SD : No such file

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I'm using pyhdf.SD to import some hdf5 files to python. I'm able to import one file in a program

file=SD(file_path,SDC.READ)

But after that, if I import another hdf5 file within the same program, it throws an error HDF4Error: SD: no such file.

I tried to reimport the pyhdf module after importing a hdf5 file, but the error persists.

What might have caused this?

The file I am dealing with cannot be imported through h5py module, so SD method seems to be the only way for now.

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