How to read Multi-layer EXR images in python with OpenEXR

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Hey all! I'm working on a python tool that lets you view Multi-layer EXR images. I'm unable to use OpenImageIO due to technical support reasons. So I'm stuck with using OpenEXR. I've been able to read Multi-Layer EXR images from Blender and Maya but It seems Houdini has a different header format. If anyone knows how can I split the multi-layer data into seperate PNGs, or knows any resources that could help, please let me know!
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