415 lines
17 KiB
Python
415 lines
17 KiB
Python
import base64
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import uuid
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import os
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from openpyxl.chart import (
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LineChart,
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Reference,
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)
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from openpyxl.chart.label import DataLabelList
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from openpyxl.styles import PatternFill, Border, Side, Alignment, Font
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from openpyxl.drawing.image import Image
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from openpyxl import Workbook
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####################################################################################################################
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# PROCEDURES
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# Step 1: Validate the report data
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# Step 2: Generate excel file
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# Step 3: Encode the excel file bytes to Base64
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####################################################################################################################
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def export(report,
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name,
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reporting_start_datetime_local,
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reporting_end_datetime_local,
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period_type):
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####################################################################################################################
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# Step 1: Validate the report data
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####################################################################################################################
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if report is None:
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return None
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print(report)
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####################################################################################################################
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# Step 2: Generate excel file from the report data
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####################################################################################################################
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filename = generate_excel(report,
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name,
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reporting_start_datetime_local,
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reporting_end_datetime_local,
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period_type)
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####################################################################################################################
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# Step 3: Encode the excel file to Base64
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####################################################################################################################
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try:
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with open(filename, 'rb') as binary_file:
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binary_file_data = binary_file.read()
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except IOError as ex:
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pass
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# Base64 encode the bytes
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base64_encoded_data = base64.b64encode(binary_file_data)
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# get the Base64 encoded data using human-readable characters.
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base64_message = base64_encoded_data.decode('utf-8')
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# delete the file from server
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try:
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os.remove(filename)
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except NotImplementedError as ex:
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pass
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return base64_message
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def generate_excel(report,
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name,
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reporting_start_datetime_local,
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reporting_end_datetime_local,
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period_type):
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wb = Workbook()
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ws = wb.active
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# Row height
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ws.row_dimensions[1].height = 102
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for i in range(2, 2000 + 1):
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ws.row_dimensions[i].height = 42
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# Col width
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ws.column_dimensions['A'].width = 1.5
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ws.column_dimensions['B'].width = 25.0
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for i in range(ord('C'), ord('L')):
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ws.column_dimensions[chr(i)].width = 15.0
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# Font
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name_font = Font(name='Constantia', size=15, bold=True)
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title_font = Font(name='宋体', size=15, bold=True)
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# data_font = Font(name='Franklin Gothic Book', size=11)
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table_fill = PatternFill(fill_type='solid', fgColor='1F497D')
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f_border = Border(left=Side(border_style='medium', color='00000000'),
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right=Side(border_style='medium', color='00000000'),
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bottom=Side(border_style='medium', color='00000000'),
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top=Side(border_style='medium', color='00000000')
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)
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b_border = Border(
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bottom=Side(border_style='medium', color='00000000'),
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)
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b_c_alignment = Alignment(vertical='bottom',
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horizontal='center',
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text_rotation=0,
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wrap_text=False,
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shrink_to_fit=False,
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indent=0)
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c_c_alignment = Alignment(vertical='center',
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horizontal='center',
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text_rotation=0,
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wrap_text=False,
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shrink_to_fit=False,
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indent=0)
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b_r_alignment = Alignment(vertical='bottom',
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horizontal='right',
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text_rotation=0,
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wrap_text=False,
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shrink_to_fit=False,
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indent=0)
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# Img
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img = Image("excelexporters/myems.png")
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# img = Image("myems.png")
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img.width = img.width * 0.85
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img.height = img.height * 0.85
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ws.add_image(img, 'B1')
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# Title
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ws['B3'].font = name_font
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ws['B3'].alignment = b_r_alignment
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ws['B3'] = 'Name:'
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ws['C3'].border = b_border
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ws['C3'].alignment = b_c_alignment
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ws['C3'].font = name_font
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ws['C3'] = name
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ws['D3'].font = name_font
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ws['D3'].alignment = b_r_alignment
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ws['D3'] = 'Period:'
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ws['E3'].border = b_border
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ws['E3'].alignment = b_c_alignment
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ws['E3'].font = name_font
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ws['E3'] = period_type
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ws['F3'].font = name_font
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ws['F3'].alignment = b_r_alignment
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ws['F3'] = 'Date:'
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ws['G3'].border = b_border
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ws['G3'].alignment = b_c_alignment
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ws['G3'].font = name_font
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ws['G3'] = reporting_start_datetime_local + "__" + reporting_end_datetime_local
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ws.merge_cells("G3:H3")
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if "reporting_period" not in report.keys() or \
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"names" not in report['reporting_period'].keys() or len(report['reporting_period']['names']) == 0:
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filename = str(uuid.uuid4()) + '.xlsx'
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wb.save(filename)
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return filename
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#################################################
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# First: 统计分析
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# 6: title
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# 7: table title
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# 8~ca_len table_data
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#################################################
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reporting_period_data = report['reporting_period']
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has_energy_data_flag = True
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if "names" not in reporting_period_data.keys() or \
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reporting_period_data['names'] is None or \
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len(reporting_period_data['names']) == 0:
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has_energy_data_flag = False
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filename = str(uuid.uuid4()) + '.xlsx'
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wb.save(filename)
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return filename
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if has_energy_data_flag:
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ws['B6'].font = title_font
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ws['B6'] = name + ' 统计分析'
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category = reporting_period_data['names']
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# table_title
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ws['B7'].fill = table_fill
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ws['B7'].font = title_font
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ws['B7'].alignment = c_c_alignment
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ws['B7'] = '报告期'
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ws['B7'].border = f_border
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ws['C7'].font = title_font
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ws['C7'].alignment = c_c_alignment
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ws['C7'] = '算术平均数'
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ws['C7'].border = f_border
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ws['D7'].font = title_font
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ws['D7'].alignment = c_c_alignment
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ws['D7'] = '中位数'
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ws['D7'].border = f_border
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ws['E7'].font = title_font
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ws['E7'].alignment = c_c_alignment
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ws['E7'] = '最小值'
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ws['E7'].border = f_border
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ws['F7'].font = title_font
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ws['F7'].alignment = c_c_alignment
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ws['F7'] = '最大值'
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ws['F7'].border = f_border
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ws['G7'].font = title_font
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ws['G7'].alignment = c_c_alignment
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ws['G7'] = '样本标准差'
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ws['G7'].border = f_border
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ws['H7'].font = title_font
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ws['H7'].alignment = c_c_alignment
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ws['H7'] = '样本方差'
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ws['H7'].border = f_border
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# table_data
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for i, value in enumerate(category):
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row = i * 2 + 8
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ws['B' + str(row)].font = name_font
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ws['B' + str(row)].alignment = c_c_alignment
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ws['B' + str(row)] = reporting_period_data['names'][i] + " (" + reporting_period_data['units'][i] + " )"
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ws['B' + str(row)].border = f_border
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ws['B' + str(row + 1)].font = name_font
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ws['B' + str(row + 1)].alignment = c_c_alignment
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ws['B' + str(row + 1)] = "环比"
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ws['B' + str(row + 1)].border = f_border
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ws['C' + str(row)].font = name_font
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ws['C' + str(row)].alignment = c_c_alignment
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ws['C' + str(row)] = reporting_period_data['means'][i] \
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if reporting_period_data['means'][i] is not None else ''
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ws['C' + str(row)].border = f_border
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ws['C' + str(row)].number_format = '0.00'
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ws['C' + str(row + 1)].font = name_font
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ws['C' + str(row + 1)].alignment = c_c_alignment
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ws['C' + str(row + 1)] = str(round(reporting_period_data['means_increment_rate'][i] * 100, 2)) + "%" \
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if reporting_period_data['means_increment_rate'][i] is not None else '0.00%'
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ws['C' + str(row + 1)].border = f_border
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ws['D' + str(row)].font = name_font
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ws['D' + str(row)].alignment = c_c_alignment
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ws['D' + str(row)] = reporting_period_data['medians'][i] \
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if reporting_period_data['medians'][i] is not None else ''
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ws['D' + str(row)].border = f_border
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ws['D' + str(row)].number_format = '0.00'
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ws['D' + str(row + 1)].font = name_font
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ws['D' + str(row + 1)].alignment = c_c_alignment
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ws['D' + str(row + 1)] = str(round(reporting_period_data['medians_increment_rate'][i] * 100, 2)) + "%" \
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if reporting_period_data['medians_increment_rate'][i] is not None else '0.00%'
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ws['D' + str(row + 1)].border = f_border
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ws['E' + str(row)].font = name_font
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ws['E' + str(row)].alignment = c_c_alignment
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ws['E' + str(row)] = reporting_period_data['minimums'][i] \
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if reporting_period_data['minimums'][i] is not None else ''
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ws['E' + str(row)].border = f_border
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ws['E' + str(row)].number_format = '0.00'
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ws['E' + str(row + 1)].font = name_font
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ws['E' + str(row + 1)].alignment = c_c_alignment
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ws['E' + str(row + 1)] = str(round(reporting_period_data['minimums_increment_rate'][i] * 100, 2)) + "%" \
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if reporting_period_data['minimums_increment_rate'][i] is not None else '0.00%'
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ws['E' + str(row + 1)].border = f_border
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ws['F' + str(row)].font = name_font
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ws['F' + str(row)].alignment = c_c_alignment
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ws['F' + str(row)] = reporting_period_data['maximums'][i] \
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if reporting_period_data['maximums'][i] is not None else ''
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ws['F' + str(row)].border = f_border
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ws['F' + str(row)].number_format = '0.00'
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ws['F' + str(row + 1)].font = name_font
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ws['F' + str(row + 1)].alignment = c_c_alignment
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ws['F' + str(row + 1)] = str(round(reporting_period_data['maximums_increment_rate'][i] * 100, 2)) + "%" \
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if reporting_period_data['maximums_increment_rate'][i] is not None else '0.00%'
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ws['F' + str(row + 1)].border = f_border
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ws['G' + str(row)].font = name_font
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ws['G' + str(row)].alignment = c_c_alignment
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ws['G' + str(row)] = reporting_period_data['stdevs'][i] \
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if reporting_period_data['stdevs'][i] is not None else ''
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ws['G' + str(row)].border = f_border
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ws['G' + str(row)].number_format = '0.00'
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ws['G' + str(row + 1)].font = name_font
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ws['G' + str(row + 1)].alignment = c_c_alignment
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ws['G' + str(row + 1)] = str(round(reporting_period_data['stdevs_increment_rate'][i] * 100, 2)) + "%" \
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if reporting_period_data['stdevs_increment_rate'][i] is not None else '0.00%'
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ws['G' + str(row + 1)].border = f_border
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ws['H' + str(row)].font = name_font
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ws['H' + str(row)].alignment = c_c_alignment
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ws['H' + str(row)] = reporting_period_data['variances'][i] \
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if reporting_period_data['variances'][i] is not None else ''
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ws['H' + str(row)].border = f_border
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ws['H' + str(row)].number_format = '0.00'
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ws['H' + str(row + 1)].font = name_font
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ws['H' + str(row + 1)].alignment = c_c_alignment
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ws['H' + str(row + 1)] = str(round(reporting_period_data['variances_increment_rate'][i] * 100, 2)) + "%" \
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if reporting_period_data['variances_increment_rate'][i] is not None else '0.00%'
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ws['H' + str(row + 1)].border = f_border
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########################################################
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# Second: 详细数据
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# analysis_end_row_number+1~ analysis_end_row_number+1+line_charts_row_number+: line
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# detailed_start_row_number~ : the detailed data table
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########################################################
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has_timestamps_flag = True
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if "timestamps" not in reporting_period_data.keys() or \
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reporting_period_data['timestamps'] is None or \
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len(reporting_period_data['timestamps']) == 0:
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has_timestamps_flag = False
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if has_timestamps_flag:
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timestamps = reporting_period_data['timestamps'][0]
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values = reporting_period_data['values']
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names = reporting_period_data['names']
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ca_len = len(names)
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time_len = len(timestamps)
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# the detailed title
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line_charts_row_number = 6 * ca_len + 1
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analysis_end_row_number = 9 + 2 * ca_len
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detailed_start_row_number = analysis_end_row_number + line_charts_row_number
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ws['B' + str(detailed_start_row_number)].font = title_font
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ws['B' + str(detailed_start_row_number)] = name + ' 详细数据'
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# the detailed table_title
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ws['B' + str(detailed_start_row_number + 1)].fill = table_fill
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ws['B' + str(detailed_start_row_number + 1)].font = name_font
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ws['B' + str(detailed_start_row_number + 1)].alignment = c_c_alignment
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ws['B' + str(detailed_start_row_number + 1)] = "时间"
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ws['B' + str(detailed_start_row_number + 1)].border = f_border
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for i in range(0, ca_len):
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col = chr(ord('C') + i)
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ws[col + str(detailed_start_row_number + 1)].font = name_font
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ws[col + str(detailed_start_row_number + 1)].alignment = c_c_alignment
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ws[col + str(detailed_start_row_number + 1)] = names[i] + " - (" + reporting_period_data['units'][i] + ")"
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ws[col + str(detailed_start_row_number + 1)].border = f_border
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# the detailed table_date
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for i in range(0, time_len):
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rows = i + detailed_start_row_number + 2
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ws['B' + str(rows)].font = name_font
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ws['B' + str(rows)].alignment = c_c_alignment
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ws['B' + str(rows)] = timestamps[i]
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ws['B' + str(rows)].border = f_border
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for index in range(0, ca_len):
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col = chr(ord('C') + index)
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ws[col + str(rows)].font = name_font
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ws[col + str(rows)].alignment = c_c_alignment
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ws[col + str(rows)] = values[index][i]
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ws[col + str(rows)].number_format = '0.00'
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ws[col + str(rows)].border = f_border
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# 小计
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row_subtotals = detailed_start_row_number + 2 + time_len
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ws['B' + str(row_subtotals)].font = name_font
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ws['B' + str(row_subtotals)].alignment = c_c_alignment
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ws['B' + str(row_subtotals)] = "小计"
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ws['B' + str(row_subtotals)].border = f_border
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for i in range(0, ca_len):
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col = chr(ord('C') + i)
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ws[col + str(row_subtotals)].font = name_font
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ws[col + str(row_subtotals)].alignment = c_c_alignment
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ws[col + str(row_subtotals)] = reporting_period_data['subtotals'][i]
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ws[col + str(row_subtotals)].border = f_border
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ws[col + str(row_subtotals)].number_format = '0.00'
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########################################################
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# third: LineChart
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# LineChart requires data from the detailed data table in the Excel file
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# so print the detailed data table first and then print LineChart
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########################################################
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for i in range(0, ca_len):
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line = LineChart()
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line.title = "报告期消耗" + " - " + names[i] + "(" + reporting_period_data['units'][i] + ")"
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line.style = 10
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line.height = 8.40 # cm 1.05*8 1.05cm = 30 pt
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line.width = 24
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line.x_axis.majorTickMark = 'in'
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line.y_axis.majorTickMark = 'in'
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line.dLbls = DataLabelList()
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line.dLbls.dLblPos = 't'
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line.dLbls.showVal = True
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times = Reference(ws, min_col=2, min_row=detailed_start_row_number + 2,
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max_row=detailed_start_row_number + 2 + time_len)
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line_data = Reference(ws, min_col=3 + i, min_row=detailed_start_row_number + 1,
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max_row=detailed_start_row_number + 1 + time_len)
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line.add_data(line_data, titles_from_data=True)
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line.set_categories(times)
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ser = line.series[0]
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ser.marker.symbol = "diamond"
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ser.marker.size = 5
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ws.add_chart(line, 'B' + str(analysis_end_row_number + 6 * i))
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filename = str(uuid.uuid4()) + '.xlsx'
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wb.save(filename)
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return filename
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