Commit Graph

64 Commits

Author SHA1 Message Date
Mark Tozzi 22c55180c1
[7.x] Backport ValuesSourceRegistry and related work (#54922)
* Add ValuesSource Registry and associated logic (#54281)

* Remove ValuesSourceType argument to ValuesSourceAggregationBuilder (#48638)

* ValuesSourceRegistry Prototype (#48758)

* Remove generics from ValuesSource related classes (#49606)

* fix percentile aggregation tests (#50712)

* Basic thread safety for ValuesSourceRegistry (#50340)

* Remove target value type from ValuesSourceAggregationBuilder (#49943)

* Cleanup default values source type (#50992)

* CoreValuesSourceType no longer implements Writable (#51276)

* Remove genereics & hard coded ValuesSource references from Matrix Stats (#51131)

* Put values source types on fields (#51503)

* Remove VST Any (#51539)

* Rewire terms agg to use new VS registry (#51182)

Also adds some basic AggTestCases for untested code
paths (and boilerplate for future tests once the IT are
converted over)

* Wire Cardinality aggregation to work with the ValuesSourceRegistry (#51337)

* Wire Percentiles aggregator into new VS framework (#51639)

This required a bit of a refactor to percentiles itself.  Before,
the Builder would switch on the chosen algo to generate an
algo-specific factory.  This doesn't work (or at least, would be
difficult) in the new VS framework.

This refactor consolidates both factories together and introduces
a PercentilesConfig object to act as a standardized way to pass
algo-specific parameters through the factory.  This object
is then used when deciding which kind of aggregator to create

Note: CoreValuesSourceType.HISTOGRAM still lives in core, and will
be moved in a subsequent PR.

* Remove generics and target value type from MultiVSAB (#51647)

* fix checkstyle after merge (#52008)

* Plumb ValuesSourceRegistry through to QuerySearchContext (#51710)

* Convert RareTerms to new VS registry (#52166)

* Wire up Value Count (#52225)

* Wire up Max & Min aggregations (#52219)

* ValuesSource refactoring: Wire up Sum aggregation (#52571)

* ValuesSource refactoring: Wire up SigTerms aggregation (#52590)

* Soft immutability for VSConfig (#52729)

* Unmute testSupportedFieldTypes, fix Percentiles/Ranks/Terms tests (#52734)

Also fixes Percentiles which was incorrectly specified to only accept
numeric, but in fact also accepts Boolean and Date (because those are
numeric on master - thanks `testSupportedFieldTypes` for catching it!)

* VS refactoring: Wire up stats aggregation (#52891)

* ValuesSource refactoring: Wire up string_stats aggregation (#52875)

* VS refactoring: Wire up median (MAD) aggregation (#52945)

* fix valuesourcetype issue with constant_keyword field (#53041)x-pack/plugin/rollup/src/main/java/org/elasticsearch/xpack/rollup/job/RollupIndexer.java

this commit implements `getValuesSourceType` for
the ConstantKeyword field type.

master was merged into feature/extensible-values-source
introducing a new field type that was not implementing
`getValuesSourceType`.

* ValuesSource refactoring: Wire up Avg aggregation (#52752)

* Wire PercentileRanks aggregator into new VS framework  (#51693)

* Add a VSConfig resolver for aggregations not using the registry (#53038)

* Vs refactor wire up ranges and date ranges (#52918)

* Wire up geo_bounds aggregation to ValuesSourceRegistry (#53034)

This commit updates the geo_bounds aggregation to depend
on registering itself in the ValuesSourceRegistry

relates #42949.

* VS refactoring: convert Boxplot to new registry (#53132)

* Wire-up geotile_grid and geohash_grid to ValuesSourceRegistry (#53037)

This commit updates the geo*_grid aggregations to depend
on registering itself in the ValuesSourceRegistry

relates to the values-source refactoring meta issue #42949.

* Wire-up geo_centroid agg to ValuesSourceRegistry (#53040)

This commit updates the geo_centroid aggregation to depend
on registering itself in the ValuesSourceRegistry.

relates to the values-source refactoring meta issue #42949.

* Fix type tests for Missing aggregation (#53501)

* ValuesSource Refactor: move histo VSType into XPack module (#53298)

- Introduces a new API (`getBareAggregatorRegistrar()`) which allows plugins to register aggregations against existing agg definitions defined in Core.
- This moves the histogram VSType over to XPack where it belongs. `getHistogramValues()` still remains as a Core concept
- Moves the histo-specific bits over to xpack (e.g. the actual aggregator logic). This requires extra boilerplate since we need to create a new "Analytics" Percentile/Rank aggregators to deal with the histo field. Doubly-so since percentiles/ranks are extra boiler-plate'y... should be much lighter for other aggs

* Wire up DateHistogram to the ValuesSourceRegistry (#53484)

* Vs refactor parser cleanup (#53198)

Co-authored-by: Zachary Tong <polyfractal@elastic.co>
Co-authored-by: Zachary Tong <zach@elastic.co>
Co-authored-by: Christos Soulios <1561376+csoulios@users.noreply.github.com>
Co-authored-by: Tal Levy <JubBoy333@gmail.com>

* First batch of easy fixes

* Remove List.of from ValuesSourceRegistry

Note that we intend to have a follow up PR dealing with the mutability
of the registry, so I didn't even try to address that here.

* More compiler fixes

* More compiler fixes

* More compiler fixes

* Precommit is happy and so am I

* Add new Core VSTs to tests

* Disabled supported type test on SigTerms until we can backport it's fix

* fix checkstyle

* Fix test failure from semantic merge issue

* Fix some metaData->metadata replacements that got lost

* Fix list of supported types for MinAggregator

* Fix list of supported types for Avg

* remove unused import

Co-authored-by: Zachary Tong <polyfractal@elastic.co>
Co-authored-by: Zachary Tong <zach@elastic.co>
Co-authored-by: Christos Soulios <1561376+csoulios@users.noreply.github.com>
Co-authored-by: Tal Levy <JubBoy333@gmail.com>
2020-04-16 16:54:46 -04:00
William Brafford 2ba3be9db6
Remove deprecated third-party methods from tests (#55255) (#55269)
I've noticed that a lot of our tests are using deprecated static methods
from the Hamcrest matchers. While this is not a big deal in any
objective sense, it seems like a small good thing to reduce compilation
warnings and be ready for a new release of the matcher library if we
need to upgrade. I've also switched a few other methods in tests that
have drop-in replacements.
2020-04-15 17:54:47 -04:00
Tal Levy 254d1e3543
[7.x] Create new `geo` module and migrate geo_shape registration (#53562) (#54924)
This commit introduces a new `geo` module that is intended
to be contain all the geo-spatial-specific features in server.

As a first step, the responsibility of registering the geo_shape
field mapper is moved to this module.

Co-authored-by: Nicholas Knize <nknize@gmail.com>
2020-04-07 16:30:58 -07:00
Christoph Büscher 8c9ac14a98
Rename field name constants in AbstractBuilderTestCase (#53234)
Some field name constants were not updaten when we moved from "string" to "text"
and "keyword" fields. Renaming them makes it easier and faster to know which
field type is used in test subclassing this base test case.
2020-04-03 17:28:22 +02:00
Jason Tedor 5fcda57b37
Rename MetaData to Metadata in all of the places (#54519)
This is a simple naming change PR, to fix the fact that "metadata" is a
single English word, and for too long we have not followed general
naming conventions for it. We are also not consistent about it, for
example, METADATA instead of META_DATA if we were trying to be
consistent with MetaData (although METADATA is correct when considered
in the context of "metadata"). This was a simple find and replace across
the code base, only taking a few minutes to fix this naming issue
forever.
2020-03-31 17:24:38 -04:00
Zachary Tong c9db2de41d
[7.x] Comprehensively test supported/unsupported field type:agg combinations (#54451)
* Comprehensively test supported/unsupported field type:agg combinations (#52493)

This adds a test to AggregatorTestCase that allows us to programmatically
verify that an aggregator supports or does not support a particular
field type.  It fetches the list of registered field type parsers,
creates a MappedFieldType from the parser and then attempts to run
a basic agg against the field.

A supplied list of supported VSTypes are then compared against the
output (success or exception) and suceeds or fails the test accordingly.

Co-Authored-By: Mark Tozzi <mark.tozzi@gmail.com>
* Skip fields that are not aggregatable

* Use newIndexSearcher() to avoid incompatible readers (#52723)

Lucene's `newSearcher()` can generate readers like ParallelCompositeReader
which we can't use.  We need to instead use our helper `newIndexSearcher`
2020-03-31 14:35:03 -04:00
Jake Landis db3420d757
[7.x] Optimize which Rest resources are used by the Rest tests… (#53766)
This should help with Gradle's incremental compile such that projects
only depend upon the resources they use.

related #52114
2020-03-19 12:28:59 -05:00
Alan Woodward 71b703edd1 Rename AtomicFieldData to LeafFieldData (#53554)
This conforms with lucene's LeafReader naming convention, and
matches other per-segment structures in elasticsearch.
2020-03-17 12:30:12 +00:00
Nik Everett 1d1956ee93
Add size support to `top_metrics` (backport of #52662) (#52914)
This adds support for returning the top "n" metrics instead of just the
very top.

Relates to #51813
2020-02-27 16:12:52 -05:00
markharwood 96d603979b
Upgrade Lucene to 8.5.0-snapshot-b01d7cb (#52584)
Upgrading 7x to same Lucene 8.5 version used in master
2020-02-21 10:25:03 +00:00
Nik Everett 146def8caa
Implement top_metrics agg (#51155) (#52366)
The `top_metrics` agg is kind of like `top_hits` but it only works on
doc values so it *should* be faster.

At this point it is fairly limited in that it only supports a single,
numeric sort and a single, numeric metric. And it only fetches the "very
topest" document worth of metric. We plan to support returning a
configurable number of top metrics, requesting more than one metric and
more than one sort. And, eventually, non-numeric sorts and metrics. The
trick is doing those things fairly efficiently.

Co-Authored by: Zachary Tong <zach@elastic.co>
2020-02-14 11:19:11 -05:00
Marios Trivyzas dac720d7a1
Add a cluster setting to disallow expensive queries (#51385) (#52279)
Add a new cluster setting `search.allow_expensive_queries` which by
default is `true`. If set to `false`, certain queries that have
usually slow performance cannot be executed and an error message
is returned.

- Queries that need to do linear scans to identify matches:
  - Script queries
- Queries that have a high up-front cost:
  - Fuzzy queries
  - Regexp queries
  - Prefix queries (without index_prefixes enabled
  - Wildcard queries
  - Range queries on text and keyword fields
- Joining queries
  - HasParent queries
  - HasChild queries
  - ParentId queries
  - Nested queries
- Queries on deprecated 6.x geo shapes (using PrefixTree implementation)
- Queries that may have a high per-document cost:
  - Script score queries
  - Percolate queries

Closes: #29050
(cherry picked from commit a8b39ed842c7770bd9275958c9f747502fd9a3ea)
2020-02-12 22:56:14 +01:00
Julie Tibshirani 337d73a7c6 Rename MapperService#fullName to fieldType.
The new name more accurately describes what the method returns.
2020-02-07 10:35:53 -08:00
Adrien Grand 31158ab3d5
Add per-field metadata. (#50333)
This PR adds per-field metadata that can be set in the mappings and is later
returned by the field capabilities API. This metadata is completely opaque to
Elasticsearch but may be used by tools that index data in Elasticsearch to
communicate metadata about fields with tools that then search this data. A
typical example that has been requested in the past is the ability to attach
a unit to a numeric field.

In order to not bloat the cluster state, Elasticsearch requires that this
metadata be small:
 - keys can't be longer than 20 chars,
 - values can only be numbers or strings of no more than 50 chars - no inner
   arrays or objects,
 - the metadata can't have more than 5 keys in total.

Given that metadata is opaque to Elasticsearch, field capabilities don't try to
do anything smart when merging metadata about multiple indices, the union of
all field metadatas is returned.

Here is how the meta might look like in mappings:

```json
{
  "properties": {
    "latency": {
      "type": "long",
      "meta": {
        "unit": "ms"
      }
    }
  }
}
```

And then in the field capabilities response:

```json
{
  "latency": {
    "long": {
      "searchable": true,
      "aggreggatable": true,
      "meta": {
        "unit": [ "ms" ]
      }
    }
  }
}
```

When there are no conflicts, values are arrays of size 1, but when there are
conflicts, Elasticsearch includes all unique values in this array, without
giving ways to know which index has which metadata value:

```json
{
  "latency": {
    "long": {
      "searchable": true,
      "aggreggatable": true,
      "meta": {
        "unit": [ "ms", "ns" ]
      }
    }
  }
}
```

Closes #33267
2020-01-08 16:21:18 +01:00
Nik Everett 4d58656065
Declare remaining parsers `final` (#50571) (#50615)
We have about 800 `ObjectParsers` in Elasticsearch, about 700 of which
are final. This is *probably* the right way to declare them because in
practice we never mutate them after they are built. And we certainly
don't change the static reference. Anyway, this adds `final` to these
parsers.

I found the non-final parsers with this:
```
diff \
  <(find . -type f -name '*.java' -exec grep -iHe 'static.*PARSER\s*=' {} \+ | sort) \
  <(find . -type f -name '*.java' -exec grep -iHe 'static.*final.*PARSER\s*=' {} \+ | sort) \
  2>&1 | grep '^<'
```
2020-01-03 11:48:11 -05:00
Rory Hunter c46a0e8708
Apply 2-space indent to all gradle scripts (#49071)
Backport of #48849. Update `.editorconfig` to make the Java settings the
default for all files, and then apply a 2-space indent to all `*.gradle`
files. Then reformat all the files.
2019-11-14 11:01:23 +00:00
Jim Ferenczi 5a3fa4a479
Add client jar for mapper-extras (#47430)
The rest high level client has a dependency on mapper-extras but the jar
is not published so this commit adds a client jar for this module.

Closes #47413
2019-10-03 01:23:45 +02:00
Jim Ferenczi c340814b34 Fix highlighting of overlapping terms in the unified highlighter (#47227)
The passage formatter that the unified highlighter use doesn't handle terms with overlapping offsets.
For tokenizer that provides multiple segmentation of the same terms (edge ngram for instance) the formatter
should select the largest span in order to highlight the term only once. This change implements this logic.
2019-10-02 16:34:12 +02:00
Jim Ferenczi 08f28e642b Replace SearchContext with QueryShardContext in query builder tests (#46978)
This commit replaces the SearchContext used in AbstractQueryTestCase with
a QueryShardContext in order to reduce the visibility of search contexts.

Relates #46523
2019-09-23 20:24:02 +02:00
Jim Ferenczi 79a1390935 Add mapper-extras and the RankFeatureQuery in the hlrc (#43713)
This change adds the support for the RankFeatureQuery in the HLRC by
providing an extra dependency on mapper-extras-client. It also removes
the dependency on lang-painless in mapper-extras which is not needed
anymore since the move of the vector field into a dedicated module.

Closes #43634
2019-08-14 18:41:39 +02:00
Julie Tibshirani cc0ff3aa71 Ensure field caps doesn't error on rank feature fields. (#44370)
The contract for MappedFieldType#fielddataBuilder is to throw an
IllegalArgumentException if fielddata is not supported. The rank feature mappers
were instead throwing an UnsupportedOperationException, which caused
MappedFieldType#isAggregatable to fail.
2019-07-16 15:56:50 -07:00
Mayya Sharipova aa6248d4d7
Move dense_vector and sparse_vector to module (#43280) (#43333) 2019-06-18 11:56:04 -04:00
Mayya Sharipova a7bdea8a15 BWC tests - move vector distance functions to 7.3 2019-06-14 12:41:27 -04:00
Jason Tedor 7f3ab4524f
Bump 7.x branch to version 7.2.0
This commit adds the 7.2.0 version constant to the 7.x branch, and bumps
BWC logic accordingly.
2019-05-01 13:38:57 -04:00
Jim Ferenczi 67820f9da1 Fix search_as_you_type's sub-fields to pick their names from the full path of the root field (#41541)
The subfields of the search_as_you_type are prefixed with the name of their root field.
However they should used the full path of the root field rather than just the name since
these fields can appear in a multi-`fields` definition or under an object field.
Since this field type is not released yet, this should be considered as a non-issue.
2019-04-26 10:19:20 +02:00
Alpar Torok 25944c4317 convert modules to use testclusters (#40804)
* convert modules to use testclusters
* Eliminate PluginPropertiesTask and move logic in plugin where it belongs
2019-04-04 11:45:40 +03:00
Jim Ferenczi e256eb361a Fix merging of search_as_you_type field mapper (#40593)
The merge of the `search_as_you_type` field mapper uses the wrong prefix field
and does not update the underlying field types.
2019-03-29 09:02:40 +01:00
Jeff Hajewski 6c13ed7db8 Update max dims for vectors to 1024. (#40597) 2019-03-28 17:08:14 -04:00
Andy Bristol 23395a9b9f
search as you type fieldmapper (#35600)
Adds the search_as_you_type field type that acts like a text field optimized
for as-you-type search completion. It creates a couple subfields that analyze
the indexed terms as shingles, against which full terms are queried, and a
prefix subfield that analyze terms as the largest shingle size used and
edge-ngrams, against which partial terms are queried

Adds a match_bool_prefix query type that creates a boolean clause of a term
query for each term except the last, for which a boolean clause with a prefix
query is created.

The match_bool_prefix query is the recommended way of querying a search as you
type field, which will boil down to term queries for each shingle of the input
text on the appropriate shingle field, and the final (possibly partial) term
as a term query on the prefix field. This field type also supports phrase and
phrase prefix queries however
2019-03-27 13:29:13 -07:00
Julie Tibshirani 419cf1c02f Fix an off-by-one error in the vector field dimension limit. (#40489)
Previously only vectors up to 499 dimensions were accepted, whereas the stated
limit is 500.
2019-03-27 11:17:58 -07:00
Mayya Sharipova e80284231d
Backport distance functions vectors (#39330)
Distance functions for dense and sparse vectors

Backport for #37947, #39313
2019-02-23 11:52:43 -05:00
Julie Tibshirani c2e9d13ebd
Default include_type_name to false in the yml test harness. (#38058)
This PR removes the temporary change we made to the yml test harness in #37285
to automatically set `include_type_name` to `true` in index creation requests
if it's not already specified. This is possible now that the vast majority of
index creation requests were updated to be typeless in #37611. A few additional
tests also needed updating here.

Additionally, this PR updates the test harness to set `include_type_name` to
`false` in index creation requests when communicating with 6.x nodes. This
mirrors the logic added in #37611 to allow for typeless document write requests
in test set-up code. With this update in place, we can remove many references
to `include_type_name: false` from the yml tests.
2019-02-01 11:44:13 -08:00
Colin Goodheart-Smithe 21e392e95e
Removes typed calls from YAML REST tests (#37611)
This PR attempts to remove all typed calls from our YAML REST tests. The PR adds include_type_name: false to create index requests that use a mapping and also to put mapping requests. It also removes _type from index requests where they haven't already been removed. The PR ignores tests named *_with_types.yml since this are specifically testing typed API behaviour.

The change also includes changing the test harness to add the type _doc to index, update, get and bulk requests that do not specify the document type when the test is running against a mixed 7.x/6.x cluster.
2019-01-30 16:32:58 +00:00
Mayya Sharipova a30ce6a00a
Rename feature, feature_vector and feature_query (#37794)
Ranaming as follows:
feature -> rank_feature
feature_vector -> rank_features
feature query -> rank_feature query

Ranaming is done to distinguish from other vector types.

Closes #36723
2019-01-24 19:18:48 -05:00
Alexander Reelsen daa2ec8a60
Switch mapping/aggregations over to java time (#36363)
This commit moves the aggregation and mapping code from joda time to
java time. This includes field mappers, root object mappers, aggregations with date
histograms, query builders and a lot of changes within tests.

The cut-over to java time is a requirement so that we can support nanoseconds
properly in a future field mapper.

Relates #27330
2019-01-23 10:40:05 +01:00
Armin Braun 860a8a7b23
Improve Precision for scaled_float (#37169)
* Use `toString` and `Bigdecimal` parsing to get intuitive behaviour for `scaled_float` as discussed in #32570
* Closes #32570
2019-01-11 08:07:55 +01:00
Nhat Nguyen 7580d9d925
Make SourceToParse immutable (#36971)
Today the routing of a SourceToParse is assigned in a separate step
after the object is created. We can easily forget to set the routing.
With this commit, the routing must be provided in the constructor of
SourceToParse.

Relates #36921
2018-12-24 14:06:50 -05:00
Mayya Sharipova b5d532f9e3
Vector field (#33022)
1. Dense vector

PUT dindex
{
  "mappings": {
    "_doc": {
      "properties": {
        "my_vector": {
          "type": "dense_vector"
        },
        "my_text" : {
          "type" : "keyword"
        }
      }
    }
  }
}

PUT dinex/_doc/1
{
  "my_text" : "text1",
  "my_vector" : [ 0.5, 10, 6 ]
}

2. Sparse vector

PUT sindex
{
  "mappings": {
    "_doc": {
      "properties": {
        "my_vector": {
          "type": "sparse_vector"
        },
        "my_text" : {
          "type" : "keyword"
        }
      }
    }
  }
}

PUT sindex/_doc/1
{
  "my_text" : "text1",
  "my_vector" : {"1": 0.5, "99": -0.5,  "5": 1}
}
2018-12-12 21:20:53 -05:00
Jim Ferenczi 18866c4c0b
Make hits.total an object in the search response (#35849)
This commit changes the format of the `hits.total` in the search response to be an object with
a `value` and a `relation`. The `value` indicates the number of hits that match the query and the
`relation` indicates whether the number is accurate (in which case the relation is equals to `eq`)
or a lower bound of the total (in which case it is equals to `gte`).
This change also adds a parameter called `rest_total_hits_as_int` that can be used in the
search APIs to opt out from this change (retrieve the total hits as a number in the rest response).
Note that currently all search responses are accurate (`track_total_hits: true`) or they don't contain
`hits.total` (`track_total_hits: true`). We'll add a way to get a lower bound of the total hits in a
follow up (to allow numbers to be passed to `track_total_hits`).

Relates #33028
2018-12-05 19:49:06 +01:00
Nick Knize a5e1f4d3a2 Upgrade to lucene-8.0.0-snapshot-31d7dfe6b1 (#35224) 2018-11-06 11:55:23 +01:00
Julie Tibshirani 78df00ff24
Simplify the return type of FieldMapper#parse. (#32654) 2018-09-04 01:15:19 +00:00
Jim Ferenczi 8e5f281b27
AbstractQueryTestCase should run without type less often (#28936)
This commit changes the randomization to always create an index with a type.
It also adds a way to create a query shard context that maps to an index with
no type registered in order to explicitely test cases where there is no type.
2018-07-26 20:29:05 +02:00
Nick Peihl ac63408655
Add region ISO code to GeoIP Ingest plugin (#31669) 2018-07-20 11:23:29 -07:00
Tanguy Leroux bf58660482
Remove all unused imports and fix CRLF (#31207)
The X-Pack opening and the recent other refactorings left a lot of 
unused imports in the codebase. This commit removes them all.
2018-06-11 15:12:12 +02:00
Julie Tibshirani 8f607071b6
Remove DocumentFieldMappers#smartNameFieldMapper, as it is no longer needed. (#31018) 2018-06-08 09:24:09 -07:00
Martijn van Groningen 07a57cc131
Move number of language analyzers to analysis-common module (#31143)
The following analyzers were moved from server module to analysis-common module:
`snowball`, `arabic`, `armenian`, `basque`, `bengali`, `brazilian`, `bulgarian`,
`catalan`, `chinese`, `cjk`, `czech`, `danish`, `dutch`, `english`, `finnish`,
`french`, `galician` and `german`.

Relates to #23658
2018-06-08 08:58:46 +02:00
Adrien Grand 458bca11bc
Add a `feature_vector` field. (#31102)
This field is similar to the `feature` field but is better suited to index
sparse feature vectors. A use-case for this field could be to record topics
associated with every documents alongside a metric that quantifies how well
the topic is connected to this document, and then boost queries based on the
topics that the logged user is interested in.

Relates #27552
2018-06-07 10:05:37 +02:00
Christoph Büscher 3f87c79500
Change ObjectParser exception (#31030)
ObjectParser should throw XContentParseExceptions, not IAE. A dedicated parsing
exception can includes the place where the error occurred.

Closes #30605
2018-06-04 20:20:37 +02:00
Julie Tibshirani cd0a375414
Remove unused query methods from MappedFieldType. (#30987)
* Remove MappedFieldType#nullValueQuery, as it is now unused.
* Remove MappedFieldType#queryStringTermQuery, as it is never overridden.
2018-05-31 12:47:52 -07:00
Adrien Grand 886db84ad2
Expose Lucene's FeatureField. (#30618)
Lucene has a new `FeatureField` which gives the ability to record numeric
features as term frequencies. Its main benefit is that it allows to boost
queries with the values of these features and efficiently skip non-competitive
documents at the same time using block-max WAND and indexed impacts.
2018-05-23 08:55:21 +02:00