Column¶

Classes

`Column`(expr1[, expr2])	Represents a column or an expression in a `DataFrame`.
`CaseExpr`(expr)	Represents a CASE expression.

Methods

`Column.alias`(alias)	Returns a new renamed Column.
`Column.as_`(alias)	Returns a new renamed Column.
`Column.asc`()	Returns a Column expression with values sorted in ascending order.
`Column.asc_nulls_first`()	Returns a Column expression with values sorted in ascending order (null values sorted before non-null values).
`Column.asc_nulls_last`()	Returns a Column expression with values sorted in ascending order (null values sorted after non-null values).
`Column.astype`(to)	Casts the value of the Column to the specified data type.
`Column.between`(lower_bound, upper_bound)	Between lower bound and upper bound.
`Column.bitand`(other)	Bitwise and.
`Column.bitor`(other)	Bitwise or.
`Column.bitwiseAnd`(other)	Bitwise and.
`Column.bitwiseOR`(other)	Bitwise or.
`Column.bitwiseXOR`(other)	Bitwise xor.
`Column.bitxor`(other)	Bitwise xor.
`Column.cast`(to)	Casts the value of the Column to the specified data type.
`Column.collate`(collation_spec)	Returns a copy of the original `Column` with the specified `collation_spec` property, rather than the original collation specification property.
`Column.desc`()	Returns a Column expression with values sorted in descending order.
`Column.desc_nulls_first`()	Returns a Column expression with values sorted in descending order (null values sorted before non-null values).
`Column.desc_nulls_last`()	Returns a Column expression with values sorted in descending order (null values sorted after non-null values).
`Column.endswith`(other)	Returns true if this Column ends with another string.
`Column.eqNullSafe`(other)	Equal to.
`Column.equal_nan`()	Is NaN.
`Column.equal_null`(other)	Equal to.
`Column.getItem`(field)	Accesses an element of ARRAY column by ordinal position, or an element of OBJECT column by key.
`Column.getName`()	Returns the column name (if the column has a name).
`Column.get_name`()	Returns the column name (if the column has a name).
`Column.in_`(*vals)	Returns a conditional expression that you can pass to the `DataFrame.filter()` or where `DataFrame.where()` to perform the equivalent of a WHERE .
`Column.isNotNull`()	Is not null.
`Column.isNull`()	Is null.
`Column.is_not_null`()	Is not null.
`Column.is_null`()	Is null.
`Column.isin`(*vals)	Returns a conditional expression that you can pass to the `DataFrame.filter()` or where `DataFrame.where()` to perform the equivalent of a WHERE .
`Column.like`(pattern)	Allows case-sensitive matching of strings based on comparison with a pattern.
`Column.name`(alias)	Returns a new renamed Column.
`Column.over`([window])	Returns a window frame, based on the specified `WindowSpec`.
`Column.regexp`(pattern)	Returns true if this Column matches the specified regular expression.
`Column.rlike`(pattern)	Returns true if this Column matches the specified regular expression.
`Column.startswith`(other)	Returns true if this Column starts with another string.
`Column.substr`(start_pos, length)	Returns a substring of this string column.
`Column.substring`(start_pos, length)	Returns a substring of this string column.
`Column.try_cast`(to)	Tries to cast the value of the Column to the specified data type.
`Column.within_group`(*cols)	Returns a Column expression that adds a WITHIN GROUP clause to sort the rows by the specified columns.
`CaseExpr.when`(condition, value)	Appends one more WHEN condition to the CASE expression.
`CaseExpr.otherwise`(value)	Sets the default result for this CASE expression.