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Support nested aggregation #2814

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Description

Support nested aggregation. With this PR, follow SQL are able to exectue a nested aggregation query.

SELECT min(nested(pages.load_time, pages)) FROM logs WHERE response = 200;

And it equals the DSL

GET logs/_search
{
  "query": {
    "match": { "response": "200" }
  },
  "aggs": {
    "pages": {
      "nested": {
        "path": "pages"
      },
      "aggs": {
        "min_load_time": { "min": { "field": "pages.load_time" } }
      }
    }
  }
}

Issues Resolved

PR resolves #2813 and #2529, and partly resolves #2739 since nested function hasn't supported in PPL yet.

Check List

  • New functionality includes testing.
    • All tests pass, including unit test, integration test and doctest
  • New functionality has been documented.
    • New functionality has javadoc added
    • New functionality has user manual doc added
  • Commits are signed per the DCO using --signoff

By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.
For more information on following Developer Certificate of Origin and signing off your commits, please check here.

Signed-off-by: Lantao Jin <ltjin@amazon.com>
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