René's URL Explorer Experiment

{"@context":"https://schema.org","@type":"DiscussionForumPosting","headline":"get daily k line data is wrong","articleBody":"from massive import RESTClient\nfrom datetime import datetime, timezone, timedelta\n\n# 1. 初始化客户端\nclient = RESTClient(\"xxxxxxxx\")\n\n# 2. 获取数据\naggs = []\nfor a in client.list_aggs(\n    \"NVDA\",\n    1,\n    \"day\",\n    \"2026-02-13\",\n    \"2026-03-14\",\n    limit=50000,\n):\n    aggs.append(a)\n\n# 3. 打印每一条详细数据\nprint(f\"共获取到 {len(aggs)} 条 NVDA 1分钟K线数据 (日期: 2026-03-12)\")\nprint(\"=\" * 80)\n\nif len(aggs) \u003e 0:\n    for i, agg in enumerate(aggs):\n        # 将时间戳（毫秒）转换为可读的日期时间格式\n        # 1. 将时间戳转换为感知型datetime对象 (UTC时区)\n        dt_utc = datetime.fromtimestamp(agg.timestamp / 1000, tz=timezone.utc)\n        \n        # 2. 转换为北京时间 (UTC+8)\n        beijing_tz = timezone(timedelta(hours=8))\n        dt_beijing = dt_utc.astimezone(beijing_tz)\n        \n        # 3. 格式化输出\n        beijing_str = dt_beijing.strftime('%Y-%m-%d %H:%M:%S')\n        utc_str = dt_utc.strftime('%Y-%m-%d %H:%M:%S')\n        \n        print(f\"第 {i+1:3d} 条数据 | UTC时间: {utc_str} | 北京时间: {beijing_str}\")\n        \n        print(f\"  - 开盘价 (open): {agg.open}\")\n        print(f\"  - 最高价 (high): {agg.high}\")\n        print(f\"  - 最低价 (low): {agg.low}\")\n        print(f\"  - 收盘价 (close): {agg.close}\")\n        print(f\"  - 成交量 (volume): {agg.volume}\")\n        print(f\"  - 成交量加权平均价 (vwap): {agg.vwap}\")\n        print(f\"  - 聚合窗口内交易笔数 (transactions): {agg.transactions}\")\n        print(f\"  - 是否为场外交易 (otc): {agg.otc}\")\n        print(f\"  - 原始时间戳 (timestamp, 毫秒): {agg.timestamp}\")\n        print(\"-\" * 80)\nelse:\n    print(\"未获取到任何数据。\")\n\n\n第   1 条数据 | UTC时间: 2026-02-13 05:00:00 | 北京时间: 2026-02-13 13:00:00\n  - 开盘价 (open): 187.475\n  - 最高价 (high): 187.5\n  - 最低价 (low): 181.59\n  - 收盘价 (close): 182.81\n  - 成交量 (volume): 161888021.0\n  - 成交量加权平均价 (vwap): 183.6369\n  - 聚合窗口内交易笔数 (transactions): 2577092\n  - 是否为场外交易 (otc): None\n  - 原始时间戳 (timestamp, 毫秒): 1770958800000\n--------------------------------------------------------------------------------\n第   2 条数据 | UTC时间: 2026-02-17 05:00:00 | 北京时间: 2026-02-17 13:00:00\n  - 开盘价 (open): 181.75\n  - 最高价 (high): 187.15\n  - 最低价 (low): 179.18\n  - 收盘价 (close): 184.97\n  - 成交量 (volume): 162276860.0\n  - 成交量加权平均价 (vwap): 183.6291\n  - 聚合窗口内交易笔数 (transactions): 2506157\n  - 是否为场外交易 (otc): None\n  - 原始时间戳 (timestamp, 毫秒): 1771304400000\n--------------------------------------------------------------------------------\n第   3 条数据 | UTC时间: 2026-02-18 05:00:00 | 北京时间: 2026-02-18 13:00:00\n  - 开盘价 (open): 188.75\n  - 最高价 (high): 190.37\n  - 最低价 (low): 186.76\n  - 收盘价 (close): 187.98\n  - 成交量 (volume): 164749125.0\n  - 成交量加权平均价 (vwap): 188.5845\n  - 聚合窗口内交易笔数 (transactions): 2195118\n  - 是否为场外交易 (otc): None\n  - 原始时间戳 (timestamp, 毫秒): 1771390800000\n--------------------------------------------------------------------------------\n第   4 条数据 | UTC时间: 2026-02-19 05:00:00 | 北京时间: 2026-02-19 13:00:00\n  - 开盘价 (open): 187.055\n  - 最高价 (high): 188.43\n  - 最低价 (low): 185.66\n  - 收盘价 (close): 187.9\n  - 成交量 (volume): 126554526.0\n  - 成交量加权平均价 (vwap): 187.1171\n  - 聚合窗口内交易笔数 (transactions): 1894648\n  - 是否为场外交易 (otc): None\n  - 原始时间戳 (timestamp, 毫秒): 1771477200000\n--------------------------------------------------------------------------------\n第   5 条数据 | UTC时间: 2026-02-20 05:00:00 | 北京时间: 2026-02-20 13:00:00\n  - 开盘价 (open): 186.57\n  - 最高价 (high): 190.33\n  - 最低价 (low): 185.9378\n  - 收盘价 (close): 189.82\n  - 成交量 (volume): 178422337.0\n  - 成交量加权平均价 (vwap): 188.9062\n  - 聚合窗口内交易笔数 (transactions): 2393963\n  - 是否为场外交易 (otc): None\n  - 原始时间戳 (timestamp, 毫秒): 1771563600000\n--------------------------------------------------------------------------------\n第   6 条数据 | UTC时间: 2026-02-23 05:00:00 | 北京时间: 2026-02-23 13:00:00\n  - 开盘价 (open): 191.4\n  - 最高价 (high): 193.95\n  - 最低价 (low): 189.575\n  - 收盘价 (close): 191.55\n  - 成交量 (volume): 171584839.114167\n  - 成交量加权平均价 (vwap): 191.3441\n  - 聚合窗口内交易笔数 (transactions): 2548773\n  - 是否为场外交易 (otc): None\n  - 原始时间戳 (timestamp, 毫秒): 1771822800000\n--------------------------------------------------------------------------------\n第   7 条数据 | UTC时间: 2026-02-24 05:00:00 | 北京时间: 2026-02-24 13:00:00\n  - 开盘价 (open): 191.49\n  - 最高价 (high): 193.77\n  - 最低价 (low): 187.4\n  - 收盘价 (close): 192.85\n  - 成交量 (volume): 175123602.610203\n  - 成交量加权平均价 (vwap): 192.054\n  - 聚合窗口内交易笔数 (transactions): 2330529\n  - 是否为场外交易 (otc): None\n  - 原始时间戳 (timestamp, 毫秒): 1771909200000\n--------------------------------------------------------------------------------\n第   8 条数据 | UTC时间: 2026-02-25 05:00:00 | 北京时间: 2026-02-25 13:00:00\n  - 开盘价 (open): 194.45\n  - 最高价 (high): 197.6299\n  - 最低价 (low): 193.79\n  - 收盘价 (close): 195.56\n  - 成交量 (volume): 250637102.653623\n  - 成交量加权平均价 (vwap): 196.701\n  - 聚合窗口内交易笔数 (transactions): 3175611\n  - 是否为场外交易 (otc): None\n  - 原始时间戳 (timestamp, 毫秒): 1771995600000\n--------------------------------------------------------------------------------\n第   9 条数据 | UTC时间: 2026-02-26 05:00:00 | 北京时间: 2026-02-26 13:00:00\n  - 开盘价 (open): 194.27\n  - 最高价 (high): 194.29\n  - 最低价 (low): 184.315\n  - 收盘价 (close): 184.89\n  - 成交量 (volume): 360807907.423002\n  - 成交量加权平均价 (vwap): 187.3002\n  - 聚合窗口内交易笔数 (transactions): 4877577\n  - 是否为场外交易 (otc): None\n  - 原始时间戳 (timestamp, 毫秒): 1772082000000\n--------------------------------------------------------------------------------\n第  10 条数据 | UTC时间: 2026-02-27 05:00:00 | 北京时间: 2026-02-27 13:00:00\n  - 开盘价 (open): 181.25\n  - 最高价 (high): 182.59\n  - 最低价 (low): 176.38\n  - 收盘价 (close): 177.19\n  - 成交量 (volume): 311636494.282879\n  - 成交量加权平均价 (vwap): 179.3188\n  - 聚合窗口内交易笔数 (transactions): 3823737\n  - 是否为场外交易 (otc): None\n  - 原始时间戳 (timestamp, 毫秒): 1772168400000\n--------------------------------------------------------------------------------\n第  11 条数据 | UTC时间: 2026-03-02 05:00:00 | 北京时间: 2026-03-02 13:00:00\n  - 开盘价 (open): 175.01\n  - 最高价 (high): 183.46\n  - 最低价 (low): 174.64\n  - 收盘价 (close): 182.48\n  - 成交量 (volume): 209095331.206143\n  - 成交量加权平均价 (vwap): 181.0113\n  - 聚合窗口内交易笔数 (transactions): 3092782\n  - 是否为场外交易 (otc): None\n  - 原始时间戳 (timestamp, 毫秒): 1772427600000\n--------------------------------------------------------------------------------\n第  12 条数据 | UTC时间: 2026-03-03 05:00:00 | 北京时间: 2026-03-03 13:00:00\n  - 开盘价 (open): 178.49\n  - 最高价 (high): 180.9\n  - 最低价 (low): 176.92\n  - 收盘价 (close): 180.05\n  - 成交量 (volume): 178099430.462249\n  - 成交量加权平均价 (vwap): 179.3645\n  - 聚合窗口内交易笔数 (transactions): 2507082\n  - 是否为场外交易 (otc): None\n  - 原始时间戳 (timestamp, 毫秒): 1772514000000\n--------------------------------------------------------------------------------\n第  13 条数据 | UTC时间: 2026-03-04 05:00:00 | 北京时间: 2026-03-04 13:00:00\n  - 开盘价 (open): 180.44\n  - 最高价 (high): 184.7\n  - 最低价 (low): 180.06\n  - 收盘价 (close): 183.04\n  - 成交量 (volume): 177731198.894989\n  - 成交量加权平均价 (vwap): 182.7363\n  - 聚合窗口内交易笔数 (transactions): 2492262\n  - 是否为场外交易 (otc): None\n  - 原始时间戳 (timestamp, 毫秒): 1772600400000\n--------------------------------------------------------------------------------\n第  14 条数据 | UTC时间: 2026-03-05 05:00:00 | 北京时间: 2026-03-05 13:00:00\n  - 开盘价 (open): 181.17\n  - 最高价 (high): 184.06\n  - 最低价 (low): 177.88\n  - 收盘价 (close): 183.34\n  - 成交量 (volume): 198779729.946372\n  - 成交量加权平均价 (vwap): 181.6192\n  - 聚合窗口内交易笔数 (transactions): 2736321\n  - 是否为场外交易 (otc): None\n  - 原始时间戳 (timestamp, 毫秒): 1772686800000\n--------------------------------------------------------------------------------\n第  15 条数据 | UTC时间: 2026-03-06 05:00:00 | 北京时间: 2026-03-06 13:00:00\n  - 开盘价 (open): 179.84\n  - 最高价 (high): 182.7561\n  - 最低价 (low): 176.8201\n  - 收盘价 (close): 177.82\n  - 成交量 (volume): 189021949.003674\n  - 成交量加权平均价 (vwap): 180.026\n  - 聚合窗口内交易笔数 (transactions): 2564014\n  - 是否为场外交易 (otc): None\n  - 原始时间戳 (timestamp, 毫秒): 1772773200000\n--------------------------------------------------------------------------------\n第  16 条数据 | UTC时间: 2026-03-09 04:00:00 | 北京时间: 2026-03-09 12:00:00\n  - 开盘价 (open): 176.83\n  - 最高价 (high): 182.91\n  - 最低价 (low): 175.56\n  - 收盘价 (close): 182.65\n  - 成交量 (volume): 177213588.107522\n  - 成交量加权平均价 (vwap): 179.7808\n  - 聚合窗口内交易笔数 (transactions): 2666893\n  - 是否为场外交易 (otc): None\n  - 原始时间戳 (timestamp, 毫秒): 1773028800000\n--------------------------------------------------------------------------------\n第  17 条数据 | UTC时间: 2026-03-10 04:00:00 | 北京时间: 2026-03-10 12:00:00\n  - 开盘价 (open): 182.4\n  - 最高价 (high): 186.44\n  - 最低价 (low): 182.01\n  - 收盘价 (close): 184.77\n  - 成交量 (volume): 179118528.888813\n  - 成交量加权平均价 (vwap): 184.6161\n  - 聚合窗口内交易笔数 (transactions): 2418657\n  - 是否为场外交易 (otc): None\n  - 原始时间戳 (timestamp, 毫秒): 1773115200000\n--------------------------------------------------------------------------------\n第  18 条数据 | UTC时间: 2026-03-11 04:00:00 | 北京时间: 2026-03-11 12:00:00\n  - 开盘价 (open): 185.91\n  - 最高价 (high): 187.62\n  - 最低价 (low): 184.45\n  - 收盘价 (close): 186.03\n  - 成交量 (volume): 145280386.177371\n  - 成交量加权平均价 (vwap): 185.8987\n  - 聚合窗口内交易笔数 (transactions): 1996629\n  - 是否为场外交易 (otc): None\n  - 原始时间戳 (timestamp, 毫秒): 1773201600000\n--------------------------------------------------------------------------------\n第  19 条数据 | UTC时间: 2026-03-12 04:00:00 | 北京时间: 2026-03-12 12:00:00\n  - 开盘价 (open): 184.05\n  - 最高价 (high): 184.94\n  - 最低价 (low): 181.75\n  - 收盘价 (close): 183.14\n  - 成交量 (volume): 155762663.354942\n  - 成交量加权平均价 (vwap): 183.3719\n  - 聚合窗口内交易笔数 (transactions): 2142997\n  - 是否为场外交易 (otc): None\n  - 原始时间戳 (timestamp, 毫秒): 1773288000000\n--------------------------------------------------------------------------------\n第  20 条数据 | UTC时间: 2026-03-13 04:00:00 | 北京时间: 2026-03-13 12:00:00\n  - 开盘价 (open): 184.92\n  - 最高价 (high): 186.09\n  - 最低价 (low): 179.94\n  - 收盘价 (close): 180.25\n  - 成交量 (volume): 160988424.757487\n  - 成交量加权平均价 (vwap): 182.0558\n  - 聚合窗口内交易笔数 (transactions): 2224692\n  - 是否为场外交易 (otc): None\n  - 原始时间戳 (timestamp, 毫秒): 1773374400000\n--------------------------------------------------------------------------------\n\n\n\n","author":{"url":"https://github.com/Damin203040","@type":"Person","name":"Damin203040"},"datePublished":"2026-03-15T02:01:00.000Z","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/CommentAction","userInteractionCount":0},"url":"https://github.com/1007/client-python/issues/1007"}