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is_base_period_timestamp_exists()   A

Complexity

Conditions 4

Size

Total Lines 11
Code Lines 8

Duplication

Lines 11
Ratio 100 %

Importance

Changes 0
Metric Value
eloc 8
dl 11
loc 11
rs 10
c 0
b 0
f 0
cc 4
nop 1
1
import base64
2
import gettext
3
import os
4
import re
5
import uuid
6
7
import openpyxl.utils.cell as format_cell
8
from openpyxl import Workbook
9
from openpyxl.chart import LineChart, Reference
10
from openpyxl.chart.label import DataLabelList
11
from openpyxl.drawing.image import Image
12
from openpyxl.styles import PatternFill, Border, Side, Alignment, Font
13
14
15
########################################################################################################################
16
# PROCEDURES
17
# Step 1: Validate the report data
18
# Step 2: Generate excel file
19
# Step 3: Encode the excel file bytes to Base64
20
########################################################################################################################
21
22
23 View Code Duplication
def export(report,
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24
           name,
25
           base_period_start_datetime_local,
26
           base_period_end_datetime_local,
27
           reporting_start_datetime_local,
28
           reporting_end_datetime_local,
29
           period_type,
30
           language):
31
    ####################################################################################################################
32
    # Step 1: Validate the report data
33
    ####################################################################################################################
34
    if report is None:
35
        return None
36
37
    ####################################################################################################################
38
    # Step 2: Generate excel file from the report data
39
    ####################################################################################################################
40
    filename = generate_excel(report,
41
                              name,
42
                              base_period_start_datetime_local,
43
                              base_period_end_datetime_local,
44
                              reporting_start_datetime_local,
45
                              reporting_end_datetime_local,
46
                              period_type,
47
                              language)
48
    ####################################################################################################################
49
    # Step 3: Encode the excel file to Base64
50
    ####################################################################################################################
51
    binary_file_data = b''
52
    try:
53
        with open(filename, 'rb') as binary_file:
54
            binary_file_data = binary_file.read()
55
    except IOError as ex:
56
        print(str(ex))
57
58
    # Base64 encode the bytes
59
    base64_encoded_data = base64.b64encode(binary_file_data)
60
    # get the Base64 encoded data using human-readable characters.
61
    base64_message = base64_encoded_data.decode('utf-8')
62
    # delete the file from server
63
    try:
64
        os.remove(filename)
65
    except NotImplementedError as ex:
66
        print(str(ex))
67
    return base64_message
68
69
70
def generate_excel(report,
71
                   name,
72
                   base_period_start_datetime_local,
73
                   base_period_end_datetime_local,
74
                   reporting_start_datetime_local,
75
                   reporting_end_datetime_local,
76
                   period_type,
77
                   language):
78
79
    locale_path = './i18n/'
80
    if language == 'zh_CN':
81
        trans = gettext.translation('myems', locale_path, languages=['zh_CN'])
82
    elif language == 'de':
83
        trans = gettext.translation('myems', locale_path, languages=['de'])
84
    elif language == 'en':
85
        trans = gettext.translation('myems', locale_path, languages=['en'])
86
    else:
87
        trans = gettext.translation('myems', locale_path, languages=['en'])
88
    trans.install()
89
    _ = trans.gettext
90
91
    wb = Workbook()
92
    ws = wb.active
93
    ws.title = "CombinedEquipmentEfficiency"
94
95
    # Row height
96
    ws.row_dimensions[1].height = 102
97
    for i in range(2, 2000 + 1):
98
        ws.row_dimensions[i].height = 42
99
100
    # Col width
101
    ws.column_dimensions['A'].width = 1.5
102
103
    ws.column_dimensions['B'].width = 25.0
104
105
    for i in range(ord('C'), ord('Z')):
106
        ws.column_dimensions[chr(i)].width = 15.0
107
108
    # Font
109
    name_font = Font(name='Arial', size=15, bold=True)
110
    title_font = Font(name='Arial', size=15, bold=True)
111
112
    table_fill = PatternFill(fill_type='solid', fgColor='90ee90')
113
    f_border = Border(left=Side(border_style='medium'),
114
                      right=Side(border_style='medium'),
115
                      bottom=Side(border_style='medium'),
116
                      top=Side(border_style='medium')
117
                      )
118
    b_border = Border(
119
        bottom=Side(border_style='medium'),
120
    )
121
122
    b_c_alignment = Alignment(vertical='bottom',
123
                              horizontal='center',
124
                              text_rotation=0,
125
                              wrap_text=True,
126
                              shrink_to_fit=False,
127
                              indent=0)
128
    c_c_alignment = Alignment(vertical='center',
129
                              horizontal='center',
130
                              text_rotation=0,
131
                              wrap_text=True,
132
                              shrink_to_fit=False,
133
                              indent=0)
134
    b_r_alignment = Alignment(vertical='bottom',
135
                              horizontal='right',
136
                              text_rotation=0,
137
                              wrap_text=True,
138
                              shrink_to_fit=False,
139
                              indent=0)
140
    # Img
141
    img = Image("excelexporters/myems.png")
142
    ws.add_image(img, 'A1')
143
144
    # Title
145
    ws['B3'].alignment = b_r_alignment
146
    ws['B3'] = _('Name') + ':'
147
    ws['C3'].border = b_border
148
    ws['C3'].alignment = b_c_alignment
149
    ws['C3'] = name
150
151
    ws['D3'].alignment = b_r_alignment
152
    ws['D3'] = _('Period Type') + ':'
153
    ws['E3'].border = b_border
154
    ws['E3'].alignment = b_c_alignment
155
    ws['E3'] = period_type
156
157
    ws['B4'].alignment = b_r_alignment
158
    ws['B4'] = _('Reporting Start Datetime') + ':'
159
    ws['C4'].border = b_border
160
    ws['C4'].alignment = b_c_alignment
161
    ws['C4'] = reporting_start_datetime_local
162
163
    ws['D4'].alignment = b_r_alignment
164
    ws['D4'] = _('Reporting End Datetime') + ':'
165
    ws['E4'].border = b_border
166
    ws['E4'].alignment = b_c_alignment
167
    ws['E4'] = reporting_end_datetime_local
168
169
    is_base_period_timestamp_exists_flag = is_base_period_timestamp_exists(report['base_period_efficiency'])
170
171
    if is_base_period_timestamp_exists_flag:
172
        ws['B5'].alignment = b_r_alignment
173
        ws['B5'] = _('Base Period Start Datetime') + ':'
174
        ws['C5'].border = b_border
175
        ws['C5'].alignment = b_c_alignment
176
        ws['C5'] = base_period_start_datetime_local
177
178
        ws['D5'].alignment = b_r_alignment
179
        ws['D5'] = _('Base Period End Datetime') + ':'
180
        ws['E5'].border = b_border
181
        ws['E5'].alignment = b_c_alignment
182
        ws['E5'] = base_period_end_datetime_local
183
184
    if "reporting_period_efficiency" not in report.keys() or \
185
            "names" not in report['reporting_period_efficiency'].keys() or len(
186
            report['reporting_period_efficiency']['names']) == 0:
187
        filename = str(uuid.uuid4()) + '.xlsx'
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188
        wb.save(filename)
189
190
        return filename
191
192
    ####################################################################################################################
193
194
    current_row_number = 7
195
    reporting_period_data = report['reporting_period_efficiency']
196
    if "names" not in reporting_period_data.keys() or \
197
            reporting_period_data['names'] is None or \
198
            len(reporting_period_data['names']) == 0:
199
        pass
200
    else:
201
        ws['B' + str(current_row_number)].font = title_font
202
        ws['B' + str(current_row_number)] = name + ' ' + _('Reporting Period Cumulative Efficiency')
203
204
        current_row_number += 1
205
206
        category = reporting_period_data['names']
207
        ca_len = len(category)
208
209
        ws.row_dimensions[current_row_number].height = 80
210
        ws['B' + str(current_row_number)].fill = table_fill
211
        ws['B' + str(current_row_number)].border = f_border
212
213
        col = 'C'
214
215
        for i in range(0, ca_len):
216
            ws[col + str(current_row_number)].fill = table_fill
217
            ws[col + str(current_row_number)].font = name_font
218
            ws[col + str(current_row_number)].alignment = c_c_alignment
219
            ws[col + str(current_row_number)].border = f_border
220
            ws[col + str(current_row_number)] = \
221
                reporting_period_data['names'][i] + " (" + reporting_period_data['units'][i] + ")"
222
223
            col = chr(ord(col) + 1)
224
225
            ws[col + str(current_row_number)].fill = table_fill
226
            ws[col + str(current_row_number)].font = name_font
227
            ws[col + str(current_row_number)].alignment = c_c_alignment
228
            ws[col + str(current_row_number)].border = f_border
229
            ws[col + str(current_row_number)] = \
230
                reporting_period_data['names'][i] + '-' + reporting_period_data['numerator_names'][i] + " (" + \
231
                reporting_period_data['numerator_units'][i] + ")"
232
233
            col = chr(ord(col) + 1)
234
235
            ws[col + str(current_row_number)].fill = table_fill
236
            ws[col + str(current_row_number)].font = name_font
237
            ws[col + str(current_row_number)].alignment = c_c_alignment
238
            ws[col + str(current_row_number)].border = f_border
239
            ws[col + str(current_row_number)] = \
240
                reporting_period_data['names'][i] + '-' + reporting_period_data['denominator_names'][i] + " (" + \
241
                reporting_period_data['denominator_units'][i] + ")"
242
243
            col = chr(ord(col) + 1)
244
245
        current_row_number += 1
246
247
        ws['B' + str(current_row_number)].font = title_font
248
        ws['B' + str(current_row_number)].alignment = c_c_alignment
249
        ws['B' + str(current_row_number)].border = f_border
250
        ws['B' + str(current_row_number)] = _('Cumulative Efficiency')
251
252
        col = 'C'
253
254
        for i in range(0, ca_len):
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)] = round(reporting_period_data['cumulations'][i], 2)
259
260
            col = chr(ord(col) + 1)
261
262
            ws[col + str(current_row_number)].font = name_font
263
            ws[col + str(current_row_number)].alignment = c_c_alignment
264
            ws[col + str(current_row_number)].border = f_border
265
            ws[col + str(current_row_number)] = round(reporting_period_data['numerator_cumulations'][i], 2)
266
267
            col = chr(ord(col) + 1)
268
269
            ws[col + str(current_row_number)].font = name_font
270
            ws[col + str(current_row_number)].alignment = c_c_alignment
271
            ws[col + str(current_row_number)].border = f_border
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            ws[col + str(current_row_number)] = round(reporting_period_data['denominator_cumulations'][i], 2)
273
274
            col = chr(ord(col) + 1)
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)] = _('Increment Rate')
282
283
        col = 'C'
284
285
        for i in range(0, ca_len):
286
            ws[col + str(current_row_number)].font = name_font
287
            ws[col + str(current_row_number)].alignment = c_c_alignment
288
            ws[col + str(current_row_number)].border = f_border
289
            ws[col + str(current_row_number)] = str(
290
                round(reporting_period_data['increment_rates'][i] * 100, 2)) + '%' \
291
                if reporting_period_data['increment_rates'][i] is not None else '-'
292
293
            col = chr(ord(col) + 1)
294
295
            ws[col + str(current_row_number)].font = name_font
296
            ws[col + str(current_row_number)].alignment = c_c_alignment
297
            ws[col + str(current_row_number)].border = f_border
298
            ws[col + str(current_row_number)] = str(
299
                round(reporting_period_data['increment_rates_num'][i] * 100, 2)) + '%' \
300
                if reporting_period_data['increment_rates_num'][i] is not None else '-'
301
302
            col = chr(ord(col) + 1)
303
304
            ws[col + str(current_row_number)].font = name_font
305
            ws[col + str(current_row_number)].alignment = c_c_alignment
306
            ws[col + str(current_row_number)].border = f_border
307
            ws[col + str(current_row_number)] = str(
308
                round(reporting_period_data['increment_rates_den'][i] * 100, 2)) + '%' \
309
                if reporting_period_data['increment_rates_den'][i] is not None else '-'
310
311
            col = chr(ord(col) + 1)
312
313
        current_row_number += 2
314
315
    ####################################################################################################################
316
317
    has_parameters_names_and_timestamps_and_values_data = True
318
    current_sheet_parameters_row_number = current_row_number
319
320 View Code Duplication
    if 'parameters' not in report.keys() or \
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321
            report['parameters'] is None or \
322
            'names' not in report['parameters'].keys() or \
323
            report['parameters']['names'] is None or \
324
            len(report['parameters']['names']) == 0 or \
325
            'timestamps' not in report['parameters'].keys() or \
326
            report['parameters']['timestamps'] is None or \
327
            len(report['parameters']['timestamps']) == 0 or \
328
            'values' not in report['parameters'].keys() or \
329
            report['parameters']['values'] is None or \
330
            len(report['parameters']['values']) == 0 or \
331
            timestamps_data_all_equal_0(report['parameters']['timestamps']):
332
333
        has_parameters_names_and_timestamps_and_values_data = False
334
335
    ####################################################################################################################
336
    has_values_data = True
337
    has_timestamps_data = True
338
339
    if 'values' not in reporting_period_data.keys() or \
340
            reporting_period_data['values'] is None or \
341
            len(reporting_period_data['values']) == 0:
342
        has_values_data = False
343
344
    if 'timestamps' not in reporting_period_data.keys() or \
345
            reporting_period_data['timestamps'] is None or \
346
            len(reporting_period_data['timestamps']) == 0 or \
347
            len(reporting_period_data['timestamps'][0]) == 0:
348
        has_timestamps_data = False
349
350
    if not is_base_period_timestamp_exists_flag:
351
        if has_values_data and has_timestamps_data:
352
            ca_len = len(reporting_period_data['names'])
353
            time = reporting_period_data['timestamps'][0]
354
355
            ws['B' + str(current_row_number)].font = title_font
356
            ws['B' + str(current_row_number)] = name + ' ' + _('Reporting Period Cumulative Efficiency')
357
358
            current_row_number += 1
359
360
            chart_start_row_number = current_row_number
361
362
            current_row_number += ca_len * 3 * 6 + 1
363
364
            if has_parameters_names_and_timestamps_and_values_data:
365
                current_sheet_parameters_row_number = current_row_number
366
                real_timestamps_len = timestamps_data_not_equal_0(report['parameters']['timestamps'])
367
                current_row_number += 6 * real_timestamps_len + 2
368
369
            ws['B' + str(current_row_number)].font = title_font
370
            ws['B' + str(current_row_number)] = name + ' ' + _('Detailed Data')
371
372
            current_row_number += 1
373
374
            table_start_row_number = current_row_number
375
376
            ws.row_dimensions[current_row_number].height = 85
377
            current_col_number = 2
378
            col = format_cell.get_column_letter(current_col_number)
379
            ws[col + str(current_row_number)].fill = table_fill
380
            ws[col + str(current_row_number)].font = title_font
381
            ws[col + str(current_row_number)].alignment = c_c_alignment
382
            ws[col + str(current_row_number)].border = f_border
383
            ws[col + str(current_row_number)] = _('Datetime')
384
385
            for i in range(0, ca_len):
386
                current_col_number += 1
387
                col = format_cell.get_column_letter(current_col_number)
388
389
                ws[col + str(current_row_number)].fill = table_fill
390
                ws[col + str(current_row_number)].font = title_font
391
                ws[col + str(current_row_number)].alignment = c_c_alignment
392
                ws[col + str(current_row_number)].border = f_border
393
                ws[col + str(current_row_number)] = \
394
                    reporting_period_data['names'][i] + " (" + reporting_period_data['units'][i] + ")"
395
396
                current_col_number += 1
397
                col = format_cell.get_column_letter(current_col_number)
398
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)] = \
404
                    reporting_period_data['names'][i] + "-" + \
405
                    reporting_period_data['numerator_names'][i] + " (" + reporting_period_data['numerator_units'][
406
                        i] + ")"
407
408
                current_col_number += 1
409
                col = format_cell.get_column_letter(current_col_number)
410
411
                ws[col + str(current_row_number)].fill = table_fill
412
                ws[col + str(current_row_number)].font = title_font
413
                ws[col + str(current_row_number)].alignment = c_c_alignment
414
                ws[col + str(current_row_number)].border = f_border
415
                ws[col + str(current_row_number)] = \
416
                    reporting_period_data['names'][i] + "-" + \
417
                    reporting_period_data['denominator_names'][i] + " (" + reporting_period_data['denominator_units'][
418
                        i] + ")"
419
420
            current_row_number += 1
421
422
            for i in range(0, len(time)):
423
                current_col_number = 2
424
                col = format_cell.get_column_letter(current_col_number)
425
                ws[col + str(current_row_number)].font = title_font
426
                ws[col + str(current_row_number)].alignment = c_c_alignment
427
                ws[col + str(current_row_number)].border = f_border
428
                ws[col + str(current_row_number)] = time[i]
429
430
                for j in range(0, ca_len):
431
                    current_col_number += 1
432
                    col = format_cell.get_column_letter(current_col_number)
433
434
                    ws[col + str(current_row_number)].font = title_font
435
                    ws[col + str(current_row_number)].alignment = c_c_alignment
436
                    ws[col + str(current_row_number)].border = f_border
437
                    ws[col + str(current_row_number)] = round(reporting_period_data['values'][j][i], 2) \
438
                        if reporting_period_data['values'][j][i] is not None else None
439
440
                    current_col_number += 1
441
                    col = format_cell.get_column_letter(current_col_number)
442
443
                    ws[col + str(current_row_number)].font = title_font
444
                    ws[col + str(current_row_number)].alignment = c_c_alignment
445
                    ws[col + str(current_row_number)].border = f_border
446
                    ws[col + str(current_row_number)] = round(reporting_period_data['numerator_values'][j][i], 2) \
447
                        if reporting_period_data['numerator_values'][j][i] is not None else None
448
449
                    current_col_number += 1
450
                    col = format_cell.get_column_letter(current_col_number)
451
452
                    ws[col + str(current_row_number)].font = title_font
453
                    ws[col + str(current_row_number)].alignment = c_c_alignment
454
                    ws[col + str(current_row_number)].border = f_border
455
                    ws[col + str(current_row_number)] = round(reporting_period_data['denominator_values'][j][i], 2) \
456
                        if reporting_period_data['denominator_values'][j][i] is not None else None
457
458
                current_row_number += 1
459
460
            table_end_row_number = current_row_number - 1
461
462
            current_col_number = 2
463
            col = format_cell.get_column_letter(current_col_number)
464
            ws[col + str(current_row_number)].font = title_font
465
            ws[col + str(current_row_number)].alignment = c_c_alignment
466
            ws[col + str(current_row_number)].border = f_border
467
            ws[col + str(current_row_number)] = _('Subtotal')
468
469
            for i in range(0, ca_len):
470
                current_col_number += 1
471
                col = format_cell.get_column_letter(current_col_number)
472
473
                ws[col + str(current_row_number)].font = title_font
474
                ws[col + str(current_row_number)].alignment = c_c_alignment
475
                ws[col + str(current_row_number)].border = f_border
476
                ws[col + str(current_row_number)] = round(reporting_period_data['cumulations'][i], 2) \
477
                    if reporting_period_data['cumulations'][i] is not None else None
478
479
                current_col_number += 1
480
                col = format_cell.get_column_letter(current_col_number)
481
482
                ws[col + str(current_row_number)].font = title_font
483
                ws[col + str(current_row_number)].alignment = c_c_alignment
484
                ws[col + str(current_row_number)].border = f_border
485
                ws[col + str(current_row_number)] = round(reporting_period_data['numerator_cumulations'][i], 2) \
486
                    if reporting_period_data['numerator_cumulations'][i] is not None else None
487
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)].border = f_border
494
                ws[col + str(current_row_number)] = round(reporting_period_data['denominator_cumulations'][i], 2) \
495
                    if reporting_period_data['denominator_cumulations'][i] is not None else None
496
497
            current_row_number += 2
498
499
            for i in range(0, ca_len):
500
                line = LineChart()
501
                line.title = _('Reporting Period Cumulative Efficiency') + ' - ' + \
502
                    reporting_period_data['names'][i] + " (" + reporting_period_data['units'][i] + ")"
503
                labels = Reference(ws, min_col=2, min_row=table_start_row_number + 1, max_row=table_end_row_number)
504
                line_data = Reference(ws, min_col=3 + i * 3, min_row=table_start_row_number,
505
                                      max_row=table_end_row_number)
506
                line.add_data(line_data, titles_from_data=True)
507
                line.set_categories(labels)
508
                line_data = line.series[0]
509
                line_data.marker.symbol = "circle"
510
                line_data.smooth = True
511
                line.x_axis.crosses = 'min'
512
                line.height = 8.25
513
                line.width = 24
514
                line.dLbls = DataLabelList()
515
                line.dLbls.dLblPos = 't'
516
                line.dLbls.showVal = True
517
                line.dLbls.showPercent = False
518
                chart_col = 'B'
519
                chart_cell = chart_col + str(chart_start_row_number)
520
                chart_start_row_number += 6
521
                ws.add_chart(line, chart_cell)
522
523
                line = LineChart()
524
                line.title = _('Reporting Period Cumulative Efficiency') + ' - ' + \
525
                    reporting_period_data['names'][i] + "-" + \
526
                    reporting_period_data['numerator_names'][i] \
527
                    + " (" + reporting_period_data['numerator_units'][i] + ")"
528
                labels = Reference(ws, min_col=2, min_row=table_start_row_number + 1, max_row=table_end_row_number)
529
                line_data = Reference(ws, min_col=4 + i * 3, min_row=table_start_row_number,
530
                                      max_row=table_end_row_number)
531
                line.add_data(line_data, titles_from_data=True)
532
                line.set_categories(labels)
533
                line_data = line.series[0]
534
                line_data.marker.symbol = "circle"
535
                line_data.smooth = True
536
                line.x_axis.crosses = 'min'
537
                line.height = 8.25
538
                line.width = 24
539
                line.dLbls = DataLabelList()
540
                line.dLbls.dLblPos = 't'
541
                line.dLbls.showVal = True
542
                line.dLbls.showPercent = False
543
                chart_col = 'B'
544
                chart_cell = chart_col + str(chart_start_row_number)
545
                chart_start_row_number += 6
546
                ws.add_chart(line, chart_cell)
547
548
                line = LineChart()
549
                line.title = _('Reporting Period Cumulative Efficiency') + ' - ' + \
550
                    reporting_period_data['names'][i] + "-" + \
551
                    reporting_period_data['denominator_names'][i] \
552
                    + " (" + reporting_period_data['denominator_units'][i] + ")"
553
                labels = Reference(ws, min_col=2, min_row=table_start_row_number + 1, max_row=table_end_row_number)
554
                line_data = Reference(ws, min_col=5 + i * 3, min_row=table_start_row_number,
555
                                      max_row=table_end_row_number)
556
                line.add_data(line_data, titles_from_data=True)
557
                line.set_categories(labels)
558
                line_data = line.series[0]
559
                line_data.marker.symbol = "circle"
560
                line_data.smooth = True
561
                line.x_axis.crosses = 'min'
562
                line.height = 8.25
563
                line.width = 24
564
                line.dLbls = DataLabelList()
565
                line.dLbls.dLblPos = 't'
566
                line.dLbls.showVal = True
567
                line.dLbls.showPercent = False
568
                chart_col = 'B'
569
                chart_cell = chart_col + str(chart_start_row_number)
570
                chart_start_row_number += 6
571
                ws.add_chart(line, chart_cell)
572
    else:
573
        if has_values_data and has_timestamps_data:
574
            base_period_data = report['base_period_efficiency']
575
            reporting_period_data = report['reporting_period_efficiency']
576
            base_period_timestamps = base_period_data['timestamps']
577
            reporting_period_timestamps = reporting_period_data['timestamps']
578
            # Tip:
579
            #     base_period_data['names'] == reporting_period_data['names']
580
            #     base_period_data['units'] == reporting_period_data['units']
581
            reporting_period_data_ca_len = len(reporting_period_data['names'])
582
            base_period_data_ca_len = reporting_period_data_ca_len
583
            ws['B' + str(current_row_number)].font = title_font
584
            ws['B' + str(current_row_number)] = name + ' ' + _('Reporting Period Cumulative Efficiency')
585
586
            current_row_number += 1
587
588
            chart_start_row_number = current_row_number
589
590
            current_row_number += reporting_period_data_ca_len * 3 * 6 + 1
591
592
            if has_parameters_names_and_timestamps_and_values_data:
593
                current_sheet_parameters_row_number = current_row_number
594
                real_timestamps_len = timestamps_data_not_equal_0(report['parameters']['timestamps'])
595
                current_row_number += 6 * real_timestamps_len + 2
596
597
            ws['B' + str(current_row_number)].font = title_font
598
            ws['B' + str(current_row_number)] = name + ' ' + _('Detailed Data')
599
600
            current_row_number += 1
601
602
            table_start_row_number = current_row_number
603
604
            ws.row_dimensions[current_row_number].height = 85
605
            current_col_number = 2
606
            col = format_cell.get_column_letter(current_col_number)
607
            ws[col + str(current_row_number)].fill = table_fill
608
            ws[col + str(current_row_number)].font = title_font
609
            ws[col + str(current_row_number)].alignment = c_c_alignment
610
            ws[col + str(current_row_number)].border = f_border
611
            ws[col + str(current_row_number)] = _('Base Period') + " - " + _('Datetime')
612
613
            for i in range(0, base_period_data_ca_len):
614
                current_col_number += 1
615
                col = format_cell.get_column_letter(current_col_number)
616
617
                ws[col + str(current_row_number)].fill = table_fill
618
                ws[col + str(current_row_number)].font = title_font
619
                ws[col + str(current_row_number)].alignment = c_c_alignment
620
                ws[col + str(current_row_number)] = _('Base Period') + " - " + reporting_period_data['names'][i] + \
621
                    " (" + reporting_period_data['units'][i] + ")"
622
                ws[col + str(current_row_number)].border = f_border
623
624
                current_col_number += 1
625
                col = format_cell.get_column_letter(current_col_number)
626
627
                ws[col + str(current_row_number)].fill = table_fill
628
                ws[col + str(current_row_number)].font = title_font
629
                ws[col + str(current_row_number)].alignment = c_c_alignment
630
                ws[col + str(current_row_number)].border = f_border
631
                ws[col + str(current_row_number)] = _('Base Period') + " - " + \
632
                    reporting_period_data['names'][i] + "-" + \
633
                    reporting_period_data['numerator_names'][i] + " (" + \
634
                    reporting_period_data['numerator_units'][
635
                    i] + ")"
636
637
                current_col_number += 1
638
                col = format_cell.get_column_letter(current_col_number)
639
640
                ws[col + str(current_row_number)].fill = table_fill
641
                ws[col + str(current_row_number)].font = title_font
642
                ws[col + str(current_row_number)].alignment = c_c_alignment
643
                ws[col + str(current_row_number)].border = f_border
644
                ws[col + str(current_row_number)] = _('Base Period') + " - " + \
645
                    reporting_period_data['names'][i] + "-" + \
646
                    reporting_period_data['denominator_names'][i] + " (" + \
647
                    reporting_period_data['denominator_units'][
648
                    i] + ")"
649
650
            current_col_number += 1
651
            col = format_cell.get_column_letter(current_col_number)
652
653
            ws[col + str(current_row_number)].fill = table_fill
654
            ws[col + str(current_row_number)].font = title_font
655
            ws[col + str(current_row_number)].border = f_border
656
            ws[col + str(current_row_number)].alignment = c_c_alignment
657
            ws[col + str(current_row_number)] = _('Reporting Period') + " - " + _('Datetime')
658
659
            for i in range(0, reporting_period_data_ca_len):
660
                current_col_number += 1
661
                col = format_cell.get_column_letter(current_col_number)
662
                ws[col + str(current_row_number)].fill = table_fill
663
                ws[col + str(current_row_number)].font = title_font
664
                ws[col + str(current_row_number)].alignment = c_c_alignment
665
                ws[col + str(current_row_number)] = _('Reporting Period') + " - " \
666
                    + reporting_period_data['names'][i] + " (" + \
667
                    reporting_period_data['units'][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
673
                ws[col + str(current_row_number)].fill = table_fill
674
                ws[col + str(current_row_number)].font = title_font
675
                ws[col + str(current_row_number)].alignment = c_c_alignment
676
                ws[col + str(current_row_number)].border = f_border
677
                ws[col + str(current_row_number)] = _('Reporting Period') + " - " + \
678
                    reporting_period_data['names'][i] + "-" + \
679
                    reporting_period_data['numerator_names'][i] + " (" + \
680
                    reporting_period_data['numerator_units'][i] + ")"
681
682
                current_col_number += 1
683
                col = format_cell.get_column_letter(current_col_number)
684
685
                ws[col + str(current_row_number)].fill = table_fill
686
                ws[col + str(current_row_number)].font = title_font
687
                ws[col + str(current_row_number)].alignment = c_c_alignment
688
                ws[col + str(current_row_number)].border = f_border
689
                ws[col + str(current_row_number)] = _('Reporting Period') + " - " + \
690
                    reporting_period_data['names'][i] + "-" + \
691
                    reporting_period_data['denominator_names'][i] + " (" + \
692
                    reporting_period_data['denominator_units'][i] + ")"
693
694
            current_row_number += 1
695
696
            max_timestamps_len = len(base_period_timestamps[0]) \
697
                if len(base_period_timestamps[0]) >= len(reporting_period_timestamps[0]) \
698
                else len(reporting_period_timestamps[0])
699
700
            for i in range(0, max_timestamps_len):
701
                current_col_number = 2
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)] = base_period_timestamps[0][i] \
706
                    if i < len(base_period_timestamps[0]) else None
707
                ws[col + str(current_row_number)].border = f_border
708
709
                for j in range(0, base_period_data_ca_len):
710
                    current_col_number += 1
711
                    col = format_cell.get_column_letter(current_col_number)
712
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)] = round(base_period_data['values'][j][i], 2) \
716
                        if i < len(base_period_data['values'][j]) \
717
                        and base_period_data['values'][j][i] is not None else None
718
                    ws[col + str(current_row_number)].border = f_border
719
720
                    current_col_number += 1
721
                    col = format_cell.get_column_letter(current_col_number)
722
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['numerator_values'][j][i], 2) \
726
                        if i < len(base_period_data['numerator_values'][j]) \
727
                        and base_period_data['numerator_values'][j][i] is not None else None
728
                    ws[col + str(current_row_number)].border = f_border
729
730
                    current_col_number += 1
731
                    col = format_cell.get_column_letter(current_col_number)
732
733
                    ws[col + str(current_row_number)].font = title_font
734
                    ws[col + str(current_row_number)].alignment = c_c_alignment
735
                    ws[col + str(current_row_number)] = round(base_period_data['denominator_values'][j][i], 2) \
736
                        if i < len(base_period_data['denominator_values'][j]) \
737
                        and base_period_data['denominator_values'][j][i] is not None else None
738
                    ws[col + str(current_row_number)].border = f_border
739
                current_col_number += 1
740
                col = format_cell.get_column_letter(current_col_number)
741
742
                ws[col + str(current_row_number)].font = title_font
743
                ws[col + str(current_row_number)].alignment = c_c_alignment
744
                ws[col + str(current_row_number)] = reporting_period_timestamps[0][i] \
745
                    if i < len(reporting_period_timestamps[0]) else None
746
                ws[col + str(current_row_number)].border = f_border
747
748
                for j in range(0, reporting_period_data_ca_len):
749
                    current_col_number += 1
750
                    col = format_cell.get_column_letter(current_col_number)
751
752
                    ws[col + str(current_row_number)].font = title_font
753
                    ws[col + str(current_row_number)].alignment = c_c_alignment
754
                    ws[col + str(current_row_number)] = round(reporting_period_data['values'][j][i], 2) \
755
                        if i < len(reporting_period_data['values'][j]) \
756
                        and reporting_period_data['values'][j][i] is not None else None
757
                    ws[col + str(current_row_number)].border = f_border
758
759
                    current_col_number += 1
760
                    col = format_cell.get_column_letter(current_col_number)
761
762
                    ws[col + str(current_row_number)].font = title_font
763
                    ws[col + str(current_row_number)].alignment = c_c_alignment
764
                    ws[col + str(current_row_number)] = round(reporting_period_data['numerator_values'][j][i], 2) \
765
                        if i < len(reporting_period_data['numerator_values'][j]) \
766
                        and reporting_period_data['numerator_values'][j][i] is not None else None
767
                    ws[col + str(current_row_number)].border = f_border
768
769
                    current_col_number += 1
770
                    col = format_cell.get_column_letter(current_col_number)
771
772
                    ws[col + str(current_row_number)].font = title_font
773
                    ws[col + str(current_row_number)].alignment = c_c_alignment
774
                    ws[col + str(current_row_number)] = round(reporting_period_data['denominator_values'][j][i], 2) \
775
                        if i < len(reporting_period_data['denominator_values'][j]) \
776
                        and reporting_period_data['denominator_values'][j][i] is not None else None
777
                    ws[col + str(current_row_number)].border = f_border
778
779
                current_row_number += 1
780
781
            current_col_number = 2
782
            col = format_cell.get_column_letter(current_col_number)
783
784
            ws[col + str(current_row_number)].font = title_font
785
            ws[col + str(current_row_number)].alignment = c_c_alignment
786
            ws[col + str(current_row_number)] = _('Subtotal')
787
            ws[col + str(current_row_number)].border = f_border
788
789
            for i in range(0, base_period_data_ca_len):
790
                current_col_number += 1
791
                col = format_cell.get_column_letter(current_col_number)
792
                ws[col + str(current_row_number)].font = title_font
793
                ws[col + str(current_row_number)].alignment = c_c_alignment
794
                ws[col + str(current_row_number)] = round(base_period_data['cumulations'][i], 2) \
795
                    if base_period_data['cumulations'][i] is not None else None
796
                ws[col + str(current_row_number)].border = f_border
797
798
                current_col_number += 1
799
                col = format_cell.get_column_letter(current_col_number)
800
                ws[col + str(current_row_number)].font = title_font
801
                ws[col + str(current_row_number)].alignment = c_c_alignment
802
                ws[col + str(current_row_number)] = round(base_period_data['numerator_cumulations'][i], 2) \
803
                    if base_period_data['numerator_cumulations'][i] is not None else None
804
                ws[col + str(current_row_number)].border = f_border
805
806
                current_col_number += 1
807
                col = format_cell.get_column_letter(current_col_number)
808
                ws[col + str(current_row_number)].font = title_font
809
                ws[col + str(current_row_number)].alignment = c_c_alignment
810
                ws[col + str(current_row_number)] = round(base_period_data['denominator_cumulations'][i], 2) \
811
                    if base_period_data['denominator_cumulations'][i] is not None else None
812
                ws[col + str(current_row_number)].border = f_border
813
814
            current_col_number += 1
815
            col = format_cell.get_column_letter(current_col_number)
816
817
            ws[col + str(current_row_number)].font = title_font
818
            ws[col + str(current_row_number)].alignment = c_c_alignment
819
            ws[col + str(current_row_number)] = _('Subtotal')
820
            ws[col + str(current_row_number)].border = f_border
821
822
            for i in range(0, reporting_period_data_ca_len):
823
                current_col_number += 1
824
                col = format_cell.get_column_letter(current_col_number)
825
                ws[col + str(current_row_number)].font = title_font
826
                ws[col + str(current_row_number)].alignment = c_c_alignment
827
                ws[col + str(current_row_number)] = round(reporting_period_data['cumulations'][i], 2) \
828
                    if reporting_period_data['cumulations'][i] is not None else None
829
                ws[col + str(current_row_number)].border = f_border
830
831
                current_col_number += 1
832
                col = format_cell.get_column_letter(current_col_number)
833
                ws[col + str(current_row_number)].font = title_font
834
                ws[col + str(current_row_number)].alignment = c_c_alignment
835
                ws[col + str(current_row_number)] = round(reporting_period_data['numerator_cumulations'][i], 2) \
836
                    if reporting_period_data['numerator_cumulations'][i] is not None else None
837
                ws[col + str(current_row_number)].border = f_border
838
839
                current_col_number += 1
840
                col = format_cell.get_column_letter(current_col_number)
841
                ws[col + str(current_row_number)].font = title_font
842
                ws[col + str(current_row_number)].alignment = c_c_alignment
843
                ws[col + str(current_row_number)] = round(reporting_period_data['denominator_cumulations'][i], 2) \
844
                    if reporting_period_data['denominator_cumulations'][i] is not None else None
845
                ws[col + str(current_row_number)].border = f_border
846
847
            current_row_number += 2
848
849
            for i in range(0, reporting_period_data_ca_len):
850
                line = LineChart()
851
                line.title = _('Base Period Cumulative Efficiency') + ' / ' \
852
                    + _('Reporting Period Cumulative Efficiency') + ' - ' \
853
                    + reporting_period_data['names'][i] + " (" + reporting_period_data['units'][i] + ")"
854
                labels = Reference(ws, min_col=2 + base_period_data_ca_len * 3 + 1,
855
                                   min_row=table_start_row_number + 1,
856
                                   max_row=table_start_row_number + len(reporting_period_timestamps[0]))
857
                base_line_data = Reference(ws, min_col=3 + i * 3,
858
                                           min_row=table_start_row_number,
859
                                           max_row=table_start_row_number + len(reporting_period_timestamps[0]))
860
                reporting_line_data = Reference(ws, min_col=3 + base_period_data_ca_len * 3 + 1 + i * 3,
861
                                                min_row=table_start_row_number,
862
                                                max_row=table_start_row_number + len(reporting_period_timestamps[0]))
863
                line.add_data(base_line_data, titles_from_data=True)
864
                line.add_data(reporting_line_data, titles_from_data=True)
865
                line.set_categories(labels)
866
                for j in range(len(line.series)):
867
                    line.series[j].marker.symbol = "circle"
868
                    line.series[j].smooth = True
869
                line.x_axis.crosses = 'min'
870
                line.height = 8.25
871
                line.width = 24
872
                line.dLbls = DataLabelList()
873
                line.dLbls.dLblPos = 't'
874
                line.dLbls.showVal = True
875
                line.dLbls.showPercent = False
876
                chart_col = 'B'
877
                chart_cell = chart_col + str(chart_start_row_number)
878
                chart_start_row_number += 6
879
                ws.add_chart(line, chart_cell)
880
881
                line = LineChart()
882
                line.title = _('Base Period Cumulative Efficiency') + ' / ' \
883
                    + _('Reporting Period Cumulative Efficiency') + ' - ' \
884
                    + reporting_period_data['names'][i] + "-" \
885
                    + reporting_period_data['numerator_names'][i] \
886
                    + " (" + reporting_period_data['numerator_units'][i] + ")"
887
                labels = Reference(ws, min_col=2 + base_period_data_ca_len * 3 + 1,
888
                                   min_row=table_start_row_number + 1,
889
                                   max_row=table_start_row_number + len(reporting_period_timestamps[0]))
890
                base_line_data = Reference(ws, min_col=4 + i * 3,
891
                                           min_row=table_start_row_number,
892
                                           max_row=table_start_row_number + len(reporting_period_timestamps[0]))
893
                reporting_line_data = Reference(ws, min_col=4 + base_period_data_ca_len * 3 + 1 + i * 3,
894
                                                min_row=table_start_row_number,
895
                                                max_row=table_start_row_number + len(reporting_period_timestamps[0]))
896
                line.add_data(base_line_data, titles_from_data=True)
897
                line.add_data(reporting_line_data, titles_from_data=True)
898
                line.set_categories(labels)
899
                for j in range(len(line.series)):
900
                    line.series[j].marker.symbol = "circle"
901
                    line.series[j].smooth = True
902
                line.x_axis.crosses = 'min'
903
                line.height = 8.25
904
                line.width = 24
905
                line.dLbls = DataLabelList()
906
                line.dLbls.dLblPos = 't'
907
                line.dLbls.showVal = True
908
                line.dLbls.showPercent = False
909
                chart_col = 'B'
910
                chart_cell = chart_col + str(chart_start_row_number)
911
                chart_start_row_number += 6
912
                ws.add_chart(line, chart_cell)
913
914
                line = LineChart()
915
                line.title = _('Base Period Cumulative Efficiency') + ' / ' \
916
                    + _('Reporting Period Cumulative Efficiency') + ' - ' \
917
                    + reporting_period_data['names'][i] + "-" \
918
                    + reporting_period_data['denominator_names'][i] \
919
                    + " (" + reporting_period_data['denominator_units'][i] + ")"
920
                labels = Reference(ws, min_col=2 + base_period_data_ca_len * 3 + 1,
921
                                   min_row=table_start_row_number + 1,
922
                                   max_row=table_start_row_number + len(reporting_period_timestamps[0]))
923
                base_line_data = Reference(ws, min_col=5 + i * 3,
924
                                           min_row=table_start_row_number,
925
                                           max_row=table_start_row_number + len(reporting_period_timestamps[0]))
926
                reporting_line_data = Reference(ws, min_col=5 + base_period_data_ca_len * 3 + 1 + i * 3,
927
                                                min_row=table_start_row_number,
928
                                                max_row=table_start_row_number + len(reporting_period_timestamps[0]))
929
                line.add_data(base_line_data, titles_from_data=True)
930
                line.add_data(reporting_line_data, titles_from_data=True)
931
                line.set_categories(labels)
932
                for j in range(len(line.series)):
933
                    line.series[j].marker.symbol = "circle"
934
                    line.series[j].smooth = True
935
                line.x_axis.crosses = 'min'
936
                line.height = 8.25
937
                line.width = 24
938
                line.dLbls = DataLabelList()
939
                line.dLbls.dLblPos = 't'
940
                line.dLbls.showVal = True
941
                line.dLbls.showPercent = False
942
                chart_col = 'B'
943
                chart_cell = chart_col + str(chart_start_row_number)
944
                chart_start_row_number += 6
945
                ws.add_chart(line, chart_cell)
946
947
    ####################################################################################################################
948
    has_associated_equipment_flag = True
949
950
    if "associated_equipment" not in report.keys() or \
951
            "energy_category_names" not in report['associated_equipment'].keys() or \
952
            len(report['associated_equipment']["energy_category_names"]) == 0 \
953
            or 'associated_equipment_names_array' not in report['associated_equipment'].keys() \
954
            or report['associated_equipment']['associated_equipment_names_array'] is None \
955
            or len(report['associated_equipment']['associated_equipment_names_array']) == 0 \
956
            or len(report['associated_equipment']['associated_equipment_names_array'][0]) == 0:
957
        has_associated_equipment_flag = False
958
959
    if has_associated_equipment_flag:
960
        associated_equipment = report['associated_equipment']
961
962
        ws['B' + str(current_row_number)].font = title_font
963
        ws['B' + str(current_row_number)] = name + ' ' + _('Associated Equipment Data')
964
965
        current_row_number += 1
966
967
        ws.row_dimensions[current_row_number].height = 60
968
        ws['B' + str(current_row_number)].fill = table_fill
969
        ws['B' + str(current_row_number)].font = name_font
970
        ws['B' + str(current_row_number)].alignment = c_c_alignment
971
        ws['B' + str(current_row_number)].border = f_border
972
        ws['B' + str(current_row_number)] = _('Associated Equipment')
973
        ca_len = len(associated_equipment['energy_category_names'])
974
975
        for i in range(0, ca_len):
976
            row = chr(ord('C') + i)
977
            ws[row + str(current_row_number)].fill = table_fill
978
            ws[row + str(current_row_number)].font = name_font
979
            ws[row + str(current_row_number)].alignment = c_c_alignment
980
            ws[row + str(current_row_number)].border = f_border
981
            ws[row + str(current_row_number)] = \
982
                associated_equipment['energy_category_names'][i] + " (" + associated_equipment['units'][i] + ")"
983
984
        associated_equipment_len = len(associated_equipment['associated_equipment_names_array'][0])
985
986
        for i in range(0, associated_equipment_len):
987
            current_row_number += 1
988
            row = str(current_row_number)
989
990
            ws['B' + row].font = title_font
991
            ws['B' + row].alignment = c_c_alignment
992
            ws['B' + row] = associated_equipment['associated_equipment_names_array'][0][i]
993
            ws['B' + row].border = f_border
994
995
            for j in range(0, ca_len):
996
                col = chr(ord('C') + j)
997
                ws[col + row].font = title_font
998
                ws[col + row].alignment = c_c_alignment
999
                ws[col + row] = round(associated_equipment['subtotals_array'][j][i], 2)
1000
                ws[col + row].border = f_border
1001
    ####################################################################################################################
1002
1003 View Code Duplication
    if has_parameters_names_and_timestamps_and_values_data:
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1004
1005
        ################################################################################################################
1006
        # new worksheet
1007
        ################################################################################################################
1008
1009
        parameters_data = report['parameters']
1010
        parameters_names_len = len(parameters_data['names'])
1011
1012
        file_name = (re.sub(r'[^A-Z]', '', ws.title))+'_'
1013
        parameters_ws = wb.create_sheet(file_name + _('Parameters'))
1014
1015
        parameters_timestamps_data_max_len = \
1016
            get_parameters_timestamps_lists_max_len(list(parameters_data['timestamps']))
1017
1018
        # Row height
1019
        parameters_ws.row_dimensions[1].height = 102
1020
        for i in range(2, 7 + 1):
1021
            parameters_ws.row_dimensions[i].height = 42
1022
1023
        for i in range(8, parameters_timestamps_data_max_len + 10):
1024
            parameters_ws.row_dimensions[i].height = 60
1025
1026
        # Col width
1027
        parameters_ws.column_dimensions['A'].width = 1.5
1028
1029
        parameters_ws.column_dimensions['B'].width = 25.0
1030
1031
        for i in range(3, 12+parameters_names_len*3):
1032
            parameters_ws.column_dimensions[format_cell.get_column_letter(i)].width = 15.0
1033
1034
        # Img
1035
        img = Image("excelexporters/myems.png")
1036
        parameters_ws.add_image(img, 'A1')
1037
1038
        # Title
1039
        parameters_ws['B3'].alignment = b_r_alignment
1040
        parameters_ws['B3'] = _('Name') + ':'
1041
        parameters_ws['C3'].border = b_border
1042
        parameters_ws['C3'].alignment = b_c_alignment
1043
        parameters_ws['C3'] = name
1044
1045
        parameters_ws['D3'].alignment = b_r_alignment
1046
        parameters_ws['D3'] = _('Period Type') + ':'
1047
        parameters_ws['E3'].border = b_border
1048
        parameters_ws['E3'].alignment = b_c_alignment
1049
        parameters_ws['E3'] = period_type
1050
1051
        parameters_ws['B4'].alignment = b_r_alignment
1052
        parameters_ws['B4'] = _('Reporting Start Datetime') + ':'
1053
        parameters_ws['C4'].border = b_border
1054
        parameters_ws['C4'].alignment = b_c_alignment
1055
        parameters_ws['C4'] = reporting_start_datetime_local
1056
1057
        parameters_ws['D4'].alignment = b_r_alignment
1058
        parameters_ws['D4'] = _('Reporting End Datetime') + ':'
1059
        parameters_ws['E4'].border = b_border
1060
        parameters_ws['E4'].alignment = b_c_alignment
1061
        parameters_ws['E4'] = reporting_end_datetime_local
1062
1063
        parameters_ws_current_row_number = 6
1064
1065
        parameters_ws['B' + str(parameters_ws_current_row_number)].font = title_font
1066
        parameters_ws['B' + str(parameters_ws_current_row_number)] = name + ' ' + _('Parameters')
1067
1068
        parameters_ws_current_row_number += 1
1069
1070
        parameters_table_start_row_number = parameters_ws_current_row_number
1071
1072
        parameters_ws.row_dimensions[parameters_ws_current_row_number].height = 80
1073
1074
        parameters_ws_current_row_number += 1
1075
1076
        table_current_col_number = 2
1077
1078
        for i in range(0, parameters_names_len):
1079
1080
            if len(parameters_data['timestamps'][i]) == 0:
1081
                continue
1082
1083
            col = format_cell.get_column_letter(table_current_col_number)
1084
1085
            parameters_ws[col + str(parameters_ws_current_row_number-1)].fill = table_fill
1086
            parameters_ws[col + str(parameters_ws_current_row_number-1)].border = f_border
1087
1088
            col = format_cell.get_column_letter(table_current_col_number + 1)
1089
1090
            parameters_ws[col + str(parameters_ws_current_row_number-1)].fill = table_fill
1091
            parameters_ws[col + str(parameters_ws_current_row_number-1)].border = f_border
1092
            parameters_ws[col + str(parameters_ws_current_row_number-1)].font = name_font
1093
            parameters_ws[col + str(parameters_ws_current_row_number-1)].alignment = c_c_alignment
1094
            parameters_ws[col + str(parameters_ws_current_row_number-1)] = parameters_data['names'][i]
1095
1096
            table_current_row_number = parameters_ws_current_row_number
1097
1098
            for j, value in enumerate(list(parameters_data['timestamps'][i])):
1099
                col = format_cell.get_column_letter(table_current_col_number)
1100
1101
                parameters_ws[col + str(table_current_row_number)].border = f_border
1102
                parameters_ws[col + str(table_current_row_number)].font = title_font
1103
                parameters_ws[col + str(table_current_row_number)].alignment = c_c_alignment
1104
                parameters_ws[col + str(table_current_row_number)] = value
1105
1106
                col = format_cell.get_column_letter(table_current_col_number + 1)
1107
1108
                parameters_ws[col + str(table_current_row_number)].border = f_border
1109
                parameters_ws[col + str(table_current_row_number)].font = title_font
1110
                parameters_ws[col + str(table_current_row_number)].alignment = c_c_alignment
1111
                parameters_ws[col + str(table_current_row_number)] = round(parameters_data['values'][i][j], 2)
1112
1113
                table_current_row_number += 1
1114
1115
            table_current_col_number = table_current_col_number + 3
1116
1117
        ################################################################################################################
1118
        # parameters chart and parameters table
1119
        ################################################################################################################
1120
1121
        ws['B' + str(current_sheet_parameters_row_number)].font = title_font
1122
        ws['B' + str(current_sheet_parameters_row_number)] = name + ' ' + _('Parameters')
1123
1124
        current_sheet_parameters_row_number += 1
1125
1126
        chart_start_row_number = current_sheet_parameters_row_number
1127
1128
        col_index = 0
1129
1130
        for i in range(0, parameters_names_len):
1131
1132
            if len(parameters_data['timestamps'][i]) == 0:
1133
                continue
1134
1135
            line = LineChart()
1136
            data_col = 3+col_index*3
1137
            labels_col = 2+col_index*3
1138
            col_index += 1
1139
            line.title = _('Parameters') + ' - ' + \
1140
                parameters_ws.cell(row=parameters_table_start_row_number, column=data_col).value
1141
            labels = Reference(parameters_ws, min_col=labels_col, min_row=parameters_table_start_row_number + 1,
1142
                               max_row=(len(parameters_data['timestamps'][i])+parameters_table_start_row_number))
1143
            line_data = Reference(parameters_ws, min_col=data_col, min_row=parameters_table_start_row_number,
1144
                                  max_row=(len(parameters_data['timestamps'][i])+parameters_table_start_row_number))
1145
            line.add_data(line_data, titles_from_data=True)
1146
            line.set_categories(labels)
1147
            line_data = line.series[0]
1148
            line_data.marker.symbol = "circle"
1149
            line_data.smooth = True
1150
            line.x_axis.crosses = 'min'
1151
            line.height = 8.25
1152
            line.width = 24
1153
            line.dLbls = DataLabelList()
1154
            line.dLbls.dLblPos = 't'
1155
            line.dLbls.showVal = False
1156
            line.dLbls.showPercent = False
1157
            chart_col = 'B'
1158
            chart_cell = chart_col + str(chart_start_row_number)
1159
            chart_start_row_number += 6
1160
            ws.add_chart(line, chart_cell)
1161
1162
        current_sheet_parameters_row_number = chart_start_row_number
1163
1164
        current_sheet_parameters_row_number += 1
1165
1166
    filename = str(uuid.uuid4()) + '.xlsx'
1167
    wb.save(filename)
1168
1169
    return filename
1170
1171
1172
def get_parameters_timestamps_lists_max_len(parameters_timestamps_lists):
1173
    max_len = 0
1174
    for i, value in enumerate(list(parameters_timestamps_lists)):
1175
        if len(value) > max_len:
1176
            max_len = len(value)
1177
1178
    return max_len
1179
1180
1181
def timestamps_data_all_equal_0(lists):
1182
    for i, value in enumerate(list(lists)):
1183
        if len(value) > 0:
1184
            return False
1185
1186
    return True
1187
1188
1189
def timestamps_data_not_equal_0(lists):
1190
    number = 0
1191
    for i, value in enumerate(list(lists)):
1192
        if len(value) > 0:
1193
            number += 1
1194
    return number
1195
1196
1197 View Code Duplication
def is_base_period_timestamp_exists(base_period_data):
0 ignored issues
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Duplication introduced by
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1198
    timestamps = base_period_data['timestamps']
1199
1200
    if len(timestamps) == 0:
1201
        return False
1202
1203
    for timestamp in timestamps:
1204
        if len(timestamp) > 0:
1205
            return True
1206
1207
    return False
1208