Browse Source

test files

UserDict-trial
Gourav Kumar 2 years ago
parent
commit
f48d79afb9
  1. 29
      dict_iter.py
  2. 11
      fincal/core.py
  3. 23
      my_test.py
  4. 4403
      test_files/nav_history_daily - Copy.csv
  5. 139
      test_files/nav_history_daily.csv
  6. 219
      test_files/nav_history_monthly - Copy.csv
  7. 11
      test_files/nav_history_monthly.csv
  8. 71
      test_files/nav_history_quarterly - Copy.csv
  9. 9
      test_files/nav_history_quarterly.csv

29
dict_iter.py

@ -0,0 +1,29 @@
import pandas
from fincal.fincal import TimeSeries
dfd = pandas.read_csv('test_files/nav_history_daily - Copy.csv')
dfm = pandas.read_csv('test_files/nav_history_monthly.csv')
data_d = [(i.date, i.nav) for i in dfd.itertuples() if i.amfi_code == 118825]
data_d.sort()
data_m = [{'date': i.date, 'value': i.nav} for i in dfm.itertuples()]
tsd = TimeSeries(data_d, frequency='D')
md = dict(data_d)
counter = 1
for i in iter(md):
print(i)
counter += 1
if counter >= 5: break
print('\n')
counter = 1
for i in reversed(md):
print('rev', i)
counter += 1
if counter >= 5: break
x = [next(i) for i in iter(md)]
print(x)

11
fincal/core.py

@ -1,7 +1,6 @@
import datetime
from dataclasses import dataclass
from msilib import sequence
from typing import Dict, Iterable, List, Literal, Mapping, Sequence, Tuple, Union
from typing import Iterable, List, Literal, Mapping, Sequence, Tuple, Union
@dataclass
@ -134,7 +133,9 @@ class TimeSeriesCore:
def __repr__(self):
if len(self.time_series) > 6:
printable_data_1 = list(self.time_series)[:3]
iter_f = iter(self.time_series)
iter_b = reversed(self.time_series)
printable_data_1 = [next(i) for i in iter(dict)]
printable_data_2 = list(self.time_series)[-3:]
printable_str = "TimeSeries([{}\n\t...\n\t{}])".format(
',\n\t'.join([str((i, self.time_series[i])) for i in printable_data_1]),
@ -160,7 +161,7 @@ class TimeSeriesCore:
return printable_str
def __getitem__(self, n):
all_keys = list(self.time_series.keys())
all_keys = list(self.time_series)
if isinstance(n, int):
keys = [all_keys[n]]
else:
@ -172,7 +173,7 @@ class TimeSeriesCore:
return item
def __len__(self):
return len(self.time_series.keys())
return len(self.time_series)
def head(self, n: int = 6):
keys = list(self.time_series.keys())

23
my_test.py

@ -0,0 +1,23 @@
import time
import pandas
from fincal.fincal import AllFrequencies, Frequency, TimeSeries, create_date_series
dfd = pandas.read_csv('test_files/nav_history_daily - Copy.csv')
dfm = pandas.read_csv('test_files/nav_history_monthly.csv')
dfq = pandas.read_csv('test_files/nav_history_quarterly.csv')
data_d = [(i.date, i.nav) for i in dfd.itertuples()]
data_m = [{'date': i.date, 'value': i.nav} for i in dfm.itertuples()]
data_q = {i.date: i.nav for i in dfq.itertuples()}
tsd = TimeSeries(data_d, frequency='D')
tsm = TimeSeries(data_m, frequency='M', date_format='%d-%m-%Y')
tsq = TimeSeries(data_q, frequency='Q', date_format='%d-%m-%Y')
start = time.time()
# ts.calculate_rolling_returns(datetime.datetime(2015, 1, 1), datetime.datetime(2022, 2, 1), years=1)
# fdata = tsd.ffill()
# rr = tsd.calculate_rolling_returns(datetime.datetime(2022, 1, 1), datetime.datetime(2022, 2, 1), years=1)
print(time.time() - start)

4403
test_files/nav_history_daily - Copy.csv

File diff suppressed because it is too large

139
test_files/nav_history_daily.csv

@ -0,0 +1,139 @@
amfi_code,date,nav
118825,01-11-2021,87.925
119528,02-11-2021,378.51
118825,02-11-2021,87.885
119528,03-11-2021,377.79
118825,03-11-2021,87.553
119528,08-11-2021,383.13
118825,08-11-2021,88.743
119528,09-11-2021,383.06
118825,09-11-2021,88.793
119528,10-11-2021,382.71
118825,10-11-2021,88.723
118825,10-11-2021,88.78
119528,11-11-2021,379.28
118825,11-11-2021,88.205
119528,12-11-2021,383.94
118825,12-11-2021,89.025
119528,15-11-2021,383.31
118825,15-11-2021,89.182
119528,16-11-2021,381.08
118825,16-11-2021,88.569
119528,17-11-2021,379.17
118825,17-11-2021,88.09
119528,18-11-2021,375.09
118825,18-11-2021,87.202
119528,22-11-2021,368.16
118825,22-11-2021,85.382
119528,23-11-2021,370.64
118825,23-11-2021,85.978
119528,24-11-2021,369.91
118825,24-11-2021,85.635
119528,25-11-2021,371.33
118825,25-11-2021,86.212
119528,26-11-2021,360.66
118825,26-11-2021,83.748
119528,29-11-2021,360.05
118825,29-11-2021,83.523
119528,30-11-2021,359.8
118825,30-11-2021,83.475
119528,01-12-2021,362.35
118825,01-12-2021,84.269
119528,02-12-2021,366.09
118825,02-12-2021,85.105
119528,03-12-2021,363.11
118825,03-12-2021,84.507
119528,06-12-2021,357.21
118825,06-12-2021,83.113
119528,07-12-2021,362.63
118825,07-12-2021,84.429
119528,08-12-2021,368.73
118825,08-12-2021,85.935
119528,09-12-2021,369.49
118825,09-12-2021,86.045
119528,10-12-2021,369.44
118825,10-12-2021,86.058
119528,13-12-2021,367.6
118825,13-12-2021,85.632
119528,14-12-2021,366.36
118825,14-12-2021,85.502
119528,15-12-2021,364.34
118825,15-12-2021,84.989
119528,16-12-2021,363.73
118825,16-12-2021,84.972
119528,17-12-2021,358.17
118825,17-12-2021,83.83
119528,20-12-2021,349.98
118825,20-12-2021,81.817
119528,21-12-2021,353.71
118825,21-12-2021,82.746
119528,22-12-2021,357.93
118825,22-12-2021,83.776
119528,23-12-2021,360.68
118825,23-12-2021,84.297
119528,24-12-2021,359.11
118825,24-12-2021,83.903
119528,27-12-2021,360.71
118825,27-12-2021,84.227
119528,28-12-2021,363.81
118825,28-12-2021,85.044
119528,29-12-2021,363.2
118825,29-12-2021,85.03
119528,30-12-2021,363.31
118825,30-12-2021,85.047
119528,31-12-2021,366.98
118825,31-12-2021,85.759
119528,03-01-2022,371.76
118825,03-01-2022,87.111
119528,04-01-2022,374.22
118825,04-01-2022,87.804
119528,05-01-2022,376.31
118825,05-01-2022,88.162
119528,06-01-2022,373.64
118825,06-01-2022,87.541
119528,07-01-2022,374.68
118825,07-01-2022,87.818
119528,10-01-2022,378.47
118825,10-01-2022,88.622
119528,11-01-2022,379.34
118825,11-01-2022,88.678
119528,12-01-2022,382.86
118825,12-01-2022,89.332
119528,13-01-2022,383.68
118825,13-01-2022,89.553
119528,14-01-2022,384.02
118825,14-01-2022,89.729
119528,17-01-2022,384.36
118825,17-01-2022,89.733
119528,18-01-2022,380
118825,18-01-2022,88.781
119528,19-01-2022,377.24
118825,19-01-2022,88.059
119528,20-01-2022,374.45
118825,20-01-2022,87.361
119528,21-01-2022,369.86
118825,21-01-2022,86.22
119528,24-01-2022,361.01
118825,24-01-2022,83.907
119528,25-01-2022,364.63
118825,25-01-2022,84.763
119528,27-01-2022,361.95
118825,27-01-2022,83.876
119528,28-01-2022,361.91
118825,28-01-2022,83.829
119528,31-01-2022,367.31
118825,31-01-2022,85.18
119528,04-02-2022,371.01
118825,04-02-2022,86.079
119528,07-02-2022,365.04
118825,07-02-2022,84.867
119528,08-02-2022,365.74
118825,08-02-2022,84.945
119528,09-02-2022,369.85
118825,09-02-2022,85.977
119528,10-02-2022,372.29
118825,10-02-2022,86.5
119528,11-02-2022,366.91
118825,11-02-2022,85.226
119528,14-02-2022,355.47
118825,14-02-2022,82.533
1 amfi_code date nav
2 118825 01-11-2021 87.925
3 119528 02-11-2021 378.51
4 118825 02-11-2021 87.885
5 119528 03-11-2021 377.79
6 118825 03-11-2021 87.553
7 119528 08-11-2021 383.13
8 118825 08-11-2021 88.743
9 119528 09-11-2021 383.06
10 118825 09-11-2021 88.793
11 119528 10-11-2021 382.71
12 118825 10-11-2021 88.723
13 118825 10-11-2021 88.78
14 119528 11-11-2021 379.28
15 118825 11-11-2021 88.205
16 119528 12-11-2021 383.94
17 118825 12-11-2021 89.025
18 119528 15-11-2021 383.31
19 118825 15-11-2021 89.182
20 119528 16-11-2021 381.08
21 118825 16-11-2021 88.569
22 119528 17-11-2021 379.17
23 118825 17-11-2021 88.09
24 119528 18-11-2021 375.09
25 118825 18-11-2021 87.202
26 119528 22-11-2021 368.16
27 118825 22-11-2021 85.382
28 119528 23-11-2021 370.64
29 118825 23-11-2021 85.978
30 119528 24-11-2021 369.91
31 118825 24-11-2021 85.635
32 119528 25-11-2021 371.33
33 118825 25-11-2021 86.212
34 119528 26-11-2021 360.66
35 118825 26-11-2021 83.748
36 119528 29-11-2021 360.05
37 118825 29-11-2021 83.523
38 119528 30-11-2021 359.8
39 118825 30-11-2021 83.475
40 119528 01-12-2021 362.35
41 118825 01-12-2021 84.269
42 119528 02-12-2021 366.09
43 118825 02-12-2021 85.105
44 119528 03-12-2021 363.11
45 118825 03-12-2021 84.507
46 119528 06-12-2021 357.21
47 118825 06-12-2021 83.113
48 119528 07-12-2021 362.63
49 118825 07-12-2021 84.429
50 119528 08-12-2021 368.73
51 118825 08-12-2021 85.935
52 119528 09-12-2021 369.49
53 118825 09-12-2021 86.045
54 119528 10-12-2021 369.44
55 118825 10-12-2021 86.058
56 119528 13-12-2021 367.6
57 118825 13-12-2021 85.632
58 119528 14-12-2021 366.36
59 118825 14-12-2021 85.502
60 119528 15-12-2021 364.34
61 118825 15-12-2021 84.989
62 119528 16-12-2021 363.73
63 118825 16-12-2021 84.972
64 119528 17-12-2021 358.17
65 118825 17-12-2021 83.83
66 119528 20-12-2021 349.98
67 118825 20-12-2021 81.817
68 119528 21-12-2021 353.71
69 118825 21-12-2021 82.746
70 119528 22-12-2021 357.93
71 118825 22-12-2021 83.776
72 119528 23-12-2021 360.68
73 118825 23-12-2021 84.297
74 119528 24-12-2021 359.11
75 118825 24-12-2021 83.903
76 119528 27-12-2021 360.71
77 118825 27-12-2021 84.227
78 119528 28-12-2021 363.81
79 118825 28-12-2021 85.044
80 119528 29-12-2021 363.2
81 118825 29-12-2021 85.03
82 119528 30-12-2021 363.31
83 118825 30-12-2021 85.047
84 119528 31-12-2021 366.98
85 118825 31-12-2021 85.759
86 119528 03-01-2022 371.76
87 118825 03-01-2022 87.111
88 119528 04-01-2022 374.22
89 118825 04-01-2022 87.804
90 119528 05-01-2022 376.31
91 118825 05-01-2022 88.162
92 119528 06-01-2022 373.64
93 118825 06-01-2022 87.541
94 119528 07-01-2022 374.68
95 118825 07-01-2022 87.818
96 119528 10-01-2022 378.47
97 118825 10-01-2022 88.622
98 119528 11-01-2022 379.34
99 118825 11-01-2022 88.678
100 119528 12-01-2022 382.86
101 118825 12-01-2022 89.332
102 119528 13-01-2022 383.68
103 118825 13-01-2022 89.553
104 119528 14-01-2022 384.02
105 118825 14-01-2022 89.729
106 119528 17-01-2022 384.36
107 118825 17-01-2022 89.733
108 119528 18-01-2022 380
109 118825 18-01-2022 88.781
110 119528 19-01-2022 377.24
111 118825 19-01-2022 88.059
112 119528 20-01-2022 374.45
113 118825 20-01-2022 87.361
114 119528 21-01-2022 369.86
115 118825 21-01-2022 86.22
116 119528 24-01-2022 361.01
117 118825 24-01-2022 83.907
118 119528 25-01-2022 364.63
119 118825 25-01-2022 84.763
120 119528 27-01-2022 361.95
121 118825 27-01-2022 83.876
122 119528 28-01-2022 361.91
123 118825 28-01-2022 83.829
124 119528 31-01-2022 367.31
125 118825 31-01-2022 85.18
126 119528 04-02-2022 371.01
127 118825 04-02-2022 86.079
128 119528 07-02-2022 365.04
129 118825 07-02-2022 84.867
130 119528 08-02-2022 365.74
131 118825 08-02-2022 84.945
132 119528 09-02-2022 369.85
133 118825 09-02-2022 85.977
134 119528 10-02-2022 372.29
135 118825 10-02-2022 86.5
136 119528 11-02-2022 366.91
137 118825 11-02-2022 85.226
138 119528 14-02-2022 355.47
139 118825 14-02-2022 82.533

219
test_files/nav_history_monthly - Copy.csv

@ -0,0 +1,219 @@
"amfi_code","date","nav"
118825,2013-01-31,18.913
118825,2013-02-28,17.723
118825,2013-03-28,17.563
118825,2013-04-30,18.272
118825,2013-05-31,18.383
118825,2013-06-28,17.802
118825,2013-07-31,17.588
118825,2013-08-30,16.993
118825,2013-09-30,17.732
118825,2013-10-31,19.665
118825,2013-11-29,19.787
118825,2013-12-31,20.499
118825,2014-01-31,19.994
118825,2014-02-28,20.942
118825,2014-03-31,22.339
118825,2014-04-30,22.599
118825,2014-05-30,24.937
118825,2014-06-30,27.011
118825,2014-07-31,27.219
118825,2014-08-28,28.625
118825,2014-09-30,29.493
118825,2014-10-31,30.685
118825,2014-11-28,31.956
118825,2014-12-31,31.646
118825,2015-01-30,33.653
118825,2015-02-27,33.581
118825,2015-03-31,33.14
118825,2015-04-30,32.181
118825,2015-05-29,33.256
118825,2015-06-30,33.227
118825,2015-07-31,34.697
118825,2015-08-31,32.833
118825,2015-09-30,32.94
118825,2015-10-30,33.071
118825,2015-11-30,33.024
118825,2015-12-31,33.267
118825,2016-01-29,31.389
118825,2016-02-29,28.751
118825,2016-03-31,32.034
118825,2016-04-29,32.848
118825,2016-05-31,34.135
118825,2016-06-30,35.006
118825,2016-07-29,37.148
118825,2016-08-31,38.005
118825,2016-09-30,37.724
118825,2016-10-28,38.722
118825,2016-11-30,36.689
118825,2016-12-30,36.239
118825,2017-01-31,38.195
118825,2017-02-28,39.873
118825,2017-03-31,41.421
118825,2017-04-28,42.525
118825,2017-05-31,43.977
118825,2017-06-30,43.979
118825,2017-07-31,46.554
118825,2017-08-31,46.383
118825,2017-09-29,46.085
118825,2017-10-31,48.668
118825,2017-11-30,48.824
118825,2017-12-29,50.579
118825,2018-01-31,51.799
118825,2018-02-28,49.041
118825,2018-03-28,46.858
118825,2018-04-30,49.636
118825,2018-05-31,49.169
118825,2018-06-29,48.716
118825,2018-07-31,51.455
118825,2018-08-31,53.494
118825,2018-09-28,49.863
118825,2018-10-31,48.538
118825,2018-11-30,50.597
118825,2018-12-31,50.691
118825,2019-01-31,50.517
118825,2019-02-28,50.176
118825,2019-03-31,54.017
118825,2019-04-30,54.402
118825,2019-05-31,55.334
118825,2019-06-28,55.181
118825,2019-07-31,52.388
118825,2019-08-30,52.214
118825,2019-09-30,54.058
118825,2019-10-31,56.514
118825,2019-11-29,57.42
118825,2019-12-31,57.771
118825,2020-01-31,57.135
118825,2020-02-28,54.034
118825,2020-03-31,41.452
118825,2020-04-30,47.326
118825,2020-05-29,45.845
118825,2020-06-30,49.526
118825,2020-07-31,53.306000000000004
118825,2020-08-19,55.747
118825,2020-10-30,56.387
118825,2020-11-27,62.001000000000005
118825,2020-12-31,66.415
118825,2021-01-29,65.655
118825,2021-02-26,70.317
118825,2021-03-31,70.69
118825,2021-04-30,70.39
118825,2021-05-31,74.85
118825,2021-06-30,77.109
118825,2021-07-30,78.335
118825,2021-08-31,83.691
118825,2021-09-30,86.128
118825,2021-10-29,86.612
118825,2021-11-30,83.475
118825,2021-12-31,85.759
118825,2022-01-31,85.18
118825,2022-02-17,84.33
119528,2013-01-31,101.36
119528,2013-02-28,95.25
119528,2013-03-28,94.81
119528,2013-04-30,99.75
119528,2013-05-31,99.73
119528,2013-06-28,97.52
119528,2013-07-31,95.37
119528,2013-08-30,92.24
119528,2013-09-30,97.45
119528,2013-10-31,107.03
119528,2013-11-29,105.91
119528,2013-12-31,109.3
119528,2014-01-31,105.09
119528,2014-02-28,108.58
119528,2014-03-31,117.28
119528,2014-04-30,118.06
119528,2014-05-30,131.33
119528,2014-06-30,139.48
119528,2014-07-31,140.49
119528,2014-08-28,145.43
119528,2014-09-30,147.4
119528,2014-10-31,154.46
119528,2014-11-28,161.93
119528,2014-12-31,159.62
119528,2015-01-30,170.46
119528,2015-02-27,171.18
119528,2015-03-31,166.8
119528,2015-04-30,161.95
119528,2015-05-29,166.78
119528,2015-06-30,166.67
119528,2015-07-31,172.33
119528,2015-08-31,161.96
119528,2015-09-30,162.25
119528,2015-10-30,164.16
119528,2015-11-30,162.7
119528,2015-12-31,162.83
119528,2016-01-29,155.87
119528,2016-02-29,144.56
119528,2016-03-31,159.88
119528,2016-04-29,163.54
119528,2016-05-31,170.01
119528,2016-06-30,174.61
119528,2016-07-29,184.36
119528,2016-08-31,189.33
119528,2016-09-30,187.16
119528,2016-10-28,189.29
119528,2016-11-30,178.19
119528,2016-12-30,176.66
119528,2017-01-31,185.76
119528,2017-02-28,193.2
119528,2017-03-31,200.54
119528,2017-04-28,205.25
119528,2017-05-31,208.22
119528,2017-06-30,209.83
119528,2017-07-31,221.15
119528,2017-08-31,219.99
119528,2017-09-29,217.7
119528,2017-10-31,226.94
119528,2017-11-30,225.24
119528,2017-12-29,233.26
119528,2018-01-31,237.57
119528,2018-02-28,226.55
119528,2018-03-28,219.73
119528,2018-04-30,232.04
119528,2018-05-31,228.49
119528,2018-06-29,225.27
119528,2018-07-31,237.11
119528,2018-08-31,243.79
119528,2018-09-28,223.83
119528,2018-10-31,218.61
119528,2018-11-30,226.99
119528,2018-12-31,228.61
119528,2019-01-31,224.26
119528,2019-02-28,222.71
119528,2019-03-29,240.21
119528,2019-04-30,240.01
119528,2019-05-31,243.72
119528,2019-06-28,241.28
119528,2019-07-31,229.54
119528,2019-08-30,226.0
119528,2019-09-30,234.75
119528,2019-10-31,242.11
119528,2019-11-29,246.75
119528,2019-12-31,247.81
119528,2020-01-31,246.14
119528,2020-02-28,231.91
119528,2020-03-31,175.98
119528,2020-04-30,200.77
119528,2020-05-29,196.75
119528,2020-06-30,210.55
119528,2020-07-31,224.93
119528,2020-08-19,233.78
119528,2020-10-30,235.83
119528,2020-11-27,264.04
119528,2020-12-31,285.02
119528,2021-01-29,280.52
119528,2021-02-26,300.56
119528,2021-03-31,301.57
119528,2021-04-30,301.1
119528,2021-05-31,320.98
119528,2021-06-30,327.64
119528,2021-07-30,336.6
119528,2021-08-31,360.75
119528,2021-09-30,369.42
119528,2021-10-29,372.89
119528,2021-11-30,359.8
119528,2021-12-31,366.98
119528,2022-01-31,367.31
119528,2022-02-17,363.56
1 amfi_code date nav
2 118825 2013-01-31 18.913
3 118825 2013-02-28 17.723
4 118825 2013-03-28 17.563
5 118825 2013-04-30 18.272
6 118825 2013-05-31 18.383
7 118825 2013-06-28 17.802
8 118825 2013-07-31 17.588
9 118825 2013-08-30 16.993
10 118825 2013-09-30 17.732
11 118825 2013-10-31 19.665
12 118825 2013-11-29 19.787
13 118825 2013-12-31 20.499
14 118825 2014-01-31 19.994
15 118825 2014-02-28 20.942
16 118825 2014-03-31 22.339
17 118825 2014-04-30 22.599
18 118825 2014-05-30 24.937
19 118825 2014-06-30 27.011
20 118825 2014-07-31 27.219
21 118825 2014-08-28 28.625
22 118825 2014-09-30 29.493
23 118825 2014-10-31 30.685
24 118825 2014-11-28 31.956
25 118825 2014-12-31 31.646
26 118825 2015-01-30 33.653
27 118825 2015-02-27 33.581
28 118825 2015-03-31 33.14
29 118825 2015-04-30 32.181
30 118825 2015-05-29 33.256
31 118825 2015-06-30 33.227
32 118825 2015-07-31 34.697
33 118825 2015-08-31 32.833
34 118825 2015-09-30 32.94
35 118825 2015-10-30 33.071
36 118825 2015-11-30 33.024
37 118825 2015-12-31 33.267
38 118825 2016-01-29 31.389
39 118825 2016-02-29 28.751
40 118825 2016-03-31 32.034
41 118825 2016-04-29 32.848
42 118825 2016-05-31 34.135
43 118825 2016-06-30 35.006
44 118825 2016-07-29 37.148
45 118825 2016-08-31 38.005
46 118825 2016-09-30 37.724
47 118825 2016-10-28 38.722
48 118825 2016-11-30 36.689
49 118825 2016-12-30 36.239
50 118825 2017-01-31 38.195
51 118825 2017-02-28 39.873
52 118825 2017-03-31 41.421
53 118825 2017-04-28 42.525
54 118825 2017-05-31 43.977
55 118825 2017-06-30 43.979
56 118825 2017-07-31 46.554
57 118825 2017-08-31 46.383
58 118825 2017-09-29 46.085
59 118825 2017-10-31 48.668
60 118825 2017-11-30 48.824
61 118825 2017-12-29 50.579
62 118825 2018-01-31 51.799
63 118825 2018-02-28 49.041
64 118825 2018-03-28 46.858
65 118825 2018-04-30 49.636
66 118825 2018-05-31 49.169
67 118825 2018-06-29 48.716
68 118825 2018-07-31 51.455
69 118825 2018-08-31 53.494
70 118825 2018-09-28 49.863
71 118825 2018-10-31 48.538
72 118825 2018-11-30 50.597
73 118825 2018-12-31 50.691
74 118825 2019-01-31 50.517
75 118825 2019-02-28 50.176
76 118825 2019-03-31 54.017
77 118825 2019-04-30 54.402
78 118825 2019-05-31 55.334
79 118825 2019-06-28 55.181
80 118825 2019-07-31 52.388
81 118825 2019-08-30 52.214
82 118825 2019-09-30 54.058
83 118825 2019-10-31 56.514
84 118825 2019-11-29 57.42
85 118825 2019-12-31 57.771
86 118825 2020-01-31 57.135
87 118825 2020-02-28 54.034
88 118825 2020-03-31 41.452
89 118825 2020-04-30 47.326
90 118825 2020-05-29 45.845
91 118825 2020-06-30 49.526
92 118825 2020-07-31 53.306000000000004
93 118825 2020-08-19 55.747
94 118825 2020-10-30 56.387
95 118825 2020-11-27 62.001000000000005
96 118825 2020-12-31 66.415
97 118825 2021-01-29 65.655
98 118825 2021-02-26 70.317
99 118825 2021-03-31 70.69
100 118825 2021-04-30 70.39
101 118825 2021-05-31 74.85
102 118825 2021-06-30 77.109
103 118825 2021-07-30 78.335
104 118825 2021-08-31 83.691
105 118825 2021-09-30 86.128
106 118825 2021-10-29 86.612
107 118825 2021-11-30 83.475
108 118825 2021-12-31 85.759
109 118825 2022-01-31 85.18
110 118825 2022-02-17 84.33
111 119528 2013-01-31 101.36
112 119528 2013-02-28 95.25
113 119528 2013-03-28 94.81
114 119528 2013-04-30 99.75
115 119528 2013-05-31 99.73
116 119528 2013-06-28 97.52
117 119528 2013-07-31 95.37
118 119528 2013-08-30 92.24
119 119528 2013-09-30 97.45
120 119528 2013-10-31 107.03
121 119528 2013-11-29 105.91
122 119528 2013-12-31 109.3
123 119528 2014-01-31 105.09
124 119528 2014-02-28 108.58
125 119528 2014-03-31 117.28
126 119528 2014-04-30 118.06
127 119528 2014-05-30 131.33
128 119528 2014-06-30 139.48
129 119528 2014-07-31 140.49
130 119528 2014-08-28 145.43
131 119528 2014-09-30 147.4
132 119528 2014-10-31 154.46
133 119528 2014-11-28 161.93
134 119528 2014-12-31 159.62
135 119528 2015-01-30 170.46
136 119528 2015-02-27 171.18
137 119528 2015-03-31 166.8
138 119528 2015-04-30 161.95
139 119528 2015-05-29 166.78
140 119528 2015-06-30 166.67
141 119528 2015-07-31 172.33
142 119528 2015-08-31 161.96
143 119528 2015-09-30 162.25
144 119528 2015-10-30 164.16
145 119528 2015-11-30 162.7
146 119528 2015-12-31 162.83
147 119528 2016-01-29 155.87
148 119528 2016-02-29 144.56
149 119528 2016-03-31 159.88
150 119528 2016-04-29 163.54
151 119528 2016-05-31 170.01
152 119528 2016-06-30 174.61
153 119528 2016-07-29 184.36
154 119528 2016-08-31 189.33
155 119528 2016-09-30 187.16
156 119528 2016-10-28 189.29
157 119528 2016-11-30 178.19
158 119528 2016-12-30 176.66
159 119528 2017-01-31 185.76
160 119528 2017-02-28 193.2
161 119528 2017-03-31 200.54
162 119528 2017-04-28 205.25
163 119528 2017-05-31 208.22
164 119528 2017-06-30 209.83
165 119528 2017-07-31 221.15
166 119528 2017-08-31 219.99
167 119528 2017-09-29 217.7
168 119528 2017-10-31 226.94
169 119528 2017-11-30 225.24
170 119528 2017-12-29 233.26
171 119528 2018-01-31 237.57
172 119528 2018-02-28 226.55
173 119528 2018-03-28 219.73
174 119528 2018-04-30 232.04
175 119528 2018-05-31 228.49
176 119528 2018-06-29 225.27
177 119528 2018-07-31 237.11
178 119528 2018-08-31 243.79
179 119528 2018-09-28 223.83
180 119528 2018-10-31 218.61
181 119528 2018-11-30 226.99
182 119528 2018-12-31 228.61
183 119528 2019-01-31 224.26
184 119528 2019-02-28 222.71
185 119528 2019-03-29 240.21
186 119528 2019-04-30 240.01
187 119528 2019-05-31 243.72
188 119528 2019-06-28 241.28
189 119528 2019-07-31 229.54
190 119528 2019-08-30 226.0
191 119528 2019-09-30 234.75
192 119528 2019-10-31 242.11
193 119528 2019-11-29 246.75
194 119528 2019-12-31 247.81
195 119528 2020-01-31 246.14
196 119528 2020-02-28 231.91
197 119528 2020-03-31 175.98
198 119528 2020-04-30 200.77
199 119528 2020-05-29 196.75
200 119528 2020-06-30 210.55
201 119528 2020-07-31 224.93
202 119528 2020-08-19 233.78
203 119528 2020-10-30 235.83
204 119528 2020-11-27 264.04
205 119528 2020-12-31 285.02
206 119528 2021-01-29 280.52
207 119528 2021-02-26 300.56
208 119528 2021-03-31 301.57
209 119528 2021-04-30 301.1
210 119528 2021-05-31 320.98
211 119528 2021-06-30 327.64
212 119528 2021-07-30 336.6
213 119528 2021-08-31 360.75
214 119528 2021-09-30 369.42
215 119528 2021-10-29 372.89
216 119528 2021-11-30 359.8
217 119528 2021-12-31 366.98
218 119528 2022-01-31 367.31
219 119528 2022-02-17 363.56

11
test_files/nav_history_monthly.csv

@ -0,0 +1,11 @@
amfi_code,date,nav
118825,31-03-2021,70.69
118825,30-04-2021,70.39
118825,31-05-2021,74.85
118825,30-07-2021,78.335
118825,31-08-2021,83.691
118825,30-09-2021,86.128
118825,29-10-2021,86.612
118825,30-11-2021,83.475
118825,31-01-2022,85.18
118825,17-02-2022,84.33
1 amfi_code date nav
2 118825 31-03-2021 70.69
3 118825 30-04-2021 70.39
4 118825 31-05-2021 74.85
5 118825 30-07-2021 78.335
6 118825 31-08-2021 83.691
7 118825 30-09-2021 86.128
8 118825 29-10-2021 86.612
9 118825 30-11-2021 83.475
10 118825 31-01-2022 85.18
11 118825 17-02-2022 84.33

71
test_files/nav_history_quarterly - Copy.csv

@ -0,0 +1,71 @@
"amfi_code","date","nav"
118825,2013-03-28,17.563
118825,2013-06-28,17.802
118825,2013-09-30,17.732
118825,2013-12-31,20.499
118825,2014-03-31,22.339
118825,2014-06-30,27.011
118825,2014-09-30,29.493
118825,2014-12-31,31.646
118825,2015-03-31,33.14
118825,2015-06-30,33.227
118825,2015-09-30,32.94
118825,2015-12-31,33.267
118825,2016-03-31,32.034
118825,2016-06-30,35.006
118825,2016-09-30,37.724
118825,2016-12-30,36.239
118825,2017-03-31,41.421
118825,2017-06-30,43.979
118825,2017-09-29,46.085
118825,2017-12-29,50.579
118825,2018-03-28,46.858
118825,2018-06-29,48.716
118825,2018-09-28,49.863
118825,2018-12-31,50.691
118825,2019-03-31,54.017
118825,2019-06-28,55.181
118825,2019-09-30,54.058
118825,2019-12-31,57.771
118825,2020-03-31,41.452
118825,2020-06-30,49.526
118825,2020-12-31,66.415
118825,2021-03-31,70.69
118825,2021-06-30,77.109
118825,2021-09-30,86.128
118825,2021-12-31,85.759
119528,2013-03-28,94.81
119528,2013-06-28,97.52
119528,2013-09-30,97.45
119528,2013-12-31,109.3
119528,2014-03-31,117.28
119528,2014-06-30,139.48
119528,2014-09-30,147.4
119528,2014-12-31,159.62
119528,2015-03-31,166.8
119528,2015-06-30,166.67
119528,2015-09-30,162.25
119528,2015-12-31,162.83
119528,2016-03-31,159.88
119528,2016-06-30,174.61
119528,2016-09-30,187.16
119528,2016-12-30,176.66
119528,2017-03-31,200.54
119528,2017-06-30,209.83
119528,2017-09-29,217.7
119528,2017-12-29,233.26
119528,2018-03-28,219.73
119528,2018-06-29,225.27
119528,2018-09-28,223.83
119528,2018-12-31,228.61
119528,2019-03-29,240.21
119528,2019-06-28,241.28
119528,2019-09-30,234.75
119528,2019-12-31,247.81
119528,2020-03-31,175.98
119528,2020-06-30,210.55
119528,2020-12-31,285.02
119528,2021-03-31,301.57
119528,2021-06-30,327.64
119528,2021-09-30,369.42
119528,2021-12-31,366.98
1 amfi_code date nav
2 118825 2013-03-28 17.563
3 118825 2013-06-28 17.802
4 118825 2013-09-30 17.732
5 118825 2013-12-31 20.499
6 118825 2014-03-31 22.339
7 118825 2014-06-30 27.011
8 118825 2014-09-30 29.493
9 118825 2014-12-31 31.646
10 118825 2015-03-31 33.14
11 118825 2015-06-30 33.227
12 118825 2015-09-30 32.94
13 118825 2015-12-31 33.267
14 118825 2016-03-31 32.034
15 118825 2016-06-30 35.006
16 118825 2016-09-30 37.724
17 118825 2016-12-30 36.239
18 118825 2017-03-31 41.421
19 118825 2017-06-30 43.979
20 118825 2017-09-29 46.085
21 118825 2017-12-29 50.579
22 118825 2018-03-28 46.858
23 118825 2018-06-29 48.716
24 118825 2018-09-28 49.863
25 118825 2018-12-31 50.691
26 118825 2019-03-31 54.017
27 118825 2019-06-28 55.181
28 118825 2019-09-30 54.058
29 118825 2019-12-31 57.771
30 118825 2020-03-31 41.452
31 118825 2020-06-30 49.526
32 118825 2020-12-31 66.415
33 118825 2021-03-31 70.69
34 118825 2021-06-30 77.109
35 118825 2021-09-30 86.128
36 118825 2021-12-31 85.759
37 119528 2013-03-28 94.81
38 119528 2013-06-28 97.52
39 119528 2013-09-30 97.45
40 119528 2013-12-31 109.3
41 119528 2014-03-31 117.28
42 119528 2014-06-30 139.48
43 119528 2014-09-30 147.4
44 119528 2014-12-31 159.62
45 119528 2015-03-31 166.8
46 119528 2015-06-30 166.67
47 119528 2015-09-30 162.25
48 119528 2015-12-31 162.83
49 119528 2016-03-31 159.88
50 119528 2016-06-30 174.61
51 119528 2016-09-30 187.16
52 119528 2016-12-30 176.66
53 119528 2017-03-31 200.54
54 119528 2017-06-30 209.83
55 119528 2017-09-29 217.7
56 119528 2017-12-29 233.26
57 119528 2018-03-28 219.73
58 119528 2018-06-29 225.27
59 119528 2018-09-28 223.83
60 119528 2018-12-31 228.61
61 119528 2019-03-29 240.21
62 119528 2019-06-28 241.28
63 119528 2019-09-30 234.75
64 119528 2019-12-31 247.81
65 119528 2020-03-31 175.98
66 119528 2020-06-30 210.55
67 119528 2020-12-31 285.02
68 119528 2021-03-31 301.57
69 119528 2021-06-30 327.64
70 119528 2021-09-30 369.42
71 119528 2021-12-31 366.98

9
test_files/nav_history_quarterly.csv

@ -0,0 +1,9 @@
amfi_code,date,nav
118825,31-03-2019,54.017
118825,28-06-2019,55.181
118825,31-12-2019,57.771
118825,31-03-2020,41.452
118825,30-06-2020,49.526
118825,30-06-2021,77.109
118825,30-09-2021,86.128
118825,31-12-2021,85.759
1 amfi_code date nav
2 118825 31-03-2019 54.017
3 118825 28-06-2019 55.181
4 118825 31-12-2019 57.771
5 118825 31-03-2020 41.452
6 118825 30-06-2020 49.526
7 118825 30-06-2021 77.109
8 118825 30-09-2021 86.128
9 118825 31-12-2021 85.759
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