147 lines
4.7 KiB
Plaintext
147 lines
4.7 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 4,
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"id": "initial_id",
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"metadata": {
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"ExecuteTime": {
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"end_time": "2025-04-09T14:57:27.092313Z",
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"start_time": "2025-04-09T14:57:26.124592Z"
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}
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},
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"outputs": [],
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"source": [
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"from operator import index\n",
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"\n",
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"import tushare as ts\n",
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"import pandas as pd\n",
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"import time\n",
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"\n",
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"ts.set_token('3a0741c702ee7e5e5f2bf1f0846bafaafe4e320833240b2a7e4a685f')\n",
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"pro = ts.pro_api()"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"id": "f448da220816bf98",
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"metadata": {
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"ExecuteTime": {
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"end_time": "2025-04-09T14:57:37.680808Z",
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"start_time": "2025-04-09T14:57:27.392846Z"
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}
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"数据已经成功存储到index_data.h5文件中\n"
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]
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}
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],
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"source": [
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"# 定义四个指数\n",
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"index_list = [\n",
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" # '399300.SZ', \n",
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" '000905.SH', \n",
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" '000852.SH', \n",
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" '399006.SZ'\n",
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" ]\n",
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"\n",
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"# 获取并存储数据\n",
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"all_data = []\n",
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"\n",
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"for ts_code in index_list:\n",
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" df = pro.index_daily(ts_code=ts_code) # 可根据需要设置日期\n",
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" df['ts_code'] = ts_code # 添加ts_code列来区分数据\n",
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" # print(df)\n",
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" all_data.append(df)\n",
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"\n",
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"# 合并所有数据\n",
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"final_df = pd.concat(all_data, ignore_index=True)\n",
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"\n",
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"# 存储到H5文件\n",
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"final_df.to_hdf('/mnt/d/PyProject/NewStock/data/index_data.h5', key='index_data', mode='w')\n",
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"\n",
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"print(\"数据已经成功存储到index_data.h5文件中\")"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 6,
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"id": "907f732d3c397bf",
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"metadata": {
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"ExecuteTime": {
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"end_time": "2025-04-09T14:57:37.730922Z",
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"start_time": "2025-04-09T14:57:37.695917Z"
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}
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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" ts_code trade_date close open high low \\\n",
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"0 000905.SH 20250606 5762.0778 5768.3989 5771.7558 5750.6592 \n",
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"1 000905.SH 20250605 5769.9675 5741.0298 5778.0959 5719.5466 \n",
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"2 000905.SH 20250604 5739.0058 5696.5692 5744.4543 5696.5692 \n",
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"3 000905.SH 20250603 5694.8385 5653.6747 5710.4203 5653.2978 \n",
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"4 000905.SH 20250530 5671.0723 5704.7710 5704.7710 5665.5177 \n",
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"... ... ... ... ... ... ... \n",
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"13558 399006.SZ 20100607 1069.4680 1005.0280 1075.2250 1001.7020 \n",
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"13559 399006.SZ 20100604 1027.6810 989.6810 1027.6810 986.5040 \n",
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"13560 399006.SZ 20100603 998.3940 1002.3550 1026.7020 997.7750 \n",
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"13561 399006.SZ 20100602 997.1190 967.6090 997.1190 952.6110 \n",
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"13562 399006.SZ 20100601 973.2330 986.0150 994.7930 948.1180 \n",
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"\n",
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" pre_close change pct_chg vol amount \n",
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"0 5769.9675 -7.8897 -0.1367 1.082177e+08 1.480224e+08 \n",
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"1 5739.0058 30.9617 0.5395 1.252236e+08 1.749701e+08 \n",
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"2 5694.8385 44.1673 0.7756 1.161961e+08 1.503149e+08 \n",
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"3 5671.0723 23.7662 0.4191 1.228539e+08 1.599968e+08 \n",
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"4 5719.9101 -48.8378 -0.8538 1.099007e+08 1.376706e+08 \n",
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"... ... ... ... ... ... \n",
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"13558 1027.6810 41.7870 4.0661 2.655275e+06 9.106095e+06 \n",
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"13559 998.3940 29.2870 2.9334 1.500295e+06 5.269441e+06 \n",
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"13560 997.1190 1.2750 0.1279 1.616805e+06 6.240835e+06 \n",
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"13561 973.2330 23.8860 2.4543 1.074628e+06 4.001206e+06 \n",
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"13562 1000.0000 -26.7670 -2.6767 1.356285e+06 4.924177e+06 \n",
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"\n",
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"[13563 rows x 11 columns]\n"
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]
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}
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],
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"source": [
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"h5_filename = '/mnt/d/PyProject/NewStock/data/index_data.h5'\n",
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"key = '/index_data'\n",
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"with pd.HDFStore(h5_filename, mode='r') as store:\n",
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" df = store[key]\n",
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" print(df)\n"
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "stock",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.13.2"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 5
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}
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