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Compatibility of sagetex with arXiv and journals?

I was wondering whether anybody has any experience with trying to upload a draft created with sagetex on arXiv or journal servers. Normally arXiv prefers a tex file with figures in a tar.gz file. However, I was just trying to include a figure in a document and trying to compile it with sagetex. The problem is that I don't get a tex file and figure that I can upload on arXiv.

Is there a way to get a tex file and eps figues from sagetex, so that the whole thing can be compiled by the arXiv and journal servers (APS for example)