我有一个 FOR 循环函数,它迭代表和列的列表 (zip) 以获取最小值和最大值。每个组合的输出都是分开的,而不是单个数据帧/表。有没有一种方法可以将 FOR 循环的结果合并到函数内的一个最终输出中?
from pyspark.sql import functions as f
def minmax(tables, cols):
for table, column in zip(tables, cols):
minmax = spark.table(table).where(col(column).isNotNull()).select(f.lit(table).alias("table"), f.lit(column).alias("col"), min(col(column)).alias("min"),
max(col(column)).alias("max"))
minmax.show()
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tables = ["sales_123", "sales_REW"]
cols = ["costs", "price"]
minmax(tables, cols)
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函数的输出:
+---------+-----+---+---+
| table| col|min|max|
+---------+-----+---+---+
|sales_123|costs| 0|400|
+---------+-----+---+---+
+----------+-----+---+---+
| table| col|min|max|
+----------+-----+---+---+
|sales_REW |price| 0|400|
+----------+-----+---+---+
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期望的输出:
+---------+-----+---+---+
| table| col|min|max|
+---------+-----+---+---+
|sales_123|costs| 0|400|
|sales_REW|price| 0|400|
+---------+-----+---+---+
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