{ "cells": [ { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "from matplotlib import pyplot as plt\n", "df_short= pd.read_excel(r'D:\\00WorkSpace\\01Python\\data_analyze_platform\\USER\\alibaba\\98Download\\康普盾21700\\intershort_result.xlsx')\n", "df_short=df_short[df_short['sn']=='KPD003']\n", "df_short=df_short.reset_index(drop=True)\n", "plt.figure(figsize=(16,9))\n", "for i in range(len(df_short)):\n", " x=list(range(1,121))\n", " y=eval(df_short.loc[i,'short_current'])\n", " plt.plot(x, y,label=df_short.loc[i,'time_st'],marker='*',markersize=15)\n", " plt.title('KPD003内短路电流图',fontsize=18)\n", " plt.xlabel('电芯序号', fontsize=15)\n", " plt.ylabel('内短路电流', fontsize=15)\n", " plt.xticks(fontsize=15)\n", " plt.yticks(fontsize=15)\n", " plt.xlim(0,120)\n", " plt.ylim(-20,20)\n", " # plt.scatter( xtime1,VoltChange[volt_column[i]],marker='o')\n", " plt.legend()\n", " plt.rcParams['font.sans-serif']=['SimHei'] #用来正常显示中文标签\n", " plt.rcParams['axes.unicode_minus']=False #用来正常显示负号\n", "plt.show" ] }, { "cell_type": "code", "execution_count": 70, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "from matplotlib import pyplot as plt\n", "df_res1= pd.read_excel(r'D:\\00WorkSpace\\01Python\\data_analyze_platform\\USER\\alibaba\\99Result\\CBMS_UniformKPD001_1.xlsx')\n", "df_res2= pd.read_excel(r'D:\\00WorkSpace\\01Python\\data_analyze_platform\\USER\\alibaba\\99Result\\CBMS_UniformKPD002_1.xlsx')\n", "df_res3= pd.read_excel(r'D:\\00WorkSpace\\01Python\\data_analyze_platform\\USER\\alibaba\\99Result\\CBMS_UniformKPD003_1.xlsx')" ] }, { "cell_type": "code", "execution_count": 74, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 74, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(20,8))\n", "x1=df_res1['time']\n", "y1=df_res1['cellsoc_diff']\n", "x2=df_res2['time']\n", "y2=df_res2['cellsoc_diff']\n", "x3=df_res3['time']\n", "y3=df_res3['cellsoc_diff']\n", "plt.plot(x1, y1,label='KPD001一致性',linewidth=4)\n", "plt.plot(x2, y2,label='KPD002一致性',linewidth=4)\n", "plt.plot(x3, y3,label='KPD003一致性',linewidth=4)\n", "plt.title('康普盾电池一致性',fontsize=28)\n", "plt.xlabel('时间', fontsize=24)\n", "plt.ylabel('SOC/%', fontsize=24)\n", "plt.xticks(fontsize=24,rotation=45)\n", "plt.yticks(fontsize=24)\n", "# plt.xlim(0,120)\n", "# plt.ylim(-20,20)\n", "# plt.scatter( xtime1,VoltChange[volt_column[i]],marker='o')\n", "plt.legend(loc='upper right', fontsize=20)\n", "plt.rcParams['font.sans-serif']=['SimHei'] #用来正常显示中文标签\n", "plt.rcParams['axes.unicode_minus']=False #用来正常显示负号\n", "plt.show" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "from scipy.interpolate import make_interp_spline\n", " \n", "x = np.array([1, 3, 5, 7, 10])\n", "y = np.array([100, 80, 90, 95, 95])\n", " \n", "x_new = np.linspace(x.min(),x.max(),300) #300 represents number of points to make between T.min and T.max\n", "y_smooth = make_interp_spline(x,y)(x_new)\n", "\n", "plt.figure(figsize=(16,9))\n", "plt.plot(x_new,y_smooth,linewidth=4)\n", " \n", "# 解决中文显示问题\n", "plt.rcParams['font.sans-serif'] = ['SimHei'] #SimHei黑体 FangSong仿宋\n", "plt.rcParams['axes.unicode_minus'] = False\n", " \n", "# plt.title(\"绘图\", fontsize=24)#标题及字号\n", "plt.xlabel(\"时间\", fontsize=24)#X轴标题及字号\n", "plt.ylabel(\"电池安全评分\", fontsize=24)#Y轴标题及字号\n", "plt.tick_params(axis='both', labelsize=20)#刻度大小\n", "#plt.axis([0, 1100, 1, 1100000])#设置坐标轴的取值范围\n", "plt.show()\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "ename": "NotImplementedError", "evalue": "iLocation based boolean indexing on an integer type is not available", "output_type": "error", "traceback": [ "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[1;31mNotImplementedError\u001b[0m Traceback (most recent call last)", "\u001b[1;32md:\\01WorkSpace\\python\\data_analyze_platform\\USER\\test.ipynb Cell 5'\u001b[0m in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[0;32m 7\u001b[0m df[\u001b[39m'\u001b[39m\u001b[39mb\u001b[39m\u001b[39m'\u001b[39m]\u001b[39m=\u001b[39m[\u001b[39m2\u001b[39m,\u001b[39m4\u001b[39m,\u001b[39m6\u001b[39m,\u001b[39m2\u001b[39m]\n\u001b[0;32m 8\u001b[0m df[\u001b[39m'\u001b[39m\u001b[39mc\u001b[39m\u001b[39m'\u001b[39m]\u001b[39m=\u001b[39m[\u001b[39m6\u001b[39m,\u001b[39m5\u001b[39m,\u001b[39m7\u001b[39m,\u001b[39m1\u001b[39m]\n\u001b[1;32m---> 10\u001b[0m df\u001b[39m.\u001b[39;49miloc[df[\u001b[39m'\u001b[39;49m\u001b[39ma\u001b[39;49m\u001b[39m'\u001b[39;49m]\u001b[39m==\u001b[39;49m\u001b[39m1\u001b[39;49m][\u001b[39m'\u001b[39m\u001b[39mb\u001b[39m\u001b[39m'\u001b[39m]\n", "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python38-32\\lib\\site-packages\\pandas\\core\\indexing.py:931\u001b[0m, in \u001b[0;36m_LocationIndexer.__getitem__\u001b[1;34m(self, key)\u001b[0m\n\u001b[0;32m 928\u001b[0m axis \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39maxis \u001b[39mor\u001b[39;00m \u001b[39m0\u001b[39m\n\u001b[0;32m 930\u001b[0m maybe_callable \u001b[39m=\u001b[39m com\u001b[39m.\u001b[39mapply_if_callable(key, \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mobj)\n\u001b[1;32m--> 931\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_getitem_axis(maybe_callable, axis\u001b[39m=\u001b[39;49maxis)\n", "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python38-32\\lib\\site-packages\\pandas\\core\\indexing.py:1552\u001b[0m, in \u001b[0;36m_iLocIndexer._getitem_axis\u001b[1;34m(self, key, axis)\u001b[0m\n\u001b[0;32m 1549\u001b[0m key \u001b[39m=\u001b[39m np\u001b[39m.\u001b[39masarray(key)\n\u001b[0;32m 1551\u001b[0m \u001b[39mif\u001b[39;00m com\u001b[39m.\u001b[39mis_bool_indexer(key):\n\u001b[1;32m-> 1552\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_validate_key(key, axis)\n\u001b[0;32m 1553\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_getbool_axis(key, axis\u001b[39m=\u001b[39maxis)\n\u001b[0;32m 1555\u001b[0m \u001b[39m# a list of integers\u001b[39;00m\n", "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python38-32\\lib\\site-packages\\pandas\\core\\indexing.py:1395\u001b[0m, in \u001b[0;36m_iLocIndexer._validate_key\u001b[1;34m(self, key, axis)\u001b[0m\n\u001b[0;32m 1393\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mhasattr\u001b[39m(key, \u001b[39m\"\u001b[39m\u001b[39mindex\u001b[39m\u001b[39m\"\u001b[39m) \u001b[39mand\u001b[39;00m \u001b[39misinstance\u001b[39m(key\u001b[39m.\u001b[39mindex, Index):\n\u001b[0;32m 1394\u001b[0m \u001b[39mif\u001b[39;00m key\u001b[39m.\u001b[39mindex\u001b[39m.\u001b[39minferred_type \u001b[39m==\u001b[39m \u001b[39m\"\u001b[39m\u001b[39minteger\u001b[39m\u001b[39m\"\u001b[39m:\n\u001b[1;32m-> 1395\u001b[0m \u001b[39mraise\u001b[39;00m \u001b[39mNotImplementedError\u001b[39;00m(\n\u001b[0;32m 1396\u001b[0m \u001b[39m\"\u001b[39m\u001b[39miLocation based boolean \u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m 1397\u001b[0m \u001b[39m\"\u001b[39m\u001b[39mindexing on an integer type \u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m 1398\u001b[0m \u001b[39m\"\u001b[39m\u001b[39mis not available\u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m 1399\u001b[0m )\n\u001b[0;32m 1400\u001b[0m \u001b[39mraise\u001b[39;00m \u001b[39mValueError\u001b[39;00m(\n\u001b[0;32m 1401\u001b[0m \u001b[39m\"\u001b[39m\u001b[39miLocation based boolean indexing cannot use \u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m 1402\u001b[0m \u001b[39m\"\u001b[39m\u001b[39man indexable as a mask\u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m 1403\u001b[0m )\n\u001b[0;32m 1404\u001b[0m \u001b[39mreturn\u001b[39;00m\n", "\u001b[1;31mNotImplementedError\u001b[0m: iLocation based boolean indexing on an integer type is not available" ] } ], "source": [ "import datetime,time\n", "import pandas as pd\n", "import numpy as np\n", "column_name=['a','b']\n", "df=pd.DataFrame(columns=['a','b','c'])\n", "df['a']=[1,2,1,7]\n", "df['b']=[2,4,6,2]\n", "df['c']=[6,5,7,1]\n", "\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'a': 0}" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "a={}\n", "a['a']=0\n", "a" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0 1.5\n", "1 3.0\n", "2 3.5\n", "3 4.5\n", "dtype: float64" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import pika\n", "import json\n", "dict_send={\"cmd_type\":1,\"factory\":'力神',\"sn\":'LS001',\"batrlyctrl\":1}\n", "host='120.25.223.1'\n", "port=4902\n", "credentials = pika.PlainCredentials('admin', 'admin')\n", "connection = pika.BlockingConnection(pika.ConnectionParameters(host,port,credentials=credentials))\n", "# 声明一个管道,在管道里发消息\n", "channel = connection.channel()\n", "# 在管道里声明queue\n", "channel.queue_declare(queue='cmdQueue',durable=True)\n", "channel.basic_publish(exchange='cmdExchange',routing_key='CmdDirectRouting',body=json.dumps(dict_send)) # 消息内容\n", "connection.close()" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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