我想从功能追加到数据框“ df”上的新列get_distance:
def get_distance(x, y):
dfDistPerc = hiveContext.sql("select column3 as column3, \
from tab \
where column1 = '" + x + "' \
and column2 = " + y + " \
limit 1")
result = dfDistPerc.select("column3").take(1)
return result
df = df.withColumn(
"distance",
lit(get_distance(df["column1"], df["column2"]))
)
Run Code Online (Sandbox Code Playgroud)
但是,我得到这个:
TypeError: 'Column' object is not callable
Run Code Online (Sandbox Code Playgroud)
我认为发生这种情况是因为x和y是Column对象,我需要转换为String在查询中使用。我对吗?如果是这样,我该怎么做?
我正在尝试在数据框上建立一个新列,如下所示:
l = [(2, 1), (1,1)]
df = spark.createDataFrame(l)
def calc_dif(x,y):
if (x>y) and (x==1):
return x-y
dfNew = df.withColumn("calc", calc_dif(df["_1"], df["_2"]))
dfNew.show()
Run Code Online (Sandbox Code Playgroud)
但是,我得到:
Traceback (most recent call last):
File "/tmp/zeppelin_pyspark-2807412651452069487.py", line 346, in <module>
Exception: Traceback (most recent call last):
File "/tmp/zeppelin_pyspark-2807412651452069487.py", line 334, in <module>
File "<stdin>", line 38, in <module>
File "<stdin>", line 36, in calc_dif
File "/usr/hdp/current/spark2-client/python/pyspark/sql/column.py", line 426, in __nonzero__
raise ValueError("Cannot convert column into bool: please use '&' for 'and', '|' for 'or', " …Run Code Online (Sandbox Code Playgroud)