Backporting elastic#122999 to 8.x branch.

Follow up of elastic#113757 and adds support to natively store array offsets for ip fields instead of falling back to ignored source.

…ce (#123405)

* [8.x] Store arrays offsets for ip fields natively with synthetic source

Backporting #122999 to 8.x branch.

Follow up of #113757 and adds support to natively store array offsets for ip fields instead of falling back to ignored source.

* [CI] Auto commit changes from spotless

---------

Co-authored-by: elasticsearchmachine <[email protected]>

…4594)

This patch builds on the work in #122999 and #113757 to natively store
array offsets for numeric fields instead of falling back to ignored source
when `source_keep_mode: arrays`.

…stic#124594)

This patch builds on the work in elastic#122999 and elastic#113757 to natively store
array offsets for numeric fields instead of falling back to ignored source
when `source_keep_mode: arrays`.

#124594) | Fix ignores malformed testcase (#125337) | Fix offsets not recording duplicate values (#125354) (#125440)

* Natively store synthetic source array offsets for numeric fields (#124594)

This patch builds on the work in #122999 and #113757 to natively store
array offsets for numeric fields instead of falling back to ignored source
when `source_keep_mode: arrays`.

(cherry picked from commit 376abfe)

# Conflicts:
#	server/src/main/java/org/elasticsearch/index/IndexVersions.java
#	server/src/main/java/org/elasticsearch/index/mapper/NumberFieldMapper.java

* Fix ignores malformed testcase (#125337)

Fix and unmute testSynthesizeArrayRandomIgnoresMalformed

(cherry picked from commit 2ff03ac)

# Conflicts:
#	muted-tests.yml

* Fix offsets not recording duplicate values (#125354)

Previously, when calculating the offsets, we just compared the values as-is
without any loss of precision. However, when the values were saved into doc
values and loaded in the doc values loader, they could have lost precision.
This meant that values that were not duplicates when calculating the
offsets could now be duplicates in the doc values loader. This interfered
with the de-duplication logic, causing incorrect values to be returned.

My solution is to apply the precision loss before calculating the offsets,
so that both the offsets calculation and the SortedNumericDocValues
de-duplication see the same values as duplicates.

(cherry picked from commit db73175)

#125529)

This patch builds on the work in #113757, #122999, and #124594 to natively
store array offsets for boolean fields instead of falling back to ignored
source when `synthetic_source_keep: arrays`.

#125529) (#125596)

This patch builds on the work in #113757, #122999, and #124594 to natively
store array offsets for boolean fields instead of falling back to ignored
source when `synthetic_source_keep: arrays`.

(cherry picked from commit af1f145)

# Conflicts:
#	server/src/main/java/org/elasticsearch/index/IndexVersions.java
#	server/src/main/java/org/elasticsearch/index/mapper/BooleanFieldMapper.java

… source (#125709)

This patch builds on the work in #113757, #122999, #124594, and #125529 to
natively store array offsets for unsigned long fields instead of falling
back to ignored source when synthetic_source_keep: arrays.

… source (#125709) (#125746)

This patch builds on the work in #113757, #122999, #124594, and #125529 to
natively store array offsets for unsigned long fields instead of falling
back to ignored source when synthetic_source_keep: arrays.

(cherry picked from commit 689eaf2)

# Conflicts:
#	server/src/main/java/org/elasticsearch/index/IndexVersions.java
#	x-pack/plugin/mapper-unsigned-long/src/main/java/org/elasticsearch/xpack/unsignedlong/UnsignedLongFieldMapper.java

…source (#125793)

This patch builds on the work in #113757, #122999, #124594, #125529, and 
#125709 to natively store array offsets for scaled float fields instead of
falling back to ignored source when synthetic_source_keep: arrays.

…stic#124594)

This patch builds on the work in elastic#122999 and elastic#113757 to natively store
array offsets for numeric fields instead of falling back to ignored source
when `source_keep_mode: arrays`.

elastic#125529)

This patch builds on the work in elastic#113757, elastic#122999, and elastic#124594 to natively
store array offsets for boolean fields instead of falling back to ignored
source when `synthetic_source_keep: arrays`.

… source (elastic#125709)

This patch builds on the work in elastic#113757, elastic#122999, elastic#124594, and elastic#125529 to
natively store array offsets for unsigned long fields instead of falling
back to ignored source when synthetic_source_keep: arrays.

…source (elastic#125793)

This patch builds on the work in elastic#113757, elastic#122999, elastic#124594, elastic#125529, and 
elastic#125709 to natively store array offsets for scaled float fields instead of
falling back to ignored source when synthetic_source_keep: arrays.

…source (#125793) (#125891)

This patch builds on the work in #113757, #122999, #124594, #125529, and
#125709 to natively store array offsets for scaled float fields instead of
falling back to ignored source when synthetic_source_keep: arrays.

(cherry picked from commit 71e74bd)

# Conflicts:
#	server/src/main/java/org/elasticsearch/index/IndexVersions.java