Total Complexity | 122 |
Total Lines | 1021 |
Duplicated Lines | 94.91 % |
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.tenantload 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 | import base64 |
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2 | import gettext |
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3 | import os |
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4 | import re |
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5 | import uuid |
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6 | |||
7 | import openpyxl.utils.cell as format_cell |
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8 | from openpyxl import Workbook |
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9 | from openpyxl.chart import LineChart, Reference |
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10 | from openpyxl.chart.label import DataLabelList |
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11 | from openpyxl.drawing.image import Image |
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12 | from openpyxl.styles import PatternFill, Border, Side, Alignment, Font |
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13 | |||
14 | |||
15 | ######################################################################################################################## |
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16 | # PROCEDURES |
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17 | # Step 1: Validate the report data |
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18 | # Step 2: Generate excel file |
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19 | # Step 3: Encode the excel file to Base64 |
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20 | ######################################################################################################################## |
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21 | |||
22 | |||
23 | View Code Duplication | def export(report, |
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24 | name, |
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25 | base_period_start_datetime_local, |
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26 | base_period_end_datetime_local, |
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27 | reporting_start_datetime_local, |
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28 | reporting_end_datetime_local, |
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29 | period_type, |
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30 | language): |
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31 | #################################################################################################################### |
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32 | # Step 1: Validate the report data |
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33 | #################################################################################################################### |
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34 | if report is None: |
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35 | return None |
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36 | |||
37 | #################################################################################################################### |
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38 | # Step 2: Generate excel file from the report data |
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39 | #################################################################################################################### |
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40 | filename = generate_excel(report, |
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41 | name, |
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42 | base_period_start_datetime_local, |
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43 | base_period_end_datetime_local, |
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44 | reporting_start_datetime_local, |
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45 | reporting_end_datetime_local, |
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46 | period_type, |
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47 | language) |
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48 | #################################################################################################################### |
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49 | # Step 3: Encode the excel file to Base64 |
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50 | #################################################################################################################### |
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51 | binary_file_data = b'' |
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52 | try: |
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53 | with open(filename, 'rb') as binary_file: |
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54 | binary_file_data = binary_file.read() |
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55 | except IOError as ex: |
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56 | print(str(ex)) |
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57 | |||
58 | # Base64 encode the bytes |
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59 | base64_encoded_data = base64.b64encode(binary_file_data) |
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60 | # get the Base64 encoded data using human-readable characters. |
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61 | base64_message = base64_encoded_data.decode('utf-8') |
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62 | # delete the file from server |
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63 | try: |
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64 | os.remove(filename) |
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65 | except NotImplementedError as ex: |
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66 | print(str(ex)) |
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67 | return base64_message |
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68 | |||
69 | |||
70 | View Code Duplication | def generate_excel(report, |
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71 | name, |
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72 | base_period_start_datetime_local, |
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73 | base_period_end_datetime_local, |
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74 | reporting_start_datetime_local, |
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75 | reporting_end_datetime_local, |
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76 | period_type, |
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77 | language): |
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78 | |||
79 | locale_path = './i18n/' |
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80 | if language == 'zh_CN': |
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81 | trans = gettext.translation('myems', locale_path, languages=['zh_CN']) |
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82 | elif language == 'de': |
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83 | trans = gettext.translation('myems', locale_path, languages=['de']) |
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84 | elif language == 'en': |
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85 | trans = gettext.translation('myems', locale_path, languages=['en']) |
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86 | else: |
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87 | trans = gettext.translation('myems', locale_path, languages=['en']) |
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88 | trans.install() |
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89 | _ = trans.gettext |
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90 | |||
91 | wb = Workbook() |
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92 | |||
93 | # todo |
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94 | ws = wb.active |
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95 | ws.title = "TenantLoad" |
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96 | # Row height |
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97 | ws.row_dimensions[1].height = 102 |
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98 | for i in range(2, 2000 + 1): |
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99 | ws.row_dimensions[i].height = 42 |
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100 | |||
101 | # Col width |
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102 | ws.column_dimensions['A'].width = 1.5 |
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103 | |||
104 | ws.column_dimensions['B'].width = 25.0 |
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105 | |||
106 | for i in range(ord('C'), ord('Z')): |
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107 | ws.column_dimensions[chr(i)].width = 15.0 |
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108 | |||
109 | # Font |
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110 | name_font = Font(name='Arial', size=15, bold=True) |
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111 | title_font = Font(name='Arial', size=15, bold=True) |
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112 | |||
113 | table_fill = PatternFill(fill_type='solid', fgColor='90ee90') |
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114 | f_border = Border(left=Side(border_style='medium'), |
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115 | right=Side(border_style='medium'), |
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116 | bottom=Side(border_style='medium'), |
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117 | top=Side(border_style='medium') |
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118 | ) |
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119 | b_border = Border( |
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120 | bottom=Side(border_style='medium'), |
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121 | ) |
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122 | |||
123 | b_c_alignment = Alignment(vertical='bottom', |
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124 | horizontal='center', |
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125 | text_rotation=0, |
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126 | wrap_text=True, |
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127 | shrink_to_fit=False, |
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128 | indent=0) |
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129 | c_c_alignment = Alignment(vertical='center', |
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130 | horizontal='center', |
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131 | text_rotation=0, |
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132 | wrap_text=True, |
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133 | shrink_to_fit=False, |
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134 | indent=0) |
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135 | b_r_alignment = Alignment(vertical='bottom', |
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136 | horizontal='right', |
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137 | text_rotation=0, |
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138 | wrap_text=True, |
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139 | shrink_to_fit=False, |
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140 | indent=0) |
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141 | |||
142 | # Img |
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143 | img = Image("excelexporters/myems.png") |
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144 | ws.add_image(img, 'A1') |
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145 | |||
146 | # Title |
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147 | ws['B3'].alignment = b_r_alignment |
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148 | ws['B3'] = _('Name') + ':' |
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149 | ws['C3'].border = b_border |
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150 | ws['C3'].alignment = b_c_alignment |
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151 | ws['C3'] = name |
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152 | |||
153 | ws['D3'].alignment = b_r_alignment |
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154 | ws['D3'] = _('Period Type') + ':' |
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155 | ws['E3'].border = b_border |
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156 | ws['E3'].alignment = b_c_alignment |
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157 | ws['E3'] = period_type |
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158 | |||
159 | ws['B4'].alignment = b_r_alignment |
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160 | ws['B4'] = _('Reporting Start Datetime') + ':' |
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161 | ws['C4'].border = b_border |
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162 | ws['C4'].alignment = b_c_alignment |
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163 | ws['C4'] = reporting_start_datetime_local |
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164 | |||
165 | ws['D4'].alignment = b_r_alignment |
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166 | ws['D4'] = _('Reporting End Datetime') + ':' |
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167 | ws['E4'].border = b_border |
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168 | ws['E4'].alignment = b_c_alignment |
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169 | ws['E4'] = reporting_end_datetime_local |
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170 | |||
171 | is_base_period_timestamp_exists_flag = is_base_period_timestamp_exists(report['base_period']) |
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172 | |||
173 | if is_base_period_timestamp_exists_flag: |
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174 | ws['B5'].alignment = b_r_alignment |
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175 | ws['B5'] = _('Base Period Start Datetime') + ':' |
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176 | ws['C5'].border = b_border |
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177 | ws['C5'].alignment = b_c_alignment |
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178 | ws['C5'] = base_period_start_datetime_local |
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179 | |||
180 | ws['D5'].alignment = b_r_alignment |
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181 | ws['D5'] = _('Base Period End Datetime') + ':' |
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182 | ws['E5'].border = b_border |
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183 | ws['E5'].alignment = b_c_alignment |
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184 | ws['E5'] = base_period_end_datetime_local |
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185 | |||
186 | if "reporting_period" not in report.keys() or \ |
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187 | "timestamps" not in report['reporting_period'].keys() or len(report['reporting_period']['timestamps']) == 0: |
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188 | filename = str(uuid.uuid4()) + '.xlsx' |
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189 | wb.save(filename) |
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190 | |||
191 | return filename |
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192 | |||
193 | #################################################################################################################### |
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194 | current_row_number = 7 |
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195 | if "names" not in report['reporting_period'].keys() or len(report['reporting_period']['names']) == 0: |
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196 | pass |
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197 | else: |
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198 | reporting_period_data = report['reporting_period'] |
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199 | category = reporting_period_data['names'] |
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200 | ca_len = len(category) |
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201 | |||
202 | ws['B' + str(current_row_number)].font = title_font |
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203 | ws['B' + str(current_row_number)] = name + _('Reporting Period Average Load') |
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204 | |||
205 | current_row_number += 1 |
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206 | |||
207 | ws.row_dimensions[current_row_number].height = 60 |
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208 | ws['B' + str(current_row_number)].fill = table_fill |
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209 | ws['B' + str(current_row_number)].border = f_border |
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210 | |||
211 | for i in range(0, ca_len): |
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212 | col = chr(ord('C') + i) |
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213 | ws[col + str(current_row_number)].fill = table_fill |
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214 | ws[col + str(current_row_number)].font = name_font |
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215 | ws[col + str(current_row_number)].alignment = c_c_alignment |
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216 | ws[col + str(current_row_number)].border = f_border |
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217 | ws[col + str(current_row_number)] = reporting_period_data['names'][i] + \ |
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218 | " (" + reporting_period_data['units'][i] + "/H)" |
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219 | |||
220 | current_row_number += 1 |
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221 | |||
222 | ws['B' + str(current_row_number)].font = title_font |
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223 | ws['B' + str(current_row_number)].alignment = c_c_alignment |
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224 | ws['B' + str(current_row_number)].border = f_border |
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225 | ws['B' + str(current_row_number)] = _('Average Load') |
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226 | |||
227 | for i in range(0, ca_len): |
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228 | col = chr(ord('C') + i) |
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229 | ws[col + str(current_row_number)].font = name_font |
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230 | ws[col + str(current_row_number)].alignment = c_c_alignment |
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231 | ws[col + str(current_row_number)].border = f_border |
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232 | ws[col + str(current_row_number)] = round(reporting_period_data['averages'][i], 2) \ |
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233 | if reporting_period_data['averages'][i] is not None else 'N/A' |
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234 | |||
235 | current_row_number += 1 |
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236 | |||
237 | ws['B' + str(current_row_number)].font = title_font |
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238 | ws['B' + str(current_row_number)].alignment = c_c_alignment |
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239 | ws['B' + str(current_row_number)].border = f_border |
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240 | ws['B' + str(current_row_number)] = _('Per Unit Area') |
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241 | |||
242 | for i in range(0, ca_len): |
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243 | col = chr(ord('C') + i) |
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244 | ws[col + str(current_row_number)].font = name_font |
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245 | ws[col + str(current_row_number)].alignment = c_c_alignment |
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246 | ws[col + str(current_row_number)].border = f_border |
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247 | ws[col + str(current_row_number)] = round(reporting_period_data['averages_per_unit_area'][i], 2) \ |
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248 | if reporting_period_data['averages_per_unit_area'][i] is not None else 'N/A' |
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249 | |||
250 | current_row_number += 1 |
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251 | |||
252 | ws['B' + str(current_row_number)].font = title_font |
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253 | ws['B' + str(current_row_number)].alignment = c_c_alignment |
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254 | ws['B' + str(current_row_number)].border = f_border |
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255 | ws['B' + str(current_row_number)] = _('Increment Rate') |
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256 | |||
257 | for i in range(0, ca_len): |
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258 | col = chr(ord('C') + i) |
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259 | ws[col + str(current_row_number)].font = name_font |
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260 | ws[col + str(current_row_number)].alignment = c_c_alignment |
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261 | ws[col + str(current_row_number)].border = f_border |
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262 | ws[col + str(current_row_number)] = str( |
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263 | round(reporting_period_data['averages_increment_rate'][i] * 100, 2)) + "%" \ |
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264 | if reporting_period_data['averages_increment_rate'][i] is not None else "-" |
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265 | |||
266 | current_row_number += 2 |
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267 | |||
268 | ws['B' + str(current_row_number)].font = title_font |
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269 | ws['B' + str(current_row_number)] = name + _('Reporting Period Maximum Load') |
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270 | |||
271 | current_row_number += 1 |
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272 | |||
273 | ws.row_dimensions[current_row_number].height = 60 |
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274 | ws['B' + str(current_row_number)].fill = table_fill |
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275 | ws['B' + str(current_row_number)].border = f_border |
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276 | for i in range(0, ca_len): |
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277 | col = chr(ord('C') + i) |
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278 | ws[col + str(current_row_number)].fill = table_fill |
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279 | ws[col + str(current_row_number)].font = name_font |
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280 | ws[col + str(current_row_number)].alignment = c_c_alignment |
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281 | ws[col + str(current_row_number)].border = f_border |
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282 | ws[col + str(current_row_number)] = reporting_period_data['names'][i] + \ |
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283 | " (" + reporting_period_data['units'][i] + "/H)" |
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284 | |||
285 | current_row_number += 1 |
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286 | |||
287 | ws['B' + str(current_row_number)].font = title_font |
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288 | ws['B' + str(current_row_number)].alignment = c_c_alignment |
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289 | ws['B' + str(current_row_number)].border = f_border |
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290 | ws['B' + str(current_row_number)] = _('Maximum Load') |
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291 | |||
292 | for i in range(0, ca_len): |
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293 | col = chr(ord('C') + i) |
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294 | ws[col + str(current_row_number)].font = name_font |
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295 | ws[col + str(current_row_number)].alignment = c_c_alignment |
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296 | ws[col + str(current_row_number)].border = f_border |
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297 | ws[col + str(current_row_number)] = round(reporting_period_data['maximums'][i], 2) \ |
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298 | if reporting_period_data['maximums'][i] is not None else 'N/A' |
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299 | |||
300 | current_row_number += 1 |
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301 | |||
302 | ws['B' + str(current_row_number)].font = title_font |
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303 | ws['B' + str(current_row_number)].alignment = c_c_alignment |
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304 | ws['B' + str(current_row_number)].border = f_border |
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305 | ws['B' + str(current_row_number)] = _('Per Unit Area') |
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306 | |||
307 | for i in range(0, ca_len): |
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308 | col = chr(ord('C') + i) |
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309 | ws[col + str(current_row_number)].font = name_font |
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310 | ws[col + str(current_row_number)].alignment = c_c_alignment |
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311 | ws[col + str(current_row_number)].border = f_border |
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312 | ws[col + str(current_row_number)] = round(reporting_period_data['maximums_per_unit_area'][i], 2) \ |
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313 | if reporting_period_data['maximums_per_unit_area'][i] is not None else 'N/A' |
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314 | |||
315 | current_row_number += 1 |
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316 | |||
317 | ws['B' + str(current_row_number)].font = title_font |
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318 | ws['B' + str(current_row_number)].alignment = c_c_alignment |
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319 | ws['B' + str(current_row_number)].border = f_border |
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320 | ws['B' + str(current_row_number)] = _('Increment Rate') |
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321 | |||
322 | for i in range(0, ca_len): |
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323 | col = chr(ord('C') + i) |
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324 | ws[col + str(current_row_number)].font = name_font |
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325 | ws[col + str(current_row_number)].alignment = c_c_alignment |
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326 | ws[col + str(current_row_number)].border = f_border |
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327 | ws[col + str(current_row_number)] = str( |
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328 | round(reporting_period_data['maximums_increment_rate'][i] * 100, 2)) + "%" \ |
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329 | if reporting_period_data['maximums_increment_rate'][i] is not None else "-" |
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330 | |||
331 | current_row_number += 2 |
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332 | |||
333 | ws['B' + str(current_row_number)].font = title_font |
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334 | ws['B' + str(current_row_number)] = name + _('Reporting Period Load Factor') |
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335 | |||
336 | current_row_number += 1 |
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337 | |||
338 | ws.row_dimensions[current_row_number].height = 60 |
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339 | ws['B' + str(current_row_number)].fill = table_fill |
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340 | ws['B' + str(current_row_number)].border = f_border |
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341 | for i in range(0, ca_len): |
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342 | col = chr(ord('C') + i) |
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343 | ws[col + str(current_row_number)].fill = table_fill |
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344 | ws[col + str(current_row_number)].font = name_font |
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345 | ws[col + str(current_row_number)].alignment = c_c_alignment |
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346 | ws[col + str(current_row_number)].border = f_border |
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347 | ws[col + str(current_row_number)] = reporting_period_data['names'][i] |
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348 | |||
349 | current_row_number += 1 |
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350 | |||
351 | ws['B' + str(current_row_number)].font = title_font |
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352 | ws['B' + str(current_row_number)].alignment = c_c_alignment |
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353 | ws['B' + str(current_row_number)].border = f_border |
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354 | ws['B' + str(current_row_number)] = _('Load Factor') |
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355 | |||
356 | for i in range(0, ca_len): |
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357 | col = chr(ord('C') + i) |
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358 | ws[col + str(current_row_number)].font = name_font |
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359 | ws[col + str(current_row_number)].alignment = c_c_alignment |
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360 | ws[col + str(current_row_number)].border = f_border |
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361 | ws[col + str(current_row_number)] = round(reporting_period_data['factors'][i], 2) \ |
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362 | if reporting_period_data['factors'][i] is not None else '-' |
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363 | |||
364 | current_row_number += 1 |
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365 | |||
366 | ws['B' + str(current_row_number)].font = title_font |
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367 | ws['B' + str(current_row_number)].alignment = c_c_alignment |
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368 | ws['B' + str(current_row_number)].border = f_border |
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369 | ws['B' + str(current_row_number)] = _('Increment Rate') |
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370 | |||
371 | for i in range(0, ca_len): |
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372 | col = chr(ord('C') + i) |
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373 | ws[col + str(current_row_number)].font = name_font |
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374 | ws[col + str(current_row_number)].alignment = c_c_alignment |
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375 | ws[col + str(current_row_number)].border = f_border |
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376 | ws[col + str(current_row_number)] = str( |
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377 | round(reporting_period_data['factors_increment_rate'][i] * 100, 2)) + "%" \ |
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378 | if reporting_period_data['factors_increment_rate'][i] is not None else "-" |
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379 | |||
380 | current_row_number += 2 |
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381 | |||
382 | has_sub_averages_data_flag = True |
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383 | has_sub_maximums_data_flag = True |
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384 | |||
385 | if "sub_averages" not in report['reporting_period'].keys() or len(report['reporting_period']['sub_averages']) == 0: |
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386 | has_sub_averages_data_flag = False |
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387 | |||
388 | if "sub_maximums" not in report['reporting_period'].keys() or len(report['reporting_period']['sub_maximums']) == 0: |
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389 | has_sub_maximums_data_flag = False |
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390 | |||
391 | current_chart_row_number = current_row_number |
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392 | |||
393 | if has_sub_averages_data_flag or has_sub_maximums_data_flag: |
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394 | if not is_base_period_timestamp_exists_flag: |
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395 | reporting_period_data = report['reporting_period'] |
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396 | category = reporting_period_data['names'] |
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397 | ca_len = len(category) |
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398 | times = reporting_period_data['timestamps'] |
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399 | time = times[0] |
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400 | real_timestamps_len = timestamps_data_not_equal_0(report['parameters']['timestamps']) |
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401 | ws['B' + str(current_row_number)].font = title_font |
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402 | ws['B' + str(current_row_number)] = name + _('Detailed Data') |
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403 | |||
404 | current_row_number += 1 |
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405 | chart_start_number = current_row_number |
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406 | # 1: Stand for blank line 2: Stand for title |
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407 | current_row_number += real_timestamps_len * 6 + 1 + 2 |
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408 | if has_sub_averages_data_flag: |
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409 | current_row_number = (current_row_number + ca_len * 6) |
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410 | |||
411 | if has_sub_maximums_data_flag: |
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412 | current_row_number = (current_row_number + ca_len * 6) |
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413 | |||
414 | table_start_number = current_row_number |
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415 | |||
416 | ws.row_dimensions[current_row_number].height = 60 |
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417 | current_col_number = 2 |
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418 | col = format_cell.get_column_letter(current_col_number) |
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419 | ws[col + str(current_row_number)].fill = table_fill |
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420 | ws[col + str(current_row_number)].font = title_font |
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421 | ws[col + str(current_row_number)].alignment = c_c_alignment |
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422 | ws[col + str(current_row_number)].border = f_border |
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423 | ws[col + str(current_row_number)] = _('Datetime') |
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424 | |||
425 | current_col_number = 3 |
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426 | col = format_cell.get_column_letter(current_col_number) |
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427 | |||
428 | for i in range(0, ca_len): |
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429 | if has_sub_averages_data_flag: |
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430 | ws[col + str(current_row_number)].fill = table_fill |
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431 | ws[col + str(current_row_number)].font = title_font |
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432 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
433 | ws[col + str(current_row_number)].border = f_border |
||
434 | ws[col + str(current_row_number)] = reporting_period_data['names'][i] + \ |
||
435 | " " + _('Average Load') + "(" + reporting_period_data['units'][i] + "/H)" |
||
436 | |||
437 | current_col_number += 1 |
||
438 | col = format_cell.get_column_letter(current_col_number) |
||
439 | |||
440 | if has_sub_maximums_data_flag: |
||
441 | ws[col + str(current_row_number)].fill = table_fill |
||
442 | ws[col + str(current_row_number)].font = title_font |
||
443 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
444 | ws[col + str(current_row_number)].border = f_border |
||
445 | ws[col + str(current_row_number)] = reporting_period_data['names'][i] + \ |
||
446 | " " + _('Maximum Load') + "(" + reporting_period_data['units'][i] + "/H)" |
||
447 | |||
448 | current_col_number += 1 |
||
449 | col = format_cell.get_column_letter(current_col_number) |
||
450 | |||
451 | current_row_number += 1 |
||
452 | |||
453 | for i in range(0, len(time)): |
||
454 | current_col_number = 2 |
||
455 | col = format_cell.get_column_letter(current_col_number) |
||
456 | ws[col + str(current_row_number)].font = title_font |
||
457 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
458 | ws[col + str(current_row_number)].border = f_border |
||
459 | ws[col + str(current_row_number)] = time[i] |
||
460 | |||
461 | current_col_number = 3 |
||
462 | col = format_cell.get_column_letter(current_col_number) |
||
463 | for j in range(0, ca_len): |
||
464 | |||
465 | if has_sub_averages_data_flag: |
||
466 | ws[col + str(current_row_number)].font = title_font |
||
467 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
468 | ws[col + str(current_row_number)].border = f_border |
||
469 | ws[col + str(current_row_number)] = round(reporting_period_data['sub_averages'][j][i], 2) \ |
||
470 | if reporting_period_data['sub_averages'][j][i] is not None else None |
||
471 | current_col_number += 1 |
||
472 | col = format_cell.get_column_letter(current_col_number) |
||
473 | |||
474 | if has_sub_maximums_data_flag: |
||
475 | ws[col + str(current_row_number)].font = title_font |
||
476 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
477 | ws[col + str(current_row_number)].border = f_border |
||
478 | ws[col + str(current_row_number)] = round(reporting_period_data['sub_maximums'][j][i], 2) \ |
||
479 | if reporting_period_data['sub_maximums'][j][i] is not None else None |
||
480 | current_col_number += 1 |
||
481 | col = format_cell.get_column_letter(current_col_number) |
||
482 | |||
483 | current_row_number += 1 |
||
484 | |||
485 | table_end_number = current_row_number - 1 |
||
486 | |||
487 | current_chart_col_number = 3 |
||
488 | current_chart_row_number = chart_start_number |
||
489 | |||
490 | for i in range(0, ca_len): |
||
491 | labels = Reference(ws, min_col=2, min_row=table_start_number + 1, max_row=table_end_number) |
||
492 | |||
493 | if has_sub_averages_data_flag: |
||
494 | line = LineChart() |
||
495 | line.title = _('Reporting Period Average Load') + ' - ' \ |
||
496 | + reporting_period_data['names'][i] + \ |
||
497 | " " + _('Average Load') + "(" + reporting_period_data['units'][i] + "/H)" |
||
498 | datas = Reference(ws, min_col=current_chart_col_number, min_row=table_start_number, |
||
499 | max_row=table_end_number) |
||
500 | line.add_data(datas, titles_from_data=True) |
||
501 | line.set_categories(labels) |
||
502 | line_data = line.series[0] |
||
503 | line_data.marker.symbol = "circle" |
||
504 | line_data.smooth = True |
||
505 | line.x_axis.crosses = 'min' |
||
506 | line.height = 8.25 |
||
507 | line.width = 24 |
||
508 | line.dLbls = DataLabelList() |
||
509 | line.dLbls.dLblPos = 't' |
||
510 | line.dLbls.showVal = True |
||
511 | ws.add_chart(line, "B" + str(current_chart_row_number)) |
||
512 | current_chart_row_number += 6 |
||
513 | current_chart_col_number += 1 |
||
514 | |||
515 | if has_sub_maximums_data_flag: |
||
516 | line = LineChart() |
||
517 | line.title = _('Reporting Period Maximum Load') + ' - ' \ |
||
518 | + reporting_period_data['names'][i] + \ |
||
519 | " " + _('Maximum Load') + "(" + reporting_period_data['units'][i] + "/H)" |
||
520 | datas = Reference(ws, min_col=current_chart_col_number, min_row=table_start_number, |
||
521 | max_row=table_end_number) |
||
522 | line.add_data(datas, titles_from_data=True) |
||
523 | line.set_categories(labels) |
||
524 | line_data = line.series[0] |
||
525 | line_data.marker.symbol = "circle" |
||
526 | line_data.smooth = True |
||
527 | line.x_axis.crosses = 'min' |
||
528 | line.height = 8.25 |
||
529 | line.width = 24 |
||
530 | line.dLbls = DataLabelList() |
||
531 | line.dLbls.dLblPos = 't' |
||
532 | line.dLbls.showVal = True |
||
533 | ws.add_chart(line, "B" + str(current_chart_row_number)) |
||
534 | current_chart_row_number += 6 |
||
535 | current_chart_col_number += 1 |
||
536 | else: |
||
537 | base_period_data = report['base_period'] |
||
538 | reporting_period_data = report['reporting_period'] |
||
539 | base_period_timestamps = base_period_data['timestamps'] |
||
540 | reporting_period_timestamps = reporting_period_data['timestamps'] |
||
541 | # Tip: |
||
542 | # base_period_data['names'] == reporting_period_data['names'] |
||
543 | # base_period_data['units'] == reporting_period_data['units'] |
||
544 | base_period_data_ca_len = len(base_period_data['names']) |
||
545 | reporting_period_data_ca_len = len(reporting_period_data['names']) |
||
546 | real_timestamps_len = timestamps_data_not_equal_0(report['parameters']['timestamps']) |
||
547 | ws['B' + str(current_row_number)].font = title_font |
||
548 | ws['B' + str(current_row_number)] = name + ' ' + _('Detailed Data') |
||
549 | |||
550 | current_row_number += 1 |
||
551 | chart_start_number = current_row_number |
||
552 | |||
553 | # 1: Stand for blank line 2: Stand for title |
||
554 | current_row_number += real_timestamps_len * 6 + 1 + 2 |
||
555 | |||
556 | if has_sub_averages_data_flag: |
||
557 | current_row_number = (current_row_number + reporting_period_data_ca_len * 6) |
||
558 | |||
559 | if has_sub_maximums_data_flag: |
||
560 | current_row_number = (current_row_number + reporting_period_data_ca_len * 6) |
||
561 | |||
562 | table_start_row_number = current_row_number |
||
563 | |||
564 | has_data = False |
||
565 | |||
566 | if len(base_period_timestamps[0]) or len(reporting_period_timestamps[0]) > 0: |
||
567 | has_data = True |
||
568 | |||
569 | if has_data: |
||
570 | ws.row_dimensions[current_row_number].height = 60 |
||
571 | current_col_number = 2 |
||
572 | col = format_cell.get_column_letter(current_col_number) |
||
573 | ws[col + str(current_row_number)].fill = table_fill |
||
574 | ws[col + str(current_row_number)].font = title_font |
||
575 | ws[col + str(current_row_number)].border = f_border |
||
576 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
577 | ws[col + str(current_row_number)] = _('Base Period') + " - " + _('Datetime') |
||
578 | |||
579 | for i in range(0, base_period_data_ca_len): |
||
580 | if has_sub_averages_data_flag: |
||
581 | current_col_number += 1 |
||
582 | col = format_cell.get_column_letter(current_col_number) |
||
583 | |||
584 | ws[col + str(current_row_number)].fill = table_fill |
||
585 | ws[col + str(current_row_number)].font = title_font |
||
586 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
587 | ws[col + str(current_row_number)] = _('Base Period') + " - " \ |
||
588 | + base_period_data['names'][i] + \ |
||
589 | " " + _('Average Load') + "(" + base_period_data['units'][i] + "/H)" |
||
590 | ws[col + str(current_row_number)].border = f_border |
||
591 | |||
592 | if has_sub_maximums_data_flag: |
||
593 | current_col_number += 1 |
||
594 | col = format_cell.get_column_letter(current_col_number) |
||
595 | |||
596 | ws[col + str(current_row_number)].fill = table_fill |
||
597 | ws[col + str(current_row_number)].font = title_font |
||
598 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
599 | ws[col + str(current_row_number)] = _('Base Period') + " - " \ |
||
600 | + base_period_data['names'][i] + \ |
||
601 | " " + _('Maximum Load') + "(" + base_period_data['units'][i] + "/H)" |
||
602 | ws[col + str(current_row_number)].border = f_border |
||
603 | |||
604 | current_col_number += 1 |
||
605 | col = format_cell.get_column_letter(current_col_number) |
||
606 | |||
607 | ws[col + str(current_row_number)].fill = table_fill |
||
608 | ws[col + str(current_row_number)].font = title_font |
||
609 | ws[col + str(current_row_number)].border = f_border |
||
610 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
611 | ws[col + str(current_row_number)] = _('Reporting Period') + " - " + _('Datetime') |
||
612 | |||
613 | for i in range(0, reporting_period_data_ca_len): |
||
614 | if has_sub_averages_data_flag: |
||
615 | current_col_number += 1 |
||
616 | col = format_cell.get_column_letter(current_col_number) |
||
617 | ws[col + str(current_row_number)].fill = table_fill |
||
618 | ws[col + str(current_row_number)].font = title_font |
||
619 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
620 | ws[col + str(current_row_number)] = _('Reporting Period') + " - " \ |
||
621 | + reporting_period_data['names'][i] + \ |
||
622 | " " + _('Average Load') + "(" + reporting_period_data['units'][i] + "/H)" |
||
623 | ws[col + str(current_row_number)].border = f_border |
||
624 | |||
625 | if has_sub_maximums_data_flag: |
||
626 | current_col_number += 1 |
||
627 | col = format_cell.get_column_letter(current_col_number) |
||
628 | ws[col + str(current_row_number)].fill = table_fill |
||
629 | ws[col + str(current_row_number)].font = title_font |
||
630 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
631 | ws[col + str(current_row_number)] = _('Reporting Period') + " - " \ |
||
632 | + reporting_period_data['names'][i] + \ |
||
633 | " " + _('Maximum Load') + "(" + \ |
||
634 | reporting_period_data['units'][i] + "/H)" |
||
635 | ws[col + str(current_row_number)].border = f_border |
||
636 | |||
637 | current_row_number += 1 |
||
638 | |||
639 | max_timestamps_len = len(base_period_timestamps[0]) \ |
||
640 | if len(base_period_timestamps[0]) >= len(reporting_period_timestamps[0]) \ |
||
641 | else len(reporting_period_timestamps[0]) |
||
642 | |||
643 | for i in range(0, max_timestamps_len): |
||
644 | current_col_number = 2 |
||
645 | col = format_cell.get_column_letter(current_col_number) |
||
646 | ws[col + str(current_row_number)].font = title_font |
||
647 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
648 | ws[col + str(current_row_number)] = base_period_timestamps[0][i] \ |
||
649 | if i < len(base_period_timestamps[0]) else None |
||
650 | ws[col + str(current_row_number)].border = f_border |
||
651 | |||
652 | for j in range(0, base_period_data_ca_len): |
||
653 | if has_sub_averages_data_flag: |
||
654 | current_col_number += 1 |
||
655 | col = format_cell.get_column_letter(current_col_number) |
||
656 | |||
657 | ws[col + str(current_row_number)].font = title_font |
||
658 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
659 | ws[col + str(current_row_number)] = round(base_period_data['sub_averages'][j][i], 2) \ |
||
660 | if i < len(base_period_data['sub_averages'][j]) \ |
||
661 | and base_period_data['sub_averages'][j][i] is not None else None |
||
662 | ws[col + str(current_row_number)].border = f_border |
||
663 | |||
664 | if has_sub_maximums_data_flag: |
||
665 | current_col_number += 1 |
||
666 | col = format_cell.get_column_letter(current_col_number) |
||
667 | |||
668 | ws[col + str(current_row_number)].font = title_font |
||
669 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
670 | ws[col + str(current_row_number)] = round(base_period_data['sub_maximums'][j][i], 2) \ |
||
671 | if i < len(base_period_data['sub_maximums'][j]) \ |
||
672 | and base_period_data['sub_averages'][j][i] is not None else None |
||
673 | ws[col + str(current_row_number)].border = f_border |
||
674 | |||
675 | current_col_number += 1 |
||
676 | col = format_cell.get_column_letter(current_col_number) |
||
677 | |||
678 | ws[col + str(current_row_number)].font = title_font |
||
679 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
680 | ws[col + str(current_row_number)] = reporting_period_timestamps[0][i] \ |
||
681 | if i < len(reporting_period_timestamps[0]) else None |
||
682 | ws[col + str(current_row_number)].border = f_border |
||
683 | |||
684 | for j in range(0, reporting_period_data_ca_len): |
||
685 | if has_sub_averages_data_flag: |
||
686 | current_col_number += 1 |
||
687 | col = format_cell.get_column_letter(current_col_number) |
||
688 | |||
689 | ws[col + str(current_row_number)].font = title_font |
||
690 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
691 | ws[col + str(current_row_number)] = round(reporting_period_data['sub_averages'][j][i], 2) \ |
||
692 | if i < len(reporting_period_data['sub_averages'][j]) \ |
||
693 | and reporting_period_data['sub_averages'][j][i] is not None else None |
||
694 | ws[col + str(current_row_number)].border = f_border |
||
695 | |||
696 | if has_sub_maximums_data_flag: |
||
697 | current_col_number += 1 |
||
698 | col = format_cell.get_column_letter(current_col_number) |
||
699 | |||
700 | ws[col + str(current_row_number)].font = title_font |
||
701 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
702 | ws[col + str(current_row_number)] = round(reporting_period_data['sub_maximums'][j][i], 2) \ |
||
703 | if i < len(reporting_period_data['sub_maximums'][j]) \ |
||
704 | and reporting_period_data['sub_maximums'][j][i] is not None else None |
||
705 | ws[col + str(current_row_number)].border = f_border |
||
706 | |||
707 | current_row_number += 1 |
||
708 | |||
709 | current_chart_col_number = 3 |
||
710 | current_chart_row_number = chart_start_number |
||
711 | |||
712 | for i in range(0, reporting_period_data_ca_len): |
||
713 | labels = Reference(ws, min_col=2 + base_period_data_ca_len * 2 + 1, |
||
714 | min_row=table_start_row_number + 1, |
||
715 | max_row=table_start_row_number + len(reporting_period_timestamps[0])) |
||
716 | |||
717 | if has_sub_averages_data_flag: |
||
718 | # line |
||
719 | line = LineChart() |
||
720 | line.title = _('Base Period Average Load') + ' / ' \ |
||
721 | + _('Reporting Period Average Load') + ' - ' \ |
||
722 | + reporting_period_data['names'][i] + \ |
||
723 | " " + _('Average Load') + "(" + reporting_period_data['units'][i] + "/H)" |
||
724 | base_line_data = Reference(ws, |
||
725 | min_col=current_chart_col_number, |
||
726 | min_row=table_start_row_number, |
||
727 | max_row=table_start_row_number |
||
728 | + len(reporting_period_timestamps[0])) |
||
729 | |||
730 | data_distance = base_period_data_ca_len |
||
731 | if has_sub_maximums_data_flag: |
||
732 | data_distance *= 2 |
||
733 | |||
734 | reporting_line_data = Reference(ws, |
||
735 | min_col=current_chart_col_number + data_distance + 1, |
||
736 | min_row=table_start_row_number, |
||
737 | max_row=table_start_row_number |
||
738 | + len(reporting_period_timestamps[0])) |
||
739 | line.add_data(base_line_data, titles_from_data=True) |
||
740 | line.add_data(reporting_line_data, titles_from_data=True) |
||
741 | line.set_categories(labels) |
||
742 | for j in range(len(line.series)): |
||
743 | line.series[j].marker.symbol = "circle" |
||
744 | line.series[j].smooth = True |
||
745 | line.x_axis.crosses = 'min' |
||
746 | line.height = 8.25 |
||
747 | line.width = 24 |
||
748 | line.dLbls = DataLabelList() |
||
749 | line.dLbls.dLblPos = 't' |
||
750 | line.dLbls.showVal = True |
||
751 | line.dLbls.showPercent = False |
||
752 | chart_col = 'B' |
||
753 | chart_cell = chart_col + str(current_chart_row_number) |
||
754 | ws.add_chart(line, chart_cell) |
||
755 | current_chart_row_number += 6 |
||
756 | current_chart_col_number += 1 |
||
757 | |||
758 | if has_sub_maximums_data_flag: |
||
759 | # line |
||
760 | line = LineChart() |
||
761 | line.title = _('Base Period Maximum Load') + ' / ' \ |
||
762 | + _('Reporting Period Maximum Load') + ' - ' \ |
||
763 | + reporting_period_data['names'][i] + \ |
||
764 | " " + _('Maximum Load') + "(" + reporting_period_data['units'][i] + "/H)" |
||
765 | base_line_data = Reference(ws, |
||
766 | min_col=current_chart_col_number, |
||
767 | min_row=table_start_row_number, |
||
768 | max_row=table_start_row_number |
||
769 | + len(reporting_period_timestamps[0])) |
||
770 | |||
771 | data_distance = base_period_data_ca_len |
||
772 | if has_sub_averages_data_flag: |
||
773 | data_distance *= 2 |
||
774 | |||
775 | reporting_line_data = Reference(ws, |
||
776 | min_col=current_chart_col_number + data_distance + 1, |
||
777 | min_row=table_start_row_number, |
||
778 | max_row=table_start_row_number |
||
779 | + len(reporting_period_timestamps[0])) |
||
780 | line.add_data(base_line_data, titles_from_data=True) |
||
781 | line.add_data(reporting_line_data, titles_from_data=True) |
||
782 | line.set_categories(labels) |
||
783 | for j in range(len(line.series)): |
||
784 | line.series[j].marker.symbol = "circle" |
||
785 | line.series[j].smooth = True |
||
786 | line.x_axis.crosses = 'min' |
||
787 | line.height = 8.25 |
||
788 | line.width = 24 |
||
789 | line.dLbls = DataLabelList() |
||
790 | line.dLbls.dLblPos = 't' |
||
791 | line.dLbls.showVal = True |
||
792 | line.dLbls.showPercent = False |
||
793 | chart_col = 'B' |
||
794 | chart_cell = chart_col + str(current_chart_row_number) |
||
795 | ws.add_chart(line, chart_cell) |
||
796 | current_chart_row_number += 6 |
||
797 | current_chart_col_number += 1 |
||
798 | |||
799 | current_row_number += 2 |
||
800 | |||
801 | #################################################################################################################### |
||
802 | current_sheet_parameters_row_number = current_chart_row_number + 1 |
||
803 | if 'parameters' not in report.keys() or \ |
||
804 | report['parameters'] is None or \ |
||
805 | 'names' not in report['parameters'].keys() or \ |
||
806 | report['parameters']['names'] is None or \ |
||
807 | len(report['parameters']['names']) == 0 or \ |
||
808 | 'timestamps' not in report['parameters'].keys() or \ |
||
809 | report['parameters']['timestamps'] is None or \ |
||
810 | len(report['parameters']['timestamps']) == 0 or \ |
||
811 | 'values' not in report['parameters'].keys() or \ |
||
812 | report['parameters']['values'] is None or \ |
||
813 | len(report['parameters']['values']) == 0 or \ |
||
814 | timestamps_data_all_equal_0(report['parameters']['timestamps']): |
||
815 | pass |
||
816 | else: |
||
817 | |||
818 | ################################################################################################################ |
||
819 | # new worksheet |
||
820 | ################################################################################################################ |
||
821 | |||
822 | parameters_data = report['parameters'] |
||
823 | parameters_names_len = len(parameters_data['names']) |
||
824 | |||
825 | file_name = (re.sub(r'[^A-Z]', '', ws.title))+'_' |
||
826 | parameters_ws = wb.create_sheet(file_name + _('Parameters')) |
||
827 | |||
828 | parameters_timestamps_data_max_len = \ |
||
829 | get_parameters_timestamps_lists_max_len(list(parameters_data['timestamps'])) |
||
830 | |||
831 | # Row height |
||
832 | parameters_ws.row_dimensions[1].height = 102 |
||
833 | for i in range(2, 7 + 1): |
||
834 | parameters_ws.row_dimensions[i].height = 42 |
||
835 | |||
836 | for i in range(8, parameters_timestamps_data_max_len + 10): |
||
837 | parameters_ws.row_dimensions[i].height = 60 |
||
838 | |||
839 | # Col width |
||
840 | parameters_ws.column_dimensions['A'].width = 1.5 |
||
841 | |||
842 | parameters_ws.column_dimensions['B'].width = 25.0 |
||
843 | |||
844 | for i in range(3, 12 + parameters_names_len * 3): |
||
845 | parameters_ws.column_dimensions[format_cell.get_column_letter(i)].width = 15.0 |
||
846 | |||
847 | # Img |
||
848 | img = Image("excelexporters/myems.png") |
||
849 | parameters_ws.add_image(img, 'A1') |
||
850 | |||
851 | # Title |
||
852 | parameters_ws['B3'].alignment = b_r_alignment |
||
853 | parameters_ws['B3'] = _('Name') + ':' |
||
854 | parameters_ws['C3'].border = b_border |
||
855 | parameters_ws['C3'].alignment = b_c_alignment |
||
856 | parameters_ws['C3'] = name |
||
857 | |||
858 | parameters_ws['D3'].alignment = b_r_alignment |
||
859 | parameters_ws['D3'] = _('Period Type') + ':' |
||
860 | parameters_ws['E3'].border = b_border |
||
861 | parameters_ws['E3'].alignment = b_c_alignment |
||
862 | parameters_ws['E3'] = period_type |
||
863 | |||
864 | parameters_ws['B4'].alignment = b_r_alignment |
||
865 | parameters_ws['B4'] = _('Reporting Start Datetime') + ':' |
||
866 | parameters_ws['C4'].border = b_border |
||
867 | parameters_ws['C4'].alignment = b_c_alignment |
||
868 | parameters_ws['C4'] = reporting_start_datetime_local |
||
869 | |||
870 | parameters_ws['D4'].alignment = b_r_alignment |
||
871 | parameters_ws['D4'] = _('Reporting End Datetime') + ':' |
||
872 | parameters_ws['E4'].border = b_border |
||
873 | parameters_ws['E4'].alignment = b_c_alignment |
||
874 | parameters_ws['E4'] = reporting_end_datetime_local |
||
875 | |||
876 | parameters_ws_current_row_number = 6 |
||
877 | |||
878 | parameters_ws['B' + str(parameters_ws_current_row_number)].font = title_font |
||
879 | parameters_ws['B' + str(parameters_ws_current_row_number)] = name + ' ' + _('Parameters') |
||
880 | |||
881 | parameters_ws_current_row_number += 1 |
||
882 | |||
883 | parameters_table_start_row_number = parameters_ws_current_row_number |
||
884 | |||
885 | parameters_ws.row_dimensions[parameters_ws_current_row_number].height = 80 |
||
886 | |||
887 | parameters_ws_current_row_number += 1 |
||
888 | |||
889 | table_current_col_number = 2 |
||
890 | |||
891 | for i in range(0, parameters_names_len): |
||
892 | |||
893 | if len(parameters_data['timestamps'][i]) == 0: |
||
894 | continue |
||
895 | |||
896 | col = format_cell.get_column_letter(table_current_col_number) |
||
897 | |||
898 | parameters_ws[col + str(parameters_ws_current_row_number - 1)].fill = table_fill |
||
899 | parameters_ws[col + str(parameters_ws_current_row_number - 1)].border = f_border |
||
900 | |||
901 | col = format_cell.get_column_letter(table_current_col_number + 1) |
||
902 | |||
903 | parameters_ws[col + str(parameters_ws_current_row_number - 1)].fill = table_fill |
||
904 | parameters_ws[col + str(parameters_ws_current_row_number - 1)].border = f_border |
||
905 | parameters_ws[col + str(parameters_ws_current_row_number - 1)].font = name_font |
||
906 | parameters_ws[col + str(parameters_ws_current_row_number - 1)].alignment = c_c_alignment |
||
907 | parameters_ws[col + str(parameters_ws_current_row_number - 1)] = parameters_data['names'][i] |
||
908 | |||
909 | table_current_row_number = parameters_ws_current_row_number |
||
910 | |||
911 | for j, value in enumerate(list(parameters_data['timestamps'][i])): |
||
912 | col = format_cell.get_column_letter(table_current_col_number) |
||
913 | |||
914 | parameters_ws[col + str(table_current_row_number)].border = f_border |
||
915 | parameters_ws[col + str(table_current_row_number)].font = title_font |
||
916 | parameters_ws[col + str(table_current_row_number)].alignment = c_c_alignment |
||
917 | parameters_ws[col + str(table_current_row_number)] = value |
||
918 | |||
919 | col = format_cell.get_column_letter(table_current_col_number + 1) |
||
920 | |||
921 | parameters_ws[col + str(table_current_row_number)].border = f_border |
||
922 | parameters_ws[col + str(table_current_row_number)].font = title_font |
||
923 | parameters_ws[col + str(table_current_row_number)].alignment = c_c_alignment |
||
924 | parameters_ws[col + str(table_current_row_number)] = round(parameters_data['values'][i][j], 2) |
||
925 | |||
926 | table_current_row_number += 1 |
||
927 | |||
928 | table_current_col_number = table_current_col_number + 3 |
||
929 | |||
930 | ################################################################################################################ |
||
931 | # parameters chart and parameters table |
||
932 | ################################################################################################################ |
||
933 | |||
934 | ws['B' + str(current_sheet_parameters_row_number)].font = title_font |
||
935 | ws['B' + str(current_sheet_parameters_row_number)] = name + ' ' + _('Parameters') |
||
936 | |||
937 | current_sheet_parameters_row_number += 1 |
||
938 | |||
939 | chart_start_row_number = current_sheet_parameters_row_number |
||
940 | |||
941 | col_index = 0 |
||
942 | |||
943 | for i in range(0, parameters_names_len): |
||
944 | |||
945 | if len(parameters_data['timestamps'][i]) == 0: |
||
946 | continue |
||
947 | |||
948 | line = LineChart() |
||
949 | data_col = 3 + col_index * 3 |
||
950 | labels_col = 2 + col_index * 3 |
||
951 | col_index += 1 |
||
952 | line.title = _('Parameters') + ' - ' + \ |
||
953 | parameters_ws.cell(row=parameters_table_start_row_number, column=data_col).value |
||
954 | labels = Reference(parameters_ws, min_col=labels_col, min_row=parameters_table_start_row_number + 1, |
||
955 | max_row=(len(parameters_data['timestamps'][i]) + parameters_table_start_row_number)) |
||
956 | line_data = Reference(parameters_ws, min_col=data_col, min_row=parameters_table_start_row_number, |
||
957 | max_row=(len(parameters_data['timestamps'][i]) + parameters_table_start_row_number)) |
||
958 | line.add_data(line_data, titles_from_data=True) |
||
959 | line.set_categories(labels) |
||
960 | line_data = line.series[0] |
||
961 | line_data.marker.symbol = "circle" |
||
962 | line_data.smooth = True |
||
963 | line.x_axis.crosses = 'min' |
||
964 | line.height = 8.25 |
||
965 | line.width = 24 |
||
966 | line.dLbls = DataLabelList() |
||
967 | line.dLbls.dLblPos = 't' |
||
968 | line.dLbls.showVal = False |
||
969 | line.dLbls.showPercent = False |
||
970 | chart_col = 'B' |
||
971 | chart_cell = chart_col + str(chart_start_row_number) |
||
972 | chart_start_row_number += 6 |
||
973 | ws.add_chart(line, chart_cell) |
||
974 | |||
975 | current_sheet_parameters_row_number = chart_start_row_number |
||
976 | |||
977 | current_sheet_parameters_row_number += 1 |
||
978 | #################################################################################################################### |
||
979 | filename = str(uuid.uuid4()) + '.xlsx' |
||
980 | wb.save(filename) |
||
981 | |||
982 | return filename |
||
983 | |||
984 | |||
985 | def timestamps_data_all_equal_0(lists): |
||
986 | for i, value in enumerate(list(lists)): |
||
987 | if len(value) > 0: |
||
988 | return False |
||
989 | |||
990 | return True |
||
991 | |||
992 | |||
993 | def get_parameters_timestamps_lists_max_len(parameters_timestamps_lists): |
||
994 | max_len = 0 |
||
995 | for i, value in enumerate(list(parameters_timestamps_lists)): |
||
996 | if len(value) > max_len: |
||
997 | max_len = len(value) |
||
998 | |||
999 | return max_len |
||
1000 | |||
1001 | |||
1002 | def timestamps_data_not_equal_0(lists): |
||
1003 | number = 0 |
||
1004 | for i, value in enumerate(list(lists)): |
||
1005 | if len(value) > 0: |
||
1006 | number += 1 |
||
1007 | return number |
||
1008 | |||
1009 | |||
1010 | View Code Duplication | def is_base_period_timestamp_exists(base_period_data): |
|
1011 | timestamps = base_period_data['timestamps'] |
||
1012 | |||
1013 | if len(timestamps) == 0: |
||
1014 | return False |
||
1015 | |||
1016 | for timestamp in timestamps: |
||
1017 | if len(timestamp) > 0: |
||
1018 | return True |
||
1019 | |||
1020 | return False |
||
1021 |