MyEMS /
myems
| Total Complexity | 81 |
| Total Lines | 739 |
| Duplicated Lines | 17.59 % |
| 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.spacestatistics 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 uuid |
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| 3 | import os |
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| 4 | from openpyxl.chart import ( |
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| 5 | LineChart, |
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| 6 | Reference, |
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| 7 | ) |
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| 8 | from openpyxl.chart.label import DataLabelList |
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| 9 | from openpyxl.styles import PatternFill, Border, Side, Alignment, Font |
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| 10 | from openpyxl.drawing.image import Image |
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| 11 | from openpyxl import Workbook |
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| 12 | import openpyxl.utils.cell as format_cell |
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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 bytes to Base64 |
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| 20 | #################################################################################################################### |
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| 21 | |||
| 22 | |||
| 23 | View Code Duplication | def export(report, |
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Duplication
introduced
by
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| 24 | name, |
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| 25 | reporting_start_datetime_local, |
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| 26 | reporting_end_datetime_local, |
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| 27 | period_type): |
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| 28 | #################################################################################################################### |
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| 29 | # Step 1: Validate the report data |
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| 30 | #################################################################################################################### |
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| 31 | if report is None: |
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| 32 | return None |
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| 33 | print(report) |
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| 34 | |||
| 35 | #################################################################################################################### |
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| 36 | # Step 2: Generate excel file from the report data |
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| 37 | #################################################################################################################### |
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| 38 | filename = generate_excel(report, |
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| 39 | name, |
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| 40 | reporting_start_datetime_local, |
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| 41 | reporting_end_datetime_local, |
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| 42 | period_type) |
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| 43 | #################################################################################################################### |
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| 44 | # Step 3: Encode the excel file to Base64 |
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| 45 | #################################################################################################################### |
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| 46 | try: |
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| 47 | with open(filename, 'rb') as binary_file: |
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| 48 | binary_file_data = binary_file.read() |
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| 49 | except IOError as ex: |
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| 50 | pass |
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| 51 | |||
| 52 | # Base64 encode the bytes |
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| 53 | base64_encoded_data = base64.b64encode(binary_file_data) |
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| 54 | # get the Base64 encoded data using human-readable characters. |
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| 55 | base64_message = base64_encoded_data.decode('utf-8') |
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| 56 | # delete the file from server |
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| 57 | try: |
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| 58 | os.remove(filename) |
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| 59 | except NotImplementedError as ex: |
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| 60 | pass |
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| 61 | return base64_message |
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| 62 | |||
| 63 | |||
| 64 | def generate_excel(report, |
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| 65 | name, |
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| 66 | reporting_start_datetime_local, |
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| 67 | reporting_end_datetime_local, |
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| 68 | period_type): |
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| 69 | wb = Workbook() |
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| 70 | ws = wb.active |
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| 71 | |||
| 72 | # Row height |
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| 73 | ws.row_dimensions[1].height = 102 |
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| 74 | |||
| 75 | for i in range(2, 2000 + 1): |
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| 76 | ws.row_dimensions[i].height = 42 |
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| 77 | |||
| 78 | # Col width |
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| 79 | ws.column_dimensions['A'].width = 1.5 |
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| 80 | ws.column_dimensions['B'].width = 25.0 |
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| 81 | |||
| 82 | for i in range(ord('C'), ord('L')): |
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| 83 | ws.column_dimensions[chr(i)].width = 15.0 |
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| 84 | |||
| 85 | # Font |
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| 86 | name_font = Font(name='Constantia', size=15, bold=True) |
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| 87 | title_font = Font(name='宋体', size=15, bold=True) |
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| 88 | # data_font = Font(name='Franklin Gothic Book', size=11) |
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| 89 | |||
| 90 | table_fill = PatternFill(fill_type='solid', fgColor='1F497D') |
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| 91 | f_border = Border(left=Side(border_style='medium', color='00000000'), |
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| 92 | right=Side(border_style='medium', color='00000000'), |
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| 93 | bottom=Side(border_style='medium', color='00000000'), |
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| 94 | top=Side(border_style='medium', color='00000000') |
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| 95 | ) |
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| 96 | b_border = Border( |
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| 97 | bottom=Side(border_style='medium', color='00000000'), |
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| 98 | ) |
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| 99 | |||
| 100 | b_c_alignment = Alignment(vertical='bottom', |
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| 101 | horizontal='center', |
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| 102 | text_rotation=0, |
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| 103 | wrap_text=False, |
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| 104 | shrink_to_fit=False, |
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| 105 | indent=0) |
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| 106 | c_c_alignment = Alignment(vertical='center', |
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| 107 | horizontal='center', |
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| 108 | text_rotation=0, |
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| 109 | wrap_text=False, |
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| 110 | shrink_to_fit=False, |
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| 111 | indent=0) |
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| 112 | b_r_alignment = Alignment(vertical='bottom', |
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| 113 | horizontal='right', |
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| 114 | text_rotation=0, |
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| 115 | wrap_text=False, |
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| 116 | shrink_to_fit=False, |
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| 117 | indent=0) |
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| 118 | |||
| 119 | # Img |
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| 120 | img = Image("excelexporters/myems.png") |
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| 121 | # img = Image("myems.png") |
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| 122 | ws.add_image(img, 'B1') |
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| 123 | |||
| 124 | # Title |
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| 125 | ws['B3'].font = name_font |
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| 126 | ws['B3'].alignment = b_r_alignment |
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| 127 | ws['B3'] = 'Name:' |
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| 128 | ws['C3'].border = b_border |
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| 129 | ws['C3'].alignment = b_c_alignment |
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| 130 | ws['C3'].font = name_font |
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| 131 | ws['C3'] = name |
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| 132 | |||
| 133 | ws['D3'].font = name_font |
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| 134 | ws['D3'].alignment = b_r_alignment |
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| 135 | ws['D3'] = 'Period:' |
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| 136 | ws['E3'].border = b_border |
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| 137 | ws['E3'].alignment = b_c_alignment |
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| 138 | ws['E3'].font = name_font |
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| 139 | ws['E3'] = period_type |
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| 140 | |||
| 141 | ws['F3'].font = name_font |
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| 142 | ws['F3'].alignment = b_r_alignment |
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| 143 | ws['F3'] = 'Date:' |
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| 144 | ws['G3'].border = b_border |
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| 145 | ws['G3'].alignment = b_c_alignment |
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| 146 | ws['G3'].font = name_font |
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| 147 | ws['G3'] = reporting_start_datetime_local + "__" + reporting_end_datetime_local |
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| 148 | ws.merge_cells("G3:H3") |
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| 149 | |||
| 150 | if "reporting_period" not in report.keys() or \ |
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| 151 | "names" not in report['reporting_period'].keys() or len(report['reporting_period']['names']) == 0: |
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| 152 | filename = str(uuid.uuid4()) + '.xlsx' |
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| 153 | wb.save(filename) |
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| 154 | |||
| 155 | return filename |
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| 156 | ################################################# |
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| 157 | # First: 统计分析 |
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| 158 | # 6: title |
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| 159 | # 7: table title |
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| 160 | # 8~ca_len table_data |
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| 161 | ################################################# |
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| 162 | reporting_period_data = report['reporting_period'] |
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| 163 | |||
| 164 | has_energy_data_flag = True |
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| 165 | |||
| 166 | if "names" not in reporting_period_data.keys() or \ |
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| 167 | reporting_period_data['names'] is None or \ |
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| 168 | len(reporting_period_data['names']) == 0: |
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| 169 | has_energy_data_flag = False |
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| 170 | |||
| 171 | filename = str(uuid.uuid4()) + '.xlsx' |
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| 172 | wb.save(filename) |
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| 173 | |||
| 174 | return filename |
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| 175 | |||
| 176 | if has_energy_data_flag: |
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| 177 | ws['B6'].font = title_font |
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| 178 | ws['B6'] = name + ' 统计分析' |
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| 179 | |||
| 180 | category = reporting_period_data['names'] |
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| 181 | |||
| 182 | # table_title |
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| 183 | ws['B7'].fill = table_fill |
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| 184 | ws['B7'].font = title_font |
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| 185 | ws['B7'].alignment = c_c_alignment |
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| 186 | ws['B7'] = '报告期' |
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| 187 | ws['B7'].border = f_border |
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| 188 | |||
| 189 | ws['C7'].font = title_font |
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| 190 | ws['C7'].alignment = c_c_alignment |
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| 191 | ws['C7'] = '算术平均数' |
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| 192 | ws['C7'].border = f_border |
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| 193 | |||
| 194 | ws['D7'].font = title_font |
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| 195 | ws['D7'].alignment = c_c_alignment |
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| 196 | ws['D7'] = '中位数' |
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| 197 | ws['D7'].border = f_border |
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| 198 | |||
| 199 | ws['E7'].font = title_font |
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| 200 | ws['E7'].alignment = c_c_alignment |
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| 201 | ws['E7'] = '最小值' |
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| 202 | ws['E7'].border = f_border |
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| 203 | |||
| 204 | ws['F7'].font = title_font |
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| 205 | ws['F7'].alignment = c_c_alignment |
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| 206 | ws['F7'] = '最大值' |
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| 207 | ws['F7'].border = f_border |
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| 208 | |||
| 209 | ws['G7'].font = title_font |
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| 210 | ws['G7'].alignment = c_c_alignment |
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| 211 | ws['G7'] = '样本标准差' |
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| 212 | ws['G7'].border = f_border |
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| 213 | |||
| 214 | ws['H7'].font = title_font |
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| 215 | ws['H7'].alignment = c_c_alignment |
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| 216 | ws['H7'] = '样本方差' |
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| 217 | ws['H7'].border = f_border |
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| 218 | |||
| 219 | # table_data |
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| 220 | |||
| 221 | for i, value in enumerate(category): |
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| 222 | row = i*2 + 8 |
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| 223 | ws['B' + str(row)].font = name_font |
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| 224 | ws['B' + str(row)].alignment = c_c_alignment |
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| 225 | ws['B' + str(row)] = reporting_period_data['names'][i] + " (" + reporting_period_data['units'][i] + " )" |
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| 226 | ws['B' + str(row)].border = f_border |
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| 227 | |||
| 228 | ws['B' + str(row + 1)].font = name_font |
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| 229 | ws['B' + str(row + 1)].alignment = c_c_alignment |
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| 230 | ws['B' + str(row + 1)] = "环比" |
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| 231 | ws['B' + str(row + 1)].border = f_border |
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| 232 | |||
| 233 | ws['C' + str(row)].font = name_font |
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| 234 | ws['C' + str(row)].alignment = c_c_alignment |
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| 235 | ws['C' + str(row)] = round(reporting_period_data['means'][i], 2) \ |
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| 236 | if reporting_period_data['means'][i] is not None else '' |
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| 237 | ws['C' + str(row)].border = f_border |
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| 238 | ws['C' + str(row)].number_format = '0.00' |
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| 239 | |||
| 240 | ws['C' + str(row + 1)].font = name_font |
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| 241 | ws['C' + str(row + 1)].alignment = c_c_alignment |
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| 242 | ws['C' + str(row + 1)] = str(round(reporting_period_data['means_increment_rate'][i] * 100, 2)) + "%" \ |
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| 243 | if reporting_period_data['means_increment_rate'][i] is not None else '0.00%' |
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| 244 | ws['C' + str(row + 1)].border = f_border |
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| 245 | |||
| 246 | ws['D' + str(row)].font = name_font |
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| 247 | ws['D' + str(row)].alignment = c_c_alignment |
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| 248 | ws['D' + str(row)] = round(reporting_period_data['medians'][i], 2) \ |
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| 249 | if reporting_period_data['medians'][i] is not None else '' |
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| 250 | ws['D' + str(row)].border = f_border |
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| 251 | ws['D' + str(row)].number_format = '0.00' |
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| 252 | |||
| 253 | ws['D' + str(row + 1)].font = name_font |
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| 254 | ws['D' + str(row + 1)].alignment = c_c_alignment |
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| 255 | ws['D' + str(row + 1)] = str(round(reporting_period_data['medians_increment_rate'][i] * 100, 2)) + "%" \ |
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| 256 | if reporting_period_data['medians_increment_rate'][i] is not None else '0.00%' |
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| 257 | ws['D' + str(row + 1)].border = f_border |
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| 258 | |||
| 259 | ws['E' + str(row)].font = name_font |
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| 260 | ws['E' + str(row)].alignment = c_c_alignment |
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| 261 | ws['E' + str(row)] = round(reporting_period_data['minimums'][i], 2) \ |
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| 262 | if reporting_period_data['minimums'][i] is not None else '' |
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| 263 | ws['E' + str(row)].border = f_border |
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| 264 | ws['E' + str(row)].number_format = '0.00' |
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| 265 | |||
| 266 | ws['E' + str(row + 1)].font = name_font |
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| 267 | ws['E' + str(row + 1)].alignment = c_c_alignment |
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| 268 | ws['E' + str(row + 1)] = str(round(reporting_period_data['minimums_increment_rate'][i] * 100, 2)) + "%" \ |
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| 269 | if reporting_period_data['minimums_increment_rate'][i] is not None else '0.00%' |
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| 270 | ws['E' + str(row + 1)].border = f_border |
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| 271 | |||
| 272 | ws['F' + str(row)].font = name_font |
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| 273 | ws['F' + str(row)].alignment = c_c_alignment |
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| 274 | ws['F' + str(row)] = round(reporting_period_data['maximums'][i], 2) \ |
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| 275 | if reporting_period_data['maximums'][i] is not None else '' |
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| 276 | ws['F' + str(row)].border = f_border |
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| 277 | ws['F' + str(row)].number_format = '0.00' |
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| 278 | |||
| 279 | ws['F' + str(row + 1)].font = name_font |
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| 280 | ws['F' + str(row + 1)].alignment = c_c_alignment |
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| 281 | ws['F' + str(row + 1)] = str(round(reporting_period_data['maximums_increment_rate'][i] * 100, 2)) + "%" \ |
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| 282 | if reporting_period_data['maximums_increment_rate'][i] is not None else '0.00%' |
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| 283 | ws['F' + str(row + 1)].border = f_border |
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| 284 | |||
| 285 | ws['G' + str(row)].font = name_font |
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| 286 | ws['G' + str(row)].alignment = c_c_alignment |
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| 287 | ws['G' + str(row)] = round(reporting_period_data['stdevs'][i], 2) \ |
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| 288 | if reporting_period_data['stdevs'][i] is not None else '' |
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| 289 | ws['G' + str(row)].border = f_border |
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| 290 | ws['G' + str(row)].number_format = '0.00' |
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| 291 | |||
| 292 | ws['G' + str(row + 1)].font = name_font |
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| 293 | ws['G' + str(row + 1)].alignment = c_c_alignment |
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| 294 | ws['G' + str(row + 1)] = str(round(reporting_period_data['stdevs_increment_rate'][i] * 100, 2)) + "%" \ |
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| 295 | if reporting_period_data['stdevs_increment_rate'][i] is not None else '0.00%' |
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| 296 | ws['G' + str(row + 1)].border = f_border |
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| 297 | |||
| 298 | ws['H' + str(row)].font = name_font |
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| 299 | ws['H' + str(row)].alignment = c_c_alignment |
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| 300 | ws['H' + str(row)] = round(reporting_period_data['variances'][i], 2) \ |
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| 301 | if reporting_period_data['variances'][i] is not None else '' |
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| 302 | ws['H' + str(row)].border = f_border |
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| 303 | ws['H' + str(row)].number_format = '0.00' |
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| 304 | |||
| 305 | ws['H' + str(row + 1)].font = name_font |
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| 306 | ws['H' + str(row + 1)].alignment = c_c_alignment |
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| 307 | ws['H' + str(row + 1)] = str(round(reporting_period_data['variances_increment_rate'][i] * 100, 2)) + "%" \ |
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| 308 | if reporting_period_data['variances_increment_rate'][i] is not None else '0.00%' |
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| 309 | ws['H' + str(row + 1)].border = f_border |
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| 310 | ################################################# |
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| 311 | # Second: 报告期消耗 |
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| 312 | # 9 + ca_len * 2: title |
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| 313 | # 10 + ca_len * 2: table title |
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| 314 | # per_unit_area_start_row_number + 2 ~ per_unit_area_start_row_number + 2 + ca_len : table_data |
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| 315 | ################################################# |
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| 316 | |||
| 317 | if has_energy_data_flag: |
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| 318 | names = reporting_period_data['names'] |
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| 319 | ca_len = len(names) |
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| 320 | |||
| 321 | per_unit_area_start_row_number = 9 + ca_len * 2 |
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| 322 | |||
| 323 | ws['B' + str(per_unit_area_start_row_number)].font = title_font |
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| 324 | ws['B' + str(per_unit_area_start_row_number)] = name + ' 单位面积值' |
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| 325 | ws['D' + str(per_unit_area_start_row_number)].font = title_font |
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| 326 | ws['D' + str(per_unit_area_start_row_number)] = str(report['space']['area']) + 'M²' |
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| 327 | |||
| 328 | category = reporting_period_data['names'] |
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| 329 | |||
| 330 | # table_title |
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| 331 | ws['B' + str(per_unit_area_start_row_number + 1)].fill = table_fill |
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| 332 | ws['B' + str(per_unit_area_start_row_number + 1)].font = title_font |
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| 333 | ws['B' + str(per_unit_area_start_row_number + 1)].alignment = c_c_alignment |
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| 334 | ws['B' + str(per_unit_area_start_row_number + 1)] = '报告期' |
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| 335 | ws['B' + str(per_unit_area_start_row_number + 1)].border = f_border |
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| 336 | |||
| 337 | ws['C' + str(per_unit_area_start_row_number + 1)].font = title_font |
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| 338 | ws['C' + str(per_unit_area_start_row_number + 1)].alignment = c_c_alignment |
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| 339 | ws['C' + str(per_unit_area_start_row_number + 1)] = '算术平均数' |
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| 340 | ws['C' + str(per_unit_area_start_row_number + 1)].border = f_border |
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| 341 | |||
| 342 | ws['D' + str(per_unit_area_start_row_number + 1)].font = title_font |
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| 343 | ws['D' + str(per_unit_area_start_row_number + 1)].alignment = c_c_alignment |
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| 344 | ws['D' + str(per_unit_area_start_row_number + 1)] = '中位数' |
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| 345 | ws['D' + str(per_unit_area_start_row_number + 1)].border = f_border |
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| 346 | |||
| 347 | ws['E' + str(per_unit_area_start_row_number + 1)].font = title_font |
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| 348 | ws['E' + str(per_unit_area_start_row_number + 1)].alignment = c_c_alignment |
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| 349 | ws['E' + str(per_unit_area_start_row_number + 1)] = '最小值' |
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| 350 | ws['E' + str(per_unit_area_start_row_number + 1)].border = f_border |
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| 351 | |||
| 352 | ws['F' + str(per_unit_area_start_row_number + 1)].font = title_font |
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| 353 | ws['F' + str(per_unit_area_start_row_number + 1)].alignment = c_c_alignment |
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| 354 | ws['F' + str(per_unit_area_start_row_number + 1)] = '最大值' |
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| 355 | ws['F' + str(per_unit_area_start_row_number + 1)].border = f_border |
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| 356 | |||
| 357 | ws['G' + str(per_unit_area_start_row_number + 1)].font = title_font |
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| 358 | ws['G' + str(per_unit_area_start_row_number + 1)].alignment = c_c_alignment |
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| 359 | ws['G' + str(per_unit_area_start_row_number + 1)] = '样本标准差' |
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| 360 | ws['G' + str(per_unit_area_start_row_number + 1)].border = f_border |
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| 361 | |||
| 362 | ws['H' + str(per_unit_area_start_row_number + 1)].font = title_font |
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| 363 | ws['H' + str(per_unit_area_start_row_number + 1)].alignment = c_c_alignment |
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| 364 | ws['H' + str(per_unit_area_start_row_number + 1)] = '样本方差' |
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| 365 | ws['H' + str(per_unit_area_start_row_number + 1)].border = f_border |
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| 366 | |||
| 367 | # table_data |
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| 368 | |||
| 369 | for i, value in enumerate(category): |
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| 370 | row_data = per_unit_area_start_row_number + 2 + i |
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| 371 | ws['B' + str(row_data)].font = name_font |
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| 372 | ws['B' + str(row_data)].alignment = c_c_alignment |
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| 373 | ws['B' + str(row_data)] = reporting_period_data['names'][i] + " (" + reporting_period_data['units'][ |
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| 374 | i] + "/M²)" |
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| 375 | ws['B' + str(row_data)].border = f_border |
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| 376 | |||
| 377 | ws['C' + str(row_data)].font = name_font |
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| 378 | ws['C' + str(row_data)].alignment = c_c_alignment |
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| 379 | if reporting_period_data['means_per_unit_area'][i] \ |
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| 380 | or reporting_period_data['means_per_unit_area'][i] == 0: |
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| 381 | ws['C' + str(row_data)] = round(reporting_period_data['means_per_unit_area'][i], 2) |
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| 382 | ws['C' + str(row_data)].border = f_border |
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| 383 | ws['C' + str(row_data)].number_format = '0.00' |
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| 384 | |||
| 385 | ws['D' + str(row_data)].font = name_font |
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| 386 | ws['D' + str(row_data)].alignment = c_c_alignment |
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| 387 | if reporting_period_data['medians_per_unit_area'][i] \ |
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| 388 | or reporting_period_data['medians_per_unit_area'][i] == 0: |
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| 389 | ws['D' + str(row_data)] = round(reporting_period_data['medians_per_unit_area'][i], 2) |
||
| 390 | ws['D' + str(row_data)].border = f_border |
||
| 391 | ws['D' + str(row_data)].number_format = '0.00' |
||
| 392 | |||
| 393 | ws['E' + str(row_data)].font = name_font |
||
| 394 | ws['E' + str(row_data)].alignment = c_c_alignment |
||
| 395 | if reporting_period_data['minimums_per_unit_area'][i] \ |
||
| 396 | or reporting_period_data['minimums_per_unit_area'][i] == 0: |
||
| 397 | ws['E' + str(row_data)] = round(reporting_period_data['minimums_per_unit_area'][i], 2) |
||
| 398 | ws['E' + str(row_data)].border = f_border |
||
| 399 | ws['E' + str(row_data)].number_format = '0.00' |
||
| 400 | |||
| 401 | ws['F' + str(row_data)].font = name_font |
||
| 402 | ws['F' + str(row_data)].alignment = c_c_alignment |
||
| 403 | if reporting_period_data['maximums_per_unit_area'][i] \ |
||
| 404 | or reporting_period_data['maximums_per_unit_area'][i] == 0: |
||
| 405 | ws['F' + str(row_data)] = round(reporting_period_data['maximums_per_unit_area'][i], 2) |
||
| 406 | ws['F' + str(row_data)].border = f_border |
||
| 407 | ws['F' + str(row_data)].number_format = '0.00' |
||
| 408 | |||
| 409 | ws['G' + str(row_data)].font = name_font |
||
| 410 | ws['G' + str(row_data)].alignment = c_c_alignment |
||
| 411 | if (reporting_period_data['stdevs_per_unit_area'][i]) \ |
||
| 412 | or reporting_period_data['stdevs_per_unit_area'][i] == 0: |
||
| 413 | ws['G' + str(row_data)] = round(reporting_period_data['stdevs_per_unit_area'][i], 2) |
||
| 414 | ws['G' + str(row_data)].border = f_border |
||
| 415 | ws['G' + str(row_data)].number_format = '0.00' |
||
| 416 | |||
| 417 | ws['H' + str(row_data)].font = name_font |
||
| 418 | ws['H' + str(row_data)].alignment = c_c_alignment |
||
| 419 | if reporting_period_data['variances_per_unit_area'][i] \ |
||
| 420 | or reporting_period_data['variances_per_unit_area'][i] == 0: |
||
| 421 | ws['H' + str(row_data)] = round(reporting_period_data['variances_per_unit_area'][i], 2) |
||
| 422 | ws['H' + str(row_data)].border = f_border |
||
| 423 | ws['H' + str(row_data)].number_format = '0.00' |
||
| 424 | |||
| 425 | ######################################################## |
||
| 426 | # Third: 详细数据 |
||
| 427 | # analysis_end_row_number~ analysis_end_row_number+time_len: line |
||
| 428 | # analysis_end_row_number+1+line_charts_row_number: table title |
||
| 429 | # i + analysis_end_row_number + 2 + 10 * ca_len~: table_data |
||
| 430 | ######################################################## |
||
| 431 | has_timestamps_flag = True |
||
| 432 | if "timestamps" not in reporting_period_data.keys() or \ |
||
| 433 | reporting_period_data['timestamps'] is None or \ |
||
| 434 | len(reporting_period_data['timestamps']) == 0: |
||
| 435 | has_timestamps_flag = False |
||
| 436 | |||
| 437 | View Code Duplication | if has_timestamps_flag: |
|
| 438 | timestamps = reporting_period_data['timestamps'][0] |
||
| 439 | values = reporting_period_data['values'] |
||
| 440 | names = reporting_period_data['names'] |
||
| 441 | ca_len = len(names) |
||
| 442 | time_len = len(timestamps) |
||
| 443 | real_timestamps_len = timestamps_data_not_equal_0(report['parameters']['timestamps']) |
||
| 444 | # title |
||
| 445 | line_charts_row_number = 6 * ca_len + real_timestamps_len * 7 |
||
| 446 | analysis_end_row_number = 12 + 3 * ca_len |
||
| 447 | detailed_start_row_number = analysis_end_row_number + line_charts_row_number + 1 |
||
| 448 | |||
| 449 | ws['B' + str(detailed_start_row_number)].font = title_font |
||
| 450 | ws['B' + str(detailed_start_row_number)] = name + ' 详细数据' |
||
| 451 | # table_title |
||
| 452 | ws['B' + str(detailed_start_row_number + 1)].fill = table_fill |
||
| 453 | ws['B' + str(detailed_start_row_number + 1)].font = name_font |
||
| 454 | ws['B' + str(detailed_start_row_number + 1)].alignment = c_c_alignment |
||
| 455 | ws['B' + str(detailed_start_row_number + 1)] = "时间" |
||
| 456 | ws['B' + str(detailed_start_row_number + 1)].border = f_border |
||
| 457 | |||
| 458 | for i in range(0, ca_len): |
||
| 459 | col = chr(ord('C') + i) |
||
| 460 | |||
| 461 | ws[col + str(detailed_start_row_number + 1)].font = name_font |
||
| 462 | ws[col + str(detailed_start_row_number + 1)].alignment = c_c_alignment |
||
| 463 | ws[col + str(detailed_start_row_number + 1)] = names[i] + " - (" + reporting_period_data['units'][i] + ")" |
||
| 464 | ws[col + str(detailed_start_row_number + 1)].border = f_border |
||
| 465 | # table_date |
||
| 466 | for i in range(0, time_len): |
||
| 467 | rows = i + detailed_start_row_number + 2 |
||
| 468 | |||
| 469 | ws['B' + str(rows)].font = name_font |
||
| 470 | ws['B' + str(rows)].alignment = c_c_alignment |
||
| 471 | ws['B' + str(rows)] = timestamps[i] |
||
| 472 | ws['B' + str(rows)].border = f_border |
||
| 473 | |||
| 474 | for index in range(0, ca_len): |
||
| 475 | col = chr(ord('C') + index) |
||
| 476 | |||
| 477 | ws[col + str(rows)].font = name_font |
||
| 478 | ws[col + str(rows)].alignment = c_c_alignment |
||
| 479 | ws[col + str(rows)] = round(values[index][i], 2) |
||
| 480 | ws[col + str(rows)].number_format = '0.00' |
||
| 481 | ws[col + str(rows)].border = f_border |
||
| 482 | |||
| 483 | # 小计 |
||
| 484 | row_subtotals = detailed_start_row_number + 2 + time_len |
||
| 485 | ws['B' + str(row_subtotals)].font = name_font |
||
| 486 | ws['B' + str(row_subtotals)].alignment = c_c_alignment |
||
| 487 | ws['B' + str(row_subtotals)] = "小计" |
||
| 488 | ws['B' + str(row_subtotals)].border = f_border |
||
| 489 | |||
| 490 | for i in range(0, ca_len): |
||
| 491 | col = chr(ord('C') + i) |
||
| 492 | |||
| 493 | ws[col + str(row_subtotals)].font = name_font |
||
| 494 | ws[col + str(row_subtotals)].alignment = c_c_alignment |
||
| 495 | ws[col + str(row_subtotals)] = round(reporting_period_data['subtotals'][i], 2) |
||
| 496 | ws[col + str(row_subtotals)].border = f_border |
||
| 497 | ws[col + str(row_subtotals)].number_format = '0.00' |
||
| 498 | |||
| 499 | ######################################################## |
||
| 500 | # third: LineChart |
||
| 501 | # LineChart requires data from the detailed data table in the Excel file |
||
| 502 | # so print the detailed data table first and then print LineChart |
||
| 503 | ######################################################## |
||
| 504 | for i in range(0, ca_len): |
||
| 505 | |||
| 506 | line = LineChart() |
||
| 507 | line.title = "报告期消耗" + " - " + names[i] + "(" + reporting_period_data['units'][i] + ")" |
||
| 508 | line.style = 10 |
||
| 509 | line.x_axis.majorTickMark = 'in' |
||
| 510 | line.y_axis.majorTickMark = 'in' |
||
| 511 | line.smooth = True |
||
| 512 | line.x_axis.crosses = 'min' |
||
| 513 | line.height = 8.25 |
||
| 514 | line.width = 24 |
||
| 515 | line.dLbls = DataLabelList() |
||
| 516 | line.dLbls.dLblPos = 't' |
||
| 517 | line.dLbls.showVal = True |
||
| 518 | times = Reference(ws, min_col=2, min_row=detailed_start_row_number + 2, |
||
| 519 | max_row=detailed_start_row_number + 2 + time_len) |
||
| 520 | line_data = Reference(ws, min_col=3 + i, min_row=detailed_start_row_number + 1, |
||
| 521 | max_row=detailed_start_row_number + 1 + time_len) |
||
| 522 | line.add_data(line_data, titles_from_data=True) |
||
| 523 | line.set_categories(times) |
||
| 524 | ser = line.series[0] |
||
| 525 | ser.marker.symbol = "diamond" |
||
| 526 | ser.marker.size = 5 |
||
| 527 | ws.add_chart(line, 'B' + str(analysis_end_row_number + 6 * i)) |
||
| 528 | ########################################## |
||
| 529 | current_sheet_parameters_row_number = analysis_end_row_number + ca_len * 6 + 1 |
||
| 530 | has_parameters_names_and_timestamps_and_values_data = True |
||
| 531 | if 'parameters' not in report.keys() or \ |
||
| 532 | report['parameters'] is None or \ |
||
| 533 | 'names' not in report['parameters'].keys() or \ |
||
| 534 | report['parameters']['names'] is None or \ |
||
| 535 | len(report['parameters']['names']) == 0 or \ |
||
| 536 | 'timestamps' not in report['parameters'].keys() or \ |
||
| 537 | report['parameters']['timestamps'] is None or \ |
||
| 538 | len(report['parameters']['timestamps']) == 0 or \ |
||
| 539 | 'values' not in report['parameters'].keys() or \ |
||
| 540 | report['parameters']['values'] is None or \ |
||
| 541 | len(report['parameters']['values']) == 0 or \ |
||
| 542 | timestamps_data_all_equal_0(report['parameters']['timestamps']): |
||
| 543 | has_parameters_names_and_timestamps_and_values_data = False |
||
| 544 | if has_parameters_names_and_timestamps_and_values_data: |
||
| 545 | |||
| 546 | ############################### |
||
| 547 | # new worksheet |
||
| 548 | ############################### |
||
| 549 | |||
| 550 | parameters_data = report['parameters'] |
||
| 551 | parameters_names_len = len(parameters_data['names']) |
||
| 552 | |||
| 553 | parameters_ws = wb.create_sheet('相关参数') |
||
| 554 | |||
| 555 | parameters_timestamps_data_max_len = \ |
||
| 556 | get_parameters_timestamps_lists_max_len(list(parameters_data['timestamps'])) |
||
| 557 | |||
| 558 | # Row height |
||
| 559 | parameters_ws.row_dimensions[1].height = 102 |
||
| 560 | for i in range(2, 7 + 1): |
||
| 561 | parameters_ws.row_dimensions[i].height = 42 |
||
| 562 | |||
| 563 | for i in range(8, parameters_timestamps_data_max_len + 10): |
||
| 564 | parameters_ws.row_dimensions[i].height = 60 |
||
| 565 | |||
| 566 | # Col width |
||
| 567 | parameters_ws.column_dimensions['A'].width = 1.5 |
||
| 568 | |||
| 569 | parameters_ws.column_dimensions['B'].width = 25.0 |
||
| 570 | |||
| 571 | for i in range(3, 12 + parameters_names_len * 3): |
||
| 572 | parameters_ws.column_dimensions[format_cell.get_column_letter(i)].width = 15.0 |
||
| 573 | |||
| 574 | # Img |
||
| 575 | img = Image("excelexporters/myems.png") |
||
| 576 | img.width = img.width * 0.85 |
||
| 577 | img.height = img.height * 0.85 |
||
| 578 | # img = Image("myems.png") |
||
| 579 | parameters_ws.add_image(img, 'B1') |
||
| 580 | |||
| 581 | # Title |
||
| 582 | parameters_ws.row_dimensions[3].height = 60 |
||
| 583 | |||
| 584 | parameters_ws['B3'].font = name_font |
||
| 585 | parameters_ws['B3'].alignment = b_r_alignment |
||
| 586 | parameters_ws['B3'] = 'Name:' |
||
| 587 | parameters_ws['C3'].border = b_border |
||
| 588 | parameters_ws['C3'].alignment = b_c_alignment |
||
| 589 | parameters_ws['C3'].font = name_font |
||
| 590 | parameters_ws['C3'] = name |
||
| 591 | |||
| 592 | parameters_ws['D3'].font = name_font |
||
| 593 | parameters_ws['D3'].alignment = b_r_alignment |
||
| 594 | parameters_ws['D3'] = 'Period:' |
||
| 595 | parameters_ws['E3'].border = b_border |
||
| 596 | parameters_ws['E3'].alignment = b_c_alignment |
||
| 597 | parameters_ws['E3'].font = name_font |
||
| 598 | parameters_ws['E3'] = period_type |
||
| 599 | |||
| 600 | parameters_ws['F3'].font = name_font |
||
| 601 | parameters_ws['F3'].alignment = b_r_alignment |
||
| 602 | parameters_ws['F3'] = 'Date:' |
||
| 603 | parameters_ws['G3'].border = b_border |
||
| 604 | parameters_ws['G3'].alignment = b_c_alignment |
||
| 605 | parameters_ws['G3'].font = name_font |
||
| 606 | parameters_ws['G3'] = reporting_start_datetime_local + "__" + reporting_end_datetime_local |
||
| 607 | parameters_ws.merge_cells("G3:H3") |
||
| 608 | |||
| 609 | parameters_ws_current_row_number = 6 |
||
| 610 | |||
| 611 | parameters_ws['B' + str(parameters_ws_current_row_number)].font = title_font |
||
| 612 | parameters_ws['B' + str(parameters_ws_current_row_number)] = name + ' 相关参数' |
||
| 613 | |||
| 614 | parameters_ws_current_row_number += 1 |
||
| 615 | |||
| 616 | parameters_table_start_row_number = parameters_ws_current_row_number |
||
| 617 | |||
| 618 | parameters_ws.row_dimensions[parameters_ws_current_row_number].height = 80 |
||
| 619 | |||
| 620 | parameters_ws_current_row_number += 1 |
||
| 621 | |||
| 622 | table_current_col_number = 'B' |
||
| 623 | |||
| 624 | for i in range(0, parameters_names_len): |
||
| 625 | |||
| 626 | if len(parameters_data['timestamps'][i]) == 0: |
||
| 627 | continue |
||
| 628 | |||
| 629 | parameters_ws[table_current_col_number + str(parameters_ws_current_row_number - 1)].fill = table_fill |
||
| 630 | parameters_ws[table_current_col_number + str(parameters_ws_current_row_number - 1)].border = f_border |
||
| 631 | |||
| 632 | col = chr(ord(table_current_col_number) + 1) |
||
| 633 | |||
| 634 | parameters_ws[col + str(parameters_ws_current_row_number - 1)].fill = table_fill |
||
| 635 | parameters_ws[col + str(parameters_ws_current_row_number - 1)].border = f_border |
||
| 636 | parameters_ws[col + str(parameters_ws_current_row_number - 1)].font = name_font |
||
| 637 | parameters_ws[col + str(parameters_ws_current_row_number - 1)].alignment = c_c_alignment |
||
| 638 | parameters_ws[col + str(parameters_ws_current_row_number - 1)] = parameters_data['names'][i] |
||
| 639 | |||
| 640 | table_current_row_number = parameters_ws_current_row_number |
||
| 641 | |||
| 642 | for j, value in enumerate(list(parameters_data['timestamps'][i])): |
||
| 643 | col = table_current_col_number |
||
| 644 | |||
| 645 | parameters_ws[col + str(table_current_row_number)].border = f_border |
||
| 646 | parameters_ws[col + str(table_current_row_number)].font = title_font |
||
| 647 | parameters_ws[col + str(table_current_row_number)].alignment = c_c_alignment |
||
| 648 | parameters_ws[col + str(table_current_row_number)] = value |
||
| 649 | |||
| 650 | col = chr(ord(col) + 1) |
||
| 651 | |||
| 652 | parameters_ws[col + str(table_current_row_number)].border = f_border |
||
| 653 | parameters_ws[col + str(table_current_row_number)].font = title_font |
||
| 654 | parameters_ws[col + str(table_current_row_number)].alignment = c_c_alignment |
||
| 655 | parameters_ws[col + str(table_current_row_number)] = round(parameters_data['values'][i][j], 2) |
||
| 656 | |||
| 657 | table_current_row_number += 1 |
||
| 658 | |||
| 659 | table_current_col_number = chr(ord(table_current_col_number) + 3) |
||
| 660 | |||
| 661 | ######################################################## |
||
| 662 | # parameters chart and parameters table |
||
| 663 | ######################################################## |
||
| 664 | |||
| 665 | ws['B' + str(current_sheet_parameters_row_number)].font = title_font |
||
| 666 | ws['B' + str(current_sheet_parameters_row_number)] = name + ' 相关参数' |
||
| 667 | |||
| 668 | current_sheet_parameters_row_number += 1 |
||
| 669 | |||
| 670 | chart_start_row_number = current_sheet_parameters_row_number |
||
| 671 | |||
| 672 | col_index = 0 |
||
| 673 | |||
| 674 | for i in range(0, parameters_names_len): |
||
| 675 | |||
| 676 | if len(parameters_data['timestamps'][i]) == 0: |
||
| 677 | continue |
||
| 678 | |||
| 679 | line = LineChart() |
||
| 680 | data_col = 3 + col_index * 3 |
||
| 681 | labels_col = 2 + col_index * 3 |
||
| 682 | col_index += 1 |
||
| 683 | line.title = '相关参数 - ' + \ |
||
| 684 | parameters_ws.cell(row=parameters_table_start_row_number, column=data_col).value |
||
| 685 | labels = Reference(parameters_ws, min_col=labels_col, min_row=parameters_table_start_row_number + 1, |
||
| 686 | max_row=(len(parameters_data['timestamps'][i]) + parameters_table_start_row_number)) |
||
| 687 | line_data = Reference(parameters_ws, min_col=data_col, min_row=parameters_table_start_row_number, |
||
| 688 | max_row=(len(parameters_data['timestamps'][i]) + parameters_table_start_row_number)) |
||
| 689 | line.add_data(line_data, titles_from_data=True) |
||
| 690 | line.set_categories(labels) |
||
| 691 | line_data = line.series[0] |
||
| 692 | line_data.marker.symbol = "circle" |
||
| 693 | line_data.smooth = True |
||
| 694 | line.x_axis.crosses = 'min' |
||
| 695 | line.height = 8.25 |
||
| 696 | line.width = 24 |
||
| 697 | line.dLbls = DataLabelList() |
||
| 698 | line.dLbls.dLblPos = 't' |
||
| 699 | line.dLbls.showVal = False |
||
| 700 | line.dLbls.showPercent = False |
||
| 701 | chart_col = 'B' |
||
| 702 | chart_cell = chart_col + str(chart_start_row_number) |
||
| 703 | chart_start_row_number += 6 |
||
| 704 | ws.add_chart(line, chart_cell) |
||
| 705 | |||
| 706 | current_sheet_parameters_row_number = chart_start_row_number |
||
| 707 | |||
| 708 | current_sheet_parameters_row_number += 1 |
||
| 709 | ########################################## |
||
| 710 | filename = str(uuid.uuid4()) + '.xlsx' |
||
| 711 | wb.save(filename) |
||
| 712 | |||
| 713 | return filename |
||
| 714 | |||
| 715 | |||
| 716 | def timestamps_data_all_equal_0(lists): |
||
| 717 | for i, value in enumerate(list(lists)): |
||
| 718 | if len(value) > 0: |
||
| 719 | return False |
||
| 720 | |||
| 721 | return True |
||
| 722 | |||
| 723 | |||
| 724 | def get_parameters_timestamps_lists_max_len(parameters_timestamps_lists): |
||
| 725 | max_len = 0 |
||
| 726 | for i, value in enumerate(list(parameters_timestamps_lists)): |
||
| 727 | if len(value) > max_len: |
||
| 728 | max_len = len(value) |
||
| 729 | |||
| 730 | return max_len |
||
| 731 | |||
| 732 | |||
| 733 | def timestamps_data_not_equal_0(lists): |
||
| 734 | number = 0 |
||
| 735 | for i, value in enumerate(list(lists)): |
||
| 736 | if len(value) > 0: |
||
| 737 | number += 1 |
||
| 738 | return number |
||
| 739 |
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