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https://issues.apache.org/jira/browse/AIRFLOW-2243?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16550015#comment-16550015
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Tim Swast commented on AIRFLOW-2243:
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Also `imp.load_source()` is deprecated (and completely undocumented) in Python 
3. See: https://bugs.python.org/issue14551

> airflow seems to load modules multiple times
> --------------------------------------------
>
>                 Key: AIRFLOW-2243
>                 URL: https://issues.apache.org/jira/browse/AIRFLOW-2243
>             Project: Apache Airflow
>          Issue Type: Bug
>            Reporter: sulphide
>            Priority: Major
>
> airflow uses the builtin imp.load_source to load modules, but the 
> documentation (for python 2) says:
> [https://docs.python.org/2/library/imp.html#imp.load_source]
> {{imp.}}{{load_source}}(_name_, _pathname_[, _file_])
> Load and initialize a module implemented as a Python source file and return 
> its module object. If the module was already initialized, it will be 
> initialized _again_. The _name_ argument is used to create or access a module 
> object. The_pathname_ argument points to the source file. The _file_ argument 
> is the source file, open for reading as text, from the beginning. It must 
> currently be a real file object, not a user-defined class emulating a file. 
> Note that if a properly matching byte-compiled file (with suffix {{.pyc}} or 
> {{.pyo}}) exists, it will be used instead of parsing the given source file.
>  
>  
> this means that airflow behaves differently from a typical python program in 
> that a module may be imported multiple times, which could have unexpected 
> effects for those relying on the typical python import semantics.
> https://github.com/apache/incubator-airflow/blob/master/airflow/models.py#L300



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