pyspark.sql.functions.isnull

pyspark.sql.functions.isnull(col: ColumnOrName) → pyspark.sql.column.Column

An expression that returns true if the column is null.

New in version 1.6.0.

Changed in version 3.4.0: Supports Spark Connect.

Parameters

colColumn or str

target column to compute on.

Returns

Column

True if value is null and False otherwise.

Examples

>>> df = spark.createDataFrame([(1, None), (None, 2)], ("a", "b"))
>>> df.select("a", "b", isnull("a").alias("r1"), isnull(df.b).alias("r2")).show()
+----+----+-----+-----+
|   a|   b|   r1|   r2|
+----+----+-----+-----+
|   1|null|false| true|
|null|   2| true|false|
+----+----+-----+-----+

pyspark.sql.functions.isnan pyspark.sql.functions.monotonically_increasing_id