Currently it is not possible to sample posterior again using data with different shape, for example, see this issue (the first comments are relevant, it eventually changed topic).
What is possible is to use pm.Data to sample posterior predictive using different data. This feature seems to usually work with some exceptions (e.q. https://github.com/pymc-devs/pymc3/issues/3640)
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