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[Backport feature/multi_tenancy] [Backport 2.15] [Backport-2.x] Backport fix bedrock preprocess func #3029

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Backport 1c90e38 from #2542

* Fix bedrock connector embedding generation issue

Signed-off-by: zane-neo <zaniu@amazon.com>

* format code

Signed-off-by: zane-neo <zaniu@amazon.com>

* add IT

Signed-off-by: zane-neo <zaniu@amazon.com>

* add ITs

Signed-off-by: zane-neo <zaniu@amazon.com>

* format code

Signed-off-by: zane-neo <zaniu@amazon.com>

* change input to fix number format exception in local

Signed-off-by: zane-neo <zaniu@amazon.com>

* Add log to identify the failure IT root cause

Signed-off-by: zane-neo <zaniu@amazon.com>

* Update plugin/src/test/java/org/opensearch/ml/rest/MLCommonsRestTestCase.java

Co-authored-by: Yaliang Wu <ylwu@amazon.com>
Signed-off-by: zane-neo <zaniu@amazon.com>

* address comments

Signed-off-by: zane-neo <zaniu@amazon.com>

* fix backport incompatibility

Signed-off-by: zane-neo <zaniu@amazon.com>

---------

Signed-off-by: zane-neo <zaniu@amazon.com>
Co-authored-by: Yaliang Wu <ylwu@amazon.com>
(cherry picked from commit 210903d)

Co-authored-by: zane-neo <zaniu@amazon.com>
(cherry picked from commit 1c90e38)
@dhrubo-os dhrubo-os merged commit 225aec1 into feature/multi_tenancy Oct 1, 2024
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