591 lines
23 KiB
Python
591 lines
23 KiB
Python
import base64
|
|
import uuid
|
|
import os
|
|
from openpyxl.chart import LineChart, Reference
|
|
from openpyxl.styles import PatternFill, Border, Side, Alignment, Font
|
|
from openpyxl.drawing.image import Image
|
|
from openpyxl import Workbook
|
|
from openpyxl.chart.label import DataLabelList
|
|
import openpyxl.utils.cell as format_cell
|
|
|
|
|
|
########################################################################################################################
|
|
# PROCEDURES
|
|
# Step 1: Validate the report data
|
|
# Step 2: Generate excel file
|
|
# Step 3: Encode the excel file bytes to Base64
|
|
########################################################################################################################
|
|
|
|
|
|
def export(report,
|
|
name,
|
|
reporting_start_datetime_local,
|
|
reporting_end_datetime_local,
|
|
period_type):
|
|
####################################################################################################################
|
|
# Step 1: Validate the report data
|
|
####################################################################################################################
|
|
if report is None:
|
|
return None
|
|
print(report)
|
|
|
|
####################################################################################################################
|
|
# Step 2: Generate excel file from the report data
|
|
####################################################################################################################
|
|
filename = generate_excel(report,
|
|
name,
|
|
reporting_start_datetime_local,
|
|
reporting_end_datetime_local,
|
|
period_type)
|
|
####################################################################################################################
|
|
# Step 3: Encode the excel file to Base64
|
|
####################################################################################################################
|
|
binary_file_data = b''
|
|
try:
|
|
with open(filename, 'rb') as binary_file:
|
|
binary_file_data = binary_file.read()
|
|
except IOError as ex:
|
|
pass
|
|
|
|
# Base64 encode the bytes
|
|
base64_encoded_data = base64.b64encode(binary_file_data)
|
|
# get the Base64 encoded data using human-readable characters.
|
|
base64_message = base64_encoded_data.decode('utf-8')
|
|
# delete the file from server
|
|
try:
|
|
os.remove(filename)
|
|
except NotImplementedError as ex:
|
|
pass
|
|
return base64_message
|
|
|
|
|
|
def generate_excel(report,
|
|
name,
|
|
reporting_start_datetime_local,
|
|
reporting_end_datetime_local,
|
|
period_type):
|
|
wb = Workbook()
|
|
ws = wb.active
|
|
ws.title = "CombinedEquipmentEfficiency"
|
|
|
|
# Row height
|
|
ws.row_dimensions[1].height = 102
|
|
for i in range(2, 2000 + 1):
|
|
ws.row_dimensions[i].height = 42
|
|
|
|
# Col width
|
|
ws.column_dimensions['A'].width = 1.5
|
|
|
|
ws.column_dimensions['B'].width = 25.0
|
|
|
|
for i in range(ord('C'), ord('L')):
|
|
ws.column_dimensions[chr(i)].width = 15.0
|
|
|
|
# Font
|
|
name_font = Font(name='Arial', size=15, bold=True)
|
|
title_font = Font(name='Arial', size=15, bold=True)
|
|
|
|
table_fill = PatternFill(fill_type='solid', fgColor='1F497D')
|
|
f_border = Border(left=Side(border_style='medium', color='00000000'),
|
|
right=Side(border_style='medium', color='00000000'),
|
|
bottom=Side(border_style='medium', color='00000000'),
|
|
top=Side(border_style='medium', color='00000000')
|
|
)
|
|
b_border = Border(
|
|
bottom=Side(border_style='medium', color='00000000'),
|
|
)
|
|
|
|
b_c_alignment = Alignment(vertical='bottom',
|
|
horizontal='center',
|
|
text_rotation=0,
|
|
wrap_text=True,
|
|
shrink_to_fit=False,
|
|
indent=0)
|
|
c_c_alignment = Alignment(vertical='center',
|
|
horizontal='center',
|
|
text_rotation=0,
|
|
wrap_text=True,
|
|
shrink_to_fit=False,
|
|
indent=0)
|
|
b_r_alignment = Alignment(vertical='bottom',
|
|
horizontal='right',
|
|
text_rotation=0,
|
|
wrap_text=True,
|
|
shrink_to_fit=False,
|
|
indent=0)
|
|
# Img
|
|
img = Image("excelexporters/myems.png")
|
|
ws.add_image(img, 'A1')
|
|
|
|
# Title
|
|
ws.row_dimensions[3].height = 60
|
|
|
|
ws['B3'].font = name_font
|
|
ws['B3'].alignment = b_r_alignment
|
|
ws['B3'] = 'Name:'
|
|
ws['C3'].border = b_border
|
|
ws['C3'].alignment = b_c_alignment
|
|
ws['C3'].font = name_font
|
|
ws['C3'] = name
|
|
|
|
ws['D3'].font = name_font
|
|
ws['D3'].alignment = b_r_alignment
|
|
ws['D3'] = 'Period:'
|
|
ws['E3'].border = b_border
|
|
ws['E3'].alignment = b_c_alignment
|
|
ws['E3'].font = name_font
|
|
ws['E3'] = period_type
|
|
|
|
ws['F3'].font = name_font
|
|
ws['F3'].alignment = b_r_alignment
|
|
ws['F3'] = 'Date:'
|
|
ws['G3'].border = b_border
|
|
ws['G3'].alignment = b_c_alignment
|
|
ws['G3'].font = name_font
|
|
ws['G3'] = reporting_start_datetime_local + "__" + reporting_end_datetime_local
|
|
ws.merge_cells("G3:H3")
|
|
|
|
if "reporting_period_efficiency" not in report.keys() or \
|
|
"names" not in report['reporting_period_efficiency'].keys() or len(
|
|
report['reporting_period_efficiency']['names']) == 0:
|
|
filename = str(uuid.uuid4()) + '.xlsx'
|
|
wb.save(filename)
|
|
|
|
return filename
|
|
|
|
####################################################################################################################
|
|
|
|
current_row_number = 6
|
|
|
|
reporting_period_data = report['reporting_period_efficiency']
|
|
|
|
has_names_data_flag = True
|
|
|
|
if "names" not in reporting_period_data.keys() or \
|
|
reporting_period_data['names'] is None or \
|
|
len(reporting_period_data['names']) == 0:
|
|
has_names_data_flag = False
|
|
|
|
if has_names_data_flag:
|
|
ws['B' + str(current_row_number)].font = title_font
|
|
ws['B' + str(current_row_number)] = name + ' ' + 'Reporting Period Cumulative Efficiency'
|
|
|
|
current_row_number += 1
|
|
|
|
category = reporting_period_data['names']
|
|
ca_len = len(category)
|
|
|
|
ws.row_dimensions[current_row_number].height = 80
|
|
ws['B' + str(current_row_number)].fill = table_fill
|
|
ws['B' + str(current_row_number)].border = f_border
|
|
|
|
col = 'C'
|
|
|
|
for i in range(0, ca_len):
|
|
ws[col + str(current_row_number)].fill = table_fill
|
|
ws[col + str(current_row_number)].font = name_font
|
|
ws[col + str(current_row_number)].alignment = c_c_alignment
|
|
ws[col + str(current_row_number)].border = f_border
|
|
ws[col + str(current_row_number)] = \
|
|
reporting_period_data['names'][i] + " (" + reporting_period_data['units'][i] + ")"
|
|
|
|
col = chr(ord(col) + 1)
|
|
|
|
current_row_number += 1
|
|
|
|
ws['B' + str(current_row_number)].font = title_font
|
|
ws['B' + str(current_row_number)].alignment = c_c_alignment
|
|
ws['B' + str(current_row_number)].border = f_border
|
|
ws['B' + str(current_row_number)] = 'Cumulative Efficiency'
|
|
|
|
col = 'C'
|
|
|
|
for i in range(0, ca_len):
|
|
ws[col + str(current_row_number)].font = name_font
|
|
ws[col + str(current_row_number)].alignment = c_c_alignment
|
|
ws[col + str(current_row_number)].border = f_border
|
|
ws[col + str(current_row_number)] = round(reporting_period_data['cumulations'][i], 2)
|
|
|
|
col = chr(ord(col) + 1)
|
|
|
|
current_row_number += 1
|
|
|
|
ws['B' + str(current_row_number)].font = title_font
|
|
ws['B' + str(current_row_number)].alignment = c_c_alignment
|
|
ws['B' + str(current_row_number)].border = f_border
|
|
ws['B' + str(current_row_number)] = 'Increment Rate'
|
|
|
|
col = 'C'
|
|
|
|
for i in range(0, ca_len):
|
|
ws[col + str(current_row_number)].font = name_font
|
|
ws[col + str(current_row_number)].alignment = c_c_alignment
|
|
ws[col + str(current_row_number)].border = f_border
|
|
ws[col + str(current_row_number)] = str(
|
|
round(reporting_period_data['increment_rates'][i] * 100, 2)) + '%' \
|
|
if reporting_period_data['increment_rates'][i] is not None else '-'
|
|
|
|
col = chr(ord(col) + 1)
|
|
|
|
current_row_number += 2
|
|
|
|
####################################################################################################################
|
|
|
|
has_parameters_names_and_timestamps_and_values_data = True
|
|
current_sheet_parameters_row_number = current_row_number
|
|
|
|
if 'parameters' not in report.keys() or \
|
|
report['parameters'] is None or \
|
|
'names' not in report['parameters'].keys() or \
|
|
report['parameters']['names'] is None or \
|
|
len(report['parameters']['names']) == 0 or \
|
|
'timestamps' not in report['parameters'].keys() or \
|
|
report['parameters']['timestamps'] is None or \
|
|
len(report['parameters']['timestamps']) == 0 or \
|
|
'values' not in report['parameters'].keys() or \
|
|
report['parameters']['values'] is None or \
|
|
len(report['parameters']['values']) == 0 or \
|
|
timestamps_data_all_equal_0(report['parameters']['timestamps']):
|
|
|
|
has_parameters_names_and_timestamps_and_values_data = False
|
|
|
|
#####################################
|
|
|
|
has_values_data = True
|
|
has_timestamps_data = True
|
|
|
|
if 'values' not in reporting_period_data.keys() or \
|
|
reporting_period_data['values'] is None or \
|
|
len(reporting_period_data['values']) == 0:
|
|
has_values_data = False
|
|
|
|
if 'timestamps' not in reporting_period_data.keys() or \
|
|
reporting_period_data['timestamps'] is None or \
|
|
len(reporting_period_data['timestamps']) == 0 or \
|
|
len(reporting_period_data['timestamps'][0]) == 0:
|
|
has_timestamps_data = False
|
|
|
|
if has_values_data and has_timestamps_data:
|
|
ca_len = len(reporting_period_data['names'])
|
|
time = reporting_period_data['timestamps'][0]
|
|
|
|
ws['B' + str(current_row_number)].font = title_font
|
|
ws['B' + str(current_row_number)] = name + ' ' + 'Reporting Period Cumulative Efficiency'
|
|
|
|
current_row_number += 1
|
|
|
|
chart_start_row_number = current_row_number
|
|
|
|
current_row_number += ca_len * 6 + 1
|
|
|
|
if has_parameters_names_and_timestamps_and_values_data:
|
|
current_sheet_parameters_row_number = current_row_number
|
|
real_timestamps_len = timestamps_data_not_equal_0(report['parameters']['timestamps'])
|
|
current_row_number += 6*real_timestamps_len + 2
|
|
|
|
ws['B' + str(current_row_number)].font = title_font
|
|
ws['B' + str(current_row_number)] = name + ' ' + 'Detailed Data'
|
|
|
|
current_row_number += 1
|
|
|
|
table_start_row_number = current_row_number
|
|
|
|
ws.row_dimensions[current_row_number].height = 85
|
|
ws['B' + str(current_row_number)].fill = table_fill
|
|
ws['B' + str(current_row_number)].font = title_font
|
|
ws['B' + str(current_row_number)].alignment = c_c_alignment
|
|
ws['B' + str(current_row_number)].border = f_border
|
|
ws['B' + str(current_row_number)] = 'Datetime'
|
|
|
|
col = 'C'
|
|
|
|
for i in range(0, ca_len):
|
|
ws[col + str(current_row_number)].fill = table_fill
|
|
ws[col + str(current_row_number)].font = title_font
|
|
ws[col + str(current_row_number)].alignment = c_c_alignment
|
|
ws[col + str(current_row_number)].border = f_border
|
|
ws[col + str(current_row_number)] = \
|
|
reporting_period_data['names'][i] + " (" + reporting_period_data['units'][i] + ")"
|
|
col = chr(ord(col) + 1)
|
|
|
|
current_row_number += 1
|
|
|
|
for i in range(0, len(time)):
|
|
ws['B' + str(current_row_number)].font = title_font
|
|
ws['B' + str(current_row_number)].alignment = c_c_alignment
|
|
ws['B' + str(current_row_number)].border = f_border
|
|
ws['B' + str(current_row_number)] = time[i]
|
|
|
|
col = 'C'
|
|
for j in range(0, ca_len):
|
|
ws[col + str(current_row_number)].font = title_font
|
|
ws[col + str(current_row_number)].alignment = c_c_alignment
|
|
ws[col + str(current_row_number)].border = f_border
|
|
ws[col + str(current_row_number)] = round(reporting_period_data['values'][j][i], 2) \
|
|
if reporting_period_data['values'][j][i] is not None else 0.00
|
|
col = chr(ord(col) + 1)
|
|
|
|
current_row_number += 1
|
|
|
|
table_end_row_number = current_row_number - 1
|
|
|
|
ws['B' + str(current_row_number)].font = title_font
|
|
ws['B' + str(current_row_number)].alignment = c_c_alignment
|
|
ws['B' + str(current_row_number)].border = f_border
|
|
ws['B' + str(current_row_number)] = 'Subtotal'
|
|
|
|
col = 'C'
|
|
|
|
for i in range(0, ca_len):
|
|
ws[col + str(current_row_number)].font = title_font
|
|
ws[col + str(current_row_number)].alignment = c_c_alignment
|
|
ws[col + str(current_row_number)].border = f_border
|
|
ws[col + str(current_row_number)] = round(reporting_period_data['cumulations'][i], 2)
|
|
col = chr(ord(col) + 1)
|
|
|
|
current_row_number += 2
|
|
|
|
format_time_width_number = 1.0
|
|
min_len_number = 1.0
|
|
min_width_number = 11.0 # format_time_width_number * min_len_number + 4 and min_width_number > 11.0
|
|
|
|
if period_type == 'hourly':
|
|
format_time_width_number = 4.0
|
|
min_len_number = 2
|
|
min_width_number = 12.0
|
|
elif period_type == 'daily':
|
|
format_time_width_number = 2.5
|
|
min_len_number = 4
|
|
min_width_number = 14.0
|
|
elif period_type == 'monthly':
|
|
format_time_width_number = 2.1
|
|
min_len_number = 4
|
|
min_width_number = 12.4
|
|
elif period_type == 'yearly':
|
|
format_time_width_number = 1.5
|
|
min_len_number = 5
|
|
min_width_number = 11.5
|
|
|
|
for i in range(0, ca_len):
|
|
line = LineChart()
|
|
line.title = 'Reporting Period Cumulative Efficiency - ' + \
|
|
reporting_period_data['names'][i] + " (" + reporting_period_data['units'][i] + ")"
|
|
labels = Reference(ws, min_col=2, min_row=table_start_row_number + 1, max_row=table_end_row_number)
|
|
line_data = Reference(ws, min_col=3 + i, min_row=table_start_row_number, max_row=table_end_row_number)
|
|
line.add_data(line_data, titles_from_data=True)
|
|
line.set_categories(labels)
|
|
line_data = line.series[0]
|
|
line_data.marker.symbol = "circle"
|
|
line_data.smooth = True
|
|
line.x_axis.crosses = 'min'
|
|
line.height = 8.25
|
|
line.width = format_time_width_number * len(time) if len(time) > min_len_number else min_width_number
|
|
if line.width > 24:
|
|
line.width = 24
|
|
line.dLbls = DataLabelList()
|
|
line.dLbls.dLblPos = 't'
|
|
line.dLbls.showVal = True
|
|
line.dLbls.showPercent = False
|
|
chart_col = 'B'
|
|
chart_cell = chart_col + str(chart_start_row_number)
|
|
chart_start_row_number += 6
|
|
ws.add_chart(line, chart_cell)
|
|
|
|
####################################################################################################################
|
|
|
|
if has_parameters_names_and_timestamps_and_values_data:
|
|
|
|
################################################################################################################
|
|
# new worksheet
|
|
################################################################################################################
|
|
|
|
parameters_data = report['parameters']
|
|
parameters_names_len = len(parameters_data['names'])
|
|
|
|
file_name = __file__.split('/')[-1].replace(".py", "")
|
|
parameters_ws = wb.create_sheet(file_name + 'Parameters')
|
|
|
|
parameters_timestamps_data_max_len = \
|
|
get_parameters_timestamps_lists_max_len(list(parameters_data['timestamps']))
|
|
|
|
# Row height
|
|
parameters_ws.row_dimensions[1].height = 102
|
|
for i in range(2, 7 + 1):
|
|
parameters_ws.row_dimensions[i].height = 42
|
|
|
|
for i in range(8, parameters_timestamps_data_max_len + 10):
|
|
parameters_ws.row_dimensions[i].height = 60
|
|
|
|
# Col width
|
|
parameters_ws.column_dimensions['A'].width = 1.5
|
|
|
|
parameters_ws.column_dimensions['B'].width = 25.0
|
|
|
|
for i in range(3, 12+parameters_names_len*3):
|
|
parameters_ws.column_dimensions[format_cell.get_column_letter(i)].width = 15.0
|
|
|
|
# Img
|
|
img = Image("excelexporters/myems.png")
|
|
parameters_ws.add_image(img, 'A1')
|
|
|
|
# Title
|
|
parameters_ws.row_dimensions[3].height = 60
|
|
|
|
parameters_ws['B3'].font = name_font
|
|
parameters_ws['B3'].alignment = b_r_alignment
|
|
parameters_ws['B3'] = 'Name:'
|
|
parameters_ws['C3'].border = b_border
|
|
parameters_ws['C3'].alignment = b_c_alignment
|
|
parameters_ws['C3'].font = name_font
|
|
parameters_ws['C3'] = name
|
|
|
|
parameters_ws['D3'].font = name_font
|
|
parameters_ws['D3'].alignment = b_r_alignment
|
|
parameters_ws['D3'] = 'Period:'
|
|
parameters_ws['E3'].border = b_border
|
|
parameters_ws['E3'].alignment = b_c_alignment
|
|
parameters_ws['E3'].font = name_font
|
|
parameters_ws['E3'] = period_type
|
|
|
|
parameters_ws['F3'].font = name_font
|
|
parameters_ws['F3'].alignment = b_r_alignment
|
|
parameters_ws['F3'] = 'Date:'
|
|
parameters_ws['G3'].border = b_border
|
|
parameters_ws['G3'].alignment = b_c_alignment
|
|
parameters_ws['G3'].font = name_font
|
|
parameters_ws['G3'] = reporting_start_datetime_local + "__" + reporting_end_datetime_local
|
|
parameters_ws.merge_cells("G3:H3")
|
|
|
|
parameters_ws_current_row_number = 6
|
|
|
|
parameters_ws['B' + str(parameters_ws_current_row_number)].font = title_font
|
|
parameters_ws['B' + str(parameters_ws_current_row_number)] = name + ' ' + 'Parameters'
|
|
|
|
parameters_ws_current_row_number += 1
|
|
|
|
parameters_table_start_row_number = parameters_ws_current_row_number
|
|
|
|
parameters_ws.row_dimensions[parameters_ws_current_row_number].height = 80
|
|
|
|
parameters_ws_current_row_number += 1
|
|
|
|
table_current_col_number = 2
|
|
|
|
for i in range(0, parameters_names_len):
|
|
|
|
if len(parameters_data['timestamps'][i]) == 0:
|
|
continue
|
|
|
|
col = format_cell.get_column_letter(table_current_col_number)
|
|
|
|
parameters_ws[col + str(parameters_ws_current_row_number-1)].fill = table_fill
|
|
parameters_ws[col + str(parameters_ws_current_row_number-1)].border = f_border
|
|
|
|
col = format_cell.get_column_letter(table_current_col_number + 1)
|
|
|
|
parameters_ws[col + str(parameters_ws_current_row_number-1)].fill = table_fill
|
|
parameters_ws[col + str(parameters_ws_current_row_number-1)].border = f_border
|
|
parameters_ws[col + str(parameters_ws_current_row_number-1)].font = name_font
|
|
parameters_ws[col + str(parameters_ws_current_row_number-1)].alignment = c_c_alignment
|
|
parameters_ws[col + str(parameters_ws_current_row_number-1)] = parameters_data['names'][i]
|
|
|
|
table_current_row_number = parameters_ws_current_row_number
|
|
|
|
for j, value in enumerate(list(parameters_data['timestamps'][i])):
|
|
col = format_cell.get_column_letter(table_current_col_number)
|
|
|
|
parameters_ws[col + str(table_current_row_number)].border = f_border
|
|
parameters_ws[col + str(table_current_row_number)].font = title_font
|
|
parameters_ws[col + str(table_current_row_number)].alignment = c_c_alignment
|
|
parameters_ws[col + str(table_current_row_number)] = value
|
|
|
|
col = format_cell.get_column_letter(table_current_col_number + 1)
|
|
|
|
parameters_ws[col + str(table_current_row_number)].border = f_border
|
|
parameters_ws[col + str(table_current_row_number)].font = title_font
|
|
parameters_ws[col + str(table_current_row_number)].alignment = c_c_alignment
|
|
parameters_ws[col + str(table_current_row_number)] = round(parameters_data['values'][i][j], 2)
|
|
|
|
table_current_row_number += 1
|
|
|
|
table_current_col_number = table_current_col_number + 3
|
|
|
|
################################################################################################################
|
|
# parameters chart and parameters table
|
|
################################################################################################################
|
|
|
|
ws['B' + str(current_sheet_parameters_row_number)].font = title_font
|
|
ws['B' + str(current_sheet_parameters_row_number)] = name + ' ' + 'Parameters'
|
|
|
|
current_sheet_parameters_row_number += 1
|
|
|
|
chart_start_row_number = current_sheet_parameters_row_number
|
|
|
|
col_index = 0
|
|
|
|
for i in range(0, parameters_names_len):
|
|
|
|
if len(parameters_data['timestamps'][i]) == 0:
|
|
continue
|
|
|
|
line = LineChart()
|
|
data_col = 3+col_index*3
|
|
labels_col = 2+col_index*3
|
|
col_index += 1
|
|
line.title = 'Parameters - ' + \
|
|
parameters_ws.cell(row=parameters_table_start_row_number, column=data_col).value
|
|
labels = Reference(parameters_ws, min_col=labels_col, min_row=parameters_table_start_row_number + 1,
|
|
max_row=(len(parameters_data['timestamps'][i])+parameters_table_start_row_number))
|
|
line_data = Reference(parameters_ws, min_col=data_col, min_row=parameters_table_start_row_number,
|
|
max_row=(len(parameters_data['timestamps'][i])+parameters_table_start_row_number))
|
|
line.add_data(line_data, titles_from_data=True)
|
|
line.set_categories(labels)
|
|
line_data = line.series[0]
|
|
line_data.marker.symbol = "circle"
|
|
line_data.smooth = True
|
|
line.x_axis.crosses = 'min'
|
|
line.height = 8.25
|
|
line.width = 24
|
|
line.dLbls = DataLabelList()
|
|
line.dLbls.dLblPos = 't'
|
|
line.dLbls.showVal = False
|
|
line.dLbls.showPercent = False
|
|
chart_col = 'B'
|
|
chart_cell = chart_col + str(chart_start_row_number)
|
|
chart_start_row_number += 6
|
|
ws.add_chart(line, chart_cell)
|
|
|
|
current_sheet_parameters_row_number = chart_start_row_number
|
|
|
|
current_sheet_parameters_row_number += 1
|
|
|
|
filename = str(uuid.uuid4()) + '.xlsx'
|
|
wb.save(filename)
|
|
|
|
return filename
|
|
|
|
|
|
def get_parameters_timestamps_lists_max_len(parameters_timestamps_lists):
|
|
max_len = 0
|
|
for i, value in enumerate(list(parameters_timestamps_lists)):
|
|
if len(value) > max_len:
|
|
max_len = len(value)
|
|
|
|
return max_len
|
|
|
|
|
|
def timestamps_data_all_equal_0(lists):
|
|
for i, value in enumerate(list(lists)):
|
|
if len(value) > 0:
|
|
return False
|
|
|
|
return True
|
|
|
|
|
|
def timestamps_data_not_equal_0(lists):
|
|
number = 0
|
|
for i, value in enumerate(list(lists)):
|
|
if len(value) > 0:
|
|
number += 1
|
|
return number
|