
ARB Protocol价格ARB
CNY
未上架
¥0.0002226CNY
+4.96%1D
截至今日09:58(UTC),ARB Protocol(ARB)的人民币价格为 ¥0.0002226 CNY。
ARB Protocol兑CNY价格实时走势图(ARB/CNY)
最近更新时间2025-08-11 09:58:38(UTC+0)
ARB/CNY 价格计算器
ARB
CNY
1 ARB = 0.0002226 CNY,当前 1 ARB Protocol(ARB)兑换 CNY 的价格为 0.0002226。汇率实时更新,仅供参考。
在所有主流交易平台中,Bitget 提供最低的交易手续费。VIP 级别越高,费率越优惠。
今日ARB Protocol实时价格CNY
今日 ARB Protocol 实时价格为 ¥0.0002226 CNY,当前市值为 ¥0.00。过去24小时内,ARB Protocol 价格涨幅为4.96%,24小时交易量为 ¥0.00。ARB/CNY(ARB Protocol 兑 CNY)兑换率实时更新。
1ARB Protocol的人民币价格是多少?
截至目前,ARB Protocol(ARB)的人民币价格为 ¥0.0002226 CNY。您现在可以用 1ARB 兑换 ¥0.0002226,或用 ¥10 兑换 44,932.16 ARB。在过去24小时内, ARB兑换CNY的最高价格为 ¥0.0002257 CNY,ARB兑换CNY的最低价格为 ¥0.0002120 CNY。
您认为今天 ARB Protocol 价格会上涨还是下跌?
总票数:
上涨
0
下跌
0
投票数据每24小时更新一次。它反映了社区对 ARB Protocol 的价格趋势预测,不应被视作投资建议。
ARB Protocol市场信息
价格表现(24小时)
24小时
24小时最低价¥024小时最高价¥0
历史最高价:
¥0.1874
涨跌幅(24小时):
+4.96%
涨跌幅(7日):
+15.45%
涨跌幅(1年):
-87.52%
市值排名:
#5816
市值:
--
完全稀释市值:
--
24小时交易额:
--
流通量:
-- ARB
最大发行量:
--
ARB Protocol (ARB) 简介
ARB协议代币: 打造去中心化金融的关键
随着加密货币的崛起和区块链技术的普及,去中心化金融(DeFi)已经引起了大家的广泛关注。ARB协议代币(ARB)就是在这样的背景下应运而生的一种创新的加密货币。
ARB协议代币的历史和意义
ARB协议代币(ARB)的诞生标志着去中心化金融的一大创新。作为加密货币的一种,它同时也是一个去中心化的金融应用协议,为那些希望借助区块链技术进行金融创新的人们提供了更多可能。
ARB协议代币的诞生标志着去中心化金融正在快速发展,特别是在区块链技术的推动下,其潜力已经开始得到更广泛的认可。ARB协议代币不仅扩大了加密货币的范围,更为加密货币市场带来了更多的多样性和深度。
ARB协议代币的特点和作用
ARB协议代币有几个关键的特点和作用:
-
去中心化:ARB协议代币是基于区块链技术的,因此它是完全去中心化的。这意味着它没有中央权威,无法被任何中央组织控制。
-
金融应用协议:ARB不仅仅是一种加密货币,它也是一个去中心化的金融应用协议。通过ARB,用户可以开发出各种金融应用程序,从而实现金融创新。
-
智能合约:ARB协议代币利用了区块链上的智能合约功能,用户可以在没有中介的情况下进行安全、透明、可验证的金融交易。
-
流动性挖矿:ARB协议代币用户可以通过流动性挖矿获得奖励,进一步增加了其魅力。
总的来说,ARB协议代币以其创新且具有重大意义的特性,正在加密货币市场和去中心化金融领域中发挥着重要的作用。随着区块链技术的发展和加密货币的普及,ARB协议代币及其在去中心化金融中的应用无疑将会在未来持续受到关注。
ARB Protocol 的 AI 分析报告
今日加密市场热点查看报告
ARB Protocol价格历史(CNY)
过去一年,ARB Protocol价格上涨了-87.52%。在此期间,兑CNY的最高价格为 ¥0.002828,兑CNY 的最低价格为 ¥0.{4}9855。
时间涨跌幅(%)
最低价
最高价 
24h+4.96%¥0.0002120¥0.0002257
7d+15.45%¥0.0001562¥0.0002856
30d-2.15%¥0.0001562¥0.0002869
90d-58.43%¥0.0001562¥0.0005441
1y-87.52%¥0.{4}9855¥0.002828
所有时间-99.78%¥0.{4}9855(2025-04-07, 126天前)¥0.1874(2022-07-27, 3年前)
ARB Protocol的最高价格是多少?
ARB 的历史最高价(ATH)折合 CNY 为¥0.1874,录得时间为2022-07-27。与ARB Protocol历史最高价相比,当前ARB Protocol价格跌幅为99.88%。
ARB Protocol的最低价格是多少?
ARB 的历史最低价(ATL)折合 CNY 为¥0.{4}9855,录得时间为2025-04-07。与ARB Protocol历史最低价相比,当前ARB Protocol价格涨幅为125.82%。
ARB Protocol价格预测
什么时候是购买 ARB 的好时机?我现在应该买入还是卖出 ARB?
在决定买入还是卖出 ARB 时,您必须首先考虑自己的交易策略。长期交易者和短期交易者的交易活动也会有所不同。Bitget ARB 技术分析 可以为您提供交易参考。
根据 ARB 4小时技术分析,交易信号为 强力买入。
根据 ARB 1日技术分析,交易信号为 买入。
根据 ARB 1周技术分析,交易信号为 卖出。
ARB 在2026的价格是多少?
根据ARB的历史价格表现预测模型,预计ARB的价格将在2026达到¥0.0002827。
ARB 在2031的价格是多少?
预计2031年ARB价格涨跌为+32.00%。到2031年底,预计ARB价格将达到 ¥0.0005698,累计投资回报率为+161.41%。
热门活动
全球ARB Protocol价格
当前ARB Protocol用其他货币计价是多少?最近更新时间:2025-08-11 09:58:38(UTC+0)
ARB 兑换 ARS
Argentine Peso
ARS$0.04ARB 兑换 CNYChinese Yuan
¥0ARB 兑换 RUBRussian Ruble
₽0ARB 兑换 USDUnited States Dollar
$0ARB 兑换 EUREuro
€0ARB 兑换 CADCanadian Dollar
C$0ARB 兑换 PKRPakistani Rupee
₨0.01ARB 兑换 SARSaudi Riyal
ر.س0ARB 兑换 INRIndian Rupee
₹0ARB 兑换 JPYJapanese Yen
¥0ARB 兑换 GBPBritish Pound Sterling
£0ARB 兑换 BRLBrazilian Real
R$0常见问题
ARB Protocol 现价多少?
ARB Protocol 的实时价格为 ¥0(ARB/CNY),当前市值为 ¥0 CNY。由于加密货币市场全天候无间断交易,ARB Protocol 的价格经常波动。您可以在 Bitget 上查看 ARB Protocol 的市场价格及其历史数据。
ARB Protocol 的24小时成交量是多少?
过去24小时,ARB Protocol 的成交量是 ¥0.00。
ARB Protocol 的最高价是多少?
ARB Protocol 的最高价是 ¥0.1874。这个最高价是指 ARB Protocol 上市以来的最高价格。
Bitget 上能买 ARB Protocol 吗?
可以。ARB Protocol 已经在 Bitget 中心化交易所上架。更多信息请查阅我们实用的 如何购买 arb-protocol 指南。
我可以通过投资 ARB Protocol 获得稳定的收入吗?
当然,Bitget 推出了一个机器人交易平台,其提供智能交易机器人,可以自动执行您的交易,帮您赚取收益。
我在哪里能以最低的费用购买 ARB Protocol?
Bitget 提供行业领先的交易费用和市场深度,以确保交易者能够从投资中获利。您可通过 Bitget 交易所交易。
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在哪里可以购买加密货币?
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1. 登录您的 Bitget 账户。
2. 如果您是 Bitget 的新用户,请观看我们的教程,了解如何创建账户。
3. 将鼠标移动到您的个人头像上,点击【未认证】,然后点击【认证】。
4. 选择您签发的国家或地区和证件类型,然后根据指示进行操作。
5. 根据您的偏好,选择“手机认证”或“电脑认证”。
6. 填写您的详细信息,提交身份证复印件,并拍摄一张自拍照。
7. 提交申请后,身份认证就完成了!
加密货币投资,包括通过 Bitget 在线购买 ARB Protocol,都存在市场风险。Bitget 为您提供简单方便的 ARB Protocol 购买方式,我们尽最大努力让我们的用户充分了解我们在交易所提供的每一种加密货币。但是,我们不对您的 ARB Protocol 购买可能产生的结果负责。此页面和本网站包含的任何信息均不代表对任何特定加密货币的认可,任何价格数据均采集自公开互联网,不被视为来自Bitget的买卖要约。
ARB/CNY 价格计算器
ARB
CNY
1 ARB = 0.0002226 CNY,当前 1 ARB Protocol(ARB)兑换 CNY 的价格为 0.0002226。汇率实时更新,仅供参考。
在所有主流交易平台中,Bitget 提供最低的交易手续费。VIP 级别越高,费率越优惠。
ARB资料
Bitget 观点

MlionAI
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7:00-12:00 关注焦点:PayPay、美股IPO、BNB巨额购入、代币解锁、劳工统计局改革信号
1️⃣ 软银旗下 PayPay 计划赴美IPO,预计募资超 20 亿美元。
2️⃣ 万斯呼吁马斯克在中期选举前重返 MAGA 阵营。
3️⃣ 高盛 重申美国不会对黄金加征关税,并维持原有价格预期。
4️⃣ 业内观点:若推出 韩元稳定币,需配套短期国债配置与制度完善。
5️⃣ 本周代币解锁预警:APT、ARB、AVAX 等将迎来大额解锁。
6️⃣ 特朗普政府拟任命资深批评人士执掌 劳工统计局,或释放改革信号。
7️⃣ 韩国金融委认定境外交易所 KCEX、QXALX 涉嫌非法经营,已移交调查。
ARB-1.41%
APT+0.12%

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午间快讯 | 8月11日重要动态速览
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1️⃣ 软银旗下 PayPay 计划赴美IPO,预计募资超 20 亿美元。
2️⃣ 万斯呼吁马斯克在中期选举前重返 MAGA 阵营。
3️⃣ 高盛 重申美国不会对黄金加征关税,并维持原有价格预期。
4️⃣ 上市公司 BNC 重磅出手,斥资约 1.6 亿美元买入 20 万枚 BNB。
5️⃣ 业内观点:若推出 韩元稳定币,需配套短期国债配置与制度完善。
6️⃣ 本周代币解锁预警:APT、ARB、AVAX 等将迎来大额解锁。
7️⃣ 特朗普政府拟任命资深批评人士执掌 劳工统计局,或释放改革信号。
ARB-1.41%
APT+0.12%

唐僧说币
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L2狂欢抽干8亿血!$ETH 成提款机,巨鲸18.5万枚核弹今夜引爆?
兄弟们,我是唐僧!ETH现在就是高空走钢丝——巨鲸握着平衡杆,技术面刮妖风,一步踩错万丈深渊! 结合凌晨链上炸弹和日线危局,三分钟说透今日生死门!
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我是唐僧,顶级技术支持,只服务有格局有野心的人!
$BTC $SOL
BTC+1.68%
ARB-1.41%

BGUSER-NXB07P6L
1天前
2
这是把在线自适应(自动寻找最优开/平仓阈值)完整合并后的单文件脚本。直接保存为 okx_bitget_arb_adaptive.py 运行即可(先小仓或先用 DRY_RUN=True 验证)。
你要把 6 个占位符密钥换成你自己的(我保留了硬编码位点,便于你直接填)。
# -*- coding: utf-8 -*- """ OKX ↔ Bitget 永续套利(在线自适应阈值) - 实时订阅标记价/最新价 - 价差接近零时锁价开仓;达到阈值平仓 - 持续记录价差CSV;每隔固定时间用最近窗口做网格搜索,动态更新开/平仓阈值 - 参数抑制抖动:单次更新限制步长 """ import os, hmac, base64, hashlib, json, time, asyncio, datetime as dt import csv, math, statistics, pathlib import requests, websockets from collections import deque ######################## # ==== 配置:硬编码密钥(在本地替换占位符) ==== # ######################## OKX_API_KEY = "REPLACE_WITH_YOUR_OKX_API_KEY" OKX_API_SECRET = "REPLACE_WITH_YOUR_OKX_API_SECRET" OKX_API_PASSPHRASE = "REPLACE_WITH_YOUR_OKX_PASSPHRASE" BG_API_KEY = "REPLACE_WITH_YOUR_BITGET_API_KEY" BG_API_SECRET = "REPLACE_WITH_YOUR_BITGET_API_SECRET" BG_PASSPHRASE = "REPLACE_WITH_YOUR_BITGET_PASSPHRASE" ######################## # ==== 交易/策略参数 ==== # ######################## # 标的 OKX_INST_ID = "BTC-USDT-SWAP" # OKX 永续 BG_SYMBOL = "BTCUSDT" # Bitget USDT本位永续 BG_PRODUCT = "USDT-FUTURES" # Bitget 产品线 # 初始阈值(会被在线优化动态更新) OPEN_EQUALITY_USD = 2.0 # |价差| <= 2 开仓锁价 CLOSE_SPREAD_USD = 18.0 # |价差| >= 18 平仓 USE_MARK_PRICE = True # True=标记价;False=最新成交价 # 手数/张数(先小量测试) OKX_SZ = "10" BG_SIZE = "10" # 开仓方向(默认 OKX 多 / Bitget 空;可改) OPEN_OKX_SIDE = "buy" # buy/sell OPEN_BG_SIDE = "sell" # buy/sell OKX_TD_MODE = "cross" # cross/isolated OKX_POS_SIDE = "long" if OPEN_OKX_SIDE=="buy" else "short" BG_MARGIN_COIN = "USDT" # REST & WS OKX_BASE = "https://www.okx.com" BG_BASE = "https://api.bitget.com" OKX_WS_PUBLIC = "wss://ws.okx.com:8443/ws/v5/public" BG_WS_PUBLIC = "wss://ws.bitget.com/v2/ws/public" # 运行控制 DRY_RUN = True # True=只打印不下单;False=真下单(建议先True验证) REQUEST_TIMEOUT = 10 WS_RETRY_DELAY = 2 ######################## # ==== 在线自适应配置 ==== # ######################## CSV_LOG_PATH = "spread_log.csv" # 价差日志 FEE_USD_PER_SIDE = 2.0 # 单边总成本估计(手续费+滑点+资金费摊销),自行校准 SLIPPAGE_USD = 0.5 # 触发时额外滑点预算(用于回测) USE_SHARPE = False # 目标函数:False=最大化总收益;True=最大化夏普 ANNUALIZATION_K = 365.0 # 夏普年化基数(按日收益) ROLLING_HOURS = 24 # 在线优化窗口(过去N小时数据) OPT_INTERVAL_MIN = 10 # 每隔N分钟重优化 MAX_STEP_USD = 2.0 # 单次参数最大更新步长,抑制抖动 # 网格搜索范围(可按你的风格扩大/缩窄) OPEN_GRID = [round(x * 0.5, 2) for x in range(1, 11)] # 0.5,1.0,...,5.0 CLOSE_GRID = list(range(8, 41, 2)) # 8,10,...,40 # 内存滚动缓存(减少IO) ROLLING_CACHE_MAX = 200000 rolling_buf = deque(maxlen=ROLLING_CACHE_MAX) last_opt_ts = 0 # 上次优化时间(epoch秒) ######################## # ==== 工具函数 ==== # ######################## def iso_ts_ms_str(): return str(int(time.time() * 1000)) def okx_headers(method, path, body): ts = dt.datetime.utcnow().isoformat(timespec="milliseconds") + "Z" prehash = f"{ts}{method.upper()}{path}{body}" sign = base64.b64encode(hmac.new(OKX_API_SECRET.encode(), prehash.encode(), hashlib.sha256).digest()).decode() return { "OK-ACCESS-KEY": OKX_API_KEY, "OK-ACCESS-SIGN": sign, "OK-ACCESS-TIMESTAMP": ts, "OK-ACCESS-PASSPHRASE": OKX_API_PASSPHRASE, "Content-Type": "application/json" } def bg_sign(ts_ms:str, method:str, path:str, body:str, secret:str)->str: msg = f"{ts_ms}{method.upper()}{path}{body}".encode() sign = hmac.new(secret.encode(), msg, hashlib.sha256).digest() return base64.b64encode(sign).decode() def bg_headers(method, path, body): ts = iso_ts_ms_str() sign = bg_sign(ts, method, path, body, BG_API_SECRET) return { "ACCESS-KEY": BG_API_KEY, "ACCESS-SIGN": sign, "ACCESS-PASSPHRASE": BG_PASSPHRASE, "ACCESS-TIMESTAMP": ts, "Content-Type": "application/json" } ######################## # ==== 下单/平仓(OKX) ==== # ######################## def okx_place_market(instId, tdMode, side, posSide, sz): path = "/api/v5/trade/order" url = OKX_BASE + path body = { "instId": instId, "tdMode": tdMode, "side": side, # buy/sell "posSide": posSide, # long/short(对冲) "ordType": "market", "sz": str(sz) } data = json.dumps(body, separators=(",",":")) if DRY_RUN: print("[DRYRUN][OKX] place", data) return {"dryrun":True, "req":body} r = requests.post(url, headers=okx_headers("POST", path, data), data=data, timeout=REQUEST_TIMEOUT) r.raise_for_status() return r.json() def okx_close_market(instId, tdMode, posSide, sz): side = "sell" if posSide=="long" else "buy" return okx_place_market(instId, tdMode, side, posSide, sz) ######################## # ==== 下单/平仓(Bitget v2) ==== # ######################## def bg_place_market(symbol, productType, marginCoin, side, tradeSide, size): path = "/api/v2/mix/order/place-order" url = BG_BASE + path body = { "symbol": symbol, "productType": productType, # USDT-FUTURES "marginCoin": marginCoin, # USDT "side": side, # buy/sell "tradeSide": tradeSide, # open/close "orderType": "market", "size": str(size), "clientOid": f"arb_{int(time.time()*1000)}" } data = json.dumps(body, separators=(",",":")) if DRY_RUN: print("[DRYRUN][Bitget] place", data) return {"dryrun":True, "req":body} r = requests.post(url, headers=bg_headers("POST", path, data), data=data, timeout=REQUEST_TIMEOUT) r.raise_for_status() return r.json() def bg_open(symbol, productType, marginCoin, side, size): return bg_place_market(symbol, productType, marginCoin, side, "open", size) def bg_close(symbol, productType, marginCoin, side, size): opp_side = "buy" if side=="sell" else "sell" return bg_place_market(symbol, productType, marginCoin, opp_side, "close", size) ######################## # ==== 价格源(WS) ==== # ######################## class PriceFeed: def __init__(self): self.okx_price = None self.bg_price = None def okx_channel(self): if USE_MARK_PRICE: return {"op":"subscribe","args":[{"channel":"mark-price","instId":OKX_INST_ID}]} else: return {"op":"subscribe","args":[{"channel":"tickers","instId":OKX_INST_ID}]} def bg_channel(self): channel = "markPrice" if USE_MARK_PRICE else "ticker" return {"op":"subscribe","args":[{"instType":"USDT-FUTURES","channel":channel,"instId":BG_SYMBOL}]} async def okx_loop(self): while True: try: async with websockets.connect(OKX_WS_PUBLIC, ping_interval=20) as ws: await ws.send(json.dumps(self.okx_channel())) async for msg in ws: data = json.loads(msg) if data.get("event")=="subscribe": print("[OKX] subscribed") elif "data" in data: d = data["data"][0] self.okx_price = float(d["markPx"] if USE_MARK_PRICE else d["last"]) except Exception as e: print("[OKX WS] error:", e) await asyncio.sleep(WS_RETRY_DELAY) async def bg_loop(self): while True: try: async with websockets.connect(BG_WS_PUBLIC, ping_interval=20) as ws: await ws.send(json.dumps(self.bg_channel())) async for msg in ws: data = json.loads(msg) if data.get("event")=="subscribe": print("[Bitget] subscribed") elif "arg" in data and "data" in data: d = data["data"][0] if USE_MARK_PRICE: self.bg_price = float(d.get("markPrice") or d.get("price")) else: self.bg_price = float(d.get("last") or d.get("price")) except Exception as e: print("[Bitget WS] error:", e) await asyncio.sleep(WS_RETRY_DELAY) ######################## # ==== 价差日志 & 回测优化 ==== # ######################## def ensure_csv_header(path: str): p = pathlib.Path(path) if not p.exists(): with open(path, "w", newline="") as f: w = csv.writer(f) w.writerow(["ts_ms","okx","bg","spread"]) def log_spread(ts_ms: int, okx: float, bg: float): ensure_csv_header(CSV_LOG_PATH) with open(CSV_LOG_PATH, "a", newline="") as f: csv.writer(f).writerow([ts_ms, f"{okx:.4f}", f"{bg:.4f}", f"{okx-bg:.4f}"]) rolling_buf.append((ts_ms, okx, bg, okx - bg)) def load_recent_spreads(hours: int): now_ms = int(time.time() * 1000) cutoff = now_ms - hours * 3600 * 1000 data = [row for row in rolling_buf if row[0] >= cutoff] if data: return data try: out = [] with open(CSV_LOG_PATH, "r") as f: r = csv.DictReader(f) for row in r: ts = int(row["ts_ms"]) if ts >= cutoff: okx = float(row["okx"]); bg = float(row["bg"]) sp = float(row["spread"]) out.append((ts, okx, bg, sp)) return out except FileNotFoundError: return [] def simulate_pnl(spreads, open_eq: float, close_sp: float, fee_per_side: float = FEE_USD_PER_SIDE, slip: float = SLIPPAGE_USD): """历史spread回测:锁价开→阈值平。返回(总收益, 日收益序列)""" pos = False entry = None pnl = 0.0 day_pnl = {} for ts, _, _, sp in spreads: day = dt.datetime.utcfromtimestamp(ts/1000).date().isoformat() if not pos: if abs(sp) <= open_eq: pos = True entry = sp pnl -= (fee_per_side*2) # 同时两边开仓 pnl -= slip else: if abs(sp) >= close_sp: pnl += (abs(sp) - abs(entry)) pnl -= (fee_per_side*2) # 两边平仓 pnl -= slip pos = False entry = None day_pnl.setdefault(day, 0.0) day_pnl[day] = pnl # 累计→日度增量 days = sorted(day_pnl.keys()) daily = [] prev = 0.0 for d in days: daily.append(day_pnl[d]-prev) prev = day_pnl[d] return pnl, daily def score_pnl(total_pnl: float, daily_pnls): if not USE_SHARPE: return total_pnl if len(daily_pnls) < 2: return -1e9 mu = statistics.mean(daily_pnls) sd = statistics.pstdev(daily_pnls) or 1e-9 return (mu / sd) * math.sqrt(ANNUALIZATION_K) def grid_search_opt(spreads): """返回(best_open, best_close, best_score, best_total_pnl)""" best = (None, None, -1e18, 0.0) for o in OPEN_GRID: for c in CLOSE_GRID: if c <= o + 2.0: # 开/平阈值至少拉开2美元,避免抖动 continue total, daily = simulate_pnl(spreads, o, c) s = score_pnl(total, daily) if s > best[2]: best = (o, c, s, total) return best def clamp_step(current: float, target: float, step: float): if current is None: return target if target > current: return min(target, current + step) if target < current: return max(target, current - step) return current def maybe_reoptimize(state): """定期基于最近窗口重算阈值;仅在空仓时更新""" global OPEN_EQUALITY_USD, CLOSE_SPREAD_USD, last_opt_ts if state.has_position: return now = time.time() if now - last_opt_ts < OPT_INTERVAL_MIN * 60: return spreads = load_recent_spreads(ROLLING_HOURS) if len(spreads) < 500: # 数据太少不优化 return o, c, s, total = grid_search_opt(spreads) if o is None: return new_open = clamp_step(OPEN_EQUALITY_USD, o, MAX_STEP_USD) new_close = clamp_step(CLOSE_SPREAD_USD, c, MAX_STEP_USD) print(f"\n[OPT] {ROLLING_HOURS}h best_open={o:.2f}, best_close={c:.2f}, " f"score={s:.4f}, backtest_total={total:.2f} -> APPLY open={new_open:.2f}, close={new_close:.2f}") OPEN_EQUALITY_USD = round(new_open, 2) CLOSE_SPREAD_USD = round(new_close, 2) last_opt_ts = now ######################## # ==== 策略执行 ==== # ######################## class ArbState: def __init__(self): self.has_position = False self.entry_spread = None self.okx_side_open = OPEN_OKX_SIDE self.bg_side_open = OPEN_BG_SIDE async def main(): feed = PriceFeed() state = ArbState() tasks = [asyncio.create_task(feed.okx_loop()), asyncio.create_task(feed.bg_loop())] try: print(f"[INIT] USE_MARK_PRICE={USE_MARK_PRICE} | DRY_RUN={DRY_RUN}") print(f"[INIT] INIT OPEN_EQUALITY_USD={OPEN_EQUALITY_USD} | CLOSE_SPREAD_USD={CLOSE_SPREAD_USD}") while True: await asyncio.sleep(0.2) if feed.okx_price is None or feed.bg_price is None: continue spread = feed.okx_price - feed.bg_price # OKX - Bitget now = dt.datetime.now().strftime("%H:%M:%S") print(f"{now} P_okx={feed.okx_price:.2f} P_bg={feed.bg_price:.2f} " f"spread={spread:.2f} | open={OPEN_EQUALITY_USD:.2f} close={CLOSE_SPREAD_USD:.2f}", end="\r") # 记录价差(供回测优化) ts_ms = int(time.time()*1000) log_spread(ts_ms, feed.okx_price, feed.bg_price) # 无持仓 → 锁价开仓 if not state.has_position and abs(spread) <= OPEN_EQUALITY_USD: print(f"\n[OPEN] |spread|<=OPEN({OPEN_EQUALITY_USD:.2f}),尝试锁价开仓 spread={spread:.2f}") try: okx_res = okx_place_market(OKX_INST_ID, OKX_TD_MODE, state.okx_side_open, OKX_POS_SIDE, OKX_SZ) bg_res = bg_open(BG_SYMBOL, BG_PRODUCT, BG_MARGIN_COIN, state.bg_side_open, BG_SIZE) print("[OKX OPEN RES]", okx_res) print("[BG OPEN RES]", bg_res) state.has_position = True state.entry_spread = spread except Exception as e: print("[OPEN ERROR]", e) # 有持仓 → 触发平仓 if state.has_position and abs(spread) >= CLOSE_SPREAD_USD: print(f"\n[CLOSE] |spread|>=CLOSE({CLOSE_SPREAD_USD:.2f}),同时平仓 spread={spread:.2f}") try: okx_res = okx_close_market(OKX_INST_ID, OKX_TD_MODE, OKX_POS_SIDE, OKX_SZ) bg_res = bg_close(BG_SYMBOL, BG_PRODUCT, BG_MARGIN_COIN, state.bg_side_open, BG_SIZE) print("[OKX CLOSE RES]", okx_res) print("[BG CLOSE RES]", bg_res) pnl = (abs(spread) - abs(state.entry_spread or 0.0)) print(f"[PNL est] Δ|spread| ≈ {pnl:.2f} USD(未含费率/资金费/滑点)") state.has_position = False state.entry_spread = None except Exception as e: print("[CLOSE ERROR]", e) # 空仓时尝试在线重优化阈值 maybe_reoptimize(state) finally: for t in tasks: t.cancel() if __name__ == "__main__": asyncio.run(main())
运行提示
pip install websockets requests(无第三方也能跑;可选 python-dotenv 已不需要)。
先 DRY_RUN=True 跑通数据和下单请求格式;再改 False 小仓验证。
想要更激进/保守,调整 OPEN_GRID/CLOSE_GRID 搜索范围、FEE_USD_PER_SIDE 成本估计、ROLLING_HOURS/OPT_INTERVAL_MIN 优化频率。
要不要我再给一个**“σ倍数阈值(OPEN=k1·σ,CLOSE=k2·σ)”的自适应版本,或把双向套利(当 OKX 更贵时自动反向)也一并集成进去?你更偏好哪一种优化目标:最大收益还是夏普比率**?
BTC+1.68%
ARB-1.41%

BGUSER-NXB07P6L
1天前
1
# -*- coding: utf-8 -*-
import hmac, base64, hashlib, json, time, asyncio, datetime as dt
import requests, websockets
########################
# ==== 配置:硬编码密钥(在本地替换占位符) ==== #
########################
OKX_API_KEY = "REPLACE_WITH_YOUR_OKX_API_KEY"
OKX_API_SECRET = "REPLACE_WITH_YOUR_OKX_API_SECRET"
OKX_API_PASSPHRASE = "REPLACE_WITH_YOUR_OKX_API_PASSPHRASE"
BG_API_KEY = "REPLACE_WITH_YOUR_BITGET_API_KEY"
BG_API_SECRET = "REPLACE_WITH_YOUR_BITGET_API_SECRET"
BG_PASSPHRASE = "REPLACE_WITH_YOUR_BITGET_PASSPHRASE"
########################
# ==== 交易/策略参数 ==== #
########################
# 标的
OKX_INST_ID = "BTC-USDT-SWAP" # OKX 永续
BG_SYMBOL = "BTCUSDT" # Bitget USDT本位永续
BG_PRODUCT = "USDT-FUTURES" # Bitget 产品线
# 阈值
OPEN_EQUALITY_USD = 2.0 # |价差| <= 2 开仓锁价
CLOSE_SPREAD_USD = 18.0 # |价差| >= 18 平仓
USE_MARK_PRICE = True # True=标记价;False=最新成交价
# 手数/张数(先小量测试)
OKX_SZ = "10"
BG_SIZE = "10"
# 开仓方向(默认 OKX 多 / Bitget 空;可改)
OPEN_OKX_SIDE = "buy" # buy/sell
OPEN_BG_SIDE = "sell" # buy/sell
OKX_TD_MODE = "cross" # cross/isolated
OKX_POS_SIDE = "long" if OPEN_OKX_SIDE=="buy" else "short"
BG_MARGIN_COIN = "USDT"
# REST & WS
OKX_BASE = "https://www.okx.com"
BG_BASE = "https://api.bitget.com"
OKX_WS_PUBLIC = "wss://ws.okx.com:8443/ws/v5/public"
BG_WS_PUBLIC = "wss://ws.bitget.com/v2/ws/public"
# 运行控制
DRY_RUN = False # False=真下单(先小仓验证)
REQUEST_TIMEOUT = 10
WS_RETRY_DELAY = 2
########################
# ==== 工具函数 ==== #
########################
def iso_ts_ms_str():
return str(int(time.time() * 1000))
def okx_headers(method, path, body):
ts = dt.datetime.utcnow().isoformat(timespec="milliseconds") + "Z"
prehash = f"{ts}{method.upper()}{path}{body}"
sign = base64.b64encode(hmac.new(OKX_API_SECRET.encode(), prehash.encode(), hashlib.sha256).digest()).decode()
return {
"OK-ACCESS-KEY": OKX_API_KEY,
"OK-ACCESS-SIGN": sign,
"OK-ACCESS-TIMESTAMP": ts,
"OK-ACCESS-PASSPHRASE": OKX_API_PASSPHRASE,
"Content-Type": "application/json"
}
def bg_sign(ts_ms:str, method:str, path:str, body:str, secret:str)->str:
msg = f"{ts_ms}{method.upper()}{path}{body}".encode()
sign = hmac.new(secret.encode(), msg, hashlib.sha256).digest()
return base64.b64encode(sign).decode()
def bg_headers(method, path, body):
ts = iso_ts_ms_str()
sign = bg_sign(ts, method, path, body, BG_API_SECRET)
return {
"ACCESS-KEY": BG_API_KEY,
"ACCESS-SIGN": sign,
"ACCESS-PASSPHRASE": BG_PASSPHRASE,
"ACCESS-TIMESTAMP": ts,
"Content-Type": "application/json"
}
########################
# ==== 下单/平仓(OKX) ==== #
########################
def okx_place_market(instId, tdMode, side, posSide, sz):
path = "/api/v5/trade/order"
url = OKX_BASE + path
body = {
"instId": instId,
"tdMode": tdMode,
"side": side, # buy/sell
"posSide": posSide, # long/short(对冲)
"ordType": "market",
"sz": str(sz)
}
data = json.dumps(body, separators=(",",":"))
if DRY_RUN:
print("[DRYRUN][OKX] place", data)
return {"dryrun":True, "req":body}
r = requests.post(url, headers=okx_headers("POST", path, data), data=data, timeout=REQUEST_TIMEOUT)
r.raise_for_status()
return r.json()
def okx_close_market(instId, tdMode, posSide, sz):
side = "sell" if posSide=="long" else "buy"
return okx_place_market(instId, tdMode, side, posSide, sz)
########################
# ==== 下单/平仓(Bitget v2) ==== #
########################
def bg_place_market(symbol, productType, marginCoin, side, tradeSide, size):
path = "/api/v2/mix/order/place-order"
url = BG_BASE + path
body = {
"symbol": symbol,
"productType": productType, # USDT-FUTURES
"marginCoin": marginCoin, # USDT
"side": side, # buy/sell
"tradeSide": tradeSide, # open/close
"orderType": "market",
"size": str(size),
"clientOid": f"arb_{int(time.time()*1000)}"
}
data = json.dumps(body, separators=(",",":"))
if DRY_RUN:
print("[DRYRUN][Bitget] place", data)
return {"dryrun":True, "req":body}
r = requests.post(url, headers=bg_headers("POST", path, data), data=data, timeout=REQUEST_TIMEOUT)
r.raise_for_status()
return r.json()
def bg_open(symbol, productType, marginCoin, side, size):
return bg_place_market(symbol, productType, marginCoin, side, "open", size)
def bg_close(symbol, productType, marginCoin, side, size):
opp_side = "buy" if side=="sell" else "sell"
return bg_place_market(symbol, productType, marginCoin, opp_side, "close", size)
########################
# ==== 价格源(WS) ==== #
########################
class PriceFeed:
def __init__(self):
self.okx_price = None
self.bg_price = None
def okx_channel(self):
if USE_MARK_PRICE:
return {"op":"subscribe","args":[{"channel":"mark-price","instId":OKX_INST_ID}]}
else:
return {"op":"subscribe","args":[{"channel":"tickers","instId":OKX_INST_ID}]}
def bg_channel(self):
channel = "markPrice" if USE_MARK_PRICE else "ticker"
return {"op":"subscribe","args":[{"instType":"USDT-FUTURES","channel":channel,"instId":BG_SYMBOL}]}
async def okx_loop(self):
while True:
try:
async with websockets.connect(OKX_WS_PUBLIC, ping_interval=20) as ws:
await ws.send(json.dumps(self.okx_channel()))
async for msg in ws:
data = json.loads(msg)
if data.get("event")=="subscribe":
print("[OKX] subscribed")
elif "data" in data:
d = data["data"][0]
self.okx_price = float(d["markPx"] if USE_MARK_PRICE else d["last"])
except Exception as e:
print("[OKX WS] error:", e)
await asyncio.sleep(WS_RETRY_DELAY)
async def bg_loop(self):
while True:
try:
async with websockets.connect(BG_WS_PUBLIC, ping_interval=20) as ws:
await ws.send(json.dumps(self.bg_channel()))
async for msg in ws:
data = json.loads(msg)
if data.get("event")=="subscribe":
print("[Bitget] subscribed")
elif "arg" in data and "data" in data:
d = data["data"][0]
if USE_MARK_PRICE:
self.bg_price = float(d.get("markPrice") or d.get("price"))
else:
self.bg_price = float(d.get("last") or d.get("price"))
except Exception as e:
print("[Bitget WS] error:", e)
await asyncio.sleep(WS_RETRY_DELAY)
########################
# ==== 策略执行 ==== #
########################
class ArbState:
def __init__(self):
self.has_position = False
self.entry_spread = None
self.okx_side_open = OPEN_OKX_SIDE
self.bg_side_open = OPEN_BG_SIDE
async def main():
feed = PriceFeed()
state = ArbState()
tasks = [asyncio.create_task(feed.okx_loop()),
asyncio.create_task(feed.bg_loop())]
try:
while True:
await asyncio.sleep(0.2)
if feed.okx_price is None or feed.bg_price is None:
continue
spread = feed.okx_price - feed.bg_price # OKX - Bitget
now = dt.datetime.now().strftime("%H:%M:%S")
print(f"{now} P_okx={feed.okx_price:.2f} P_bg={feed.bg_price:.2f} spread={spread:.2f}", end="\r")
# 无持仓 → 锁价开仓
if not state.has_position and abs(spread) <= OPEN_EQUALITY_USD:
print("\n[OPEN] |spread|<=OPEN_EQUALITY_USD,尝试锁价开仓")
try:
okx_res = okx_place_market(OKX_INST_ID, OKX_TD_MODE, state.okx_side_open, OKX_POS_SIDE, OKX_SZ)
bg_res = bg_open(BG_SYMBOL, BG_PRODUCT, BG_MARGIN_COIN, state.bg_side_open, BG_SIZE)
print("[OKX OPEN RES]", okx_res)
print("[BG OPEN RES]", bg_res)
state.has_position = True
state.entry_spread = spread
except Exception as e:
print("[OPEN ERROR]", e)
# 有持仓 → 触发平仓
if state.has_position and abs(spread) >= CLOSE_SPREAD_USD:
print(f"\n[CLOSE] |spread|>=CLOSE_SPREAD_USD,开始同时平仓 | spread={spread:.2f}")
try:
okx_res = okx_close_market(OKX_INST_ID, OKX_TD_MODE, OKX_POS_SIDE, OKX_SZ)
bg_res = bg_close(BG_SYMBOL, BG_PRODUCT, BG_MARGIN_COIN, state.bg_side_open, BG_SIZE)
print("[OKX CLOSE RES]", okx_res)
print("[BG CLOSE RES]", bg_res)
pnl = (spread - (state.entry_spread or 0.0))
print(f"[PNL est] Δspread = {pnl:.2f} USD(未含费率/资金费/滑点)")
state.has_position = False
state.entry_spread = None
except Exception as e:
print("[CLOSE ERROR]", e)
finally:
for t in tasks:
t.cancel()
if __name__ == "__main__":
asyncio.run(main())
BTC+1.68%
ARB-1.41%
Bitget 平台新上线币种的价格
