Nushell Plugin
Encoder: msgpack
Version: 0.117.0
Plugin file path: /usr/bin/nu_plugin_polars

Command: polars
Description:
 > Operate with data in a dataframe format.

Extra description:
 >
You must use one of the subcommands below. Using this command as-is will only produce this help message.

The following are the main datatypes (wrapped from Polars) that are used by these subcommands:

Lazy and Strict dataframes (called `NuLazyFrame` and `NuDataFrame` in error messages) are the main
data structure.

Expressions, representing various column operations (called `NuExpression`), are passed to many commands such as
`polars filter` or `polars with-column`. Most nushell operators are supported in these expressions, importantly
arithmetic, comparison and boolean logical.

Groupbys (`NuLazyGroupBy`), the output of a `polars group-by`, represent a grouped dataframe and are typically piped
to the `polars agg` command with some column expressions for aggregation which then returns a dataframe.


Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars cumulative
Description:
 > Cumulative calculation for a column or series.

Flags:
  -h, --help: Display the help message for this command
  -r, --reverse: Reverse cumulative calculation.

Parameters:
  type <string>: Rolling operation. Values of min, max, and sum are accepted.
======================

Command: polars agg-groups
Description:
 > Creates an agg_groups expression.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars count
Description:
 > Returns the number of non-null values in the column.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars implode
Description:
 > Aggregates values into a list.

Flags:
  -h, --help: Display the help message for this command
  -o, --maintain-order: Maintains the order of the original values in the list

Parameters:
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Command: polars max
Description:
 > Creates a max expression or aggregates columns to their max value.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars mean
Description:
 > Creates a mean expression for an aggregation or aggregates columns to their mean value.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars min
Description:
 > Creates a min expression or aggregates columns to their min value.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars std
Description:
 > Creates a std expression for an aggregation of std value from columns in a dataframe.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars sum
Description:
 > Creates a sum expression for an aggregation or aggregates columns to their sum value.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars var
Description:
 > Create a var expression for an aggregation.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars horizontal
Description:
 > Horizontal calculation across multiple columns.

Flags:
  -h, --help: Display the help message for this command
  -n, --nulls: If set, null value in the input will lead to null output.

Parameters:
  type <string>: Horizontal operation. Values of all, any, min, max, sum, and mean are accepted.
  ...Group-by expressions <any>: Expression(s) that define the lazy group-by.
======================

Command: polars agg
Description:
 > Performs a series of aggregations from a group-by.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  ...Group-by expressions <any>: Expression(s) that define the aggregations to be applied.
======================

Command: polars count-null
Description:
 > Counts null values.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars n-unique
Description:
 > Counts unique values.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars over
Description:
 > Compute expressions over a window group defined by partition expressions.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  ...partition by expressions <any>: Expression(s) that define the partition window.
======================

Command: polars rolling
Description:
 > Rolling calculation for a series or expression, or a rolling group-by for a lazyframe.

Flags:
  -h, --help: Display the help message for this command
  -i, --index-column <string>: Time or index column to roll over. Required for lazyframe input.
  -p, --period <oneof<duration, string, int>>: Rolling window width (e.g. 7day, "7d", 1wk, "1mo", "2i", ). Required for lazyframe input.
  -o, --offset <oneof<duration, string, int>>: Offset of the rolling window relative to the index column (default: 1ns).
  -c, --closed <string>: Which boundary of the window is closed: left, right, both, none (default: left).
  -g, --group-by <list<any>>: Additional expressions to group by within each rolling window.

Parameters:
  (optional) type <string>: Rolling operation (min, max, sum, mean). Required for dataframe and expression inputs.
  (optional) window <int>: Window size for rolling. Required for dataframe and expression inputs.
======================

Command: polars value-counts
Description:
 > Returns a dataframe with the counts for unique values in series.

Flags:
  -h, --help: Display the help message for this command
  -c, --column <string>: Provide a custom name for the count column.
  -s, --sort: Whether or not values should be sorted.
  -p, --parallel: Use multiple threads when processing.
  -n, --normalize <string>: Normalize the counts.

Parameters:
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Command: polars group-by
Description:
 > Creates a group-by object that can be used for other aggregations.

Flags:
  -h, --help: Display the help message for this command
  -m, --maintain-order: Ensure that the order of the groups is consistent with the input data. This is slower than a default group by and cannot be run on the streaming engine.

Parameters:
  ...Group-by expressions <any>: Expression(s) that define the lazy group-by.
======================

Command: polars median
Description:
 > Median value from columns in a dataframe or creates expression for an aggregation

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars quantile
Description:
 > Aggregates the columns to the selected quantile.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  quantile <number>: Quantile value for quantile operation.
======================

Command: polars all-false
Description:
 > Returns true if all values are false.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars all-true
Description:
 > Returns true if all values are true.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars arg-true
Description:
 > Returns indexes where values are true.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars is-in
Description:
 > Creates an is-in expression or checks to see if the elements are contained in the right series

Flags:
  -h, --help: Display the help message for this command
  -o, --maintain-order: Maintains the order of the original values in the list

Parameters:
  list <any>: List to check if values are in.
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Command: polars otherwise
Description:
 > Completes a when expression.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  otherwise expression <any>: Expression to apply when no when predicate matches.
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Command: polars when
Description:
 > Creates and modifies a when expression.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  when expression <any>: When expression used for matching.
  then expression <any>: Expression that will be applied when predicate is true.
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Command: polars expr-not
Description:
 > Creates a not expression.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars is-duplicated
Description:
 > Creates mask indicating duplicated values.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars is-not-null
Description:
 > Creates mask where value is not null.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars is-null
Description:
 > Creates mask where value is null.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars is-unique
Description:
 > Creates mask indicating unique values.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars not
Description:
 > Inverts boolean mask.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars set
Description:
 > Sets value where given mask is true.

Flags:
  -m, --mask (required parameter) <any>: Mask indicating insertions.
  -h, --help: Display the help message for this command

Parameters:
  value <any>: Value to be inserted in series.
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Command: polars columns
Description:
 > Show dataframe columns.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars cache
Description:
 > Caches operations in a new LazyFrame.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars open
Description:
 > Opens CSV, JSON, NDJSON/JSON lines, arrow, avro, or parquet file to create dataframe. A lazy dataframe will be created by default, if supported.

Flags:
  -h, --help: Display the help message for this command
  --eager: Open dataframe as an eager dataframe.
  -t, --type <string>: File type: csv, tsv, json, parquet, arrow, avro. If omitted, derive from file extension.
  -d, --delimiter <string>: File delimiter character. CSV file.
  --no-header: Indicates if file doesn't have header. CSV file.
  --infer-schema <number>: Number of rows to infer the schema of the file. CSV file.
  --skip-rows <number>: Number of rows to skip from file. CSV file.
  --columns <list<string>>: Columns to be selected from csv file. CSV and Parquet file.
  -s, --schema <any>: Polars Schema in format [{name: str}]. CSV, JSON, and JSONL files.
  --hive-enabled: Enable hive support. Parquet and Arrow files.
  --hive-start-idx <number>: Start index of hive partitioning. Parquet and Arrow files.
  --hive-schema <any>: Hive schema in format [{name: str}]. Parquet and Arrow files.
  --hive-try-parse-dates: Try to parse dates in hive partitioning. Parquet and Arrow files.
  --truncate-ragged-lines: Truncate lines that are longer than the schema. CSV file.

Parameters:
  file <string>: File path or cloud url to load values from.
======================

Command: polars profile
Description:
 > Profile a lazy dataframe.

Extra description:
 > This will run the query and return a record containing the materialized DataFrame and a DataFrame that contains profiling information of each node that is executed.

The units of the timings are microseconds.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars summary
Description:
 > For a dataframe, produces descriptive statistics (summary statistics) for its numeric columns.

Flags:
  -h, --help: Display the help message for this command
  -q, --quantiles <list<float>>: Provide optional quantiles.

Parameters:
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Command: polars shape
Description:
 > Shows column and row size for a dataframe.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars schema
Description:
 > Show schema for a dataframe.

Flags:
  -h, --help: Display the help message for this command
  -l, --datatype-list: Creates a lazy dataframe.

Parameters:
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Command: polars into-nu
Description:
 > Converts a dataframe or an expression into nushell value for access and exploration.

Flags:
  -h, --help: Display the help message for this command
  -n, --rows <number>: Number of rows to be shown.
  -t, --tail: Shows tail rows.
  -i, --index: Add an index column.

Parameters:
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Command: polars into-df
Description:
 > Converts a list, table or record into a dataframe.

Flags:
  -h, --help: Display the help message for this command
  -s, --schema <any>: Polars Schema in format [{name: str}].
  -c, --as-columns: When input shape is record of lists, treat each list as column values.

Parameters:
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Command: polars save
Description:
 > Saves a dataframe to disk. For lazy dataframes a sink operation will be used if the file type supports it (parquet, ipc/arrow, csv, and ndjson).

Flags:
  -h, --help: Display the help message for this command
  -t, --type <string>: File type: csv, json, parquet, arrow/ipc. If omitted, derive from file extension.
  --avro-compression <string>: Compression for avro supports deflate or snappy.
  --csv-delimiter <string>: File delimiter character.
  --csv-no-header: Indicates to exclude a header row for CSV files.

Parameters:
  path <string>: Path or cloud url to write to.
======================

Command: polars into-lazy
Description:
 > Converts a dataframe into a lazy dataframe.

Flags:
  -h, --help: Display the help message for this command
  -s, --schema <any>: Polars Schema in format [{name: str}].

Parameters:
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Command: polars into-repr
Description:
 > Display a dataframe in its repr format.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars into-dtype
Description:
 > Convert a string to a specific datatype.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars into-schema
Description:
 > Convert a value to a polars schema object

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars math
Description:
 > Collection of math functions to be applied on column expressions.

Extra description:
 >
You must use one of the subcommands below. Using this command as-is will only produce this help message.

See https://docs.pola.rs/api/python/stable/reference/expressions/computation.html for more information.


Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars math abs
Description:
 > Compute the absolute values of a column expression.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars math bitwise-and
Description:
 > Perform an aggregation of bitwise ANDs over a column expression.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars math bitwise-count-ones
Description:
 > Compute the number of set bits for each element in an integer column expression.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars math bitwise-count-zeros
Description:
 > Compute the number of unset bits for each element in an integer column expression.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars math bitwise-leading-ones
Description:
 > Compute the number of leading set bits for each element in an integer column expression.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars math bitwise-leading-zeros
Description:
 > Compute the number of leading unset bits for each element in an integer column expression.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars math bitwise-or
Description:
 > Perform an aggregation of bitwise ORs over a column expression.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars math bitwise-trailing-ones
Description:
 > Compute the number of trailing set bits for each element in an integer column expression.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars math bitwise-trailing-zeros
Description:
 > Compute the number of trailing unset bits for each element in an integer column expression.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars math bitwise-xor
Description:
 > Perform an aggregation of bitwise XORs over a column expression.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars math cos
Description:
 > Compute the element-wise cosine of a column expression.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars math dot
Description:
 > Compute the dot product of two column expressions.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  other <any>: Expression to compute dot product with.
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Command: polars math exp
Description:
 > Compute element-wise e raised to the power of a column expression.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars math log
Description:
 > Compute the element-wise logarithm of a column expression.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  (optional) base <number>: Logarithm base (default: e, the natural logarithm).
======================

Command: polars math log1p
Description:
 > Compute the element-wise natural log of 1 + x for a column expression.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars math sign
Description:
 > Compute the element-wise sign of a column expression, returning -1, 0, or 1.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars math sin
Description:
 > Compute the element-wise sine of a column expression.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars math sqrt
Description:
 > Compute the element-wise square root of a column expression.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars append
Description:
 > Appends a new dataframe.

Flags:
  -h, --help: Display the help message for this command
  -c, --col: Append as new columns instead of rows.

Parameters:
  other <any>: Other dataframe to append.
======================

Command: polars cast
Description:
 > Cast a column to a different dtype.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  dtype <string>: The dtype to cast the column to.
  (optional) column <string>: The column to cast. Required when used with a dataframe.
======================

Command: polars cut
Description:
 > Bin continuous values into discrete categories for a series.

Flags:
  -h, --help: Display the help message for this command
  -l, --labels <list<string>>: Names of the categories. The number of labels must be equal to the number of cut points plus one.
  -c, --left_closed: Set the intervals to be left-closed instead of right-closed.
  -b, --include_breaks: Include a column with the right endpoint of the bin each observation falls in. This will change the data type of the output from a Categorical to a Struct.

Parameters:
  breaks <any>: Dataframe that contains a series of unique cut points.
======================

Command: polars drop
Description:
 > Creates a new dataframe by dropping the selected columns.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  ...rest <any>: Column names to be dropped.
======================

Command: polars concat
Description:
 > Concatenate two or more dataframes.

Flags:
  -h, --help: Display the help message for this command
  --no-parallel: Disable parallel execution.
  --rechunk: Rechunk the resulting dataframe.
  --to-supertypes: Cast to supertypes.
  --diagonal: Concatenate dataframes diagonally.
  --no-maintain-order: Do not maintain order. The default behavior is to maintain order.
  --from-partitioned-ds: Concatenate dataframes from a partitioned dataset.

Parameters:
  ...dataframes <any>: The dataframes to concatenate.
======================

Command: polars drop-duplicates
Description:
 > Drops duplicate values in dataframe.

Flags:
  -h, --help: Display the help message for this command
  -m, --maintain: Maintain order.
  -l, --last: Keeps last duplicate value (by default keeps first).

Parameters:
  (optional) subset <table>: Subset of columns to drop duplicates.
======================

Command: polars drop-nulls
Description:
 > Drops null values in dataframe.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  (optional) subset <table>: Subset of columns to drop nulls.
======================

Command: polars dummies
Description:
 > Creates a new dataframe with dummy variables.

Flags:
  -h, --help: Display the help message for this command
  -d, --drop-first: Drop first row.
  -n, --drop-nulls: Drop nulls.
  -s, --separator: Optional separator.

Parameters:
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Command: polars filter-with
Description:
 > Filters dataframe using a mask or expression as reference.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  mask or expression <any>: Boolean mask used to filter data.
======================

Command: polars entropy
Description:
 > Compute the entropy as `-sum(pk * log(pk))` where `pk` are discrete probabilities.

Flags:
  -h, --help: Display the help message for this command
  --base <float>: Given base, defaults to e.
  --normalize <bool>: Normalize pk if it doesn’t sum to 1. Default to true.

Parameters:
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Command: polars get
Description:
 > Creates dataframe with the selected columns.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  ...rest <any>: Column names to sort dataframe.
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Command: polars pivot
Description:
 > Pivot a DataFrame from long to wide format.

Flags:
  -o, --on (required parameter) <any>: Column names for pivoting.
  -h, --help: Display the help message for this command
  -c, --on-cols <any>: column names used as value columns
  -i, --index <any>: Selector or column names for indexes.
  --values <any>: Selector or column names used as value columns.
  -a, --aggregate <any>: Aggregation to apply when pivoting. The following are supported: first, sum, min, max, mean, median, count, last, or a custom expression.
  -p, --separator <string>: Delimiter in generated column names in case of multiple `values` columns (default '_').
  --maintain-order: Maintain Order.
  -t, --streamable: Whether or not to use the polars streaming engine. Only valid for lazy dataframes
  --stable: Perform a stable pivot.
  --always-combine-names: Always combine the values and on-column names.

Parameters:
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Command: polars unpivot
Description:
 > Unpivot a DataFrame from wide to long format.

Flags:
  -i, --index (required parameter) <list<any>>: Column names for unpivoting.
  -o, --on (required parameter) <list<any>>: Column names used as value columns.
  -h, --help: Display the help message for this command
  -r, --variable-name <string>: Optional name for variable column.
  -l, --value-name <string>: Optional name for value column.

Parameters:
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Command: polars first
Description:
 > Show only the first number of rows or create a first expression

Flags:
  -h, --help: Display the help message for this command

Parameters:
  (optional) rows <int>: Starting from the front, the number of rows to return.
======================

Command: polars last
Description:
 > Creates new dataframe with tail rows or creates a last expression.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  (optional) rows <int>: Number of rows for tail.
======================

Command: polars len
Description:
 > Return the number of rows in the context. This is similar to COUNT(*) in SQL.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars rename
Description:
 > Rename a dataframe column.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  columns <any>: Column(s) to be renamed. A string or list of strings.
  new names <any>: New names for the selected column(s). A string or list of strings.
======================

Command: polars sample
Description:
 > Create sample dataframe.

Flags:
  -h, --help: Display the help message for this command
  -n, --n-rows <int>: Number of rows to be taken from dataframe.
  -f, --fraction <number>: Fraction of dataframe to be taken.
  -s, --seed <number>: Seed for the selection.
  -e, --replace: Sample with replace.
  -u, --shuffle: Shuffle sample.

Parameters:
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Command: polars slice
Description:
 > Creates new dataframe from a slice of rows.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  offset <int>: Start of slice.
  size <int>: Size of slice.
======================

Command: polars take
Description:
 > Creates new dataframe using the given indices.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  indices <any>: List of indices used to take data.
======================

Command: polars query
Description:
 > Query dataframe using SQL. Note: The dataframe is always named 'df' in your query's from clause.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  sql <string>: Sql query.
======================

Command: polars with-column
Description:
 > Adds a series to the dataframe.

Flags:
  -h, --help: Display the help message for this command
  -n, --name <string>: New column name. For lazy dataframes and expressions syntax, use a `polars as` expression to name a column.

Parameters:
  ...series or expressions <any>: Series to be added or expressions used to define the new columns.
======================

Command: polars as
Description:
 > Creates an alias expression.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  Alias name <string>: Alias name for the expression.
======================

Command: polars arg-where
Description:
 > Creates an expression that returns the arguments where expression is true.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  column name <any>: Expression to evaluate.
======================

Command: polars lit
Description:
 > Creates a literal expression.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  literal <any>: Literal to construct the expression.
======================

Command: polars col
Description:
 > Creates a named column expression.

Flags:
  -h, --help: Display the help message for this command
  -t, --type: Treat column names as type names.

Parameters:
  column name <string>: Name of column to be used. '*' can be used for all columns. Accepts regular expression input; regular expressions should start with ^ and end with $.
  ...more columns <string>: Additional columns to be used. Cannot be '*'.
======================

Command: polars collect
Description:
 > Collect lazy dataframe into eager dataframe.

Flags:
  -h, --help: Display the help message for this command

Parameters:
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Command: polars explode
Description:
 > Explodes a dataframe or creates a explode expression.

Flags:
  -h, --help: Display the help message for this command
  --empty-as-null: Explode an empty list into a `null`
  --keep-nulls: Explode a `null` into a `null`

Parameters:
  ...columns <any>: A polars selector or columns to explode, only applicable for dataframes
======================

Command: polars fill-nan
Description:
 > Replaces NaN values with the given expression.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  fill <any>: Expression to use to fill the NAN values.
======================

Command: polars fill-null
Description:
 > Replaces NULL values with the given expression.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  fill <any>: Expression to use to fill the null values.
======================

Command: polars flatten
Description:
 > An alias for polars explode.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  ...columns <string>: Columns to flatten, only applicable for dataframes.
======================

Command: polars join
Description:
 > Joins a lazy frame with other lazy frame.

Flags:
  -h, --help: Display the help message for this command
  -i, --inner: Inner joining between lazyframes (default).
  -l, --left: Left join between lazyframes.
  -f, --full: Full join between lazyframes.
  -c, --cross: Cross join between lazyframes.
  --coalesce-columns: Sets the join coalesce strategy to colesce columns. Most useful when used with --full, which will not otherwise coalesce.
  --nulls-equal: Join on null values. By default null values will never produce matches.
  -s, --suffix <string>: Suffix to use on columns with same name.

Parameters:
  other <any>: LazyFrame to join with.
  (optional) left_on <any>: Left column(s) to join on.
  (optional) right_on <any>: Right column(s) to join on.
======================

Command: polars join-where
Description:
 > Joins a lazy frame with other lazy frame based on conditions.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  other <any>: LazyFrame to join with.
  condition <any>: Condition.
======================

Command: polars map-batches
Description:
 > Map a custom Nushell closure over one or more dataframe columns.

Extra description:
 > The closure receives a list of single-column dataframes (one per named column) and must return a value that can be converted to a series — a single-column dataframe, a list, or a scalar. The result is returned as a single-column dataframe. The closure is invoked once with all columns at the time `polars map-batches` is run.

Flags:
  -h, --help: Display the help message for this command
  -d, --return-dtype <any>: Data type to cast the closure's result to.
  -n, --name <string>: Name for the resulting column.

Parameters:
  closure <closure(any)>: Closure to apply. Receives a list of single-column dataframes.
  ...columns <string>: Names of columns to pass to the closure. If omitted, all columns are used.
======================

Command: polars reverse
Description:
 > Reverses the LazyFrame

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars select
Description:
 > Selects columns from lazyframe.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  ...select expressions <any>: Expression(s) that define the column selection.
======================

Command: polars sort-by
Description:
 > Sorts a lazy dataframe based on expression(s).

Flags:
  -h, --help: Display the help message for this command
  -r, --reverse <list<bool>>: Reverse sorting. Default is false.
  -n, --nulls-last: Nulls are shown last in the dataframe.
  -m, --maintain-order: Maintains order during sort.

Parameters:
  ...sort expression <any>: Sort expression for the dataframe.
======================

Command: polars filter
Description:
 > Filter dataframe based in expression.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  filter expression <any>: Expression that define the column selection.
======================

Command: polars replace
Description:
 > Create an expression that replaces old values with new values

Flags:
  -h, --help: Display the help message for this command
  -s, --strict: Require that all values must be replaced or throw an error (ignored if `old` or `new` are expressions).
  -d, --default <any>: Set values that were not replaced to this value. If no default is specified, (default), an error is raised if any values were not replaced. Accepts expression input. Non-expression inputs are parsed as literals.
  -t, --return-dtype <string>: Data type of the resulting expression. If set to `null` (default), the data type is determined automatically based on the other inputs.

Parameters:
  old <oneof<record, list<any>>>: Values to be replaced.
  (optional) new <list<any>>: Values to replace by.
======================

Command: polars shift
Description:
 > Shifts the values by a given period.

Flags:
  -h, --help: Display the help message for this command
  -f, --fill <any>: Expression used to fill the null values (lazy df).

Parameters:
  period <int>: Shift period.
======================

Command: polars struct-json-encode
Description:
 > Convert this struct to a string column with json values.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars qcut
Description:
 > Bin continuous values into discrete categories based on their quantiles for a series.

Flags:
  -h, --help: Display the help message for this command
  -l, --labels <list<string>>: Names of the categories. The number of labels must be equal to the number of cut points plus one.
  -c, --left_closed: Set the intervals to be left-closed instead of right-closed.
  -b, --include_breaks: Include a column with the right endpoint of the bin each observation falls in. This will change the data type of the output from a Categorical to a Struct.
  -d, --allow_duplicates: If set, duplicates in the resulting quantiles are dropped, rather than raising an error. This can happen even with unique probabilities, depending on the data.

Parameters:
  quantiles <any>: Either a list of quantile probabilities between 0 and 1 or a positive integer determining the number of bins with uniform probability.
======================

Command: polars unique
Description:
 > Returns unique values from a dataframe.

Flags:
  -h, --help: Display the help message for this command
  -s, --subset <any>: Subset of column(s) to use to maintain rows (lazy df).
  -l, --last: Keeps last unique value. Default keeps first value (lazy df).
  -k, --maintain-order: Keep the same order as the original DataFrame (lazy df).

Parameters:
======================

Command: polars unnest
Description:
 > Decompose struct columns into separate columns for each of their fields. The new columns will be inserted into the dataframe at the location of the struct column.

Flags:
  -h, --help: Display the help message for this command
  -s, --separator <string>: Optional separator to use when creating new column names.

Parameters:
  ...cols <string>: Columns to unnest.
======================

Command: polars as-date
Description:
 > Converts string to date.

Extra description:
 > Format example:
        "%Y-%m-%d"    => 2021-12-31
        "%d-%m-%Y"    => 31-12-2021
        "%Y%m%d"      => 2021319 (2021-03-19)

Flags:
  -h, --help: Display the help message for this command
  -n, --not-exact: The format string may be contained in the date (e.g. foo-2021-01-01-bar could match 2021-01-01).

Parameters:
  format <string>: Formatting date string.
======================

Command: polars as-datetime
Description:
 > Converts string to datetime.

Extra description:
 > Format example:
        "%y/%m/%d %H:%M:%S"  => 21/12/31 12:54:98
        "%y-%m-%d %H:%M:%S"  => 2021-12-31 24:58:01
        "%y/%m/%d %H:%M:%S"  => 21/12/31 24:58:01
        "%y%m%d %H:%M:%S"    => 210319 23:58:50
        "%Y/%m/%d %H:%M:%S"  => 2021/12/31 12:54:98
        "%Y-%m-%d %H:%M:%S"  => 2021-12-31 24:58:01
        "%Y/%m/%d %H:%M:%S"  => 2021/12/31 24:58:01
        "%Y%m%d %H:%M:%S"    => 20210319 23:58:50
        "%FT%H:%M:%S"        => 2019-04-18T02:45:55
        "%FT%H:%M:%S.%6f"    => microseconds
        "%FT%H:%M:%S.%9f"    => nanoseconds

Flags:
  -h, --help: Display the help message for this command
  -n, --not-exact: The format string may be contained in the date (e.g. foo-2021-01-01-bar could match 2021-01-01).
  --naive: The input datetimes should be parsed as naive (i.e., not timezone-aware). Ignored if input is an expression.
  -a, --ambiguous <oneof<string, nothing>>: Determine how to deal with ambiguous datetimes:
                    `raise` (default): raise error
                    `earliest`: use the earliest datetime
                    `latest`: use the latest datetime
                    `null`: set to null
                    Used only when input is a lazyframe or expression and ignored otherwise
  --time-unit <string>: Time unit for the output datetime. One of: ns, us, ms. Default is ns.
  --time-zone <string>: Time zone for the output datetime. E.g. 'UTC', 'America/New_York'.

Parameters:
  format <string>: Formatting date time string.
======================

Command: polars convert-time-zone
Description:
 > Convert datetime to target timezone.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  time_zone <string>: Timezone for the Datetime Series. Pass `null` to unset time zone.
======================

Command: polars date-range
Description:
 > Create a date range expression.

Flags:
  -h, --help: Display the help message for this command
  -s, --start <any>: Start of the date range expression. This supports a string, date, or datetime expression.
  -e, --end <any>: End of the date range expression. This supports a string, date, or datetime expression.
  -i, --interval <any>: Interval of the date range expression. This supports a string or duration expression.
  -c, --closed <string>: Closed window of the date range expression. This supports 'left', 'right', 'both', or 'none'.
  --eager: Eagerly collect the date range expression into a dataframe.

Parameters:
======================

Command: polars date-ranges
Description:
 > Create a column of date ranges.

Flags:
  -h, --help: Display the help message for this command
  -s, --start <any>: Start of the date range expression. This supports a string, date, or datetime expression.
  -e, --end <any>: End of the date range expression. This supports a string, date, or datetime expression.
  -i, --interval <any>: Interval of the date range expression. This supports a string or duration expression.
  -c, --closed <string>: Closed window of the date range expression. This supports 'left', 'right', 'both', or 'none'.
  --eager: Eagerly collect the date range expression into a dataframe.

Parameters:
======================

Command: polars datetime-range
Description:
 > Create a datetime range expression.

Flags:
  -h, --help: Display the help message for this command
  -s, --start <any>: Start of the datetime range expression. This supports a string, date, or datetime expression.
  -e, --end <any>: End of the datetime range expression. This supports a string, date, or datetime expression.
  -i, --interval <any>: Interval of the datetime range expression. This supports a string or duration expression.
  -c, --closed <string>: Closed window of the datetime range expression. This supports 'left', 'right', 'both', or 'none'.
  --time-unit <string>: Time unit for the output datetime. One of: ns, us, ms.
  --time-zone <string>: Time zone for the output datetime. E.g. 'UTC', 'America/New_York'.
  --eager: Eagerly collect the datetime range expression into a dataframe.

Parameters:
======================

Command: polars datetime-ranges
Description:
 > Create a column of datetime ranges.

Flags:
  -h, --help: Display the help message for this command
  -s, --start <any>: Start of the datetime range expression. This supports a string, date, or datetime expression.
  -e, --end <any>: End of the datetime range expression. This supports a string, date, or datetime expression.
  -i, --interval <any>: Interval of the datetime range expression. This supports a string or duration expression.
  -c, --closed <string>: Closed window of the datetime range expression. This supports 'left', 'right', 'both', or 'none'.
  --time-unit <string>: Time unit for the output datetime. One of: ns, us, ms.
  --time-zone <string>: Time zone for the output datetime. E.g. 'UTC', 'America/New_York'.
  --eager: Eagerly collect the datetime range expression into a dataframe.

Parameters:
======================

Command: polars datepart
Description:
 > Creates an expression for capturing the specified datepart in a column.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  Datepart name <string>: Part of the date to capture.  Possible values are year, quarter, month, week, weekday, day, hour, minute, second, millisecond, microsecond, nanosecond.
======================

Command: polars get-day
Description:
 > Gets day from date.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars get-hour
Description:
 > Gets hour from datetime.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars get-minute
Description:
 > Gets minute from date.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars get-month
Description:
 > Gets month from date.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars get-nanosecond
Description:
 > Gets nanosecond from date.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars get-ordinal
Description:
 > Gets ordinal from date.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars get-second
Description:
 > Gets second from date.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars get-week
Description:
 > Gets week from date.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars get-weekday
Description:
 > Gets weekday from date.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars get-year
Description:
 > Gets year from date.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars replace-time-zone
Description:
 > Replace the timezone information in a datetime column.

Flags:
  -h, --help: Display the help message for this command
  -a, --ambiguous <oneof<string, nothing>>: Determine how to deal with ambiguous datetimes:
                    `raise` (default): raise error
                    `earliest`: use the earliest datetime
                    `latest`: use the latest datetime
                    `null`: set to null
  -n, --nonexistent <oneof<string, nothing>>: Determine how to deal with non-existent datetimes: raise (default) or null.

Parameters:
  time_zone <string>: Timezone for the Datetime Series. Pass `null` to unset time zone.
======================

Command: polars strftime
Description:
 > Formats date based on string rule.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  fmt <string>: Format rule.
======================

Command: polars truncate
Description:
 > Divide the date/datetime range into buckets.

Extra description:
 > Each date/datetime is mapped to the start of its bucket using the corresponding local datetime. Note that weekly buckets start on Monday. Ambiguous results are localised using the DST offset of the original timestamp - for example, truncating '2022-11-06 01:30:00 CST' by '1h' results in '2022-11-06 01:00:00 CST', whereas truncating '2022-11-06 01:30:00 CDT' by '1h' results in '2022-11-06 01:00:00 CDT'.

        See Notes in documentation for full list of compatible string values for `every`: https://docs.pola.rs/api/python/stable/reference/expressions/api/polars.Expr.dt.truncate.html

Flags:
  -h, --help: Display the help message for this command

Parameters:
  every <oneof<duration, string>>: Period length for every interval (can be duration or str).
======================

Command: polars arg-max
Description:
 > Return index for max value in series.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars arg-min
Description:
 > Return index for min value in series.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars arg-sort
Description:
 > Returns indexes for a sorted series.

Flags:
  -h, --help: Display the help message for this command
  -r, --reverse: Reverse order.
  -n, --nulls-last: Nulls ordered last.
  -l, --limit <int>: Limit a sort output, this is for optimization purposes and might be ignored.
  -m, --maintain-order: Maintain order on sorted items.

Parameters:
======================

Command: polars arg-unique
Description:
 > Returns indexes for unique values.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars set-with-idx
Description:
 > Sets value in the given index.

Flags:
  -i, --indices (required parameter) <any>: List of indices indicating where to set the value.
  -h, --help: Display the help message for this command

Parameters:
  value <any>: Value to be inserted in series.
======================

Command: polars decimal
Description:
 > Converts a string column into a decimal column

Flags:
  -h, --help: Display the help message for this command

Parameters:
  infer_length <int>: Number of decimal points to infer.
======================

Command: polars integer
Description:
 > Converts a string column into a integer column

Flags:
  -h, --help: Display the help message for this command
  -s, --strict: Raises an error as opposed to converting to null.

Parameters:
  (optional) base <any>: An integer or expression representing the base (radix) of the number system (default is 10).
  (optional) dtype <any>: Data type to cast to (defaults is i64).
======================

Command: polars selector all
Description:
 > Creates a selector that selects all columns.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars selector alpha
Description:
 > Select all columns with alphabetic names (eg: only letters). Matching column names cannot contain *any* non-alphabetic characters. Note that the definition of "alphabetic" consists of all valid Unicode alphabetic characters by default; this can be changed by setting `--ascii-only`.

Flags:
  -h, --help: Display the help message for this command
  -a, --ascii-only: Indicate whether to consider only ASCII alphabetic characters, or the full Unicode range of valid letters (accented, idiographic, etc).
  -s, --ignore-spaces: Indicate whether to ignore the presence of spaces in column names; if so, only the other (non-space) characters are considered.

Parameters:
======================

Command: polars selector alphanumeric
Description:
 > Select all columns with alphanumeric names (eg: only letters). Matching column names cannot contain *any* non-alphanumeric characters. Note that the definition of "alphanumeric" consists of all valid Unicode alphanumeric characters by default; this can be changed by setting `ascii_only=true`.

Flags:
  -h, --help: Display the help message for this command
  -a, --ascii-only: Indicate whether to consider only ASCII alphanumeric characters, or the full Unicode range of valid letters (accented, idiographic, etc).
  -s, --ignore-spaces: Indicate whether to ignore the presence of spaces in column names; if so, only the other (non-space) characters are considered.

Parameters:
======================

Command: polars selector array
Description:
 > Select all array columns. Optionally filter by fixed width.

Flags:
  -h, --help: Display the help message for this command
  --width <int>: Only select arrays with this fixed width.

Parameters:
======================

Command: polars selector binary
Description:
 > Select all binary columns.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars selector boolean
Description:
 > Select all boolean columns.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars selector by-dtype
Description:
 > Creates a selector that selects columns by data type.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  ...dtypes <string>: Data types to select (e.g., i64, f64, str, bool).
======================

Command: polars selector by-index
Description:
 > Select columns by their index position. Supports negative indices (e.g., -1 for the last column).

Flags:
  -h, --help: Display the help message for this command
  --not-strict: Allow out-of-range indices without error.

Parameters:
  ...index <int>: Column index positions to select (negative indices count from the end).
======================

Command: polars selector by-name
Description:
 > Creates a selector that selects columns by name.

Flags:
  -h, --help: Display the help message for this command
  --strict: If set, the selector will error if any specified column names do not exist.

Parameters:
  ...column names <string>: Names of columns to select.
======================

Command: polars selector categorical
Description:
 > Select all categorical columns.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars selector contains
Description:
 > Select columns whose names contain the given literal substring(s).

Flags:
  -h, --help: Display the help message for this command

Parameters:
  ...substring <string>: Literal substring(s) to search for in column names.
======================

Command: polars selector date
Description:
 > Select all date columns.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars selector datetime
Description:
 > Select all datetime columns. Optionally filter by time unit (ns, us, ms) and/or timezone.

Flags:
  -h, --help: Display the help message for this command
  --time-unit <list<string>>: Filter by time unit(s): ns (nanoseconds), us (microseconds), ms (milliseconds).
  --time-zone <list<string>>: Filter by timezone(s). Use "*" to match any set timezone, or "unset" to match columns without a timezone.

Parameters:
======================

Command: polars selector decimal
Description:
 > Select all decimal columns.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars selector digit
Description:
 > Select columns whose names consist entirely of digit characters. By default uses Unicode decimal digits; use `--ascii-only` to restrict to ASCII 0-9.

Flags:
  -h, --help: Display the help message for this command
  -a, --ascii-only: Restrict to ASCII digit characters (0-9) only.

Parameters:
======================

Command: polars selector duration
Description:
 > Select all duration columns. Optionally filter by time unit (ns, us, ms).

Flags:
  -h, --help: Display the help message for this command
  --time-unit <list<string>>: Filter by time unit(s): ns (nanoseconds), us (microseconds), ms (milliseconds).

Parameters:
======================

Command: polars selector empty
Description:
 > Create an empty selector that matches no columns. Useful as a base for selector composition.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars selector ends-with
Description:
 > Select columns that end with the given substring(s).

Flags:
  -h, --help: Display the help message for this command

Parameters:
  ...prefix <string>: Select columns that end with the given substring(s).
======================

Command: polars selector exclude
Description:
 > Select all columns except those with the given name(s). This is the inverse of `polars selector by-name`.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  ...column <string>: Column name(s) to exclude from the selection.
======================

Command: polars selector first
Description:
 > Creates a selector that selects the first column(s) by index.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  (optional) n <int>: Number of columns to select from the beginning (default: 1).
======================

Command: polars selector float
Description:
 > Select all float columns.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars selector integer
Description:
 > Select all integer columns.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars selector last
Description:
 > Creates a selector that selects the last column(s) by index.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  (optional) n <int>: Number of columns to select from the end (default: 1).
======================

Command: polars selector list
Description:
 > Select all list columns.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars selector matches
Description:
 > Select all columns that match the given regex pattern.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  pattern <string>: A valid regular expression pattern, compatible with the rust `regex crate <https://docs.rs/regex/latest/regex/>
======================

Command: polars selector nested
Description:
 > Select all nested columns (list, array, or struct).

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars selector not
Description:
 > Inverts selector.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars selector numeric
Description:
 > Select all numeric columns.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars selector object
Description:
 > Select all object columns.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars selector enum
Description:
 > Select all enum columns.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars selector struct
Description:
 > Select all struct columns.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars selector signed-integer
Description:
 > Select all signed integer columns.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars selector starts-with
Description:
 > Select columns that start with the given substring(s).

Flags:
  -h, --help: Display the help message for this command

Parameters:
  ...prefix <string>: Select columns that start with the given substring(s).
======================

Command: polars selector string
Description:
 > Select all string columns. Use `--include-categorical` to also select categorical columns.

Flags:
  -h, --help: Display the help message for this command
  -c, --include-categorical: Also include categorical columns in the selection.

Parameters:
======================

Command: polars selector
Description:
 > Create column selectors for use in polars commands.

Extra description:
 >
You must use one of the subcommands below. Using this command as-is will only produce this help message.

Selectors are expressions that can be used to select columns in dataframes based on various criteria.
These selectors can be used with commands that accept column expressions, such as `polars select`,
`polars with-column`, and others.


Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars selector temporal
Description:
 > Select all temporal columns (date, datetime, duration, and time).

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars selector unsigned-integer
Description:
 > Select all unsigned integer columns.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars concat-str
Description:
 > Creates a concat string expression.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  separator <string>: Separator used during the concatenation.
  concat expressions <list<any>>: Expression(s) that define the string concatenation.
======================

Command: polars contains
Description:
 > Checks if a pattern is contained in a string.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  pattern <string>: Regex pattern to be searched.
======================

Command: polars str-replace
Description:
 > Replace the leftmost (sub)string by a regex pattern.

Flags:
  -p, --pattern (required parameter) <string>: Regex pattern to be matched.
  -r, --replace (required parameter) <string>: Replacing string.
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars str-replace-all
Description:
 > Replace all (sub)strings by a regex pattern.

Flags:
  -p, --pattern (required parameter) <string>: Regex pattern to be matched.
  -r, --replace (required parameter) <string>: Replacing string.
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars str-split
Description:
 > Split the string by a substring. The resulting dtype is list<str>.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  expr <any>: Separator expression.
======================

Command: polars str-strip-chars
Description:
 > Strips specified characters from strings in a column

Flags:
  -h, --help: Display the help message for this command
  -s, --start: Strip from start of strings only.
  -e, --end: Strip from end of strings only.

Parameters:
  pattern <any>: Characters to strip as either a string or polars expression.
======================

Command: polars str-join
Description:
 > Concatenates strings within a column or dataframes

Flags:
  -h, --help: Display the help message for this command
  -d, --delimiter <string>: Delimiter to join strings within an expression. Other dataframe when used with a dataframe.
  -n, --ignore-nulls: Ignore null values. Only available when used as an expression.

Parameters:
  (optional) other <any>: Other dataframe with a single series of strings to be concatenated. Required when used with a dataframe, ignored when used as an expression.
======================

Command: polars str-lengths
Description:
 > Get lengths of all strings.

Flags:
  -h, --help: Display the help message for this command
  -b, --bytes: Get the length in bytes instead of chars.

Parameters:
======================

Command: polars str-slice
Description:
 > Slices the string from the start position until the selected length.

Flags:
  -h, --help: Display the help message for this command
  -l, --length <int>: Optional length.

Parameters:
  start <int>: Start of slice.
======================

Command: polars lowercase
Description:
 > Lowercase the strings in the column.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars uppercase
Description:
 > Uppercase the strings in the column.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars list-contains
Description:
 > Checks if an element is contained in a list.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  element <any>: Element to search for in the list.
======================

Command: polars store-ls
Description:
 > Lists stored polars objects.

Flags:
  -h, --help: Display the help message for this command

Parameters:
======================

Command: polars store-rm
Description:
 > Removes a stored Dataframe or other object from the plugin cache.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  ...keys <string>: Keys of objects to remove.
======================

Command: polars store-get
Description:
 > Gets a Dataframe or other object from the plugin cache.

Flags:
  -h, --help: Display the help message for this command

Parameters:
  key <string>: Key of objects to get.
======================