myems-api/excelexporters/equipmentsaving.py

Summary

Maintainability
F
4 mos
Test Coverage
import base64
from core.utilities import get_translation
import os
import re
import uuid
from decimal import Decimal
import openpyxl.utils.cell as format_cell
from openpyxl import Workbook
from openpyxl.chart import PieChart, LineChart, Reference
from openpyxl.chart.label import DataLabelList
from openpyxl.drawing.image import Image
from openpyxl.styles import PatternFill, Border, Side, Alignment, Font
from core.utilities import round2

########################################################################################################################
# PROCEDURES
# Step 1: Validate the report data
# Step 2: Generate excel file
# Step 3: Encode the excel file to Base64
########################################################################################################################


def export(report,
           name,
           base_period_start_datetime_local,
           base_period_end_datetime_local,
           reporting_start_datetime_local,
           reporting_end_datetime_local,
           period_type,
           language):
    ####################################################################################################################
    # 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,
                              base_period_start_datetime_local,
                              base_period_end_datetime_local,
                              reporting_start_datetime_local,
                              reporting_end_datetime_local,
                              period_type,
                              language)
    ####################################################################################################################
    # Step 3: Encode the excel file to Base64
    ####################################################################################################################
    binary_file_data = b''
    try:
        with open(filename, 'rb') as binary_file:
            binary_file_data = binary_file.read()
    except IOError as ex:
        print(str(ex))

    # 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:
        print(str(ex))
    return base64_message


def generate_excel(report,
                   name,
                   base_period_start_datetime_local,
                   base_period_end_datetime_local,
                   reporting_start_datetime_local,
                   reporting_end_datetime_local,
                   period_type,
                   language):
    trans = get_translation(language)
    trans.install()
    _ = trans.gettext
    wb = Workbook()
    ws = wb.active
    ws.title = "EquipmentSaving"

    # 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('Z')):
        ws.column_dimensions[chr(i)].width = 15.0

    # Font
    name_font = Font(name='Arial', size=15, bold=True)
    title_font = Font(name='Arial', size=15, bold=True)

    table_fill = PatternFill(fill_type='solid', fgColor='90ee90')
    f_border = Border(left=Side(border_style='medium'),
                      right=Side(border_style='medium'),
                      bottom=Side(border_style='medium'),
                      top=Side(border_style='medium')
                      )
    b_border = Border(bottom=Side(border_style='medium'), )

    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")
    ws.add_image(img, 'A1')

    # Title
    ws['B3'].alignment = b_r_alignment
    ws['B3'] = _('Name') + ':'
    ws['C3'].border = b_border
    ws['C3'].alignment = b_c_alignment
    ws['C3'] = name

    ws['D3'].alignment = b_r_alignment
    ws['D3'] = _('Period Type') + ':'
    ws['E3'].border = b_border
    ws['E3'].alignment = b_c_alignment
    ws['E3'] = period_type

    ws['B4'].alignment = b_r_alignment
    ws['B4'] = _('Reporting Start Datetime') + ':'
    ws['C4'].border = b_border
    ws['C4'].alignment = b_c_alignment
    ws['C4'] = reporting_start_datetime_local

    ws['D4'].alignment = b_r_alignment
    ws['D4'] = _('Reporting End Datetime') + ':'
    ws['E4'].border = b_border
    ws['E4'].alignment = b_c_alignment
    ws['E4'] = reporting_end_datetime_local

    is_base_period_timestamp_exists_flag = is_base_period_timestamp_exists(report['base_period'])

    if is_base_period_timestamp_exists_flag:
        ws['B5'].alignment = b_r_alignment
        ws['B5'] = _('Base Period Start Datetime') + ':'
        ws['C5'].border = b_border
        ws['C5'].alignment = b_c_alignment
        ws['C5'] = base_period_start_datetime_local

        ws['D5'].alignment = b_r_alignment
        ws['D5'] = _('Base Period End Datetime') + ':'
        ws['E5'].border = b_border
        ws['E5'].alignment = b_c_alignment
        ws['E5'] = base_period_end_datetime_local

    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

    ####################################################################################################################

    current_row_number = 7
    reporting_period_data = report['reporting_period']
    if "names" not in reporting_period_data.keys() or \
            reporting_period_data['names'] is None or \
            len(reporting_period_data['names']) == 0:
        pass
    else:
        ws['B' + str(current_row_number)].font = title_font
        ws['B' + str(current_row_number)] = name + ' ' + _('Reporting Period Saving')

        current_row_number += 1
        category = reporting_period_data['names']
        ca_len = len(category)

        ws.row_dimensions[current_row_number].height = 75
        ws['B' + str(current_row_number)].fill = table_fill
        ws['B' + str(current_row_number)].border = f_border

        col = 'C'

        for i in range(0, ca_len):
            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] + "  (" + _('Baseline') + ' - ' \
                + _('Actual') + ") (" + reporting_period_data['units'][i] + ")"

            col = chr(ord(col) + 1)

        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)] = _('Ton of Standard Coal') + '  (' + _('Baseline') + ' - ' \
            + _('Actual') + ') (TCE)'

        col = chr(ord(col) + 1)

        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)] = _('Ton of Carbon Dioxide Emissions') + '  (' + _('Baseline') + ' - ' \
            + _('Actual') + ') (TCO2E)'

        col = chr(ord(col) + 1)

        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)] = _('Saving')

        col = 'C'

        for i in range(0, ca_len):
            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)] = round2(reporting_period_data['subtotals_saving'][i], 2)

            col = chr(ord(col) + 1)

        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)] = round2(reporting_period_data['total_in_kgce_saving'] / 1000, 2)

        col = chr(ord(col) + 1)

        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)] = round2(reporting_period_data['total_in_kgco2e_saving'] / 1000, 2)

        col = chr(ord(col) + 1)

        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)] = _('Increment Rate')

        col = 'C'

        for i in range(0, ca_len):
            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(
                round2(reporting_period_data['increment_rates_saving'][i] * 100, 2)) + '%' \
                if reporting_period_data['increment_rates_saving'][i] is not None else '-'

            col = chr(ord(col) + 1)

        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(
            round2(reporting_period_data['increment_rate_in_kgce_saving'] * 100, 2)) + '%' \
            if reporting_period_data['increment_rate_in_kgce_saving'] is not None else '-'

        col = chr(ord(col) + 1)

        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(
            round2(reporting_period_data['increment_rate_in_kgco2e_saving'] * 100, 2)) + '%' \
            if reporting_period_data['increment_rate_in_kgco2e_saving'] is not None else '-'

        col = chr(ord(col) + 1)

        current_row_number += 2

        ws['B' + str(current_row_number)].font = title_font
        ws['B' + str(current_row_number)] = name + ' ' + _('Ton of Standard Coal(TCE) by Energy Category')

        current_row_number += 1
        table_start_row_number = current_row_number
        chart_start_row_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)].border = f_border

        ws['C' + str(current_row_number)].fill = table_fill
        ws['C' + str(current_row_number)].font = name_font
        ws['C' + str(current_row_number)].alignment = c_c_alignment
        ws['C' + str(current_row_number)].border = f_border
        ws['C' + str(current_row_number)] = _('Saving')

        ws['D' + str(current_row_number)].fill = table_fill
        ws['D' + str(current_row_number)].font = name_font
        ws['D' + str(current_row_number)].alignment = c_c_alignment
        ws['D' + str(current_row_number)].border = f_border
        ws['D' + str(current_row_number)] = _('Ton of Standard Coal(TCE) by Energy Category')

        current_row_number += 1

        subtotals_in_kgce_saving_sum = sum_list(reporting_period_data['subtotals_in_kgce_saving'])

        for i in range(0, ca_len):
            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)] = reporting_period_data['names'][i]

            ws['C' + str(current_row_number)].font = name_font
            ws['C' + str(current_row_number)].alignment = c_c_alignment
            ws['C' + str(current_row_number)].border = f_border
            ws['C' + str(current_row_number)] = round2(reporting_period_data['subtotals_in_kgce_saving'][i] / 1000, 3)

            ws['D' + str(current_row_number)].font = name_font
            ws['D' + str(current_row_number)].alignment = c_c_alignment
            ws['D' + str(current_row_number)].border = f_border
            ws['D' + str(current_row_number)] = str(round2(reporting_period_data['subtotals_in_kgce_saving'][i] /
                                                          subtotals_in_kgce_saving_sum * 100, 2)) + '%' \
                if abs(subtotals_in_kgce_saving_sum) > 0 else '-'

            current_row_number += 1

        table_end_row_number = current_row_number - 1

        if ca_len < 4:
            current_row_number = current_row_number - ca_len + 4

        current_row_number += 1

        pie = PieChart()
        pie.title = name + ' ' + _('Ton of Standard Coal(TCE) by Energy Category')
        labels = Reference(ws, min_col=2, min_row=table_start_row_number + 1, max_row=table_end_row_number)
        pie_data = Reference(ws, min_col=3, min_row=table_start_row_number, max_row=table_end_row_number)
        pie.add_data(pie_data, titles_from_data=True)
        pie.set_categories(labels)
        pie.height = 7.25
        pie.width = 9
        s1 = pie.series[0]
        s1.dLbls = DataLabelList()
        s1.dLbls.showCatName = False
        s1.dLbls.showVal = True
        s1.dLbls.showPercent = True
        ws.add_chart(pie, 'E' + str(chart_start_row_number))

        ws['B' + str(current_row_number)].font = title_font
        ws['B' + str(current_row_number)] = name + ' ' + _('Ton of Carbon Dioxide Emissions(TCO2E) by Energy Category')

        current_row_number += 1
        table_start_row_number = current_row_number
        chart_start_row_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)].border = f_border

        ws['C' + str(current_row_number)].fill = table_fill
        ws['C' + str(current_row_number)].font = name_font
        ws['C' + str(current_row_number)].alignment = c_c_alignment
        ws['C' + str(current_row_number)].border = f_border
        ws['C' + str(current_row_number)] = _('Saving')

        ws['D' + str(current_row_number)].fill = table_fill
        ws['D' + str(current_row_number)].font = name_font
        ws['D' + str(current_row_number)].alignment = c_c_alignment
        ws['D' + str(current_row_number)].border = f_border
        ws['D' + str(current_row_number)] = _('Ton of Carbon Dioxide Emissions(TCO2E) by Energy Category')

        current_row_number += 1

        subtotals_in_kgco2e_saving_sum = sum_list(reporting_period_data['subtotals_in_kgco2e_saving'])

        for i in range(0, ca_len):
            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)] = reporting_period_data['names'][i]

            ws['C' + str(current_row_number)].font = name_font
            ws['C' + str(current_row_number)].alignment = c_c_alignment
            ws['C' + str(current_row_number)].border = f_border
            ws['C' + str(current_row_number)] = round2(reporting_period_data['subtotals_in_kgco2e_saving'][i] / 1000, 3)

            ws['D' + str(current_row_number)].font = name_font
            ws['D' + str(current_row_number)].alignment = c_c_alignment
            ws['D' + str(current_row_number)].border = f_border
            ws['D' + str(current_row_number)] = str(round2(reporting_period_data['subtotals_in_kgco2e_saving'][i] /
                                                          subtotals_in_kgco2e_saving_sum * 100, 2)) + '%' \
                if abs(subtotals_in_kgco2e_saving_sum) > 0 else '-'

            current_row_number += 1

        table_end_row_number = current_row_number - 1

        if ca_len < 4:
            current_row_number = current_row_number - ca_len + 4

        current_row_number += 1

        pie = PieChart()
        pie.title = name + ' ' + _('Ton of Carbon Dioxide Emissions(TCO2E) by Energy Category')
        labels = Reference(ws, min_col=2, min_row=table_start_row_number + 1, max_row=table_end_row_number)
        pie_data = Reference(ws, min_col=3, min_row=table_start_row_number, max_row=table_end_row_number)
        pie.add_data(pie_data, titles_from_data=True)
        pie.set_categories(labels)
        pie.height = 7.25
        pie.width = 9
        s1 = pie.series[0]
        s1.dLbls = DataLabelList()
        s1.dLbls.showCatName = False
        s1.dLbls.showVal = True
        s1.dLbls.showPercent = True
        ws.add_chart(pie, 'E' + str(chart_start_row_number))

    ####################################################################################################################

    table_start_draw_flag = current_row_number + 1

    if 'values_saving' not in reporting_period_data.keys() or \
            reporting_period_data['values_saving'] is None or \
            len(reporting_period_data['values_saving']) == 0 or \
            'timestamps' not in reporting_period_data.keys() or \
            reporting_period_data['timestamps'] is None or \
            len(reporting_period_data['timestamps']) == 0 or \
            len(reporting_period_data['timestamps'][0]) == 0:
        pass
    else:
        if not is_base_period_timestamp_exists_flag:
            reporting_period_data = report['reporting_period']
            times = reporting_period_data['timestamps']
            ca_len = len(report['reporting_period']['names'])
            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 + ' ' + _('Detailed Data')

            current_row_number += 1
            # 1: Stand for blank line  2: Stand for title
            current_row_number += ca_len * 6 + real_timestamps_len * 6 + 1 + 2
            table_start_row_number = current_row_number

            time = times[0]
            has_data = False

            if len(time) > 0:
                has_data = True

            if has_data:

                ws.row_dimensions[current_row_number].height = 60
                current_col_number = 2
                col = format_cell.get_column_letter(current_col_number)
                ws[col + str(current_row_number)].fill = table_fill
                ws[col + str(current_row_number)].font = title_font
                ws[col + str(current_row_number)].border = f_border
                ws[col + str(current_row_number)].alignment = c_c_alignment
                ws[col + str(current_row_number)] = _('Datetime')

                for i in range(0, ca_len):
                    current_col_number += 1
                    col = format_cell.get_column_letter(current_col_number)

                    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)] = reporting_period_data['names'][i] + \
                        " (" + reporting_period_data['units'][i] + ")"
                    ws[col + str(current_row_number)].border = f_border

                current_row_number += 1

                for i in range(0, len(time)):
                    current_col_number = 2
                    col = format_cell.get_column_letter(current_col_number)
                    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)] = time[i]
                    ws[col + str(current_row_number)].border = f_border

                    for j in range(0, ca_len):
                        current_col_number += 1
                        col = format_cell.get_column_letter(current_col_number)

                        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)] = round2(reporting_period_data['values_saving'][j][i], 2)
                        ws[col + str(current_row_number)].border = f_border

                    current_row_number += 1

                table_end_row_number = current_row_number - 1

                current_col_number = 2
                col = format_cell.get_column_letter(current_col_number)
                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)] = _('Subtotal')
                ws[col + str(current_row_number)].border = f_border

                for i in range(0, ca_len):
                    current_col_number += 1
                    col = format_cell.get_column_letter(current_col_number)

                    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)] = round2(reporting_period_data['subtotals_saving'][i], 2)
                    ws[col + str(current_row_number)].border = f_border

                    # line
                    line = LineChart()
                    line.title = _('Reporting Period Saving') + ' - ' \
                        + reporting_period_data['names'][i] + " (" + reporting_period_data['units'][i] + ")"
                    labels = Reference(ws, min_col=2, min_row=table_start_row_number + 1, max_row=table_end_row_number)
                    line_data = Reference(ws, min_col=3 + i, min_row=table_start_row_number,
                                          max_row=table_end_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 = True
                    line.dLbls.showPercent = False
                    chart_col = 'B'
                    chart_cell = chart_col + str(table_start_draw_flag + 6 * i)
                    ws.add_chart(line, chart_cell)

                current_row_number += 2
        else:
            base_period_data = report['base_period']
            reporting_period_data = report['reporting_period']
            base_period_timestamps = base_period_data['timestamps']
            reporting_period_timestamps = reporting_period_data['timestamps']
            # Tip:
            #     base_period_data['names'] == reporting_period_data['names']
            #     base_period_data['units'] == reporting_period_data['units']
            base_period_data_ca_len = len(base_period_data['names'])
            reporting_period_data_ca_len = len(reporting_period_data['names'])
            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 + ' ' + _('Detailed Data')

            current_row_number += 1
            # 1: Stand for blank line  2: Stand for title
            current_row_number += reporting_period_data_ca_len * 6 + real_timestamps_len * 6 + 1 + 2
            table_start_row_number = current_row_number

            has_data = False

            if len(base_period_timestamps[0]) or len(reporting_period_timestamps[0]) > 0:
                has_data = True

            if has_data:
                ws.row_dimensions[current_row_number].height = 60
                current_col_number = 2
                col = format_cell.get_column_letter(current_col_number)
                ws[col + str(current_row_number)].fill = table_fill
                ws[col + str(current_row_number)].font = title_font
                ws[col + str(current_row_number)].border = f_border
                ws[col + str(current_row_number)].alignment = c_c_alignment
                ws[col + str(current_row_number)] = _('Base Period') + " - " + _('Datetime')

                for i in range(0, base_period_data_ca_len):
                    current_col_number += 1
                    col = format_cell.get_column_letter(current_col_number)

                    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)] = _('Base Period') + " - " + base_period_data['names'][i] + \
                        " (" + base_period_data['units'][i] + ")"
                    ws[col + str(current_row_number)].border = f_border
                current_col_number += 1
                col = format_cell.get_column_letter(current_col_number)

                ws[col + str(current_row_number)].fill = table_fill
                ws[col + str(current_row_number)].font = title_font
                ws[col + str(current_row_number)].border = f_border
                ws[col + str(current_row_number)].alignment = c_c_alignment
                ws[col + str(current_row_number)] = _('Reporting Period') + " - " + _('Datetime')

                for i in range(0, reporting_period_data_ca_len):
                    current_col_number += 1
                    col = format_cell.get_column_letter(current_col_number)
                    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)] = _('Reporting Period') + " - " \
                        + reporting_period_data['names'][i] + " (" + \
                        reporting_period_data['units'][i] + ")"
                    ws[col + str(current_row_number)].border = f_border

                current_row_number += 1

                max_timestamps_len = len(base_period_timestamps[0]) \
                    if len(base_period_timestamps[0]) >= len(reporting_period_timestamps[0]) \
                    else len(reporting_period_timestamps[0])

                for i in range(0, max_timestamps_len):
                    current_col_number = 2
                    col = format_cell.get_column_letter(current_col_number)
                    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)] = base_period_timestamps[0][i] \
                        if i < len(base_period_timestamps[0]) else None
                    ws[col + str(current_row_number)].border = f_border

                    for j in range(0, base_period_data_ca_len):
                        current_col_number += 1
                        col = format_cell.get_column_letter(current_col_number)

                        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)] = round2(base_period_data['values_saving'][j][i], 2) \
                            if i < len(base_period_data['values_saving'][j]) else None
                        ws[col + str(current_row_number)].border = f_border
                    current_col_number += 1
                    col = format_cell.get_column_letter(current_col_number)

                    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)] = reporting_period_timestamps[0][i] \
                        if i < len(reporting_period_timestamps[0]) else None
                    ws[col + str(current_row_number)].border = f_border

                    for j in range(0, reporting_period_data_ca_len):
                        current_col_number += 1
                        col = format_cell.get_column_letter(current_col_number)

                        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)] = round2(reporting_period_data['values_saving'][j][i], 2) \
                            if i < len(reporting_period_data['values_saving'][j]) else None
                        ws[col + str(current_row_number)].border = f_border

                    current_row_number += 1

                current_col_number = 2
                col = format_cell.get_column_letter(current_col_number)
                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)] = _('Subtotal')
                ws[col + str(current_row_number)].border = f_border

                for i in range(0, base_period_data_ca_len):
                    current_col_number += 1
                    col = format_cell.get_column_letter(current_col_number)
                    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)] = round2(base_period_data['subtotals_saving'][i], 2)
                    ws[col + str(current_row_number)].border = f_border

                current_col_number += 1
                col = format_cell.get_column_letter(current_col_number)

                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)] = _('Subtotal')
                ws[col + str(current_row_number)].border = f_border

                for i in range(0, reporting_period_data_ca_len):
                    current_col_number += 1
                    col = format_cell.get_column_letter(current_col_number)
                    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)] = round2(reporting_period_data['subtotals_saving'][i], 2)
                    ws[col + str(current_row_number)].border = f_border

                for i in range(0, reporting_period_data_ca_len):
                    # line
                    line = LineChart()
                    line.title = _('Base Period Saving') + ' / ' \
                        + _('Reporting Period Saving') + ' - ' \
                        + reporting_period_data['names'][i] + " (" + reporting_period_data['units'][i] + ")"
                    labels = Reference(ws, min_col=2 + base_period_data_ca_len + 1,
                                       min_row=table_start_row_number + 1,
                                       max_row=table_start_row_number + len(reporting_period_timestamps[0]))
                    base_line_data = Reference(ws, min_col=3 + i, min_row=table_start_row_number,
                                               max_row=table_start_row_number + len(reporting_period_timestamps[0]))
                    reporting_line_data = Reference(ws, min_col=3 + base_period_data_ca_len + 1 + i,
                                                    min_row=table_start_row_number,
                                                    max_row=table_start_row_number
                                                    + len(reporting_period_timestamps[0]))
                    line.add_data(base_line_data, titles_from_data=True)
                    line.add_data(reporting_line_data, titles_from_data=True)
                    line.set_categories(labels)
                    for j in range(len(line.series)):
                        line.series[j].marker.symbol = "circle"
                        line.series[j].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
                    line.dLbls.showPercent = False
                    chart_col = 'B'
                    chart_cell = chart_col + str(table_start_draw_flag + 6 * i)
                    ws.add_chart(line, chart_cell)

                current_row_number += 2

    ####################################################################################################################
    current_sheet_parameters_row_number = table_start_draw_flag + len(reporting_period_data['names']) * 6 + 1
    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']):
        pass
    else:
        ################################################################################################################
        # new worksheet
        ################################################################################################################

        parameters_data = report['parameters']
        parameters_names_len = len(parameters_data['names'])

        file_name = (re.sub(r'[^A-Z]', '', ws.title))+'aving_'
        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")
        parameters_ws.add_image(img, 'A1')

        # Title

        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'] = name

        parameters_ws['D3'].alignment = b_r_alignment
        parameters_ws['D3'] = _('Period Type') + ':'
        parameters_ws['E3'].border = b_border
        parameters_ws['E3'].alignment = b_c_alignment
        parameters_ws['E3'] = period_type

        parameters_ws['B4'].alignment = b_r_alignment
        parameters_ws['B4'] = _('Reporting Start Datetime') + ':'
        parameters_ws['C4'].border = b_border
        parameters_ws['C4'].alignment = b_c_alignment
        parameters_ws['C4'] = reporting_start_datetime_local

        parameters_ws['D4'].alignment = b_r_alignment
        parameters_ws['D4'] = _('Reporting End Datetime') + ':'
        parameters_ws['E4'].border = b_border
        parameters_ws['E4'].alignment = b_c_alignment
        parameters_ws['E4'] = reporting_end_datetime_local

        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)] = round2(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 sum_list(lists):
    total = Decimal(0.0)

    for i in range(0, len(lists)):
        total += lists[i]

    return total


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


def is_base_period_timestamp_exists(base_period_data):
    timestamps = base_period_data['timestamps']

    if len(timestamps) == 0:
        return False

    for timestamp in timestamps:
        if len(timestamp) > 0:
            return True

    return False