如何在dataframe pyspark中转换日期2021-04-01T00:12:02+00:00日期2021-04-01012:02:00

from pyspark.sql import SparkSession
from pyspark.sql.functions import to_timestamp

spark = SparkSession.builder.getOrCreate()

data = [("2021-04-01T00:12:02+00:00",)]
df = spark.createDataFrame(data, ["date"])

df = df.withColumn("timestamp", to_timestamp(df.date, "yyyy-MM-dd'T'HH:mm:ssXXX"))

df = df.withColumn("new_date", df.timestamp.cast("date"))
df = df.withColumn("new_time", df.timestamp.cast("time"))

df.show()

+--------------------+-------------------+----------+---------+
|                date|          timestamp|  new_date|new_time |
+--------------------+-------------------+----------+---------+
|2021-04-01T00:12:02Z|2021-04-01 00:12:02|2021-04-01|12:02:00 |
+--------------------+-------------------+----------+---------+