Distributing python app with all dependencies

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I need to create an executable python app package containing all dependencies, including those that cannot be installed using pip (like gtk or other native modules). I must create Linux and Windows versions of this package. The problem is, I cannot find any way to create such package/executable. There are tools like py2exe or cx_Freeze, but they fail when including pygtk and other system dependent modules.

I just cannot believe there is no production ready solution, which allows python developers to do such obvious and trivial tasks.

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