Polars utils module¶
Functions¶
iso_week_date.polars_utils.datetime_to_isoweek(series, offset=timedelta(days=0))
¶
Converts date(time)
series/expr
to str
values representing ISO Week format YYYY-WNN.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
series |
T
|
series or expr of |
required |
offset |
OffsetType
|
offset in days or |
timedelta(days=0)
|
Returns:
Type | Description |
---|---|
T
|
Series or Expr with converted ISO Week values (in format YYYY-WNN) |
Raises:
Type | Description |
---|---|
TypeError
|
If any of the following condition is met:
|
Examples:
from datetime import date, timedelta
import polars as pl
from iso_week_date.polars_utils import datetime_to_isoweek
s = pl.date_range(date(2023, 1, 1), date(2023, 1, 10), interval="1d")
datetime_to_isoweek(s, offset=timedelta(days=1))
df = pl.DataFrame({"date": s})
df.select(datetime_to_isoweek(pl.col("date"), offset=1))
Source code in iso_week_date/polars_utils.py
iso_week_date.polars_utils.datetime_to_isoweekdate(series, offset=timedelta(days=0))
¶
Converts date(time)
series/expr
to str
values representing ISO Week date format YYYY-WNN-D.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
series |
T
|
series or expr of |
required |
offset |
OffsetType
|
offset in days or |
timedelta(days=0)
|
Returns:
Type | Description |
---|---|
T
|
Series or Expr with converted ISO Week values (in format YYYY-WNN-D) |
Raises:
Type | Description |
---|---|
TypeError
|
If any of the following condition is met:
|
Examples:
from datetime import date, timedelta
import polars as pl
from iso_week_date.polars_utils import datetime_to_isoweekdate
s = pl.date_range(date(2023, 1, 1), date(2023, 1, 10), interval="1d")
datetime_to_isoweekdate(s, offset=timedelta(days=1))
df = pl.DataFrame({"date": s})
df.select(datetime_to_isoweekdate(pl.col("date"), offset=1))
Source code in iso_week_date/polars_utils.py
iso_week_date.polars_utils.isoweek_to_datetime(series, offset=timedelta(days=0), weekday=1, *, strict=True)
¶
Converts series or expr of str
values in ISO Week format YYYY-WNN to a series or expr of pl.Date
values.
offset
represents how many days to add to the date before converting to pl.Date
, and it can be negative.
weekday
represents the weekday to use for conversion in ISO Week format (1-7), where 1 is the first day of the
week, 7 is the last one.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
series |
T
|
Series or Expr of |
required |
offset |
OffsetType
|
Offset in days or |
timedelta(days=0)
|
weekday |
int
|
Weekday to use for conversion (1-7) |
1
|
strict |
bool
|
Raise an error if the values cannot be converted to datetime. Otherwise mask out with a null value. |
True
|
Returns:
Type | Description |
---|---|
T
|
Series or Expr of converted date values |
Raises:
Type | Description |
---|---|
TypeError
|
If any of the following condition is met:
|
ValueError
|
If |
Examples:
from datetime import timedelta
import polars as pl
from iso_week_date.polars_utils import isoweek_to_datetime
s = pl.Series(["2022-W52", "2023-W01", "2023-W02"])
isoweek_to_datetime(series=s, offset=timedelta(days=1))
'''
date
2022-12-27
2023-01-03
2023-01-10
'''
Source code in iso_week_date/polars_utils.py
iso_week_date.polars_utils.isoweekdate_to_datetime(series, offset=timedelta(days=0), *, strict=True)
¶
Converts series/expr
of values in ISO Week date format YYYY-WNN-D to a series or expr of pl.Date
values.
offset
represents how many days to add to the date before converting to pl.Date
, and it can be negative.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
series |
T
|
Series or Expr of |
required |
offset |
OffsetType
|
Offset in days or |
timedelta(days=0)
|
strict |
bool
|
Raise an error if the values cannot be converted to datetime. Otherwise mask out with a null value. |
True
|
Returns:
Type | Description |
---|---|
T
|
Series or Expr of converted date values |
Raises:
Type | Description |
---|---|
TypeError
|
If any of the following condition is met:
|
Examples:
from datetime import timedelta
import polars as pl
from iso_week_date.polars_utils import isoweekdate_to_datetime
s = pl.Series(["2022-W52-7", "2023-W01-1", "2023-W02-1"])
isoweekdate_to_datetime(series=s, offset=timedelta(days=1))
'''
date
2022-01-02
2023-01-03
2023-01-10
'''
Source code in iso_week_date/polars_utils.py
iso_week_date.polars_utils.is_isoweek_series(series)
¶
Checks if a series or expr contains only values in ISO Week format.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
series |
T
|
series or expr of |
required |
Returns:
Type | Description |
---|---|
bool
|
|
Raises:
Type | Description |
---|---|
TypeError
|
If |
Examples:
import polars as pl
from iso_week_date.polars_utils import is_isoweek_series
s = pl.Series(["2022-W52", "2023-W01", "2023-W02"])
is_isoweek_series(s) # True
Source code in iso_week_date/polars_utils.py
iso_week_date.polars_utils.is_isoweekdate_series(series)
¶
Checks if a series or expr contains only values in ISO Week date format.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
series |
T
|
series or expr of |
required |
Returns:
Type | Description |
---|---|
bool
|
|
Raises:
Type | Description |
---|---|
TypeError
|
If |
Examples:
import polars as pl
from iso_week_date.polars_utils import is_isoweekdate_series
s = pl.Series(["2022-W52-1", "2023-W01-1", "2023-W02-1"])
is_isoweekdate_series(series=s) # True
Source code in iso_week_date/polars_utils.py
Series extension¶
iso_week_date.polars_utils.SeriesIsoWeek
¶
Bases: Generic[T]
Polars Series and Expr extension that provides methods for working with ISO weeks and dates.
Instead of importing and working with single functions from the polars_utils
module, it is possible to import the
Series and Expr extension class to be able to
use the functions as methods on Series and Expr objects.
To accomplish this, it is enough to load SeriesIsoWeek
into scope:
from datetime import date, timedelta
import polars as pl
from iso_week_date.polars_utils import SeriesIsoWeek # noqa: F401
s = pl.date_range(date(2023, 1, 1), date(2023, 1, 10), interval="1d")
s.iwd.datetime_to_isoweek(offset=timedelta(days=1))
df = pl.DataFrame({"date": s})
df.select(pl.col("date").iwd.datetime_to_isoweek(offset=1))
Attributes:
Name | Type | Description |
---|---|---|
_series |
T
|
The pandas Series object the extension is attached to. |
Source code in iso_week_date/polars_utils.py
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|
datetime_to_isoweek(offset=timedelta(0))
¶
Converts date(time)
series/expr
to str
values representing ISO Week format YYYY-WNN.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
offset |
OffsetType
|
offset in days or |
timedelta(0)
|
Returns:
Type | Description |
---|---|
T
|
Series or Expr with converted ISO Week values (in format YYYY-WNN) |
Raises:
Type | Description |
---|---|
TypeError
|
If |
Examples:
from datetime import date, timedelta
import polars as pl
from iso_week_date.polars_utils import SeriesIsoWeek # noqa: F401
s = pl.date_range(date(2023, 1, 1), date(2023, 1, 10), interval="1d")
s.iwd.datetime_to_isoweek(offset=timedelta(days=1))
df = pl.DataFrame({"date": s})
df.select(pl.col("date").iwd.datetime_to_isoweek(offset=1))
Source code in iso_week_date/polars_utils.py
datetime_to_isoweekdate(offset=timedelta(0))
¶
Converts date(time)
series/expr
to str
values representing ISO Week date format YYYY-WNN-D.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
offset |
OffsetType
|
offset in days or |
timedelta(0)
|
Returns:
Type | Description |
---|---|
T
|
Series or Expr with converted ISO Week values (in format YYYY-WNN-D) |
Raises:
Type | Description |
---|---|
TypeError
|
If |
Examples:
from datetime import date, timedelta
import polars as pl
from iso_week_date.polars_utils import SeriesIsoWeek # noqa: F401
s = pl.date_range(date(2023, 1, 1), date(2023, 1, 10), interval="1d")
s.iwd.datetime_to_isoweekdate(offset=timedelta(days=1))
df = pl.DataFrame({"date": s})
df.select(pl.col("date").iwd.datetime_to_isoweekdate(offset=1))
Source code in iso_week_date/polars_utils.py
is_isoweek()
¶
Checks if a series or expr contains only values in ISO Week format.
Returns:
Type | Description |
---|---|
bool
|
|
Examples:
import polars as pl
from iso_week_date.polars_utils import SeriesIsoWeek # noqa: F401
s = pl.Series(["2022-W52", "2023-W01", "2023-W02"])
s.iwd.is_isoweek() # True
Source code in iso_week_date/polars_utils.py
is_isoweekdate()
¶
Checks if a series or expr contains only values in ISO Week date format.
Returns:
Type | Description |
---|---|
bool
|
|
Examples:
import polars as pl
from iso_week_date.polars_utils import SeriesIsoWeek # noqa: F401
s = pl.Series(["2022-W52-1", "2023-W01-1", "2023-W02-1"])
s.iwd.is_isoweekdate() # True
Source code in iso_week_date/polars_utils.py
isoweek_to_datetime(offset=timedelta(0), weekday=1, *, strict=True)
¶
Converts series or expr of str
values in ISO Week format YYYY-WNN to a series or expr of pl.Date
values.
offset
represents how many days to add to the date before converting to pl.Date
, and it can be negative.
weekday
represents the weekday to use for conversion in ISO Week format (1-7), where 1 is the first day of the
week, 7 is the last one.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
offset |
OffsetType
|
Offset in days or |
timedelta(0)
|
weekday |
int
|
Weekday to use for conversion (1-7). |
1
|
strict |
bool
|
Raise an error if the values cannot be converted to datetime. Otherwise mask out with a null value. |
True
|
Returns:
Type | Description |
---|---|
T
|
Series or Expr of converted date values |
Raises:
Type | Description |
---|---|
TypeError
|
If |
ValueError
|
If |
Examples:
from datetime import timedelta
import polars as pl
from iso_week_date.polars_utils import SeriesIsoWeek # noqa: F401
s = pl.Series(["2022-W52", "2023-W01", "2023-W02"])
s.iwd.isoweek_to_datetime(offset=timedelta(days=1))
'''
date
2022-12-27
2023-01-03
2023-01-10
'''
Source code in iso_week_date/polars_utils.py
isoweekdate_to_datetime(offset=timedelta(0), *, strict=True)
¶
Converts str
series or expr of ISO Week date format YYYY-WNN-D to a series or expr of pl.Date
values.
offset
represents how many days to add to the date before converting to pl.Date
, and it can be negative.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
offset |
OffsetType
|
Offset in days or |
timedelta(0)
|
strict |
bool
|
Raise an error if the values cannot be converted to datetime. Otherwise mask out with a null value. |
True
|
Returns:
Type | Description |
---|---|
T
|
Series or Expr of converted date values |
Raises:
Type | Description |
---|---|
TypeError
|
If |
Examples:
from datetime import timedelta
import polars as pl
from iso_week_date.polars_utils import SeriesIsoWeek # noqa: F401
s = pl.Series(["2022-W52-7", "2023-W01-1", "2023-W02-1"])
s.iwd.isoweekdate_to_datetime(offset=timedelta(days=1))
'''
date
2022-01-02
2023-01-03
2023-01-10
'''