[GitHub] spark pull request: [SPARK-10542] [PYSPARK] fix serialize namedtup...
Github user coderfi commented on the pull request: https://github.com/apache/spark/pull/8707#issuecomment-140974800 FYI, this works for us @ [NinthDecimal](http://www.ninthdecimal.com). Thanks for the fix, it was a stumper! Python 2.7.5 Spark-1.5 Branch @ [4c4a9ba28d9052fad45caca9a1eba9ef9db309d5](https://github.com/apache/spark/tree/4c4a9ba28d9052fad45caca9a1eba9ef9db309d5) --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark pull request: [SPARK-10542] [PYSPARK] fix serialize namedtup...
Github user asfgit closed the pull request at: https://github.com/apache/spark/pull/8707 --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark pull request: [SPARK-10542] [PYSPARK] fix serialize namedtup...
Github user davies commented on the pull request: https://github.com/apache/spark/pull/8707#issuecomment-140261303 I tried to find the root cause, but it seems hard to work in all Python versions (you can see them in the older commit), finally switch to current approach. merging this into master and 1.5 branch, thanks! --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark pull request: [SPARK-10542] [PYSPARK] fix serialize namedtup...
Github user JoshRosen commented on the pull request: https://github.com/apache/spark/pull/8707#issuecomment-140257880 Empirically, this seems to work, so unless you think that we should investigate the root cause any further I'm fine with giving this an LGTM and merging to 1.5. Feel free to merge yourself, or I can do it. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark pull request: [SPARK-10542] [PYSPARK] fix serialize namedtup...
Github user JoshRosen commented on the pull request: https://github.com/apache/spark/pull/8707#issuecomment-139612356 Over at https://issues.apache.org/jira/browse/SPARK-10544, someone commented to mention that other types of built-in types do not seem to be pickleable in 1.5. For instance, here's the example that they gave: ```python sc.parallelize(["the red", "Fox Runs", "FAST"]).map(str.lower).count() ``` However, this specific example also seems to fail in 1.3.1, so I don't think that this is a regression. Just wanted to mention this discussion here to make sure you were aware of it. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark pull request: [SPARK-10542] [PYSPARK] fix serialize namedtup...
Github user JoshRosen commented on the pull request: https://github.com/apache/spark/pull/8707#issuecomment-139612469 Do you have any intuition for why this worked prior to 1.5 without the changes implemented here? --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark pull request: [SPARK-10542] [PYSPARK] fix serialize namedtup...
Github user JoshRosen commented on the pull request: https://github.com/apache/spark/pull/8707#issuecomment-139618711 Actually, one point of confusion: it looks like `python/pyspark/serializers.py` had some methods for serializing namedtuple classes with its `_restore` and `_hack_namedtuple(cls)` methods, but this patch also adds logic to `cloudpickle.py` to handle pickling of these instances. Do we need both of these methods? Are some only needed by certain versions of Python? It would be good to add some comments to explain some of this stuff, since it's not obvious from reading the code. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark pull request: [SPARK-10542] [PYSPARK] fix serialize namedtup...
Github user davies commented on the pull request: https://github.com/apache/spark/pull/8707#issuecomment-139631359 The HACK in serializers.py is used for cPickler, not cloudpickle. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark pull request: [SPARK-10542] [PYSPARK] fix serialize namedtup...
Github user davies commented on the pull request: https://github.com/apache/spark/pull/8707#issuecomment-139666998 @JoshRosen BTW, this patch introduce a special case for namedtuple, it should be safe to merge into branch-1.5. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark pull request: [SPARK-10542] [PYSPARK] fix serialize namedtup...
Github user davies commented on a diff in the pull request: https://github.com/apache/spark/pull/8707#discussion_r39320041 --- Diff: python/pyspark/tests.py --- @@ -218,6 +218,11 @@ def test_namedtuple(self): p2 = loads(dumps(p1, 2)) self.assertEqual(p1, p2) +from pyspark.cloudpickle import dumps +P2 = loads(dumps(P)) +p3 = P2(1, 3) +self.assertEqual(p1, p3) --- End diff -- These instances should become to difference classes. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark pull request: [SPARK-10542] [PYSPARK] fix serialize namedtup...
Github user davies commented on the pull request: https://github.com/apache/spark/pull/8707#issuecomment-139666459 Before 1.5, the old way work in CPython, but not PyPy (we don't have a unit test for it). --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark pull request: [SPARK-10542] [PYSPARK] fix serialize namedtup...
Github user JoshRosen commented on a diff in the pull request: https://github.com/apache/spark/pull/8707#discussion_r39297676 --- Diff: python/pyspark/tests.py --- @@ -218,6 +218,11 @@ def test_namedtuple(self): p2 = loads(dumps(p1, 2)) self.assertEqual(p1, p2) +from pyspark.cloudpickle import dumps +P2 = loads(dumps(P)) +p3 = P2(1, 3) +self.assertEqual(p1, p3) --- End diff -- Ah, interesting: presumably `P` and `P2` are different classes but instances created from them are still comparable for equality. Do we also need to check that those instances claim to belong to the same class? It seems way less likely that users could rely on the class comparison behavior, so probably not a huge priority to look at. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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[GitHub] spark pull request: [SPARK-10542] [PYSPARK] fix serialize namedtup...
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[GitHub] spark pull request: [SPARK-10542] [PYSPARK] fix serialize namedtup...
GitHub user davies opened a pull request: https://github.com/apache/spark/pull/8707 [SPARK-10542] [PYSPARK] fix serialize namedtuple You can merge this pull request into a Git repository by running: $ git pull https://github.com/davies/spark fix_namedtuple Alternatively you can review and apply these changes as the patch at: https://github.com/apache/spark/pull/8707.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 #8707 commit d7ef6ce57c4878d4e04ed132fff74df3956447a4 Author: Davies LiuDate: 2015-09-10T19:50:01Z fix serialize namedtuple --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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[GitHub] spark pull request: [SPARK-10542] [PYSPARK] fix serialize namedtup...
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[GitHub] spark pull request: [SPARK-10542] [PYSPARK] fix serialize namedtup...
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[GitHub] spark pull request: [SPARK-10542] [PYSPARK] fix serialize namedtup...
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[GitHub] spark pull request: [SPARK-10542] [PYSPARK] fix serialize namedtup...
Github user SparkQA commented on the pull request: https://github.com/apache/spark/pull/8707#issuecomment-139367530 [Test build #42289 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/42289/console) for PR 8707 at commit [`d7ef6ce`](https://github.com/apache/spark/commit/d7ef6ce57c4878d4e04ed132fff74df3956447a4). * This patch **fails PySpark unit tests**. * This patch merges cleanly. * This patch adds no public classes. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark pull request: [SPARK-10542] [PYSPARK] fix serialize namedtup...
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[GitHub] spark pull request: [SPARK-10542] [PYSPARK] fix serialize namedtup...
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[GitHub] spark pull request: [SPARK-10542] [PYSPARK] fix serialize namedtup...
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[GitHub] spark pull request: [SPARK-10542] [PYSPARK] fix serialize namedtup...
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[GitHub] spark pull request: [SPARK-10542] [PYSPARK] fix serialize namedtup...
Github user SparkQA commented on the pull request: https://github.com/apache/spark/pull/8707#issuecomment-139376155 [Test build #42295 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/42295/consoleFull) for PR 8707 at commit [`1d766aa`](https://github.com/apache/spark/commit/1d766aa050f5824747f61567292067f123ed019c). --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark pull request: [SPARK-10542] [PYSPARK] fix serialize namedtup...
Github user SparkQA commented on the pull request: https://github.com/apache/spark/pull/8707#issuecomment-139381359 [Test build #42295 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/42295/console) for PR 8707 at commit [`1d766aa`](https://github.com/apache/spark/commit/1d766aa050f5824747f61567292067f123ed019c). * This patch **fails PySpark unit tests**. * This patch merges cleanly. * This patch adds no public classes. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark pull request: [SPARK-10542] [PYSPARK] fix serialize namedtup...
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[GitHub] spark pull request: [SPARK-10542] [PYSPARK] fix serialize namedtup...
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