初始化项目

.gitignore

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+### VisualStudioCode template
+.vscode/*
+!.vscode/settings.json
+!.vscode/tasks.json
+!.vscode/launch.json
+!.vscode/extensions.json
+!.vscode/*.code-snippets
+
+# Local History for Visual Studio Code
+.history/
+
+# Built Visual Studio Code Extensions
+*.vsix
+
+### JetBrains template
+# Covers JetBrains IDEs: IntelliJ, RubyMine, PhpStorm, AppCode, PyCharm, CLion, Android Studio, WebStorm and Rider
+# Reference: https://intellij-support.jetbrains.com/hc/en-us/articles/206544839
+
+# User-specific stuff
+.idea/**/workspace.xml
+.idea/**/tasks.xml
+.idea/**/usage.statistics.xml
+.idea/**/dictionaries
+.idea/**/shelf
+
+# AWS User-specific
+.idea/**/aws.xml
+
+# Generated files
+.idea/**/contentModel.xml
+
+# Sensitive or high-churn files
+.idea/**/dataSources/
+.idea/**/dataSources.ids
+.idea/**/dataSources.local.xml
+.idea/**/sqlDataSources.xml
+.idea/**/dynamic.xml
+.idea/**/uiDesigner.xml
+.idea/**/dbnavigator.xml
+
+# Gradle
+.idea/**/gradle.xml
+.idea/**/libraries
+
+# Gradle and Maven with auto-import
+# When using Gradle or Maven with auto-import, you should exclude module files,
+# since they will be recreated, and may cause churn.  Uncomment if using
+# auto-import.
+.idea/artifacts
+.idea/compiler.xml
+.idea/jarRepositories.xml
+.idea/modules.xml
+.idea/*.iml
+.idea/modules
+*.iml
+*.ipr
+
+# CMake
+cmake-build-*/
+
+# Mongo Explorer plugin
+.idea/**/mongoSettings.xml
+
+# File-based project format
+*.iws
+
+# IntelliJ
+out/
+
+# mpeltonen/sbt-idea plugin
+.idea_modules/
+
+# JIRA plugin
+atlassian-ide-plugin.xml
+
+# Cursive Clojure plugin
+.idea/replstate.xml
+
+# SonarLint plugin
+.idea/sonarlint/
+
+# Crashlytics plugin (for Android Studio and IntelliJ)
+com_crashlytics_export_strings.xml
+crashlytics.properties
+crashlytics-build.properties
+fabric.properties
+
+# Editor-based Rest Client
+.idea/httpRequests
+
+# Android studio 3.1+ serialized cache file
+.idea/caches/build_file_checksums.ser
+
+### Python template
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/latest/usage/project/#working-with-version-control
+.pdm.toml
+.pdm-python
+.pdm-build/
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/
+
+# Custom
+temp/
+

.idea/.gitignore

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+# 默认忽略的文件
+/shelf/
+/workspace.xml
+# 基于编辑器的 HTTP 客户端请求
+/httpRequests/
+# Datasource local storage ignored files
+/dataSources/
+/dataSources.local.xml

.idea/inspectionProfiles/profiles_settings.xml

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+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>

.idea/vcs.xml

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+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="$PROJECT_DIR$" vcs="Git" />
+  </component>
+</project>

0_材料准备/1_数据更新.ipynb

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+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "id": "initial_id",
+   "metadata": {
+    "collapsed": true,
+    "ExecuteTime": {
+     "end_time": "2024-12-27T08:11:08.133652Z",
+     "start_time": "2024-12-27T08:11:08.099503Z"
+    }
+   },
+   "source": [
+    "import pymysql\n",
+    "\n",
+    "# db = pymysql.connect(host=\"frp-air.top\", port=43458, user=\"stock\", password=\"c&J#USr9~J5hrUiP\", database=\"stock\")\n",
+    "db = pymysql.connect(host=\"localhost\", port=3307, user=\"test\", password=\"test\", database=\"main\")"
+   ],
+   "outputs": [],
+   "execution_count": 1
+  },
+  {
+   "cell_type": "code",
+   "id": "7fdf7baf7e494f5d",
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2024-12-27T08:11:43.530387Z",
+     "start_time": "2024-12-27T08:11:43.527288Z"
+    }
+   },
+   "source": "cursor = db.cursor()",
+   "outputs": [],
+   "execution_count": 3
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2024-12-27T08:29:21.672366Z",
+     "start_time": "2024-12-27T08:29:13.248490Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "import pandas as pd\n",
+    "\n",
+    "df = pd.read_csv('../document/Tushare股票信息.csv',\n",
+    "                 names=['ts_code', 'symbol', 'name', 'area', 'industry', 'fullname', 'enname', 'cnspell', 'market',\n",
+    "                        'exchange', 'curr_type', 'list_status', 'list_date', 'act_name', 'act_ent_type'])\n",
+    "# ts_code列按英文句号分割，将分割后的两个字符串交换位置\n",
+    "df['ts_code'] = df['ts_code'].str.split('.').str[::-1].str.join('.')\n",
+    "# 只留下ts_code、name、market，fullname列\n",
+    "df = df[['ts_code', 'name', 'market', 'fullname']]\n",
+    "# 遍历所有行，生成插入sql语句\n",
+    "for i in range(len(df)):\n",
+    "    sql = \"insert into target(code, name, description, market, type) values ('%s','%s','%s','%s','%s') on duplicate key update name = values(name), description = values(description), market = values(market), type = values(type)\" % (\n",
+    "        df.iloc[i]['ts_code'], df.iloc[i]['name'], df.iloc[i]['fullname'], df.iloc[i]['market'], 'stock'\n",
+    "    )\n",
+    "    cursor.execute(sql)\n",
+    "db.commit()"
+   ],
+   "id": "bff56fafd1219dfa",
+   "outputs": [],
+   "execution_count": 24
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2024-12-27T08:29:45.830427Z",
+     "start_time": "2024-12-27T08:29:44.310167Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "df = pd.read_csv('../document/ETF信息.csv', usecols=[0, 1, 2], names=['index', 'code', 'name'], index_col='index')\n",
+    "for i in range(len(df)):\n",
+    "    sql = \"insert into target(code, name, type) values ('%s','%s','%s') on duplicate key update name = values(name), type = values(type)\" % (\n",
+    "        df.iloc[i]['code'], df.iloc[i]['name'], 'etf'\n",
+    "    )\n",
+    "    cursor.execute(sql)\n",
+    "db.commit()"
+   ],
+   "id": "577d97871a0acbe7",
+   "outputs": [],
+   "execution_count": 25
+  },
+  {
+   "cell_type": "code",
+   "id": "9cc56d42dac5ea9",
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2024-12-27T08:49:40.805003Z",
+     "start_time": "2024-12-27T08:49:40.762113Z"
+    }
+   },
+   "source": [
+    "db.close()"
+   ],
+   "outputs": [],
+   "execution_count": 26
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 2
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython2",
+   "version": "2.7.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}

0_材料准备/2_单体数据下载.ipynb

@@ -0,0 +1,309 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "id": "initial_id",
+   "metadata": {
+    "collapsed": true,
+    "ExecuteTime": {
+     "end_time": "2024-12-27T09:11:40.994988Z",
+     "start_time": "2024-12-27T09:11:40.446727Z"
+    }
+   },
+   "source": [
+    "import akshare as ak\n",
+    "\n",
+    "root = \"/Users/lanyuanxiaoyao/Project/PyCharmProjects/stock_leanrning/temp\"\n",
+    "# root = \"/Users/lanyuanxiaoyao/SynologyDrive/data\"\n",
+    "stock_path = root + \"/stock\"\n",
+    "etf_path = root + \"/etf\"\n",
+    "\n",
+    "df = ak.stock_zh_a_hist(symbol=\"000001\", period='daily', adjust=\"hfq\")\n",
+    "# 跳过第一行\n",
+    "df.to_csv(stock_path + \"/SZ000001.csv\")"
+   ],
+   "outputs": [],
+   "execution_count": 9
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2024-12-27T09:12:58.597549Z",
+     "start_time": "2024-12-27T09:12:58.554934Z"
+    }
+   },
+   "cell_type": "code",
+   "source": [
+    "import pandas as pd\n",
+    "\n",
+    "df = pd.read_csv('../temp/stock/SZ000001.csv', index_col=0)\n",
+    "df"
+   ],
+   "id": "6f34bd06fd451f6e",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "              日期  股票代码       开盘       收盘       最高       最低      成交量  \\\n",
+       "0     1991-04-03     1    49.00    49.00    49.00    49.00        1   \n",
+       "1     1991-04-04     1    48.76    48.76    48.76    48.76        3   \n",
+       "2     1991-04-05     1    48.52    48.52    48.52    48.52        2   \n",
+       "3     1991-04-06     1    48.28    48.28    48.28    48.28        7   \n",
+       "4     1991-04-08     1    48.04    48.04    48.04    48.04        2   \n",
+       "...          ...   ...      ...      ...      ...      ...      ...   \n",
+       "8059  2024-12-23     1  2300.88  2315.51  2333.39  2300.88  1659405   \n",
+       "8060  2024-12-24     1  2313.89  2336.64  2338.27  2313.89  1350837   \n",
+       "8061  2024-12-25     1  2336.64  2346.39  2362.64  2333.39  1475283   \n",
+       "8062  2024-12-26     1  2346.39  2336.64  2348.02  2323.64  1000075   \n",
+       "8063  2024-12-27     1  2338.27  2331.76  2343.14  2304.13  1290012   \n",
+       "\n",
+       "               成交额    振幅    涨跌幅    涨跌额   换手率  \n",
+       "0     5.000000e+03  0.00  22.50   9.00  0.00  \n",
+       "1     1.500000e+04  0.00  -0.49  -0.24  0.00  \n",
+       "2     1.000000e+04  0.00  -0.49  -0.24  0.00  \n",
+       "3     3.400000e+04  0.00  -0.49  -0.24  0.00  \n",
+       "4     1.000000e+04  0.00  -0.50  -0.24  0.00  \n",
+       "...            ...   ...    ...    ...   ...  \n",
+       "8059  1.953519e+09  1.41   0.78  17.88  0.86  \n",
+       "8060  1.595699e+09  1.05   0.91  21.13  0.70  \n",
+       "8061  1.759957e+09  1.25   0.42   9.75  0.76  \n",
+       "8062  1.183746e+09  1.04  -0.42  -9.75  0.52  \n",
+       "8063  1.518383e+09  1.67  -0.21  -4.88  0.66  \n",
+       "\n",
+       "[8064 rows x 12 columns]"
+      ],
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>日期</th>\n",
+       "      <th>股票代码</th>\n",
+       "      <th>开盘</th>\n",
+       "      <th>收盘</th>\n",
+       "      <th>最高</th>\n",
+       "      <th>最低</th>\n",
+       "      <th>成交量</th>\n",
+       "      <th>成交额</th>\n",
+       "      <th>振幅</th>\n",
+       "      <th>涨跌幅</th>\n",
+       "      <th>涨跌额</th>\n",
+       "      <th>换手率</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>1991-04-03</td>\n",
+       "      <td>1</td>\n",
+       "      <td>49.00</td>\n",
+       "      <td>49.00</td>\n",
+       "      <td>49.00</td>\n",
+       "      <td>49.00</td>\n",
+       "      <td>1</td>\n",
+       "      <td>5.000000e+03</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>22.50</td>\n",
+       "      <td>9.00</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>1991-04-04</td>\n",
+       "      <td>1</td>\n",
+       "      <td>48.76</td>\n",
+       "      <td>48.76</td>\n",
+       "      <td>48.76</td>\n",
+       "      <td>48.76</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1.500000e+04</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>-0.49</td>\n",
+       "      <td>-0.24</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>1991-04-05</td>\n",
+       "      <td>1</td>\n",
+       "      <td>48.52</td>\n",
+       "      <td>48.52</td>\n",
+       "      <td>48.52</td>\n",
+       "      <td>48.52</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1.000000e+04</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>-0.49</td>\n",
+       "      <td>-0.24</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>1991-04-06</td>\n",
+       "      <td>1</td>\n",
+       "      <td>48.28</td>\n",
+       "      <td>48.28</td>\n",
+       "      <td>48.28</td>\n",
+       "      <td>48.28</td>\n",
+       "      <td>7</td>\n",
+       "      <td>3.400000e+04</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>-0.49</td>\n",
+       "      <td>-0.24</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>1991-04-08</td>\n",
+       "      <td>1</td>\n",
+       "      <td>48.04</td>\n",
+       "      <td>48.04</td>\n",
+       "      <td>48.04</td>\n",
+       "      <td>48.04</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1.000000e+04</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>-0.50</td>\n",
+       "      <td>-0.24</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8059</th>\n",
+       "      <td>2024-12-23</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2300.88</td>\n",
+       "      <td>2315.51</td>\n",
+       "      <td>2333.39</td>\n",
+       "      <td>2300.88</td>\n",
+       "      <td>1659405</td>\n",
+       "      <td>1.953519e+09</td>\n",
+       "      <td>1.41</td>\n",
+       "      <td>0.78</td>\n",
+       "      <td>17.88</td>\n",
+       "      <td>0.86</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8060</th>\n",
+       "      <td>2024-12-24</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2313.89</td>\n",
+       "      <td>2336.64</td>\n",
+       "      <td>2338.27</td>\n",
+       "      <td>2313.89</td>\n",
+       "      <td>1350837</td>\n",
+       "      <td>1.595699e+09</td>\n",
+       "      <td>1.05</td>\n",
+       "      <td>0.91</td>\n",
+       "      <td>21.13</td>\n",
+       "      <td>0.70</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8061</th>\n",
+       "      <td>2024-12-25</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2336.64</td>\n",
+       "      <td>2346.39</td>\n",
+       "      <td>2362.64</td>\n",
+       "      <td>2333.39</td>\n",
+       "      <td>1475283</td>\n",
+       "      <td>1.759957e+09</td>\n",
+       "      <td>1.25</td>\n",
+       "      <td>0.42</td>\n",
+       "      <td>9.75</td>\n",
+       "      <td>0.76</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8062</th>\n",
+       "      <td>2024-12-26</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2346.39</td>\n",
+       "      <td>2336.64</td>\n",
+       "      <td>2348.02</td>\n",
+       "      <td>2323.64</td>\n",
+       "      <td>1000075</td>\n",
+       "      <td>1.183746e+09</td>\n",
+       "      <td>1.04</td>\n",
+       "      <td>-0.42</td>\n",
+       "      <td>-9.75</td>\n",
+       "      <td>0.52</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8063</th>\n",
+       "      <td>2024-12-27</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2338.27</td>\n",
+       "      <td>2331.76</td>\n",
+       "      <td>2343.14</td>\n",
+       "      <td>2304.13</td>\n",
+       "      <td>1290012</td>\n",
+       "      <td>1.518383e+09</td>\n",
+       "      <td>1.67</td>\n",
+       "      <td>-0.21</td>\n",
+       "      <td>-4.88</td>\n",
+       "      <td>0.66</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>8064 rows × 12 columns</p>\n",
+       "</div>"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "execution_count": 11
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 2
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython2",
+   "version": "2.7.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}

0_材料准备/table.sql

@@ -0,0 +1,14 @@
+create table if not exists target
+(
+    code        varchar(50)  not null primary key comment '编码',
+    name        varchar(100) not null comment '名称',
+    description varchar(500) comment '描述',
+    market      varchar(10)  not null default '' comment '市场',
+    type        varchar(10)  not null comment '类型: stock, fund, etf'
+);
+
+create table if not exists daily
+(
+    code       varchar(50)  not null comment '编码',
+    date       date         not null comment '日期'
+);

README.md

@@ -0,0 +1,6 @@
+### 量化学习笔记
+
+docker mysql
+```shell
+docker run --rm -p 3307:3306 -e "MYSQL_RANDOM_ROOT_PASSWORD=yes" -e "MYSQL_DATABASE=main" -e "MYSQL_USER=test" -e "MYSQL_PASSWORD=test" -d mysql:8
+```

pyproject.toml

@@ -0,0 +1,22 @@
+[tool.poetry]
+name = "stock-learning"
+version = "0.1.0"
+description = ""
+authors = ["lanyuanxiaoyao <lanyuanxiaoyao@gmail.com>"]
+readme = "README.md"
+
+[tool.poetry.dependencies]
+python = "^3.12"
+tushare = "^1.4.14"
+jupyter = "^1.1.1"
+akshare = "^1.15.60"
+pymysql = "^1.1.1"
+pandas = "^2.2.3"
+matplotlib = "^3.10.0"
+prophet = "^1.1.6"
+mplfinance = "^0.12.10b0"
+
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"