Release-1.5: Add a common, dense, format for classification operations to lower cost of processing on the host side. #2981
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This is the work to port this change to release-1.5
Add a common, dense, format for classification operations to lower cost of processing on the host side.
We now just return an array of triples to represent classified results. The triple contains:
We also encode this into a comma separated string when passing over to the managed side
(as opposed to an JSON array). That way we don't pay such a high JSON parsing cost.
Instead, we can just do a string.split(",") on the encoded triples and process each
element ourselves.
The existing APIs remain for back-compat. But they will be removed in the future once all clients have moved to the new API.