如何正确地将名称和类型数组映射到StrucField数组

from pyspark.sql.types import StructType, StructField, StringType, IntegerType

# 定义名称和类型数组
names = ["name", "age", "gender"]
types = [StringType(), IntegerType(), StringType()]

# 创建空的StructType对象
schema = StructType([])

# 遍历名称和类型数组，创建StructField对象，并添加到StructType中
for name, data_type in zip(names, types):
    field = StructField(name, data_type, nullable=True)
    schema.add(field)

# 打印结果
print(schema)

StructType(List(StructField(name,StringType,true), StructField(age,IntegerType,true), StructField(gender,StringType,true)))