Total Complexity | 102 |
Total Lines | 1017 |
Duplicated Lines | 94.79 % |
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.storecost 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 | from decimal import Decimal |
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7 | |||
8 | import openpyxl.utils.cell as format_cell |
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9 | from openpyxl import Workbook |
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10 | from openpyxl.chart import PieChart, Reference, LineChart |
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11 | from openpyxl.chart.label import DataLabelList |
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12 | from openpyxl.drawing.image import Image |
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13 | from openpyxl.styles import PatternFill, Border, Side, Alignment, Font |
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14 | |||
15 | |||
16 | ######################################################################################################################## |
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17 | # PROCEDURES |
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18 | # Step 1: Validate the report data |
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19 | # Step 2: Generate excel file |
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20 | # Step 3: Encode the excel file bytes to Base64 |
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21 | ######################################################################################################################## |
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22 | |||
23 | |||
24 | View Code Duplication | def export(report, |
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25 | name, |
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26 | base_period_start_datetime_local, |
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27 | base_period_end_datetime_local, |
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28 | reporting_start_datetime_local, |
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29 | reporting_end_datetime_local, |
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30 | period_type, |
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31 | language): |
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32 | #################################################################################################################### |
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33 | # Step 1: Validate the report data |
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34 | #################################################################################################################### |
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35 | if report is None: |
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36 | return None |
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37 | |||
38 | #################################################################################################################### |
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39 | # Step 2: Generate excel file from the report data |
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40 | #################################################################################################################### |
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41 | filename = generate_excel(report, |
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42 | name, |
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43 | base_period_start_datetime_local, |
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44 | base_period_end_datetime_local, |
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45 | reporting_start_datetime_local, |
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46 | reporting_end_datetime_local, |
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47 | period_type, |
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48 | language) |
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49 | #################################################################################################################### |
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50 | # Step 3: Encode the excel file to Base64 |
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51 | #################################################################################################################### |
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52 | binary_file_data = b'' |
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53 | try: |
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54 | with open(filename, 'rb') as binary_file: |
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55 | binary_file_data = binary_file.read() |
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56 | except IOError as ex: |
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57 | print(str(ex)) |
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58 | |||
59 | # Base64 encode the bytes |
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60 | base64_encoded_data = base64.b64encode(binary_file_data) |
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61 | # get the Base64 encoded data using human-readable characters. |
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62 | base64_message = base64_encoded_data.decode('utf-8') |
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63 | # delete the file from server |
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64 | try: |
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65 | os.remove(filename) |
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66 | except NotImplementedError as ex: |
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67 | print(str(ex)) |
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68 | return base64_message |
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69 | |||
70 | |||
71 | View Code Duplication | def generate_excel(report, |
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72 | name, |
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73 | base_period_start_datetime_local, |
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74 | base_period_end_datetime_local, |
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75 | reporting_start_datetime_local, |
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76 | reporting_end_datetime_local, |
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77 | period_type, |
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78 | language): |
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79 | |||
80 | locale_path = './i18n/' |
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81 | if language == 'zh_CN': |
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82 | trans = gettext.translation('myems', locale_path, languages=['zh_CN']) |
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83 | elif language == 'de': |
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84 | trans = gettext.translation('myems', locale_path, languages=['de']) |
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85 | elif language == 'en': |
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86 | trans = gettext.translation('myems', locale_path, languages=['en']) |
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87 | else: |
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88 | trans = gettext.translation('myems', locale_path, languages=['en']) |
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89 | trans.install() |
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90 | _ = trans.gettext |
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91 | |||
92 | wb = Workbook() |
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93 | ws = wb.active |
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94 | ws.title = "StoreCost" |
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95 | |||
96 | # Row height |
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97 | ws.row_dimensions[1].height = 118 |
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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 | ws.column_dimensions['B'].width = 20.0 |
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104 | ws.column_dimensions['C'].width = 20.0 |
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105 | |||
106 | for i in range(ord('D'), 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 | # Img |
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142 | img = Image("excelexporters/myems.png") |
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143 | ws.add_image(img, 'A1') |
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144 | |||
145 | # Title |
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146 | ws['B3'].alignment = b_r_alignment |
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147 | ws['B3'] = _('Name') + ':' |
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148 | ws['C3'].border = b_border |
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149 | ws['C3'].alignment = b_c_alignment |
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150 | ws['C3'] = name |
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151 | |||
152 | ws['D3'].alignment = b_r_alignment |
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153 | ws['D3'] = _('Period Type') + ':' |
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154 | ws['E3'].border = b_border |
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155 | ws['E3'].alignment = b_c_alignment |
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156 | ws['E3'] = period_type |
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157 | |||
158 | ws['B4'].alignment = b_r_alignment |
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159 | ws['B4'] = _('Reporting Start Datetime') + ':' |
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160 | ws['C4'].border = b_border |
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161 | ws['C4'].alignment = b_c_alignment |
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162 | ws['C4'] = reporting_start_datetime_local |
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163 | |||
164 | ws['D4'].alignment = b_r_alignment |
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165 | ws['D4'] = _('Reporting End Datetime') + ':' |
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166 | ws['E4'].border = b_border |
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167 | ws['E4'].alignment = b_c_alignment |
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168 | ws['E4'] = reporting_end_datetime_local |
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169 | |||
170 | is_base_period_timestamp_exists_flag = is_base_period_timestamp_exists(report['base_period']) |
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171 | |||
172 | if is_base_period_timestamp_exists_flag: |
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173 | ws['B5'].alignment = b_r_alignment |
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174 | ws['B5'] = _('Base Period Start Datetime') + ':' |
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175 | ws['C5'].border = b_border |
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176 | ws['C5'].alignment = b_c_alignment |
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177 | ws['C5'] = base_period_start_datetime_local |
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178 | |||
179 | ws['D5'].alignment = b_r_alignment |
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180 | ws['D5'] = _('Base Period End Datetime') + ':' |
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181 | ws['E5'].border = b_border |
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182 | ws['E5'].alignment = b_c_alignment |
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183 | ws['E5'] = base_period_end_datetime_local |
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184 | |||
185 | if "reporting_period" not in report.keys() or \ |
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186 | "names" not in report['reporting_period'].keys() or len(report['reporting_period']['names']) == 0: |
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187 | filename = str(uuid.uuid4()) + '.xlsx' |
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188 | wb.save(filename) |
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189 | return filename |
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190 | |||
191 | #################################################################################################################### |
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192 | reporting_period_data = report['reporting_period'] |
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193 | if "names" not in reporting_period_data.keys() or \ |
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194 | reporting_period_data['names'] is None or \ |
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195 | len(reporting_period_data['names']) == 0: |
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196 | for i in range(7, 11 + 1): |
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197 | ws.row_dimensions[i].height = 0.1 |
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198 | else: |
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199 | ws['B7'].font = title_font |
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200 | ws['B7'] = name + ' ' + _('Reporting Period Costs') |
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201 | |||
202 | category = reporting_period_data['names'] |
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203 | ca_len = len(category) |
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204 | |||
205 | ws['B8'].fill = table_fill |
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206 | ws['B8'].border = f_border |
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207 | |||
208 | ws['B9'].font = title_font |
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209 | ws['B9'].alignment = c_c_alignment |
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210 | ws['B9'] = _('Cost') |
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211 | ws['B9'].border = f_border |
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212 | |||
213 | ws['B10'].font = title_font |
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214 | ws['B10'].alignment = c_c_alignment |
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215 | ws['B10'] = _('Per Unit Area') |
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216 | ws['B10'].border = f_border |
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217 | |||
218 | ws['B11'].font = title_font |
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219 | ws['B11'].alignment = c_c_alignment |
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220 | ws['B11'] = _('Increment Rate') |
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221 | ws['B11'].border = f_border |
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222 | |||
223 | col = 'B' |
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224 | |||
225 | for i in range(0, ca_len): |
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226 | col = chr(ord('C') + i) |
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227 | ws[col + '8'].fill = table_fill |
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228 | ws[col + '8'].font = name_font |
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229 | ws[col + '8'].alignment = c_c_alignment |
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230 | ws[col + '8'] = reporting_period_data['names'][i] + " (" + reporting_period_data['units'][i] + ")" |
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231 | ws[col + '8'].border = f_border |
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232 | |||
233 | ws[col + '9'].font = name_font |
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234 | ws[col + '9'].alignment = c_c_alignment |
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235 | ws[col + '9'] = round(reporting_period_data['subtotals'][i], 2) |
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236 | ws[col + '9'].border = f_border |
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237 | |||
238 | ws[col + '10'].font = name_font |
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239 | ws[col + '10'].alignment = c_c_alignment |
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240 | ws[col + '10'] = round(reporting_period_data['subtotals_per_unit_area'][i], 2) |
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241 | ws[col + '10'].border = f_border |
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242 | |||
243 | ws[col + '11'].font = name_font |
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244 | ws[col + '11'].alignment = c_c_alignment |
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245 | ws[col + '11'] = str(round(reporting_period_data['increment_rates'][i] * 100, 2)) + "%" \ |
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246 | if reporting_period_data['increment_rates'][i] is not None else "-" |
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247 | ws[col + '11'].border = f_border |
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248 | |||
249 | end_col = chr(ord(col)+1) |
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250 | ws[end_col + '8'].fill = table_fill |
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251 | ws[end_col + '8'].font = name_font |
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252 | ws[end_col + '8'].alignment = c_c_alignment |
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253 | ws[end_col + '8'] = _("Total") + " (" + reporting_period_data['total_unit'] + ")" |
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254 | ws[end_col + '8'].border = f_border |
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255 | |||
256 | ws[end_col + '9'].font = name_font |
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257 | ws[end_col + '9'].alignment = c_c_alignment |
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258 | ws[end_col + '9'] = round(reporting_period_data['total'], 2) |
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259 | ws[end_col + '9'].border = f_border |
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260 | |||
261 | ws[end_col + '10'].font = name_font |
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262 | ws[end_col + '10'].alignment = c_c_alignment |
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263 | ws[end_col + '10'] = round(reporting_period_data['total_per_unit_area'], 2) |
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264 | ws[end_col + '10'].border = f_border |
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265 | |||
266 | ws[end_col + '11'].font = name_font |
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267 | ws[end_col + '11'].alignment = c_c_alignment |
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268 | ws[end_col + '11'] = str(round(reporting_period_data['total_increment_rate'] * 100, 2)) + "%" \ |
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269 | if reporting_period_data['total_increment_rate'] is not None else "-" |
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270 | ws[end_col + '11'].border = f_border |
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271 | |||
272 | #################################################################################################################### |
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273 | if "toppeaks" not in reporting_period_data.keys() or \ |
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274 | reporting_period_data['toppeaks'] is None or \ |
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275 | len(reporting_period_data['toppeaks']) == 0: |
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276 | for i in range(13, 19 + 1): |
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277 | ws.row_dimensions[i].height = 0.1 |
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278 | else: |
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279 | electricity_index = -1 |
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280 | for i in range(len(reporting_period_data['energy_category_ids'])): |
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281 | if reporting_period_data['energy_category_ids'][i] == 1: |
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282 | electricity_index = i |
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283 | break |
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284 | |||
285 | ws['B13'].font = title_font |
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286 | ws['B13'] = name + ' ' + _('Electricity Costs by Time-Of-Use') |
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287 | |||
288 | ws['B14'].fill = table_fill |
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289 | ws['B14'].font = name_font |
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290 | ws['B14'].alignment = c_c_alignment |
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291 | ws['B14'].border = f_border |
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292 | |||
293 | ws['C14'].fill = table_fill |
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294 | ws['C14'].font = name_font |
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295 | ws['C14'].alignment = c_c_alignment |
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296 | ws['C14'].border = f_border |
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297 | ws['C14'] = _('Electricity Costs by Time-Of-Use') |
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298 | |||
299 | ws['B15'].font = title_font |
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300 | ws['B15'].alignment = c_c_alignment |
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301 | ws['B15'] = _('TopPeak') |
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302 | ws['B15'].border = f_border |
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303 | |||
304 | ws['C15'].font = title_font |
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305 | ws['C15'].alignment = c_c_alignment |
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306 | ws['C15'].border = f_border |
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307 | ws['C15'] = round(reporting_period_data['toppeaks'][electricity_index], 2) if electricity_index >= 0 else "-" |
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308 | |||
309 | ws['B16'].font = title_font |
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310 | ws['B16'].alignment = c_c_alignment |
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311 | ws['B16'] = _('OnPeak') |
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312 | ws['B16'].border = f_border |
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313 | |||
314 | ws['C16'].font = title_font |
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315 | ws['C16'].alignment = c_c_alignment |
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316 | ws['C16'].border = f_border |
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317 | ws['C16'] = round(reporting_period_data['onpeaks'][electricity_index], 2) if electricity_index >= 0 else "-" |
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318 | |||
319 | ws['B17'].font = title_font |
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320 | ws['B17'].alignment = c_c_alignment |
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321 | ws['B17'] = _('MidPeak') |
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322 | ws['B17'].border = f_border |
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323 | |||
324 | ws['C17'].font = title_font |
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325 | ws['C17'].alignment = c_c_alignment |
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326 | ws['C17'].border = f_border |
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327 | ws['C17'] = round(reporting_period_data['midpeaks'][electricity_index], 2) if electricity_index >= 0 else "-" |
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328 | |||
329 | ws['B18'].font = title_font |
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330 | ws['B18'].alignment = c_c_alignment |
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331 | ws['B18'] = _('OffPeak') |
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332 | ws['B18'].border = f_border |
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333 | |||
334 | ws['C18'].font = title_font |
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335 | ws['C18'].alignment = c_c_alignment |
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336 | ws['C18'].border = f_border |
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337 | ws['C18'] = round(reporting_period_data['offpeaks'][electricity_index], 2) if electricity_index >= 0 else "-" |
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338 | |||
339 | pie = PieChart() |
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340 | labels = Reference(ws, min_col=2, min_row=15, max_row=18) |
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341 | pie_data = Reference(ws, min_col=3, min_row=14, max_row=18) |
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342 | pie.add_data(pie_data, titles_from_data=True) |
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343 | pie.set_categories(labels) |
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344 | pie.height = 5.25 |
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345 | pie.width = 8 |
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346 | s1 = pie.series[0] |
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347 | s1.dLbls = DataLabelList() |
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348 | s1.dLbls.showCatName = False |
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349 | s1.dLbls.showVal = True |
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350 | s1.dLbls.showPercent = True |
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351 | ws.add_chart(pie, "D14") |
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352 | |||
353 | #################################################################################################################### |
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354 | current_row_number = 20 |
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355 | if "subtotals" not in reporting_period_data.keys() or \ |
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356 | reporting_period_data['subtotals'] is None or \ |
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357 | len(reporting_period_data['subtotals']) == 0: |
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358 | for i in range(21, 29 + 1): |
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359 | current_row_number = 30 |
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360 | ws.row_dimensions[i].height = 0.1 |
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361 | else: |
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362 | ws['B' + str(current_row_number)].font = title_font |
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363 | ws['B' + str(current_row_number)] = name + ' ' + _('Costs Proportion') |
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364 | |||
365 | current_row_number += 1 |
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366 | |||
367 | table_start_row_number = current_row_number |
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368 | |||
369 | ws['B' + str(current_row_number)].fill = table_fill |
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370 | ws['B' + str(current_row_number)].font = name_font |
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371 | ws['B' + str(current_row_number)].alignment = c_c_alignment |
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372 | ws['B' + str(current_row_number)].border = f_border |
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373 | |||
374 | ws['C' + str(current_row_number)].fill = table_fill |
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375 | ws['C' + str(current_row_number)].font = name_font |
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376 | ws['C' + str(current_row_number)].alignment = c_c_alignment |
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377 | ws['C' + str(current_row_number)].border = f_border |
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378 | ws['C' + str(current_row_number)] = _('Costs Proportion') |
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379 | |||
380 | current_row_number += 1 |
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381 | |||
382 | ca_len = len(reporting_period_data['names']) |
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383 | |||
384 | for i in range(0, ca_len): |
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385 | ws['B' + str(current_row_number)].font = title_font |
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386 | ws['B' + str(current_row_number)].alignment = c_c_alignment |
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387 | ws['B' + str(current_row_number)] = reporting_period_data['names'][i] |
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388 | ws['B' + str(current_row_number)].border = f_border |
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389 | |||
390 | ws['C' + str(current_row_number)].font = title_font |
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391 | ws['C' + str(current_row_number)].alignment = c_c_alignment |
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392 | ws['C' + str(current_row_number)].border = f_border |
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393 | ws['C' + str(current_row_number)] = round(reporting_period_data['subtotals'][i], 2) |
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394 | |||
395 | current_row_number += 1 |
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396 | |||
397 | table_end_row_number = current_row_number - 1 |
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398 | |||
399 | pie = PieChart() |
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400 | labels = Reference(ws, min_col=2, min_row=table_start_row_number + 1, max_row=table_end_row_number) |
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401 | pie_data = Reference(ws, min_col=3, min_row=table_start_row_number, max_row=table_end_row_number) |
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402 | pie.add_data(pie_data, titles_from_data=True) |
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403 | pie.set_categories(labels) |
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404 | pie.height = 5.25 |
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405 | pie.width = 8 |
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406 | s1 = pie.series[0] |
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407 | s1.dLbls = DataLabelList() |
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408 | s1.dLbls.showCatName = False |
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409 | s1.dLbls.showVal = True |
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410 | s1.dLbls.showPercent = True |
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411 | table_cell = 'D' + str(table_start_row_number) |
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412 | ws.add_chart(pie, table_cell) |
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413 | |||
414 | if ca_len < 4: |
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415 | current_row_number = current_row_number - ca_len + 4 |
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416 | |||
417 | #################################################################################################################### |
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418 | table_start_draw_flag = current_row_number + 1 |
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419 | |||
420 | if "timestamps" not in reporting_period_data.keys() or \ |
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421 | reporting_period_data['timestamps'] is None or \ |
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422 | len(reporting_period_data['timestamps']) == 0: |
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423 | pass |
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424 | else: |
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425 | if not is_base_period_timestamp_exists_flag: |
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426 | reporting_period_data = report['reporting_period'] |
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427 | times = reporting_period_data['timestamps'] |
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428 | ca_len = len(report['reporting_period']['names']) |
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429 | real_timestamps_len = timestamps_data_not_equal_0(report['parameters']['timestamps']) |
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430 | ws['B' + str(current_row_number)].font = title_font |
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431 | ws['B' + str(current_row_number)] = name + ' ' + _('Detailed Data') |
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432 | |||
433 | current_row_number += 1 |
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434 | # 1: Stand for blank line 2: Stand for title |
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435 | current_row_number += ca_len * 6 + real_timestamps_len * 6 + 1 + 2 |
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436 | table_start_row_number = current_row_number |
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437 | |||
438 | time = times[0] |
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439 | has_data = False |
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440 | |||
441 | if len(time) > 0: |
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442 | has_data = True |
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443 | |||
444 | if has_data: |
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445 | |||
446 | ws.row_dimensions[current_row_number].height = 60 |
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447 | current_col_number = 2 |
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448 | col = format_cell.get_column_letter(current_col_number) |
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449 | ws[col + str(current_row_number)].fill = table_fill |
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450 | ws[col + str(current_row_number)].font = title_font |
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451 | ws[col + str(current_row_number)].border = f_border |
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452 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
453 | ws[col + str(current_row_number)] = _('Datetime') |
||
454 | |||
455 | for i in range(0, ca_len): |
||
456 | current_col_number += 1 |
||
457 | col = format_cell.get_column_letter(current_col_number) |
||
458 | |||
459 | ws[col + str(current_row_number)].fill = table_fill |
||
460 | ws[col + str(current_row_number)].font = title_font |
||
461 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
462 | ws[col + str(current_row_number)] = reporting_period_data['names'][i] + \ |
||
463 | " (" + reporting_period_data['units'][i] + ")" |
||
464 | ws[col + str(current_row_number)].border = f_border |
||
465 | |||
466 | current_col_number += 1 |
||
467 | col = format_cell.get_column_letter(current_col_number) |
||
468 | ws[col + str(current_row_number)].fill = table_fill |
||
469 | ws[col + str(current_row_number)].font = title_font |
||
470 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
471 | ws[col + str(current_row_number)] = _('Total') + '(' + report['reporting_period']['total_unit'] + ')' |
||
472 | ws[col + str(current_row_number)].border = f_border |
||
473 | |||
474 | current_row_number += 1 |
||
475 | |||
476 | for i in range(0, len(time)): |
||
477 | current_col_number = 2 |
||
478 | col = format_cell.get_column_letter(current_col_number) |
||
479 | |||
480 | ws[col + str(current_row_number)].font = title_font |
||
481 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
482 | ws[col + str(current_row_number)] = time[i] |
||
483 | ws[col + str(current_row_number)].border = f_border |
||
484 | |||
485 | total = Decimal(0.0) |
||
486 | |||
487 | for j in range(0, ca_len): |
||
488 | current_col_number += 1 |
||
489 | col = format_cell.get_column_letter(current_col_number) |
||
490 | |||
491 | ws[col + str(current_row_number)].font = title_font |
||
492 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
493 | ws[col + str(current_row_number)] = round(reporting_period_data['values'][j][i], 2) |
||
494 | total += reporting_period_data['values'][j][i] |
||
495 | ws[col + str(current_row_number)].border = f_border |
||
496 | |||
497 | current_col_number += 1 |
||
498 | col = format_cell.get_column_letter(current_col_number) |
||
499 | ws[col + str(current_row_number)].font = title_font |
||
500 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
501 | ws[col + str(current_row_number)] = round(total, 2) |
||
502 | ws[col + str(current_row_number)].border = f_border |
||
503 | |||
504 | current_row_number += 1 |
||
505 | |||
506 | table_end_row_number = current_row_number - 1 |
||
507 | |||
508 | current_col_number = 2 |
||
509 | col = format_cell.get_column_letter(current_col_number) |
||
510 | |||
511 | ws[col + str(current_row_number)].font = title_font |
||
512 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
513 | ws[col + str(current_row_number)] = _('Subtotal') |
||
514 | ws[col + str(current_row_number)].border = f_border |
||
515 | |||
516 | subtotals = Decimal(0.0) |
||
517 | |||
518 | for i in range(0, ca_len): |
||
519 | current_col_number += 1 |
||
520 | col = format_cell.get_column_letter(current_col_number) |
||
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)] = round(reporting_period_data['subtotals'][i], 2) |
||
524 | subtotals += reporting_period_data['subtotals'][i] |
||
525 | ws[col + str(current_row_number)].border = f_border |
||
526 | |||
527 | # line |
||
528 | line = LineChart() |
||
529 | line.title = _('Reporting Period Costs') + ' - ' \ |
||
530 | + reporting_period_data['names'][i] + " (" + reporting_period_data['units'][i] + ")" |
||
531 | labels = Reference(ws, min_col=2, min_row=table_start_row_number + 1, max_row=table_end_row_number) |
||
532 | line_data = Reference(ws, min_col=3 + i, min_row=table_start_row_number, |
||
533 | max_row=table_end_row_number) |
||
534 | line.add_data(line_data, titles_from_data=True) |
||
535 | line.set_categories(labels) |
||
536 | line_data = line.series[0] |
||
537 | line_data.marker.symbol = "circle" |
||
538 | line_data.smooth = True |
||
539 | line.x_axis.crosses = 'min' |
||
540 | line.height = 8.25 |
||
541 | line.width = 24 |
||
542 | line.dLbls = DataLabelList() |
||
543 | line.dLbls.dLblPos = 't' |
||
544 | line.dLbls.showVal = True |
||
545 | line.dLbls.showPercent = False |
||
546 | chart_col = 'B' |
||
547 | chart_cell = chart_col + str(table_start_draw_flag + 6 * i) |
||
548 | ws.add_chart(line, chart_cell) |
||
549 | |||
550 | current_col_number += 1 |
||
551 | col = format_cell.get_column_letter(current_col_number) |
||
552 | ws[col + str(current_row_number)].font = title_font |
||
553 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
554 | ws[col + str(current_row_number)] = round(subtotals, 2) |
||
555 | ws[col + str(current_row_number)].border = f_border |
||
556 | |||
557 | current_row_number += 2 |
||
558 | else: |
||
559 | base_period_data = report['base_period'] |
||
560 | reporting_period_data = report['reporting_period'] |
||
561 | base_period_timestamps = base_period_data['timestamps'] |
||
562 | reporting_period_timestamps = reporting_period_data['timestamps'] |
||
563 | # Tip: |
||
564 | # base_period_data['names'] == reporting_period_data['names'] |
||
565 | # base_period_data['units'] == reporting_period_data['units'] |
||
566 | base_period_data_ca_len = len(base_period_data['names']) |
||
567 | reporting_period_data_ca_len = len(reporting_period_data['names']) |
||
568 | real_timestamps_len = timestamps_data_not_equal_0(report['parameters']['timestamps']) |
||
569 | ws['B' + str(current_row_number)].font = title_font |
||
570 | ws['B' + str(current_row_number)] = name + ' ' + _('Detailed Data') |
||
571 | |||
572 | current_row_number += 1 |
||
573 | # 1: Stand for blank line 2: Stand for title |
||
574 | current_row_number += reporting_period_data_ca_len * 6 + real_timestamps_len * 6 + 1 + 2 |
||
575 | table_start_row_number = current_row_number |
||
576 | |||
577 | has_data = False |
||
578 | |||
579 | if len(base_period_timestamps[0]) or len(reporting_period_timestamps[0]) > 0: |
||
580 | has_data = True |
||
581 | |||
582 | if has_data: |
||
583 | ws.row_dimensions[current_row_number].height = 60 |
||
584 | current_col_number = 2 |
||
585 | col = format_cell.get_column_letter(current_col_number) |
||
586 | ws[col + str(current_row_number)].fill = table_fill |
||
587 | ws[col + str(current_row_number)].font = title_font |
||
588 | ws[col + str(current_row_number)].border = f_border |
||
589 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
590 | ws[col + str(current_row_number)] = _('Base Period') + " - " + _('Datetime') |
||
591 | |||
592 | for i in range(0, base_period_data_ca_len): |
||
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') + " - " + base_period_data['names'][i] + \ |
||
600 | " (" + base_period_data['units'][i] + ")" |
||
601 | ws[col + str(current_row_number)].border = f_border |
||
602 | |||
603 | current_col_number += 1 |
||
604 | col = format_cell.get_column_letter(current_col_number) |
||
605 | ws[col + str(current_row_number)].fill = table_fill |
||
606 | ws[col + str(current_row_number)].font = title_font |
||
607 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
608 | ws[col + str(current_row_number)] = _('Base Period') + " - " \ |
||
609 | + _('Total') + '(' + report['reporting_period']['total_unit'] + ')' |
||
610 | ws[col + str(current_row_number)].border = f_border |
||
611 | |||
612 | current_col_number += 1 |
||
613 | col = format_cell.get_column_letter(current_col_number) |
||
614 | |||
615 | ws[col + str(current_row_number)].fill = table_fill |
||
616 | ws[col + str(current_row_number)].font = title_font |
||
617 | ws[col + str(current_row_number)].border = f_border |
||
618 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
619 | ws[col + str(current_row_number)] = _('Reporting Period') + " - " + _('Datetime') |
||
620 | |||
621 | for i in range(0, reporting_period_data_ca_len): |
||
622 | current_col_number += 1 |
||
623 | col = format_cell.get_column_letter(current_col_number) |
||
624 | ws[col + str(current_row_number)].fill = table_fill |
||
625 | ws[col + str(current_row_number)].font = title_font |
||
626 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
627 | ws[col + str(current_row_number)] = _('Reporting Period') + " - " \ |
||
628 | + reporting_period_data['names'][i] + " (" + \ |
||
629 | reporting_period_data['units'][i] + ")" |
||
630 | ws[col + str(current_row_number)].border = f_border |
||
631 | |||
632 | current_col_number += 1 |
||
633 | col = format_cell.get_column_letter(current_col_number) |
||
634 | ws[col + str(current_row_number)].fill = table_fill |
||
635 | ws[col + str(current_row_number)].font = title_font |
||
636 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
637 | ws[col + str(current_row_number)] = _('Reporting Period') + " - " \ |
||
638 | + _('Total') + '(' + report['reporting_period']['total_unit'] + ')' |
||
639 | ws[col + str(current_row_number)].border = f_border |
||
640 | |||
641 | current_row_number += 1 |
||
642 | |||
643 | max_timestamps_len = len(base_period_timestamps[0]) \ |
||
644 | if len(base_period_timestamps[0]) >= len(reporting_period_timestamps[0]) \ |
||
645 | else len(reporting_period_timestamps[0]) |
||
646 | |||
647 | for i in range(0, max_timestamps_len): |
||
648 | current_col_number = 2 |
||
649 | col = format_cell.get_column_letter(current_col_number) |
||
650 | ws[col + str(current_row_number)].font = title_font |
||
651 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
652 | ws[col + str(current_row_number)] = base_period_timestamps[0][i] \ |
||
653 | if i < len(base_period_timestamps[0]) else None |
||
654 | ws[col + str(current_row_number)].border = f_border |
||
655 | |||
656 | base_period_total = Decimal(0.0) |
||
657 | |||
658 | for j in range(0, base_period_data_ca_len): |
||
659 | current_col_number += 1 |
||
660 | col = format_cell.get_column_letter(current_col_number) |
||
661 | |||
662 | ws[col + str(current_row_number)].font = title_font |
||
663 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
664 | ws[col + str(current_row_number)] = round(base_period_data['values'][j][i], 2) \ |
||
665 | if i < len(base_period_data['values'][j]) else None |
||
666 | if i < len(base_period_timestamps[0]): |
||
667 | base_period_total += base_period_data['values'][j][i] |
||
668 | ws[col + str(current_row_number)].border = f_border |
||
669 | |||
670 | current_col_number += 1 |
||
671 | col = format_cell.get_column_letter(current_col_number) |
||
672 | ws[col + str(current_row_number)].font = title_font |
||
673 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
674 | ws[col + str(current_row_number)] = round(base_period_total, 2) \ |
||
675 | if i < len(base_period_timestamps[0]) else None |
||
676 | ws[col + str(current_row_number)].border = f_border |
||
677 | |||
678 | current_col_number += 1 |
||
679 | col = format_cell.get_column_letter(current_col_number) |
||
680 | |||
681 | ws[col + str(current_row_number)].font = title_font |
||
682 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
683 | ws[col + str(current_row_number)] = reporting_period_timestamps[0][i] \ |
||
684 | if i < len(reporting_period_timestamps[0]) else None |
||
685 | ws[col + str(current_row_number)].border = f_border |
||
686 | |||
687 | reporting_period_total = Decimal(0.0) |
||
688 | |||
689 | for j in range(0, reporting_period_data_ca_len): |
||
690 | current_col_number += 1 |
||
691 | col = format_cell.get_column_letter(current_col_number) |
||
692 | |||
693 | ws[col + str(current_row_number)].font = title_font |
||
694 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
695 | ws[col + str(current_row_number)] = round(reporting_period_data['values'][j][i], 2) \ |
||
696 | if i < len(reporting_period_data['values'][j]) else None |
||
697 | if i < len(reporting_period_timestamps[0]): |
||
698 | reporting_period_total += reporting_period_data['values'][j][i] |
||
699 | ws[col + str(current_row_number)].border = f_border |
||
700 | |||
701 | current_col_number += 1 |
||
702 | col = format_cell.get_column_letter(current_col_number) |
||
703 | ws[col + str(current_row_number)].font = title_font |
||
704 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
705 | ws[col + str(current_row_number)] = round(reporting_period_total, 2) \ |
||
706 | if i < len(reporting_period_timestamps[0]) else None |
||
707 | ws[col + str(current_row_number)].border = f_border |
||
708 | |||
709 | current_row_number += 1 |
||
710 | |||
711 | current_col_number = 2 |
||
712 | col = format_cell.get_column_letter(current_col_number) |
||
713 | ws[col + str(current_row_number)].font = title_font |
||
714 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
715 | ws[col + str(current_row_number)] = _('Subtotal') |
||
716 | ws[col + str(current_row_number)].border = f_border |
||
717 | |||
718 | base_period_subtotals = Decimal(0.0) |
||
719 | |||
720 | for i in range(0, base_period_data_ca_len): |
||
721 | current_col_number += 1 |
||
722 | col = format_cell.get_column_letter(current_col_number) |
||
723 | ws[col + str(current_row_number)].font = title_font |
||
724 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
725 | ws[col + str(current_row_number)] = round(base_period_data['subtotals'][i], 2) |
||
726 | base_period_subtotals += base_period_data['subtotals'][i] |
||
727 | ws[col + str(current_row_number)].border = f_border |
||
728 | |||
729 | current_col_number += 1 |
||
730 | col = format_cell.get_column_letter(current_col_number) |
||
731 | ws[col + str(current_row_number)].font = title_font |
||
732 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
733 | ws[col + str(current_row_number)] = round(base_period_subtotals, 2) |
||
734 | ws[col + str(current_row_number)].border = f_border |
||
735 | |||
736 | current_col_number += 1 |
||
737 | col = format_cell.get_column_letter(current_col_number) |
||
738 | |||
739 | ws[col + str(current_row_number)].font = title_font |
||
740 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
741 | ws[col + str(current_row_number)] = _('Subtotal') |
||
742 | ws[col + str(current_row_number)].border = f_border |
||
743 | |||
744 | reporting_period_subtotals = Decimal(0.0) |
||
745 | |||
746 | for i in range(0, reporting_period_data_ca_len): |
||
747 | current_col_number += 1 |
||
748 | col = format_cell.get_column_letter(current_col_number) |
||
749 | ws[col + str(current_row_number)].font = title_font |
||
750 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
751 | ws[col + str(current_row_number)] = round(reporting_period_data['subtotals'][i], 2) |
||
752 | reporting_period_subtotals += reporting_period_data['subtotals'][i] |
||
753 | ws[col + str(current_row_number)].border = f_border |
||
754 | |||
755 | current_col_number += 1 |
||
756 | col = format_cell.get_column_letter(current_col_number) |
||
757 | ws[col + str(current_row_number)].font = title_font |
||
758 | ws[col + str(current_row_number)].alignment = c_c_alignment |
||
759 | ws[col + str(current_row_number)] = round(reporting_period_subtotals, 2) |
||
760 | ws[col + str(current_row_number)].border = f_border |
||
761 | |||
762 | for i in range(0, reporting_period_data_ca_len): |
||
763 | # line |
||
764 | line = LineChart() |
||
765 | line.title = _('Base Period Costs') + " / " \ |
||
766 | + _('Reporting Period Costs') + ' - ' \ |
||
767 | + reporting_period_data['names'][i] + " (" + reporting_period_data['units'][i] + ")" |
||
768 | labels = Reference(ws, min_col=2 + base_period_data_ca_len + 1 + 1, |
||
769 | min_row=table_start_row_number + 1, |
||
770 | max_row=table_start_row_number + len(reporting_period_timestamps[0])) |
||
771 | base_line_data = Reference(ws, min_col=3 + i, min_row=table_start_row_number, |
||
772 | max_row=table_start_row_number + len(reporting_period_timestamps[0])) |
||
773 | reporting_line_data = Reference(ws, min_col=3 + base_period_data_ca_len + 1 + 1 + i, |
||
774 | min_row=table_start_row_number, |
||
775 | max_row=table_start_row_number |
||
776 | + len(reporting_period_timestamps[0])) |
||
777 | line.add_data(base_line_data, titles_from_data=True) |
||
778 | line.add_data(reporting_line_data, titles_from_data=True) |
||
779 | line.set_categories(labels) |
||
780 | for j in range(len(line.series)): |
||
781 | line.series[j].marker.symbol = "circle" |
||
782 | line.series[j].smooth = True |
||
783 | line.x_axis.crosses = 'min' |
||
784 | line.height = 8.25 |
||
785 | line.width = 24 |
||
786 | line.dLbls = DataLabelList() |
||
787 | line.dLbls.dLblPos = 't' |
||
788 | line.dLbls.showVal = True |
||
789 | line.dLbls.showPercent = False |
||
790 | chart_col = 'B' |
||
791 | chart_cell = chart_col + str(table_start_draw_flag + 6 * i) |
||
792 | ws.add_chart(line, chart_cell) |
||
793 | |||
794 | current_row_number += 2 |
||
795 | |||
796 | #################################################################################################################### |
||
797 | current_sheet_parameters_row_number = table_start_draw_flag + len(reporting_period_data['names']) * 6 + 1 |
||
798 | if 'parameters' not in report.keys() or \ |
||
799 | report['parameters'] is None or \ |
||
800 | 'names' not in report['parameters'].keys() or \ |
||
801 | report['parameters']['names'] is None or \ |
||
802 | len(report['parameters']['names']) == 0 or \ |
||
803 | 'timestamps' not in report['parameters'].keys() or \ |
||
804 | report['parameters']['timestamps'] is None or \ |
||
805 | len(report['parameters']['timestamps']) == 0 or \ |
||
806 | 'values' not in report['parameters'].keys() or \ |
||
807 | report['parameters']['values'] is None or \ |
||
808 | len(report['parameters']['values']) == 0 or \ |
||
809 | timestamps_data_all_equal_0(report['parameters']['timestamps']): |
||
810 | pass |
||
811 | else: |
||
812 | |||
813 | ################################################################################################################ |
||
814 | # new worksheet |
||
815 | ################################################################################################################ |
||
816 | |||
817 | parameters_data = report['parameters'] |
||
818 | |||
819 | parameters_names_len = len(parameters_data['names']) |
||
820 | |||
821 | file_name = "Store" + re.sub(r'[^A-Z]', '', ws.title.strip('S')) + "_" |
||
822 | parameters_ws = wb.create_sheet(file_name + _('Parameters')) |
||
823 | |||
824 | parameters_timestamps_data_max_len = \ |
||
825 | get_parameters_timestamps_lists_max_len(list(parameters_data['timestamps'])) |
||
826 | |||
827 | # Row height |
||
828 | parameters_ws.row_dimensions[1].height = 102 |
||
829 | for i in range(2, 7 + 1): |
||
830 | parameters_ws.row_dimensions[i].height = 42 |
||
831 | |||
832 | for i in range(8, parameters_timestamps_data_max_len + 10): |
||
833 | parameters_ws.row_dimensions[i].height = 60 |
||
834 | |||
835 | # Col width |
||
836 | parameters_ws.column_dimensions['A'].width = 1.5 |
||
837 | |||
838 | parameters_ws.column_dimensions['B'].width = 25.0 |
||
839 | |||
840 | for i in range(3, 12 + parameters_names_len * 3): |
||
841 | parameters_ws.column_dimensions[format_cell.get_column_letter(i)].width = 15.0 |
||
842 | |||
843 | # Img |
||
844 | img = Image("excelexporters/myems.png") |
||
845 | parameters_ws.add_image(img, 'A1') |
||
846 | |||
847 | # Title |
||
848 | parameters_ws['B3'].alignment = b_r_alignment |
||
849 | parameters_ws['B3'] = _('Name') + ':' |
||
850 | parameters_ws['C3'].border = b_border |
||
851 | parameters_ws['C3'].alignment = b_c_alignment |
||
852 | parameters_ws['C3'] = name |
||
853 | |||
854 | parameters_ws['D3'].alignment = b_r_alignment |
||
855 | parameters_ws['D3'] = _('Period Type') + ':' |
||
856 | parameters_ws['E3'].border = b_border |
||
857 | parameters_ws['E3'].alignment = b_c_alignment |
||
858 | parameters_ws['E3'] = period_type |
||
859 | |||
860 | parameters_ws['B4'].alignment = b_r_alignment |
||
861 | parameters_ws['B4'] = _('Reporting Start Datetime') + ':' |
||
862 | parameters_ws['C4'].border = b_border |
||
863 | parameters_ws['C4'].alignment = b_c_alignment |
||
864 | parameters_ws['C4'] = reporting_start_datetime_local |
||
865 | |||
866 | parameters_ws['D4'].alignment = b_r_alignment |
||
867 | parameters_ws['D4'] = _('Reporting End Datetime') + ':' |
||
868 | parameters_ws['E4'].border = b_border |
||
869 | parameters_ws['E4'].alignment = b_c_alignment |
||
870 | parameters_ws['E4'] = reporting_end_datetime_local |
||
871 | |||
872 | parameters_ws_current_row_number = 6 |
||
873 | |||
874 | parameters_ws['B' + str(parameters_ws_current_row_number)].font = title_font |
||
875 | parameters_ws['B' + str(parameters_ws_current_row_number)] = name + ' ' + _('Parameters') |
||
876 | |||
877 | parameters_ws_current_row_number += 1 |
||
878 | |||
879 | parameters_table_start_row_number = parameters_ws_current_row_number |
||
880 | |||
881 | parameters_ws.row_dimensions[parameters_ws_current_row_number].height = 80 |
||
882 | |||
883 | parameters_ws_current_row_number += 1 |
||
884 | |||
885 | table_current_col_number = 2 |
||
886 | |||
887 | for i in range(0, parameters_names_len): |
||
888 | |||
889 | if len(parameters_data['timestamps'][i]) == 0: |
||
890 | continue |
||
891 | |||
892 | col = format_cell.get_column_letter(table_current_col_number) |
||
893 | |||
894 | parameters_ws[col + str(parameters_ws_current_row_number - 1)].fill = table_fill |
||
895 | parameters_ws[col + str(parameters_ws_current_row_number - 1)].border = f_border |
||
896 | |||
897 | col = format_cell.get_column_letter(table_current_col_number + 1) |
||
898 | |||
899 | parameters_ws[col + str(parameters_ws_current_row_number - 1)].fill = table_fill |
||
900 | parameters_ws[col + str(parameters_ws_current_row_number - 1)].border = f_border |
||
901 | parameters_ws[col + str(parameters_ws_current_row_number - 1)].font = name_font |
||
902 | parameters_ws[col + str(parameters_ws_current_row_number - 1)].alignment = c_c_alignment |
||
903 | parameters_ws[col + str(parameters_ws_current_row_number - 1)] = parameters_data['names'][i] |
||
904 | |||
905 | table_current_row_number = parameters_ws_current_row_number |
||
906 | |||
907 | for j, value in enumerate(list(parameters_data['timestamps'][i])): |
||
908 | col = format_cell.get_column_letter(table_current_col_number) |
||
909 | |||
910 | parameters_ws[col + str(table_current_row_number)].border = f_border |
||
911 | parameters_ws[col + str(table_current_row_number)].font = title_font |
||
912 | parameters_ws[col + str(table_current_row_number)].alignment = c_c_alignment |
||
913 | parameters_ws[col + str(table_current_row_number)] = value |
||
914 | |||
915 | col = format_cell.get_column_letter(table_current_col_number + 1) |
||
916 | |||
917 | parameters_ws[col + str(table_current_row_number)].border = f_border |
||
918 | parameters_ws[col + str(table_current_row_number)].font = title_font |
||
919 | parameters_ws[col + str(table_current_row_number)].alignment = c_c_alignment |
||
920 | parameters_ws[col + str(table_current_row_number)] = round(parameters_data['values'][i][j], 2) |
||
921 | |||
922 | table_current_row_number += 1 |
||
923 | |||
924 | table_current_col_number = table_current_col_number + 3 |
||
925 | |||
926 | ################################################################################################################ |
||
927 | # parameters chart and parameters table |
||
928 | ################################################################################################################ |
||
929 | |||
930 | ws['B' + str(current_sheet_parameters_row_number)].font = title_font |
||
931 | ws['B' + str(current_sheet_parameters_row_number)] = name + ' ' + _('Parameters') |
||
932 | |||
933 | current_sheet_parameters_row_number += 1 |
||
934 | |||
935 | chart_start_row_number = current_sheet_parameters_row_number |
||
936 | |||
937 | col_index = 0 |
||
938 | |||
939 | for i in range(0, parameters_names_len): |
||
940 | |||
941 | if len(parameters_data['timestamps'][i]) == 0: |
||
942 | continue |
||
943 | |||
944 | line = LineChart() |
||
945 | data_col = 3 + col_index * 3 |
||
946 | labels_col = 2 + col_index * 3 |
||
947 | col_index += 1 |
||
948 | line.title = _('Parameters') + ' - ' + \ |
||
949 | parameters_ws.cell(row=parameters_table_start_row_number, column=data_col).value |
||
950 | labels = Reference(parameters_ws, min_col=labels_col, min_row=parameters_table_start_row_number + 1, |
||
951 | max_row=(len(parameters_data['timestamps'][i]) + parameters_table_start_row_number)) |
||
952 | line_data = Reference(parameters_ws, min_col=data_col, min_row=parameters_table_start_row_number, |
||
953 | max_row=(len(parameters_data['timestamps'][i]) + parameters_table_start_row_number)) |
||
954 | line.add_data(line_data, titles_from_data=True) |
||
955 | line.set_categories(labels) |
||
956 | line_data = line.series[0] |
||
957 | line_data.marker.symbol = "circle" |
||
958 | line_data.smooth = True |
||
959 | line.x_axis.crosses = 'min' |
||
960 | line.height = 8.25 |
||
961 | line.width = 24 |
||
962 | line.dLbls = DataLabelList() |
||
963 | line.dLbls.dLblPos = 't' |
||
964 | line.dLbls.showVal = False |
||
965 | line.dLbls.showPercent = False |
||
966 | chart_col = 'B' |
||
967 | chart_cell = chart_col + str(chart_start_row_number) |
||
968 | chart_start_row_number += 6 |
||
969 | ws.add_chart(line, chart_cell) |
||
970 | |||
971 | current_sheet_parameters_row_number = chart_start_row_number |
||
972 | |||
973 | current_sheet_parameters_row_number += 1 |
||
974 | |||
975 | filename = str(uuid.uuid4()) + '.xlsx' |
||
976 | wb.save(filename) |
||
977 | |||
978 | return filename |
||
979 | |||
980 | |||
981 | def get_parameters_timestamps_lists_max_len(parameters_timestamps_lists): |
||
982 | max_len = 0 |
||
983 | for i, value in enumerate(list(parameters_timestamps_lists)): |
||
984 | if len(value) > max_len: |
||
985 | max_len = len(value) |
||
986 | |||
987 | return max_len |
||
988 | |||
989 | |||
990 | def timestamps_data_all_equal_0(lists): |
||
991 | for i, value in enumerate(list(lists)): |
||
992 | if len(value) > 0: |
||
993 | return False |
||
994 | |||
995 | return True |
||
996 | |||
997 | |||
998 | def timestamps_data_not_equal_0(lists): |
||
999 | number = 0 |
||
1000 | for i, value in enumerate(list(lists)): |
||
1001 | if len(value) > 0: |
||
1002 | number += 1 |
||
1003 | return number |
||
1004 | |||
1005 | |||
1006 | View Code Duplication | def is_base_period_timestamp_exists(base_period_data): |
|
1007 | timestamps = base_period_data['timestamps'] |
||
1008 | |||
1009 | if len(timestamps) == 0: |
||
1010 | return False |
||
1011 | |||
1012 | for timestamp in timestamps: |
||
1013 | if len(timestamp) > 0: |
||
1014 | return True |
||
1015 | |||
1016 | return False |
||
1017 |