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This PR adds the ground work for multi-node integration tests for data frames. These tests brought up some interesting serialization bugs, most of them were addressed while this work was in flight, but some more were found once the latest changes were merged in.

backport of #41508

* [ML] adding native-multi-node-integTests for data frames'

* addressing streaming issues

* formatting fixes

* Addressing PR comments
@benwtrent benwtrent added >test Issues or PRs that are addressing/adding tests >refactoring backport v7.2.0 :ml/Transform Transform labels Apr 25, 2019
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Pinging @elastic/ml-core

@benwtrent
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run elasticsearch-ci/1

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run elasticsearch-ci/2

@benwtrent benwtrent merged commit 4836ff7 into elastic:7.x Apr 26, 2019
@benwtrent benwtrent deleted the tests/ml-df-add-multi-node-integ-tests-7.x branch April 26, 2019 12:18
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