import base64 import uuid import os from openpyxl.chart import ( PieChart, LineChart, BarChart, Reference, ) from openpyxl.styles import PatternFill, Border, Side, Alignment, Font from openpyxl.drawing.image import Image from openpyxl import Workbook from openpyxl.chart.label import DataLabelList 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 print(report) #################################################################################################################### # 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() # todo ws = wb.active ws.title = "TenantLoad" # 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) 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=True, 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=True, shrink_to_fit=False, indent=0) # Img img = Image("excelexporters/myems.png") img.width = img.width * 0.85 img.height = img.height * 0.85 ws.add_image(img, 'B1') # Title ws.row_dimensions[3].height = 60 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'].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 \ "timestamps" not in report['reporting_period'].keys() or len(report['reporting_period']['timestamps']) == 0: filename = str(uuid.uuid4()) + '.xlsx' wb.save(filename) return filename #################################################################################################################### has_names_data_flag = True if "names" not in report['reporting_period'].keys() or len(report['reporting_period']['names']) == 0: has_names_data_flag = False current_row_number = 6 if has_names_data_flag: reporting_period_data = report['reporting_period'] category = reporting_period_data['names'] ca_len = len(category) ws['B' + str(current_row_number)].font = title_font ws['B' + str(current_row_number)] = name + '报告期平均负荷' current_row_number += 1 ws.row_dimensions[current_row_number].height = 60 ws['B' + str(current_row_number)].fill = table_fill ws['B' + str(current_row_number)].border = f_border for i in range(0, ca_len): col = chr(ord('C') + i) ws[col + str(current_row_number)].fill = table_fill ws[col + str(current_row_number)].font = name_font ws[col + str(current_row_number)].alignment = c_c_alignment ws[col + str(current_row_number)].border = f_border ws[col + str(current_row_number)] = reporting_period_data['names'][i] + \ " (" + reporting_period_data['units'][i] + "/H)" current_row_number += 1 ws['B' + str(current_row_number)].font = title_font ws['B' + str(current_row_number)].alignment = c_c_alignment ws['B' + str(current_row_number)].border = f_border ws['B' + str(current_row_number)] = '平均负荷' for i in range(0, ca_len): col = chr(ord('C') + i) ws[col + str(current_row_number)].font = name_font ws[col + str(current_row_number)].alignment = c_c_alignment ws[col + str(current_row_number)].border = f_border ws[col + str(current_row_number)] = round(reporting_period_data['averages'][i], 2) \ if reporting_period_data['averages'][i] is not None else 'N/A' current_row_number += 1 ws['B' + str(current_row_number)].font = title_font ws['B' + str(current_row_number)].alignment = c_c_alignment ws['B' + str(current_row_number)].border = f_border ws['B' + str(current_row_number)] = '单位面积值' for i in range(0, ca_len): col = chr(ord('C') + i) ws[col + str(current_row_number)].font = name_font ws[col + str(current_row_number)].alignment = c_c_alignment ws[col + str(current_row_number)].border = f_border ws[col + str(current_row_number)] = round(reporting_period_data['averages_per_unit_area'][i], 2) \ if reporting_period_data['averages_per_unit_area'][i] is not None else 'N/A' current_row_number += 1 ws['B' + str(current_row_number)].font = title_font ws['B' + str(current_row_number)].alignment = c_c_alignment ws['B' + str(current_row_number)].border = f_border ws['B' + str(current_row_number)] = '环比' for i in range(0, ca_len): col = chr(ord('C') + i) ws[col + str(current_row_number)].font = name_font ws[col + str(current_row_number)].alignment = c_c_alignment ws[col + str(current_row_number)].border = f_border ws[col + str(current_row_number)] = str( round(reporting_period_data['averages_increment_rate'][i] * 100, 2)) + "%" \ if reporting_period_data['averages_increment_rate'][i] is not None else "-" current_row_number += 2 ws['B' + str(current_row_number)].font = title_font ws['B' + str(current_row_number)] = name + '报告期最大负荷' current_row_number += 1 ws.row_dimensions[current_row_number].height = 60 ws['B' + str(current_row_number)].fill = table_fill ws['B' + str(current_row_number)].border = f_border for i in range(0, ca_len): col = chr(ord('C') + i) ws[col + str(current_row_number)].fill = table_fill ws[col + str(current_row_number)].font = name_font ws[col + str(current_row_number)].alignment = c_c_alignment ws[col + str(current_row_number)].border = f_border ws[col + str(current_row_number)] = reporting_period_data['names'][i] + \ " (" + reporting_period_data['units'][i] + "/H)" current_row_number += 1 ws['B' + str(current_row_number)].font = title_font ws['B' + str(current_row_number)].alignment = c_c_alignment ws['B' + str(current_row_number)].border = f_border ws['B' + str(current_row_number)] = '最大负荷' for i in range(0, ca_len): col = chr(ord('C') + i) ws[col + str(current_row_number)].font = name_font ws[col + str(current_row_number)].alignment = c_c_alignment ws[col + str(current_row_number)].border = f_border ws[col + str(current_row_number)] = round(reporting_period_data['maximums'][i], 2) \ if reporting_period_data['maximums'][i] is not None else 'N/A' current_row_number += 1 ws['B' + str(current_row_number)].font = title_font ws['B' + str(current_row_number)].alignment = c_c_alignment ws['B' + str(current_row_number)].border = f_border ws['B' + str(current_row_number)] = '单位面积值' for i in range(0, ca_len): col = chr(ord('C') + i) ws[col + str(current_row_number)].font = name_font ws[col + str(current_row_number)].alignment = c_c_alignment ws[col + str(current_row_number)].border = f_border ws[col + str(current_row_number)] = round(reporting_period_data['maximums_per_unit_area'][i], 2) \ if reporting_period_data['maximums_per_unit_area'][i] is not None else 'N/A' current_row_number += 1 ws['B' + str(current_row_number)].font = title_font ws['B' + str(current_row_number)].alignment = c_c_alignment ws['B' + str(current_row_number)].border = f_border ws['B' + str(current_row_number)] = '环比' for i in range(0, ca_len): col = chr(ord('C') + i) ws[col + str(current_row_number)].font = name_font ws[col + str(current_row_number)].alignment = c_c_alignment ws[col + str(current_row_number)].border = f_border ws[col + str(current_row_number)] = str( round(reporting_period_data['maximums_increment_rate'][i] * 100, 2)) + "%" \ if reporting_period_data['maximums_increment_rate'][i] is not None else "-" current_row_number += 2 ws['B' + str(current_row_number)].font = title_font ws['B' + str(current_row_number)] = name + '报告期负荷系数' current_row_number += 1 ws.row_dimensions[current_row_number].height = 60 ws['B' + str(current_row_number)].fill = table_fill ws['B' + str(current_row_number)].border = f_border for i in range(0, ca_len): col = chr(ord('C') + i) ws[col + str(current_row_number)].fill = table_fill ws[col + str(current_row_number)].font = name_font ws[col + str(current_row_number)].alignment = c_c_alignment ws[col + str(current_row_number)].border = f_border ws[col + str(current_row_number)] = reporting_period_data['names'][i] current_row_number += 1 ws['B' + str(current_row_number)].font = title_font ws['B' + str(current_row_number)].alignment = c_c_alignment ws['B' + str(current_row_number)].border = f_border ws['B' + str(current_row_number)] = '负荷系数' for i in range(0, ca_len): col = chr(ord('C') + i) ws[col + str(current_row_number)].font = name_font ws[col + str(current_row_number)].alignment = c_c_alignment ws[col + str(current_row_number)].border = f_border ws[col + str(current_row_number)] = round(reporting_period_data['factors'][i], 2) \ if reporting_period_data['factors'][i] is not None else '-' current_row_number += 1 ws['B' + str(current_row_number)].font = title_font ws['B' + str(current_row_number)].alignment = c_c_alignment ws['B' + str(current_row_number)].border = f_border ws['B' + str(current_row_number)] = '环比' for i in range(0, ca_len): col = chr(ord('C') + i) ws[col + str(current_row_number)].font = name_font ws[col + str(current_row_number)].alignment = c_c_alignment ws[col + str(current_row_number)].border = f_border ws[col + str(current_row_number)] = str( round(reporting_period_data['factors_increment_rate'][i] * 100, 2)) + "%" \ if reporting_period_data['factors_increment_rate'][i] is not None else "-" current_row_number += 2 has_sub_averages_data_flag = True has_sub_maximums_data_flag = True if "sub_averages" not in report['reporting_period'].keys() or len(report['reporting_period']['sub_averages']) == 0: has_sub_averages_data_flag = False if "sub_averages" not in report['reporting_period'].keys() or len(report['reporting_period']['sub_averages']) == 0: has_sub_maximums_data_flag = False if has_sub_averages_data_flag or has_sub_maximums_data_flag: reporting_period_data = report['reporting_period'] category = reporting_period_data['names'] ca_len = len(category) times = reporting_period_data['timestamps'] time = times[0] real_timestamps_len = timestamps_data_not_equal_0(report['parameters']['timestamps']) ws['B' + str(current_row_number)].font = title_font ws['B' + str(current_row_number)] = name + '详细数据' current_row_number += 1 chart_start_number = current_row_number current_row_number += real_timestamps_len * 7 if has_sub_averages_data_flag: current_row_number = (current_row_number + ca_len * 6) if has_sub_maximums_data_flag: current_row_number = (current_row_number + ca_len * 6) table_start_number = current_row_number ws.row_dimensions[current_row_number].height = 60 ws['B' + str(current_row_number)].fill = table_fill ws['B' + str(current_row_number)].font = title_font ws['B' + str(current_row_number)].alignment = c_c_alignment ws['B' + str(current_row_number)].border = f_border ws['B' + str(current_row_number)] = '日期时间' col = 'C' for i in range(0, ca_len): if has_sub_averages_data_flag: ws[col + str(current_row_number)].fill = table_fill ws[col + str(current_row_number)].font = title_font ws[col + str(current_row_number)].alignment = c_c_alignment ws[col + str(current_row_number)].border = f_border ws[col + str(current_row_number)] = reporting_period_data['names'][i] + \ " 平均负荷(" + reporting_period_data['units'][i] + "/H)" col = chr(ord(col) + 1) if has_sub_maximums_data_flag: ws[col + str(current_row_number)].fill = table_fill ws[col + str(current_row_number)].font = title_font ws[col + str(current_row_number)].alignment = c_c_alignment ws[col + str(current_row_number)].border = f_border ws[col + str(current_row_number)] = reporting_period_data['names'][i] + \ " 最大负荷(" + reporting_period_data['units'][i] + "/H)" col = chr(ord(col) + 1) current_row_number += 1 for i in range(0, len(time)): ws['B' + str(current_row_number)].font = title_font ws['B' + str(current_row_number)].alignment = c_c_alignment ws['B' + str(current_row_number)].border = f_border ws['B' + str(current_row_number)] = time[i] col = 'C' for j in range(0, ca_len): if has_sub_averages_data_flag: ws[col + str(current_row_number)].font = title_font ws[col + str(current_row_number)].alignment = c_c_alignment ws[col + str(current_row_number)].border = f_border ws[col + str(current_row_number)] = round(reporting_period_data['sub_averages'][j][i], 2) \ if reporting_period_data['sub_averages'][j][i] is not None else 0.00 col = chr(ord(col) + 1) if has_sub_maximums_data_flag: ws[col + str(current_row_number)].font = title_font ws[col + str(current_row_number)].alignment = c_c_alignment ws[col + str(current_row_number)].border = f_border ws[col + str(current_row_number)] = round(reporting_period_data['sub_maximums'][j][i], 2) \ if reporting_period_data['sub_maximums'][j][i] is not None else 0.00 col = chr(ord(col) + 1) current_row_number += 1 table_end_number = current_row_number - 1 current_chart_col_number = 3 current_chart_row_number = chart_start_number for i in range(0, ca_len): labels = Reference(ws, min_col=2, min_row=table_start_number + 1, max_row=table_end_number) if has_sub_averages_data_flag: line = LineChart() line.title = '报告期 平均负荷 - ' + ws.cell(column=current_chart_col_number, row=table_start_number).value datas = Reference(ws, min_col=current_chart_col_number, min_row=table_start_number, max_row=table_end_number) line.add_data(datas, 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 = True ws.add_chart(line, "B" + str(current_chart_row_number)) current_chart_row_number += 6 current_chart_col_number += 1 if has_sub_maximums_data_flag: line = LineChart() line.title = '报告期 最大负荷 - ' + ws.cell(column=current_chart_col_number, row=table_start_number).value datas = Reference(ws, min_col=current_chart_col_number, min_row=table_start_number, max_row=table_end_number) line.add_data(datas, 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 = True ws.add_chart(line, "B" + str(current_chart_row_number)) current_chart_row_number += 6 current_chart_col_number += 1 #################################################################################################################### current_sheet_parameters_row_number = current_chart_row_number + 1 has_parameters_names_and_timestamps_and_values_data = True 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']) file_name = __file__.split('/')[-1].replace(".py", "") parameters_ws = wb.create_sheet(file_name + 'Parameters') 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 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 + ' Parameters' 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 + ' Parameters' 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 = 'Parameters - ' + \ 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 timestamps_data_all_equal_0(lists): for i, value in enumerate(list(lists)): if len(value) > 0: return False return True 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_not_equal_0(lists): number = 0 for i, value in enumerate(list(lists)): if len(value) > 0: number += 1 return number