652 lines
28 KiB
Python
652 lines
28 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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import openpyxl.utils.cell as format_cell
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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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####################################################################################################################
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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=True,
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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: 负荷分析
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# 6: title
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# 7: table title
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# 8~2*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 + ' 负荷分析'
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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'] = '平均负荷'
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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'] = '最大负荷'
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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'] = '负荷系数'
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ws['E7'].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] + "/H )"
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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)] = round(reporting_period_data['averages'][i], 2) \
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if reporting_period_data['averages'][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['averages_increment_rate'][i] * 100, 2)) + "%" \
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if reporting_period_data['averages_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)] = round(reporting_period_data['maximums'][i], 2) \
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if reporting_period_data['maximums'][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['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['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)] = round(reporting_period_data['factors'][i], 2) \
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if reporting_period_data['factors'][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['factors_increment_rate'][i] * 100, 2)) + "%" \
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if reporting_period_data['factors_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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####################################################################################################################
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# Third: 详细数据
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# analysis_end_row_number~ analysis_end_row_number + 6*cal_len: line
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# detailed_start_row_number: table title
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# detailed_start_row_number + 1~: table_data
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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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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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real_timestamps_len = timestamps_data_not_equal_0(report['parameters']['timestamps'])
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line_charts_row_number = 6 * ca_len
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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 + 1 + real_timestamps_len * 7
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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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# 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)] = "日期时间"
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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_average = chr(ord('C') + 2 * i)
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col_maximum = chr(ord('D') + 2 * i)
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ws[col_average + str(detailed_start_row_number + 1)].font = name_font
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ws[col_average + str(detailed_start_row_number + 1)].alignment = c_c_alignment
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ws[col_average + str(detailed_start_row_number + 1)] = \
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names[i] + " 平均负荷(" + reporting_period_data['units'][i] + "/H)"
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ws[col_average + str(detailed_start_row_number + 1)].border = f_border
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ws[col_maximum + str(detailed_start_row_number + 1)].font = name_font
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ws[col_maximum + str(detailed_start_row_number + 1)].alignment = c_c_alignment
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ws[col_maximum + str(detailed_start_row_number + 1)] = \
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names[i] + " 最大负荷(" + reporting_period_data['units'][i] + "/H)"
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ws[col_maximum + str(detailed_start_row_number + 1)].border = f_border
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# 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_average = chr(ord('C') + 2 * index)
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col_maximum = chr(ord('D') + 2 * index)
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ws[col_average + str(rows)].font = name_font
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ws[col_average + str(rows)].alignment = c_c_alignment
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ws[col_average + str(rows)] = reporting_period_data['sub_averages'][index][i] \
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if reporting_period_data['sub_maximums'][index] is not None else ''
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ws[col_average + str(rows)].number_format = '0.00'
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ws[col_average + str(rows)].border = f_border
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ws[col_maximum + str(rows)].font = name_font
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ws[col_maximum + str(rows)].alignment = c_c_alignment
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ws[col_maximum + str(rows)] = reporting_period_data['sub_maximums'][index][i] \
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if reporting_period_data['sub_maximums'][index] is not None else ''
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ws[col_maximum + str(rows)].number_format = '0.00'
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ws[col_maximum + str(rows)].border = f_border
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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 最大负荷 - " + names[i] + "(" + reporting_period_data['units'][i] + ")"
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line.style = 10
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line.x_axis.majorTickMark = 'in'
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line.y_axis.majorTickMark = 'in'
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line.smooth = True
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line.x_axis.crosses = 'min'
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line.height = 8.25
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line.width = 24
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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=2 + 2 * (i + 1), 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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chart_col = 'B'
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chart_cell = str(analysis_end_row_number + 6 * i)
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ws.add_chart(line, chart_col + chart_cell)
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#####################################
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has_associated_equipment_flag = True
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current_row_number = detailed_start_row_number + 3 + time_len
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if "associated_equipment" not in report.keys() or \
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"energy_category_names" not in report['associated_equipment'].keys() or \
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len(report['associated_equipment']["energy_category_names"]) == 0 \
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or 'associated_equipment_names_array' not in report['associated_equipment'].keys() \
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or report['associated_equipment']['associated_equipment_names_array'] is None \
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or len(report['associated_equipment']['associated_equipment_names_array']) == 0 \
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or len(report['associated_equipment']['associated_equipment_names_array'][0]) == 0:
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has_associated_equipment_flag = False
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if has_associated_equipment_flag:
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associated_equipment = report['associated_equipment']
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ws['B' + str(current_row_number)].font = title_font
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ws['B' + str(current_row_number)] = name + ' 相关设备数据'
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current_row_number += 1
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table_start_row_number = current_row_number
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ws.row_dimensions[current_row_number].height = 60
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ws['B' + str(current_row_number)].fill = table_fill
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ws['B' + str(current_row_number)].font = name_font
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ws['B' + str(current_row_number)].alignment = c_c_alignment
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ws['B' + str(current_row_number)].border = f_border
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ws['B' + str(current_row_number)] = '相关设备'
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ca_len = len(associated_equipment['energy_category_names'])
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for i in range(0, ca_len):
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col_average = chr(ord('C') + 2 * i)
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col_maximum = chr(ord('D') + 2 * i)
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ws[col_average + str(current_row_number)].font = name_font
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ws[col_average + str(current_row_number)].alignment = c_c_alignment
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ws[col_average + str(current_row_number)] = names[i] + " 平均负荷(" + \
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reporting_period_data['units'][i] + "/H)"
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ws[col_average + str(current_row_number)].border = f_border
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ws[col_maximum + str(current_row_number)].font = name_font
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ws[col_maximum + str(current_row_number)].alignment = c_c_alignment
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ws[col_maximum + str(current_row_number)] = names[i] + " 最大负荷(" + \
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reporting_period_data['units'][i] + "/H)"
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ws[col_maximum + str(current_row_number)].border = f_border
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associated_equipment_len = len(associated_equipment['associated_equipment_names_array'][0])
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# table_date
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for j in range(0, associated_equipment_len):
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current_row_number += 1
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rows = str(current_row_number)
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ws['B' + rows].font = title_font
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ws['B' + rows].alignment = c_c_alignment
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ws['B' + rows] = associated_equipment['associated_equipment_names_array'][0][j]
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ws['B' + rows].border = f_border
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for index in range(0, ca_len):
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col_average = chr(ord('C') + 2 * index)
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col_maximum = chr(ord('D') + 2 * index)
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ws[col_average + str(rows)].font = name_font
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ws[col_average + str(rows)].alignment = c_c_alignment
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ws[col_average + str(rows)] = associated_equipment['sub_averages_array'][index][j] \
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if associated_equipment['sub_averages_array'][index][j] is not None else ''
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ws[col_average + str(rows)].number_format = '0.00'
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ws[col_average + str(rows)].border = f_border
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ws[col_maximum + str(rows)].font = name_font
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|
ws[col_maximum + str(rows)].alignment = c_c_alignment
|
|
ws[col_maximum + str(rows)] = associated_equipment['sub_maximums_array'][index][j] \
|
|
if associated_equipment['sub_maximums_array'][index][j] is not None else ''
|
|
ws[col_maximum + str(rows)].number_format = '0.00'
|
|
ws[col_maximum + str(rows)].border = f_border
|
|
|
|
####################################################################################################################
|
|
current_sheet_parameters_row_number = analysis_end_row_number + ca_len * 6 + 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'])
|
|
|
|
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 = 'B'
|
|
|
|
for i in range(0, parameters_names_len):
|
|
|
|
if len(parameters_data['timestamps'][i]) == 0:
|
|
continue
|
|
|
|
parameters_ws[table_current_col_number + str(parameters_ws_current_row_number-1)].fill = table_fill
|
|
parameters_ws[table_current_col_number + str(parameters_ws_current_row_number-1)].border = f_border
|
|
|
|
col = chr(ord(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 = 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 = chr(ord(col) + 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 = chr(ord(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
|
|
|
|
|
|
def timestamps_data_not_equal_0(lists):
|
|
number = 0
|
|
for i, value in enumerate(list(lists)):
|
|
if len(value) > 0:
|
|
number += 1
|
|
return number
|