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Posted to reviews@spark.apache.org by viirya <gi...@git.apache.org> on 2015/10/26 18:38:14 UTC
[GitHub] spark pull request: [SPARK-11322][PySpark] Keep full stack trace i...
GitHub user viirya opened a pull request:
https://github.com/apache/spark/pull/9283
[SPARK-11322][PySpark] Keep full stack trace in captured exception
JIRA: https://issues.apache.org/jira/browse/SPARK-11322
As reported by @JoshRosen in [databricks/spark-redshift/issues/89](https://github.com/databricks/spark-redshift/issues/89#issuecomment-149828308), the exception-masking behavior sometimes makes debugging harder. To deal with this issue, we should keep full stack trace in the captured exception.
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/viirya/spark-1 py-exception-stacktrace
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/spark/pull/9283.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 #9283
----
commit 0ccb4ae38b797c10dfea45d762932bb07d1d9d53
Author: Liang-Chi Hsieh <vi...@appier.com>
Date: 2015-10-26T17:33:17Z
Keep full stack trace in captured exception.
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[GitHub] spark pull request: [SPARK-11322][PySpark] Keep full stack trace i...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/9283#issuecomment-151769824
**[Test build #44514 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/44514/consoleFull)** for PR 9283 at commit [`f4cae6c`](https://github.com/apache/spark/commit/f4cae6ce8ad1130cdefe9760e18e0a587fdb0e4d).
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[GitHub] spark pull request: [SPARK-11322][PySpark] Keep full stack trace i...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/9283#issuecomment-151357246
**[Test build #44395 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/44395/consoleFull)** for PR 9283 at commit [`3769f01`](https://github.com/apache/spark/commit/3769f01d66394c5b72612ef869687589e01c7279).
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[GitHub] spark pull request: [SPARK-11322][PySpark] Keep full stack trace i...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/9283#issuecomment-151764211
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[GitHub] spark pull request: [SPARK-11322][PySpark] Keep full stack trace i...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/9283#issuecomment-151967994
**[Test build #44540 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/44540/consoleFull)** for PR 9283 at commit [`8d48e13`](https://github.com/apache/spark/commit/8d48e135d832c467d8dde98a1cdac9c475645b81).
* This patch **fails Python style tests**.
* This patch merges cleanly.
* This patch adds the following public classes _(experimental)_:\n * `class CapturedException(Exception):`\n * `class AnalysisException(CapturedException):`\n * `class IllegalArgumentException(CapturedException):`\n
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[GitHub] spark pull request: [SPARK-11322][PySpark] Keep full stack trace i...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/9283#issuecomment-151965726
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[GitHub] spark pull request: [SPARK-11322][PySpark] Keep full stack trace i...
Posted by davies <gi...@git.apache.org>.
Github user davies commented on a diff in the pull request:
https://github.com/apache/spark/pull/9283#discussion_r43226662
--- Diff: python/pyspark/sql/utils.py ---
@@ -36,10 +45,11 @@ def deco(*a, **kw):
return f(*a, **kw)
except py4j.protocol.Py4JJavaError as e:
s = e.java_exception.toString()
+ stackTrace = '\n'.join(map(lambda x: x.toString(), e.java_exception.getStackTrace()))
--- End diff --
'\n\t at ', make it looks like a Java stacktrace
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Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/9283#issuecomment-151367856
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https://github.com/apache/spark/pull/9283#issuecomment-151768192
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[GitHub] spark pull request: [SPARK-11322][PySpark] Keep full stack trace i...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/9283#issuecomment-151223254
**[Test build #44371 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/44371/consoleFull)** for PR 9283 at commit [`0ccb4ae`](https://github.com/apache/spark/commit/0ccb4ae38b797c10dfea45d762932bb07d1d9d53).
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[GitHub] spark pull request: [SPARK-11322][PySpark] Keep full stack trace i...
Posted by davies <gi...@git.apache.org>.
Github user davies commented on a diff in the pull request:
https://github.com/apache/spark/pull/9283#discussion_r43288063
--- Diff: python/pyspark/sql/utils.py ---
@@ -36,10 +45,12 @@ def deco(*a, **kw):
return f(*a, **kw)
except py4j.protocol.Py4JJavaError as e:
s = e.java_exception.toString()
+ stackTrace = '\n\t at'.join(map(lambda x: x.toString(),
--- End diff --
another space after `at`?
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[GitHub] spark pull request: [SPARK-11322][PySpark] Keep full stack trace i...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/9283#issuecomment-151231763
**[Test build #44371 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/44371/consoleFull)** for PR 9283 at commit [`0ccb4ae`](https://github.com/apache/spark/commit/0ccb4ae38b797c10dfea45d762932bb07d1d9d53).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark pull request: [SPARK-11322][PySpark] Keep full stack trace i...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/9283#issuecomment-151371791
**[Test build #44402 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/44402/consoleFull)** for PR 9283 at commit [`8f69480`](https://github.com/apache/spark/commit/8f694803194951391663b1d120b90996bb181019).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds the following public classes _(experimental)_:\n * `class CapturedException(Exception):`\n * `class AnalysisException(CapturedException):`\n * `class IllegalArgumentException(CapturedException):`\n
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[GitHub] spark pull request: [SPARK-11322][PySpark] Keep full stack trace i...
Posted by viirya <gi...@git.apache.org>.
Github user viirya commented on the pull request:
https://github.com/apache/spark/pull/9283#issuecomment-152062356
@davies Thanks. I think this is ready now.
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Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/9283#issuecomment-151765344
**[Test build #44513 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/44513/consoleFull)** for PR 9283 at commit [`11d6f09`](https://github.com/apache/spark/commit/11d6f097d12520f43fd5618ce573eebe3393ff50).
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[GitHub] spark pull request: [SPARK-11322][PySpark] Keep full stack trace i...
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Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/9283#issuecomment-152024783
**[Test build #44545 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/44545/consoleFull)** for PR 9283 at commit [`8535f06`](https://github.com/apache/spark/commit/8535f06192bb64e4bf1e62bcfefeb7b49627c4c5).
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[GitHub] spark pull request: [SPARK-11322][PySpark] Keep full stack trace i...
Posted by davies <gi...@git.apache.org>.
Github user davies commented on the pull request:
https://github.com/apache/spark/pull/9283#issuecomment-151723464
@viirya Not sure, could you post an example how the full stack trace looks like?
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[GitHub] spark pull request: [SPARK-11322][PySpark] Keep full stack trace i...
Posted by viirya <gi...@git.apache.org>.
Github user viirya commented on the pull request:
https://github.com/apache/spark/pull/9283#issuecomment-151750455
When the exception is thrown from JVM, we see a simplified description:
>>> df.select(sha2(df.a, 1024)).collect()
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/home/hduser/repos/spark/python/pyspark/sql/functions.py", line 943, in sha2
jc = sc._jvm.functions.sha2(_to_java_column(col), numBits)
File "/home/hduser/repos/spark/python/lib/py4j-0.9-src.zip/py4j/java_gateway.py", line 813, in __call__
File "/home/hduser/repos/spark/python/pyspark/sql/utils.py", line 52, in deco
raise IllegalArgumentException(s.split(': ', 1)[1], stackTrace)
pyspark.sql.utils.IllegalArgumentException: u'requirement failed: numBits 1024 is not in the permitted values (0, 224, 256, 384, 512)'
If we catch the exception, we can print its full stack trace:
>>> from pyspark.sql.utils import AnalysisException, IllegalArgumentException
>>> try:
... df.select(sha2(df.a, 1024)).collect()
... except IllegalArgumentException as e:
... print e.stackTrace
...
scala.Predef$.require(Predef.scala:233)
org.apache.spark.sql.functions$.sha2(functions.scala:1596)
org.apache.spark.sql.functions.sha2(functions.scala)
sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
java.lang.reflect.Method.invoke(Method.java:483)
py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:231)
py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:381)
py4j.Gateway.invoke(Gateway.java:259)
py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:133)
py4j.commands.CallCommand.execute(CallCommand.java:79)
py4j.GatewayConnection.run(GatewayConnection.java:209)
java.lang.Thread.run(Thread.java:745)
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https://github.com/apache/spark/pull/9283#issuecomment-151357533
**[Test build #44395 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/44395/consoleFull)** for PR 9283 at commit [`3769f01`](https://github.com/apache/spark/commit/3769f01d66394c5b72612ef869687589e01c7279).
* This patch **fails Python style tests**.
* This patch merges cleanly.
* This patch adds the following public classes _(experimental)_:\n * `class CapturedException(Exception):`\n * `class AnalysisException(CapturedException):`\n * `class IllegalArgumentException(CapturedException):`\n
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**[Test build #44514 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/44514/consoleFull)** for PR 9283 at commit [`f4cae6c`](https://github.com/apache/spark/commit/f4cae6ce8ad1130cdefe9760e18e0a587fdb0e4d).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds the following public classes _(experimental)_:\n * `class CapturedException(Exception):`\n * `class AnalysisException(CapturedException):`\n * `class IllegalArgumentException(CapturedException):`\n
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[GitHub] spark pull request: [SPARK-11322][PySpark] Keep full stack trace i...
Posted by viirya <gi...@git.apache.org>.
Github user viirya commented on the pull request:
https://github.com/apache/spark/pull/9283#issuecomment-151717259
ping @davies any comments about this? Is it in right direction?
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https://github.com/apache/spark/pull/9283#issuecomment-151765433
**[Test build #44513 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/44513/consoleFull)** for PR 9283 at commit [`11d6f09`](https://github.com/apache/spark/commit/11d6f097d12520f43fd5618ce573eebe3393ff50).
* This patch **fails Python style tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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https://github.com/apache/spark/pull/9283#issuecomment-151364279
**[Test build #44398 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/44398/consoleFull)** for PR 9283 at commit [`18c1695`](https://github.com/apache/spark/commit/18c169581bf69f896dae2ec584c110296436d655).
* This patch **fails PySpark unit tests**.
* This patch merges cleanly.
* This patch adds the following public classes _(experimental)_:\n * `class CapturedException(Exception):`\n * `class AnalysisException(CapturedException):`\n * `class IllegalArgumentException(CapturedException):`\n
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[GitHub] spark pull request: [SPARK-11322][PySpark] Keep full stack trace i...
Posted by viirya <gi...@git.apache.org>.
Github user viirya commented on a diff in the pull request:
https://github.com/apache/spark/pull/9283#discussion_r43306016
--- Diff: python/pyspark/sql/utils.py ---
@@ -36,10 +45,12 @@ def deco(*a, **kw):
return f(*a, **kw)
except py4j.protocol.Py4JJavaError as e:
s = e.java_exception.toString()
+ stackTrace = '\n\t at'.join(map(lambda x: x.toString(),
--- End diff --
yap.
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**[Test build #44545 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/44545/consoleFull)** for PR 9283 at commit [`8535f06`](https://github.com/apache/spark/commit/8535f06192bb64e4bf1e62bcfefeb7b49627c4c5).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds the following public classes _(experimental)_:\n * `class CapturedException(Exception):`\n * `class AnalysisException(CapturedException):`\n * `class IllegalArgumentException(CapturedException):`\n
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