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[BACKPORT] Do consolidation for totiledb (#565) * Do consolidation for totiledb (#403) * fix tiledb error when numpy int64 in shape; fix np.asscalar; add consolidate op when storing to tiledb * adapt the master change * Constrain tiledb-py version to 0.4.3 and fix ut (cherry picked from commit 5189d7403) * regenerate opcodes