 2229, 195, 0]",hc2505,2025-03-19 22:30:00,-3329.0,3341.0,3345.0,3345.0,3341.0,6744,0,3343.6666666666665,3343.6666666666665,3343.6666666666665,-3319.0
"['3341.0', '3342.0', '3343.0', '3344.0', '3345.0']","[0, 527, 255, 759, 640]","[448, 355, 435, 51, 0]",hc2505,2025-03-19 22:35:00,892.0,3345.0,3341.0,3345.0,3341.0,3472,0,3344.0,3344.0,3344.0,-2427.0
"['3343.0', '3344.0', '3345.0', '3346.0']","[0, 54, 5, 958]","[825, 1127, 14, 0]",hc2505,2025-03-19 22:40:00,-949.0,3343.0,3345.0,3346.0,3343.0,2983,0,3343.8,3343.8,3343.8,-3376.0
"['3342.0', '3343.0', '3344.0', '3345.0', '3346.0']","[0, 105, 603, 797, 100]","[238, 367, 704, 22, 0]",hc2505,2025-03-19 22:45:00,274.0,3345.0,3343.0,3346.0,3342.0,2950,0,3344.0,3343.8,3344.0,-3102.0
"['3343.0', '3344.0', '3345.0']","[0, 353, 305]","[463, 776, 0]",hc2505,2025-03-19 22:50:00,-581.0,3344.0,3344.0,3345.0,3343.0,1902,0,3344.0,3343.6,3344.0,-3683.0
"['3342.0', '3343.0', '3344.0', '3345.0']","[0, 320, 574, 97]","[218, 893, 297, 0]",hc2505,2025-03-19 22:55:00,-417.0,3343.0,3343.0,3345.0,3342.0,2399,0,3343.875,3344.0,3343.875,-4100.0
1 price Ask Bid symbol datetime delta close open high low volume dj dayma 5_MA 10_MA delta累计
2 ['3345.0', '3346.0', '3347.0'] [0, 403, 28] [240, 8, 0] hc2505 2025-03-19 22:20:00 183.0 3345.0 3347.0 3347.0 3345.0 742 0 3345.0 3345.0 3345.0 183.0
3 ['3344.0', '3345.0', '3346.0', '3347.0'] [0, 561, 638, 9] [322, 894, 165, 0] hc2505 2025-03-19 22:25:00 -173.0 3345.0 3346.0 3347.0 3344.0 2591 0 3345.0 3345.0 3345.0 10.0
4 ['3341.0', '3342.0', '3343.0', '3344.0', '3345.0'] [0, 79, 824, 733, 51] [601, 1991, 2229, 195, 0] hc2505 2025-03-19 22:30:00 -3329.0 3341.0 3345.0 3345.0 3341.0 6744 0 3343.6666666666665 3343.6666666666665 3343.6666666666665 -3319.0
5 ['3341.0', '3342.0', '3343.0', '3344.0', '3345.0'] [0, 527, 255, 759, 640] [448, 355, 435, 51, 0] hc2505 2025-03-19 22:35:00 892.0 3345.0 3341.0 3345.0 3341.0 3472 0 3344.0 3344.0 3344.0 -2427.0
6 ['3343.0', '3344.0', '3345.0', '3346.0'] [0, 54, 5, 958] [825, 1127, 14, 0] hc2505 2025-03-19 22:40:00 -949.0 3343.0 3345.0 3346.0 3343.0 2983 0 3343.8 3343.8 3343.8 -3376.0
7 ['3342.0', '3343.0', '3344.0', '3345.0', '3346.0'] [0, 105, 603, 797, 100] [238, 367, 704, 22, 0] hc2505 2025-03-19 22:45:00 274.0 3345.0 3343.0 3346.0 3342.0 2950 0 3344.0 3343.8 3344.0 -3102.0
8 ['3343.0', '3344.0', '3345.0'] [0, 353, 305] [463, 776, 0] hc2505 2025-03-19 22:50:00 -581.0 3344.0 3344.0 3345.0 3343.0 1902 0 3344.0 3343.6 3344.0 -3683.0
9 ['3342.0', '3343.0', '3344.0', '3345.0'] [0, 320, 574, 97] [218, 893, 297, 0] hc2505 2025-03-19 22:55:00 -417.0 3343.0 3343.0 3345.0 3342.0 2399 0 3343.875 3344.0 3343.875 -4100.0

View File

@@ -1,9 +0,0 @@
price,Ask,Bid,symbol,datetime,delta,close,open,high,low,volume,dj,dayma,5_MA,10_MA,delta累计
"['2910.0', '2911.0', '2912.0', '2913.0', '2914.0']","[0, 3056, 1814, 1431, 1463]","[984, 1097, 363, 2106, 0]",m2505,2025-03-19 22:20:00,3214.0,2913.0,2910.0,2914.0,2910.0,12314,0,2913.0,2913.0,2913.0,3214.0
"['2913.0', '2914.0', '2915.0', '2916.0', '2917.0', '2918.0', '2919.0', '2920.0', '2921.0']","[708, 1915, 4955, 1395, 3355, 3706, 6476, 14380, 219]","[1853, 1495, 658, 2122, 5172, 4959, 5691, 3947, 0]",m2505,2025-03-19 22:25:00,11212.0,2920.0,2914.0,2921.0,2913.0,63213,0,2916.5,2916.5,2916.5,14426.0
"['2916.0', '2917.0', '2918.0', '2919.0', '2920.0']","[0, 6992, 824, 57, 270]","[2438, 7153, 1127, 1098, 693]",m2505,2025-03-19 22:30:00,-4366.0,2916.0,2920.0,2920.0,2916.0,20652,-1,2916.3333333333335,2916.3333333333335,2916.3333333333335,10060.0
"['2910.0', '2911.0', '2912.0', '2913.0', '2914.0', '2915.0', '2916.0', '2917.0']","[0, 2003, 1710, 2444, 787, 1467, 219, 1678]","[373, 3678, 4226, 2099, 1176, 3895, 927, 0]",m2505,2025-03-19 22:35:00,-6066.0,2911.0,2917.0,2917.0,2910.0,26682,0,2915.0,2915.0,2915.0,3994.0
"['2911.0', '2912.0', '2913.0', '2914.0']","[0, 2663, 6192, 551]","[781, 4073, 912, 0]",m2505,2025-03-19 22:40:00,3640.0,2914.0,2912.0,2914.0,2911.0,15172,0,2914.8,2914.8,2914.8,7634.0
"['2912.0', '2913.0', '2914.0', '2915.0', '2916.0']","[0, 500, 3313, 2912, 920]","[741, 1761, 2734, 391, 0]",m2505,2025-03-19 22:45:00,2018.0,2912.0,2914.0,2916.0,2912.0,13272,0,2914.3333333333335,2914.6,2914.3333333333335,9652.0
"['2910.0', '2911.0', '2912.0', '2913.0', '2914.0']","[0, 1902, 1406, 1711, 375]","[2852, 2233, 2966, 609, 0]",m2505,2025-03-19 22:50:00,-3266.0,2912.0,2913.0,2914.0,2910.0,14058,0,2914.0,2913.0,2914.0,6386.0
"['2911.0', '2912.0', '2913.0', '2914.0']","[0, 1369, 4041, 45]","[156, 1554, 516, 0]",m2505,2025-03-19 22:55:00,3229.0,2912.0,2912.0,2914.0,2911.0,7715,0,2913.75,2912.2,2913.75,9615.0
1 price Ask Bid symbol datetime delta close open high low volume dj dayma 5_MA 10_MA delta累计
2 ['2910.0', '2911.0', '2912.0', '2913.0', '2914.0'] [0, 3056, 1814, 1431, 1463] [984, 1097, 363, 2106, 0] m2505 2025-03-19 22:20:00 3214.0 2913.0 2910.0 2914.0 2910.0 12314 0 2913.0 2913.0 2913.0 3214.0
3 ['2913.0', '2914.0', '2915.0', '2916.0', '2917.0', '2918.0', '2919.0', '2920.0', '2921.0'] [708, 1915, 4955, 1395, 3355, 3706, 6476, 14380, 219] [1853, 1495, 658, 2122, 5172, 4959, 5691, 3947, 0] m2505 2025-03-19 22:25:00 11212.0 2920.0 2914.0 2921.0 2913.0 63213 0 2916.5 2916.5 2916.5 14426.0
4 ['2916.0', '2917.0', '2918.0', '2919.0', '2920.0'] [0, 6992, 824, 57, 270] [2438, 7153, 1127, 1098, 693] m2505 2025-03-19 22:30:00 -4366.0 2916.0 2920.0 2920.0 2916.0 20652 -1 2916.3333333333335 2916.3333333333335 2916.3333333333335 10060.0
5 ['2910.0', '2911.0', '2912.0', '2913.0', '2914.0', '2915.0', '2916.0', '2917.0'] [0, 2003, 1710, 2444, 787, 1467, 219, 1678] [373, 3678, 4226, 2099, 1176, 3895, 927, 0] m2505 2025-03-19 22:35:00 -6066.0 2911.0 2917.0 2917.0 2910.0 26682 0 2915.0 2915.0 2915.0 3994.0
6 ['2911.0', '2912.0', '2913.0', '2914.0'] [0, 2663, 6192, 551] [781, 4073, 912, 0] m2505 2025-03-19 22:40:00 3640.0 2914.0 2912.0 2914.0 2911.0 15172 0 2914.8 2914.8 2914.8 7634.0
7 ['2912.0', '2913.0', '2914.0', '2915.0', '2916.0'] [0, 500, 3313, 2912, 920] [741, 1761, 2734, 391, 0] m2505 2025-03-19 22:45:00 2018.0 2912.0 2914.0 2916.0 2912.0 13272 0 2914.3333333333335 2914.6 2914.3333333333335 9652.0
8 ['2910.0', '2911.0', '2912.0', '2913.0', '2914.0'] [0, 1902, 1406, 1711, 375] [2852, 2233, 2966, 609, 0] m2505 2025-03-19 22:50:00 -3266.0 2912.0 2913.0 2914.0 2910.0 14058 0 2914.0 2913.0 2914.0 6386.0
9 ['2911.0', '2912.0', '2913.0', '2914.0'] [0, 1369, 4041, 45] [156, 1554, 516, 0] m2505 2025-03-19 22:55:00 3229.0 2912.0 2912.0 2914.0 2911.0 7715 0 2913.75 2912.2 2913.75 9615.0

View File

@@ -1,33 +0,0 @@
price,Ask,Bid,symbol,datetime,delta,close,open,high,low,volume,dj,dayma,5_MA,10_MA,delta累计
"['131060.0', '131070.0', '131080.0', '131090.0', '131100.0', '131110.0', '131120.0', '131130.0', '131140.0', '131150.0', '131160.0', '131170.0', '131180.0', '131190.0', '131200.0', '131210.0', '131230.0', '131240.0', '131250.0', '131260.0', '131270.0', '131280.0', '131290.0', '131300.0', '131310.0', '131350.0', '131360.0', '131370.0', '131380.0', '131390.0', '131400.0', '131410.0', '131420.0', '131430.0', '131440.0', '131450.0', '131460.0', '131470.0', '131480.0', '131500.0', '131520.0', '131530.0', '131540.0', '131550.0', '131560.0', '131570.0', '131590.0', '131600.0', '131610.0', '131620.0', '131630.0', '131640.0', '131650.0', '131660.0']","[0, 0, 78, 72, 101, 84, 25, 43, 107, 176, 0, 90, 185, 185, 253, 0, 0, 0, 116, 167, 0, 12, 106, 59, 0, 0, 0, 48, 145, 3, 126, 109, 198, 280, 165, 135, 34, 120, 21, 0, 0, 0, 0, 0, 7, 15, 0, 0, 99, 2, 6, 2, 47, 28]","[48, 26, 97, 43, 219, 45, 102, 132, 271, 65, 40, 424, 72, 185, 50, 49, 45, 46, 115, 288, 65, 146, 29, 49, 74, 176, 47, 50, 197, 117, 116, 147, 291, 253, 113, 50, 78, 77, 23, 93, 15, 26, 23, 9, 61, 40, 30, 45, 0, 6, 15, 37, 15, 0]",ni2505,2025-03-19 22:20:00,-1426.0,131170.0,131640.0,131660.0,131060.0,8894,-7,131170.0,131170.0,131170.0,-1426.0
"['130760.0', '130770.0', '130780.0', '130790.0', '130800.0', '130810.0', '130820.0', '130830.0', '130840.0', '130850.0', '130860.0', '130870.0', '130880.0', '130890.0', '130900.0', '130910.0', '130920.0', '130930.0', '131000.0', '131010.0', '131020.0', '131030.0', '131040.0', '131050.0', '131060.0', '131070.0', '131080.0', '131090.0', '131100.0', '131110.0', '131120.0', '131130.0', '131140.0', '131170.0', '131180.0', '131190.0', '131200.0', '131210.0', '131220.0', '131230.0', '131240.0', '131250.0', '131260.0', '131270.0', '131280.0', '131290.0', '131300.0', '131310.0', '131320.0', '131330.0']","[0, 129, 55, 0, 34, 135, 129, 146, 31, 84, 71, 23, 27, 176, 125, 80, 64, 13, 0, 0, 0, 86, 25, 133, 90, 132, 163, 188, 248, 64, 55, 0, 0, 0, 32, 0, 0, 10, 69, 59, 29, 48, 127, 67, 135, 158, 233, 112, 58, 94]","[27, 97, 0, 111, 29, 43, 40, 22, 49, 130, 166, 20, 119, 99, 157, 267, 0, 0, 133, 44, 75, 35, 196, 33, 127, 231, 186, 96, 100, 28, 0, 58, 30, 60, 48, 10, 83, 73, 108, 113, 32, 117, 105, 95, 181, 138, 134, 115, 49, 0]",ni2505,2025-03-19 22:25:00,-472.0,130880.0,131180.0,131330.0,130760.0,8421,-1,131025.0,131025.0,131025.0,-1898.0
"['130560.0', '130570.0', '130590.0', '130600.0', '130610.0', '130620.0', '130630.0', '130640.0', '130650.0', '130660.0', '130670.0', '130680.0', '130690.0', '130700.0', '130710.0', '130720.0', '130730.0', '130740.0', '130750.0', '130760.0', '130770.0', '130780.0', '130790.0', '130800.0', '130810.0', '130820.0', '130830.0', '130840.0', '130850.0', '130860.0', '130870.0', '130880.0', '130890.0']","[0, 35, 18, 136, 0, 164, 78, 51, 32, 0, 119, 107, 178, 147, 376, 321, 136, 172, 293, 120, 163, 221, 304, 301, 227, 55, 102, 70, 18, 82, 0, 63, 41]","[19, 20, 0, 131, 19, 77, 34, 15, 40, 59, 140, 171, 120, 299, 196, 241, 92, 212, 152, 168, 234, 242, 122, 204, 130, 44, 175, 45, 154, 27, 31, 91, 11]",ni2505,2025-03-19 22:30:00,415.0,130790.0,130890.0,130890.0,130560.0,8664,0,130946.66666666667,130946.66666666667,130946.66666666667,-1483.0
"['130700.0', '130710.0', '130720.0', '130730.0', '130740.0', '130750.0', '130760.0', '130770.0', '130780.0', '130790.0', '130800.0', '130810.0', '130820.0', '130830.0', '130840.0', '130850.0', '130860.0', '130870.0', '130880.0']","[52, 53, 37, 8, 122, 93, 163, 212, 97, 37, 180, 180, 270, 286, 213, 273, 229, 127, 71]","[36, 77, 49, 42, 98, 87, 198, 147, 137, 176, 288, 172, 109, 160, 220, 188, 185, 84, 0]",ni2505,2025-03-19 22:35:00,250.0,130820.0,130780.0,130880.0,130700.0,5591,0,130915.0,130915.0,130915.0,-1233.0
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"['131000.0', '131010.0', '131030.0', '131040.0', '131050.0', '131070.0', '131080.0']","[0, 5, 17, 8, 14, 0, 1]","[10, 8, 29, 3, 17, 3, 0]",ni2505,2025-03-20 00:55:00,-25.0,131030.0,131080.0,131080.0,131000.0,128,0,130826.5625,130972.0,131005.0,-2209.0
1 price Ask Bid symbol datetime delta close open high low volume dj dayma 5_MA 10_MA delta累计
2 ['131060.0', '131070.0', '131080.0', '131090.0', '131100.0', '131110.0', '131120.0', '131130.0', '131140.0', '131150.0', '131160.0', '131170.0', '131180.0', '131190.0', '131200.0', '131210.0', '131230.0', '131240.0', '131250.0', '131260.0', '131270.0', '131280.0', '131290.0', '131300.0', '131310.0', '131350.0', '131360.0', '131370.0', '131380.0', '131390.0', '131400.0', '131410.0', '131420.0', '131430.0', '131440.0', '131450.0', '131460.0', '131470.0', '131480.0', '131500.0', '131520.0', '131530.0', '131540.0', '131550.0', '131560.0', '131570.0', '131590.0', '131600.0', '131610.0', '131620.0', '131630.0', '131640.0', '131650.0', '131660.0'] [0, 0, 78, 72, 101, 84, 25, 43, 107, 176, 0, 90, 185, 185, 253, 0, 0, 0, 116, 167, 0, 12, 106, 59, 0, 0, 0, 48, 145, 3, 126, 109, 198, 280, 165, 135, 34, 120, 21, 0, 0, 0, 0, 0, 7, 15, 0, 0, 99, 2, 6, 2, 47, 28] [48, 26, 97, 43, 219, 45, 102, 132, 271, 65, 40, 424, 72, 185, 50, 49, 45, 46, 115, 288, 65, 146, 29, 49, 74, 176, 47, 50, 197, 117, 116, 147, 291, 253, 113, 50, 78, 77, 23, 93, 15, 26, 23, 9, 61, 40, 30, 45, 0, 6, 15, 37, 15, 0] ni2505 2025-03-19 22:20:00 -1426.0 131170.0 131640.0 131660.0 131060.0 8894 -7 131170.0 131170.0 131170.0 -1426.0
3 ['130760.0', '130770.0', '130780.0', '130790.0', '130800.0', '130810.0', '130820.0', '130830.0', '130840.0', '130850.0', '130860.0', '130870.0', '130880.0', '130890.0', '130900.0', '130910.0', '130920.0', '130930.0', '131000.0', '131010.0', '131020.0', '131030.0', '131040.0', '131050.0', '131060.0', '131070.0', '131080.0', '131090.0', '131100.0', '131110.0', '131120.0', '131130.0', '131140.0', '131170.0', '131180.0', '131190.0', '131200.0', '131210.0', '131220.0', '131230.0', '131240.0', '131250.0', '131260.0', '131270.0', '131280.0', '131290.0', '131300.0', '131310.0', '131320.0', '131330.0'] [0, 129, 55, 0, 34, 135, 129, 146, 31, 84, 71, 23, 27, 176, 125, 80, 64, 13, 0, 0, 0, 86, 25, 133, 90, 132, 163, 188, 248, 64, 55, 0, 0, 0, 32, 0, 0, 10, 69, 59, 29, 48, 127, 67, 135, 158, 233, 112, 58, 94] [27, 97, 0, 111, 29, 43, 40, 22, 49, 130, 166, 20, 119, 99, 157, 267, 0, 0, 133, 44, 75, 35, 196, 33, 127, 231, 186, 96, 100, 28, 0, 58, 30, 60, 48, 10, 83, 73, 108, 113, 32, 117, 105, 95, 181, 138, 134, 115, 49, 0] ni2505 2025-03-19 22:25:00 -472.0 130880.0 131180.0 131330.0 130760.0 8421 -1 131025.0 131025.0 131025.0 -1898.0
4 ['130560.0', '130570.0', '130590.0', '130600.0', '130610.0', '130620.0', '130630.0', '130640.0', '130650.0', '130660.0', '130670.0', '130680.0', '130690.0', '130700.0', '130710.0', '130720.0', '130730.0', '130740.0', '130750.0', '130760.0', '130770.0', '130780.0', '130790.0', '130800.0', '130810.0', '130820.0', '130830.0', '130840.0', '130850.0', '130860.0', '130870.0', '130880.0', '130890.0'] [0, 35, 18, 136, 0, 164, 78, 51, 32, 0, 119, 107, 178, 147, 376, 321, 136, 172, 293, 120, 163, 221, 304, 301, 227, 55, 102, 70, 18, 82, 0, 63, 41] [19, 20, 0, 131, 19, 77, 34, 15, 40, 59, 140, 171, 120, 299, 196, 241, 92, 212, 152, 168, 234, 242, 122, 204, 130, 44, 175, 45, 154, 27, 31, 91, 11] ni2505 2025-03-19 22:30:00 415.0 130790.0 130890.0 130890.0 130560.0 8664 0 130946.66666666667 130946.66666666667 130946.66666666667 -1483.0
5 ['130700.0', '130710.0', '130720.0', '130730.0', '130740.0', '130750.0', '130760.0', '130770.0', '130780.0', '130790.0', '130800.0', '130810.0', '130820.0', '130830.0', '130840.0', '130850.0', '130860.0', '130870.0', '130880.0'] [52, 53, 37, 8, 122, 93, 163, 212, 97, 37, 180, 180, 270, 286, 213, 273, 229, 127, 71] [36, 77, 49, 42, 98, 87, 198, 147, 137, 176, 288, 172, 109, 160, 220, 188, 185, 84, 0] ni2505 2025-03-19 22:35:00 250.0 130820.0 130780.0 130880.0 130700.0 5591 0 130915.0 130915.0 130915.0 -1233.0
6 ['130640.0', '130650.0', '130660.0', '130670.0', '130680.0', '130690.0', '130700.0', '130710.0', '130720.0', '130730.0', '130740.0', '130750.0', '130760.0', '130770.0', '130790.0', '130800.0', '130810.0', '130820.0', '130830.0', '130840.0'] [0, 3, 38, 82, 29, 101, 153, 75, 112, 55, 45, 65, 67, 28, 530, 1, 18, 56, 14, 92] [33, 54, 42, 107, 27, 42, 58, 82, 1466, 43, 24, 42, 45, 583, 0, 6, 44, 45, 3, 282] ni2505 2025-03-19 22:40:00 -1464.0 130790.0 130840.0 130840.0 130640.0 4722 0 130890.0 130890.0 130890.0 -2697.0
7 ['130660.0', '130670.0', '130680.0', '130690.0', '130700.0', '130710.0', '130720.0', '130730.0', '130740.0', '130750.0', '130760.0', '130770.0', '130780.0', '130790.0', '130800.0', '130810.0'] [12, 34, 44, 0, 45, 68, 92, 35, 11, 29, 93, 106, 144, 125, 155, 117] [78, 123, 70, 21, 135, 47, 20, 26, 51, 156, 176, 138, 192, 47, 131, 5] ni2505 2025-03-19 22:45:00 -306.0 130670.0 130760.0 130810.0 130660.0 2718 0 130853.33333333333 130790.0 130853.33333333333 -3003.0
8 ['130390.0', '130400.0', '130410.0', '130420.0', '130430.0', '130440.0', '130450.0', '130460.0', '130470.0', '130480.0', '130490.0', '130500.0', '130510.0', '130520.0', '130530.0', '130540.0', '130550.0', '130560.0', '130570.0', '130580.0', '130590.0', '130600.0', '130610.0', '130620.0', '130630.0', '130640.0', '130650.0', '130660.0', '130670.0', '130680.0', '130690.0', '130700.0', '130710.0', '130720.0', '130730.0', '130740.0'] [35, 0, 69, 50, 40, 25, 14, 96, 126, 71, 97, 36, 40, 28, 47, 133, 0, 84, 321, 82, 46, 102, 144, 111, 63, 51, 49, 53, 0, 96, 58, 68, 127, 181, 70, 14] [62, 44, 93, 66, 6, 45, 24, 39, 163, 46, 84, 132, 175, 14, 54, 22, 140, 299, 278, 134, 57, 228, 143, 128, 63, 51, 144, 58, 66, 95, 76, 68, 103, 23, 17, 0] ni2505 2025-03-19 22:50:00 -613.0 130410.0 130670.0 130740.0 130390.0 6298 0 130790.0 130696.0 130790.0 -3616.0
9 ['130410.0', '130430.0', '130440.0', '130460.0', '130470.0', '130480.0', '130490.0', '130500.0', '130510.0', '130520.0', '130530.0', '130540.0', '130550.0', '130560.0', '130570.0', '130580.0', '130590.0', '130600.0', '130610.0'] [64, 10, 55, 5, 52, 9, 186, 132, 130, 225, 153, 234, 210, 81, 77, 93, 65, 30, 18] [0, 0, 0, 5, 8, 111, 108, 252, 117, 198, 153, 171, 60, 97, 37, 25, 44, 5, 9] ni2505 2025-03-19 22:55:00 429.0 130540.0 130410.0 130610.0 130410.0 3409 2 130758.75 130646.0 130758.75 -3187.0
10 ['130410.0', '130420.0', '130430.0', '130440.0', '130450.0', '130460.0', '130470.0', '130480.0', '130490.0', '130500.0', '130510.0', '130520.0', '130530.0', '130540.0', '130550.0', '130560.0'] [23, 17, 98, 100, 106, 126, 113, 178, 87, 90, 119, 54, 56, 32, 27, 10] [54, 117, 92, 75, 161, 76, 163, 220, 164, 132, 86, 27, 95, 45, 1, 0] ni2505 2025-03-19 23:00:00 -272.0 130420.0 130530.0 130560.0 130410.0 2901 0 130721.11111111111 130566.0 130721.11111111111 -3459.0
11 ['130350.0', '130360.0', '130370.0', '130380.0', '130390.0', '130400.0', '130420.0', '130430.0', '130440.0', '130450.0', '130460.0', '130470.0', '130480.0', '130490.0', '130500.0', '130510.0', '130520.0', '130530.0', '130540.0', '130550.0', '130560.0', '130570.0', '130580.0', '130590.0', '130600.0', '130610.0', '130620.0', '130630.0', '130640.0'] [49, 162, 109, 105, 66, 114, 24, 9, 11, 31, 15, 30, 97, 15, 39, 27, 33, 97, 81, 154, 137, 138, 194, 119, 169, 214, 122, 107, 23] [91, 132, 37, 150, 73, 93, 22, 0, 10, 5, 18, 32, 76, 2, 13, 43, 50, 46, 24, 84, 127, 181, 143, 76, 171, 134, 0, 45, 0] ni2505 2025-03-19 23:05:00 613.0 130590.0 130400.0 130640.0 130350.0 4605 0 130708.0 130526.0 130708.0 -2846.0
12 ['130570.0', '130580.0', '130590.0', '130600.0', '130610.0', '130620.0', '130630.0', '130640.0', '130650.0', '130670.0', '130680.0', '130690.0', '130700.0', '130710.0', '130720.0', '130730.0', '130740.0', '130750.0', '130760.0', '130770.0', '130780.0', '130790.0', '130810.0'] [0, 57, 68, 38, 64, 93, 186, 184, 124, 33, 61, 62, 115, 162, 167, 183, 44, 147, 172, 20, 0, 67, 44] [38, 74, 59, 51, 128, 94, 37, 36, 0, 0, 12, 68, 61, 168, 100, 82, 106, 88, 19, 0, 5, 0, 0] ni2505 2025-03-19 23:10:00 865.0 130810.0 130590.0 130810.0 130570.0 3452 3 130717.27272727272 130554.0 130672.0 -1981.0
13 ['130730.0', '130740.0', '130750.0', '130760.0', '130770.0', '130780.0', '130790.0', '130800.0', '130810.0', '130820.0', '130830.0', '130840.0', '130850.0', '130860.0', '130870.0'] [0, 102, 43, 2, 96, 140, 116, 232, 112, 109, 99, 45, 163, 103, 50] [95, 71, 15, 37, 161, 121, 214, 93, 19, 74, 59, 111, 186, 24, 0] ni2505 2025-03-19 23:15:00 132.0 130850.0 130790.0 130870.0 130730.0 2845 0 130728.33333333333 130642.0 130669.0 -1849.0
14 ['130730.0', '130740.0', '130750.0', '130760.0', '130770.0', '130780.0', '130790.0', '130800.0', '130810.0', '130820.0', '130830.0', '130840.0', '130850.0', '130860.0', '130870.0', '130880.0'] [9, 64, 54, 22, 56, 118, 85, 134, 78, 46, 14, 22, 3, 21, 60, 94] [144, 124, 77, 71, 162, 156, 115, 225, 58, 39, 53, 34, 101, 42, 125, 15] ni2505 2025-03-19 23:20:00 -661.0 130740.0 130860.0 130880.0 130730.0 2484 0 130729.23076923077 130682.0 130664.0 -2510.0
15 ['130740.0', '130750.0', '130760.0', '130770.0', '130780.0', '130790.0', '130800.0', '130810.0'] [0, 125, 25, 46, 85, 59, 97, 28] [32, 58, 77, 89, 82, 68, 50, 0] ni2505 2025-03-19 23:25:00 9.0 130780.0 130750.0 130810.0 130740.0 962 0 130732.85714285714 130754.0 130660.0 -2501.0
16 ['130690.0', '130700.0', '130710.0', '130720.0', '130730.0', '130740.0', '130750.0', '130760.0', '130770.0', '130780.0'] [0, 0, 33, 71, 9, 95, 107, 83, 46, 10] [41, 51, 67, 44, 105, 123, 61, 55, 23, 0] ni2505 2025-03-19 23:30:00 -116.0 130760.0 130770.0 130780.0 130690.0 1088 0 130734.66666666667 130788.0 130657.0 -2617.0
17 ['130730.0', '130740.0', '130750.0', '130760.0', '130770.0', '130780.0', '130790.0', '130800.0'] [0, 28, 110, 95, 14, 60, 30, 21] [35, 87, 97, 12, 50, 7, 7, 0] ni2505 2025-03-19 23:35:00 63.0 130760.0 130760.0 130800.0 130730.0 682 0 130736.25 130778.0 130666.0 -2554.0
18 ['130700.0', '130710.0', '130720.0', '130730.0', '130740.0', '130750.0', '130760.0', '130770.0', '130780.0'] [0, 24, 8, 20, 0, 65, 42, 54, 39] [19, 36, 18, 48, 55, 49, 37, 36, 0] ni2505 2025-03-19 23:40:00 -46.0 130760.0 130770.0 130780.0 130700.0 572 0 130737.64705882352 130760.0 130701.0 -2600.0
19 ['130680.0', '130690.0', '130700.0', '130710.0', '130720.0', '130730.0', '130740.0', '130750.0', '130760.0'] [0, 33, 15, 13, 12, 3, 24, 114, 46] [55, 59, 16, 52, 25, 15, 65, 44, 0] ni2505 2025-03-19 23:45:00 -71.0 130720.0 130750.0 130760.0 130680.0 610 0 130736.66666666667 130756.0 130719.0 -2671.0
20 ['130700.0', '130710.0', '130720.0', '130730.0', '130740.0', '130750.0', '130760.0'] [0, 0, 82, 40, 32, 72, 22] [4, 47, 110, 23, 24, 12, 0] ni2505 2025-03-19 23:50:00 28.0 130740.0 130700.0 130760.0 130700.0 486 0 130736.84210526316 130748.0 130751.0 -2643.0
21 ['130650.0', '130660.0', '130670.0', '130680.0', '130690.0', '130700.0', '130710.0', '130720.0', '130730.0', '130740.0'] [0, 21, 0, 6, 19, 40, 18, 19, 14, 13] [28, 51, 16, 58, 57, 78, 37, 38, 25, 0] ni2505 2025-03-19 23:55:00 -238.0 130670.0 130740.0 130740.0 130650.0 577 0 130733.5 130730.0 130759.0 -2881.0
22 ['130650.0', '130660.0', '130670.0', '130680.0', '130690.0', '130700.0', '130710.0', '130720.0', '130730.0', '130740.0', '130750.0'] [0, 8, 64, 29, 26, 40, 46, 32, 46, 45, 30] [18, 69, 23, 31, 24, 78, 31, 32, 32, 21, 0] ni2505 2025-03-20 00:00:00 7.0 130730.0 130670.0 130750.0 130650.0 735 0 130733.33333333333 130724.0 130751.0 -2874.0
23 ['130730.0', '130740.0', '130750.0', '130760.0', '130770.0', '130780.0', '130790.0', '130800.0', '130810.0', '130820.0', '130830.0', '130840.0', '130850.0', '130860.0', '130870.0', '130880.0', '130900.0', '130910.0', '130930.0', '130970.0', '130980.0', '130990.0', '131000.0', '131010.0', '131020.0', '131040.0'] [0, 7, 28, 30, 57, 47, 49, 72, 109, 80, 51, 0, 29, 5, 12, 35, 32, 129, 18, 61, 22, 35, 190, 96, 14, 15] [5, 3, 0, 0, 0, 38, 34, 92, 78, 18, 25, 9, 46, 27, 0, 0, 0, 0, 0, 8, 23, 41, 110, 57, 0, 40] ni2505 2025-03-20 00:05:00 569.0 131000.0 130740.0 131040.0 130730.0 2098 5 130745.45454545454 130772.0 130766.0 -2305.0
24 ['130970.0', '130980.0', '130990.0', '131000.0', '131010.0', '131020.0', '131030.0', '131040.0', '131050.0', '131060.0', '131070.0', '131080.0', '131090.0', '131100.0', '131110.0', '131120.0', '131130.0', '131140.0', '131150.0', '131160.0', '131170.0', '131180.0', '131190.0', '131200.0', '131210.0', '131220.0', '131230.0', '131240.0', '131250.0', '131260.0'] [0, 9, 83, 35, 82, 58, 64, 21, 6, 0, 11, 16, 44, 141, 30, 42, 62, 106, 81, 75, 8, 108, 40, 48, 45, 100, 58, 68, 27, 79] [49, 60, 52, 30, 10, 12, 0, 0, 42, 32, 0, 44, 68, 139, 31, 74, 69, 90, 90, 46, 105, 96, 69, 39, 59, 35, 0, 69, 59, 39] ni2505 2025-03-20 00:10:00 39.0 131090.0 130990.0 131270.0 130970.0 3199 2 130760.43478260869 130846.0 130801.0 -2266.0
25 ['131030.0', '131040.0', '131050.0', '131060.0', '131070.0', '131080.0', '131090.0', '131100.0', '131110.0', '131120.0', '131130.0', '131140.0'] [0, 18, 32, 56, 57, 55, 100, 115, 37, 56, 47, 66] [36, 40, 27, 80, 62, 85, 150, 39, 30, 14, 36, 7] ni2505 2025-03-20 00:15:00 33.0 131140.0 131120.0 131140.0 131030.0 1346 0 130776.25 130926.0 130837.0 -2233.0
26 ['130950.0', '130960.0', '130970.0', '130980.0', '130990.0', '131000.0', '131010.0', '131020.0', '131030.0', '131040.0', '131050.0', '131060.0', '131070.0', '131080.0', '131090.0', '131100.0', '131110.0', '131120.0', '131130.0', '131140.0', '131150.0', '131160.0', '131170.0', '131180.0', '131190.0', '131200.0'] [0, 0, 0, 38, 10, 34, 17, 13, 19, 10, 11, 15, 2, 39, 55, 50, 1, 0, 4, 69, 18, 28, 40, 31, 40, 15] [18, 55, 30, 50, 38, 29, 7, 27, 43, 19, 14, 16, 126, 99, 55, 24, 3, 21, 46, 30, 9, 20, 16, 5, 45, 0] ni2505 2025-03-20 00:20:00 -286.0 131000.0 131140.0 131200.0 130950.0 1471 -1 130785.2 130992.0 130861.0 -2519.0
27 ['130980.0', '130990.0', '131000.0', '131010.0', '131020.0', '131030.0', '131040.0', '131050.0'] [0, 36, 61, 101, 32, 53, 55, 18] [14, 71, 84, 48, 21, 44, 3, 0] ni2505 2025-03-20 00:25:00 71.0 131020.0 131010.0 131050.0 130980.0 678 0 130794.23076923077 131050.0 130887.0 -2448.0
28 ['130880.0', '130890.0', '130900.0', '130910.0', '130920.0', '130930.0', '130940.0', '130950.0', '130960.0', '130970.0', '130980.0', '130990.0', '131000.0', '131010.0', '131020.0'] [0, 3, 31, 45, 47, 9, 19, 0, 0, 6, 6, 41, 67, 33, 7] [28, 3, 93, 28, 23, 0, 6, 9, 18, 14, 59, 50, 55, 25, 1] ni2505 2025-03-20 00:30:00 -98.0 130940.0 131010.0 131020.0 130880.0 764 0 130799.62962962964 131038.0 130905.0 -2546.0
29 ['130800.0', '130810.0', '130820.0', '130830.0', '130840.0', '130850.0', '130860.0', '130870.0', '130880.0', '130890.0', '130900.0', '130910.0', '130920.0', '130930.0', '130940.0', '130950.0'] [70, 8, 83, 37, 14, 53, 85, 56, 43, 104, 2, 0, 41, 1, 3, 8] [68, 22, 4, 59, 94, 109, 53, 117, 29, 20, 24, 37, 2, 2, 26, 0] ni2505 2025-03-20 00:35:00 -58.0 130850.0 130950.0 130950.0 130800.0 1323 0 130801.42857142857 130990.0 130918.0 -2604.0
30 ['130840.0', '130850.0', '130860.0', '130870.0', '130880.0', '130890.0', '130900.0', '130910.0', '130920.0', '130930.0', '130940.0', '130950.0', '130960.0', '130970.0'] [11, 16, 13, 11, 45, 29, 57, 32, 16, 27, 46, 79, 70, 22] [12, 1, 15, 4, 38, 14, 5, 12, 22, 46, 9, 10, 24, 0] ni2505 2025-03-20 00:40:00 262.0 130960.0 130840.0 130970.0 130840.0 720 0 130806.89655172414 130954.0 130940.0 -2342.0
31 ['130900.0', '130910.0', '130920.0', '130930.0', '130940.0', '130950.0', '130960.0', '130970.0', '130980.0', '130990.0', '131000.0', '131010.0'] [0, 0, 20, 30, 8, 49, 18, 37, 40, 20, 41, 23] [34, 33, 45, 13, 38, 49, 14, 32, 10, 37, 6, 0] ni2505 2025-03-20 00:45:00 -25.0 130940.0 130960.0 131010.0 130900.0 631 0 130811.33333333333 130942.0 130967.0 -2367.0
32 ['130940.0', '130950.0', '130960.0', '130970.0', '130980.0', '130990.0', '131000.0', '131010.0', '131020.0', '131030.0', '131040.0', '131050.0', '131060.0', '131070.0', '131080.0', '131090.0', '131100.0'] [0, 19, 18, 21, 61, 11, 83, 58, 14, 7, 26, 28, 14, 14, 19, 102, 53] [8, 15, 10, 76, 19, 59, 7, 7, 19, 4, 14, 36, 0, 5, 57, 29, 0] ni2505 2025-03-20 00:50:00 183.0 131080.0 130950.0 131100.0 130940.0 951 0 130820.0 130954.0 131002.0 -2184.0
33 ['131000.0', '131010.0', '131030.0', '131040.0', '131050.0', '131070.0', '131080.0'] [0, 5, 17, 8, 14, 0, 1] [10, 8, 29, 3, 17, 3, 0] ni2505 2025-03-20 00:55:00 -25.0 131030.0 131080.0 131080.0 131000.0 128 0 130826.5625 130972.0 131005.0 -2209.0

View File

@@ -1,9 +0,0 @@
price,Ask,Bid,symbol,datetime,delta,close,open,high,low,volume,dj,dayma,5_MA,10_MA,delta累计
"['3155.0', '3156.0', '3157.0', '3158.0']","[0, 543, 1495, 129]","[69, 2783, 171, 0]",rb2505,2025-03-19 22:20:00,-856.0,3157.0,3158.0,3158.0,3155.0,5190,0,3157.0,3157.0,3157.0,-856.0
"['3156.0', '3157.0', '3158.0']","[0, 2598, 1813]","[981, 1131, 0]",rb2505,2025-03-19 22:25:00,2299.0,3157.0,3156.0,3158.0,3156.0,6523,0,3157.0,3157.0,3157.0,1443.0
"['3153.0', '3154.0', '3155.0', '3156.0', '3157.0']","[0, 2496, 2181, 768, 146]","[2826, 3600, 2851, 1147, 0]",rb2505,2025-03-19 22:30:00,-4833.0,3153.0,3157.0,3157.0,3153.0,16015,0,3155.6666666666665,3155.6666666666665,3155.6666666666665,-3390.0
"['3153.0', '3154.0', '3155.0', '3156.0', '3157.0']","[545, 780, 1388, 2383, 307]","[1401, 882, 863, 357, 0]",rb2505,2025-03-19 22:35:00,1900.0,3156.0,3153.0,3157.0,3153.0,8906,0,3155.75,3155.75,3155.75,-1490.0
"['3155.0', '3156.0', '3157.0']","[0, 2127, 860]","[538, 1822, 0]",rb2505,2025-03-19 22:40:00,627.0,3156.0,3156.0,3157.0,3155.0,5347,0,3155.8,3155.8,3155.8,-863.0
"['3155.0', '3156.0', '3157.0']","[0, 1442, 3436]","[380, 3297, 31]",rb2505,2025-03-19 22:45:00,1170.0,3157.0,3155.0,3157.0,3155.0,8598,0,3156.0,3155.8,3156.0,307.0
"['3155.0', '3156.0', '3157.0']","[0, 1100, 1976]","[1052, 1590, 0]",rb2505,2025-03-19 22:50:00,434.0,3156.0,3156.0,3157.0,3155.0,5718,0,3156.0,3155.6,3156.0,741.0
"['3154.0', '3155.0', '3156.0', '3157.0']","[0, 1502, 1415, 226]","[2202, 2410, 879, 0]",rb2505,2025-03-19 22:55:00,-2348.0,3156.0,3156.0,3157.0,3154.0,8634,0,3156.0,3156.2,3156.0,-1607.0
1 price Ask Bid symbol datetime delta close open high low volume dj dayma 5_MA 10_MA delta累计
2 ['3155.0', '3156.0', '3157.0', '3158.0'] [0, 543, 1495, 129] [69, 2783, 171, 0] rb2505 2025-03-19 22:20:00 -856.0 3157.0 3158.0 3158.0 3155.0 5190 0 3157.0 3157.0 3157.0 -856.0
3 ['3156.0', '3157.0', '3158.0'] [0, 2598, 1813] [981, 1131, 0] rb2505 2025-03-19 22:25:00 2299.0 3157.0 3156.0 3158.0 3156.0 6523 0 3157.0 3157.0 3157.0 1443.0
4 ['3153.0', '3154.0', '3155.0', '3156.0', '3157.0'] [0, 2496, 2181, 768, 146] [2826, 3600, 2851, 1147, 0] rb2505 2025-03-19 22:30:00 -4833.0 3153.0 3157.0 3157.0 3153.0 16015 0 3155.6666666666665 3155.6666666666665 3155.6666666666665 -3390.0
5 ['3153.0', '3154.0', '3155.0', '3156.0', '3157.0'] [545, 780, 1388, 2383, 307] [1401, 882, 863, 357, 0] rb2505 2025-03-19 22:35:00 1900.0 3156.0 3153.0 3157.0 3153.0 8906 0 3155.75 3155.75 3155.75 -1490.0
6 ['3155.0', '3156.0', '3157.0'] [0, 2127, 860] [538, 1822, 0] rb2505 2025-03-19 22:40:00 627.0 3156.0 3156.0 3157.0 3155.0 5347 0 3155.8 3155.8 3155.8 -863.0
7 ['3155.0', '3156.0', '3157.0'] [0, 1442, 3436] [380, 3297, 31] rb2505 2025-03-19 22:45:00 1170.0 3157.0 3155.0 3157.0 3155.0 8598 0 3156.0 3155.8 3156.0 307.0
8 ['3155.0', '3156.0', '3157.0'] [0, 1100, 1976] [1052, 1590, 0] rb2505 2025-03-19 22:50:00 434.0 3156.0 3156.0 3157.0 3155.0 5718 0 3156.0 3155.6 3156.0 741.0
9 ['3154.0', '3155.0', '3156.0', '3157.0'] [0, 1502, 1415, 226] [2202, 2410, 879, 0] rb2505 2025-03-19 22:55:00 -2348.0 3156.0 3156.0 3157.0 3154.0 8634 0 3156.0 3156.2 3156.0 -1607.0

View File

@@ -1,9 +0,0 @@
price,Ask,Bid,symbol,datetime,delta,close,open,high,low,volume,dj,dayma,5_MA,10_MA,delta累计
"['16695.0', '16700.0', '16705.0']","[94, 453, 315]","[159, 277, 97]",ru2505,2025-03-19 22:20:00,329.0,16700.0,16695.0,16705.0,16695.0,1395,0,16700.0,16700.0,16700.0,329.0
"['16690.0', '16695.0', '16700.0', '16705.0']","[0, 113, 323, 353]","[161, 233, 388, 128]",ru2505,2025-03-19 22:25:00,-121.0,16695.0,16700.0,16705.0,16690.0,1699,0,16697.5,16697.5,16697.5,208.0
"['16670.0', '16675.0', '16680.0', '16685.0', '16690.0', '16695.0']","[0, 281, 503, 372, 21, 79]","[51, 828, 575, 327, 152, 24]",ru2505,2025-03-19 22:30:00,-701.0,16675.0,16695.0,16695.0,16670.0,3214,0,16690.0,16690.0,16690.0,-493.0
"['16675.0', '16680.0', '16685.0', '16690.0', '16695.0']","[0, 128, 188, 600, 327]","[52, 9, 79, 484, 0]",ru2505,2025-03-19 22:35:00,619.0,16695.0,16675.0,16695.0,16675.0,1867,0,16691.25,16691.25,16691.25,126.0
"['16675.0', '16680.0', '16685.0', '16690.0', '16695.0']","[0, 49, 88, 446, 29]","[3, 387, 220, 341, 0]",ru2505,2025-03-19 22:40:00,-339.0,16680.0,16695.0,16695.0,16675.0,1568,0,16689.0,16689.0,16689.0,-213.0
"['16675.0', '16680.0', '16685.0']","[0, 186, 208]","[69, 471, 39]",ru2505,2025-03-19 22:45:00,-185.0,16685.0,16680.0,16685.0,16675.0,973,0,16688.333333333332,16686.0,16688.333333333332,-398.0
"['16655.0', '16660.0', '16665.0', '16670.0', '16675.0', '16680.0', '16685.0', '16690.0']","[0, 64, 233, 186, 226, 115, 229, 41]","[178, 832, 671, 350, 376, 306, 132, 0]",ru2505,2025-03-19 22:50:00,-1751.0,16655.0,16685.0,16690.0,16655.0,3970,0,16683.571428571428,16678.0,16683.571428571428,-2149.0
"['16645.0', '16650.0', '16655.0', '16660.0', '16665.0', '16670.0']","[0, 130, 718, 1018, 314, 6]","[351, 441, 862, 589, 25, 0]",ru2505,2025-03-19 22:55:00,-82.0,16660.0,16660.0,16670.0,16645.0,4454,0,16680.625,16675.0,16680.625,-2231.0
1 price Ask Bid symbol datetime delta close open high low volume dj dayma 5_MA 10_MA delta累计
2 ['16695.0', '16700.0', '16705.0'] [94, 453, 315] [159, 277, 97] ru2505 2025-03-19 22:20:00 329.0 16700.0 16695.0 16705.0 16695.0 1395 0 16700.0 16700.0 16700.0 329.0
3 ['16690.0', '16695.0', '16700.0', '16705.0'] [0, 113, 323, 353] [161, 233, 388, 128] ru2505 2025-03-19 22:25:00 -121.0 16695.0 16700.0 16705.0 16690.0 1699 0 16697.5 16697.5 16697.5 208.0
4 ['16670.0', '16675.0', '16680.0', '16685.0', '16690.0', '16695.0'] [0, 281, 503, 372, 21, 79] [51, 828, 575, 327, 152, 24] ru2505 2025-03-19 22:30:00 -701.0 16675.0 16695.0 16695.0 16670.0 3214 0 16690.0 16690.0 16690.0 -493.0
5 ['16675.0', '16680.0', '16685.0', '16690.0', '16695.0'] [0, 128, 188, 600, 327] [52, 9, 79, 484, 0] ru2505 2025-03-19 22:35:00 619.0 16695.0 16675.0 16695.0 16675.0 1867 0 16691.25 16691.25 16691.25 126.0
6 ['16675.0', '16680.0', '16685.0', '16690.0', '16695.0'] [0, 49, 88, 446, 29] [3, 387, 220, 341, 0] ru2505 2025-03-19 22:40:00 -339.0 16680.0 16695.0 16695.0 16675.0 1568 0 16689.0 16689.0 16689.0 -213.0
7 ['16675.0', '16680.0', '16685.0'] [0, 186, 208] [69, 471, 39] ru2505 2025-03-19 22:45:00 -185.0 16685.0 16680.0 16685.0 16675.0 973 0 16688.333333333332 16686.0 16688.333333333332 -398.0
8 ['16655.0', '16660.0', '16665.0', '16670.0', '16675.0', '16680.0', '16685.0', '16690.0'] [0, 64, 233, 186, 226, 115, 229, 41] [178, 832, 671, 350, 376, 306, 132, 0] ru2505 2025-03-19 22:50:00 -1751.0 16655.0 16685.0 16690.0 16655.0 3970 0 16683.571428571428 16678.0 16683.571428571428 -2149.0
9 ['16645.0', '16650.0', '16655.0', '16660.0', '16665.0', '16670.0'] [0, 130, 718, 1018, 314, 6] [351, 441, 862, 589, 25, 0] ru2505 2025-03-19 22:55:00 -82.0 16660.0 16660.0 16670.0 16645.0 4454 0 16680.625 16675.0 16680.625 -2231.0

View File

@@ -1,33 +0,0 @@
price,Ask,Bid,symbol,datetime,delta,close,open,high,low,volume,dj,dayma,5_MA,10_MA,delta累计
"['277310.0', '277400.0', '277420.0', '277450.0', '277460.0', '277490.0', '277500.0', '277510.0', '277520.0', '277530.0', '277540.0', '277550.0', '277560.0', '277570.0', '277580.0', '277590.0', '277600.0', '277610.0', '277620.0', '277630.0', '277640.0', '277650.0', '277660.0', '277670.0', '277680.0', '277690.0', '277700.0', '277710.0', '277720.0', '277730.0', '277740.0', '277750.0', '277760.0', '277770.0', '277780.0', '277790.0', '277800.0', '277810.0', '277820.0', '277830.0', '277840.0', '277850.0', '277860.0', '277870.0', '277880.0', '277890.0', '277900.0', '277910.0', '277920.0', '277930.0']","[0, 10, 30, 11, 76, 4, 0, 0, 1, 36, 27, 14, 33, 23, 41, 16, 14, 15, 9, 7, 16, 4, 8, 0, 15, 4, 41, 47, 0, 1, 32, 24, 6, 25, 14, 17, 21, 6, 12, 22, 14, 15, 0, 16, 2, 12, 4, 1, 55, 21]","[21, 5, 0, 0, 31, 0, 32, 18, 20, 48, 23, 20, 30, 3, 50, 3, 95, 22, 7, 69, 6, 39, 28, 14, 2, 9, 16, 16, 22, 6, 43, 37, 25, 14, 50, 2, 22, 25, 18, 51, 25, 17, 7, 5, 0, 10, 12, 0, 7, 0]",sn2504,2025-03-19 22:20:00,-203.0,277670.0,277810.0,277930.0,277310.0,2103,1,277670.0,277670.0,277670.0,-203.0
"['277540.0', '277560.0', '277570.0', '277580.0', '277590.0', '277600.0', '277620.0', '277630.0', '277640.0', '277650.0', '277660.0', '277670.0', '277680.0', '277690.0', '277700.0', '277710.0', '277720.0', '277730.0', '277740.0', '277750.0', '277760.0', '277770.0', '277780.0', '277790.0', '277800.0', '277810.0', '277820.0', '277830.0', '277840.0', '277850.0', '277860.0', '277870.0', '277880.0', '277890.0', '277900.0', '277910.0', '277920.0', '277930.0', '277940.0', '277950.0', '277960.0', '277970.0', '277980.0', '277990.0', '278000.0', '278010.0', '278020.0', '278030.0', '278050.0']","[0, 3, 4, 9, 32, 3, 9, 36, 5, 8, 3, 28, 14, 3, 20, 4, 6, 17, 17, 15, 16, 22, 5, 12, 14, 21, 4, 0, 17, 9, 19, 2, 17, 7, 32, 29, 42, 53, 0, 5, 17, 0, 9, 1, 16, 3, 19, 64, 26]","[16, 3, 6, 7, 14, 12, 10, 9, 8, 6, 1, 11, 8, 1, 28, 13, 7, 11, 20, 44, 18, 6, 14, 7, 3, 7, 0, 5, 0, 12, 2, 12, 35, 12, 15, 14, 26, 6, 26, 0, 0, 2, 14, 6, 15, 5, 0, 0, 15]",sn2504,2025-03-19 22:25:00,205.0,277750.0,277700.0,278050.0,277540.0,1486,1,277710.0,277710.0,277710.0,2.0
"['277570.0', '277580.0', '277590.0', '277600.0', '277610.0', '277620.0', '277630.0', '277640.0', '277650.0', '277660.0', '277670.0', '277680.0', '277690.0', '277700.0', '277710.0', '277720.0', '277730.0', '277740.0', '277750.0', '277760.0', '277770.0', '277780.0', '277800.0', '277810.0', '277820.0', '277830.0', '277840.0', '277850.0', '277860.0', '277870.0', '277880.0', '277890.0', '277900.0', '277910.0', '277920.0', '277930.0', '277940.0', '277950.0']","[0, 0, 7, 5, 12, 9, 4, 6, 5, 12, 14, 27, 7, 17, 6, 10, 15, 15, 25, 6, 20, 20, 12, 35, 7, 9, 12, 11, 7, 6, 12, 13, 7, 2, 18, 4, 4, 7]","[7, 11, 3, 8, 10, 59, 2, 18, 19, 17, 15, 29, 12, 36, 3, 27, 20, 17, 11, 9, 16, 11, 7, 14, 5, 13, 2, 1, 12, 1, 14, 0, 15, 0, 10, 0, 0, 5]",sn2504,2025-03-19 22:30:00,-51.0,277900.0,277740.0,277950.0,277570.0,1068,0,277773.3333333333,277773.3333333333,277773.3333333333,-49.0
"['277680.0', '277690.0', '277710.0', '277720.0', '277730.0', '277740.0', '277750.0', '277760.0', '277770.0', '277780.0', '277790.0', '277800.0', '277810.0', '277820.0', '277830.0', '277840.0', '277850.0', '277860.0', '277870.0', '277880.0', '277890.0', '277900.0', '277910.0', '277920.0', '277930.0', '277940.0', '277950.0', '277960.0', '277970.0', '277980.0', '277990.0', '278000.0', '278010.0', '278020.0', '278030.0', '278040.0', '278050.0', '278060.0', '278070.0', '278080.0']","[7, 0, 11, 13, 0, 22, 11, 8, 4, 0, 17, 2, 9, 16, 5, 8, 5, 3, 8, 9, 15, 6, 4, 0, 14, 17, 23, 7, 9, 32, 16, 55, 19, 32, 12, 41, 18, 46, 30, 18]","[10, 10, 16, 13, 1, 3, 16, 0, 9, 9, 21, 24, 5, 8, 1, 12, 5, 13, 14, 1, 9, 5, 7, 4, 15, 25, 19, 18, 12, 13, 24, 21, 32, 14, 3, 23, 8, 5, 0, 0]",sn2504,2025-03-19 22:35:00,124.0,277870.0,277930.0,278080.0,277680.0,1263,1,277797.5,277797.5,277797.5,75.0
"['277820.0', '277840.0', '277850.0', '277860.0', '277870.0', '277880.0', '277890.0', '277900.0', '277910.0', '277920.0', '277930.0', '277940.0', '277950.0', '277960.0', '277970.0', '277980.0', '277990.0', '278000.0', '278010.0', '278020.0', '278030.0', '278040.0', '278050.0', '278060.0']","[0, 3, 0, 6, 2, 6, 1, 0, 17, 19, 4, 6, 6, 85, 8, 11, 0, 2, 7, 25, 12, 1, 11, 17]","[134, 2, 1, 4, 50, 1, 4, 4, 18, 9, 164, 1, 5, 4, 1, 7, 1, 7, 5, 2, 0, 0, 0, 0]",sn2504,2025-03-19 22:40:00,-175.0,278060.0,277860.0,278060.0,277820.0,736,3,277850.0,277850.0,277850.0,-100.0
"['277850.0', '277860.0', '277870.0', '277880.0', '277890.0', '277900.0', '277910.0', '277920.0', '277930.0', '277940.0', '277950.0', '277960.0', '277970.0', '277980.0', '278000.0', '278010.0', '278020.0', '278030.0', '278040.0', '278050.0', '278060.0', '278070.0', '278080.0', '278090.0', '278100.0', '278110.0', '278120.0', '278130.0', '278140.0', '278150.0', '278160.0', '278170.0']","[4, 0, 3, 3, 7, 0, 2, 3, 0, 1, 8, 0, 12, 0, 0, 2, 0, 1, 12, 21, 31, 18, 13, 4, 71, 50, 25, 35, 29, 20, 11, 22]","[5, 8, 10, 0, 3, 33, 5, 7, 22, 0, 5, 7, 7, 4, 32, 13, 4, 31, 27, 17, 16, 9, 9, 37, 41, 50, 40, 15, 6, 20, 11, 5]",sn2504,2025-03-19 22:45:00,-91.0,277880.0,278060.0,278170.0,277850.0,1054,-3,277855.0,277892.0,277855.0,-191.0
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"['278380.0', '278390.0', '278400.0', '278410.0', '278420.0', '278450.0', '278490.0', '278500.0', '278520.0', '278530.0', '278540.0', '278550.0', '278560.0', '278570.0', '278580.0', '278590.0', '278600.0', '278610.0', '278620.0', '278630.0', '278640.0', '278650.0', '278660.0', '278670.0', '278680.0', '278690.0']","[1, 6, 2, 1, 1, 9, 4, 2, 0, 0, 8, 7, 10, 15, 15, 30, 16, 16, 3, 9, 10, 15, 2, 6, 1, 3]","[0, 1, 0, 0, 0, 0, 0, 0, 10, 3, 16, 22, 3, 22, 10, 6, 17, 10, 2, 16, 0, 3, 0, 8, 2, 0]",sn2504,2025-03-20 00:05:00,41.0,278580.0,278380.0,278690.0,278370.0,413,3,278201.8181818182,278516.0,278493.0,-307.0
"['278580.0', '278590.0', '278600.0', '278610.0', '278620.0', '278630.0', '278640.0', '278650.0', '278660.0', '278670.0', '278680.0', '278690.0', '278700.0', '278710.0', '278720.0', '278730.0', '278740.0', '278750.0', '278760.0', '278770.0', '278790.0', '278800.0', '278820.0']","[0, 0, 4, 13, 6, 53, 12, 5, 1, 37, 11, 13, 21, 19, 1, 2, 7, 2, 13, 0, 4, 28, 12]","[2, 3, 16, 14, 9, 7, 0, 2, 8, 19, 19, 8, 11, 9, 0, 0, 9, 16, 10, 1, 4, 2, 0]",sn2504,2025-03-20 00:10:00,95.0,278670.0,278580.0,278820.0,278580.0,519,1,278222.17391304346,278550.0,278483.0,-212.0
"['278630.0', '278640.0', '278650.0', '278660.0', '278670.0', '278680.0', '278690.0', '278700.0', '278710.0', '278720.0', '278730.0', '278740.0', '278750.0', '278760.0', '278770.0', '278780.0', '278790.0', '278800.0', '278810.0', '278830.0', '278840.0', '278860.0']","[0, 0, 3, 2, 3, 3, 7, 2, 1, 8, 10, 3, 5, 16, 6, 3, 5, 28, 8, 1, 6, 5]","[1, 5, 12, 2, 1, 4, 3, 3, 4, 5, 23, 10, 13, 14, 12, 0, 14, 0, 1, 2, 0, 3]",sn2504,2025-03-20 00:15:00,-7.0,278720.0,278680.0,278860.0,278630.0,295,0,278242.9166666667,278562.0,278510.0,-219.0
"['278620.0', '278630.0', '278640.0', '278650.0', '278660.0', '278670.0', '278680.0', '278690.0', '278700.0', '278710.0', '278720.0', '278730.0', '278740.0', '278760.0', '278770.0', '278780.0']","[0, 6, 8, 19, 1, 5, 3, 5, 16, 7, 4, 3, 0, 7, 8, 1]","[10, 5, 3, 7, 3, 3, 21, 11, 4, 4, 6, 3, 4, 2, 3, 0]",sn2504,2025-03-20 00:20:00,4.0,278710.0,278730.0,278780.0,278620.0,204,0,278261.6,278612.0,278559.0,-215.0
"['278660.0', '278670.0', '278680.0', '278690.0', '278700.0', '278710.0', '278720.0']","[0, 3, 3, 11, 39, 3, 11]","[3, 7, 7, 6, 4, 2, 0]",sn2504,2025-03-20 00:25:00,41.0,278720.0,278690.0,278720.0,278660.0,116,0,278279.23076923075,278680.0,278586.0,-174.0
"['278680.0', '278690.0', '278700.0', '278710.0', '278720.0', '278730.0', '278750.0', '278760.0', '278770.0', '278780.0', '278790.0', '278800.0', '278810.0', '278830.0', '278840.0']","[0, 0, 5, 7, 18, 1, 0, 9, 10, 10, 1, 2, 9, 3, 7]","[5, 5, 3, 2, 0, 0, 11, 3, 5, 4, 4, 11, 4, 5, 0]",sn2504,2025-03-20 00:30:00,20.0,278770.0,278720.0,278860.0,278680.0,199,0,278297.4074074074,278718.0,278617.0,-154.0
"['278650.0', '278660.0', '278670.0', '278680.0', '278690.0', '278700.0', '278710.0', '278720.0', '278730.0', '278740.0', '278750.0', '278760.0', '278770.0', '278780.0', '278790.0', '278800.0']","[0, 0, 3, 1, 8, 2, 1, 13, 5, 11, 8, 5, 7, 7, 4, 1]","[1, 7, 1, 1, 2, 3, 0, 8, 3, 14, 8, 5, 0, 0, 1, 0]",sn2504,2025-03-20 00:35:00,22.0,278720.0,278780.0,278800.0,278650.0,158,0,278312.5,278728.0,278639.0,-132.0
"['278680.0', '278690.0', '278700.0', '278710.0', '278720.0', '278730.0', '278740.0', '278750.0', '278760.0', '278770.0', '278780.0', '278800.0', '278810.0', '278820.0', '278830.0', '278840.0', '278850.0', '278860.0', '278870.0', '278880.0', '278900.0']","[0, 8, 1, 1, 5, 2, 2, 2, 3, 6, 9, 16, 3, 6, 0, 10, 4, 4, 4, 27, 23]","[2, 1, 10, 0, 0, 3, 11, 2, 6, 4, 3, 13, 3, 7, 8, 1, 4, 0, 0, 0, 0]",sn2504,2025-03-20 00:40:00,58.0,278820.0,278730.0,278900.0,278680.0,242,1,278330.0,278748.0,278655.0,-74.0
"['278760.0', '278770.0', '278780.0', '278790.0', '278800.0', '278810.0', '278820.0', '278830.0', '278840.0', '278850.0', '278860.0', '278870.0', '278880.0', '278890.0', '278900.0', '278910.0', '278920.0']","[0, 0, 0, 0, 16, 1, 5, 2, 8, 10, 9, 5, 7, 0, 5, 0, 10]","[1, 2, 3, 2, 15, 4, 38, 4, 12, 6, 0, 7, 2, 2, 1, 2, 0]",sn2504,2025-03-20 00:45:00,-23.0,278850.0,278840.0,278920.0,278760.0,208,-1,278347.3333333333,278776.0,278694.0,-97.0
"['278710.0', '278720.0', '278730.0', '278740.0', '278750.0', '278760.0', '278770.0', '278780.0', '278790.0', '278800.0', '278810.0']","[0, 15, 3, 22, 17, 15, 38, 0, 2, 25, 0]","[1, 28, 7, 9, 4, 2, 17, 23, 0, 0, 9]",sn2504,2025-03-20 00:50:00,37.0,278740.0,278810.0,278810.0,278710.0,274,0,278360.0,278780.0,278730.0,-60.0
"['278720.0', '278730.0', '278740.0', '278770.0']","[0, 0, 3, 4]","[2, 2, 1, 0]",sn2504,2025-03-20 00:55:00,2.0,278720.0,278770.0,278770.0,278720.0,15,0,278371.25,278770.0,278744.0,-58.0
1 price Ask Bid symbol datetime delta close open high low volume dj dayma 5_MA 10_MA delta累计
2 ['277310.0', '277400.0', '277420.0', '277450.0', '277460.0', '277490.0', '277500.0', '277510.0', '277520.0', '277530.0', '277540.0', '277550.0', '277560.0', '277570.0', '277580.0', '277590.0', '277600.0', '277610.0', '277620.0', '277630.0', '277640.0', '277650.0', '277660.0', '277670.0', '277680.0', '277690.0', '277700.0', '277710.0', '277720.0', '277730.0', '277740.0', '277750.0', '277760.0', '277770.0', '277780.0', '277790.0', '277800.0', '277810.0', '277820.0', '277830.0', '277840.0', '277850.0', '277860.0', '277870.0', '277880.0', '277890.0', '277900.0', '277910.0', '277920.0', '277930.0'] [0, 10, 30, 11, 76, 4, 0, 0, 1, 36, 27, 14, 33, 23, 41, 16, 14, 15, 9, 7, 16, 4, 8, 0, 15, 4, 41, 47, 0, 1, 32, 24, 6, 25, 14, 17, 21, 6, 12, 22, 14, 15, 0, 16, 2, 12, 4, 1, 55, 21] [21, 5, 0, 0, 31, 0, 32, 18, 20, 48, 23, 20, 30, 3, 50, 3, 95, 22, 7, 69, 6, 39, 28, 14, 2, 9, 16, 16, 22, 6, 43, 37, 25, 14, 50, 2, 22, 25, 18, 51, 25, 17, 7, 5, 0, 10, 12, 0, 7, 0] sn2504 2025-03-19 22:20:00 -203.0 277670.0 277810.0 277930.0 277310.0 2103 1 277670.0 277670.0 277670.0 -203.0
3 ['277540.0', '277560.0', '277570.0', '277580.0', '277590.0', '277600.0', '277620.0', '277630.0', '277640.0', '277650.0', '277660.0', '277670.0', '277680.0', '277690.0', '277700.0', '277710.0', '277720.0', '277730.0', '277740.0', '277750.0', '277760.0', '277770.0', '277780.0', '277790.0', '277800.0', '277810.0', '277820.0', '277830.0', '277840.0', '277850.0', '277860.0', '277870.0', '277880.0', '277890.0', '277900.0', '277910.0', '277920.0', '277930.0', '277940.0', '277950.0', '277960.0', '277970.0', '277980.0', '277990.0', '278000.0', '278010.0', '278020.0', '278030.0', '278050.0'] [0, 3, 4, 9, 32, 3, 9, 36, 5, 8, 3, 28, 14, 3, 20, 4, 6, 17, 17, 15, 16, 22, 5, 12, 14, 21, 4, 0, 17, 9, 19, 2, 17, 7, 32, 29, 42, 53, 0, 5, 17, 0, 9, 1, 16, 3, 19, 64, 26] [16, 3, 6, 7, 14, 12, 10, 9, 8, 6, 1, 11, 8, 1, 28, 13, 7, 11, 20, 44, 18, 6, 14, 7, 3, 7, 0, 5, 0, 12, 2, 12, 35, 12, 15, 14, 26, 6, 26, 0, 0, 2, 14, 6, 15, 5, 0, 0, 15] sn2504 2025-03-19 22:25:00 205.0 277750.0 277700.0 278050.0 277540.0 1486 1 277710.0 277710.0 277710.0 2.0
4 ['277570.0', '277580.0', '277590.0', '277600.0', '277610.0', '277620.0', '277630.0', '277640.0', '277650.0', '277660.0', '277670.0', '277680.0', '277690.0', '277700.0', '277710.0', '277720.0', '277730.0', '277740.0', '277750.0', '277760.0', '277770.0', '277780.0', '277800.0', '277810.0', '277820.0', '277830.0', '277840.0', '277850.0', '277860.0', '277870.0', '277880.0', '277890.0', '277900.0', '277910.0', '277920.0', '277930.0', '277940.0', '277950.0'] [0, 0, 7, 5, 12, 9, 4, 6, 5, 12, 14, 27, 7, 17, 6, 10, 15, 15, 25, 6, 20, 20, 12, 35, 7, 9, 12, 11, 7, 6, 12, 13, 7, 2, 18, 4, 4, 7] [7, 11, 3, 8, 10, 59, 2, 18, 19, 17, 15, 29, 12, 36, 3, 27, 20, 17, 11, 9, 16, 11, 7, 14, 5, 13, 2, 1, 12, 1, 14, 0, 15, 0, 10, 0, 0, 5] sn2504 2025-03-19 22:30:00 -51.0 277900.0 277740.0 277950.0 277570.0 1068 0 277773.3333333333 277773.3333333333 277773.3333333333 -49.0
5 ['277680.0', '277690.0', '277710.0', '277720.0', '277730.0', '277740.0', '277750.0', '277760.0', '277770.0', '277780.0', '277790.0', '277800.0', '277810.0', '277820.0', '277830.0', '277840.0', '277850.0', '277860.0', '277870.0', '277880.0', '277890.0', '277900.0', '277910.0', '277920.0', '277930.0', '277940.0', '277950.0', '277960.0', '277970.0', '277980.0', '277990.0', '278000.0', '278010.0', '278020.0', '278030.0', '278040.0', '278050.0', '278060.0', '278070.0', '278080.0'] [7, 0, 11, 13, 0, 22, 11, 8, 4, 0, 17, 2, 9, 16, 5, 8, 5, 3, 8, 9, 15, 6, 4, 0, 14, 17, 23, 7, 9, 32, 16, 55, 19, 32, 12, 41, 18, 46, 30, 18] [10, 10, 16, 13, 1, 3, 16, 0, 9, 9, 21, 24, 5, 8, 1, 12, 5, 13, 14, 1, 9, 5, 7, 4, 15, 25, 19, 18, 12, 13, 24, 21, 32, 14, 3, 23, 8, 5, 0, 0] sn2504 2025-03-19 22:35:00 124.0 277870.0 277930.0 278080.0 277680.0 1263 1 277797.5 277797.5 277797.5 75.0
6 ['277820.0', '277840.0', '277850.0', '277860.0', '277870.0', '277880.0', '277890.0', '277900.0', '277910.0', '277920.0', '277930.0', '277940.0', '277950.0', '277960.0', '277970.0', '277980.0', '277990.0', '278000.0', '278010.0', '278020.0', '278030.0', '278040.0', '278050.0', '278060.0'] [0, 3, 0, 6, 2, 6, 1, 0, 17, 19, 4, 6, 6, 85, 8, 11, 0, 2, 7, 25, 12, 1, 11, 17] [134, 2, 1, 4, 50, 1, 4, 4, 18, 9, 164, 1, 5, 4, 1, 7, 1, 7, 5, 2, 0, 0, 0, 0] sn2504 2025-03-19 22:40:00 -175.0 278060.0 277860.0 278060.0 277820.0 736 3 277850.0 277850.0 277850.0 -100.0
7 ['277850.0', '277860.0', '277870.0', '277880.0', '277890.0', '277900.0', '277910.0', '277920.0', '277930.0', '277940.0', '277950.0', '277960.0', '277970.0', '277980.0', '278000.0', '278010.0', '278020.0', '278030.0', '278040.0', '278050.0', '278060.0', '278070.0', '278080.0', '278090.0', '278100.0', '278110.0', '278120.0', '278130.0', '278140.0', '278150.0', '278160.0', '278170.0'] [4, 0, 3, 3, 7, 0, 2, 3, 0, 1, 8, 0, 12, 0, 0, 2, 0, 1, 12, 21, 31, 18, 13, 4, 71, 50, 25, 35, 29, 20, 11, 22] [5, 8, 10, 0, 3, 33, 5, 7, 22, 0, 5, 7, 7, 4, 32, 13, 4, 31, 27, 17, 16, 9, 9, 37, 41, 50, 40, 15, 6, 20, 11, 5] sn2504 2025-03-19 22:45:00 -91.0 277880.0 278060.0 278170.0 277850.0 1054 -3 277855.0 277892.0 277855.0 -191.0
8 ['277570.0', '277580.0', '277590.0', '277600.0', '277610.0', '277620.0', '277630.0', '277640.0', '277650.0', '277660.0', '277670.0', '277680.0', '277690.0', '277700.0', '277710.0', '277720.0', '277730.0', '277740.0', '277750.0', '277760.0', '277770.0', '277780.0', '277790.0', '277800.0', '277820.0', '277840.0', '277850.0', '277860.0', '277870.0', '277880.0', '277890.0', '277900.0', '277910.0', '277920.0', '277930.0', '277940.0', '277950.0', '277960.0', '277970.0', '277980.0', '277990.0', '278000.0', '278010.0', '278020.0', '278030.0', '278040.0', '278050.0', '278060.0', '278070.0'] [0, 12, 16, 4, 10, 0, 11, 9, 11, 19, 2, 15, 48, 12, 4, 28, 37, 13, 9, 5, 0, 0, 0, 17, 0, 2, 5, 0, 0, 19, 33, 9, 5, 35, 16, 2, 7, 1, 0, 1, 0, 1, 2, 10, 5, 0, 5, 1, 2] [5, 8, 6, 28, 5, 11, 44, 25, 63, 17, 18, 41, 65, 65, 15, 13, 7, 7, 8, 8, 7, 8, 3, 33, 12, 0, 17, 9, 1, 17, 23, 13, 9, 7, 11, 5, 4, 0, 2, 0, 9, 1, 11, 7, 8, 4, 0, 2, 0] sn2504 2025-03-19 22:50:00 -239.0 277700.0 277890.0 278070.0 277570.0 1307 -1 277832.85714285716 277882.0 277832.85714285716 -430.0
9 ['277710.0', '277720.0', '277730.0', '277740.0', '277750.0', '277760.0', '277770.0', '277780.0', '277790.0', '277800.0', '277810.0', '277820.0', '277830.0', '277840.0', '277850.0', '277860.0', '277870.0', '277880.0', '277890.0', '277900.0', '277910.0', '277920.0', '277930.0', '277950.0'] [0, 1, 11, 13, 2, 13, 17, 4, 55, 23, 18, 2, 13, 18, 41, 39, 44, 27, 30, 29, 8, 14, 1, 4] [1, 11, 1, 4, 33, 9, 6, 19, 64, 10, 38, 3, 43, 64, 62, 30, 43, 12, 4, 29, 7, 0, 0, 0] sn2504 2025-03-19 22:55:00 -66.0 277800.0 277720.0 277950.0 277710.0 986 0 277828.75 277862.0 277828.75 -496.0
10 ['277620.0', '277630.0', '277640.0', '277650.0', '277660.0', '277670.0', '277680.0', '277690.0', '277700.0', '277710.0', '277720.0', '277730.0', '277740.0', '277750.0', '277760.0', '277770.0', '277780.0', '277790.0', '277800.0', '277810.0', '277820.0', '277830.0', '277840.0', '277850.0'] [4, 0, 0, 8, 27, 38, 0, 0, 8, 27, 25, 30, 11, 16, 5, 43, 10, 9, 8, 4, 0, 14, 3, 6] [16, 10, 8, 11, 0, 14, 5, 36, 32, 7, 25, 30, 9, 6, 26, 22, 4, 7, 12, 0, 4, 13, 2, 5] sn2504 2025-03-19 23:00:00 -8.0 277670.0 277750.0 277850.0 277620.0 708 -1 277811.1111111111 277822.0 277811.1111111111 -504.0
11 ['277630.0', '277640.0', '277650.0', '277660.0', '277670.0', '277680.0', '277690.0', '277700.0', '277720.0', '277740.0', '277760.0', '277770.0', '277780.0', '277790.0', '277800.0', '277810.0', '277820.0', '277830.0', '277840.0', '277850.0', '277860.0', '277870.0', '277880.0', '277890.0', '277900.0', '277910.0', '277920.0', '277930.0', '277940.0', '277950.0', '277960.0', '277970.0', '278000.0', '278020.0', '278050.0'] [0, 4, 3, 17, 12, 19, 9, 2, 1, 5, 4, 4, 6, 3, 15, 15, 8, 23, 10, 8, 10, 9, 13, 2, 14, 8, 13, 17, 6, 39, 2, 23, 14, 0, 6] [18, 9, 28, 18, 26, 2, 5, 0, 0, 9, 0, 9, 8, 8, 19, 22, 8, 2, 8, 3, 6, 6, 4, 1, 7, 9, 61, 2, 30, 2, 0, 0, 26, 9, 0] sn2504 2025-03-19 23:05:00 -21.0 277860.0 277670.0 278050.0 277630.0 860 0 277816.0 277782.0 277816.0 -525.0
12 ['277820.0', '277830.0', '277840.0', '277850.0', '277860.0', '277870.0', '277880.0', '277890.0', '277900.0', '277910.0', '277920.0', '277930.0', '277940.0', '277950.0', '277960.0', '277970.0', '277980.0', '277990.0', '278000.0', '278010.0', '278020.0', '278030.0', '278040.0', '278050.0', '278060.0', '278070.0', '278080.0', '278100.0', '278110.0', '278120.0', '278130.0', '278140.0', '278150.0', '278160.0', '278180.0', '278200.0', '278210.0', '278220.0', '278230.0', '278240.0', '278250.0', '278260.0', '278300.0', '278370.0', '278410.0', '278420.0', '278430.0', '278440.0', '278450.0', '278500.0', '278510.0', '278550.0', '278560.0', '278580.0', '278590.0', '278600.0', '278610.0', '278620.0', '278640.0', '278650.0', '278660.0', '278670.0', '278680.0', '278690.0', '278700.0'] [0, 6, 3, 5, 18, 10, 21, 2, 0, 0, 21, 10, 3, 7, 36, 0, 16, 7, 62, 20, 11, 22, 11, 4, 5, 4, 2, 13, 0, 10, 10, 4, 5, 4, 4, 0, 9, 9, 6, 2, 45, 17, 13, 0, 20, 7, 28, 7, 9, 27, 0, 0, 8, 28, 0, 0, 7, 0, 4, 2, 4, 4, 15, 10, 13] [5, 22, 5, 12, 5, 1, 6, 0, 1, 1, 1, 2, 0, 3, 11, 18, 5, 13, 7, 15, 0, 20, 4, 13, 0, 0, 0, 3, 17, 5, 0, 0, 0, 0, 0, 2, 16, 0, 9, 0, 5, 0, 0, 16, 0, 0, 0, 7, 11, 0, 22, 11, 0, 9, 10, 34, 4, 14, 20, 0, 0, 0, 11, 0, 0] sn2504 2025-03-19 23:10:00 254.0 278660.0 277870.0 278700.0 277820.0 1185 2 277892.7272727273 277938.0 277915.0 -271.0
13 ['278420.0', '278430.0', '278440.0', '278450.0', '278460.0', '278470.0', '278480.0', '278490.0', '278500.0', '278510.0', '278520.0', '278530.0', '278540.0', '278550.0', '278560.0', '278570.0', '278580.0', '278590.0', '278600.0', '278610.0', '278620.0', '278630.0', '278640.0', '278650.0', '278660.0', '278670.0', '278680.0', '278690.0', '278700.0', '278710.0', '278720.0', '278730.0', '278740.0', '278750.0', '278760.0', '278770.0', '278780.0', '278790.0', '278810.0'] [0, 0, 4, 26, 10, 8, 4, 8, 12, 28, 42, 7, 1, 24, 13, 11, 48, 26, 35, 1, 17, 6, 0, 4, 46, 34, 45, 102, 29, 33, 11, 25, 14, 9, 6, 26, 9, 10, 12] [5, 3, 14, 3, 13, 0, 1, 5, 8, 20, 13, 7, 26, 41, 23, 13, 10, 26, 28, 2, 0, 1, 12, 23, 56, 51, 67, 40, 30, 44, 21, 53, 6, 35, 0, 41, 3, 12, 16] sn2504 2025-03-19 23:15:00 -26.0 278690.0 278680.0 278820.0 278420.0 1753 0 277959.1666666667 278136.0 278009.0 -297.0
14 ['278650.0', '278660.0', '278670.0', '278680.0', '278690.0', '278700.0', '278710.0', '278720.0', '278730.0', '278740.0', '278750.0', '278760.0', '278770.0', '278780.0', '278790.0', '278800.0', '278810.0', '278820.0', '278830.0', '278840.0', '278850.0', '278870.0'] [0, 0, 10, 26, 31, 32, 33, 30, 50, 15, 49, 45, 37, 28, 35, 1, 5, 13, 4, 12, 7, 19] [2, 32, 33, 37, 27, 23, 31, 56, 62, 46, 43, 13, 8, 16, 2, 2, 3, 5, 16, 0, 20, 0] sn2504 2025-03-19 23:20:00 5.0 278770.0 278680.0 278870.0 278650.0 1141 0 278021.53846153844 278330.0 278096.0 -292.0
15 ['278360.0', '278370.0', '278390.0', '278400.0', '278410.0', '278420.0', '278430.0', '278450.0', '278460.0', '278470.0', '278480.0', '278490.0', '278500.0', '278510.0', '278520.0', '278530.0', '278540.0', '278550.0', '278560.0', '278570.0', '278580.0', '278590.0', '278600.0', '278610.0', '278620.0', '278630.0', '278640.0', '278650.0', '278660.0', '278670.0', '278680.0', '278690.0', '278700.0', '278710.0', '278720.0', '278730.0', '278750.0', '278760.0', '278780.0', '278790.0', '278800.0', '278810.0', '278820.0', '278840.0', '278850.0', '278860.0'] [0, 0, 7, 14, 10, 32, 8, 2, 50, 16, 41, 3, 15, 7, 2, 13, 25, 8, 1, 0, 2, 1, 10, 18, 0, 18, 12, 7, 73, 7, 29, 4, 23, 4, 10, 6, 0, 2, 5, 3, 12, 7, 5, 34, 1, 8] [11, 6, 34, 6, 16, 8, 5, 25, 27, 13, 35, 21, 19, 4, 23, 8, 3, 5, 0, 8, 60, 40, 41, 7, 33, 28, 22, 23, 14, 30, 22, 13, 4, 16, 17, 0, 1, 5, 0, 0, 0, 0, 0, 3, 7, 0] sn2504 2025-03-19 23:25:00 -108.0 278450.0 278780.0 278860.0 278360.0 1385 2 278052.14285714284 278486.0 278154.0 -400.0
16 ['278150.0', '278160.0', '278170.0', '278180.0', '278190.0', '278200.0', '278210.0', '278220.0', '278230.0', '278240.0', '278250.0', '278260.0', '278270.0', '278280.0', '278290.0', '278310.0', '278320.0', '278330.0', '278340.0', '278350.0', '278360.0', '278370.0', '278380.0', '278390.0', '278400.0', '278410.0', '278420.0', '278430.0', '278440.0', '278450.0', '278460.0', '278470.0', '278480.0', '278490.0'] [0, 2, 4, 14, 6, 11, 18, 40, 18, 2, 16, 8, 0, 17, 16, 0, 2, 5, 2, 7, 8, 34, 7, 16, 3, 10, 23, 6, 4, 6, 10, 48, 9, 1] [18, 0, 17, 21, 45, 32, 16, 10, 13, 2, 11, 17, 2, 12, 19, 6, 2, 6, 18, 36, 6, 17, 38, 11, 21, 6, 15, 12, 7, 10, 9, 5, 0, 3] sn2504 2025-03-19 23:30:00 -90.0 278220.0 278450.0 278490.0 278150.0 998 0 278063.3333333333 278558.0 278170.0 -490.0
17 ['278190.0', '278200.0', '278210.0', '278220.0', '278230.0', '278240.0', '278250.0', '278260.0', '278280.0', '278290.0', '278300.0', '278310.0', '278320.0', '278330.0', '278340.0', '278350.0', '278360.0', '278370.0', '278380.0', '278400.0', '278410.0', '278420.0', '278430.0', '278440.0', '278450.0', '278460.0', '278470.0', '278480.0', '278490.0', '278500.0', '278510.0', '278520.0', '278530.0', '278540.0', '278550.0', '278560.0', '278570.0', '278580.0', '278600.0'] [2, 17, 20, 10, 9, 7, 3, 5, 44, 10, 6, 0, 10, 19, 31, 14, 0, 14, 14, 14, 31, 8, 4, 12, 15, 0, 1, 0, 26, 26, 8, 6, 14, 2, 3, 29, 15, 40, 18] [16, 13, 7, 5, 0, 0, 1, 0, 2, 0, 5, 9, 4, 6, 29, 0, 2, 4, 7, 10, 9, 17, 0, 17, 3, 2, 2, 39, 0, 39, 6, 20, 12, 2, 12, 49, 8, 3, 0] sn2504 2025-03-19 23:35:00 147.0 278450.0 278220.0 278600.0 278190.0 968 4 278087.5 278516.0 278227.0 -343.0
18 ['278390.0', '278400.0', '278410.0', '278420.0', '278430.0', '278440.0', '278450.0', '278460.0', '278470.0', '278480.0', '278490.0', '278500.0', '278510.0', '278520.0', '278530.0', '278550.0', '278560.0'] [0, 0, 0, 1, 5, 2, 10, 6, 10, 2, 3, 14, 7, 30, 17, 2, 4] [1, 3, 5, 0, 11, 6, 2, 3, 10, 8, 9, 25, 2, 5, 4, 0, 0] sn2504 2025-03-19 23:40:00 19.0 278460.0 278420.0 278560.0 278390.0 228 -1 278109.4117647059 278470.0 278303.0 -324.0
19 ['278340.0', '278350.0', '278370.0', '278380.0', '278390.0', '278400.0', '278410.0', '278420.0', '278430.0', '278440.0', '278450.0', '278460.0', '278470.0', '278480.0', '278490.0', '278500.0'] [0, 0, 6, 6, 8, 3, 13, 12, 0, 1, 3, 7, 5, 17, 10, 8] [4, 2, 10, 10, 1, 4, 6, 4, 3, 7, 11, 3, 9, 8, 1, 0] sn2504 2025-03-19 23:45:00 16.0 278500.0 278450.0 278500.0 278340.0 220 0 278131.1111111111 278416.0 278373.0 -308.0
20 ['278400.0', '278420.0', '278430.0', '278440.0', '278450.0', '278460.0', '278480.0', '278490.0', '278500.0', '278510.0', '278520.0', '278530.0', '278540.0', '278550.0', '278560.0', '278570.0', '278580.0', '278590.0', '278600.0', '278610.0', '278620.0', '278630.0', '278650.0', '278660.0', '278670.0', '278690.0', '278700.0'] [0, 1, 2, 0, 1, 2, 0, 4, 4, 3, 13, 2, 1, 8, 16, 1, 24, 29, 23, 5, 1, 3, 0, 7, 3, 5, 7] [2, 0, 0, 1, 5, 0, 4, 13, 2, 8, 0, 4, 2, 7, 12, 11, 12, 9, 1, 0, 1, 2, 1, 0, 1, 6, 0] sn2504 2025-03-19 23:50:00 61.0 278660.0 278480.0 278700.0 278400.0 326 1 278158.94736842107 278458.0 278472.0 -247.0
21 ['278450.0', '278460.0', '278470.0', '278480.0', '278490.0', '278500.0', '278510.0', '278520.0', '278530.0', '278540.0', '278550.0', '278560.0', '278570.0', '278580.0', '278590.0', '278600.0', '278610.0', '278620.0', '278630.0', '278640.0', '278650.0', '278660.0', '278670.0', '278680.0', '278690.0', '278700.0'] [0, 0, 0, 4, 10, 1, 4, 8, 10, 4, 8, 2, 2, 0, 0, 6, 12, 5, 1, 0, 3, 19, 8, 1, 2, 2] [1, 6, 4, 16, 7, 2, 9, 14, 10, 3, 3, 1, 5, 3, 1, 9, 0, 1, 11, 6, 2, 9, 9, 0, 0, 0] sn2504 2025-03-19 23:55:00 -20.0 278460.0 278660.0 278700.0 278450.0 284 0 278174.0 278506.0 278532.0 -267.0
22 ['278280.0', '278300.0', '278310.0', '278320.0', '278330.0', '278340.0', '278350.0', '278360.0', '278370.0', '278380.0', '278390.0', '278400.0', '278410.0', '278420.0', '278450.0', '278460.0', '278470.0', '278480.0', '278490.0', '278500.0', '278510.0', '278520.0', '278530.0', '278540.0', '278550.0'] [0, 10, 9, 11, 1, 8, 4, 6, 4, 12, 4, 7, 0, 0, 1, 2, 1, 5, 3, 7, 4, 1, 1, 12, 7] [22, 11, 7, 0, 0, 5, 11, 6, 4, 9, 0, 9, 15, 22, 3, 14, 15, 5, 10, 3, 14, 5, 4, 7, 0] sn2504 2025-03-20 00:00:00 -81.0 278380.0 278480.0 278550.0 278260.0 374 -1 278183.8095238095 278492.0 278504.0 -348.0
23 ['278380.0', '278390.0', '278400.0', '278410.0', '278420.0', '278450.0', '278490.0', '278500.0', '278520.0', '278530.0', '278540.0', '278550.0', '278560.0', '278570.0', '278580.0', '278590.0', '278600.0', '278610.0', '278620.0', '278630.0', '278640.0', '278650.0', '278660.0', '278670.0', '278680.0', '278690.0'] [1, 6, 2, 1, 1, 9, 4, 2, 0, 0, 8, 7, 10, 15, 15, 30, 16, 16, 3, 9, 10, 15, 2, 6, 1, 3] [0, 1, 0, 0, 0, 0, 0, 0, 10, 3, 16, 22, 3, 22, 10, 6, 17, 10, 2, 16, 0, 3, 0, 8, 2, 0] sn2504 2025-03-20 00:05:00 41.0 278580.0 278380.0 278690.0 278370.0 413 3 278201.8181818182 278516.0 278493.0 -307.0
24 ['278580.0', '278590.0', '278600.0', '278610.0', '278620.0', '278630.0', '278640.0', '278650.0', '278660.0', '278670.0', '278680.0', '278690.0', '278700.0', '278710.0', '278720.0', '278730.0', '278740.0', '278750.0', '278760.0', '278770.0', '278790.0', '278800.0', '278820.0'] [0, 0, 4, 13, 6, 53, 12, 5, 1, 37, 11, 13, 21, 19, 1, 2, 7, 2, 13, 0, 4, 28, 12] [2, 3, 16, 14, 9, 7, 0, 2, 8, 19, 19, 8, 11, 9, 0, 0, 9, 16, 10, 1, 4, 2, 0] sn2504 2025-03-20 00:10:00 95.0 278670.0 278580.0 278820.0 278580.0 519 1 278222.17391304346 278550.0 278483.0 -212.0
25 ['278630.0', '278640.0', '278650.0', '278660.0', '278670.0', '278680.0', '278690.0', '278700.0', '278710.0', '278720.0', '278730.0', '278740.0', '278750.0', '278760.0', '278770.0', '278780.0', '278790.0', '278800.0', '278810.0', '278830.0', '278840.0', '278860.0'] [0, 0, 3, 2, 3, 3, 7, 2, 1, 8, 10, 3, 5, 16, 6, 3, 5, 28, 8, 1, 6, 5] [1, 5, 12, 2, 1, 4, 3, 3, 4, 5, 23, 10, 13, 14, 12, 0, 14, 0, 1, 2, 0, 3] sn2504 2025-03-20 00:15:00 -7.0 278720.0 278680.0 278860.0 278630.0 295 0 278242.9166666667 278562.0 278510.0 -219.0
26 ['278620.0', '278630.0', '278640.0', '278650.0', '278660.0', '278670.0', '278680.0', '278690.0', '278700.0', '278710.0', '278720.0', '278730.0', '278740.0', '278760.0', '278770.0', '278780.0'] [0, 6, 8, 19, 1, 5, 3, 5, 16, 7, 4, 3, 0, 7, 8, 1] [10, 5, 3, 7, 3, 3, 21, 11, 4, 4, 6, 3, 4, 2, 3, 0] sn2504 2025-03-20 00:20:00 4.0 278710.0 278730.0 278780.0 278620.0 204 0 278261.6 278612.0 278559.0 -215.0
27 ['278660.0', '278670.0', '278680.0', '278690.0', '278700.0', '278710.0', '278720.0'] [0, 3, 3, 11, 39, 3, 11] [3, 7, 7, 6, 4, 2, 0] sn2504 2025-03-20 00:25:00 41.0 278720.0 278690.0 278720.0 278660.0 116 0 278279.23076923075 278680.0 278586.0 -174.0
28 ['278680.0', '278690.0', '278700.0', '278710.0', '278720.0', '278730.0', '278750.0', '278760.0', '278770.0', '278780.0', '278790.0', '278800.0', '278810.0', '278830.0', '278840.0'] [0, 0, 5, 7, 18, 1, 0, 9, 10, 10, 1, 2, 9, 3, 7] [5, 5, 3, 2, 0, 0, 11, 3, 5, 4, 4, 11, 4, 5, 0] sn2504 2025-03-20 00:30:00 20.0 278770.0 278720.0 278860.0 278680.0 199 0 278297.4074074074 278718.0 278617.0 -154.0
29 ['278650.0', '278660.0', '278670.0', '278680.0', '278690.0', '278700.0', '278710.0', '278720.0', '278730.0', '278740.0', '278750.0', '278760.0', '278770.0', '278780.0', '278790.0', '278800.0'] [0, 0, 3, 1, 8, 2, 1, 13, 5, 11, 8, 5, 7, 7, 4, 1] [1, 7, 1, 1, 2, 3, 0, 8, 3, 14, 8, 5, 0, 0, 1, 0] sn2504 2025-03-20 00:35:00 22.0 278720.0 278780.0 278800.0 278650.0 158 0 278312.5 278728.0 278639.0 -132.0
30 ['278680.0', '278690.0', '278700.0', '278710.0', '278720.0', '278730.0', '278740.0', '278750.0', '278760.0', '278770.0', '278780.0', '278800.0', '278810.0', '278820.0', '278830.0', '278840.0', '278850.0', '278860.0', '278870.0', '278880.0', '278900.0'] [0, 8, 1, 1, 5, 2, 2, 2, 3, 6, 9, 16, 3, 6, 0, 10, 4, 4, 4, 27, 23] [2, 1, 10, 0, 0, 3, 11, 2, 6, 4, 3, 13, 3, 7, 8, 1, 4, 0, 0, 0, 0] sn2504 2025-03-20 00:40:00 58.0 278820.0 278730.0 278900.0 278680.0 242 1 278330.0 278748.0 278655.0 -74.0
31 ['278760.0', '278770.0', '278780.0', '278790.0', '278800.0', '278810.0', '278820.0', '278830.0', '278840.0', '278850.0', '278860.0', '278870.0', '278880.0', '278890.0', '278900.0', '278910.0', '278920.0'] [0, 0, 0, 0, 16, 1, 5, 2, 8, 10, 9, 5, 7, 0, 5, 0, 10] [1, 2, 3, 2, 15, 4, 38, 4, 12, 6, 0, 7, 2, 2, 1, 2, 0] sn2504 2025-03-20 00:45:00 -23.0 278850.0 278840.0 278920.0 278760.0 208 -1 278347.3333333333 278776.0 278694.0 -97.0
32 ['278710.0', '278720.0', '278730.0', '278740.0', '278750.0', '278760.0', '278770.0', '278780.0', '278790.0', '278800.0', '278810.0'] [0, 15, 3, 22, 17, 15, 38, 0, 2, 25, 0] [1, 28, 7, 9, 4, 2, 17, 23, 0, 0, 9] sn2504 2025-03-20 00:50:00 37.0 278740.0 278810.0 278810.0 278710.0 274 0 278360.0 278780.0 278730.0 -60.0
33 ['278720.0', '278730.0', '278740.0', '278770.0'] [0, 0, 3, 4] [2, 2, 1, 0] sn2504 2025-03-20 00:55:00 2.0 278720.0 278770.0 278770.0 278720.0 15 0 278371.25 278770.0 278744.0 -58.0

View File

@@ -1,33 +0,0 @@
price,Ask,Bid,symbol,datetime,delta,close,open,high,low,volume,dj,dayma,5_MA,10_MA,delta累计
"['13445.0', '13450.0', '13455.0']","[0, 631, 351]","[158, 1026, 286]",ss2505,2025-03-19 22:20:00,-488.0,13450.0,13455.0,13455.0,13445.0,2454,0,13450.0,13450.0,13450.0,-488.0
"['13440.0', '13445.0', '13450.0', '13455.0', '13460.0']","[0, 246, 37, 499, 126]","[55, 538, 369, 338, 0]",ss2505,2025-03-19 22:25:00,-392.0,13445.0,13450.0,13460.0,13440.0,2208,0,13447.5,13447.5,13447.5,-880.0
"['13440.0', '13445.0', '13450.0']","[0, 1398, 81]","[124, 1106, 0]",ss2505,2025-03-19 22:30:00,249.0,13445.0,13445.0,13450.0,13440.0,2717,0,13446.666666666666,13446.666666666666,13446.666666666666,-631.0
"['13445.0', '13450.0', '13455.0']","[57, 883, 37]","[191, 631, 0]",ss2505,2025-03-19 22:35:00,155.0,13445.0,13450.0,13455.0,13445.0,1934,0,13446.25,13446.25,13446.25,-476.0
"['13445.0', '13450.0', '13455.0']","[0, 879, 1]","[391, 838, 0]",ss2505,2025-03-19 22:40:00,-349.0,13450.0,13450.0,13455.0,13445.0,2194,0,13447.0,13447.0,13447.0,-825.0
"['13450.0', '13455.0', '13460.0', '13465.0']","[0, 446, 398, 45]","[50, 323, 151, 0]",ss2505,2025-03-19 22:45:00,365.0,13450.0,13450.0,13465.0,13450.0,1413,0,13447.5,13447.0,13447.5,-460.0
"['13440.0', '13445.0', '13450.0', '13455.0']","[0, 166, 472, 106]","[89, 492, 566, 0]",ss2505,2025-03-19 22:50:00,-403.0,13440.0,13450.0,13455.0,13440.0,1894,0,13446.42857142857,13446.0,13446.42857142857,-863.0
"['13440.0', '13445.0', '13450.0', '13455.0', '13460.0']","[0, 124, 340, 258, 57]","[10, 104, 200, 110, 0]",ss2505,2025-03-19 22:55:00,355.0,13455.0,13445.0,13460.0,13440.0,1206,0,13447.5,13448.0,13447.5,-508.0
"['13445.0', '13450.0', '13455.0']","[0, 50, 200]","[171, 519, 42]",ss2505,2025-03-19 23:00:00,-482.0,13455.0,13455.0,13455.0,13445.0,982,0,13448.333333333334,13450.0,13448.333333333334,-990.0
"['13450.0', '13455.0', '13460.0']","[7, 243, 122]","[152, 61, 0]",ss2505,2025-03-19 23:05:00,159.0,13455.0,13455.0,13460.0,13450.0,631,0,13449.0,13451.0,13449.0,-831.0
"['13455.0', '13460.0', '13465.0']","[0, 183, 189]","[41, 17, 0]",ss2505,2025-03-19 23:10:00,314.0,13465.0,13455.0,13465.0,13455.0,430,0,13450.454545454546,13454.0,13450.5,-517.0
"['13460.0', '13465.0', '13470.0']","[0, 401, 198]","[3, 30, 0]",ss2505,2025-03-19 23:15:00,566.0,13470.0,13465.0,13470.0,13460.0,632,0,13452.083333333334,13460.0,13453.0,49.0
"['13465.0', '13470.0']","[0, 81]","[176, 0]",ss2505,2025-03-19 23:20:00,-95.0,13470.0,13470.0,13470.0,13465.0,257,0,13453.461538461539,13463.0,13455.5,-46.0
"['13465.0', '13470.0']","[0, 54]","[23, 0]",ss2505,2025-03-19 23:25:00,31.0,13465.0,13470.0,13470.0,13465.0,77,0,13454.285714285714,13465.0,13457.5,-15.0
"['13465.0', '13470.0']","[0, 34]","[58, 0]",ss2505,2025-03-19 23:30:00,-24.0,13470.0,13465.0,13470.0,13465.0,92,0,13455.333333333334,13468.0,13459.5,-39.0
"['13465.0', '13470.0']","[0, 14]","[27, 0]",ss2505,2025-03-19 23:35:00,-13.0,13470.0,13465.0,13470.0,13465.0,41,0,13456.25,13469.0,13461.5,-52.0
"['13465.0', '13470.0']","[0, 33]","[16, 0]",ss2505,2025-03-19 23:40:00,17.0,13470.0,13465.0,13470.0,13465.0,49,0,13457.058823529413,13469.0,13464.5,-35.0
"['13460.0', '13465.0', '13470.0']","[0, 4, 17]","[19, 288, 0]",ss2505,2025-03-19 23:45:00,-286.0,13460.0,13465.0,13470.0,13460.0,328,0,13457.222222222223,13467.0,13465.0,-321.0
"['13460.0', '13465.0', '13470.0']","[0, 160, 49]","[38, 48, 0]",ss2505,2025-03-19 23:50:00,123.0,13465.0,13460.0,13470.0,13460.0,295,0,13457.631578947368,13467.0,13466.0,-198.0
"['13460.0', '13465.0']","[0, 105]","[21, 0]",ss2505,2025-03-19 23:55:00,84.0,13465.0,13460.0,13465.0,13460.0,126,0,13458.0,13466.0,13467.0,-114.0
"['13460.0', '13465.0', '13470.0']","[0, 117, 24]","[1, 51, 0]",ss2505,2025-03-20 00:00:00,89.0,13465.0,13460.0,13470.0,13460.0,193,0,13458.333333333334,13465.0,13467.0,-25.0
"['13465.0', '13470.0', '13475.0', '13480.0']","[0, 148, 424, 47]","[2, 25, 44, 0]",ss2505,2025-03-20 00:05:00,548.0,13475.0,13470.0,13480.0,13465.0,690,0,13459.09090909091,13466.0,13467.5,523.0
"['13470.0', '13475.0', '13480.0']","[0, 196, 120]","[6, 70, 0]",ss2505,2025-03-20 00:10:00,240.0,13480.0,13470.0,13480.0,13470.0,392,0,13460.0,13470.0,13468.5,763.0
"['13475.0', '13480.0', '13485.0']","[0, 159, 72]","[20, 134, 0]",ss2505,2025-03-20 00:15:00,77.0,13480.0,13475.0,13485.0,13475.0,385,0,13460.833333333334,13473.0,13470.0,840.0
"['13475.0', '13480.0', '13485.0']","[0, 45, 16]","[17, 180, 0]",ss2505,2025-03-20 00:20:00,-136.0,13475.0,13480.0,13485.0,13475.0,258,0,13461.4,13475.0,13470.5,704.0
"['13475.0', '13480.0']","[0, 16]","[31, 0]",ss2505,2025-03-20 00:25:00,-15.0,13480.0,13480.0,13480.0,13475.0,47,0,13462.115384615385,13478.0,13471.5,689.0
"['13470.0', '13475.0', '13480.0']","[0, 157, 30]","[23, 279, 0]",ss2505,2025-03-20 00:30:00,-115.0,13470.0,13480.0,13480.0,13470.0,489,0,13462.407407407407,13477.0,13471.5,574.0
"['13470.0', '13475.0']","[0, 10]","[23, 0]",ss2505,2025-03-20 00:35:00,-13.0,13475.0,13470.0,13475.0,13470.0,33,0,13462.857142857143,13476.0,13473.0,561.0
"['13470.0', '13475.0']","[0, 333]","[9, 49]",ss2505,2025-03-20 00:40:00,275.0,13470.0,13470.0,13475.0,13470.0,391,0,13463.103448275862,13474.0,13473.5,836.0
"['13470.0', '13475.0', '13480.0']","[0, 141, 6]","[6, 143, 0]",ss2505,2025-03-20 00:45:00,-2.0,13475.0,13470.0,13480.0,13470.0,423,0,13463.5,13474.0,13474.5,834.0
"['13470.0', '13475.0']","[0, 19]","[8, 0]",ss2505,2025-03-20 00:50:00,11.0,13475.0,13475.0,13475.0,13470.0,27,0,13463.870967741936,13473.0,13475.5,845.0
['13475.0'],[1],[0],ss2505,2025-03-20 00:55:00,1.0,13475.0,13475.0,13475.0,13475.0,1,0,13464.21875,13474.0,13475.5,846.0
1 price Ask Bid symbol datetime delta close open high low volume dj dayma 5_MA 10_MA delta累计
2 ['13445.0', '13450.0', '13455.0'] [0, 631, 351] [158, 1026, 286] ss2505 2025-03-19 22:20:00 -488.0 13450.0 13455.0 13455.0 13445.0 2454 0 13450.0 13450.0 13450.0 -488.0
3 ['13440.0', '13445.0', '13450.0', '13455.0', '13460.0'] [0, 246, 37, 499, 126] [55, 538, 369, 338, 0] ss2505 2025-03-19 22:25:00 -392.0 13445.0 13450.0 13460.0 13440.0 2208 0 13447.5 13447.5 13447.5 -880.0
4 ['13440.0', '13445.0', '13450.0'] [0, 1398, 81] [124, 1106, 0] ss2505 2025-03-19 22:30:00 249.0 13445.0 13445.0 13450.0 13440.0 2717 0 13446.666666666666 13446.666666666666 13446.666666666666 -631.0
5 ['13445.0', '13450.0', '13455.0'] [57, 883, 37] [191, 631, 0] ss2505 2025-03-19 22:35:00 155.0 13445.0 13450.0 13455.0 13445.0 1934 0 13446.25 13446.25 13446.25 -476.0
6 ['13445.0', '13450.0', '13455.0'] [0, 879, 1] [391, 838, 0] ss2505 2025-03-19 22:40:00 -349.0 13450.0 13450.0 13455.0 13445.0 2194 0 13447.0 13447.0 13447.0 -825.0
7 ['13450.0', '13455.0', '13460.0', '13465.0'] [0, 446, 398, 45] [50, 323, 151, 0] ss2505 2025-03-19 22:45:00 365.0 13450.0 13450.0 13465.0 13450.0 1413 0 13447.5 13447.0 13447.5 -460.0
8 ['13440.0', '13445.0', '13450.0', '13455.0'] [0, 166, 472, 106] [89, 492, 566, 0] ss2505 2025-03-19 22:50:00 -403.0 13440.0 13450.0 13455.0 13440.0 1894 0 13446.42857142857 13446.0 13446.42857142857 -863.0
9 ['13440.0', '13445.0', '13450.0', '13455.0', '13460.0'] [0, 124, 340, 258, 57] [10, 104, 200, 110, 0] ss2505 2025-03-19 22:55:00 355.0 13455.0 13445.0 13460.0 13440.0 1206 0 13447.5 13448.0 13447.5 -508.0
10 ['13445.0', '13450.0', '13455.0'] [0, 50, 200] [171, 519, 42] ss2505 2025-03-19 23:00:00 -482.0 13455.0 13455.0 13455.0 13445.0 982 0 13448.333333333334 13450.0 13448.333333333334 -990.0
11 ['13450.0', '13455.0', '13460.0'] [7, 243, 122] [152, 61, 0] ss2505 2025-03-19 23:05:00 159.0 13455.0 13455.0 13460.0 13450.0 631 0 13449.0 13451.0 13449.0 -831.0
12 ['13455.0', '13460.0', '13465.0'] [0, 183, 189] [41, 17, 0] ss2505 2025-03-19 23:10:00 314.0 13465.0 13455.0 13465.0 13455.0 430 0 13450.454545454546 13454.0 13450.5 -517.0
13 ['13460.0', '13465.0', '13470.0'] [0, 401, 198] [3, 30, 0] ss2505 2025-03-19 23:15:00 566.0 13470.0 13465.0 13470.0 13460.0 632 0 13452.083333333334 13460.0 13453.0 49.0
14 ['13465.0', '13470.0'] [0, 81] [176, 0] ss2505 2025-03-19 23:20:00 -95.0 13470.0 13470.0 13470.0 13465.0 257 0 13453.461538461539 13463.0 13455.5 -46.0
15 ['13465.0', '13470.0'] [0, 54] [23, 0] ss2505 2025-03-19 23:25:00 31.0 13465.0 13470.0 13470.0 13465.0 77 0 13454.285714285714 13465.0 13457.5 -15.0
16 ['13465.0', '13470.0'] [0, 34] [58, 0] ss2505 2025-03-19 23:30:00 -24.0 13470.0 13465.0 13470.0 13465.0 92 0 13455.333333333334 13468.0 13459.5 -39.0
17 ['13465.0', '13470.0'] [0, 14] [27, 0] ss2505 2025-03-19 23:35:00 -13.0 13470.0 13465.0 13470.0 13465.0 41 0 13456.25 13469.0 13461.5 -52.0
18 ['13465.0', '13470.0'] [0, 33] [16, 0] ss2505 2025-03-19 23:40:00 17.0 13470.0 13465.0 13470.0 13465.0 49 0 13457.058823529413 13469.0 13464.5 -35.0
19 ['13460.0', '13465.0', '13470.0'] [0, 4, 17] [19, 288, 0] ss2505 2025-03-19 23:45:00 -286.0 13460.0 13465.0 13470.0 13460.0 328 0 13457.222222222223 13467.0 13465.0 -321.0
20 ['13460.0', '13465.0', '13470.0'] [0, 160, 49] [38, 48, 0] ss2505 2025-03-19 23:50:00 123.0 13465.0 13460.0 13470.0 13460.0 295 0 13457.631578947368 13467.0 13466.0 -198.0
21 ['13460.0', '13465.0'] [0, 105] [21, 0] ss2505 2025-03-19 23:55:00 84.0 13465.0 13460.0 13465.0 13460.0 126 0 13458.0 13466.0 13467.0 -114.0
22 ['13460.0', '13465.0', '13470.0'] [0, 117, 24] [1, 51, 0] ss2505 2025-03-20 00:00:00 89.0 13465.0 13460.0 13470.0 13460.0 193 0 13458.333333333334 13465.0 13467.0 -25.0
23 ['13465.0', '13470.0', '13475.0', '13480.0'] [0, 148, 424, 47] [2, 25, 44, 0] ss2505 2025-03-20 00:05:00 548.0 13475.0 13470.0 13480.0 13465.0 690 0 13459.09090909091 13466.0 13467.5 523.0
24 ['13470.0', '13475.0', '13480.0'] [0, 196, 120] [6, 70, 0] ss2505 2025-03-20 00:10:00 240.0 13480.0 13470.0 13480.0 13470.0 392 0 13460.0 13470.0 13468.5 763.0
25 ['13475.0', '13480.0', '13485.0'] [0, 159, 72] [20, 134, 0] ss2505 2025-03-20 00:15:00 77.0 13480.0 13475.0 13485.0 13475.0 385 0 13460.833333333334 13473.0 13470.0 840.0
26 ['13475.0', '13480.0', '13485.0'] [0, 45, 16] [17, 180, 0] ss2505 2025-03-20 00:20:00 -136.0 13475.0 13480.0 13485.0 13475.0 258 0 13461.4 13475.0 13470.5 704.0
27 ['13475.0', '13480.0'] [0, 16] [31, 0] ss2505 2025-03-20 00:25:00 -15.0 13480.0 13480.0 13480.0 13475.0 47 0 13462.115384615385 13478.0 13471.5 689.0
28 ['13470.0', '13475.0', '13480.0'] [0, 157, 30] [23, 279, 0] ss2505 2025-03-20 00:30:00 -115.0 13470.0 13480.0 13480.0 13470.0 489 0 13462.407407407407 13477.0 13471.5 574.0
29 ['13470.0', '13475.0'] [0, 10] [23, 0] ss2505 2025-03-20 00:35:00 -13.0 13475.0 13470.0 13475.0 13470.0 33 0 13462.857142857143 13476.0 13473.0 561.0
30 ['13470.0', '13475.0'] [0, 333] [9, 49] ss2505 2025-03-20 00:40:00 275.0 13470.0 13470.0 13475.0 13470.0 391 0 13463.103448275862 13474.0 13473.5 836.0
31 ['13470.0', '13475.0', '13480.0'] [0, 141, 6] [6, 143, 0] ss2505 2025-03-20 00:45:00 -2.0 13475.0 13470.0 13480.0 13470.0 423 0 13463.5 13474.0 13474.5 834.0
32 ['13470.0', '13475.0'] [0, 19] [8, 0] ss2505 2025-03-20 00:50:00 11.0 13475.0 13475.0 13475.0 13470.0 27 0 13463.870967741936 13473.0 13475.5 845.0
33 ['13475.0'] [1] [0] ss2505 2025-03-20 00:55:00 1.0 13475.0 13475.0 13475.0 13475.0 1 0 13464.21875 13474.0 13475.5 846.0

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