How so? Does your REPL add the generated classes to the system class loader? I assume the system class loader is used to load the Flink classes.
Ideally, what you would like to have is the option to provide the parent class loader which is used load user code to the LocalEnvironment. This one could then be forwarded to the TaskExecutor where it is used to generate the user code class loader. But this is a bigger effort. The downside to this approach is that it requires you to create a jar file and to submit it via a REST call. The upside is that it is closer to the production setting. Cheers, Till On Tue, Sep 3, 2019 at 3:47 PM Jan Lukavský <je...@seznam.cz> wrote: > On the other hand, if you say, that the contract of LocalEnvironment is > to execute as if it had all classes on its class loader, then it > currently breaks this contract. :-) > > Jan > > On 9/3/19 3:45 PM, Jan Lukavský wrote: > > Hi Till, > > > > hmm, that sounds it might work. I would have to incorporate this > > (either as default, or on demand) into Apache Beam. Would you see any > > disadvantages of this approach? Would you suggest to make this default > > behavior for local beam FlinkRunner? I can introduce a configuration > > option to turn this behavior on, but that would bring additional > > maintenance burden, etc., etc. > > > > Jan > > > > On 9/3/19 3:38 PM, Till Rohrmann wrote: > >> I see the problem Jan. What about the following proposal: Instead of > >> using > >> the LocalEnvironment for local tests you always use the > >> RemoteEnvironment > >> but when testing it locally you spin up a MiniCluster in the same > >> process > >> and initialize the RemoteEnvironment with `MiniCluster#getRestAddress`. > >> That way you would always submit a jar with the generated classes and, > >> hence, not having to set the context class loader. > >> > >> The contract of the LocalEnvironment is indeed that all classes it is > >> supposed t execute must be present when being started. > >> > >> Cheers, > >> Till > >> > >> On Tue, Sep 3, 2019 at 2:27 PM guaishushu1...@163.com < > >> guaishushu1...@163.com> wrote: > >> > >>> > >>> > >>> > >>> guaishushu1...@163.com > >>> > >>> From: guaishushu1...@163.com > >>> Date: 2019-09-03 20:25 > >>> To: dev > >>> Subject: Re: Re: ClassLoader created by BlobLibraryCacheManager is not > >>> using context classloader > >>> > >>> > >>> > >>> > >>> guaishushu1...@163.com > >>> From: guaishushu1...@163.com > >>> Date: 2019-09-03 20:23 > >>> To: dev > >>> Subject: Re: Re: ClassLoader created by BlobLibraryCacheManager is not > >>> using context classloader > >>> guaishushu1...@163.com > >>> From: Jan Lukavský > >>> Date: 2019-09-03 20:17 > >>> To: dev > >>> Subject: Re: ClassLoader created by BlobLibraryCacheManager is not > >>> using > >>> context classloader > >>> Hi Till, > >>> the use-case is pretty much simple - I have a REPL shell in groovy, > >>> which generates classes at runtime. The actual hierarchy is therefore > >>> system class loader -> application classloader -> repl classloader > >>> (GroovyClassLoader actually) > >>> now, when a terminal (sink) operation in the shell occurs, I'm able to > >>> build a jar, which I can submit to remote cluster (in distributed > >>> case). > >>> But - during testing - I run the code using local flink. There is no > >>> (legal) way of adding this new runtime generated jar to local flink. As > >>> I said, I have a hackish solution which works on JDK <= 8, because it > >>> uses reflection to call addURL on the application classloader (and > >>> thefore "pretends", that the generated jar was there all the time from > >>> the JVM startup). This breaks on JDK >= 9. It might be possible to work > >>> around this somehow, but I think that the reason why > >>> LocalEnvironment is > >>> not having a way to add jars (as in case of RemoteEnvironment) is that > >>> is assumes, that you actually have all of the on classpath when using > >>> local runner. I think that this implies that it either has to use > >>> context classloader (to be able to work on top of any classloading user > >>> might have), or is wrong and would need be fixed, so that > >>> LocalEnvironment would accept files to "stage" - which would mean > >>> adding > >>> them to a class loader (probably URLClassLoader with the application > >>> class loader as parent). > >>> Or, would you see any other option? > >>> Jan > >>> On 9/3/19 2:00 PM, Till Rohrmann wrote: > >>>> Hi Jan, > >>>> > >>>> I've talked with Aljoscha and Stephan offline and we concluded that we > >>>> would like to avoid the usage of context class loaders if possible. > >>>> The > >>>> reason for this is that using the context class loader can easily > >>>> mess up > >>>> an otherwise clear class loader hierarchy which makes it hard to > >>>> reason > >>>> about and to debug class loader issues. > >>>> > >>>> Given this, I think it would help to better understand the exact > >>>> problem > >>>> you are trying to solve by using the context class loader. Usually the > >>>> usage of the context class loader points towards an API deficiency > >>>> which > >>> we > >>>> might be able to address differently. > >>>> > >>>> Cheers, > >>>> Till > >>>> > >>>> On Mon, Sep 2, 2019 at 11:32 AM Aljoscha Krettek <aljos...@apache.org > > > >>>> wrote: > >>>> > >>>>> I’m not saying we can’t change that code to use the context class > >>> loader. > >>>>> I’m just not sure whether this might break other things. > >>>>> > >>>>> Best, > >>>>> Aljoscha > >>>>> > >>>>>> On 2. Sep 2019, at 11:24, Jan Lukavský <je...@seznam.cz> wrote: > >>>>>> > >>>>>> Essentially, the class loader of Flink should be present in parent > >>>>> hierarchy of context class loader. If FlinkUserCodeClassLoader > >>>>> doesn't > >>> use > >>>>> context class loader, then it is actually impossible to use a > >>>>> hierarchy > >>>>> like this: > >>>>>> system class loader -> application class loader -> > >>>>>> user-defined class > >>>>> loader (defines some UDFs to be used in flink program) > >>>>>> Flink now uses the application class loader, and so the UDFs fail to > >>>>> deserialize on local flink, because the user-defined class loader is > >>>>> bypassed. Moreover, there is no way to add additional classpath > >>>>> elements > >>>>> for LocalEnvironment (as opposed to RemoteEnvironment). I'm able > >>>>> to hack > >>>>> this by calling addURL method on the application class loader > >>>>> (which is > >>>>> terribly hackish), but that works only on JDK <= 8. No sensible > >>> workaround > >>>>> is available for JDK >= 9. > >>>>>> Alternative solution would be to enable adding jars to class loader > >>> when > >>>>> using LocalEnvironment, but that looks a little odd. > >>>>>> Jan > >>>>>> > >>>>>> On 9/2/19 11:02 AM, Aljoscha Krettek wrote: > >>>>>>> Hi, > >>>>>>> > >>>>>>> I actually don’t know whether that change would be ok. > >>>>> FlinkUserCodeClassLoader has taken > >>>>> FlinkUserCodeClassLoader.class.getClassLoader() as the parent > >>> ClassLoader > >>>>> before my change. See: > >>>>> > >>> > https://github.com/apache/flink/blob/release-1.2/flink-runtime/src/main/java/org/apache/flink/runtime/execution/librarycache/FlinkUserCodeClassLoader.java > >>> > >>>>> < > >>>>> > >>> > https://github.com/apache/flink/blob/release-1.2/flink-runtime/src/main/java/org/apache/flink/runtime/execution/librarycache/FlinkUserCodeClassLoader.java > >>> > >>>>>> . > >>>>>>> I have the feeling that this might be on purpose because we want to > >>>>> have the ClassLoader of the Flink Framework components be the parent > >>>>> ClassLoader, but I could be wrong. Maybe Stephan would be most > >>> appropriate > >>>>> for answering this. > >>>>>>> Best, > >>>>>>> Aljoscha > >>>>>>> > >>>>>>>> On 30. Aug 2019, at 16:28, Till Rohrmann <trohrm...@apache.org> > >>> wrote: > >>>>>>>> Hi Jan, > >>>>>>>> > >>>>>>>> this looks to me like a bug for which you could create a JIRA > >>>>>>>> and PR > >>>>> to fix it. Just to make sure, I've pulled in Aljoscha who is the > >>>>> author > >>> of > >>>>> this change to check with him whether we are forgetting something. > >>>>>>>> Cheers, > >>>>>>>> Till > >>>>>>>> > >>>>>>>> On Fri, Aug 30, 2019 at 3:44 PM Jan Lukavský <je...@seznam.cz > >>> <mailto: > >>>>> je...@seznam.cz>> wrote: > >>>>>>>> Hi, > >>>>>>>> > >>>>>>>> I have come across an issue with classloading in Flink's > >>>>>>>> MiniCluster. > >>>>>>>> The issue is that when I run local flink job from a thread, > >>>>>>>> that has > >>> a > >>>>>>>> non-default context classloader (for whatever reason), this > >>> classloader > >>>>>>>> is not taken into account when classloading user defined > >>>>>>>> functions. > >>>>> This > >>>>>>>> is due to [1]. Is this behavior intentional, or can I file a > >>>>>>>> JIRA and > >>>>>>>> use Thread.currentThread.getContextClassLoader() there? I have > >>>>> validated > >>>>>>>> that it fixes issues I'm facing. > >>>>>>>> > >>>>>>>> Jan > >>>>>>>> > >>>>>>>> [1] > >>>>>>>> > >>> > https://github.com/apache/flink/blob/ce557839d762b5f1ec92aa1885fd3d2ae33d0d0b/flink-runtime/src/main/java/org/apache/flink/runtime/execution/librarycache/BlobLibraryCacheManager.java#L280 > >>> > >>>>> < > >>>>> > >>> > https://github.com/apache/flink/blob/ce557839d762b5f1ec92aa1885fd3d2ae33d0d0b/flink-runtime/src/main/java/org/apache/flink/runtime/execution/librarycache/BlobLibraryCacheManager.java#L280 > >>> >
