zoukankan      html  css  js  c++  java
  • Python操作Excel,openpyxl模块,画折线图

    一、如图
    • 30万数据,比较大,挤一起了

    import sys
    import uuid
    import string
    import json
    import time
    import random
    import os
    import base64
    
    from openpyxl.workbook import Workbook
    from openpyxl.styles import Font, Alignment, Side, Border
    from openpyxl.drawing import image
    from openpyxl.chart import Series,LineChart, Reference
    from openpyxl.chart.axis import DateAxis
    
    # path = os.path.dirname(os.path.dirname(__file__))
    # sys.path.insert(0,path)
    from Lib.Utils import Utils
    
    class ExportReport:
    
        def __init__(self,entity, recordList,**kwargs):
            """
    
            :param entity: 记录对象
            :param recordList: 记录["压力","电流"]列表
            :param kwargs:
            """
            self.entity = entity
            self.record_list = recordList
            self.image_path = kwargs.get('imgPath', None)  #图片路径
            # self.all_stage = ["未开始","清洗","配气","搅拌","点火","完成"]
            self.status_all = ["未完成", "成功", "<2070kpa"]
            self.data_head = ["start_time","experiment_user_name","material_name", "experiment_type","is_success", "time_cost","test_count"]
            self.base_info_list = ["试验日期","试验人", "样品名称", "试验类型", "试验状态", "耗费时间","试验次数"]
            # self.data_col = ["start_time","test_count","rcd_stage","set_concentration","real_concentration","burning_speed"]
            # self.col_list = ["试验时间", "试验次数", "试验阶段", "设定浓度%", "实际浓度%", "燃烧速度"]
            # self.all_col = len(self.col_list)  # 一共多少列
            # base64转化为图片
            # self.bs64 = bs64
            # self.img_path = Utils.change_base64_as_img(self.bs64)
            self.wb = Workbook()
            #self.wb.remove(self.wb["sheet"])
    
            self.ws = self.wb.create_sheet("{0}试验记录表".format(self.entity.material_name), 0)
            #生成头部所含列总数的大写字母
            self.header_upper_string_list = string.ascii_uppercase[:len(self.base_info_list)]
            #生成所含列总数的大写字母
            # self.upper_string_list = string.ascii_uppercase[:self.all_col]
            # 水平对齐,居中对齐
            self.alignment_style = Alignment(horizontal='center', vertical='center')
            #定义border 边框样式
            left, right, top, bottom = [Side(style='thin', color='000000')]*4
            self.border_style = Border(left=left, right=right, top=top, bottom=bottom)
            #定义字体
            self.font_size = Font(size=9)
            for col in self.header_upper_string_list :
                self.ws.column_dimensions[col].width = 25
    
        #单元格样式字体调整
        def cell_set(self, cellObj, fontSzie=12, alignmentStyle=None):
            alignmentStyle = alignmentStyle if alignmentStyle else self.alignment_style
            cellObj.alignment = alignmentStyle
            cellObj.font = Font(size=fontSzie, bold=True)
    
        #单元格样式字体居中
        def cell_textalign_center(self,cellObj):
            cellObj.alignment = self.alignment_style
    
        #创建表头第一行
        def create_row1(self):
            #把1、2行所有列合并
            self.ws.merge_cells(start_row=1, end_row=2, start_column=1, end_column=self.base_info_list.__len__())
            #写入值
            # self.ws.cell(row=1, column=1).value = value
            self.ws.cell(row=1, column=1).value = "{0}试验记录表".format(self.entity.material_name)
            # self.ws['A1'].alignment = self.alignment_style
            # self.ws['A1'].font = Font(size=16, bold=True)
            self.cell_set(self.ws['A1'], 16)
            self.create_row3_4()
            self.create_row7_8()
    
        def create_row3_4(self):
            for col in range(1, len(self.base_info_list)+1):
                self.ws.merge_cells(start_row=3, end_row=4, start_column=col, end_column=col)
                col_str = self.header_upper_string_list[col-1]+"3"
                self.ws[col_str] = self.base_info_list[col-1]
                self.cell_set(self.ws[col_str])
            #合并 5 6 两行单元格
            for col in range(1, len(self.base_info_list)+1):
                self.ws.merge_cells(start_row=5, end_row=6, start_column=col, end_column=col)
    
        def create_row7_8(self):
            dataNum = ["序号", "压力", "电流"]
            for col in range(1, 4):
                self.ws.merge_cells(start_row=7, end_row=8, start_column=col, end_column=col)
                col_str = "ABCD"[col-1]+"7"
                self.ws[col_str] = dataNum[col-1]
                self.cell_set(self.ws[col_str])
    
        def timeStampToUTC8(self,timeStamp):
            return time.strftime("%Y/%m/%d %H:%M:%S",time.localtime(timeStamp/1000))
    
    
        def add_data(self):
            #第五行开始写入数据,所有数据居中对齐,水平居中
            # 字符为A/B,第五行
            for i,v in enumerate(self.data_head):
                cur_v = getattr(self.entity,v)
                if v == "experiment_type":
                    cur_v = ["样品试验","参考品试验","时间/压力试验"][cur_v]
                if v == "is_success":
                    cur_v = ["异常","计时","<2070kPa"][cur_v]
                self.ws[self.header_upper_string_list[i]+"5"] = cur_v
            for i in self.header_upper_string_list:
                col_str = i +"5"
                self.cell_textalign_center(self.ws[col_str])
            for idx, data in enumerate(self.record_list[0]):
                col_str = "A{}".format(9+idx)
                self.ws[col_str] = idx
                self.cell_textalign_center(self.ws[col_str])
                col_str = "B{}".format(9 + idx)
                self.ws[col_str] = data
                self.cell_textalign_center(self.ws[col_str])
                col_str = "C{}".format(9 + idx)
                self.ws[col_str] = self.record_list[1][idx]
                self.cell_textalign_center(self.ws[col_str])
            self.draw_line_chart()
    
        #画折线图
        def draw_line_chart(self):
            self.chart = LineChart()
            self.chart.title = "压力变化记录折线图"
            self.chart.style = 2
            self.chart.width = 36
            self.chart.height = 20
            self.chart.y_axis.title = "压力kpa"
            # self.chart.y_axis.crossAx = 500
            # self.chart.x_axis = DateAxis(crossAx=100)
            # self.chart.x_axis.number_format = '%H:%M:%S'
            # self.chart.x_axis.majorTimeUnit = "days"
            self.chart.x_axis.title = "序号"
            data1 = Reference(
                self.ws,
                min_col=2,
                min_row=8,
                max_col=2,
                max_row=len(self.record_list[0])+8
            )
            seriesObj1 = Series(data1, title='压力值')
            self.chart.append(seriesObj1)
            # self.chart.add_data(data, titles_from_data=True)
            dates = Reference(self.ws, min_col=1, min_row=8, max_row=len(self.record_list[0])+8)
            self.chart.set_categories(dates)
            self.ws.add_chart(self.chart, "D7")
    
        def draw_electric_cur(self):
            self.chart = LineChart()
            self.chart.title = "电流记录折线图"
            self.chart.style = 2
            self.chart.width = 36
            self.chart.height = 20
            self.chart.y_axis.title = "电流A"
            # self.chart.y_axis.crossAx = 500
            # self.chart.x_axis.crossAx = -5
            # self.chart.x_axis = DateAxis(crossAx=100)
            # self.chart.x_axis.number_format = '%H:%M:%S'
            # self.chart.x_axis.majorTimeUnit = "days"
            self.chart.x_axis.title = "序号"
            # self.chart.y_axis.scaling.min = self.min_diff-0.1
            # self.chart.y_axis.scaling.max = self.max_diff+0.1
            data3 = Reference(
                self.ws,
                min_col=3,
                min_row=8,
                max_col=3,
                max_row=len(self.record_list[1])+8
            )
            seriesObj3 = Series(data3, title='电流')
            self.chart.append(seriesObj3)
            dates = Reference(self.ws, min_col=1, min_row=8, max_row=len(self.record_list[1]) + 8)
            self.chart.set_categories(dates)
            self.ws.add_chart(self.chart, "D49")
    
        def create(self,value=None):
            if value:
                self.ws.cell(row=1, column=1).value = value
            self.create_row1()
            self.add_data()
            self.draw_line_chart()
            if self.entity.experiment_type!=2:
                self.draw_electric_cur()
    
        def save(self, filename):
            try:
                self.wb.save(filename)
            except Exception as e:
                print(e)
                self.wb.save(filename[:-5] + str('_' + Utils.getFileName()) + filename[-5:])
            # 关闭excel
            self.close()
    
        def close(self):
            self.wb.close()
    
    class TestObj:
    
        def __init__(self):
            self.test_list = ["start_time","experiment_user_name","material_name", "experiment_type","is_success", "time_cost","test_count"]
    
    if __name__ == '__main__':
        t = TestObj()
        for idx,para in enumerate(t.test_list):
            t.__setattr__(para,idx)
        record_list = [
            [random.randrange(i,i+10) for i in range(100)],
            [random.random() for j in range(150)]
        ]
        export = ExportReport(t,record_list)
        export.create()
        export.save("127.xlsx")
    
    
  • 相关阅读:
    Django学习(文件上传与下载)
    Django学习(实现登录功能)
    Django学习(实现注册功能)
    Django学习(环境配置)
    Android-Universal-Image-Loader异步加载图片框架学习
    Android自定义控件_View的绘制流程
    Android自定义控件_Canvas分析
    属性方法介绍——View(1)
    Android平滑移动——Scroller类研究
    记录一个前端二级导航栏的淡入淡出效果
  • 原文地址:https://www.cnblogs.com/shiqi17/p/12165057.html
Copyright © 2011-2022 走看看