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@jongbinjung
Created June 23, 2023 00:35
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Example of some common pendulum use cases
#!/usr/bin/env python3
"""
Example of common pendulum use cases
Author: jongbin.jung
"""
import pandas as pd
import pendulum
current_time = pendulum.now()
print(current_time)
# > 2023-06-22T14:55:15.468166-07:00
print(current_time.in_tz("US/Eastern"))
# > 2023-06-22T17:55:15.468166-04:00
current_time.to_date_string()
# > '2023-06-22'
other_time = pendulum.parse("2023-03-06 15:32:00-07:00")
print(other_time)
# > 2023-03-06T15:32:00-07:00
current_time.start_of("month")
# > DateTime(2023, 6, 1, 0, 0, 0, tzinfo=Timezone('America/Los_Angeles'))
current_time.start_of("week") # Returne most-recent Monday
# > DateTime(2023, 6, 19, 0, 0, 0, tzinfo=Timezone('America/Los_Angeles'))
current_time.subtract(weeks=1).start_of("week") # Monday of previous week
# > DateTime(2023, 6, 12, 0, 0, 0, tzinfo=Timezone('America/Los_Angeles'))
# Monday prior to a year from current time?
current_time.add(years=1).start_of("week")
# > DateTime(2024, 6, 17, 0, 0, 0, tzinfo=Timezone('America/Los_Angeles'))
# Wednesday after to a month from current time?
current_time.add(months=1).next(pendulum.WEDNESDAY)
# > DateTime(2023, 7, 26, 0, 0, 0, tzinfo=Timezone('America/Los_Angeles'))
# 12 hours later?
current_time.add(hours=12)
current_time + pendulum.duration(hours=12)
# With pandas DataFrames/Series ------------------------------------------------
df = pd.DataFrame({"ts": pd.date_range("2023-06-04", "2023-06-05", periods=3)})
# ts
# 0 2023-06-04 00:00:00
# 1 2023-06-04 12:00:00
# 2 2023-06-05 00:00:00
df.assign(
this_week_of=df.ts.apply(lambda t: pendulum.instance(t).start_of("week")),
)
# ts this_week_of
# 0 2023-06-04 00:00:00 2023-05-29 00:00:00+00:00 2023-05-22
# 1 2023-06-04 12:00:00 2023-05-29 00:00:00+00:00 2023-05-22
# 2 2023-06-05 00:00:00 2023-06-05 00:00:00+00:00 2023-05-29
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