Why not just do as described under http://spark.apache.org/docs/latest/api/python/pyspark.sql.html#pyspark.sql.Column.cast
df.select(df.year.cast("int"),"make","model","comment","blank")↧
Answer by remigiusz boguszewicz for How can I change column types in Spark SQL's DataFrame?
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