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Data frame analytics jobs that work with very large datasets may produce bulk requests that are over the memory limit for indexing. This commit adds a helper class that bundles index requests in bulk requests that steer away from the memory limit. We then use this class both from the results joiner and the inference runner ensuring data frame analytics jobs do not generate bulk requests that are too large. Note the limit was implemented in #58885. Backport of #60219
Elastic License Functionality
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