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PriceForecast/测试环境获取市场信息平台数据项.ipynb
workpc 19f76e6b83 原油价格预测第六次发版基版
2024-12-27 18:04:40 +08:00

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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "31c0e11d-c87a-4e95-92a0-d1d09625e255",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"数据库连接成功 192.168.101.27 jingbo_test root\n"
]
}
],
"source": [
"from config_jingbo import *\n",
"import requests\n",
"import json\n",
"import datetime"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "83c81b9e",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'http://192.168.100.53:8080/jingbo-dev/api/server/login'"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"login_pushreport_url\n"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "a058f507",
"metadata": {},
"outputs": [],
"source": [
"# login_pushreport_url = \"http://10.200.32.39/jingbo-api/api/server/login\"\n",
"# upload_url = \"http://10.200.32.39/jingbo-api/api/analysis/reportInfo/researchUploadReportSave\"\n",
"# upload_warning_url = \"http://10.200.32.39/jingbo-api/api/basicBuiness/crudeOilWarning/save\"\n",
"# query_data_list_item_nos_url = \"http://10.200.32.39/jingbo-api/api/warehouse/dwDataItem/queryDataListItemNos\"\n",
"\n",
"# login_data = {\n",
"# \"data\": {\n",
"# \"account\": \"api_dev\",\n",
"# \"password\": \"ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=\",\n",
"# \"tenantHashCode\": \"8a4577dbd919675758d57999a1e891fe\",\n",
"# \"terminal\": \"API\"\n",
"# },\n",
"# \"funcModule\": \"API\",\n",
"# \"funcOperation\": \"获取token\"\n",
"# }"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "8af0311d",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'http://10.200.32.39/jingbo-api/api/server/login'"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"login_pushreport_url"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "2b330ee3-c006-4ab1-8558-59c51ac8d86f",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'data': {'account': 'api_dev',\n",
" 'password': 'ZTEwYWRjMzk0OWJhNTlhYmJlNTZlMDU3ZjIwZjg4M2U=',\n",
" 'tenantHashCode': '8a4577dbd919675758d57999a1e891fe',\n",
" 'terminal': 'API'},\n",
" 'funcModule': 'API',\n",
" 'funcOperation': '获取token'}"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"login_data"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "dcb6100a-ed2b-4077-a1a9-361c6cb565f9",
"metadata": {},
"outputs": [],
"source": [
"\n",
"def get_head_auth_report():\n",
" login_res = requests.post(url=login_pushreport_url, json=login_data, timeout=(3, 5))\n",
" text = json.loads(login_res.text)\n",
" print(text)\n",
" if text[\"status\"]:\n",
" token = text[\"data\"][\"accessToken\"]\n",
" return token\n"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "22c0c7c4",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'confirmFlg': False, 'data': {'accessToken': 'eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWIiOiJhcGlfZGV2IiwidGgiOiI4YTQ1NzdkYmQ5MTk2NzU3NThkNTc5OTlhMWU4OTFmZSIsImx0IjoiYXBpIiwiaXNzIjoiIiwidG0iOiJQQyIsImV4cCI6MTczNTMxNjAyMywianRpIjoiYjRhYTcxMWI2OTQxNDk3MjkzMWY2MDM2MDg1YWQ1NTIifQ.LP01YpDRKIqnc8Xw9Dzhy7rTV8qgcX5J-0MSlGMFGEo', 'md5Token': 'b3d0f00333a7b1e10844dcd84262326c'}, 'status': True}\n"
]
}
],
"source": [
"token = get_head_auth_report()"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "12077ead",
"metadata": {},
"outputs": [],
"source": [
"# token = 'eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWIiOiJhcGlfdGVzdCIsInRoIjoiOGE0NTc3ZGJkOTE5Njc1NzU4ZDU3OTk5YTFlODkxZmUiLCJsdCI6ImFwaSIsImlzcyI6IiIsInRtIjoiUEMiLCJleHAiOjE3MzE5NTkzNjUsImp0aSI6IjRiMjcwNTgzN2YyZDQxOWM4MzQ3NjI2NDQwZDlhZGQzIn0.PPgnoiJt412dJiceqVW8w7qkJFY4s-VqU9z6ZIkpqho'"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "a7ae21d1",
"metadata": {},
"outputs": [],
"source": [
"# def upload_warning_data(warning_data):\n",
"# token = get_head_auth_report()\n",
"# warning_data = warning_data\n",
"# headers = {\"Authorization\": token}\n",
"# logger.info(\"预警上传中...\")\n",
"# logger.info(f\"token:{token}\")\n",
"# logger.info(f\"warning_data:{warning_data}\" )\n",
"# upload_res = requests.post(url=upload_warning_url, headers=headers, json=warning_data, timeout=(3, 15))\n",
"# if upload_res:\n",
"# return upload_res\n",
"# else:\n",
"# logger.info(\"预警上传失败\")\n",
"# return None\n",
"\n",
"\n",
"# logger.info(f'上传预警信息')\n",
"# try:\n",
"# warning_date = datetime.datetime.now().strftime('%Y-%m-%d')\n",
"# content = f'{warning_date}有2887个停更'\n",
"# warning_data['data']['WARNING_DATE'] = warning_date\n",
"# warning_data['data']['WARNING_CONTENT'] = content\n",
"# upload_warning_data(warning_data)\n",
"# logger.info(f'上传预警信息成功')\n",
"# except Exception as e:\n",
"# logger.error(f'上传预警信息失败：{e}')"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "54942e1a",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
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ataDate\":\"20221219\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":80.87000000},{\"dataDate\":\"20221220\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":80.89000000},{\"dataDate\":\"20221221\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":82.92000000},{\"dataDate\":\"20221222\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":84.21000000},{\"dataDate\":\"20221223\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":84.70000000},{\"dataDate\":\"20221227\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":86.10000000},{\"dataDate\":\"20221228\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":85.15000000},{\"dataDate\":\"20221229\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":83.84000000},{\"dataDate\":\"20221230\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":86.00000000},{\"dataDate\":\"20240502\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":84.44000000},{\"dataDate\":\"20240503\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":84.39000000},{\"dataDate\":\"20240506\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":83.83000000},{\"dataDate\":\"20240507\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":83.88000000},{\"dataDate\":\"20240930\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":72.79000000},{\"dataDate\":\"20241001\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":75.45000000},{\"dataDate\":\"20241002\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":76.14000000},{\"dataDate\":\"20241003\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":77.99000000},{\"dataDate\":\"20241004\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":79.30000000},{\"dataDate\":\"20241007\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":81.16000000},{\"dataDate\":\"20241008\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":81.14000000},{\"dataDate\":\"20241009\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":78.02000000},{\"dataDate\":\"20241010\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":79.72000000},{\"dataDate\":\"20240613\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":83.05000000},{\"dataDate\":\"20240410\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":90.71000000},{\"dataDate\":\"20240404\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":91.30000000},{\"dataDate\":\"20241125\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":74.83000000},{\"dataDate\":\"20241119\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":73.87000000},{\"dataDate\":\"20240325\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":86.51000000},{\"dataDate\":\"20241113\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":72.63000000},{\"dataDate\":\"20241101\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":74.94000000},{\"dataDate\":\"20240710\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":85.66000000},{\"dataDate\":\"20240711\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":85.89000000},{\"dataDate\":\"20240712\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":86.35000000},{\"dataDate\":\"20240715\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":85.37000000},{\"dataDate\":\"20240501\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":85.89000000},{\"dataDate\":\"20240521\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":83.76000000},{\"dataDate\":\"20240605\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":78.66000000},{\"dataDate\":\"20240606\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":80.08000000},{\"dataDate\":\"20240607\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":80.38000000},{\"dataDate\":\"20240610\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":82.17000000},{\"dataDate\":\"20240611\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":82.36000000},{\"dataDate\":\"20240612\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":83.34000000},{\"dataDate\":\"20240320\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":87.35000000},{\"dataDate\":\"20240530\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":83.58000000},{\"dataDate\":\"20240906\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":73.53000000},{\"dataDate\":\"20240603\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":81.65000000},{\"dataDate\":\"20240719\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":85.35000000},{\"dataDate\":\"20240625\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":85.39000000},{\"dataDate\":\"20240701\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":86.88000000},{\"dataDate\":\"20241210\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":71.77000000},{\"dataDate\":\"20240708\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":86.92000000},{\"dataDate\":\"20241217\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":74.18000000},{\"dataDate\":\"20241223\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":73.00000000},{\"dataDate\":\"20241211\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":73.75000000},{\"dataDate\":\"20240614\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":83.39000000},{\"dataDate\":\"20240620\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":85.14000000},{\"dataDate\":\"20241220\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":72.89000000},{\"dataDate\":\"20240523\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":82.97000000},{\"dataDate\":\"20241202\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":72.89000000},{\"dataDate\":\"20240405\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":91.91000000},{\"dataDate\":\"20241205\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":72.92000000},{\"dataDate\":\"20241126\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":73.80000000},{\"dataDate\":\"20241106\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":75.98000000},{\"dataDate\":\"20241114\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":73.22000000},{\"dataDate\":\"20240326\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":86.42000000},{\"dataDate\":\"20240820\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":78.35000000},{\"dataDate\":\"20240814\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":81.44000000},{\"dataDate\":\"20240806\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":77.85000000},{\"dataDate\":\"20240807\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":78.87000000},{\"dataDate\":\"20240808\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":79.37000000},{\"dataDate\":\"20240426\",\"dataItemNo\":\"Brentzgj\",\"dataValue\":88.64000000}],\"status\":true}\n"
]
}
],
"source": [
"query_data_list_item_nos_data = {\n",
" \"funcModule\": \"数据项\",\n",
" \"funcOperation\": \"查询\",\n",
" \"data\": {\n",
" \"dateStart\":\"20200101\",\n",
" \"dateEnd\":\"20241231\",\n",
" \"dataItemNoList\":[\"Brentzdj\",\"Brentzgj\"]\n",
" }\n",
"}\n",
"\n",
"headers = {\"Authorization\": token}\n",
"items_res = requests.post(url=query_data_list_item_nos_url, headers=headers, json=query_data_list_item_nos_data, timeout=(3, 35))\n",
"print(items_res.text)"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "5272c84b",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" dataDate Brentzdj Brentzgj\n",
"0 20240709 84.53 NaN\n",
"1 20241224 72.46 NaN\n",
"2 20200102 65.72 NaN\n",
"3 20200103 66.22 NaN\n",
"4 20200106 68.21 NaN\n",
"... ... ... ...\n",
"2563 20240814 NaN 81.44\n",
"2564 20240806 NaN 77.85\n",
"2565 20240807 NaN 78.87\n",
"2566 20240808 NaN 79.37\n",
"2567 20240426 NaN 88.64\n",
"\n",
"[2568 rows x 3 columns]\n"
]
}
],
"source": [
"# 遍历items.text 获取data ,整理成 ds itemno value 的形式\n",
"import json\n",
"import pandas as pd\n",
"json_data = json.loads(items_res.text)\n",
"df = pd.DataFrame(json_data['data'])\n",
"# 按照dataItemNo 分组 得到多个dataframe ，最后根据dataDate merge 成一个dataframe\n",
"df2 = pd.DataFrame()\n",
"for i in df['dataItemNo'].unique():\n",
" df1 = df[df['dataItemNo'] == i]\n",
" df1 = df1[['dataDate', 'dataValue']]\n",
" df1 = df1.rename(columns={'dataValue': i})\n",
" df2 = pd.concat([df2, df1], axis=0)\n",
"print(df2)\n",
"\n",
"\n",
"\n",
"df2.to_csv('data.csv')"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "2b1de00f",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "base",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.7"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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