A grid based financial analysis tool for generating easy to use dictionary objects.
Project description
Parchments
A grid based financial tool for generating easy to use dictionary objects based on time periods.
Usage
import parchments
from datetime import datetime
import pprint
row_index = (
('Debt', 'dollar', 2),
('Revenue', 'dollar', 2),
('Ratio', 'percentage', 4),
('Days', 'int', 0),
('Active', 'bool', 0)
)
period_data = [
200000.00,
30000.00,
0.7500,
22,
True,
]
other_period_data = [
120000.00,
60000.00,
0.5000,
14,
False,
]
my_grid = parchments.Grid(row_index, period_iteration='month')
my_grid.add_period(datetime(2020, 4, 1), period_data)
my_grid.add_period(datetime(2020, 5, 1), other_period_data)
my_grid.add_period(datetime(2021, 4, 1), other_period_data)
my_grid.add_period(datetime(2021, 5, 1), period_data)
my_grid.project_missing()
my_grid_dict = my_grid.as_dict(verbose_only=False)
pprint.pprint(my_grid_dict)
Output
{{'column_data': [{'date': datetime.date(2020, 4, 1),
'datetime': datetime.datetime(2020, 4, 1, 0, 0),
'iteration': 'month',
'key': '20200401',
'verbose': 'Apr 2020',
'verbose_numeric': '2020-04-01'},
{'date': datetime.date(2020, 5, 1),
'datetime': datetime.datetime(2020, 5, 1, 0, 0),
'iteration': 'month',
'key': '20200501',
'verbose': 'May 2020',
'verbose_numeric': '2020-05-01'},
{'date': datetime.date(2020, 6, 1),
'datetime': datetime.datetime(2020, 6, 1, 0, 0),
'iteration': 'month',
'key': '20200601',
'verbose': 'Jun 2020',
'verbose_numeric': '2020-06-01'},
{'date': datetime.date(2020, 7, 1),
'datetime': datetime.datetime(2020, 7, 1, 0, 0),
'iteration': 'month',
'key': '20200701',
'verbose': 'Jul 2020',
'verbose_numeric': '2020-07-01'},
{'date': datetime.date(2020, 8, 1),
'datetime': datetime.datetime(2020, 8, 1, 0, 0),
'iteration': 'month',
'key': '20200801',
'verbose': 'Aug 2020',
'verbose_numeric': '2020-08-01'},
{'date': datetime.date(2020, 9, 1),
'datetime': datetime.datetime(2020, 9, 1, 0, 0),
'iteration': 'month',
'key': '20200901',
'verbose': 'Sep 2020',
'verbose_numeric': '2020-09-01'},
{'date': datetime.date(2020, 10, 1),
'datetime': datetime.datetime(2020, 10, 1, 0, 0),
'iteration': 'month',
'key': '20201001',
'verbose': 'Oct 2020',
'verbose_numeric': '2020-10-01'},
{'date': datetime.date(2020, 11, 1),
'datetime': datetime.datetime(2020, 11, 1, 0, 0),
'iteration': 'month',
'key': '20201101',
'verbose': 'Nov 2020',
'verbose_numeric': '2020-11-01'},
{'date': datetime.date(2020, 12, 1),
'datetime': datetime.datetime(2020, 12, 1, 0, 0),
'iteration': 'month',
'key': '20201201',
'verbose': 'Dec 2020',
'verbose_numeric': '2020-12-01'},
{'date': datetime.date(2021, 1, 1),
'datetime': datetime.datetime(2021, 1, 1, 0, 0),
'iteration': 'month',
'key': '20210101',
'verbose': 'Jan 2021',
'verbose_numeric': '2021-01-01'},
{'date': datetime.date(2021, 2, 1),
'datetime': datetime.datetime(2021, 2, 1, 0, 0),
'iteration': 'month',
'key': '20210201',
'verbose': 'Feb 2021',
'verbose_numeric': '2021-02-01'},
{'date': datetime.date(2021, 3, 1),
'datetime': datetime.datetime(2021, 3, 1, 0, 0),
'iteration': 'month',
'key': '20210301',
'verbose': 'Mar 2021',
'verbose_numeric': '2021-03-01'},
{'date': datetime.date(2021, 4, 1),
'datetime': datetime.datetime(2021, 4, 1, 0, 0),
'iteration': 'month',
'key': '20210401',
'verbose': 'Apr 2021',
'verbose_numeric': '2021-04-01'},
{'date': datetime.date(2021, 5, 1),
'datetime': datetime.datetime(2021, 5, 1, 0, 0),
'iteration': 'month',
'key': '20210501',
'verbose': 'May 2021',
'verbose_numeric': '2021-05-01'}],
'row_data': {'Active': [{'actual_number': True,
'period_key': '20200401',
'value': {'clean': True,
'decimals': 0,
'raw': True,
'type': 'bool',
'verbose': 'True'}},
{'actual_number': True,
'period_key': '20200501',
'value': {'clean': False,
'decimals': 0,
'raw': False,
'type': 'bool',
'verbose': '-'}},
{'actual_number': True,
'period_key': '20200601',
'value': {'clean': False,
'decimals': 0,
'raw': False,
'type': 'bool',
'verbose': '-'}},
{'actual_number': True,
'period_key': '20200701',
'value': {'clean': False,
'decimals': 0,
'raw': False,
'type': 'bool',
'verbose': '-'}},
{'actual_number': True,
'period_key': '20200801',
'value': {'clean': False,
'decimals': 0,
'raw': False,
'type': 'bool',
'verbose': '-'}},
{'actual_number': True,
'period_key': '20200901',
'value': {'clean': False,
'decimals': 0,
'raw': False,
'type': 'bool',
'verbose': '-'}},
{'actual_number': True,
'period_key': '20201001',
'value': {'clean': False,
'decimals': 0,
'raw': False,
'type': 'bool',
'verbose': '-'}},
{'actual_number': True,
'period_key': '20201101',
'value': {'clean': False,
'decimals': 0,
'raw': False,
'type': 'bool',
'verbose': '-'}},
{'actual_number': True,
'period_key': '20201201',
'value': {'clean': False,
'decimals': 0,
'raw': False,
'type': 'bool',
'verbose': '-'}},
{'actual_number': True,
'period_key': '20210101',
'value': {'clean': False,
'decimals': 0,
'raw': False,
'type': 'bool',
'verbose': '-'}},
{'actual_number': True,
'period_key': '20210201',
'value': {'clean': False,
'decimals': 0,
'raw': False,
'type': 'bool',
'verbose': '-'}},
{'actual_number': True,
'period_key': '20210301',
'value': {'clean': False,
'decimals': 0,
'raw': False,
'type': 'bool',
'verbose': '-'}},
{'actual_number': True,
'period_key': '20210401',
'value': {'clean': False,
'decimals': 0,
'raw': False,
'type': 'bool',
'verbose': '-'}},
{'actual_number': True,
'period_key': '20210501',
'value': {'clean': True,
'decimals': 0,
'raw': True,
'type': 'bool',
'verbose': 'True'}},
{'sum': {'clean': 2,
'decimals': 0,
'raw': 2,
'type': 'bool',
'verbose': 'True'}},
{'average': {'clean': '-',
'decimals': 0,
'raw': '-',
'type': 'bool',
'verbose': 'True'}}],
'Days': [{'actual_number': True,
'growth_amount': {'clean': 0,
'decimals': 0,
'raw': 0,
'type': 'int',
'verbose': '-'},
'growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'over_growth_amount': {'clean': 0,
'decimals': 0,
'raw': 0,
'type': 'int',
'verbose': '-'},
'over_growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'period_key': '20200401',
'value': {'clean': 22,
'decimals': 0,
'raw': 22,
'type': 'int',
'verbose': '22'}},
{'actual_number': True,
'growth_amount': {'clean': -8,
'decimals': 0,
'raw': -8,
'type': 'int',
'verbose': '-8'},
'growth_percentage': {'clean': -0.36363636363636365,
'decimals': 4,
'raw': -0.36363636363636365,
'type': 'percentage',
'verbose': '-36.3636%'},
'over_growth_amount': {'clean': 0,
'decimals': 0,
'raw': 0,
'type': 'int',
'verbose': '-'},
'over_growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'period_key': '20200501',
'value': {'clean': 14,
'decimals': 0,
'raw': 14,
'type': 'int',
'verbose': '14'}},
{'actual_number': True,
'growth_amount': {'clean': 0,
'decimals': 0,
'raw': 0,
'type': 'int',
'verbose': '-'},
'growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'over_growth_amount': {'clean': 0,
'decimals': 0,
'raw': 0,
'type': 'int',
'verbose': '-'},
'over_growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'period_key': '20200601',
'value': {'clean': 14,
'decimals': 0,
'raw': 14,
'type': 'int',
'verbose': '14'}},
{'actual_number': True,
'growth_amount': {'clean': 0,
'decimals': 0,
'raw': 0,
'type': 'int',
'verbose': '-'},
'growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'over_growth_amount': {'clean': 0,
'decimals': 0,
'raw': 0,
'type': 'int',
'verbose': '-'},
'over_growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'period_key': '20200701',
'value': {'clean': 14,
'decimals': 0,
'raw': 14,
'type': 'int',
'verbose': '14'}},
{'actual_number': True,
'growth_amount': {'clean': 0,
'decimals': 0,
'raw': 0,
'type': 'int',
'verbose': '-'},
'growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'over_growth_amount': {'clean': 0,
'decimals': 0,
'raw': 0,
'type': 'int',
'verbose': '-'},
'over_growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'period_key': '20200801',
'value': {'clean': 14,
'decimals': 0,
'raw': 14,
'type': 'int',
'verbose': '14'}},
{'actual_number': True,
'growth_amount': {'clean': 0,
'decimals': 0,
'raw': 0,
'type': 'int',
'verbose': '-'},
'growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'over_growth_amount': {'clean': 0,
'decimals': 0,
'raw': 0,
'type': 'int',
'verbose': '-'},
'over_growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'period_key': '20200901',
'value': {'clean': 14,
'decimals': 0,
'raw': 14,
'type': 'int',
'verbose': '14'}},
{'actual_number': True,
'growth_amount': {'clean': 0,
'decimals': 0,
'raw': 0,
'type': 'int',
'verbose': '-'},
'growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'over_growth_amount': {'clean': 0,
'decimals': 0,
'raw': 0,
'type': 'int',
'verbose': '-'},
'over_growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'period_key': '20201001',
'value': {'clean': 14,
'decimals': 0,
'raw': 14,
'type': 'int',
'verbose': '14'}},
{'actual_number': True,
'growth_amount': {'clean': 0,
'decimals': 0,
'raw': 0,
'type': 'int',
'verbose': '-'},
'growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'over_growth_amount': {'clean': 0,
'decimals': 0,
'raw': 0,
'type': 'int',
'verbose': '-'},
'over_growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'period_key': '20201101',
'value': {'clean': 14,
'decimals': 0,
'raw': 14,
'type': 'int',
'verbose': '14'}},
{'actual_number': True,
'growth_amount': {'clean': 0,
'decimals': 0,
'raw': 0,
'type': 'int',
'verbose': '-'},
'growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'over_growth_amount': {'clean': 0,
'decimals': 0,
'raw': 0,
'type': 'int',
'verbose': '-'},
'over_growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'period_key': '20201201',
'value': {'clean': 14,
'decimals': 0,
'raw': 14,
'type': 'int',
'verbose': '14'}},
{'actual_number': True,
'growth_amount': {'clean': 0,
'decimals': 0,
'raw': 0,
'type': 'int',
'verbose': '-'},
'growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'over_growth_amount': {'clean': 0,
'decimals': 0,
'raw': 0,
'type': 'int',
'verbose': '-'},
'over_growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'period_key': '20210101',
'value': {'clean': 14,
'decimals': 0,
'raw': 14,
'type': 'int',
'verbose': '14'}},
{'actual_number': True,
'growth_amount': {'clean': 0,
'decimals': 0,
'raw': 0,
'type': 'int',
'verbose': '-'},
'growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'over_growth_amount': {'clean': 0,
'decimals': 0,
'raw': 0,
'type': 'int',
'verbose': '-'},
'over_growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'period_key': '20210201',
'value': {'clean': 14,
'decimals': 0,
'raw': 14,
'type': 'int',
'verbose': '14'}},
{'actual_number': True,
'growth_amount': {'clean': 0,
'decimals': 0,
'raw': 0,
'type': 'int',
'verbose': '-'},
'growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'over_growth_amount': {'clean': 0,
'decimals': 0,
'raw': 0,
'type': 'int',
'verbose': '-'},
'over_growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'period_key': '20210301',
'value': {'clean': 14,
'decimals': 0,
'raw': 14,
'type': 'int',
'verbose': '14'}},
{'actual_number': True,
'growth_amount': {'clean': 0,
'decimals': 0,
'raw': 0,
'type': 'int',
'verbose': '-'},
'growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'over_growth_amount': {'clean': -8,
'decimals': 0,
'raw': -8,
'type': 'int',
'verbose': '-8'},
'over_growth_percentage': {'clean': -0.36363636363636365,
'decimals': 4,
'raw': -0.36363636363636365,
'type': 'percentage',
'verbose': '-36.3636%'},
'period_key': '20210401',
'value': {'clean': 14,
'decimals': 0,
'raw': 14,
'type': 'int',
'verbose': '14'}},
{'actual_number': True,
'growth_amount': {'clean': 8,
'decimals': 0,
'raw': 8,
'type': 'int',
'verbose': '8'},
'growth_percentage': {'clean': 0.5714285714285714,
'decimals': 4,
'raw': 0.5714285714285714,
'type': 'percentage',
'verbose': '57.1429%'},
'over_growth_amount': {'clean': 8,
'decimals': 0,
'raw': 8,
'type': 'int',
'verbose': '8'},
'over_growth_percentage': {'clean': 0.5714285714285714,
'decimals': 4,
'raw': 0.5714285714285714,
'type': 'percentage',
'verbose': '57.1429%'},
'period_key': '20210501',
'value': {'clean': 22,
'decimals': 0,
'raw': 22,
'type': 'int',
'verbose': '22'}},
{'sum': {'clean': 212,
'decimals': 0,
'raw': 212,
'type': 'int',
'verbose': '212'}},
{'average': {'clean': 15.142857142857142,
'decimals': 0,
'raw': 15.142857142857142,
'type': 'int',
'verbose': '15'}}],
'Debt': [{'actual_number': True,
'growth_amount': {'clean': 0.0,
'decimals': 2,
'raw': 0.0,
'type': 'dollar',
'verbose': '-'},
'growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'over_growth_amount': {'clean': 0.0,
'decimals': 2,
'raw': 0.0,
'type': 'dollar',
'verbose': '-'},
'over_growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'period_key': '20200401',
'value': {'clean': 200000.0,
'decimals': 2,
'raw': 200000.0,
'type': 'dollar',
'verbose': '$200,000.00'}},
{'actual_number': True,
'growth_amount': {'clean': -80000.0,
'decimals': 2,
'raw': -80000.0,
'type': 'dollar',
'verbose': '$-80,000.00'},
'growth_percentage': {'clean': -0.4,
'decimals': 4,
'raw': -0.4,
'type': 'percentage',
'verbose': '-40.0000%'},
'over_growth_amount': {'clean': 0.0,
'decimals': 2,
'raw': 0.0,
'type': 'dollar',
'verbose': '-'},
'over_growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'period_key': '20200501',
'value': {'clean': 120000.0,
'decimals': 2,
'raw': 120000.0,
'type': 'dollar',
'verbose': '$120,000.00'}},
{'actual_number': True,
'growth_amount': {'clean': 0.0,
'decimals': 2,
'raw': 0.0,
'type': 'dollar',
'verbose': '-'},
'growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'over_growth_amount': {'clean': 0.0,
'decimals': 2,
'raw': 0.0,
'type': 'dollar',
'verbose': '-'},
'over_growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'period_key': '20200601',
'value': {'clean': 120000.0,
'decimals': 2,
'raw': 120000.0,
'type': 'dollar',
'verbose': '$120,000.00'}},
{'actual_number': True,
'growth_amount': {'clean': 0.0,
'decimals': 2,
'raw': 0.0,
'type': 'dollar',
'verbose': '-'},
'growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'over_growth_amount': {'clean': 0.0,
'decimals': 2,
'raw': 0.0,
'type': 'dollar',
'verbose': '-'},
'over_growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'period_key': '20200701',
'value': {'clean': 120000.0,
'decimals': 2,
'raw': 120000.0,
'type': 'dollar',
'verbose': '$120,000.00'}},
{'actual_number': True,
'growth_amount': {'clean': 0.0,
'decimals': 2,
'raw': 0.0,
'type': 'dollar',
'verbose': '-'},
'growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'over_growth_amount': {'clean': 0.0,
'decimals': 2,
'raw': 0.0,
'type': 'dollar',
'verbose': '-'},
'over_growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'period_key': '20200801',
'value': {'clean': 120000.0,
'decimals': 2,
'raw': 120000.0,
'type': 'dollar',
'verbose': '$120,000.00'}},
{'actual_number': True,
'growth_amount': {'clean': 0.0,
'decimals': 2,
'raw': 0.0,
'type': 'dollar',
'verbose': '-'},
'growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'over_growth_amount': {'clean': 0.0,
'decimals': 2,
'raw': 0.0,
'type': 'dollar',
'verbose': '-'},
'over_growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'period_key': '20200901',
'value': {'clean': 120000.0,
'decimals': 2,
'raw': 120000.0,
'type': 'dollar',
'verbose': '$120,000.00'}},
{'actual_number': True,
'growth_amount': {'clean': 0.0,
'decimals': 2,
'raw': 0.0,
'type': 'dollar',
'verbose': '-'},
'growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'over_growth_amount': {'clean': 0.0,
'decimals': 2,
'raw': 0.0,
'type': 'dollar',
'verbose': '-'},
'over_growth_percentage': {'clean': 0.0,
'decimals': 4,
'raw': 0.0,
'type': 'percentage',
'verbose': '-'},
'period_key': '20201001',
'value': {'clean': 120000.0,
'decimals': 2,
'raw': 120000.0,
'type': 'dollar',
'verbose': '$120,000.00'}},
{'actual_number': True,
'growth_amount': {'clean': 0.0,
'decimals': 2,
'raw': 0.0,
'type': 'dollar',
'verbose': '-'},
'growth_percentage': {'clean': 0.0,
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