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created

excelexporters.spaceload   F

Complexity

Total Complexity 83

Size/Duplication

Total Lines 702
Duplicated Lines 92.59 %

Importance

Changes 0
Metric Value
wmc 83
eloc 524
dl 650
loc 702
rs 2
c 0
b 0
f 0

5 Functions

Rating   Name   Duplication   Size   Complexity  
F generate_excel() 611 611 69
A timestamps_data_not_equal_0() 0 6 3
A timestamps_data_all_equal_0() 0 6 3
B export() 39 39 5
A get_parameters_timestamps_lists_max_len() 0 7 3

How to fix   Duplicated Code    Complexity   

Duplicated Code

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:

Complexity

 Tip:   Before tackling complexity, make sure that you eliminate any duplication first. This often can reduce the size of classes significantly.

Complex classes like excelexporters.spaceload 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
2
import uuid
3
import os
4
from openpyxl.chart import (
5
    PieChart,
6
    LineChart,
7
    BarChart,
8
    Reference,
9
)
10
from openpyxl.styles import PatternFill, Border, Side, Alignment, Font
11
from openpyxl.drawing.image import Image
12
from openpyxl import Workbook
13
from openpyxl.chart.label import DataLabelList
14
import openpyxl.utils.cell as format_cell
15
16
17
####################################################################################################################
18
# PROCEDURES
19
# Step 1: Validate the report data
20
# Step 2: Generate excel file
21
# Step 3: Encode the excel file bytes to Base64
22
####################################################################################################################
23
24
25 View Code Duplication
def export(report,
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26
           name,
27
           reporting_start_datetime_local,
28
           reporting_end_datetime_local,
29
           period_type):
30
    ####################################################################################################################
31
    # Step 1: Validate the report data
32
    ####################################################################################################################
33
    if report is None:
34
        return None
35
    print(report)
36
37
    ####################################################################################################################
38
    # Step 2: Generate excel file from the report data
39
    ####################################################################################################################
40
    filename = generate_excel(report,
41
                              name,
42
                              reporting_start_datetime_local,
43
                              reporting_end_datetime_local,
44
                              period_type)
45
    ####################################################################################################################
46
    # Step 3: Encode the excel file to Base64
47
    ####################################################################################################################
48
    try:
49
        with open(filename, 'rb') as binary_file:
50
            binary_file_data = binary_file.read()
51
    except IOError as ex:
52
        pass
53
54
    # Base64 encode the bytes
55
    base64_encoded_data = base64.b64encode(binary_file_data)
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56
    # get the Base64 encoded data using human-readable characters.
57
    base64_message = base64_encoded_data.decode('utf-8')
58
    # delete the file from server
59
    try:
60
        os.remove(filename)
61
    except NotImplementedError as ex:
62
        pass
63
    return base64_message
64
65
66 View Code Duplication
def generate_excel(report, name, reporting_start_datetime_local, reporting_end_datetime_local, period_type):
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67
    wb = Workbook()
68
69
    # todo
70
    ws = wb.active
71
72
    # Row height
73
    ws.row_dimensions[1].height = 102
74
    for i in range(2, 2000 + 1):
75
        ws.row_dimensions[i].height = 42
76
77
    # Col width
78
    ws.column_dimensions['A'].width = 1.5
79
80
    ws.column_dimensions['B'].width = 25.0
81
82
    for i in range(ord('C'), ord('L')):
83
        ws.column_dimensions[chr(i)].width = 15.0
84
85
    # Font
86
    name_font = Font(name='Constantia', size=15, bold=True)
87
    title_font = Font(name='宋体', size=15, bold=True)
88
    data_font = Font(name='Franklin Gothic Book', size=11)
89
90
    table_fill = PatternFill(fill_type='solid', fgColor='1F497D')
91
    f_border = Border(left=Side(border_style='medium', color='00000000'),
92
                      right=Side(border_style='medium', color='00000000'),
93
                      bottom=Side(border_style='medium', color='00000000'),
94
                      top=Side(border_style='medium', color='00000000')
95
                      )
96
    b_border = Border(
97
        bottom=Side(border_style='medium', color='00000000'),
98
    )
99
100
    b_c_alignment = Alignment(vertical='bottom',
101
                              horizontal='center',
102
                              text_rotation=0,
103
                              wrap_text=True,
104
                              shrink_to_fit=False,
105
                              indent=0)
106
    c_c_alignment = Alignment(vertical='center',
107
                              horizontal='center',
108
                              text_rotation=0,
109
                              wrap_text=True,
110
                              shrink_to_fit=False,
111
                              indent=0)
112
    b_r_alignment = Alignment(vertical='bottom',
113
                              horizontal='right',
114
                              text_rotation=0,
115
                              wrap_text=True,
116
                              shrink_to_fit=False,
117
                              indent=0)
118
    c_r_alignment = Alignment(vertical='bottom',
119
                              horizontal='center',
120
                              text_rotation=0,
121
                              wrap_text=True,
122
                              shrink_to_fit=False,
123
                              indent=0)
124
125
    # Img
126
    img = Image("excelexporters/myems.png")
127
    img.width = img.width * 0.85
128
    img.height = img.height * 0.85
129
    # img = Image("myems.png")
130
    ws.add_image(img, 'B1')
131
132
    # Title
133
    ws.row_dimensions[3].height = 60
134
135
    ws['B3'].font = name_font
136
    ws['B3'].alignment = b_r_alignment
137
    ws['B3'] = 'Name:'
138
    ws['C3'].border = b_border
139
    ws['C3'].alignment = b_c_alignment
140
    ws['C3'].font = name_font
141
    ws['C3'] = name
142
143
    ws['D3'].font = name_font
144
    ws['D3'].alignment = b_r_alignment
145
    ws['D3'] = 'Period:'
146
    ws['E3'].border = b_border
147
    ws['E3'].alignment = b_c_alignment
148
    ws['E3'].font = name_font
149
    ws['E3'] = period_type
150
151
    ws['F3'].font = name_font
152
    ws['F3'].alignment = b_r_alignment
153
    ws['F3'] = 'Date:'
154
    ws['G3'].alignment = b_c_alignment
155
    ws['G3'].font = name_font
156
    ws['G3'] = reporting_start_datetime_local + "__" + reporting_end_datetime_local
157
    ws.merge_cells("G3:H3")
158
159
    if "reporting_period" not in report.keys() or \
160
            "timestamps" not in report['reporting_period'].keys() or len(report['reporting_period']['timestamps']) == 0:
161
        filename = str(uuid.uuid4()) + '.xlsx'
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162
        wb.save(filename)
163
164
        return filename
165
166
    ###############################
167
168
    has_names_data_flag = True
169
170
    if "names" not in report['reporting_period'].keys() or len(report['reporting_period']['names']) == 0:
171
        has_names_data_flag = False
172
173
    current_row_number = 6
174
    if has_names_data_flag:
175
        reporting_period_data = report['reporting_period']
176
        category = reporting_period_data['names']
177
        ca_len = len(category)
178
179
        ws['B' + str(current_row_number)].font = title_font
180
        ws['B' + str(current_row_number)] = name + '报告期平均负荷'
181
182
        current_row_number += 1
183
184
        ws.row_dimensions[current_row_number].height = 60
185
        ws['B' + str(current_row_number)].fill = table_fill
186
        ws['B' + str(current_row_number)].border = f_border
187
        for i in range(0, ca_len):
188
            col = chr(ord('C') + i)
189
            ws[col + str(current_row_number)].fill = table_fill
190
            ws[col + str(current_row_number)].font = name_font
191
            ws[col + str(current_row_number)].alignment = c_c_alignment
192
            ws[col + str(current_row_number)].border = f_border
193
            ws[col + str(current_row_number)] = reporting_period_data['names'][i] + \
194
                " (" + reporting_period_data['units'][i] + "/H)"
195
196
        current_row_number += 1
197
198
        ws['B' + str(current_row_number)].font = title_font
199
        ws['B' + str(current_row_number)].alignment = c_c_alignment
200
        ws['B' + str(current_row_number)].border = f_border
201
        ws['B' + str(current_row_number)] = '平均负荷'
202
203
        for i in range(0, ca_len):
204
            col = chr(ord('C') + i)
205
            ws[col + str(current_row_number)].font = name_font
206
            ws[col + str(current_row_number)].alignment = c_c_alignment
207
            ws[col + str(current_row_number)].border = f_border
208
            ws[col + str(current_row_number)] = round(reporting_period_data['averages'][i], 2) \
209
                if reporting_period_data['averages'][i] is not None else 'N/A'
210
211
        current_row_number += 1
212
213
        ws['B' + str(current_row_number)].font = title_font
214
        ws['B' + str(current_row_number)].alignment = c_c_alignment
215
        ws['B' + str(current_row_number)].border = f_border
216
        ws['B' + str(current_row_number)] = '单位面积值'
217
218
        for i in range(0, ca_len):
219
            col = chr(ord('C') + i)
220
            ws[col + str(current_row_number)].font = name_font
221
            ws[col + str(current_row_number)].alignment = c_c_alignment
222
            ws[col + str(current_row_number)].border = f_border
223
            ws[col + str(current_row_number)] = round(reporting_period_data['averages_per_unit_area'][i], 2) \
224
                if reporting_period_data['averages_per_unit_area'][i] is not None else 'N/A'
225
226
        current_row_number += 1
227
228
        ws['B' + str(current_row_number)].font = title_font
229
        ws['B' + str(current_row_number)].alignment = c_c_alignment
230
        ws['B' + str(current_row_number)].border = f_border
231
        ws['B' + str(current_row_number)] = '环比'
232
233
        for i in range(0, ca_len):
234
            col = chr(ord('C') + i)
235
            ws[col + str(current_row_number)].font = name_font
236
            ws[col + str(current_row_number)].alignment = c_c_alignment
237
            ws[col + str(current_row_number)].border = f_border
238
            ws[col + str(current_row_number)] = str(
239
                round(reporting_period_data['averages_increment_rate'][i] * 100, 2)) + "%" \
240
                if reporting_period_data['averages_increment_rate'][i] is not None else "-"
241
242
        current_row_number += 2
243
244
        ws['B' + str(current_row_number)].font = title_font
245
        ws['B' + str(current_row_number)] = name + '报告期最大负荷'
246
247
        current_row_number += 1
248
249
        ws.row_dimensions[current_row_number].height = 60
250
        ws['B' + str(current_row_number)].fill = table_fill
251
        ws['B' + str(current_row_number)].border = f_border
252
        for i in range(0, ca_len):
253
            col = chr(ord('C') + i)
254
            ws[col + str(current_row_number)].fill = table_fill
255
            ws[col + str(current_row_number)].font = name_font
256
            ws[col + str(current_row_number)].alignment = c_c_alignment
257
            ws[col + str(current_row_number)].border = f_border
258
            ws[col + str(current_row_number)] = reporting_period_data['names'][i] + \
259
                " (" + reporting_period_data['units'][i] + "/H)"
260
261
        current_row_number += 1
262
263
        ws['B' + str(current_row_number)].font = title_font
264
        ws['B' + str(current_row_number)].alignment = c_c_alignment
265
        ws['B' + str(current_row_number)].border = f_border
266
        ws['B' + str(current_row_number)] = '最大负荷'
267
268
        for i in range(0, ca_len):
269
            col = chr(ord('C') + i)
270
            ws[col + str(current_row_number)].font = name_font
271
            ws[col + str(current_row_number)].alignment = c_c_alignment
272
            ws[col + str(current_row_number)].border = f_border
273
            ws[col + str(current_row_number)] = round(reporting_period_data['maximums'][i], 2) \
274
                if reporting_period_data['maximums'][i] is not None else 'N/A'
275
276
        current_row_number += 1
277
278
        ws['B' + str(current_row_number)].font = title_font
279
        ws['B' + str(current_row_number)].alignment = c_c_alignment
280
        ws['B' + str(current_row_number)].border = f_border
281
        ws['B' + str(current_row_number)] = '单位面积值'
282
283
        for i in range(0, ca_len):
284
            col = chr(ord('C') + i)
285
            ws[col + str(current_row_number)].font = name_font
286
            ws[col + str(current_row_number)].alignment = c_c_alignment
287
            ws[col + str(current_row_number)].border = f_border
288
            ws[col + str(current_row_number)] = round(reporting_period_data['maximums_per_unit_area'][i], 2) \
289
                if reporting_period_data['maximums_per_unit_area'][i] is not None else 'N/A'
290
291
        current_row_number += 1
292
293
        ws['B' + str(current_row_number)].font = title_font
294
        ws['B' + str(current_row_number)].alignment = c_c_alignment
295
        ws['B' + str(current_row_number)].border = f_border
296
        ws['B' + str(current_row_number)] = '环比'
297
298
        for i in range(0, ca_len):
299
            col = chr(ord('C') + i)
300
            ws[col + str(current_row_number)].font = name_font
301
            ws[col + str(current_row_number)].alignment = c_c_alignment
302
            ws[col + str(current_row_number)].border = f_border
303
            ws[col + str(current_row_number)] = str(
304
                round(reporting_period_data['maximums_increment_rate'][i] * 100, 2)) + "%" \
305
                if reporting_period_data['maximums_increment_rate'][i] is not None else "-"
306
307
        current_row_number += 2
308
309
        ws['B' + str(current_row_number)].font = title_font
310
        ws['B' + str(current_row_number)] = name + '报告期负荷系数'
311
312
        current_row_number += 1
313
314
        ws.row_dimensions[current_row_number].height = 60
315
        ws['B' + str(current_row_number)].fill = table_fill
316
        ws['B' + str(current_row_number)].border = f_border
317
        for i in range(0, ca_len):
318
            col = chr(ord('C') + i)
319
            ws[col + str(current_row_number)].fill = table_fill
320
            ws[col + str(current_row_number)].font = name_font
321
            ws[col + str(current_row_number)].alignment = c_c_alignment
322
            ws[col + str(current_row_number)].border = f_border
323
            ws[col + str(current_row_number)] = reporting_period_data['names'][i]
324
325
        current_row_number += 1
326
327
        ws['B' + str(current_row_number)].font = title_font
328
        ws['B' + str(current_row_number)].alignment = c_c_alignment
329
        ws['B' + str(current_row_number)].border = f_border
330
        ws['B' + str(current_row_number)] = '负荷系数'
331
332
        for i in range(0, ca_len):
333
            col = chr(ord('C') + i)
334
            ws[col + str(current_row_number)].font = name_font
335
            ws[col + str(current_row_number)].alignment = c_c_alignment
336
            ws[col + str(current_row_number)].border = f_border
337
            ws[col + str(current_row_number)] = round(reporting_period_data['factors'][i], 2) \
338
                if reporting_period_data['factors'][i] is not None else '-'
339
340
        current_row_number += 1
341
342
        ws['B' + str(current_row_number)].font = title_font
343
        ws['B' + str(current_row_number)].alignment = c_c_alignment
344
        ws['B' + str(current_row_number)].border = f_border
345
        ws['B' + str(current_row_number)] = '环比'
346
347
        for i in range(0, ca_len):
348
            col = chr(ord('C') + i)
349
            ws[col + str(current_row_number)].font = name_font
350
            ws[col + str(current_row_number)].alignment = c_c_alignment
351
            ws[col + str(current_row_number)].border = f_border
352
            ws[col + str(current_row_number)] = str(
353
                round(reporting_period_data['factors_increment_rate'][i] * 100, 2)) + "%" \
354
                if reporting_period_data['factors_increment_rate'][i] is not None else "-"
355
356
        current_row_number += 2
357
358
    has_sub_averages_data_flag = True
359
    has_sub_maximums_data_flag = True
360
361
    if "sub_averages" not in report['reporting_period'].keys() or len(report['reporting_period']['sub_averages']) == 0:
362
        has_sub_averages_data_flag = False
363
364
    if "sub_averages" not in report['reporting_period'].keys() or len(report['reporting_period']['sub_averages']) == 0:
365
        has_sub_maximums_data_flag = False
366
367
    if has_sub_averages_data_flag or has_sub_maximums_data_flag:
368
        reporting_period_data = report['reporting_period']
369
        category = reporting_period_data['names']
370
        ca_len = len(category)
371
        times = reporting_period_data['timestamps']
372
        time = times[0]
373
        real_timestamps_len = timestamps_data_not_equal_0(report['parameters']['timestamps'])
374
        ws['B' + str(current_row_number)].font = title_font
375
        ws['B' + str(current_row_number)] = name + '详细数据'
376
377
        current_row_number += 1
378
        chart_start_number = current_row_number
379
        current_row_number += real_timestamps_len * 7 + 1
380
        if has_sub_averages_data_flag:
381
            current_row_number = (current_row_number + ca_len * 6)
382
383
        if has_sub_maximums_data_flag:
384
            current_row_number = (current_row_number + ca_len * 6)
385
386
        table_start_number = current_row_number
387
388
        ws.row_dimensions[current_row_number].height = 60
389
        ws['B' + str(current_row_number)].fill = table_fill
390
        ws['B' + str(current_row_number)].font = title_font
391
        ws['B' + str(current_row_number)].alignment = c_c_alignment
392
        ws['B' + str(current_row_number)].border = f_border
393
        ws['B' + str(current_row_number)] = '日期时间'
394
395
        col = 'C'
396
397
        for i in range(0, ca_len):
398
            if has_sub_averages_data_flag:
399
                ws[col + str(current_row_number)].fill = table_fill
400
                ws[col + str(current_row_number)].font = title_font
401
                ws[col + str(current_row_number)].alignment = c_c_alignment
402
                ws[col + str(current_row_number)].border = f_border
403
                ws[col + str(current_row_number)] = reporting_period_data['names'][i] + \
404
                    " 平均负荷(" + reporting_period_data['units'][i] + "/H)"
405
                col = chr(ord(col) + 1)
406
407
            if has_sub_maximums_data_flag:
408
                ws[col + str(current_row_number)].fill = table_fill
409
                ws[col + str(current_row_number)].font = title_font
410
                ws[col + str(current_row_number)].alignment = c_c_alignment
411
                ws[col + str(current_row_number)].border = f_border
412
                ws[col + str(current_row_number)] = reporting_period_data['names'][i] + \
413
                    " 最大负荷(" + reporting_period_data['units'][i] + "/H)"
414
                col = chr(ord(col) + 1)
415
416
        current_row_number += 1
417
418
        for i in range(0, len(time)):
419
            ws['B' + str(current_row_number)].font = title_font
420
            ws['B' + str(current_row_number)].alignment = c_c_alignment
421
            ws['B' + str(current_row_number)].border = f_border
422
            ws['B' + str(current_row_number)] = time[i]
423
424
            col = 'C'
425
            for j in range(0, ca_len):
426
427
                if has_sub_averages_data_flag:
428
                    ws[col + str(current_row_number)].font = title_font
429
                    ws[col + str(current_row_number)].alignment = c_c_alignment
430
                    ws[col + str(current_row_number)].border = f_border
431
                    ws[col + str(current_row_number)] = round(reporting_period_data['sub_averages'][j][i], 2) \
432
                        if reporting_period_data['sub_averages'][j][i] is not None else 0.00
433
                    col = chr(ord(col) + 1)
434
435
                if has_sub_maximums_data_flag:
436
                    ws[col + str(current_row_number)].font = title_font
437
                    ws[col + str(current_row_number)].alignment = c_c_alignment
438
                    ws[col + str(current_row_number)].border = f_border
439
                    ws[col + str(current_row_number)] = round(reporting_period_data['sub_maximums'][j][i], 2) \
440
                        if reporting_period_data['sub_maximums'][j][i] is not None else 0.00
441
                    col = chr(ord(col) + 1)
442
443
            current_row_number += 1
444
445
        table_end_number = current_row_number - 1
446
447
        current_chart_col_number = 3
448
        current_chart_row_number = chart_start_number
449
450
        for i in range(0, ca_len):
451
            labels = Reference(ws, min_col=2, min_row=table_start_number + 1, max_row=table_end_number)
452
453
            if has_sub_averages_data_flag:
454
                line = LineChart()
455
                line.title = '报告期 平均负荷 - ' + ws.cell(column=current_chart_col_number, row=table_start_number).value
456
                datas = Reference(ws, min_col=current_chart_col_number, min_row=table_start_number,
457
                                  max_row=table_end_number)
458
                line.add_data(datas, titles_from_data=True)
459
                line.set_categories(labels)
460
                line_data = line.series[0]
461
                line_data.marker.symbol = "circle"
462
                line_data.smooth = True
463
                line.x_axis.crosses = 'min'
464
                line.height = 8.25
465
                line.width = 24
466
                line.dLbls = DataLabelList()
467
                line.dLbls.dLblPos = 't'
468
                line.dLbls.showVal = True
469
                ws.add_chart(line, "B" + str(current_chart_row_number))
470
                current_chart_row_number += 6
471
                current_chart_col_number += 1
472
473
            if has_sub_maximums_data_flag:
474
                line = LineChart()
475
                line.title = '报告期 最大负荷 - ' + ws.cell(column=current_chart_col_number, row=table_start_number).value
476
                datas = Reference(ws, min_col=current_chart_col_number, min_row=table_start_number,
477
                                  max_row=table_end_number)
478
                line.add_data(datas, titles_from_data=True)
479
                line.set_categories(labels)
480
                line_data = line.series[0]
481
                line_data.marker.symbol = "circle"
482
                line_data.smooth = True
483
                line.x_axis.crosses = 'min'
484
                line.height = 8.25
485
                line.width = 24
486
                line.dLbls = DataLabelList()
487
                line.dLbls.dLblPos = 't'
488
                line.dLbls.showVal = True
489
                ws.add_chart(line, "B" + str(current_chart_row_number))
490
                current_chart_row_number += 6
491
    ##########################################
492
    current_sheet_parameters_row_number = current_chart_row_number + 1
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493
    has_parameters_names_and_timestamps_and_values_data = True
494
    if 'parameters' not in report.keys() or \
495
            report['parameters'] is None or \
496
            'names' not in report['parameters'].keys() or \
497
            report['parameters']['names'] is None or \
498
            len(report['parameters']['names']) == 0 or \
499
            'timestamps' not in report['parameters'].keys() or \
500
            report['parameters']['timestamps'] is None or \
501
            len(report['parameters']['timestamps']) == 0 or \
502
            'values' not in report['parameters'].keys() or \
503
            report['parameters']['values'] is None or \
504
            len(report['parameters']['values']) == 0 or \
505
            timestamps_data_all_equal_0(report['parameters']['timestamps']):
506
        has_parameters_names_and_timestamps_and_values_data = False
507
    if has_parameters_names_and_timestamps_and_values_data:
508
509
        ###############################
510
        # new worksheet
511
        ###############################
512
513
        parameters_data = report['parameters']
514
        parameters_names_len = len(parameters_data['names'])
515
516
        parameters_ws = wb.create_sheet('相关参数')
517
518
        parameters_timestamps_data_max_len = \
519
            get_parameters_timestamps_lists_max_len(list(parameters_data['timestamps']))
520
521
        # Row height
522
        parameters_ws.row_dimensions[1].height = 102
523
        for i in range(2, 7 + 1):
524
            parameters_ws.row_dimensions[i].height = 42
525
526
        for i in range(8, parameters_timestamps_data_max_len + 10):
527
            parameters_ws.row_dimensions[i].height = 60
528
529
        # Col width
530
        parameters_ws.column_dimensions['A'].width = 1.5
531
532
        parameters_ws.column_dimensions['B'].width = 25.0
533
534
        for i in range(3, 12 + parameters_names_len * 3):
535
            parameters_ws.column_dimensions[format_cell.get_column_letter(i)].width = 15.0
536
537
        # Img
538
        img = Image("excelexporters/myems.png")
539
        img.width = img.width * 0.85
540
        img.height = img.height * 0.85
541
        # img = Image("myems.png")
542
        parameters_ws.add_image(img, 'B1')
543
544
        # Title
545
        parameters_ws.row_dimensions[3].height = 60
546
547
        parameters_ws['B3'].font = name_font
548
        parameters_ws['B3'].alignment = b_r_alignment
549
        parameters_ws['B3'] = 'Name:'
550
        parameters_ws['C3'].border = b_border
551
        parameters_ws['C3'].alignment = b_c_alignment
552
        parameters_ws['C3'].font = name_font
553
        parameters_ws['C3'] = name
554
555
        parameters_ws['D3'].font = name_font
556
        parameters_ws['D3'].alignment = b_r_alignment
557
        parameters_ws['D3'] = 'Period:'
558
        parameters_ws['E3'].border = b_border
559
        parameters_ws['E3'].alignment = b_c_alignment
560
        parameters_ws['E3'].font = name_font
561
        parameters_ws['E3'] = period_type
562
563
        parameters_ws['F3'].font = name_font
564
        parameters_ws['F3'].alignment = b_r_alignment
565
        parameters_ws['F3'] = 'Date:'
566
        parameters_ws['G3'].border = b_border
567
        parameters_ws['G3'].alignment = b_c_alignment
568
        parameters_ws['G3'].font = name_font
569
        parameters_ws['G3'] = reporting_start_datetime_local + "__" + reporting_end_datetime_local
570
        parameters_ws.merge_cells("G3:H3")
571
572
        parameters_ws_current_row_number = 6
573
574
        parameters_ws['B' + str(parameters_ws_current_row_number)].font = title_font
575
        parameters_ws['B' + str(parameters_ws_current_row_number)] = name + ' 相关参数'
576
577
        parameters_ws_current_row_number += 1
578
579
        parameters_table_start_row_number = parameters_ws_current_row_number
580
581
        parameters_ws.row_dimensions[parameters_ws_current_row_number].height = 80
582
583
        parameters_ws_current_row_number += 1
584
585
        table_current_col_number = 'B'
586
587
        for i in range(0, parameters_names_len):
588
589
            if len(parameters_data['timestamps'][i]) == 0:
590
                continue
591
592
            parameters_ws[table_current_col_number + str(parameters_ws_current_row_number - 1)].fill = table_fill
593
            parameters_ws[table_current_col_number + str(parameters_ws_current_row_number - 1)].border = f_border
594
595
            col = chr(ord(table_current_col_number) + 1)
596
597
            parameters_ws[col + str(parameters_ws_current_row_number - 1)].fill = table_fill
598
            parameters_ws[col + str(parameters_ws_current_row_number - 1)].border = f_border
599
            parameters_ws[col + str(parameters_ws_current_row_number - 1)].font = name_font
600
            parameters_ws[col + str(parameters_ws_current_row_number - 1)].alignment = c_c_alignment
601
            parameters_ws[col + str(parameters_ws_current_row_number - 1)] = parameters_data['names'][i]
602
603
            table_current_row_number = parameters_ws_current_row_number
604
605
            for j, value in enumerate(list(parameters_data['timestamps'][i])):
606
                col = table_current_col_number
607
608
                parameters_ws[col + str(table_current_row_number)].border = f_border
609
                parameters_ws[col + str(table_current_row_number)].font = title_font
610
                parameters_ws[col + str(table_current_row_number)].alignment = c_c_alignment
611
                parameters_ws[col + str(table_current_row_number)] = value
612
613
                col = chr(ord(col) + 1)
614
615
                parameters_ws[col + str(table_current_row_number)].border = f_border
616
                parameters_ws[col + str(table_current_row_number)].font = title_font
617
                parameters_ws[col + str(table_current_row_number)].alignment = c_c_alignment
618
                parameters_ws[col + str(table_current_row_number)] = round(parameters_data['values'][i][j], 2)
619
620
                table_current_row_number += 1
621
622
            table_current_col_number = chr(ord(table_current_col_number) + 3)
623
624
        ########################################################
625
        # parameters chart and parameters table
626
        ########################################################
627
628
        ws['B' + str(current_sheet_parameters_row_number)].font = title_font
629
        ws['B' + str(current_sheet_parameters_row_number)] = name + ' 相关参数'
630
631
        current_sheet_parameters_row_number += 1
632
633
        chart_start_row_number = current_sheet_parameters_row_number
634
635
        col_index = 0
636
637
        for i in range(0, parameters_names_len):
638
639
            if len(parameters_data['timestamps'][i]) == 0:
640
                continue
641
642
            line = LineChart()
643
            data_col = 3 + col_index * 3
644
            labels_col = 2 + col_index * 3
645
            col_index += 1
646
            line.title = '相关参数 - ' + \
647
                         parameters_ws.cell(row=parameters_table_start_row_number, column=data_col).value
648
            labels = Reference(parameters_ws, min_col=labels_col, min_row=parameters_table_start_row_number + 1,
649
                               max_row=(len(parameters_data['timestamps'][i]) + parameters_table_start_row_number))
650
            line_data = Reference(parameters_ws, min_col=data_col, min_row=parameters_table_start_row_number,
651
                                  max_row=(len(parameters_data['timestamps'][i]) + parameters_table_start_row_number))
652
            line.add_data(line_data, titles_from_data=True)
653
            line.set_categories(labels)
654
            line_data = line.series[0]
655
            line_data.marker.symbol = "circle"
656
            line_data.smooth = True
657
            line.x_axis.crosses = 'min'
658
            line.height = 8.25
659
            line.width = 24
660
            line.dLbls = DataLabelList()
661
            line.dLbls.dLblPos = 't'
662
            line.dLbls.showVal = False
663
            line.dLbls.showPercent = False
664
            chart_col = 'B'
665
            chart_cell = chart_col + str(chart_start_row_number)
666
            chart_start_row_number += 6
667
            ws.add_chart(line, chart_cell)
668
669
        current_sheet_parameters_row_number = chart_start_row_number
670
671
        current_sheet_parameters_row_number += 1
672
    ##########################################
673
    filename = str(uuid.uuid4()) + '.xlsx'
674
    wb.save(filename)
675
676
    return filename
677
678
679
def timestamps_data_all_equal_0(lists):
680
    for i, value in enumerate(list(lists)):
681
        if len(value) > 0:
682
            return False
683
684
    return True
685
686
687
def get_parameters_timestamps_lists_max_len(parameters_timestamps_lists):
688
    max_len = 0
689
    for i, value in enumerate(list(parameters_timestamps_lists)):
690
        if len(value) > max_len:
691
            max_len = len(value)
692
693
    return max_len
694
695
696
def timestamps_data_not_equal_0(lists):
697
    number = 0
698
    for i, value in enumerate(list(lists)):
699
        if len(value) > 0:
700
            number += 1
701
    return number
702