Blocker Description
from pyspark.sql import Row df1 = spark.createDataFrame([(14, "Tom"), (23, "Alice"), (16, "Bob")], ["age", "name"]) df2 = spark.createDataFrame([Row(height=80, name="Tom"), Row(height=85, name="Bob")]) df1.join(df2, df1.name == df2.name, 'inner').drop('name', 'age').show()
This works in 3.3
+------+ |height| +------+ | 85| | 80| +------+
but fails in 3.4
---------------------------------------------------------------------------
AnalysisException Traceback (most recent call last)
Cell In[1], line 4
2 df1 = spark.createDataFrame([(14, "Tom"), (23, "Alice"), (16, "Bob")], ["age", "name"])
3 df2 = spark.createDataFrame([Row(height=80, name="Tom"), Row(height=85, name="Bob")])
----> 4 df1.join(df2, df1.name == df2.name, 'inner').drop('name', 'age').show()
File ~/Dev/spark/python/pyspark/sql/dataframe.py:4913, in DataFrame.drop(self, *cols)
4911 jcols = [_to_java_column(c) for c in cols]
4912 first_column, *remaining_columns = jcols
-> 4913 jdf = self._jdf.drop(first_column, self._jseq(remaining_columns))
4915 return DataFrame(jdf, self.sparkSession)
File ~/Dev/spark/python/lib/py4j-0.10.9.7-src.zip/py4j/java_gateway.py:1322, in JavaMember.__call__(self, *args)
1316 command = proto.CALL_COMMAND_NAME +\
1317 self.command_header +\
1318 args_command +\
1319 proto.END_COMMAND_PART
1321 answer = self.gateway_client.send_command(command)
-> 1322 return_value = get_return_value(
1323 answer, self.gateway_client, self.target_id, self.name)
1325 for temp_arg in temp_args:
1326 if hasattr(temp_arg, "_detach"):
File ~/Dev/spark/python/pyspark/errors/exceptions/captured.py:159, in capture_sql_exception.<locals>.deco(*a, **kw)
155 converted = convert_exception(e.java_exception)
156 if not isinstance(converted, UnknownException):
157 # Hide where the exception came from that shows a non-Pythonic
158 # JVM exception message.
--> 159 raise converted from None
160 else:
161 raise
AnalysisException: [AMBIGUOUS_REFERENCE] Reference `name` is ambiguous, could be: [`name`, `name`].
