import base64 import uuid import os from openpyxl.chart import ( LineChart, Reference, ) from openpyxl.chart.label import DataLabelList from openpyxl.styles import PatternFill, Border, Side, Alignment, Font from openpyxl.drawing.image import Image from openpyxl import Workbook import openpyxl.utils.cell as format_cell #################################################################################################################### # PROCEDURES # Step 1: Validate the report data # Step 2: Generate excel file # Step 3: Encode the excel file bytes to Base64 #################################################################################################################### def export(report, name, reporting_start_datetime_local, reporting_end_datetime_local, period_type): #################################################################################################################### # Step 1: Validate the report data #################################################################################################################### if report is None: return None #################################################################################################################### # Step 2: Generate excel file from the report data #################################################################################################################### filename = generate_excel(report, name, reporting_start_datetime_local, reporting_end_datetime_local, period_type) #################################################################################################################### # Step 3: Encode the excel file to Base64 #################################################################################################################### try: with open(filename, 'rb') as binary_file: binary_file_data = binary_file.read() except IOError as ex: pass # Base64 encode the bytes base64_encoded_data = base64.b64encode(binary_file_data) # get the Base64 encoded data using human-readable characters. base64_message = base64_encoded_data.decode('utf-8') # delete the file from server try: os.remove(filename) except NotImplementedError as ex: pass return base64_message def generate_excel(report, name, reporting_start_datetime_local, reporting_end_datetime_local, period_type): wb = Workbook() ws = wb.active ws.title = "123" # Row height ws.row_dimensions[1].height = 102 for i in range(2, 2000 + 1): ws.row_dimensions[i].height = 42 # Col width ws.column_dimensions['A'].width = 1.5 ws.column_dimensions['B'].width = 25.0 for i in range(ord('C'), ord('L')): ws.column_dimensions[chr(i)].width = 15.0 # Font name_font = Font(name='Constantia', size=15, bold=True) title_font = Font(name='宋体', size=15, bold=True) # data_font = Font(name='Franklin Gothic Book', size=11) table_fill = PatternFill(fill_type='solid', fgColor='1F497D') f_border = Border(left=Side(border_style='medium', color='00000000'), right=Side(border_style='medium', color='00000000'), bottom=Side(border_style='medium', color='00000000'), top=Side(border_style='medium', color='00000000') ) b_border = Border( bottom=Side(border_style='medium', color='00000000'), ) b_c_alignment = Alignment(vertical='bottom', horizontal='center', text_rotation=0, wrap_text=False, shrink_to_fit=False, indent=0) c_c_alignment = Alignment(vertical='center', horizontal='center', text_rotation=0, wrap_text=True, shrink_to_fit=False, indent=0) b_r_alignment = Alignment(vertical='bottom', horizontal='right', text_rotation=0, wrap_text=False, shrink_to_fit=False, indent=0) # Img img = Image("excelexporters/myems.png") # img = Image("myems.png") img.width = img.width * 0.85 img.height = img.height * 0.85 ws.add_image(img, 'B1') # Title ws['B3'].font = name_font ws['B3'].alignment = b_r_alignment ws['B3'] = 'Name:' ws['C3'].border = b_border ws['C3'].alignment = b_c_alignment ws['C3'].font = name_font ws['C3'] = name ws['D3'].font = name_font ws['D3'].alignment = b_r_alignment ws['D3'] = 'Period:' ws['E3'].border = b_border ws['E3'].alignment = b_c_alignment ws['E3'].font = name_font ws['E3'] = period_type ws['F3'].font = name_font ws['F3'].alignment = b_r_alignment ws['F3'] = 'Date:' ws['G3'].border = b_border ws['G3'].alignment = b_c_alignment ws['G3'].font = name_font ws['G3'] = reporting_start_datetime_local + "__" + reporting_end_datetime_local ws.merge_cells("G3:H3") if "reporting_period" not in report.keys() or \ "names" not in report['reporting_period'].keys() or len(report['reporting_period']['names']) == 0: filename = str(uuid.uuid4()) + '.xlsx' wb.save(filename) return filename ################################################# # First: 统计分析 # 6: title # 7: table title # 8~ca_len table_data ################################################# reporting_period_data = report['reporting_period'] has_energy_data_flag = True if "names" not in reporting_period_data.keys() or \ reporting_period_data['names'] is None or \ len(reporting_period_data['names']) == 0: has_energy_data_flag = False filename = str(uuid.uuid4()) + '.xlsx' wb.save(filename) return filename if has_energy_data_flag: ws['B6'].font = title_font ws['B6'] = name + ' 统计分析' category = reporting_period_data['names'] # table_title ws['B7'].fill = table_fill ws['B7'].font = title_font ws['B7'].alignment = c_c_alignment ws['B7'] = '报告期' ws['B7'].border = f_border ws['C7'].font = title_font ws['C7'].alignment = c_c_alignment ws['C7'] = '平均负荷' ws['C7'].border = f_border ws['D7'].font = title_font ws['D7'].alignment = c_c_alignment ws['D7'] = '最大负荷' ws['D7'].border = f_border ws['E7'].font = title_font ws['E7'].alignment = c_c_alignment ws['E7'] = '负荷系数' ws['E7'].border = f_border # table_data for i, value in enumerate(category): row = i * 2 + 8 ws['B' + str(row)].font = name_font ws['B' + str(row)].alignment = c_c_alignment ws['B' + str(row)] = reporting_period_data['names'][i] + " (" + reporting_period_data['units'][i] + "/H )" ws['B' + str(row)].border = f_border ws['B' + str(row + 1)].font = name_font ws['B' + str(row + 1)].alignment = c_c_alignment ws['B' + str(row + 1)] = "环比" ws['B' + str(row + 1)].border = f_border ws['C' + str(row)].font = name_font ws['C' + str(row)].alignment = c_c_alignment ws['C' + str(row)] = round(reporting_period_data['averages'][i], 2) \ if reporting_period_data['averages'][i] is not None else '' ws['C' + str(row)].border = f_border ws['C' + str(row)].number_format = '0.00' ws['C' + str(row + 1)].font = name_font ws['C' + str(row + 1)].alignment = c_c_alignment ws['C' + str(row + 1)] = str(round(reporting_period_data['averages_increment_rate'][i] * 100, 2)) + "%" \ if reporting_period_data['averages_increment_rate'][i] is not None else '0.00%' ws['C' + str(row + 1)].border = f_border ws['D' + str(row)].font = name_font ws['D' + str(row)].alignment = c_c_alignment ws['D' + str(row)] = round(reporting_period_data['maximums'][i], 2) \ if reporting_period_data['maximums'][i] is not None else '' ws['D' + str(row)].border = f_border ws['D' + str(row)].number_format = '0.00' ws['D' + str(row + 1)].font = name_font ws['D' + str(row + 1)].alignment = c_c_alignment ws['D' + str(row + 1)] = str(round(reporting_period_data['maximums_increment_rate'][i] * 100, 2)) + "%" \ if reporting_period_data['maximums_increment_rate'][i] is not None else '0.00%' ws['D' + str(row + 1)].border = f_border ws['E' + str(row)].font = name_font ws['E' + str(row)].alignment = c_c_alignment ws['E' + str(row)] = round(reporting_period_data['factors'][i], 2) \ if reporting_period_data['factors'][i] is not None else '' ws['E' + str(row)].border = f_border ws['E' + str(row)].number_format = '0.00' ws['E' + str(row + 1)].font = name_font ws['E' + str(row + 1)].alignment = c_c_alignment ws['E' + str(row + 1)] = str(round(reporting_period_data['factors_increment_rate'][i] * 100, 2)) + "%" \ if reporting_period_data['factors_increment_rate'][i] is not None else '0.00%' ws['E' + str(row + 1)].border = f_border ################################################# # Second: 报告期单位面积消耗 # 9 + ca_len * 2: title # 10 + ca_len * 2: table title # per_unit_area_start_row_number + 2 ~ per_unit_area_start_row_number + 2 + ca_len : table_data ################################################# if has_energy_data_flag: names = reporting_period_data['names'] ca_len = len(names) per_unit_area_start_row_number = 9 + ca_len * 2 ws['B' + str(per_unit_area_start_row_number)].font = title_font ws['B' + str(per_unit_area_start_row_number)] = name + ' 单位面积值' + str(report['store']['area']) + 'M²' category = reporting_period_data['names'] # table_title ws['B' + str(per_unit_area_start_row_number + 1)].fill = table_fill ws['B' + str(per_unit_area_start_row_number + 1)].font = title_font ws['B' + str(per_unit_area_start_row_number + 1)].alignment = c_c_alignment ws['B' + str(per_unit_area_start_row_number + 1)] = '报告期' ws['B' + str(per_unit_area_start_row_number + 1)].border = f_border ws['C' + str(per_unit_area_start_row_number + 1)].font = title_font ws['C' + str(per_unit_area_start_row_number + 1)].alignment = c_c_alignment ws['C' + str(per_unit_area_start_row_number + 1)] = '平均负荷' ws['C' + str(per_unit_area_start_row_number + 1)].border = f_border ws['D' + str(per_unit_area_start_row_number + 1)].font = title_font ws['D' + str(per_unit_area_start_row_number + 1)].alignment = c_c_alignment ws['D' + str(per_unit_area_start_row_number + 1)] = '最大负荷' ws['D' + str(per_unit_area_start_row_number + 1)].border = f_border # table_data for i, value in enumerate(category): row_data = per_unit_area_start_row_number + 2 + i ws['B' + str(row_data)].font = name_font ws['B' + str(row_data)].alignment = c_c_alignment ws['B' + str(row_data)] = reporting_period_data['names'][i] + " (" + reporting_period_data['units'][ i] + "/H/M²)" ws['B' + str(row_data)].border = f_border ws['C' + str(row_data)].font = name_font ws['C' + str(row_data)].alignment = c_c_alignment if reporting_period_data['averages_per_unit_area'][i] \ or reporting_period_data['averages_per_unit_area'][i] == 0: ws['C' + str(row_data)] = round(reporting_period_data['averages_per_unit_area'][i], 2) ws['C' + str(row_data)].border = f_border ws['C' + str(row_data)].number_format = '0.00' ws['D' + str(row_data)].font = name_font ws['D' + str(row_data)].alignment = c_c_alignment if reporting_period_data['maximums_per_unit_area'][i] \ or reporting_period_data['maximums_per_unit_area'][i] == 0: ws['D' + str(row_data)] = round(reporting_period_data['maximums_per_unit_area'][i], 2) ws['D' + str(row_data)].border = f_border ws['D' + str(row_data)].number_format = '0.00' ######################################################## # Third: 详细数据 # analysis_end_row_number~ analysis_end_row_number + 6*cal_len: line # detailed_start_row_number: table title # detailed_start_row_number + 1~: table_data ######################################################## has_timestamps_flag = True if "timestamps" not in reporting_period_data.keys() or \ reporting_period_data['timestamps'] is None or \ len(reporting_period_data['timestamps']) == 0: has_timestamps_flag = False timestamps = reporting_period_data['timestamps'][0] names = reporting_period_data['names'] ca_len = len(names) time_len = len(timestamps) parameters_names_len = len(report['parameters']['names']) parameters_parameters_datas_len = 0 analysis_end_row_number = 12 + 3 * ca_len current_row_number = analysis_end_row_number if has_timestamps_flag: for i in range(0, parameters_names_len): if len(report['parameters']['timestamps'][i]) == 0: continue parameters_parameters_datas_len += 1 detail_data_table_start_row_number = current_row_number + (ca_len + parameters_parameters_datas_len) * 6 + 2 ws['B' + str(current_row_number)].font = title_font ws['B' + str(current_row_number)] = name + ' 详细数据' # table_title ws['B' + str(detail_data_table_start_row_number)].fill = table_fill ws['B' + str(detail_data_table_start_row_number)].font = name_font ws['B' + str(detail_data_table_start_row_number)].alignment = c_c_alignment ws['B' + str(detail_data_table_start_row_number)] = "日期时间" ws['B' + str(detail_data_table_start_row_number)].border = f_border for i in range(0, ca_len): col_average = chr(ord('C') + 2 * i) col_maximum = chr(ord('D') + 2 * i) ws[col_average + str(detail_data_table_start_row_number)].font = name_font ws[col_average + str(detail_data_table_start_row_number)].alignment = c_c_alignment ws[col_average + str(detail_data_table_start_row_number)] =\ names[i] + " 平均负荷(" + reporting_period_data['units'][i] + "/H)" ws[col_average + str(detail_data_table_start_row_number)].border = f_border ws[col_maximum + str(detail_data_table_start_row_number)].font = name_font ws[col_maximum + str(detail_data_table_start_row_number)].alignment = c_c_alignment ws[col_maximum + str(detail_data_table_start_row_number)] = \ names[i] + " 最大负荷(" + reporting_period_data['units'][i] + "/H)" ws[col_maximum + str(detail_data_table_start_row_number)].border = f_border # table_date for i in range(0, time_len): rows = i + detail_data_table_start_row_number + 1 ws['B' + str(rows)].font = name_font ws['B' + str(rows)].alignment = c_c_alignment ws['B' + str(rows)] = timestamps[i] ws['B' + str(rows)].border = f_border for index in range(0, ca_len): col_average = chr(ord('C') + 2 * index) col_maximum = chr(ord('D') + 2 * index) ws[col_average + str(rows)].font = name_font ws[col_average + str(rows)].alignment = c_c_alignment ws[col_average + str(rows)] = reporting_period_data['sub_averages'][index][i] \ if reporting_period_data['sub_maximums'][index] is not None else '' ws[col_average + str(rows)].number_format = '0.00' ws[col_average + str(rows)].border = f_border ws[col_maximum + str(rows)].font = name_font ws[col_maximum + str(rows)].alignment = c_c_alignment ws[col_maximum + str(rows)] = reporting_period_data['sub_maximums'][index][i] \ if reporting_period_data['sub_maximums'][index] is not None else '' ws[col_maximum + str(rows)].number_format = '0.00' ws[col_maximum + str(rows)].border = f_border current_row_number += 1 ######################################################## # third: LineChart # LineChart requires data from the detailed data table in the Excel file # so print the detailed data table first and then print LineChart ######################################################## for i in range(0, ca_len): line = LineChart() line.title = "报告期 最大负荷 - " + names[i] + "(" + reporting_period_data['units'][i] + ")" times = Reference(ws, min_col=2, min_row=detail_data_table_start_row_number + 1, max_row=detail_data_table_start_row_number + 1 + time_len) line_data = Reference(ws, min_col=2 + 2 * (i + 1), min_row=detail_data_table_start_row_number, max_row=detail_data_table_start_row_number + time_len) line.add_data(line_data, titles_from_data=True) line.set_categories(times) line_data = line.series[0] line_data.marker.symbol = "circle" line_data.smooth = True line.x_axis.crosses = 'min' line.height = 8.25 line.width = 24 line.dLbls = DataLabelList() line.dLbls.dLblPos = 't' line.dLbls.showVal = False line.dLbls.showPercent = False chart_col = 'B' chart_cell = str(current_row_number + 6 * i) ws.add_chart(line, chart_col + chart_cell) ########################################## has_parameters_names_and_timestamps_and_values_data = True ca_len = len(report['reporting_period']['names']) current_sheet_parameters_row_number = current_row_number + ca_len * 6 if 'parameters' not in report.keys() or \ report['parameters'] is None or \ 'names' not in report['parameters'].keys() or \ report['parameters']['names'] is None or \ len(report['parameters']['names']) == 0 or \ 'timestamps' not in report['parameters'].keys() or \ report['parameters']['timestamps'] is None or \ len(report['parameters']['timestamps']) == 0 or \ 'values' not in report['parameters'].keys() or \ report['parameters']['values'] is None or \ len(report['parameters']['values']) == 0 or \ timestamps_data_all_equal_0(report['parameters']['timestamps']): has_parameters_names_and_timestamps_and_values_data = False if has_parameters_names_and_timestamps_and_values_data: ############################### # new worksheet ############################### parameters_data = report['parameters'] parameters_names_len = len(parameters_data['names']) parameters_ws = wb.create_sheet('相关参数') parameters_timestamps_data_max_len = \ get_parameters_timestamps_lists_max_len(list(parameters_data['timestamps'])) # Row height parameters_ws.row_dimensions[1].height = 102 for i in range(2, 7 + 1): parameters_ws.row_dimensions[i].height = 42 for i in range(8, parameters_timestamps_data_max_len + 10): parameters_ws.row_dimensions[i].height = 60 # Col width parameters_ws.column_dimensions['A'].width = 1.5 parameters_ws.column_dimensions['B'].width = 25.0 for i in range(3, 12 + parameters_names_len * 3): parameters_ws.column_dimensions[format_cell.get_column_letter(i)].width = 15.0 # Img img = Image("excelexporters/myems.png") img.width = img.width * 0.85 img.height = img.height * 0.85 # img = Image("myems.png") parameters_ws.add_image(img, 'B1') # Title parameters_ws.row_dimensions[3].height = 60 parameters_ws['B3'].font = name_font parameters_ws['B3'].alignment = b_r_alignment parameters_ws['B3'] = 'Name:' parameters_ws['C3'].border = b_border parameters_ws['C3'].alignment = b_c_alignment parameters_ws['C3'].font = name_font parameters_ws['C3'] = name parameters_ws['D3'].font = name_font parameters_ws['D3'].alignment = b_r_alignment parameters_ws['D3'] = 'Period:' parameters_ws['E3'].border = b_border parameters_ws['E3'].alignment = b_c_alignment parameters_ws['E3'].font = name_font parameters_ws['E3'] = period_type parameters_ws['F3'].font = name_font parameters_ws['F3'].alignment = b_r_alignment parameters_ws['F3'] = 'Date:' parameters_ws['G3'].border = b_border parameters_ws['G3'].alignment = b_c_alignment parameters_ws['G3'].font = name_font parameters_ws['G3'] = reporting_start_datetime_local + "__" + reporting_end_datetime_local parameters_ws.merge_cells("G3:H3") parameters_ws_current_row_number = 6 parameters_ws['B' + str(parameters_ws_current_row_number)].font = title_font parameters_ws['B' + str(parameters_ws_current_row_number)] = name + ' 相关参数' parameters_ws_current_row_number += 1 parameters_table_start_row_number = parameters_ws_current_row_number parameters_ws.row_dimensions[parameters_ws_current_row_number].height = 80 parameters_ws_current_row_number += 1 table_current_col_number = 2 for i in range(0, parameters_names_len): if len(parameters_data['timestamps'][i]) == 0: continue col = format_cell.get_column_letter(table_current_col_number) parameters_ws[col + str(parameters_ws_current_row_number - 1)].fill = table_fill parameters_ws[col + str(parameters_ws_current_row_number - 1)].border = f_border col = format_cell.get_column_letter(table_current_col_number + 1) parameters_ws[col + str(parameters_ws_current_row_number - 1)].fill = table_fill parameters_ws[col + str(parameters_ws_current_row_number - 1)].border = f_border parameters_ws[col + str(parameters_ws_current_row_number - 1)].font = name_font parameters_ws[col + str(parameters_ws_current_row_number - 1)].alignment = c_c_alignment parameters_ws[col + str(parameters_ws_current_row_number - 1)] = parameters_data['names'][i] table_current_row_number = parameters_ws_current_row_number for j, value in enumerate(list(parameters_data['timestamps'][i])): col = format_cell.get_column_letter(table_current_col_number) parameters_ws[col + str(table_current_row_number)].border = f_border parameters_ws[col + str(table_current_row_number)].font = title_font parameters_ws[col + str(table_current_row_number)].alignment = c_c_alignment parameters_ws[col + str(table_current_row_number)] = value col = format_cell.get_column_letter(table_current_col_number + 1) parameters_ws[col + str(table_current_row_number)].border = f_border parameters_ws[col + str(table_current_row_number)].font = title_font parameters_ws[col + str(table_current_row_number)].alignment = c_c_alignment parameters_ws[col + str(table_current_row_number)] = round(parameters_data['values'][i][j], 2) table_current_row_number += 1 table_current_col_number = table_current_col_number + 3 ######################################################## # parameters chart and parameters table ######################################################## ws['B' + str(current_sheet_parameters_row_number)].font = title_font ws['B' + str(current_sheet_parameters_row_number)] = name + ' 相关参数' current_sheet_parameters_row_number += 1 chart_start_row_number = current_sheet_parameters_row_number col_index = 0 for i in range(0, parameters_names_len): if len(parameters_data['timestamps'][i]) == 0: continue line = LineChart() data_col = 3 + col_index * 3 labels_col = 2 + col_index * 3 col_index += 1 line.title = '相关参数 - ' + \ parameters_ws.cell(row=parameters_table_start_row_number, column=data_col).value labels = Reference(parameters_ws, min_col=labels_col, min_row=parameters_table_start_row_number + 1, max_row=(len(parameters_data['timestamps'][i]) + parameters_table_start_row_number)) line_data = Reference(parameters_ws, min_col=data_col, min_row=parameters_table_start_row_number, max_row=(len(parameters_data['timestamps'][i]) + parameters_table_start_row_number)) line.add_data(line_data, titles_from_data=True) line.set_categories(labels) line_data = line.series[0] line_data.marker.symbol = "circle" line_data.smooth = True line.x_axis.crosses = 'min' line.height = 8.25 line.width = 24 line.dLbls = DataLabelList() line.dLbls.dLblPos = 't' line.dLbls.showVal = False line.dLbls.showPercent = False chart_col = 'B' chart_cell = chart_col + str(chart_start_row_number) chart_start_row_number += 6 ws.add_chart(line, chart_cell) current_sheet_parameters_row_number = chart_start_row_number current_sheet_parameters_row_number += 1 filename = str(uuid.uuid4()) + '.xlsx' wb.save(filename) return filename def get_parameters_timestamps_lists_max_len(parameters_timestamps_lists): max_len = 0 for i, value in enumerate(list(parameters_timestamps_lists)): if len(value) > max_len: max_len = len(value) return max_len def timestamps_data_all_equal_0(lists): for i, value in enumerate(list(lists)): if len(value) > 0: return False return True