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Date tests #1194

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Date tests #1194

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91cf4f5
Add date tests
joseangelhernao Sep 10, 2021
adbdcad
Merge branch 'develop-21.9' into feature/tests
joseangelhernao Sep 30, 2021
47a75c2
Fix date tests bugs
joseangelhernao Oct 1, 2021
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107 changes: 107 additions & 0 deletions tests/creators/creator_date.py
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import datetime
import sys
sys.path.append("../..")


def create():
from optimus import Optimus
from optimus.tests.creator import TestCreator, default_configs

op = Optimus("pandas")
df = op.create.dataframe({
'date arrival': ["Sat Sep 30 2023 11:38:11 -0400", "Mon May 1 2021 13:25:51 -0400", "Sun Aug 30 2021 00:00:01 -0400", "Fri Dec 31 1999 23:59:59 -0400", "Wednesday Jan 15 2038 10:30:19 -0400", "Tue Jul 31 1956 12:00:00 -0400"],
'some date': ["Fri Dec 31 1999 23:59:59 -0400", "Wednesday Jan 15 2038 10:30:19 -0400", "Mon May 1 2021 13:25:51 -0400", "Sat Sep 30 2023 11:38:11 -0400", "Tue Jul 31 1956 12:00:00 -0400", "Sun Aug 30 2021 00:00:01 -0400"],
('last date seen', 'date'): ['2016/09/10', '2015/08/10', '2021/12/12', '2013/06/10', '2012/05/10', "2000/05/12"],
('Date Type'): [datetime.datetime(2016, 9, 10), datetime.datetime(2015, 8, 10), datetime.datetime(2020, 3, 1), datetime.datetime(2013, 6, 24), datetime.datetime(2012, 5, 10), "2021/8/30"],
('timestamp', 'time'): ['2014/12/24', datetime.datetime(2014, 6, 24, 15, 0), datetime.datetime(2014, 6, 24, 2, 12), datetime.datetime(2014, 6, 24, 23, 3, 59), "2021-04-05 17:38:11", datetime.datetime(2021, 9, 3, 0, 0, 1)],
})

t = TestCreator(op, df, name="date", configs=default_configs)
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To get the days between values from two columns you can pass a column name to the value parameter (this also applies to the other functions).

df.cols.days_between(cols='some date', value='timestamp', round=False, output_cols="days")

Those operations also need to be tested.

@argenisleon should we use another parameter for this case? Like other_cols or simply renaming the already implemented parameter to other or value_or_cols.


t.create(method="cols.year", variant="all", cols="*")
t.create(method="cols.year", variant="single", cols=["date arrival"], format='%a %b %d %Y %H:%M:%S %z')
t.create(method="cols.year", variant="multiple", cols=["Date Type", "timestamp", "last date seen"], output_cols=["dt", "ts", "da"])

t.create(method="cols.month", variant="all", cols="*")
t.create(method="cols.month", variant="single", cols=["date arrival"], format='%a %b %d %Y %H:%M:%S %z')
t.create(method="cols.month", variant="multiple", cols=["Date Type", "timestamp", "last date seen"], output_cols=["dt", "ts", "da"])

t.create(method="cols.day", variant="all", cols="*")
t.create(method="cols.day", variant="single", cols=["date arrival"], format='%a %b %d %Y %H:%M:%S %z')
t.create(method="cols.day", variant="multiple", cols=["Date Type", "timestamp", "last date seen"], output_cols=["dt", "ts", "da"])

t.create(method="cols.hour", variant="all", cols="*")
t.create(method="cols.hour", variant="single", cols=["date arrival"], format='%a %b %d %Y %H:%M:%S %z')
t.create(method="cols.hour", variant="multiple", cols=["Date Type", "timestamp", "last date seen"], output_cols=["dt", "ts", "da"])

t.create(method="cols.minute", variant="all", cols="*")
t.create(method="cols.minute", variant="single", cols=["date arrival"], format='%a %b %d %Y %H:%M:%S %z')
t.create(method="cols.minute", variant="multiple", cols=["Date Type", "timestamp", "last date seen"], output_cols=["dt", "ts", "da"])

t.create(method="cols.second", variant="all", cols="*")
t.create(method="cols.second", variant="single", cols=["date arrival"], format='%a %b %d %Y %H:%M:%S %z')
t.create(method="cols.second", variant="multiple", cols=["Date Type", "timestamp", "last date seen"], output_cols=["dt", "ts", "da"])

t.create(method="cols.weekday", variant="all", cols="*")
t.create(method="cols.weekday", variant="single", cols=["date arrival"], format='%a %b %d %Y %H:%M:%S %z')
t.create(method="cols.weekday", variant="multiple", cols=["Date Type", "timestamp", "last date seen"], output_cols=["dt", "ts", "da"])

t.create(method="cols.years_between", variant="all", cols="*", value='2000-1-1', date_format='%Y-%d-%m', round=False)
t.create(method="cols.years_between", variant="all_today", cols="*", round="up")
t.create(method="cols.years_between", variant="single", cols=["date arrival"], value="Sat Sep 4 2021 10:05:39 -0400", date_format='%a %b %d %Y %H:%M:%S %z', round="down")
t.create(method="cols.years_between", variant="single_timezone", cols=["date arrival", "some date"], round="round", date_format='%a %b %d %Y %H:%M:%S %z')
t.create(method="cols.years_between", variant="multiple", cols=["Date Type", "timestamp", "last date seen"], value="29/02/2012", date_format='%d/%m/%Y', round="floor", output_cols=["dt", "ts", "da"])
t.create(method="cols.years_between", variant="multiple_today", cols=["Date Type", "timestamp", "last date seen"], round="ceil", output_cols=["dt", "ts", "da"])
t.create(method="cols.years_between", variant="two_cols", cols=["date arrival"], value=["some date"], round=False, output_cols=["years"])

t.create(method="cols.months_between", variant="all", cols="*", value='2000-1-1', date_format='%Y-%d-%m', round=False)
t.create(method="cols.months_between", variant="all_today", cols="*", round="up")
t.create(method="cols.months_between", variant="single", cols=["date arrival"], value="Sat Sep 4 2021 10:05:39 -0400", date_format='%a %b %d %Y %H:%M:%S %z', round="down")
t.create(method="cols.months_between", variant="single_timezone", cols=["date arrival", "some date"], round="round")
t.create(method="cols.months_between", variant="multiple", cols=["Date Type", "timestamp", "last date seen"], value="29/02/2012", date_format='%d/%m/%Y', round="floor", output_cols=["dt", "ts", "da"])
t.create(method="cols.months_between", variant="multiple_today", cols=["Date Type", "timestamp", "last date seen"], round="ceil", output_cols=["dt", "ts", "da"])
t.create(method="cols.months_between", variant="two_cols", cols=["last date seen"], value=["Date Type"], round=False, output_cols=["months"])

t.create(method="cols.days_between", variant="all", cols="*", value='2000-1-1', date_format='%Y-%d-%m', round=False)
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date_format is used to force the format of the input columns, a test like t.create(method="cols.days_between", variant="all", cols="*", value='2000-1-1', date_format='%Y-%d-%m', round=False) will work correctly.

You can pass a date_format in single columns or in columns with the same format but it's optional

t.create(method="cols.days_between", variant="all_today", cols="*", round="up")
t.create(method="cols.days_between", variant="single", cols=["date arrival"], value="Sat Sep 4 2021 10:05:39 -0400", date_format='%a %b %d %Y %H:%M:%S %z', round="down")
t.create(method="cols.days_between", variant="single_timezone", cols=["date arrival", "some date"], round="round", date_format='%a %b %d %Y %H:%M:%S %z')
t.create(method="cols.days_between", variant="multiple", cols=["Date Type", "timestamp", "last date seen"], value="29/02/2012", date_format='%d/%m/%Y', round="floor", output_cols=["dt", "ts", "da"])
t.create(method="cols.days_between", variant="multiple_today", cols=["Date Type", "timestamp", "last date seen"], round="ceil", output_cols=["dt", "ts", "da"])
t.create(method="cols.days_between", variant="two_cols", cols=["date arrival"], value=["timestamp"], round=False, output_cols=["days"])

t.create(method="cols.hours_between", variant="all", cols="*", value='2000-1-1', date_format='%Y-%d-%m', round=False)
t.create(method="cols.hours_between", variant="all_today", cols="*", round="up")
t.create(method="cols.hours_between", variant="single", cols=["date arrival"], value="Sat Sep 4 2021 10:05:39 -0400", date_format='%a %b %d %Y %H:%M:%S %z', round="down")
t.create(method="cols.hours_between", variant="single_timezone", cols=["date arrival", "some date"], round="round")
t.create(method="cols.hours_between", variant="multiple", cols=["Date Type", "timestamp", "last date seen"], value="29/02/2012", date_format='%d/%m/%Y', round="floor", output_cols=["dt", "ts", "da"])
t.create(method="cols.hours_between", variant="multiple_today", cols=["Date Type", "timestamp", "last date seen"], round="ceil", output_cols=["dt", "ts", "da"])
t.create(method="cols.hours_between", variant="two_cols", cols=["some date"], value=["last date seen"], round=False, output_cols=["hours"])

t.create(method="cols.minutes_between", variant="all", cols="*", value='2000-1-1', date_format='%Y-%d-%m', round=False)
t.create(method="cols.minutes_between", variant="all_today", cols="*", round="up")
t.create(method="cols.minutes_between", variant="single", cols=["date arrival"], value="Sat Sep 4 2021 10:05:39 -0400", date_format='%a %b %d %Y %H:%M:%S %z', round="down")
t.create(method="cols.minutes_between", variant="single_timezone", cols=["date arrival", "some date"], round="round", date_format='%a %b %d %Y %H:%M:%S %z')
t.create(method="cols.minutes_between", variant="multiple", cols=["Date Type", "timestamp", "last date seen"], value="29/02/2012", date_format='%d/%m/%Y', round="floor", output_cols=["dt", "ts", "da"])
t.create(method="cols.minutes_between", variant="multiple_today", cols=["Date Type", "timestamp", "last date seen"], round="ceil", output_cols=["dt", "ts", "da"])
t.create(method="cols.minutes_between", variant="two_cols", cols=["Date Type"], value=["timestamp"], round=False, output_cols=["minutes"])

t.create(method="cols.seconds_between", variant="all", cols="*", value='2000-1-1', date_format='%Y-%d-%m', round=False)
t.create(method="cols.seconds_between", variant="all_today", cols="*", round="up")
t.create(method="cols.seconds_between", variant="single", cols=["date arrival"], value="Sat Sep 4 2021 10:05:39 -0400", date_format='%a %b %d %Y %H:%M:%S %z', round="down")
t.create(method="cols.seconds_between", variant="single_timezone", cols=["date arrival", "some date"], round="round")
t.create(method="cols.seconds_between", variant="multiple", cols=["Date Type", "timestamp", "last date seen"], value="29/02/2012", date_format='%d/%m/%Y', round="floor", output_cols=["dt", "ts", "da"])
t.create(method="cols.seconds_between", variant="multiple_today", cols=["Date Type", "timestamp", "last date seen"], round="ceil", output_cols=["dt", "ts", "da"])
t.create(method="cols.seconds_between", variant="two_cols", cols=["date arrival"], value=["Date Type"], round=False, output_cols=["seconds"])

t.create(method="cols.date_format", variant="all", cols="*")
t.create(method="cols.date_format", variant="single", cols=["date arrival"])
t.create(method="cols.date_format", variant="multiple", cols=["Date Type", "timestamp", "last date seen"])

t.create(method="cols.format_date", variant="all", cols="*", output_format='%d')
t.create(method="cols.format_date", variant="single", cols=["date arrival"], current_format='%a %b %d %Y %H:%M:%S %z', output_format='%d/%Y/%m')
t.create(method="cols.format_date", variant="multiple", cols=["Date Type", "timestamp", "last date seen"], output_format='%H:%M:%S', output_cols=["dt", "ts", "da"])

t.run()

create()
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