split() function in pyspark
split() function in pyspark
#dataanlysis #dataengineering #pysparktutorial #python
from pyspark.sql.functions import *
data = [(1, "John smith"),
(2, "Alex luke")
]
df = spark.createDataFrame(data, ["id", "full_name"])
df.show()
df1=df.withColumn("Whole_Name",split("full_name"," "))
df1.show()
df2=df1.withColumn("First_Name",col("Whole_Name")[0])\
.withColumn("last_Name",col("Whole_Name")[1])
df2.show()
df3=df1.withColumn("First_lastName",explode("Whole_Name"))
df3.show()
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