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# -*- coding: utf-8 -*-
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import calendar
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import datetime
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import os
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from collections import defaultdict, OrderedDict
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import numpy as np
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import pandas as pd
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from openpyxl import Workbook
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from openpyxl.chart import BarChart, Reference, PieChart, label
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from openpyxl.styles import NamedStyle, PatternFill, Font, Alignment, Border, Side, colors
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import collections
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bj_tag_dict = {
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'yatai': 'Yatai',
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'cmc': 'CMC',
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'api': 'API',
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'wechat': 'Wechat',
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'oa': 'OA',
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'ec': 'EC',
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'shared': 'Shared',
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'other': 'Others',
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}
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sg_tag_dict = {
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'america': 'America',
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'china': 'China',
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'indonesia': 'Indonesia',
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'malaysia': 'Malaysia',
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'malaysia ': 'Malaysia',
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'mexico': 'Mexico',
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'other': 'Others',
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'taiwan': 'Taiwan',
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'*': 'Others'
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}
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def new_round(_float, _len=2):
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"""
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Parameters
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----------
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_float:
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_len: int, 指定四舍五入需要保留的小数点后几位数为_len
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Returns
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-------
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type ==> float, 返回四舍五入后的值
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"""
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try:
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if isinstance(_float, np.float64):
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return new_round(float(_float), _len)
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elif isinstance(_float, float):
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if 'e' in str(_float).lower():
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return round(_float, _len)
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elif str(_float)[::-1].find('.') <= _len:
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return _float
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elif str(_float)[-1] == '5':
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return round(float(str(_float)[:-1] + '6'), _len)
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else:
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return round(_float, _len)
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elif isinstance(_float, str):
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_float = _float.replace(',', '')
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return new_round(float(_float), _len)
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else:
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return round(_float, _len)
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except Exception as e:
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pass
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class Book:
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def __init__(self, *args, **kwargs):
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self.wb = Workbook()
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self.wb.remove(self.wb.active)
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self.highlight = None
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self.project = kwargs.get('project', '')
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self.tag = kwargs.get('tag', '')
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self.tagname = kwargs.get('tagname', '')
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self.currency = kwargs.get('currency', '￥')
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self.time = kwargs.get('time', '')
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self.subtotal_str = '小计:' if kwargs.get('language', None) else 'Subtotal:'
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self.total_str = '总计:' if kwargs.get('language', None) else 'Total:'
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def save(self, file_name='freeze.xlsx'):
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self.wb.save(file_name)
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def workbook(self, name=None, index=False):
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name = name.replace(' ', '_')
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if name is None or index is True:
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wb = self.wb.create_sheet('ResourcesUsage', )
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wb.title = 'ResourcesUsage'
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else:
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wb = self.wb.create_sheet(name, ) # 在最后添加
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wb.title = name
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return wb
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def format_font(self, background_color="FFFFFF", font_color='2B2B2B', bold=True):
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if not self.highlight:
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self.highlight = NamedStyle(name = "highlight")
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self.highlight.fill = PatternFill("solid", fgColor = background_color) # 背景填充
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self.highlight.font = Font(name = '微软雅黑', size = 11, bold = bold, italic = False, strike = False,
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color = font_color)
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return self.highlight
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class Sheet:
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def __init__(self, _wb: Book, tag: str, table_first_data=None, table_second_data=None, table_data=None,
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index=False, **kwargs):
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self.border = None
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self.raw_wb = _wb
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self.wb = _wb.workbook(tag.replace(':', "_"), index=index)
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self.highlight = _wb.format_font
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self.tag = tag
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self.tagname = kwargs.get('tagname', None)
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self.title_first = []
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self.table_first_data = table_first_data
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self.table_data = table_data
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self.title_second = []
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self.table_second_data = table_second_data
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self.margin_left = 1
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self.margin_top = 5
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self.row_number = None
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def merge(self, left, right, top, down, color=None, value=None):
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"""
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:param left:
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:param right:
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:param top:
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:param down:
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:param color:
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:param value:
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:return:
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"""
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self.set_border(left, right, top, down)
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self.wb.merge_cells('%s%d:%s%d' % (chr(64 + left), top, chr(64 + right), down))
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subtotal = self.wb.cell(row=self.row_number, column=left)
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subtotal.style = self.highlight(color)
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if value:
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subtotal.value = value
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if not isinstance(value, str):
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subtotal.number_format = f'{self.raw_wb.currency}#,##0.00;{self.raw_wb.currency}-#,##0.00'
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subtotal.alignment = Alignment(horizontal='center', vertical='center')
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self.wb.row_dimensions[self.row_number].height = 20
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def fill_table(self, data: list, index_title: list, link=False, index=False):
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"""
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填充数据
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:param data:
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:param index_title:
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:return:
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"""
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for row in data:
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for k, value in enumerate(row):
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cell = self.wb.cell(row=self.row_number, column= k + self.margin_left + 1)
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cell.style = self.highlight(bold=False)
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cell.alignment = Alignment(
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horizontal = index_title[k].get('sub_horizontal', 'center'),
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vertical = 'center'
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)
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cell.border = self.my_border('thin', 'thin', 'thin', 'thin')
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self.wb.row_dimensions[self.row_number].height = 20
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if index_title[k].get('format'):
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cell.number_format = index_title[k].get('format')
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if k == 0 and link is True:
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cell.value = '=HYPERLINK("%s", "%s")' % (f'#{value.replace(" ", "_")}!B2', value)
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cell.font = Font(underline = 'single', color = '0563C1')
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else:
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cell.value = value
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# if index and k == 1:
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# cell.hyperlink = f'#{value.replace(" ", "_")}!B2'
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# cell.font = Font(underline = 'single', color = '0563C1')
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self.row_number += 1
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def fill_footer(self, footer_data: list, color='A9D08E'):
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"""
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填充角标
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:return:
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"""
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total = self.margin_left + 1
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for k, v in footer_data:
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# 合并每一个区域块
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self.merge(total, total + k - 1, self.row_number, self.row_number, value = v, color = color)
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# 标注网格线
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self.set_border(total, total + k - 1, self.row_number, self.row_number)
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total += k
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# 完成下移
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# 空行
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self.row_number += 1
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for i in range(2):
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self.wb.append([])
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self.row_number += 1
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def format_title(self, index_data: list):
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for i, title in enumerate(index_data):
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self.wb.column_dimensions[chr(65 + i + 1)].width = title.get('width', 20)
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cell = self.wb.cell(row = self.row_number, column = i + self.margin_left + 1)
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title_info = index_data[i]
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cell.value = title_info['title']
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cell.style = self.highlight(
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title_info['background_color'],
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font_color = title_info.get('font_color', '2B2B2B')
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)
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cell.alignment = Alignment(horizontal = 'center', vertical = 'center')
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self.set_border(self.margin_left + 1, len(index_data) + self.margin_left, self.row_number, self.row_number)
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self.row_number += 1
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def my_border(self, t_border, b_border, l_border, r_border):
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if self.border:
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return self.border
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else:
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self.border = Border(top=Side(border_style=t_border, color=colors.BLACK),
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bottom=Side(border_style=b_border, color=colors.BLACK),
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left=Side(border_style=l_border, color=colors.BLACK),
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right=Side(border_style=r_border, color=colors.BLACK))
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return self.border
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def redirect_index(self):
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cell = self.wb.cell(row = 1, column = 1)
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cell.style = self.highlight(bold = False)
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cell.border = self.my_border('thin', 'thin', 'thin', 'thin')
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self.wb.row_dimensions[self.row_number].height = 20
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cell.value = '=HYPERLINK("%s", "%s")' % (f'#ResourcesUsage!B2', "跳回首页")
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cell.font = Font(underline='single', color='0563C1')
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def set_border(self, left, right, top, down):
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for row in range(top, down + 1):
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for line in range(left, right + 1):
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cell = self.wb.cell(row = row, column = line)
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cell.border = self.my_border('thin', 'thin', 'thin', 'thin')
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cell.alignment = Alignment(horizontal = 'center', vertical = 'center')
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def fill_index(self, location='B2', title_index: list = None, title=None, bkg=None):
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if title:
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self.wb[location] = title
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else:
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self.wb[location] = self.raw_wb.project + ':' + self.raw_wb.time
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if bkg:
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self.wb[location].style = self.highlight(background_color = bkg)
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else:
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self.wb[location].style = self.highlight(background_color = 'D9D9D9')
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self.set_border(self.margin_left + 1, len(title_index) + self.margin_left, self.row_number,
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self.row_number)
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self.wb[location].border = self.my_border('thin', 'thin', 'thin', 'thin')
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self.wb[location].alignment = Alignment(horizontal = 'center', vertical = 'center')
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self.row_number += 1
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def set_solid_border(self, area):
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s_column = area[0]
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s_index = area[1]
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e_column = area[2]
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e_index = area[3]
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# 设置左框线
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for cell in self.wb[s_column][s_index - 1:e_index]:
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cell.border = Border(left=Side(border_style='thin', color=colors.BLACK))
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# 设置右框线
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for cell in self.wb[e_column][s_index - 1:e_index]:
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cell.border = Border(right=Side(border_style='thin', color=colors.BLACK))
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# # 设置上框线
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# for row in tuple(self.wb[s_column + str(s_index):e_column + str(s_index)]):
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# for cell in row:
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# cell.border = Border(top=Side(border_style='thin', color=colors.BLACK))
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# # 设置下框线
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# for row in tuple(self.wb[s_column + str(e_index):e_column + str(e_index)]):
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# for cell in row:
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# cell.border = Border(bottom=Side(border_style='thin', color=colors.BLACK))
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class IndexSheet(Sheet):
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def __init__(self, *args, **kwargs):
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kwargs['index'] = True
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super().__init__(*args, **kwargs)
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self.title_index = [
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{'title': 'NO.', 'background_color': "808080", "font_color": "FFFFFF", 'sub_horizontal': 'center',
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'width': 26},
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{'title': self.raw_wb.tagname, 'background_color': "808080", "font_color": "FFFFFF", 'width': 35},
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{'title': 'Total Cost', 'background_color': "808080", "font_color": "FFFFFF", 'sub_horizontal': 'center',
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'format': f'{self.raw_wb.currency}#,##0;{self.raw_wb.currency}-#,##0', 'width': 35},
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{'title': 'Percentage', 'background_color': "808080", "font_color": "FFFFFF", 'sub_horizontal': 'center',
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'width': 30},
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]
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self.margin_top = 7
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self.wb.sheet_view.showGridLines = False # 隐藏网络线
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self.wb.merge_cells('B8:E8')
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self.row_number = self.margin_top + 1
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self.wb.merge_cells('A1:G1')
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self.wb.merge_cells('B2:E4')
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b2 = self.wb.cell(row=2, column=2)
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b2.value = 'The Monthly Bill for AWS {}'.format(self.raw_wb.project.split('-')[1])
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fontObj2 = Font(bold=False, italic=False, size=20)
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b2.font = fontObj2
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b2.alignment = Alignment(horizontal='center', vertical='center')
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b5 = self.wb.cell(row=5, column=2)
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b5.value = 'Billing duration：'
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b5.style = self.highlight(background_color='FFFF00', bold=False)
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c5 = self.wb.cell(row=5, column=3)
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c5.style = self.highlight(bold=False)
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b6 = self.wb.cell(row=6, column=2)
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b6.value = 'Tag＝%s' % self.tagname
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d5 = self.wb.cell(row=5, column=4)
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d5.value = self.raw_wb.time
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self.wb.sheet_properties.tabColor = "FF0000"
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def run(self):
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# 第二行
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self.fill_index(location="B8", title_index=self.title_index)
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# title行
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self.format_title(self.title_index)
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total_cost = sum([v for _, v in self.table_data.items()])
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self.fill_data = []
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num = 1
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for k, v in self.table_data.items():
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self.fill_data.append([num, k, v, "%.2f%%" % (v / total_cost * 100)])
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num += 1
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# 填充数据行
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self.fill_table(data=self.fill_data, index_title=self.title_index, index=True)
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self.set_border(2, len(self.title_index) + self.margin_left, self.row_number, self.row_number)
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# 总计行
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self.fill_footer([(2, self.raw_wb.total_str), (1, total_cost)])
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self.bar_chart()
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self.pie_chart()
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# self.set_solid_border(['K', 2, 'M', 5])
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def bar_chart(self):
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chart = BarChart()
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chart.type = "col"
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chart.style = 10
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chart.title = "Expense Summary"
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# chart.y_axis.title = 'number'
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# chart.x_axis.title = 'Tag'
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chart.height = 9
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chart.width = 24
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chart.dLbls = label.DataLabelList()
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chart.dLbls.showVal = True
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data = Reference(self.wb, min_col=4, min_row=9, max_row=9 + len(self.fill_data))
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cats = Reference(self.wb, min_col=3, min_row=10, max_row=9 + len(self.fill_data))
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chart.add_data(data, titles_from_data=True)
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chart.set_categories(cats)
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chart.shape = 4
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self.wb.add_chart(chart, "B{}".format(self.row_number))
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def pie_chart(self):
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pie = PieChart()
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pie.height = 9
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pie.width = 24
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pie.dLbls = label.DataLabelList()
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# pie.dLbls.showVal = True
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pie.dLbls.showPercent = True
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pie.dLbls.showCatName = True
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labels = Reference(self.wb, min_col=3, min_row=10, max_row=9 + len(self.fill_data))
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data = Reference(self.wb, min_col=4, min_row=9, max_row=9 + len(self.fill_data))
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pie.add_data(data, titles_from_data=True)
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pie.set_categories(labels)
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pie.title = "Expense Distribution"
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self.wb.add_chart(pie, "B{}".format(self.row_number + 19))
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class AppSheet(Sheet):
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def __init__(self, *args, **kwargs):
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super().__init__(*args, **kwargs)
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self.title_first = [
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{'title': 'NO.', 'background_color': "808080", "font_color": "FFFFFF", 'sub_horizontal': 'center',
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'width': 5},
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{'title': 'Name', 'background_color': "808080", "font_color": "FFFFFF", 'sub_horizontal': 'left',
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'width': 30},
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{'title': 'Product', 'background_color': "1F4E78", "font_color": "FFFFFF", 'sub_horizontal': 'left',
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'width': 30},
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{'title': 'Resource Cost', 'format': f'{self.raw_wb.currency}#,##0.00;{self.raw_wb.currency}-#,##0.00',
|
|
|
'background_color': "D9D9D9",
|
|
|
'sub_horizontal': 'right', 'width': 20},
|
|
|
{'title': 'Other Resource', 'background_color': "1F4E78", "font_color": "FFFFFF", 'width': 30},
|
|
|
{'title': 'Resource Cost', 'format': f'{self.raw_wb.currency}#,##0.00;{self.raw_wb.currency}-#,##0.00',
|
|
|
'background_color': "D9D9D9", 'width': 15},
|
|
|
{'title': 'Data Transfer', 'format': f'{self.raw_wb.currency}#,##0.00;{self.raw_wb.currency}-#,##0.00',
|
|
|
'background_color': "D9D9D9",
|
|
|
'sub_horizontal': 'right', 'width': 15},
|
|
|
{'title': 'Total Cost', 'format': f'{self.raw_wb.currency}#,##0.00;{self.raw_wb.currency}-#,##0.00',
|
|
|
'background_color': "D9D9D9",
|
|
|
'sub_horizontal': 'right', 'width': 15},
|
|
|
{'title': 'Application', 'background_color': "808080", "font_color": "FFFFFF", 'width': 20},
|
|
|
{'title': 'Owner', 'background_color': "808080", "font_color": "FFFFFF", 'width': 10},
|
|
|
{'title': 'Remarks', 'background_color': "808080", "font_color": "FFFFFF", 'width': 10},
|
|
|
]
|
|
|
self.title_second = [
|
|
|
{"title": 'NO.', 'background_color': "808080", "font_color": "FFFFFF", 'width': 5},
|
|
|
{"title": 'Name', 'background_color': "808080", "font_color": "FFFFFF", 'width': 30},
|
|
|
{"title": 'Product', 'background_color': "1F4E78", "font_color": "FFFFFF", 'width': 30},
|
|
|
{"title": 'Resource Cost', 'background_color': "D9D9D9", 'width': 20,
|
|
|
'format': f'{self.raw_wb.currency}#,##0.00;{self.raw_wb.currency}-#,##0.00', },
|
|
|
{"title": 'Total Cost', 'background_color': "D9D9D9", 'width': 30,
|
|
|
'format': f'{self.raw_wb.currency}#,##0.00;{self.raw_wb.currency}-#,##0.00', },
|
|
|
{"title": self.tagname, 'background_color': "808080", "font_color": "FFFFFF", 'width': 20},
|
|
|
]
|
|
|
self.wb.sheet_view.showGridLines = False # 隐藏网络线
|
|
|
# self.wb.freeze_panes = 'C4' # 冻结窗口
|
|
|
self.wb.merge_cells('B3:L5')
|
|
|
b3 = self.wb.cell(row=3, column=2)
|
|
|
b3.value = '{} program fee details'.format(self.tag)
|
|
|
fontObj2 = Font(bold=False, italic=False, size=20)
|
|
|
b3.font = fontObj2
|
|
|
b3.alignment = Alignment(horizontal='center', vertical='center')
|
|
|
self.wb.merge_cells('B6:L6')
|
|
|
self.row_number = self.margin_top + 1
|
|
|
|
|
|
def run(self):
|
|
|
# 第二行
|
|
|
self.fill_index(location='B6', title_index=self.title_first)
|
|
|
# title行
|
|
|
self.format_title(self.title_first)
|
|
|
# 填充数据行
|
|
|
total_1 = new_round(sum([item[-4] for item in self.table_first_data]), 6)
|
|
|
# 格式化 符号
|
|
|
for i in range(len(self.table_first_data)):
|
|
|
self.table_first_data[i][3] = self.table_first_data[i][3]
|
|
|
self.table_first_data[i][5] = self.table_first_data[i][5]
|
|
|
self.table_first_data[i][6] = self.table_first_data[i][6]
|
|
|
self.table_first_data[i][7] = self.table_first_data[i][7]
|
|
|
self.fill_table(data = self.table_first_data, index_title = self.title_first)
|
|
|
self.set_border(2, len(self.title_first) + self.margin_left, self.row_number, self.row_number)
|
|
|
# 小计行
|
|
|
self.fill_footer([(len(self.title_first) - 4, self.raw_wb.subtotal_str), (4, total_1)])
|
|
|
# 第二个表格
|
|
|
self.format_title(self.title_second)
|
|
|
start = self.row_number
|
|
|
total_2 = new_round(sum([item[3] for item in self.table_second_data]), 6)
|
|
|
total_3 = new_round(sum([item[4] for item in self.table_second_data]), 6)
|
|
|
|
|
|
# 格式化 符号
|
|
|
for i in range(len(self.table_second_data)):
|
|
|
self.table_second_data[i][3] = self.table_second_data[i][3]
|
|
|
self.table_second_data[i][4] = self.table_second_data[i][4]
|
|
|
|
|
|
self.fill_table(self.table_second_data, index_title = self.title_second)
|
|
|
end = self.row_number - 1
|
|
|
if end > start:
|
|
|
self.wb.merge_cells(
|
|
|
'%s%d:%s%d' % (chr(64 + self.margin_left + 2), start, chr(64 + self.margin_left + 2), end))
|
|
|
# 小计行
|
|
|
self.fill_footer([(3, self.raw_wb.subtotal_str), (1, total_2), (1, total_3)])
|
|
|
# 总计行
|
|
|
self.fill_footer([
|
|
|
(len(self.title_first) - 2, self.raw_wb.total_str),
|
|
|
(2, new_round(float(total_1) + float(total_3), 2))
|
|
|
], color = 'FFC000')
|
|
|
# self.redirect_index()
|
|
|
# self.set_solid_border(['A', 2, 'M', 95])
|
|
|
|
|
|
|
|
|
class OtherSheet(Sheet):
|
|
|
|
|
|
def __init__(self, *args, **kwargs):
|
|
|
super().__init__(*args, **kwargs)
|
|
|
self.title_index = [
|
|
|
{'title': 'LinkedAccountId', 'background_color': "808080", "font_color": "FFFFFF", 'width': 20,
|
|
|
'sub_horizontal': 'left'},
|
|
|
{'title': 'Product', 'background_color': "808080", "font_color": "FFFFFF", 'sub_horizontal': 'left',
|
|
|
'width': 40, },
|
|
|
{'title': 'ItemDescription', 'background_color': "808080", "font_color": "FFFFFF", 'width': 60,
|
|
|
'sub_horizontal': 'left'},
|
|
|
{'title': 'UnBlendedCost', 'background_color': "808080", "font_color": "FFFFFF", 'sub_horizontal': 'right',
|
|
|
'width': 20, 'format': f'{self.raw_wb.currency}#,##0.00;{self.raw_wb.currency}-#,##0.00', },
|
|
|
]
|
|
|
self.margin_top = 5
|
|
|
self.wb.sheet_view.showGridLines = False # 隐藏网络线
|
|
|
self.row_number = self.margin_top + 1
|
|
|
# self.wb.freeze_panes = 'B3' # 冻结窗口
|
|
|
self.wb.merge_cells('B3:E5')
|
|
|
b3 = self.wb.cell(row=3, column=2)
|
|
|
b3.value = 'Others resource cost program fee details'
|
|
|
fontObj2 = Font(bold=False, italic=False, size=20)
|
|
|
b3.font = fontObj2
|
|
|
b3.alignment = Alignment(horizontal='center', vertical='center')
|
|
|
|
|
|
def run(self, ):
|
|
|
# title行
|
|
|
self.format_title(self.title_index)
|
|
|
# 填充数据行
|
|
|
self.fill_table(data=self.table_data, index_title=self.title_index)
|
|
|
self.set_border(2, len(self.title_index) + self.margin_left, self.row_number, self.row_number)
|
|
|
# 总计行
|
|
|
self.fill_footer([(3, self.raw_wb.total_str), (1, sum([item[3] for item in self.table_data]))])
|
|
|
|
|
|
class Custom_Excel(object):
|
|
|
|
|
|
def __init__(self, *args, **kwargs):
|
|
|
self.project = kwargs.get('project', None)
|
|
|
self.tag = kwargs.get('tag', None)
|
|
|
self.tagname = self.tag.split(':')[-1]
|
|
|
self.csv_list = kwargs.get('csv_list', [])
|
|
|
|
|
|
def get_data(self):
|
|
|
_tag_dict = {
|
|
|
'Shaklee-Singapore': sg_tag_dict,
|
|
|
'Shaklee-Beijing': bj_tag_dict,
|
|
|
}
|
|
|
tag_data = _tag_dict.get(self.project, bj_tag_dict)
|
|
|
df = pd.DataFrame()
|
|
|
for _csv in self.csv_list:
|
|
|
if _csv:
|
|
|
csv_data = pd.read_csv(
|
|
|
_csv,
|
|
|
sep=',',
|
|
|
encoding='utf-8',
|
|
|
skiprows=[0, ], # 默认要删除第一行
|
|
|
dtype={'LinkedAccountId': np.object}
|
|
|
)
|
|
|
df = pd.concat([df, csv_data], axis=0)
|
|
|
df = df[(df['RecordType'] == 'PayerLineItem') & (df['ProductName'].notna())]
|
|
|
# df['LinkedAccountId'] = df['LinkedAccountId'].apply(lambda x: int(x))
|
|
|
df[self.tag] = df[self.tag].fillna('Other')
|
|
|
df[self.tag] = df[self.tag].apply(lambda x: tag_data.get(x.lower(), ''))
|
|
|
df['user:Name'] = df['user:Name'].fillna('other')
|
|
|
tag_df = df[df[self.tag] != 'Others']
|
|
|
other_df = df[df[self.tag] == 'Others']
|
|
|
tag_result = tag_df.groupby(by=[self.tag, 'user:Name', 'ProductName']).agg({'TotalCost': 'sum'})
|
|
|
other_result = other_df.groupby(by=['LinkedAccountId', 'ProductName', 'ItemDescription']).agg({'TotalCost': 'sum'})
|
|
|
tags_dict = tag_result.to_dict(orient='dict')
|
|
|
other_dict = other_result.to_dict(orient='dict')
|
|
|
return tags_dict, other_dict
|
|
|
|
|
|
def create_excel(self):
|
|
|
start_dt, end_dt = self.get_period()
|
|
|
currency = '￥'
|
|
|
if self.project == 'Shaklee-Singapore':
|
|
|
currency = '$'
|
|
|
sheet = Book(
|
|
|
project=self.project,
|
|
|
tag=self.tag,
|
|
|
tagname=self.tagname,
|
|
|
time='{}_{}'.format(start_dt, end_dt),
|
|
|
currency=currency
|
|
|
# language='zh'
|
|
|
)
|
|
|
tag_data, other_data = self.get_data()
|
|
|
data = tag_data['TotalCost']
|
|
|
other = other_data['TotalCost']
|
|
|
order_other = collections.OrderedDict(sorted(other.items(), key=lambda t:t[1], reverse=True))
|
|
|
other_list = []
|
|
|
for k, v in order_other.items():
|
|
|
other_list.append([k[0], k[1], k[2], v])
|
|
|
name_list = defaultdict(set)
|
|
|
table_data = defaultdict(float)
|
|
|
tag_dict = defaultdict(list)
|
|
|
other_dict = defaultdict(list)
|
|
|
for k, v in data.items():
|
|
|
table_data[k[0]] += v
|
|
|
if k[2] != 'AWS Data Transfer' and k[1] != 'other':
|
|
|
if k[1] in name_list[k[0]]:
|
|
|
for i in tag_dict[k[0]]:
|
|
|
if i[0] == k[1]:
|
|
|
i[3] = k[2]
|
|
|
i[4] += float(v)
|
|
|
i[6] += float(v)
|
|
|
else:
|
|
|
data_transfer = data.get((k[0], k[1], 'AWS Data Transfer'), 0.00)
|
|
|
total = float(v) + float(data_transfer)
|
|
|
tag_dict[k[0]].append([k[1], k[2], v, '', 0.00, data_transfer, total, self.tagname, '', ''])
|
|
|
name_list[k[0]].add(k[1])
|
|
|
elif k[1] == 'other':
|
|
|
other_dict[k[0]].append([k[1], k[2], 0.00, v, self.tagname])
|
|
|
for k, v in other.items():
|
|
|
table_data['Others'] += v
|
|
|
result = collections.OrderedDict(sorted(table_data.items(), key=lambda t: t[1], reverse=True))
|
|
|
IndexSheet(sheet, self.tag, table_data=result, tagname=self.tagname).run()
|
|
|
for _, value_list in tag_dict.items():
|
|
|
for i in range(len(value_list)):
|
|
|
value_list[i].insert(0, i+1)
|
|
|
for _, value_list in other_dict.items():
|
|
|
for i in range(len(value_list)):
|
|
|
value_list[i].insert(0, i+1)
|
|
|
for i in result:
|
|
|
if i == 'Others':
|
|
|
continue
|
|
|
app = AppSheet(sheet, i, tagname=self.tagname)
|
|
|
app.table_first_data = tag_dict[i]
|
|
|
app.table_second_data = other_dict[i]
|
|
|
app.run()
|
|
|
other_display = 'OtherNullTagResource'
|
|
|
OtherSheet(sheet, other_display, table_data=other_list, tagname=self.tagname).run()
|
|
|
sheet.save(os.path.join('./', '{}-{}账单.xlsx'.format(self.project, self.data_month)))
|
|
|
print('数据处理完成')
|
|
|
|
|
|
def get_period(self):
|
|
|
data = self.csv_list[0]
|
|
|
self.data_month = data[-11:-4]
|
|
|
date = datetime.datetime.strptime(self.data_month, "%Y-%m")
|
|
|
later = date.strftime("%Y-%m-%d")
|
|
|
days = calendar.monthrange(date.year, date.month)
|
|
|
later1dt = date + datetime.timedelta(days[1] - 1)
|
|
|
later1 = later1dt.strftime("%Y-%m-%d")
|
|
|
return later, later1
|
|
|
|
|
|
class Custom_Ningxia_Excel(Custom_Excel):
|
|
|
|
|
|
def get_data(self):
|
|
|
df = pd.DataFrame()
|
|
|
for _csv in self.csv_list:
|
|
|
if _csv:
|
|
|
csv_data = pd.read_csv(
|
|
|
_csv,
|
|
|
sep=',',
|
|
|
encoding='utf-8',
|
|
|
skiprows=[0, ], # 默认要删除第一行
|
|
|
dtype={'LinkedAccountId': np.object}
|
|
|
)
|
|
|
df = pd.concat([df, csv_data], axis=0)
|
|
|
df = df[(df['RecordType'] == 'PayerLineItem') & (df['ProductName'].notna())]
|
|
|
df['user:Name'] = df['user:Name'].fillna('other')
|
|
|
tag_result = df.groupby(by=['ProductCode', 'ProductName', 'user:Name']).agg({'TotalCost': 'sum'})
|
|
|
tags_dict = tag_result.to_dict(orient='dict')
|
|
|
return tags_dict
|
|
|
|
|
|
def create_excel(self):
|
|
|
start_dt, end_dt = self.get_period()
|
|
|
sheet = Book(
|
|
|
project=self.project,
|
|
|
tag=self.tag,
|
|
|
tagname=self.tagname,
|
|
|
time='{}_{}'.format(start_dt, end_dt),
|
|
|
)
|
|
|
tag_data = self.get_data()
|
|
|
data = tag_data['TotalCost']
|
|
|
name_list = defaultdict(set)
|
|
|
table_data = defaultdict(float)
|
|
|
tag_dict = defaultdict(list)
|
|
|
other_dict = defaultdict(list)
|
|
|
for k, v in data.items():
|
|
|
table_data[k[0]] += v
|
|
|
if k[1] != 'AWS Data Transfer' and k[2] != 'other':
|
|
|
if k[2] in name_list[k[0]]:
|
|
|
for i in tag_dict[k[0]]:
|
|
|
if i[0] == k[1]:
|
|
|
i[3] = k[2]
|
|
|
i[4] += float(v)
|
|
|
i[6] += float(v)
|
|
|
else:
|
|
|
data_transfer = data.get((k[0], k[1], 'AWS Data Transfer'), 0.00)
|
|
|
total = float(v) + float(data_transfer)
|
|
|
tag_dict[k[0]].append([k[2], k[1], v, '', 0.00, data_transfer, total, self.tag, '', ''])
|
|
|
name_list[k[0]].add(k[1])
|
|
|
elif k[2] == 'other':
|
|
|
other_dict[k[0]].append([k[2], k[1], 0.00, v, self.tag])
|
|
|
result = collections.OrderedDict(sorted(table_data.items(), key=lambda t: t[1], reverse=True))
|
|
|
IndexSheet(sheet, self.tag, table_data=result, tagname=self.tagname).run()
|
|
|
for _, value_list in tag_dict.items():
|
|
|
for i in range(len(value_list)):
|
|
|
value_list[i].insert(0, i+1)
|
|
|
for _, value_list in other_dict.items():
|
|
|
for i in range(len(value_list)):
|
|
|
value_list[i].insert(0, i+1)
|
|
|
for i in result:
|
|
|
if i == 'Others':
|
|
|
continue
|
|
|
app = AppSheet(sheet, i, tagname=self.tagname)
|
|
|
app.table_first_data = tag_dict[i]
|
|
|
app.table_second_data = other_dict[i]
|
|
|
app.run()
|
|
|
sheet.save(os.path.join('./', '{}-{}账单.xlsx'.format(self.project, self.data_month)))
|
|
|
print('数据处理完成')
|
|
|
|
|
|
|
|
|
|
|
|
if __name__ == '__main__':
|
|
|
csv_list = ['314136173648-aws-cost-allocation-ACTS-2022-03.csv']
|
|
|
project = 'Shaklee-Beijing' # Shaklee-Beijing Shaklee-Singapore Shaklee-Ningxia
|
|
|
tag = 'user:AppEnv' # user:AppEnv user:Location
|
|
|
Custom_Excel(csv_list=csv_list, project=project, tag=tag).create_excel()
|
|
|
nx_csv1 = ['314136173648-aws-cost-allocation-ACTS-Ningxia-2022-03.csv']
|
|
|
project1 = 'Shaklee-Ningxia' # Shaklee-Beijing Shaklee-Singapore Shaklee-Ningxia
|
|
|
tag1 = 'ProductCode'
|
|
|
Custom_Ningxia_Excel(csv_list=nx_csv1, project=project1, tag=tag1).create_excel()
|
|
|
csv_list2 = ['933673652629-aws-cost-allocation-ACTS-2022-03.csv']
|
|
|
project2 = 'Shaklee-Singapore' # Shaklee-Beijing Shaklee-Singapore Shaklee-Ningxia
|
|
|
tag2 = 'user:Location' # user:AppEnv user:Location
|
|
|
Custom_Excel(csv_list=csv_list2, project=project2, tag=tag2).create_excel();
|
