MyEMS /
myems
| Total Complexity | 104 |
| Total Lines | 944 |
| Duplicated Lines | 6.04 % |
| Changes | 0 | ||
Duplicate code is one of the most pungent code smells. A rule that is often used is to re-structure code once it is duplicated in three or more places.
Common duplication problems, and corresponding solutions are:
Complex classes like excelexporters.spaceenergyitem often do a lot of different things. To break such a class down, we need to identify a cohesive component within that class. A common approach to find such a component is to look for fields/methods that share the same prefixes, or suffixes.
Once you have determined the fields that belong together, you can apply the Extract Class refactoring. If the component makes sense as a sub-class, Extract Subclass is also a candidate, and is often faster.
| 1 | """ |
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| 2 | Space Energy Item Excel Exporter |
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| 3 | |||
| 4 | This module provides functionality to export space energy item data to Excel format. |
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| 5 | It generates comprehensive reports showing energy consumption by specific energy items |
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| 6 | for spaces with detailed analysis and visualizations. |
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| 7 | |||
| 8 | Key Features: |
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| 9 | - Space energy consumption by energy items |
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| 10 | - Base period vs reporting period comparison |
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| 11 | - Energy item proportion analysis |
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| 12 | - Detailed data with charts |
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| 13 | - Child spaces analysis |
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| 14 | - Multi-language support |
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| 15 | - Base64 encoding for file transmission |
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| 16 | |||
| 17 | The exported Excel file includes: |
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| 18 | - Energy consumption summary by energy items |
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| 19 | - Base period comparison data |
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| 20 | - Item proportion analysis with pie charts |
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| 21 | - Detailed time-series data with line charts |
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| 22 | - Child spaces data with charts |
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| 23 | - Parameter data (if available) |
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| 24 | """ |
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| 25 | |||
| 26 | import base64 |
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| 27 | from core.utilities import get_translation |
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| 28 | import os |
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| 29 | import re |
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| 30 | import uuid |
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| 31 | import openpyxl.utils.cell as format_cell |
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| 32 | from openpyxl import Workbook |
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| 33 | from openpyxl.chart import PieChart, LineChart, Reference |
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| 34 | from openpyxl.chart.label import DataLabelList |
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| 35 | from openpyxl.drawing.image import Image |
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| 36 | from openpyxl.styles import PatternFill, Border, Side, Alignment, Font |
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| 37 | from core.utilities import round2 |
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| 38 | |||
| 39 | #################################################################################################################### |
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| 40 | # PROCEDURES |
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| 41 | # Step 1: Validate the report data |
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| 42 | # Step 2: Generate excel file |
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| 43 | # Step 3: Encode the excel file to Base64 |
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| 44 | #################################################################################################################### |
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| 45 | |||
| 46 | |||
| 47 | View Code Duplication | def export(report, |
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|
Duplication
introduced
by
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| 48 | name, |
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| 49 | base_period_start_datetime_local, |
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| 50 | base_period_end_datetime_local, |
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| 51 | reporting_start_datetime_local, |
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| 52 | reporting_end_datetime_local, |
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| 53 | period_type, |
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| 54 | language): |
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| 55 | #################################################################################################################### |
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| 56 | # Step 1: Validate the report data |
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| 57 | #################################################################################################################### |
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| 58 | if report is None: |
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| 59 | return None |
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| 60 | print(report) |
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| 61 | |||
| 62 | #################################################################################################################### |
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| 63 | # Step 2: Generate excel file from the report data |
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| 64 | #################################################################################################################### |
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| 65 | filename = generate_excel(report, |
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| 66 | name, |
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| 67 | base_period_start_datetime_local, |
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| 68 | base_period_end_datetime_local, |
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| 69 | reporting_start_datetime_local, |
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| 70 | reporting_end_datetime_local, |
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| 71 | period_type, |
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| 72 | language) |
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| 73 | #################################################################################################################### |
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| 74 | # Step 3: Encode the excel file to Base64 |
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| 75 | #################################################################################################################### |
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| 76 | binary_file_data = b'' |
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| 77 | try: |
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| 78 | with open(filename, 'rb') as binary_file: |
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| 79 | binary_file_data = binary_file.read() |
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| 80 | except IOError as ex: |
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| 81 | print(str(ex)) |
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| 82 | |||
| 83 | # Base64 encode the bytes |
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| 84 | base64_encoded_data = base64.b64encode(binary_file_data) |
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| 85 | # get the Base64 encoded data using human-readable characters. |
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| 86 | base64_message = base64_encoded_data.decode('utf-8') |
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| 87 | # delete the file from server |
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| 88 | try: |
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| 89 | os.remove(filename) |
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| 90 | except NotImplementedError as ex: |
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| 91 | print(str(ex)) |
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| 92 | return base64_message |
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| 93 | |||
| 94 | |||
| 95 | def generate_excel(report, |
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| 96 | name, |
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| 97 | base_period_start_datetime_local, |
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| 98 | base_period_end_datetime_local, |
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| 99 | reporting_start_datetime_local, |
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| 100 | reporting_end_datetime_local, |
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| 101 | period_type, |
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| 102 | language): |
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| 103 | trans = get_translation(language) |
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| 104 | trans.install() |
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| 105 | _ = trans.gettext |
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| 106 | |||
| 107 | wb = Workbook() |
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| 108 | ws = wb.active |
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| 109 | ws.title = "SpaceEnergyItem" |
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| 110 | |||
| 111 | # Row height |
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| 112 | ws.row_dimensions[1].height = 102 |
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| 113 | for i in range(2, 2000 + 1): |
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| 114 | ws.row_dimensions[i].height = 42 |
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| 115 | |||
| 116 | # Col width |
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| 117 | ws.column_dimensions['A'].width = 1.5 |
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| 118 | |||
| 119 | ws.column_dimensions['B'].width = 25.0 |
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| 120 | |||
| 121 | for i in range(ord('C'), ord('Z')): |
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| 122 | ws.column_dimensions[chr(i)].width = 15.0 |
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| 123 | |||
| 124 | # Font |
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| 125 | name_font = Font(name='Arial', size=15, bold=True) |
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| 126 | title_font = Font(name='Arial', size=15, bold=True) |
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| 127 | |||
| 128 | table_fill = PatternFill(fill_type='solid', fgColor='90ee90') |
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| 129 | f_border = Border(left=Side(border_style='medium'), |
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| 130 | right=Side(border_style='medium'), |
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| 131 | bottom=Side(border_style='medium'), |
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| 132 | top=Side(border_style='medium') |
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| 133 | ) |
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| 134 | b_border = Border( |
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| 135 | bottom=Side(border_style='medium'), |
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| 136 | ) |
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| 137 | |||
| 138 | b_c_alignment = Alignment(vertical='bottom', |
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| 139 | horizontal='center', |
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| 140 | text_rotation=0, |
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| 141 | wrap_text=True, |
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| 142 | shrink_to_fit=False, |
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| 143 | indent=0) |
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| 144 | c_c_alignment = Alignment(vertical='center', |
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| 145 | horizontal='center', |
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| 146 | text_rotation=0, |
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| 147 | wrap_text=True, |
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| 148 | shrink_to_fit=False, |
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| 149 | indent=0) |
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| 150 | b_r_alignment = Alignment(vertical='bottom', |
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| 151 | horizontal='right', |
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| 152 | text_rotation=0, |
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| 153 | wrap_text=True, |
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| 154 | shrink_to_fit=False, |
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| 155 | indent=0) |
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| 156 | # Img |
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| 157 | img = Image("excelexporters/myems.png") |
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| 158 | ws.add_image(img, 'A1') |
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| 159 | |||
| 160 | # Title |
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| 161 | ws.row_dimensions[3].height = 60 |
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| 162 | |||
| 163 | ws['B3'].alignment = b_r_alignment |
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| 164 | ws['B3'] = _('Name') + ':' |
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| 165 | ws['C3'].border = b_border |
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| 166 | ws['C3'].alignment = b_c_alignment |
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| 167 | ws['C3'] = name |
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| 168 | |||
| 169 | ws['D3'].alignment = b_r_alignment |
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| 170 | ws['D3'] = _('Period Type') + ':' |
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| 171 | ws['E3'].border = b_border |
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| 172 | ws['E3'].alignment = b_c_alignment |
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| 173 | ws['E3'] = period_type |
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| 174 | |||
| 175 | ws['B4'].alignment = b_r_alignment |
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| 176 | ws['B4'] = _('Reporting Start Datetime') + ':' |
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| 177 | ws['C4'].border = b_border |
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| 178 | ws['C4'].alignment = b_c_alignment |
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| 179 | ws['C4'] = reporting_start_datetime_local |
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| 180 | |||
| 181 | ws['D4'].alignment = b_r_alignment |
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| 182 | ws['D4'] = _('Reporting End Datetime') + ':' |
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| 183 | ws['E4'].border = b_border |
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| 184 | ws['E4'].alignment = b_c_alignment |
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| 185 | ws['E4'] = reporting_end_datetime_local |
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| 186 | |||
| 187 | is_base_period_timestamp_exists_flag = is_base_period_timestamp_exists(report['base_period']) |
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| 188 | |||
| 189 | if is_base_period_timestamp_exists_flag: |
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| 190 | ws['B5'].alignment = b_r_alignment |
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| 191 | ws['B5'] = _('Base Period Start Datetime') + ':' |
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| 192 | ws['C5'].border = b_border |
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| 193 | ws['C5'].alignment = b_c_alignment |
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| 194 | ws['C5'] = base_period_start_datetime_local |
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| 195 | |||
| 196 | ws['D5'].alignment = b_r_alignment |
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| 197 | ws['D5'] = _('Base Period End Datetime') + ':' |
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| 198 | ws['E5'].border = b_border |
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| 199 | ws['E5'].alignment = b_c_alignment |
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| 200 | ws['E5'] = base_period_end_datetime_local |
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| 201 | |||
| 202 | if "reporting_period" not in report.keys() or \ |
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| 203 | "names" not in report['reporting_period'].keys() or len(report['reporting_period']['names']) == 0: |
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| 204 | filename = str(uuid.uuid4()) + '.xlsx' |
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| 205 | wb.save(filename) |
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| 206 | |||
| 207 | return filename |
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| 208 | |||
| 209 | #################################################################################################################### |
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| 210 | current_row_number = 7 |
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| 211 | reporting_period_data = report['reporting_period'] |
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| 212 | if "names" not in reporting_period_data.keys() or \ |
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| 213 | reporting_period_data['names'] is None or \ |
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| 214 | len(reporting_period_data['names']) == 0: |
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| 215 | pass |
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| 216 | else: |
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| 217 | ws['B' + str(current_row_number)].font = title_font |
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| 218 | ws['B' + str(current_row_number)] = name + ' ' + _('Reporting Period Consumption') |
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| 219 | |||
| 220 | current_row_number += 1 |
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| 221 | |||
| 222 | category = reporting_period_data['names'] |
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| 223 | ca_len = len(category) |
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| 224 | |||
| 225 | ws.row_dimensions[current_row_number].height = 60 |
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| 226 | ws['B' + str(current_row_number)].fill = table_fill |
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| 227 | ws['B' + str(current_row_number)].border = f_border |
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| 228 | |||
| 229 | col = 'C' |
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| 230 | |||
| 231 | for i in range(0, ca_len): |
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| 232 | ws[col + str(current_row_number)].fill = table_fill |
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| 233 | ws[col + str(current_row_number)].font = name_font |
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| 234 | ws[col + str(current_row_number)].alignment = c_c_alignment |
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| 235 | ws[col + str(current_row_number)].border = f_border |
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| 236 | ws[col + str(current_row_number)] = \ |
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| 237 | reporting_period_data['names'][i] + " " + reporting_period_data['energy_category_names'][i] + \ |
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| 238 | " (" + reporting_period_data['units'][i] + ")" |
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| 239 | |||
| 240 | col = chr(ord(col) + 1) |
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| 241 | |||
| 242 | current_row_number += 1 |
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| 243 | |||
| 244 | ws['B' + str(current_row_number)].font = title_font |
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| 245 | ws['B' + str(current_row_number)].alignment = c_c_alignment |
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| 246 | ws['B' + str(current_row_number)].border = f_border |
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| 247 | ws['B' + str(current_row_number)] = _('Consumption') |
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| 248 | |||
| 249 | col = 'C' |
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| 250 | |||
| 251 | for i in range(0, ca_len): |
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| 252 | ws[col + str(current_row_number)].font = name_font |
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| 253 | ws[col + str(current_row_number)].alignment = c_c_alignment |
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| 254 | ws[col + str(current_row_number)].border = f_border |
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| 255 | ws[col + str(current_row_number)] = round2(reporting_period_data['subtotals'][i], 2) |
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| 256 | |||
| 257 | col = chr(ord(col) + 1) |
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| 258 | |||
| 259 | current_row_number += 1 |
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| 260 | |||
| 261 | ws['B' + str(current_row_number)].font = title_font |
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| 262 | ws['B' + str(current_row_number)].alignment = c_c_alignment |
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| 263 | ws['B' + str(current_row_number)].border = f_border |
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| 264 | ws['B' + str(current_row_number)] = _('Per Unit Area') |
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| 265 | |||
| 266 | col = 'C' |
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| 267 | |||
| 268 | for i in range(0, ca_len): |
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| 269 | ws[col + str(current_row_number)].font = name_font |
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| 270 | ws[col + str(current_row_number)].alignment = c_c_alignment |
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| 271 | ws[col + str(current_row_number)].border = f_border |
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| 272 | ws[col + str(current_row_number)] = round2(reporting_period_data['subtotals_per_unit_area'][i], 2) |
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| 273 | |||
| 274 | col = chr(ord(col) + 1) |
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| 275 | |||
| 276 | current_row_number += 1 |
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| 277 | |||
| 278 | ws['B' + str(current_row_number)].font = title_font |
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| 279 | ws['B' + str(current_row_number)].alignment = c_c_alignment |
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| 280 | ws['B' + str(current_row_number)].border = f_border |
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| 281 | ws['B' + str(current_row_number)] = _('Increment Rate') |
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| 282 | |||
| 283 | col = 'C' |
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| 284 | |||
| 285 | for i in range(0, ca_len): |
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| 286 | ws[col + str(current_row_number)].font = name_font |
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| 287 | ws[col + str(current_row_number)].alignment = c_c_alignment |
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| 288 | ws[col + str(current_row_number)].border = f_border |
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| 289 | ws[col + str(current_row_number)] = str( |
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| 290 | round2(reporting_period_data['increment_rates'][i] * 100, 2)) + '%' \ |
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| 291 | if reporting_period_data['increment_rates'][i] is not None else '-' |
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| 292 | |||
| 293 | col = chr(ord(col) + 1) |
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| 294 | |||
| 295 | current_row_number += 2 |
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| 296 | |||
| 297 | category_dict = group_by_category(reporting_period_data['energy_category_names']) |
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| 298 | |||
| 299 | for category_dict_name, category_dict_values in category_dict.items(): |
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| 300 | |||
| 301 | ws['B' + str(current_row_number)].font = title_font |
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| 302 | ws['B' + str(current_row_number)] = name + ' ' + category_dict_name + ' ' + \ |
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| 303 | '(' + reporting_period_data['units'][category_dict_values[0]] + ') by Energy Item' |
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| 304 | |||
| 305 | current_row_number += 1 |
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| 306 | table_start_row_number = current_row_number |
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| 307 | |||
| 308 | ws['B' + str(current_row_number)].fill = table_fill |
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| 309 | ws['B' + str(current_row_number)].border = f_border |
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| 310 | |||
| 311 | ws['C' + str(current_row_number)].font = name_font |
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| 312 | ws['C' + str(current_row_number)].fill = table_fill |
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| 313 | ws['C' + str(current_row_number)].alignment = c_c_alignment |
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| 314 | ws['C' + str(current_row_number)].border = f_border |
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| 315 | ws['C' + str(current_row_number)] = _('Consumption') |
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| 316 | |||
| 317 | current_row_number += 1 |
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| 318 | |||
| 319 | for i in category_dict_values: |
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| 320 | ws['B' + str(current_row_number)].font = title_font |
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| 321 | ws['B' + str(current_row_number)].alignment = c_c_alignment |
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| 322 | ws['B' + str(current_row_number)].border = f_border |
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| 323 | ws['B' + str(current_row_number)] = \ |
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| 324 | reporting_period_data['names'][i] + " (" + reporting_period_data['units'][i] + ")" |
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| 325 | ws['C' + str(current_row_number)].font = name_font |
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| 326 | ws['C' + str(current_row_number)].alignment = c_c_alignment |
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| 327 | ws['C' + str(current_row_number)].border = f_border |
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| 328 | ws['C' + str(current_row_number)] = round2(reporting_period_data['subtotals'][i], 3) |
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| 329 | |||
| 330 | current_row_number += 1 |
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| 331 | |||
| 332 | table_end_row_number = current_row_number - 1 |
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| 333 | |||
| 334 | pie = PieChart() |
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| 335 | pie.title = name + ' ' + category_dict_name + ' ' + \ |
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| 336 | '(' + reporting_period_data['units'][category_dict_values[0]] + ') by Energy Item' |
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| 337 | labels = Reference(ws, min_col=2, min_row=table_start_row_number + 1, max_row=table_end_row_number) |
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| 338 | pie_data = Reference(ws, min_col=3, min_row=table_start_row_number, max_row=table_end_row_number) |
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| 339 | pie.add_data(pie_data, titles_from_data=True) |
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| 340 | pie.set_categories(labels) |
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| 341 | pie.height = 6.6 |
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| 342 | pie.width = 9 |
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| 343 | s1 = pie.series[0] |
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| 344 | s1.dLbls = DataLabelList() |
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| 345 | s1.dLbls.showCatName = False |
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| 346 | s1.dLbls.showVal = False |
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| 347 | s1.dLbls.showPercent = True |
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| 348 | ws.add_chart(pie, 'D' + str(table_start_row_number)) |
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| 349 | |||
| 350 | if len(category_dict_values) < 4: |
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| 351 | current_row_number = current_row_number - len(category_dict_values) + 4 |
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| 352 | |||
| 353 | current_row_number += 1 |
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| 354 | |||
| 355 | #################################################################################################################### |
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| 356 | chart_start_row_number = current_row_number |
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| 357 | |||
| 358 | has_values_data = True |
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| 359 | has_timestamps_data = True |
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| 360 | |||
| 361 | if 'values' not in reporting_period_data.keys() or \ |
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| 362 | reporting_period_data['values'] is None or \ |
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| 363 | len(reporting_period_data['values']) == 0: |
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| 364 | has_values_data = False |
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| 365 | |||
| 366 | if 'timestamps' not in reporting_period_data.keys() or \ |
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| 367 | reporting_period_data['timestamps'] is None or \ |
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| 368 | len(reporting_period_data['timestamps']) == 0 or \ |
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| 369 | len(reporting_period_data['timestamps'][0]) == 0: |
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| 370 | has_timestamps_data = False |
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| 371 | |||
| 372 | if not is_base_period_timestamp_exists_flag: |
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| 373 | if has_values_data and has_timestamps_data: |
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| 374 | ca_len = len(reporting_period_data['names']) |
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| 375 | time = reporting_period_data['timestamps'][0] |
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| 376 | real_timestamps_len = timestamps_data_not_equal_0(report['parameters']['timestamps']) |
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| 377 | ws['B' + str(current_row_number)].font = title_font |
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| 378 | ws['B' + str(current_row_number)] = name + ' ' + _('Detailed Data') |
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| 379 | |||
| 380 | current_row_number += 1 |
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| 381 | |||
| 382 | chart_start_row_number = current_row_number |
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| 383 | |||
| 384 | # 1: Stand for blank line 2: Stand for title |
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| 385 | current_row_number += ca_len * 6 + real_timestamps_len * 6 + 1 + 2 |
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| 386 | table_start_row_number = current_row_number |
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| 387 | |||
| 388 | ws.row_dimensions[current_row_number].height = 60 |
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| 389 | ws['B' + str(current_row_number)].fill = table_fill |
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| 390 | ws['B' + str(current_row_number)].font = title_font |
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| 391 | ws['B' + str(current_row_number)].alignment = c_c_alignment |
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| 392 | ws['B' + str(current_row_number)].border = f_border |
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| 393 | ws['B' + str(current_row_number)] = _('Datetime') |
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| 394 | |||
| 395 | col = 'C' |
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| 396 | |||
| 397 | for i in range(0, ca_len): |
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| 398 | ws[col + str(current_row_number)].fill = table_fill |
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| 399 | ws[col + str(current_row_number)].font = title_font |
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| 400 | ws[col + str(current_row_number)].alignment = c_c_alignment |
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| 401 | ws[col + str(current_row_number)].border = f_border |
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| 402 | ws[col + str(current_row_number)] = \ |
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| 403 | reporting_period_data['names'][i] + " (" + reporting_period_data['units'][i] + ")" |
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| 404 | col = chr(ord(col) + 1) |
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| 405 | |||
| 406 | current_row_number += 1 |
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| 407 | |||
| 408 | for i in range(0, len(time)): |
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| 409 | ws['B' + str(current_row_number)].font = title_font |
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| 410 | ws['B' + str(current_row_number)].alignment = c_c_alignment |
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| 411 | ws['B' + str(current_row_number)].border = f_border |
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| 412 | ws['B' + str(current_row_number)] = time[i] |
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| 413 | |||
| 414 | col = 'C' |
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| 415 | for j in range(0, ca_len): |
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| 416 | ws[col + str(current_row_number)].font = title_font |
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| 417 | ws[col + str(current_row_number)].alignment = c_c_alignment |
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| 418 | ws[col + str(current_row_number)].border = f_border |
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| 419 | ws[col + str(current_row_number)] = round2(reporting_period_data['values'][j][i], 2) \ |
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| 420 | if reporting_period_data['values'][j][i] is not None else 0.00 |
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| 421 | col = chr(ord(col) + 1) |
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| 422 | |||
| 423 | current_row_number += 1 |
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| 424 | |||
| 425 | table_end_row_number = current_row_number - 1 |
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| 426 | |||
| 427 | ws['B' + str(current_row_number)].font = title_font |
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| 428 | ws['B' + str(current_row_number)].alignment = c_c_alignment |
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| 429 | ws['B' + str(current_row_number)].border = f_border |
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| 430 | ws['B' + str(current_row_number)] = _('Subtotal') |
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| 431 | |||
| 432 | col = 'C' |
||
| 433 | |||
| 434 | for i in range(0, ca_len): |
||
| 435 | ws[col + str(current_row_number)].font = title_font |
||
| 436 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
| 437 | ws[col + str(current_row_number)].border = f_border |
||
| 438 | ws[col + str(current_row_number)] = round2(reporting_period_data['subtotals'][i], 2) |
||
| 439 | col = chr(ord(col) + 1) |
||
| 440 | |||
| 441 | current_row_number += 2 |
||
| 442 | |||
| 443 | for i in range(0, ca_len): |
||
| 444 | line = LineChart() |
||
| 445 | line.title = _('Reporting Period Consumption') + ' - ' \ |
||
| 446 | + reporting_period_data['names'][i] + " (" + reporting_period_data['units'][i] + ")" |
||
| 447 | labels = Reference(ws, min_col=2, |
||
| 448 | min_row=table_start_row_number + 1, |
||
| 449 | max_row=table_end_row_number) |
||
| 450 | reporting_line_data = Reference(ws, min_col=3 + i, |
||
| 451 | min_row=table_start_row_number, |
||
| 452 | max_row=table_end_row_number) |
||
| 453 | line.add_data(reporting_line_data, titles_from_data=True) |
||
| 454 | line.set_categories(labels) |
||
| 455 | reporting_line_data = line.series[0] |
||
| 456 | reporting_line_data.marker.symbol = "auto" |
||
| 457 | reporting_line_data.smooth = True |
||
| 458 | line.x_axis.crosses = 'min' |
||
| 459 | line.height = 8.25 |
||
| 460 | line.width = 24 |
||
| 461 | chart_col = 'B' |
||
| 462 | chart_cell = chart_col + str(chart_start_row_number) |
||
| 463 | chart_start_row_number += 6 |
||
| 464 | ws.add_chart(line, chart_cell) |
||
| 465 | |||
| 466 | else: |
||
| 467 | if has_values_data and has_timestamps_data: |
||
| 468 | base_period_data = report['base_period'] |
||
| 469 | reporting_period_data = report['reporting_period'] |
||
| 470 | base_period_timestamps = base_period_data['timestamps'] |
||
| 471 | reporting_period_timestamps = reporting_period_data['timestamps'] |
||
| 472 | # Tip: |
||
| 473 | # base_period_data['names'] == reporting_period_data['names'] |
||
| 474 | # base_period_data['units'] == reporting_period_data['units'] |
||
| 475 | base_period_data_ca_len = len(base_period_data['names']) |
||
| 476 | reporting_period_data_ca_len = len(reporting_period_data['names']) |
||
| 477 | real_timestamps_len = timestamps_data_not_equal_0(report['parameters']['timestamps']) |
||
| 478 | ws['B' + str(current_row_number)].font = title_font |
||
| 479 | ws['B' + str(current_row_number)] = name + ' ' + _('Detailed Data') |
||
| 480 | current_row_number += 1 |
||
| 481 | |||
| 482 | chart_start_row_number = current_row_number |
||
| 483 | |||
| 484 | # 1: Stand for blank line 2: Stand for title |
||
| 485 | current_row_number += reporting_period_data_ca_len * 6 + real_timestamps_len * 6 + 1 + 2 |
||
| 486 | table_start_row_number = current_row_number |
||
| 487 | |||
| 488 | ws.row_dimensions[current_row_number].height = 60 |
||
| 489 | current_col_number = 2 |
||
| 490 | col = format_cell.get_column_letter(current_col_number) |
||
| 491 | ws[col + str(current_row_number)].fill = table_fill |
||
| 492 | ws[col + str(current_row_number)].font = title_font |
||
| 493 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
| 494 | ws[col + str(current_row_number)].border = f_border |
||
| 495 | ws[col + str(current_row_number)] = _('Base Period') + " - " + _('Datetime') |
||
| 496 | |||
| 497 | for i in range(0, base_period_data_ca_len): |
||
| 498 | current_col_number += 1 |
||
| 499 | col = format_cell.get_column_letter(current_col_number) |
||
| 500 | |||
| 501 | ws[col + str(current_row_number)].fill = table_fill |
||
| 502 | ws[col + str(current_row_number)].font = title_font |
||
| 503 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
| 504 | ws[col + str(current_row_number)] = _('Base Period') + " - " + base_period_data['names'][i] + \ |
||
| 505 | " (" + base_period_data['units'][i] + ")" |
||
| 506 | ws[col + str(current_row_number)].border = f_border |
||
| 507 | |||
| 508 | current_col_number += 1 |
||
| 509 | col = format_cell.get_column_letter(current_col_number) |
||
| 510 | |||
| 511 | ws[col + str(current_row_number)].fill = table_fill |
||
| 512 | ws[col + str(current_row_number)].font = title_font |
||
| 513 | ws[col + str(current_row_number)].border = f_border |
||
| 514 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
| 515 | ws[col + str(current_row_number)] = _('Reporting Period') + " - " + _('Datetime') |
||
| 516 | |||
| 517 | for i in range(0, reporting_period_data_ca_len): |
||
| 518 | current_col_number += 1 |
||
| 519 | col = format_cell.get_column_letter(current_col_number) |
||
| 520 | ws[col + str(current_row_number)].fill = table_fill |
||
| 521 | ws[col + str(current_row_number)].font = title_font |
||
| 522 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
| 523 | ws[col + str(current_row_number)] = _('Reporting Period') + " - " \ |
||
| 524 | + reporting_period_data['names'][i] + " (" + \ |
||
| 525 | reporting_period_data['units'][i] + ")" |
||
| 526 | ws[col + str(current_row_number)].border = f_border |
||
| 527 | |||
| 528 | current_row_number += 1 |
||
| 529 | |||
| 530 | max_timestamps_len = len(base_period_timestamps[0]) \ |
||
| 531 | if len(base_period_timestamps[0]) >= len(reporting_period_timestamps[0]) \ |
||
| 532 | else len(reporting_period_timestamps[0]) |
||
| 533 | |||
| 534 | for i in range(0, max_timestamps_len): |
||
| 535 | current_col_number = 2 |
||
| 536 | col = format_cell.get_column_letter(current_col_number) |
||
| 537 | ws[col + str(current_row_number)].font = title_font |
||
| 538 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
| 539 | ws[col + str(current_row_number)] = base_period_timestamps[0][i] \ |
||
| 540 | if i < len(base_period_timestamps[0]) else None |
||
| 541 | ws[col + str(current_row_number)].border = f_border |
||
| 542 | |||
| 543 | for j in range(0, base_period_data_ca_len): |
||
| 544 | current_col_number += 1 |
||
| 545 | col = format_cell.get_column_letter(current_col_number) |
||
| 546 | |||
| 547 | ws[col + str(current_row_number)].font = title_font |
||
| 548 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
| 549 | ws[col + str(current_row_number)] = round2(base_period_data['values'][j][i], 2) \ |
||
| 550 | if i < len(base_period_data['values'][j]) else None |
||
| 551 | ws[col + str(current_row_number)].border = f_border |
||
| 552 | current_col_number += 1 |
||
| 553 | col = format_cell.get_column_letter(current_col_number) |
||
| 554 | |||
| 555 | ws[col + str(current_row_number)].font = title_font |
||
| 556 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
| 557 | ws[col + str(current_row_number)] = reporting_period_timestamps[0][i] \ |
||
| 558 | if i < len(reporting_period_timestamps[0]) else None |
||
| 559 | ws[col + str(current_row_number)].border = f_border |
||
| 560 | |||
| 561 | for j in range(0, reporting_period_data_ca_len): |
||
| 562 | current_col_number += 1 |
||
| 563 | col = format_cell.get_column_letter(current_col_number) |
||
| 564 | |||
| 565 | ws[col + str(current_row_number)].font = title_font |
||
| 566 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
| 567 | ws[col + str(current_row_number)] = round2(reporting_period_data['values'][j][i], 2) \ |
||
| 568 | if i < len(reporting_period_data['values'][j]) else None |
||
| 569 | ws[col + str(current_row_number)].border = f_border |
||
| 570 | |||
| 571 | current_row_number += 1 |
||
| 572 | |||
| 573 | current_col_number = 2 |
||
| 574 | col = format_cell.get_column_letter(current_col_number) |
||
| 575 | |||
| 576 | ws[col + str(current_row_number)].font = title_font |
||
| 577 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
| 578 | ws[col + str(current_row_number)] = _('Subtotal') |
||
| 579 | ws[col + str(current_row_number)].border = f_border |
||
| 580 | |||
| 581 | for i in range(0, base_period_data_ca_len): |
||
| 582 | current_col_number += 1 |
||
| 583 | col = format_cell.get_column_letter(current_col_number) |
||
| 584 | ws[col + str(current_row_number)].font = title_font |
||
| 585 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
| 586 | ws[col + str(current_row_number)] = round2(base_period_data['subtotals'][i], 2) |
||
| 587 | ws[col + str(current_row_number)].border = f_border |
||
| 588 | |||
| 589 | current_col_number += 1 |
||
| 590 | col = format_cell.get_column_letter(current_col_number) |
||
| 591 | |||
| 592 | ws[col + str(current_row_number)].font = title_font |
||
| 593 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
| 594 | ws[col + str(current_row_number)] = _('Subtotal') |
||
| 595 | ws[col + str(current_row_number)].border = f_border |
||
| 596 | |||
| 597 | for i in range(0, reporting_period_data_ca_len): |
||
| 598 | current_col_number += 1 |
||
| 599 | col = format_cell.get_column_letter(current_col_number) |
||
| 600 | ws[col + str(current_row_number)].font = title_font |
||
| 601 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
| 602 | ws[col + str(current_row_number)] = round2(reporting_period_data['subtotals'][i], 2) |
||
| 603 | ws[col + str(current_row_number)].border = f_border |
||
| 604 | |||
| 605 | current_row_number += 2 |
||
| 606 | |||
| 607 | for i in range(0, reporting_period_data_ca_len): |
||
| 608 | line = LineChart() |
||
| 609 | line.title = _('Base Period Consumption') + ' / ' \ |
||
| 610 | + _('Reporting Period Consumption') + ' - ' \ |
||
| 611 | + reporting_period_data['names'][i] + " (" + reporting_period_data['units'][i] + ")" |
||
| 612 | labels = Reference(ws, min_col=2 + base_period_data_ca_len + 1, |
||
| 613 | min_row=table_start_row_number + 1, |
||
| 614 | max_row=table_start_row_number + len(reporting_period_timestamps[0])) |
||
| 615 | base_line_data = Reference(ws, min_col=3 + i, |
||
| 616 | min_row=table_start_row_number, |
||
| 617 | max_row=table_start_row_number + len(reporting_period_timestamps[0])) |
||
| 618 | reporting_line_data = Reference(ws, min_col=3 + base_period_data_ca_len + 1 + i, |
||
| 619 | min_row=table_start_row_number, |
||
| 620 | max_row=table_start_row_number + len(reporting_period_timestamps[0])) |
||
| 621 | line.add_data(base_line_data, titles_from_data=True) |
||
| 622 | line.add_data(reporting_line_data, titles_from_data=True) |
||
| 623 | line.set_categories(labels) |
||
| 624 | for j in range(len(line.series)): |
||
| 625 | line.series[j].marker.symbol = "auto" |
||
| 626 | line.series[j].smooth = True |
||
| 627 | line.x_axis.crosses = 'min' |
||
| 628 | line.height = 8.25 |
||
| 629 | line.width = 24 |
||
| 630 | chart_col = 'B' |
||
| 631 | chart_cell = chart_col + str(chart_start_row_number) |
||
| 632 | chart_start_row_number += 6 |
||
| 633 | ws.add_chart(line, chart_cell) |
||
| 634 | |||
| 635 | #################################################################################################################### |
||
| 636 | if "child_space" not in report.keys() or "energy_item_names" not in report['child_space'].keys() or \ |
||
| 637 | len(report['child_space']["energy_item_names"]) == 0 \ |
||
| 638 | or 'child_space_names_array' not in report['child_space'].keys() \ |
||
| 639 | or report['child_space']['child_space_names_array'] is None \ |
||
| 640 | or len(report['child_space']['child_space_names_array']) == 0 \ |
||
| 641 | or len(report['child_space']['child_space_names_array'][0]) == 0: |
||
| 642 | pass |
||
| 643 | else: |
||
| 644 | child = report['child_space'] |
||
| 645 | |||
| 646 | ws['B' + str(current_row_number)].font = title_font |
||
| 647 | ws['B' + str(current_row_number)] = name + ' ' + _('Child Spaces Data') |
||
| 648 | |||
| 649 | current_row_number += 1 |
||
| 650 | table_start_row_number = current_row_number |
||
| 651 | |||
| 652 | ws.row_dimensions[current_row_number].height = 60 |
||
| 653 | ws['B' + str(current_row_number)].fill = table_fill |
||
| 654 | ws['B' + str(current_row_number)].font = name_font |
||
| 655 | ws['B' + str(current_row_number)].alignment = c_c_alignment |
||
| 656 | ws['B' + str(current_row_number)].border = f_border |
||
| 657 | ws['B' + str(current_row_number)] = _('Child Space') |
||
| 658 | ca_len = len(child['energy_item_names']) |
||
| 659 | |||
| 660 | for i in range(0, ca_len): |
||
| 661 | row = chr(ord('C') + i) |
||
| 662 | ws[row + str(current_row_number)].fill = table_fill |
||
| 663 | ws[row + str(current_row_number)].font = name_font |
||
| 664 | ws[row + str(current_row_number)].alignment = c_c_alignment |
||
| 665 | ws[row + str(current_row_number)].border = f_border |
||
| 666 | ws[row + str(current_row_number)] = \ |
||
| 667 | reporting_period_data['names'][i] + " (" + reporting_period_data['units'][i] + ")" |
||
| 668 | |||
| 669 | space_len = len(child['child_space_names_array'][0]) |
||
| 670 | |||
| 671 | for i in range(0, space_len): |
||
| 672 | current_row_number += 1 |
||
| 673 | row = str(current_row_number) |
||
| 674 | |||
| 675 | ws['B' + row].font = title_font |
||
| 676 | ws['B' + row].alignment = c_c_alignment |
||
| 677 | ws['B' + row] = child['child_space_names_array'][0][i] |
||
| 678 | ws['B' + row].border = f_border |
||
| 679 | |||
| 680 | for j in range(0, ca_len): |
||
| 681 | col = chr(ord('C') + j) |
||
| 682 | ws[col + row].font = name_font |
||
| 683 | ws[col + row].alignment = c_c_alignment |
||
| 684 | ws[col + row] = round2(child['subtotals_array'][j][i], 2) |
||
| 685 | ws[col + row].border = f_border |
||
| 686 | |||
| 687 | table_end_row_number = current_row_number |
||
| 688 | current_row_number += 1 |
||
| 689 | pie_start_row_number = current_row_number |
||
| 690 | |||
| 691 | # Pie |
||
| 692 | for i in range(0, ca_len): |
||
| 693 | pie = PieChart() |
||
| 694 | labels = Reference(ws, min_col=2, min_row=table_start_row_number + 1, |
||
| 695 | max_row=table_end_row_number) |
||
| 696 | pie_data = Reference(ws, min_col=3 + i, min_row=table_start_row_number, |
||
| 697 | max_row=table_end_row_number) |
||
| 698 | pie.add_data(pie_data, titles_from_data=True) |
||
| 699 | pie.set_categories(labels) |
||
| 700 | pie.height = 6.6 |
||
| 701 | pie.width = 8 |
||
| 702 | pie.title = ws.cell(column=3 + i, row=table_start_row_number).value |
||
| 703 | s1 = pie.series[0] |
||
| 704 | s1.dLbls = DataLabelList() |
||
| 705 | s1.dLbls.showCatName = False |
||
| 706 | s1.dLbls.showVal = False |
||
| 707 | s1.dLbls.showPercent = True |
||
| 708 | if i % 2 == 0: |
||
| 709 | chart_cell = 'B' + str(pie_start_row_number) |
||
| 710 | else: |
||
| 711 | chart_cell = 'E' + str(pie_start_row_number) |
||
| 712 | pie_start_row_number += 5 |
||
| 713 | ws.add_chart(pie, chart_cell) |
||
| 714 | |||
| 715 | current_row_number = pie_start_row_number |
||
| 716 | if ca_len % 2 == 1: |
||
| 717 | current_row_number += 5 |
||
| 718 | |||
| 719 | current_row_number += 1 |
||
| 720 | #################################################################################################################### |
||
| 721 | current_sheet_parameters_row_number = chart_start_row_number + 1 |
||
| 722 | if 'parameters' not in report.keys() or \ |
||
| 723 | report['parameters'] is None or \ |
||
| 724 | 'names' not in report['parameters'].keys() or \ |
||
| 725 | report['parameters']['names'] is None or \ |
||
| 726 | len(report['parameters']['names']) == 0 or \ |
||
| 727 | 'timestamps' not in report['parameters'].keys() or \ |
||
| 728 | report['parameters']['timestamps'] is None or \ |
||
| 729 | len(report['parameters']['timestamps']) == 0 or \ |
||
| 730 | 'values' not in report['parameters'].keys() or \ |
||
| 731 | report['parameters']['values'] is None or \ |
||
| 732 | len(report['parameters']['values']) == 0 or \ |
||
| 733 | timestamps_data_all_equal_0(report['parameters']['timestamps']): |
||
| 734 | pass |
||
| 735 | else: |
||
| 736 | ################################################################################################################ |
||
| 737 | # new worksheet |
||
| 738 | ################################################################################################################ |
||
| 739 | |||
| 740 | parameters_data = report['parameters'] |
||
| 741 | parameters_names_len = len(parameters_data['names']) |
||
| 742 | |||
| 743 | file_name = "Space"+re.sub(r'[^A-Z]', '', ws.title.strip('S')) + "_" |
||
| 744 | parameters_ws = wb.create_sheet(file_name + _('Parameters')) |
||
| 745 | |||
| 746 | parameters_timestamps_data_max_len = \ |
||
| 747 | get_parameters_timestamps_lists_max_len(list(parameters_data['timestamps'])) |
||
| 748 | |||
| 749 | # Row height |
||
| 750 | parameters_ws.row_dimensions[1].height = 102 |
||
| 751 | for i in range(2, 7 + 1): |
||
| 752 | parameters_ws.row_dimensions[i].height = 42 |
||
| 753 | |||
| 754 | for i in range(8, parameters_timestamps_data_max_len + 10): |
||
| 755 | parameters_ws.row_dimensions[i].height = 60 |
||
| 756 | |||
| 757 | # Col width |
||
| 758 | parameters_ws.column_dimensions['A'].width = 1.5 |
||
| 759 | |||
| 760 | parameters_ws.column_dimensions['B'].width = 25.0 |
||
| 761 | |||
| 762 | for i in range(3, 12 + parameters_names_len * 3): |
||
| 763 | parameters_ws.column_dimensions[format_cell.get_column_letter(i)].width = 15.0 |
||
| 764 | |||
| 765 | # Img |
||
| 766 | img = Image("excelexporters/myems.png") |
||
| 767 | parameters_ws.add_image(img, 'A1') |
||
| 768 | |||
| 769 | # Title |
||
| 770 | parameters_ws['B3'].alignment = b_r_alignment |
||
| 771 | parameters_ws['B3'] = _('Name') + ':' |
||
| 772 | parameters_ws['C3'].border = b_border |
||
| 773 | parameters_ws['C3'].alignment = b_c_alignment |
||
| 774 | parameters_ws['C3'] = name |
||
| 775 | |||
| 776 | parameters_ws['D3'].alignment = b_r_alignment |
||
| 777 | parameters_ws['D3'] = _('Period Type') + ':' |
||
| 778 | parameters_ws['E3'].border = b_border |
||
| 779 | parameters_ws['E3'].alignment = b_c_alignment |
||
| 780 | parameters_ws['E3'] = period_type |
||
| 781 | |||
| 782 | parameters_ws['B4'].alignment = b_r_alignment |
||
| 783 | parameters_ws['B4'] = _('Reporting Start Datetime') + ':' |
||
| 784 | parameters_ws['C4'].border = b_border |
||
| 785 | parameters_ws['C4'].alignment = b_c_alignment |
||
| 786 | parameters_ws['C4'] = reporting_start_datetime_local |
||
| 787 | |||
| 788 | parameters_ws['D4'].alignment = b_r_alignment |
||
| 789 | parameters_ws['D4'] = _('Reporting End Datetime') + ':' |
||
| 790 | parameters_ws['E4'].border = b_border |
||
| 791 | parameters_ws['E4'].alignment = b_c_alignment |
||
| 792 | parameters_ws['E4'] = reporting_end_datetime_local |
||
| 793 | |||
| 794 | parameters_ws_current_row_number = 6 |
||
| 795 | |||
| 796 | parameters_ws['B' + str(parameters_ws_current_row_number)].font = title_font |
||
| 797 | parameters_ws['B' + str(parameters_ws_current_row_number)] = name + ' ' + _('Parameters') |
||
| 798 | |||
| 799 | parameters_ws_current_row_number += 1 |
||
| 800 | |||
| 801 | parameters_table_start_row_number = parameters_ws_current_row_number |
||
| 802 | |||
| 803 | parameters_ws.row_dimensions[parameters_ws_current_row_number].height = 80 |
||
| 804 | |||
| 805 | parameters_ws_current_row_number += 1 |
||
| 806 | |||
| 807 | table_current_col_number = 2 |
||
| 808 | |||
| 809 | for i in range(0, parameters_names_len): |
||
| 810 | |||
| 811 | if len(parameters_data['timestamps'][i]) == 0: |
||
| 812 | continue |
||
| 813 | |||
| 814 | col = format_cell.get_column_letter(table_current_col_number) |
||
| 815 | |||
| 816 | parameters_ws[col + str(parameters_ws_current_row_number - 1)].fill = table_fill |
||
| 817 | parameters_ws[col + str(parameters_ws_current_row_number - 1)].border = f_border |
||
| 818 | |||
| 819 | col = format_cell.get_column_letter(table_current_col_number + 1) |
||
| 820 | |||
| 821 | parameters_ws[col + str(parameters_ws_current_row_number - 1)].fill = table_fill |
||
| 822 | parameters_ws[col + str(parameters_ws_current_row_number - 1)].border = f_border |
||
| 823 | parameters_ws[col + str(parameters_ws_current_row_number - 1)].font = name_font |
||
| 824 | parameters_ws[col + str(parameters_ws_current_row_number - 1)].alignment = c_c_alignment |
||
| 825 | parameters_ws[col + str(parameters_ws_current_row_number - 1)] = parameters_data['names'][i] |
||
| 826 | |||
| 827 | table_current_row_number = parameters_ws_current_row_number |
||
| 828 | |||
| 829 | for j, value in enumerate(list(parameters_data['timestamps'][i])): |
||
| 830 | col = format_cell.get_column_letter(table_current_col_number) |
||
| 831 | |||
| 832 | parameters_ws[col + str(table_current_row_number)].border = f_border |
||
| 833 | parameters_ws[col + str(table_current_row_number)].font = title_font |
||
| 834 | parameters_ws[col + str(table_current_row_number)].alignment = c_c_alignment |
||
| 835 | parameters_ws[col + str(table_current_row_number)] = value |
||
| 836 | |||
| 837 | col = format_cell.get_column_letter(table_current_col_number + 1) |
||
| 838 | |||
| 839 | parameters_ws[col + str(table_current_row_number)].border = f_border |
||
| 840 | parameters_ws[col + str(table_current_row_number)].font = title_font |
||
| 841 | parameters_ws[col + str(table_current_row_number)].alignment = c_c_alignment |
||
| 842 | parameters_ws[col + str(table_current_row_number)] = round2(parameters_data['values'][i][j], 2) |
||
| 843 | |||
| 844 | table_current_row_number += 1 |
||
| 845 | |||
| 846 | table_current_col_number = table_current_col_number + 3 |
||
| 847 | |||
| 848 | ################################################################################################################ |
||
| 849 | # parameters chart and parameters table |
||
| 850 | ################################################################################################################ |
||
| 851 | |||
| 852 | ws['B' + str(current_sheet_parameters_row_number)].font = title_font |
||
| 853 | ws['B' + str(current_sheet_parameters_row_number)] = name + ' ' + _('Parameters') |
||
| 854 | |||
| 855 | current_sheet_parameters_row_number += 1 |
||
| 856 | |||
| 857 | chart_start_row_number = current_sheet_parameters_row_number |
||
| 858 | |||
| 859 | col_index = 0 |
||
| 860 | |||
| 861 | for i in range(0, parameters_names_len): |
||
| 862 | |||
| 863 | if len(parameters_data['timestamps'][i]) == 0: |
||
| 864 | continue |
||
| 865 | |||
| 866 | line = LineChart() |
||
| 867 | data_col = 3 + col_index * 3 |
||
| 868 | labels_col = 2 + col_index * 3 |
||
| 869 | col_index += 1 |
||
| 870 | line.title = _('Parameters') + ' - ' + \ |
||
| 871 | parameters_ws.cell(row=parameters_table_start_row_number, column=data_col).value |
||
| 872 | labels = Reference(parameters_ws, min_col=labels_col, min_row=parameters_table_start_row_number + 1, |
||
| 873 | max_row=(len(parameters_data['timestamps'][i]) + parameters_table_start_row_number)) |
||
| 874 | line_data = Reference(parameters_ws, min_col=data_col, min_row=parameters_table_start_row_number, |
||
| 875 | max_row=(len(parameters_data['timestamps'][i]) + parameters_table_start_row_number)) |
||
| 876 | line.add_data(line_data, titles_from_data=True) |
||
| 877 | line.set_categories(labels) |
||
| 878 | line_data = line.series[0] |
||
| 879 | line_data.marker.symbol = "auto" |
||
| 880 | line_data.smooth = True |
||
| 881 | line.x_axis.crosses = 'min' |
||
| 882 | line.height = 8.25 |
||
| 883 | line.width = 24 |
||
| 884 | chart_col = 'B' |
||
| 885 | chart_cell = chart_col + str(chart_start_row_number) |
||
| 886 | chart_start_row_number += 6 |
||
| 887 | ws.add_chart(line, chart_cell) |
||
| 888 | |||
| 889 | current_sheet_parameters_row_number = chart_start_row_number |
||
| 890 | |||
| 891 | current_sheet_parameters_row_number += 1 |
||
| 892 | #################################################################################################################### |
||
| 893 | filename = str(uuid.uuid4()) + '.xlsx' |
||
| 894 | wb.save(filename) |
||
| 895 | |||
| 896 | return filename |
||
| 897 | |||
| 898 | |||
| 899 | def group_by_category(category_list): |
||
| 900 | category_dict = dict() |
||
| 901 | for i, value in enumerate(category_list): |
||
| 902 | if value not in category_dict.keys(): |
||
| 903 | category_dict[value] = list() |
||
| 904 | category_dict[value].append(i) |
||
| 905 | return category_dict |
||
| 906 | |||
| 907 | |||
| 908 | def timestamps_data_all_equal_0(lists): |
||
| 909 | for i, value in enumerate(list(lists)): |
||
| 910 | if len(value) > 0: |
||
| 911 | return False |
||
| 912 | |||
| 913 | return True |
||
| 914 | |||
| 915 | |||
| 916 | def get_parameters_timestamps_lists_max_len(parameters_timestamps_lists): |
||
| 917 | max_len = 0 |
||
| 918 | for i, value in enumerate(list(parameters_timestamps_lists)): |
||
| 919 | if len(value) > max_len: |
||
| 920 | max_len = len(value) |
||
| 921 | |||
| 922 | return max_len |
||
| 923 | |||
| 924 | |||
| 925 | def timestamps_data_not_equal_0(lists): |
||
| 926 | number = 0 |
||
| 927 | for i, value in enumerate(list(lists)): |
||
| 928 | if len(value) > 0: |
||
| 929 | number += 1 |
||
| 930 | return number |
||
| 931 | |||
| 932 | |||
| 933 | View Code Duplication | def is_base_period_timestamp_exists(base_period_data): |
|
| 934 | timestamps = base_period_data['timestamps'] |
||
| 935 | |||
| 936 | if len(timestamps) == 0: |
||
| 937 | return False |
||
| 938 | |||
| 939 | for timestamp in timestamps: |
||
| 940 | if len(timestamp) > 0: |
||
| 941 | return True |
||
| 942 | |||
| 943 | return False |
||
| 944 |
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