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Create SubgraphComposite/SubgraphEmbeddingComposite #580

@randomir

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@randomir

This could be as simple as providing find_subgraph as a default for EmbeddingComposite's find_embedding parameter, but at the same time replacing expensive BQM embedding / sampleset unembedding with simpler variable relabeling will result in significant performance boost.

See also #579.

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