GitHub user uncleGen opened a pull request:
https://github.com/apache/spark/pull/17267
[SPARK-19926][PYSPARK] Make pyspark exception more readable
## What changes were proposed in this pull request?
Exception in pyspark is a little difficult to read.
before pr, like:
```
Traceback (most recent call last):
File "<stdin>", line 5, in <module>
File "/root/dev/spark/dist/python/pyspark/sql/streaming.py", line 853, in
start
return self._sq(self._jwrite.start())
File
"/root/dev/spark/dist/python/lib/py4j-0.10.4-src.zip/py4j/java_gateway.py",
line 1133, in __call__
File "/root/dev/spark/dist/python/pyspark/sql/utils.py", line 69, in deco
raise AnalysisException(s.split(': ', 1)[1], stackTrace)
pyspark.sql.utils.AnalysisException: u'Append output mode not supported
when there are streaming aggregations on streaming DataFrames/DataSets without
watermark;;\nAggregate [window#17, word#5], [window#17 AS window#11, word#5,
count(1) AS count#16L]\n+- Filter ((t#6 >= window#17.start) && (t#6 <
window#17.end))\n +- Expand [ArrayBuffer(named_struct(start,
((((CEIL((cast((precisetimestamp(t#6) - 0) as double) / cast(30000000 as
double))) + cast(0 as bigint)) - cast(1 as bigint)) * 30000000) + 0), end,
(((((CEIL((cast((precisetimestamp(t#6) - 0) as double) / cast(30000000 as
double))) + cast(0 as bigint)) - cast(1 as bigint)) * 30000000) + 0) +
30000000)), word#5, t#6-T30000ms), ArrayBuffer(named_struct(start,
((((CEIL((cast((precisetimestamp(t#6) - 0) as double) / cast(30000000 as
double))) + cast(1 as bigint)) - cast(1 as bigint)) * 30000000) + 0), end,
(((((CEIL((cast((precisetimestamp(t#6) - 0) as double) / cast(30000000 as
double))) + cast(1 as bigint)) - cast(1 as bigint))
* 30000000) + 0) + 30000000)), word#5, t#6-T30000ms)], [window#17, word#5,
t#6-T30000ms]\n +- EventTimeWatermark t#6: timestamp, interval 30
seconds\n +- Project [cast(word#0 as string) AS word#5, cast(t#1 as
timestamp) AS t#6]\n +- StreamingRelation
DataSource(org.apache.spark.sql.SparkSession@c4079ca,csv,List(),Some(StructType(StructField(word,StringType,true),
StructField(t,IntegerType,true))),List(),None,Map(sep -> ;, path ->
/tmp/data),None), FileSource[/tmp/data], [word#0, t#1]\n'
```
after pr:
```
Traceback (most recent call last):
File "<stdin>", line 5, in <module>
File "/root/dev/spark/dist/python/pyspark/sql/streaming.py", line 853, in
start
return self._sq(self._jwrite.start())
File
"/root/dev/spark/dist/python/lib/py4j-0.10.4-src.zip/py4j/java_gateway.py",
line 1133, in __call__
File "/root/dev/spark/dist/python/pyspark/sql/utils.py", line 69, in deco
raise AnalysisException(s.split(': ', 1)[1], stackTrace)
pyspark.sql.utils.AnalysisException: Append output mode not supported when
there are streaming aggregations on streaming DataFrames/DataSets without
watermark;;
Aggregate [window#17, word#5], [window#17 AS window#11, word#5, count(1) AS
count#16L]
+- Filter ((t#6 >= window#17.start) && (t#6 < window#17.end))
+- Expand [ArrayBuffer(named_struct(start,
((((CEIL((cast((precisetimestamp(t#6) - 0) as double) / cast(30000000 as
double))) + cast(0 as bigint)) - cast(1 as bigint)) * 30000000) + 0), end,
(((((CEIL((cast((precisetimestamp(t#6) - 0) as double) / cast(30000000 as
double))) + cast(0 as bigint)) - cast(1 as bigint)) * 30000000) + 0) +
30000000)), word#5, t#6-T30000ms), ArrayBuffer(named_struct(start,
((((CEIL((cast((precisetimestamp(t#6) - 0) as double) / cast(30000000 as
double))) + cast(1 as bigint)) - cast(1 as bigint)) * 30000000) + 0), end,
(((((CEIL((cast((precisetimestamp(t#6) - 0) as double) / cast(30000000 as
double))) + cast(1 as bigint)) - cast(1 as bigint)) * 30000000) + 0) +
30000000)), word#5, t#6-T30000ms)], [window#17, word#5, t#6-T30000ms]
+- EventTimeWatermark t#6: timestamp, interval 30 seconds
+- Project [cast(word#0 as string) AS word#5, cast(t#1 as
timestamp) AS t#6]
+- StreamingRelation
DataSource(org.apache.spark.sql.SparkSession@5265083b,csv,List(),Some(StructType(StructField(word,StringType,true),
StructField(t,IntegerType,true))),List(),None,Map(sep -> ;, path ->
/tmp/data),None), FileSource[/tmp/data], [word#0, t#1]
```
## How was this patch tested?
Jenkins
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/uncleGen/spark SPARK-19926
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/spark/pull/17267.patch
To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:
This closes #17267
----
commit 273c1bc8d719158dd074cb806d5db487b9709edb
Author: uncleGen <[email protected]>
Date: 2017-03-12T12:57:31Z
Make pyspark exception more readable
----
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