PyLegendDate
__eq__
- PyLegendPrimitive.__eq__(other)[source]
Test element-wise equality (
==).Compare this expression against another primitive value or expression. Returns a boolean expression that is
Truewhere the values are equal.- Parameters:
other (
Union[int,float,bool,str,date,datetime,Decimal,PyLegendPrimitive]) – The value or expression to compare against.- Returns:
A boolean expression representing the equality test.
- Return type:
PyLegendBoolean- Raises:
TypeError – If other is not a supported primitive type.
Examples
import pylegend frame = pylegend.samples.pandas_api.northwind_orders_frame()
# Filter rows where Ship Name equals a literal frame[frame["Ship Name"] == "Around the Horn"].head(3).to_pandas()
Order Id Order Date Required Date Shipped Date Ship Name 0 10355 1996-11-15 1996-12-13 1996-11-20 Around the Horn 1 10383 1996-12-16 1997-01-13 1996-12-18 Around the Horn 2 10453 1997-02-21 1997-03-21 1997-02-26 Around the Horn
__ge__
- PyLegendDate.__ge__(other)[source]
Date greater than or equal (
>=).- Parameters:
other (
Union[date,datetime,PyLegendStrictDate,PyLegendDateTime,PyLegendDate]) – The right-hand operand.- Return type:
PyLegendBoolean
Examples
import pylegend from datetime import date frame = pylegend.samples.pandas_api.northwind_orders_frame()
frame[frame["Shipped Date"] >= date(1998, 4, 1)].head(3).to_pandas()
Order Id Order Date Required Date Shipped Date Ship Name 0 10924 1998-03-04 1998-04-01 1998-04-08 Berglunds snabbköp 1 10927 1998-03-05 1998-04-02 1998-04-08 La corne d'abondance 2 10951 1998-03-16 1998-04-27 1998-04-07 Richter Supermarkt
__gt__
- PyLegendDate.__gt__(other)[source]
Date greater than (
>).- Parameters:
other (
Union[date,datetime,PyLegendStrictDate,PyLegendDateTime,PyLegendDate]) – The right-hand operand.- Return type:
PyLegendBoolean
Examples
import pylegend from datetime import date frame = pylegend.samples.pandas_api.northwind_orders_frame()
frame[frame["Shipped Date"] > date(1998, 4, 1)].head(3).to_pandas()
Order Id Order Date Required Date Shipped Date Ship Name 0 10924 1998-03-04 1998-04-01 1998-04-08 Berglunds snabbköp 1 10927 1998-03-05 1998-04-02 1998-04-08 La corne d'abondance 2 10951 1998-03-16 1998-04-27 1998-04-07 Richter Supermarkt
__le__
- PyLegendDate.__le__(other)[source]
Date less than or equal (
<=).- Parameters:
other (
Union[date,datetime,PyLegendStrictDate,PyLegendDateTime,PyLegendDate]) – The right-hand operand.- Return type:
PyLegendBoolean
Examples
import pylegend from datetime import date frame = pylegend.samples.pandas_api.northwind_orders_frame()
frame[frame["Shipped Date"] <= date(1996, 8, 1)].head(3).to_pandas()
Order Id Order Date Required Date Shipped Date Ship Name 0 10248 1996-07-04 1996-08-01 1996-07-16 Vins et alcools Chevalier 1 10249 1996-07-05 1996-08-16 1996-07-10 Toms Spezialitäten 2 10250 1996-07-08 1996-08-05 1996-07-12 Hanari Carnes
__lt__
- PyLegendDate.__lt__(other)[source]
Date less than (
<).- Parameters:
other (
Union[date,datetime,PyLegendStrictDate,PyLegendDateTime,PyLegendDate]) – The right-hand operand.- Return type:
PyLegendBoolean
Examples
import pylegend from datetime import date frame = pylegend.samples.pandas_api.northwind_orders_frame()
frame[frame["Shipped Date"] < date(1996, 8, 1)].head(3).to_pandas()
Order Id Order Date Required Date Shipped Date Ship Name 0 10248 1996-07-04 1996-08-01 1996-07-16 Vins et alcools Chevalier 1 10249 1996-07-05 1996-08-16 1996-07-10 Toms Spezialitäten 2 10250 1996-07-08 1996-08-05 1996-07-12 Hanari Carnes
__ne__
- PyLegendPrimitive.__ne__(other)[source]
Test element-wise inequality (
!=).Compare this expression against another primitive value or expression. Returns a boolean expression that is
Truewhere the values differ.- Parameters:
other (
Union[int,float,bool,str,date,datetime,Decimal,PyLegendPrimitive]) – The value or expression to compare against.- Returns:
A boolean expression representing the inequality test.
- Return type:
PyLegendBoolean- Raises:
TypeError – If other is not a supported primitive type.
Examples
import pylegend frame = pylegend.samples.pandas_api.northwind_orders_frame()
# Filter rows where Ship Name is not a specific value frame[frame["Ship Name"] != "Ship1"].head(3).to_pandas()
Order Id Order Date Required Date Shipped Date Ship Name 0 10248 1996-07-04 1996-08-01 1996-07-16 Vins et alcools Chevalier 1 10249 1996-07-05 1996-08-16 1996-07-10 Toms Spezialitäten 2 10250 1996-07-08 1996-08-05 1996-07-12 Hanari Carnes
adjust
- PyLegendDate.adjust(number, duration_unit)[source]
Alias for
timedelta()that also accepts aDurationUnitenum.- Parameters:
number (
Union[int,PyLegendInteger]) – How many units to shift.duration_unit (
Union[str,DurationUnit]) – The duration unit.
- Return type:
PyLegendDate
Examples
import pylegend from pylegend.core.language.shared.operations.date_operation_expressions import DurationUnit frame = pylegend.samples.pandas_api.northwind_orders_frame()
frame["plus_1m"] = frame["Shipped Date"].adjust(1, DurationUnit.MONTHS) frame[["Shipped Date", "plus_1m"]].head(3).to_pandas()
Shipped Date plus_1m 0 1996-07-16 1996-08-16 1 1996-07-10 1996-08-10 2 1996-07-12 1996-08-12
date_diff
date_part
- PyLegendDate.date_part()[source]
Extract the date portion, discarding any time component.
- Return type:
PyLegendStrictDate
Examples
import pylegend frame = pylegend.samples.pandas_api.northwind_orders_frame()
frame["ts"] = frame["Shipped Date"].first_hour_of_day().timedelta(14, "HOURS").timedelta(35, "MINUTES") frame["dt"] = frame["ts"].date_part() frame[["ts", "dt"]].head(3).to_pandas()
ts dt 0 1996-07-16 14:35:00+00:00 1996-07-16 1 1996-07-10 14:35:00+00:00 1996-07-10 2 1996-07-12 14:35:00+00:00 1996-07-12
datePart
- PyLegendDate.datePart()[source]
Alias for
date_part().- Return type:
PyLegendStrictDate
day
- PyLegendDate.day()[source]
Extract the day of the month (1–31).
- Return type:
PyLegendInteger
Examples
import pylegend frame = pylegend.samples.pandas_api.northwind_orders_frame()
frame["d"] = frame["Shipped Date"].day() frame[["Shipped Date", "d"]].head(3).to_pandas()
Shipped Date d 0 1996-07-16 16 1 1996-07-10 10 2 1996-07-12 12
day_of_week
- PyLegendDate.day_of_week()[source]
Extract the day of the week (1 = Monday … 7 = Sunday).
- Return type:
PyLegendInteger
Examples
import pylegend frame = pylegend.samples.pandas_api.northwind_orders_frame()
frame["dow"] = frame["Shipped Date"].day_of_week() frame[["Shipped Date", "dow"]].head(3).to_pandas()
Shipped Date dow 0 1996-07-16 3 1 1996-07-10 4 2 1996-07-12 6
day_of_year
- PyLegendDate.day_of_year()[source]
Extract the day of the year (1–366).
- Return type:
PyLegendInteger
Examples
import pylegend frame = pylegend.samples.pandas_api.northwind_orders_frame()
frame["doy"] = frame["Shipped Date"].day_of_year() frame[["Shipped Date", "doy"]].head(3).to_pandas()
Shipped Date doy 0 1996-07-16 198 1 1996-07-10 192 2 1996-07-12 194
dayOfMonth
dayOfWeekNumber
- PyLegendDate.dayOfWeekNumber()[source]
Alias for
day_of_week().- Return type:
PyLegendInteger
diff
- PyLegendDate.diff(other, duration_unit)[source]
Compute the difference between two dates in the given unit.
- Parameters:
other (
Union[date,datetime,PyLegendStrictDate,PyLegendDateTime,PyLegendDate]) – The date to subtract.duration_unit (
str) – The unit for the result (seetimedelta()for allowed values).
- Returns:
self − otherexpressed in duration_unit.- Return type:
PyLegendInteger- Raises:
TypeError – If other is not a date expression or literal.
ValueError – If duration_unit is not a recognised unit.
Examples
import pylegend from datetime import date frame = pylegend.samples.pandas_api.northwind_orders_frame()
frame["lag"] = frame["Order Date"].diff(frame["Shipped Date"], "DAYS") frame[["Shipped Date", "lag"]].head(3).to_pandas()
Shipped Date lag 0 1996-07-16 12 1 1996-07-10 5 2 1996-07-12 4
epoch_value
- PyLegendDate.epoch_value()[source]
Seconds since the Unix epoch (1970-01-01 00:00:00 UTC).
- Return type:
PyLegendInteger
Examples
import pylegend frame = pylegend.samples.pandas_api.northwind_orders_frame()
frame["epoch"] = frame["Shipped Date"].epoch_value() frame[["Shipped Date", "epoch"]].head(3).to_pandas()
Shipped Date epoch 0 1996-07-16 837475200 1 1996-07-10 836956800 2 1996-07-12 837129600
first_day_of_month
- PyLegendDate.first_day_of_month()[source]
First day of the month for each date.
- Returns:
A date set to the 1st of the same month.
- Return type:
PyLegendDate
Examples
import pylegend frame = pylegend.samples.pandas_api.northwind_orders_frame()
frame["mo_start"] = frame["Shipped Date"].first_day_of_month() frame[["Shipped Date", "mo_start"]].head(3).to_pandas()
Shipped Date mo_start 0 1996-07-16 1996-07-01 1 1996-07-10 1996-07-01 2 1996-07-12 1996-07-01
first_day_of_quarter
- PyLegendDate.first_day_of_quarter()[source]
First day of the quarter for each date.
- Returns:
A date set to the first day of the quarter.
- Return type:
PyLegendDate
Examples
import pylegend frame = pylegend.samples.pandas_api.northwind_orders_frame()
frame["qtr_start"] = frame["Shipped Date"].first_day_of_quarter() frame[["Shipped Date", "qtr_start"]].head(3).to_pandas()
Shipped Date qtr_start 0 1996-07-16 1996-07-01 1 1996-07-10 1996-07-01 2 1996-07-12 1996-07-01
first_day_of_week
- PyLegendDate.first_day_of_week()[source]
First day of the ISO week for each date.
- Returns:
A date set to the Monday of the same ISO week.
- Return type:
PyLegendDate
Examples
import pylegend frame = pylegend.samples.pandas_api.northwind_orders_frame()
frame["wk_start"] = frame["Shipped Date"].first_day_of_week() frame[["Shipped Date", "wk_start"]].head(3).to_pandas()
Shipped Date wk_start 0 1996-07-16 1996-07-14 1 1996-07-10 1996-07-07 2 1996-07-12 1996-07-07
first_day_of_year
- PyLegendDate.first_day_of_year()[source]
First day of the year for each date.
- Returns:
A date set to January 1 of the same year.
- Return type:
PyLegendDate
Examples
import pylegend frame = pylegend.samples.pandas_api.northwind_orders_frame()
frame["yr_start"] = frame["Shipped Date"].first_day_of_year() frame[["Shipped Date", "yr_start"]].head(3).to_pandas()
Shipped Date yr_start 0 1996-07-16 1996-01-01 1 1996-07-10 1996-01-01 2 1996-07-12 1996-01-01
first_hour_of_day
- PyLegendDate.first_hour_of_day()[source]
First hour (midnight) of the day as a datetime.
- Returns:
A datetime set to 00:00:00 of the same day.
- Return type:
PyLegendDateTime
Examples
import pylegend frame = pylegend.samples.pandas_api.northwind_orders_frame()
frame["ts"] = frame["Shipped Date"].first_hour_of_day().timedelta(14, "HOURS").timedelta(35, "MINUTES").timedelta(22, "SECONDS") frame["midnight"] = frame["ts"].first_hour_of_day() frame[["ts", "midnight"]].head(3).to_pandas()
ts midnight 0 1996-07-16 14:35:22+00:00 1996-07-16 1 1996-07-10 14:35:22+00:00 1996-07-10 2 1996-07-12 14:35:22+00:00 1996-07-12
first_millisecond_of_second
- PyLegendDate.first_millisecond_of_second()[source]
First millisecond of the second as a datetime.
- Returns:
A datetime with milliseconds set to zero.
- Return type:
PyLegendDateTime
Examples
import pylegend frame = pylegend.samples.pandas_api.northwind_orders_frame()
frame["ts"] = frame["Shipped Date"].first_hour_of_day().timedelta(14, "HOURS").timedelta(35, "MINUTES").timedelta(22, "SECONDS") frame["sec_start"] = frame["ts"].first_millisecond_of_second() frame[["ts", "sec_start"]].head(3).to_pandas()
ts sec_start 0 1996-07-16 14:35:22+00:00 1996-07-16 14:35:22+00:00 1 1996-07-10 14:35:22+00:00 1996-07-10 14:35:22+00:00 2 1996-07-12 14:35:22+00:00 1996-07-12 14:35:22+00:00
first_minute_of_hour
- PyLegendDate.first_minute_of_hour()[source]
First minute of the hour as a datetime.
- Returns:
A datetime with minutes and seconds set to zero.
- Return type:
PyLegendDateTime
Examples
import pylegend frame = pylegend.samples.pandas_api.northwind_orders_frame()
frame["ts"] = frame["Shipped Date"].first_hour_of_day().timedelta(14, "HOURS").timedelta(35, "MINUTES").timedelta(22, "SECONDS") frame["hr_start"] = frame["ts"].first_minute_of_hour() frame[["ts", "hr_start"]].head(3).to_pandas()
ts hr_start 0 1996-07-16 14:35:22+00:00 1996-07-16 14:00:00+00:00 1 1996-07-10 14:35:22+00:00 1996-07-10 14:00:00+00:00 2 1996-07-12 14:35:22+00:00 1996-07-12 14:00:00+00:00
first_second_of_minute
- PyLegendDate.first_second_of_minute()[source]
First second of the minute as a datetime.
- Returns:
A datetime with seconds set to zero.
- Return type:
PyLegendDateTime
Examples
import pylegend frame = pylegend.samples.pandas_api.northwind_orders_frame()
frame["ts"] = frame["Shipped Date"].first_hour_of_day().timedelta(14, "HOURS").timedelta(35, "MINUTES").timedelta(22, "SECONDS") frame["min_start"] = frame["ts"].first_second_of_minute() frame[["ts", "min_start"]].head(3).to_pandas()
ts min_start 0 1996-07-16 14:35:22+00:00 1996-07-16 14:35:00+00:00 1 1996-07-10 14:35:22+00:00 1996-07-10 14:35:00+00:00 2 1996-07-12 14:35:22+00:00 1996-07-12 14:35:00+00:00
firstDayOfMonth
- PyLegendDate.firstDayOfMonth()[source]
Alias for
first_day_of_month().- Return type:
PyLegendDate
firstDayOfQuarter
- PyLegendDate.firstDayOfQuarter()[source]
Alias for
first_day_of_quarter().- Return type:
PyLegendDate
firstDayOfWeek
- PyLegendDate.firstDayOfWeek()[source]
Alias for
first_day_of_week().- Return type:
PyLegendDate
firstDayOfYear
- PyLegendDate.firstDayOfYear()[source]
Alias for
first_day_of_year().- Return type:
PyLegendDate
hour
- PyLegendDate.hour()[source]
Extract the hour (0–23).
- Return type:
PyLegendInteger
Examples
import pylegend frame = pylegend.samples.pandas_api.northwind_orders_frame()
frame["ts"] = frame["Shipped Date"].first_hour_of_day().timedelta(14, "HOURS").timedelta(35, "MINUTES").timedelta(22, "SECONDS") frame["hr"] = frame["ts"].hour() frame[["ts", "hr"]].head(3).to_pandas()
ts hr 0 1996-07-16 14:35:22+00:00 14 1 1996-07-10 14:35:22+00:00 14 2 1996-07-12 14:35:22+00:00 14
in_list
- PyLegendPrimitive.in_list(lst)[source]
Test whether the value is contained in a list of values.
Returns a boolean expression equivalent to SQL
IN (...).- Parameters:
lst (
List[Union[int,float,bool,str,date,datetime,Decimal,PyLegendPrimitive]]) – A non-empty list of literal values or expressions to check membership against.- Returns:
Truewhere the value matches any element in lst.- Return type:
PyLegendBoolean- Raises:
ValueError – If lst is not a list or is empty.
TypeError – If any element in lst is not a supported primitive type.
Examples
import pylegend frame = pylegend.samples.pandas_api.northwind_orders_frame()
# Keep rows where Ship Name is one of several values frame[ frame["Ship Name"].in_list(["Hanari Carnes", "Victuailles en stock", "Suprêmes délices"]) ].head(3).to_pandas()
Order Id Order Date Required Date Shipped Date Ship Name 0 10250 1996-07-08 1996-08-05 1996-07-12 Hanari Carnes 1 10251 1996-07-08 1996-08-05 1996-07-15 Victuailles en stock 2 10252 1996-07-09 1996-08-06 1996-07-11 Suprêmes délices
is_empty
- PyLegendPrimitive.is_empty()[source]
Test whether the value is null / empty.
Returns a boolean expression that is
Truewhere the underlying column value isNULL.- Returns:
Truewhere the value is null.- Return type:
PyLegendBoolean
See also
is_not_emptyThe inverse test.
is_nullAlias for
is_empty.
Examples
import pylegend frame = pylegend.samples.pandas_api.northwind_orders_frame()
# Keep only rows where Ship Name is null frame[frame["Shipped Date"].is_empty()].head(3).to_pandas()
Order Id Order Date Required Date Shipped Date Ship Name 0 11008 1998-04-08 1998-05-06 NaT Ernst Handel 1 11019 1998-04-13 1998-05-11 NaT Rancho grande 2 11039 1998-04-21 1998-05-19 NaT LINO-Delicateses
is_not_empty
- PyLegendPrimitive.is_not_empty()[source]
Test whether the value is not null / not empty.
Returns a boolean expression that is
Truewhere the underlying column value is notNULL.- Returns:
Truewhere the value is not null.- Return type:
PyLegendBoolean
See also
is_emptyThe inverse test.
is_not_nullAlias for
is_not_empty.
Examples
import pylegend frame = pylegend.samples.pandas_api.northwind_orders_frame()
# Keep only rows where Ship Name is present frame[frame["Ship Name"].is_not_empty()].head(3).to_pandas()
Order Id Order Date Required Date Shipped Date Ship Name 0 10248 1996-07-04 1996-08-01 1996-07-16 Vins et alcools Chevalier 1 10249 1996-07-05 1996-08-16 1996-07-10 Toms Spezialitäten 2 10250 1996-07-08 1996-08-05 1996-07-12 Hanari Carnes
is_not_null
- PyLegendPrimitive.is_not_null()[source]
Test whether the value is not null.
Alias for
is_not_empty().- Returns:
Truewhere the value is not null.- Return type:
PyLegendBoolean
See also
is_not_emptyCanonical not-null-check method.
is_nullThe inverse test.
is_null
- PyLegendPrimitive.is_null()[source]
Test whether the value is null.
Alias for
is_empty().- Returns:
Truewhere the value is null.- Return type:
PyLegendBoolean
See also
is_emptyCanonical null-check method.
is_not_nullThe inverse test.
minute
- PyLegendDate.minute()[source]
Extract the minute (0–59).
- Return type:
PyLegendInteger
Examples
import pylegend frame = pylegend.samples.pandas_api.northwind_orders_frame()
frame["ts"] = frame["Shipped Date"].first_hour_of_day().timedelta(14, "HOURS").timedelta(35, "MINUTES").timedelta(22, "SECONDS") frame["min"] = frame["ts"].minute() frame[["ts", "min"]].head(3).to_pandas()
ts min 0 1996-07-16 14:35:22+00:00 35 1 1996-07-10 14:35:22+00:00 35 2 1996-07-12 14:35:22+00:00 35
month
- PyLegendDate.month()[source]
Extract the month (1–12).
- Return type:
PyLegendInteger
Examples
import pylegend frame = pylegend.samples.pandas_api.northwind_orders_frame()
frame["mo"] = frame["Shipped Date"].month() frame[["Shipped Date", "mo"]].head(3).to_pandas()
Shipped Date mo 0 1996-07-16 7 1 1996-07-10 7 2 1996-07-12 7
monthNumber
quarter
- PyLegendDate.quarter()[source]
Extract the quarter (1–4).
- Return type:
PyLegendInteger
Examples
import pylegend frame = pylegend.samples.pandas_api.northwind_orders_frame()
frame["qtr"] = frame["Shipped Date"].quarter() frame[["Shipped Date", "qtr"]].head(3).to_pandas()
Shipped Date qtr 0 1996-07-16 3 1 1996-07-10 3 2 1996-07-12 3
quarterNumber
second
- PyLegendDate.second()[source]
Extract the second (0–59).
- Return type:
PyLegendInteger
Examples
import pylegend frame = pylegend.samples.pandas_api.northwind_orders_frame()
frame["ts"] = frame["Shipped Date"].first_hour_of_day().timedelta(14, "HOURS").timedelta(35, "MINUTES").timedelta(22, "SECONDS") frame["sec"] = frame["ts"].second() frame[["ts", "sec"]].head(3).to_pandas()
ts sec 0 1996-07-16 14:35:22+00:00 22 1 1996-07-10 14:35:22+00:00 22 2 1996-07-12 14:35:22+00:00 22
timedelta
- PyLegendDate.timedelta(number, duration_unit)[source]
Shift the date by a given amount.
- Parameters:
number (
Union[int,PyLegendInteger]) – How many units to shift (negative values shift backwards).duration_unit (
str) – One of'YEARS','MONTHS','WEEKS','DAYS','HOURS','MINUTES','SECONDS','MILLISECONDS','MICROSECONDS','NANOSECONDS'(case-insensitive).
- Returns:
The shifted date.
- Return type:
PyLegendDate- Raises:
TypeError – If number is not an
intorPyLegendInteger.ValueError – If duration_unit is not a recognised unit.
Examples
import pylegend frame = pylegend.samples.pandas_api.northwind_orders_frame()
frame["plus_7d"] = frame["Shipped Date"].timedelta(7, "DAYS") frame[["Shipped Date", "plus_7d"]].head(3).to_pandas()
Shipped Date plus_7d 0 1996-07-16 1996-07-23 1 1996-07-10 1996-07-17 2 1996-07-12 1996-07-19
to_string
- PyLegendPrimitive.to_string()[source]
Convert the value to its string representation.
Returns a string expression produced by applying the database’s
CAST(... AS TEXT)(SQL) or->toString()(Pure).- Returns:
The stringified expression.
- Return type:
PyLegendString
See also
toStringAlias for
to_string.
Examples
import pylegend frame = pylegend.samples.pandas_api.northwind_orders_frame()
# Convert an integer column to a string frame["order_str"] = frame["Order Id"].to_string() frame.head(3).to_pandas()
Order Id Order Date Required Date Shipped Date Ship Name order_str 0 10248 1996-07-04 1996-08-01 1996-07-16 Vins et alcools Chevalier 10248 1 10249 1996-07-05 1996-08-16 1996-07-10 Toms Spezialitäten 10249 2 10250 1996-07-08 1996-08-05 1996-07-12 Hanari Carnes 10250
toString
- PyLegendPrimitive.toString()[source]
Convert the value to its string representation.
Alias for
to_string().- Returns:
The stringified expression.
- Return type:
PyLegendString
See also
to_stringCanonical string-conversion method.
week_of_year
- PyLegendDate.week_of_year()[source]
Extract the ISO week number (1–53).
- Return type:
PyLegendInteger
Examples
import pylegend frame = pylegend.samples.pandas_api.northwind_orders_frame()
frame["wk"] = frame["Shipped Date"].week_of_year() frame[["Shipped Date", "wk"]].head(3).to_pandas()
Shipped Date wk 0 1996-07-16 29 1 1996-07-10 28 2 1996-07-12 28
weekOfYear
- PyLegendDate.weekOfYear()[source]
Alias for
week_of_year().- Return type:
PyLegendInteger
year
- PyLegendDate.year()[source]
Extract the year.
- Return type:
PyLegendInteger
Examples
import pylegend frame = pylegend.samples.pandas_api.northwind_orders_frame()
frame["yr"] = frame["Shipped Date"].year() frame[["Shipped Date", "yr"]].head(3).to_pandas()
Shipped Date yr 0 1996-07-16 1996 1 1996-07-10 1996 2 1996-07-12 1996