- Elasticsearch Guide: other versions:
- Elasticsearch introduction
- Getting started with Elasticsearch
- Set up Elasticsearch
- Installing Elasticsearch
- Configuring Elasticsearch
- Setting JVM options
- Secure settings
- Logging configuration
- Auditing settings
- Cross-cluster replication settings
- Transforms settings
- Index lifecycle management settings
- License settings
- Machine learning settings
- Monitoring settings
- Security settings
- Snapshot lifecycle management settings
- SQL access settings
- Watcher settings
- Important Elasticsearch configuration
- Important System Configuration
- Bootstrap Checks
- Heap size check
- File descriptor check
- Memory lock check
- Maximum number of threads check
- Max file size check
- Maximum size virtual memory check
- Maximum map count check
- Client JVM check
- Use serial collector check
- System call filter check
- OnError and OnOutOfMemoryError checks
- Early-access check
- G1GC check
- All permission check
- Discovery configuration check
- Starting Elasticsearch
- Stopping Elasticsearch
- Adding nodes to your cluster
- Full-cluster restart and rolling restart
- Set up X-Pack
- Configuring X-Pack Java Clients
- Bootstrap Checks for X-Pack
- Upgrade Elasticsearch
- Aggregations
- Metrics Aggregations
- Avg Aggregation
- Weighted Avg Aggregation
- Cardinality Aggregation
- Extended Stats Aggregation
- Geo Bounds Aggregation
- Geo Centroid Aggregation
- Max Aggregation
- Min Aggregation
- Percentiles Aggregation
- Percentile Ranks Aggregation
- Scripted Metric Aggregation
- Stats Aggregation
- String Stats Aggregation
- Sum Aggregation
- Top Hits Aggregation
- Value Count Aggregation
- Median Absolute Deviation Aggregation
- Bucket Aggregations
- Adjacency Matrix Aggregation
- Auto-interval Date Histogram Aggregation
- Children Aggregation
- Composite aggregation
- Date histogram aggregation
- Date Range Aggregation
- Diversified Sampler Aggregation
- Filter Aggregation
- Filters Aggregation
- Geo Distance Aggregation
- GeoHash grid Aggregation
- GeoTile Grid Aggregation
- Global Aggregation
- Histogram Aggregation
- IP Range Aggregation
- Missing Aggregation
- Nested Aggregation
- Parent Aggregation
- Range Aggregation
- Rare Terms Aggregation
- Reverse nested Aggregation
- Sampler Aggregation
- Significant Terms Aggregation
- Significant Text Aggregation
- Terms Aggregation
- Subtleties of bucketing range fields
- Pipeline Aggregations
- Avg Bucket Aggregation
- Derivative Aggregation
- Max Bucket Aggregation
- Min Bucket Aggregation
- Sum Bucket Aggregation
- Stats Bucket Aggregation
- Extended Stats Bucket Aggregation
- Percentiles Bucket Aggregation
- Moving Average Aggregation
- Moving Function Aggregation
- Cumulative Sum Aggregation
- Cumulative Cardinality Aggregation
- Bucket Script Aggregation
- Bucket Selector Aggregation
- Bucket Sort Aggregation
- Serial Differencing Aggregation
- Matrix Aggregations
- Caching heavy aggregations
- Returning only aggregation results
- Aggregation Metadata
- Returning the type of the aggregation
- Indexing aggregation results with transforms
- Metrics Aggregations
- Query DSL
- Search across clusters
- Scripting
- Mapping
- Text analysis
- Overview
- Concepts
- Configure text analysis
- Built-in analyzer reference
- Tokenizer reference
- Char Group Tokenizer
- Classic Tokenizer
- Edge n-gram tokenizer
- Keyword Tokenizer
- Letter Tokenizer
- Lowercase Tokenizer
- N-gram tokenizer
- Path Hierarchy Tokenizer
- Path Hierarchy Tokenizer Examples
- Pattern Tokenizer
- Simple Pattern Tokenizer
- Simple Pattern Split Tokenizer
- Standard Tokenizer
- Thai Tokenizer
- UAX URL Email Tokenizer
- Whitespace Tokenizer
- Token filter reference
- Apostrophe
- ASCII folding
- CJK bigram
- CJK width
- Classic
- Common grams
- Conditional
- Decimal digit
- Delimited payload
- Dictionary decompounder
- Edge n-gram
- Elision
- Fingerprint
- Flatten graph
- Hunspell
- Hyphenation decompounder
- Keep types
- Keep words
- Keyword marker
- Keyword repeat
- KStem
- Length
- Limit token count
- Lowercase
- MinHash
- Multiplexer
- N-gram
- Normalization
- Pattern capture
- Pattern replace
- Phonetic
- Porter stem
- Predicate script
- Remove duplicates
- Reverse
- Shingle
- Snowball
- Stemmer
- Stemmer override
- Stop
- Synonym
- Synonym graph
- Trim
- Truncate
- Unique
- Uppercase
- Word delimiter
- Word delimiter graph
- Character filters reference
- Normalizers
- Modules
- Index modules
- Ingest node
- Pipeline Definition
- Accessing Data in Pipelines
- Conditional Execution in Pipelines
- Handling Failures in Pipelines
- Enrich your data
- Processors
- Append Processor
- Bytes Processor
- Circle Processor
- Convert Processor
- CSV Processor
- Date Processor
- Date Index Name Processor
- Dissect Processor
- Dot Expander Processor
- Drop Processor
- Enrich Processor
- Fail Processor
- Foreach Processor
- GeoIP Processor
- Grok Processor
- Gsub Processor
- HTML Strip Processor
- Inference Processor
- Join Processor
- JSON Processor
- KV Processor
- Lowercase Processor
- Pipeline Processor
- Remove Processor
- Rename Processor
- Script Processor
- Set Processor
- Set Security User Processor
- Split Processor
- Sort Processor
- Trim Processor
- Uppercase Processor
- URL Decode Processor
- User Agent processor
- ILM: Manage the index lifecycle
- SQL access
- Overview
- Getting Started with SQL
- Conventions and Terminology
- Security
- SQL REST API
- SQL Translate API
- SQL CLI
- SQL JDBC
- SQL ODBC
- SQL Client Applications
- SQL Language
- Functions and Operators
- Comparison Operators
- Logical Operators
- Math Operators
- Cast Operators
- LIKE and RLIKE Operators
- Aggregate Functions
- Grouping Functions
- Date/Time and Interval Functions and Operators
- Full-Text Search Functions
- Mathematical Functions
- String Functions
- Type Conversion Functions
- Geo Functions
- Conditional Functions And Expressions
- System Functions
- Reserved keywords
- SQL Limitations
- Monitor a cluster
- Frozen indices
- Roll up or transform your data
- Set up a cluster for high availability
- Snapshot and restore
- Secure a cluster
- Overview
- Configuring security
- User authentication
- Built-in users
- Internal users
- Token-based authentication services
- Realms
- Realm chains
- Active Directory user authentication
- File-based user authentication
- LDAP user authentication
- Native user authentication
- OpenID Connect authentication
- PKI user authentication
- SAML authentication
- Kerberos authentication
- Integrating with other authentication systems
- Enabling anonymous access
- Controlling the user cache
- Configuring SAML single-sign-on on the Elastic Stack
- Configuring single sign-on to the Elastic Stack using OpenID Connect
- User authorization
- Built-in roles
- Defining roles
- Security privileges
- Document level security
- Field level security
- Granting privileges for indices and aliases
- Mapping users and groups to roles
- Setting up field and document level security
- Submitting requests on behalf of other users
- Configuring authorization delegation
- Customizing roles and authorization
- Enabling audit logging
- Encrypting communications
- Restricting connections with IP filtering
- Cross cluster search, clients, and integrations
- Tutorial: Getting started with security
- Tutorial: Encrypting communications
- Troubleshooting
- Some settings are not returned via the nodes settings API
- Authorization exceptions
- Users command fails due to extra arguments
- Users are frequently locked out of Active Directory
- Certificate verification fails for curl on Mac
- SSLHandshakeException causes connections to fail
- Common SSL/TLS exceptions
- Common Kerberos exceptions
- Common SAML issues
- Internal Server Error in Kibana
- Setup-passwords command fails due to connection failure
- Failures due to relocation of the configuration files
- Limitations
- Alerting on cluster and index events
- Command line tools
- How To
- Glossary of terms
- REST APIs
- API conventions
- cat APIs
- Cluster APIs
- Cross-cluster replication APIs
- Document APIs
- Enrich APIs
- Explore API
- Index APIs
- Add index alias
- Analyze
- Clear cache
- Clone index
- Close index
- Create index
- Delete index
- Delete index alias
- Delete index template
- Flush
- Force merge
- Freeze index
- Get field mapping
- Get index
- Get index alias
- Get index settings
- Get index template
- Get mapping
- Index alias exists
- Index exists
- Index recovery
- Index segments
- Index shard stores
- Index stats
- Index template exists
- Open index
- Put index template
- Put mapping
- Refresh
- Rollover index
- Shrink index
- Split index
- Synced flush
- Type exists
- Unfreeze index
- Update index alias
- Update index settings
- Index lifecycle management API
- Ingest APIs
- Info API
- Licensing APIs
- Machine learning anomaly detection APIs
- Add events to calendar
- Add jobs to calendar
- Close jobs
- Create jobs
- Create calendar
- Create datafeeds
- Create filter
- Delete calendar
- Delete datafeeds
- Delete events from calendar
- Delete filter
- Delete forecast
- Delete jobs
- Delete jobs from calendar
- Delete model snapshots
- Delete expired data
- Find file structure
- Flush jobs
- Forecast jobs
- Get buckets
- Get calendars
- Get categories
- Get datafeeds
- Get datafeed statistics
- Get influencers
- Get jobs
- Get job statistics
- Get machine learning info
- Get model snapshots
- Get overall buckets
- Get scheduled events
- Get filters
- Get records
- Open jobs
- Post data to jobs
- Preview datafeeds
- Revert model snapshots
- Set upgrade mode
- Start datafeeds
- Stop datafeeds
- Update datafeeds
- Update filter
- Update jobs
- Update model snapshots
- Machine learning data frame analytics APIs
- Create data frame analytics jobs
- Create inference trained model
- Delete data frame analytics jobs
- Delete inference trained model
- Evaluate data frame analytics
- Explain data frame analytics API
- Get data frame analytics jobs
- Get data frame analytics jobs stats
- Get inference trained model
- Get inference trained model stats
- Start data frame analytics jobs
- Stop data frame analytics jobs
- Migration APIs
- Reload search analyzers
- Rollup APIs
- Search APIs
- Security APIs
- Authenticate
- Change passwords
- Clear cache
- Clear roles cache
- Create API keys
- Create or update application privileges
- Create or update role mappings
- Create or update roles
- Create or update users
- Delegate PKI authentication
- Delete application privileges
- Delete role mappings
- Delete roles
- Delete users
- Disable users
- Enable users
- Get API key information
- Get application privileges
- Get builtin privileges
- Get role mappings
- Get roles
- Get token
- Get users
- Has privileges
- Invalidate API key
- Invalidate token
- OpenID Connect Prepare Authentication API
- OpenID Connect authenticate API
- OpenID Connect logout API
- SAML prepare authentication API
- SAML authenticate API
- SAML logout API
- SAML invalidate API
- SSL certificate
- Snapshot and restore APIs
- Snapshot lifecycle management API
- Transform APIs
- Usage API
- Watcher APIs
- Definitions
- Release highlights
- Breaking changes
- Release notes
- Elasticsearch version 7.6.2
- Elasticsearch version 7.6.1
- Elasticsearch version 7.6.0
- Elasticsearch version 7.5.2
- Elasticsearch version 7.5.1
- Elasticsearch version 7.5.0
- Elasticsearch version 7.4.2
- Elasticsearch version 7.4.1
- Elasticsearch version 7.4.0
- Elasticsearch version 7.3.2
- Elasticsearch version 7.3.1
- Elasticsearch version 7.3.0
- Elasticsearch version 7.2.1
- Elasticsearch version 7.2.0
- Elasticsearch version 7.1.1
- Elasticsearch version 7.1.0
- Elasticsearch version 7.0.0
- Elasticsearch version 7.0.0-rc2
- Elasticsearch version 7.0.0-rc1
- Elasticsearch version 7.0.0-beta1
- Elasticsearch version 7.0.0-alpha2
- Elasticsearch version 7.0.0-alpha1
IMPORTANT: No additional bug fixes or documentation updates
will be released for this version. For the latest information, see the
current release documentation.
Elasticsearch version 7.6.0
editElasticsearch version 7.6.0
editAlso see Breaking changes in 7.6.
Known issues
edit- Applying deletes or updates on an index after it has been shrunk may corrupt the index. In order to prevent this issue, it is recommended to stop shrinking read-write indices. For read-only indices, it is recommended to force-merge indices after shrinking, which significantly reduces the likeliness of this corruption in the case that deletes/updates would be applied by mistake. This bug is fixed in Elasticsearch 7.7 and later versions. More details can be found on the corresponding issue.
-
Indices created in 6.x with
date
anddate_nanos
fields using formats that are incompatible with java.time patterns will cause parsing errors, incorrect date calculations or wrong search results. https://github.com/elastic/elasticsearch/pull/52555 This is fixed in Elasticsearch 7.7 and later versions. -
Slow loggers can cause Log4j loggers to leak over time. When a new index is created, a new Log4j logger is associated with it. However, when an index is deleted, Log4j keeps an internal reference to its loggers that results in a memory leak (issue: #56171)
This issue is fixed in Elasticsearch 6.8.10 and 7.7.1.
-
Week-based date patterns are not working correctly with
Y
. UsingY
withw
will result in a failed request and an exception in the logs (issue: #57128). Usingy
withw
results in incorrect date calculations. A workaround is to add the following line to thejvm.options
file.9-:-Djava.locale.providers=SPI,COMPAT
This issue is fixed in Elasticsearch 7.7.0 and later versions (issue: #50916).
Breaking changes
editBreaking Java changes
editDeprecations
edit- Analysis
- Authorization
-
- Deprecating kibana_user and kibana_dashboard_only_user roles #46456
- Distributed
- Features/Indices APIs
- Infra/Core
- Reindex
- Search
New features
edit- Aggregations
- Analysis
- Authentication
-
- Password Protected Keystore (Feature Branch) #49210
- Features/ILM+SLM
- Features/Ingest
- Machine Learning
-
-
Implement
precision
andrecall
metrics for classification evaluation #49671 (issue: #48759) - Explain data frame analytics API #49455
- Machine learning model inference ingest processor #49052
- Implement accuracy metric for multi-class classification #47772 (issue: #48759)
- Add feature importance values to classification and regression results (using tree SHapley Additive exPlanation, or SHAP) #857
-
Implement
- Mapping
- Search
Enhancements
edit- Aggregations
- Allocation
- Analysis
- Authentication
- Authorization
-
- Increase Size and lower TTL on DLS BitSet Cache #50535 (issues: #43669, #49260)
- Add monitor_snapshot cluster privilege #50489 (issue: #50210)
- Remove reserved roles for code search #50068 (issue: #49842)
- [Code] Remove code_admin/code_user roles #48164
- Resolve the role query and the number of docs lazily #48036
- CCR
- CRUD
- Cluster Coordination
- Distributed
- Engine
-
- Do not force refresh when write indexing buffer #50769
- Deleted docs disregarded for if_seq_no check #50526
- Allow realtime get to read from translog #48843
- Do not warm up searcher in engine constructor #48605 (issue: #47186)
- Add a new merge policy that interleaves old and new segments on force merge #48533 (issue: #37043)
- Refresh should not acquire readLock #48414 (issue: #47186)
- Features/ILM+SLM
-
- Refresh cached phase policy definition if possible on new poli… #50820 (issue: #48431)
- Make the UpdateRolloverLifecycleDateStep retryable #50702 (issue: #48183)
- Make InitializePolicyContextStep retryable #50685 (issue: #48183)
- ILM retryable async action steps #50522 (issues: #44135, #48183)
- Make the TransportRolloverAction execute in one cluster state update #50388
- ILM open/close steps are noop if idx is open/close #48614
-
ILM Make the
check-rollover-ready
step retryable #48256 (issue: #44135)
- Features/Ingest
-
- Foreach processor - fork recursive call #50514
- Sync grok patterns with logstash patterns #50381
- Replace required pipeline with final pipeline #49470 (issue: #49247)
- Add templating support to enrich processor #49093
- Introduce on_failure_pipeline ingest metadata inside on_failure block #49076 (issue: #44920)
- Add templating support to pipeline processor. #49030 (issue: #39955)
- Add option to split processor for preserving trailing empty fields #48664 (issue: #48498)
- Change grok watch dog to be Matcher based instead of thread based. #48346 (issues: #43673, #47374)
- update ingest-user-agent regexes.yml #47807
- Features/Java High Level REST Client
- Features/Monitoring
-
- Significantly Lower Monitoring HttpExport Memory Footprint #48854
- Validate proxy base path at parse time #47912 (issue: #47711)
- Validate index name time format setting at parse time #47911 (issue: #47711)
- Validate monitoring header overrides at parse time #47848 (issue: #47711)
- Validate monitoring username at parse time #47821 (issue: #47711)
- Validate monitoring password at parse time #47740 (issue: #47711)
- Features/Stats
- Features/Watcher
- Geo
- Infra/Core
- Infra/Packaging
-
- Respect ES_PATH_CONF on package install #50158
- Restrict support for CMS to pre-JDK 14 #49123 (issue: #46973)
- Remove parsed JVM settings from general settings in Windows service daemon manager #49061 (issue: #48796)
- Package the JDK into jdk.app on macOS #48765
- Add UBI-based Docker images #48710 (issue: #48429)
- Infra/Plugins
- Infra/Scripting
-
- Scripting: ScriptFactory not required by compile #50344 (issue: #49466)
- Scripting: Cache script results if deterministic #50106 (issue: #49466)
- Scripting: Groundwork for caching script results #49895 (issue: #49466)
- Scripting: add available languages & contexts API #49652 (issue: #49463)
- Scripting: fill in get contexts REST API #48319 (issue: #47411)
- Scripting: get context names REST API #48026 (issue: #47411)
- Infra/Settings
- License
- Machine Learning
-
- Add audit warning for 1000 categories found early in job #51146 (issue: #50749)
-
Add
num_top_feature_importance_values
param to regression and classification #50914 - Implement force deleting a data frame analytics job #50553 (issue: #48124)
- Delete unused data frame analytics state #50243
- Make each analysis report desired field mappings to be copied #50219 (issue: #50119)
- Retry bulk indexing of state docs #50149 (issue: #50143)
- Persist/restore state for data frame analytics classification #50040
-
Introduce
randomize_seed
setting for regression and classification #49990 -
Pass
prediction_field_type
to C++ analytics process #49861 (issue: #49796) - Add optional source filtering during data frame reindexing #49690 (issue: #49531)
- Add default categorization analyzer definition to ML info #49545
- Add graceful retry for anomaly detector result indexing failures #49508 (issue: #45711)
- Lower minimum model memory limit value for data frame analytics jobs from 1MB to 1kB #49227 (issue: #49168)
-
Improve
model_memory_limit
user experience for data frame analytics jobs #44699 - Improve performance of boosted tree training for both classification and regression #775
- Reduce the peak memory used by boosted tree training and fix an overcounting bug estimating maximum memory usage #781
- Stratified fractional cross validation for regression #784
-
Added
geo_point
supported output forlat_long
function records #809, #47050 - Use a random bag of the data to compute the loss function derivatives for each new tree which is trained for both regression and classification #811
-
Emit
prediction_probability
field alongside prediction field in ml results #818 - Reduce memory usage of machine learning native processes on Windows #844
- Reduce runtime of classification and regression #863
- Stop early training a classification and regression forest when the validation error is no longer decreasing #875
-
Emit
prediction_field_name
in data frame analytics results using the type provided asprediction_field_type
parameter #877 - Improve performance updating quantile estimates #881
- Migrate to use Bayesian optimisation for initial hyperparameter value line searches and stop early if the expected improvement is too small #903
- Stop cross-validation early if the predicted test loss has a small chance of being smaller than for the best parameter values found so far #915
- Optimize decision threshold for classification to maximize minimum class recall #926
-
Include categorization memory usage in the
model_bytes
field inmodel_size_stats
, so that it is taken into account in node assignment decisions #927 (issue: #724)
- Mapping
-
- Add telemetry for flattened fields. #48972
- Network
-
- Add certutil http command #49827
- Do not load SSLService in plugin contructor #49667 (issue: #44536)
- Netty4: switch to composite cumulator #49478
- Add the simple strategy to cluster settings #49414 (issue: #49067)
- Deprecate misconfigured SSL server config #49280 (issue: #45892)
- Improved diagnostics for TLS trust failures #48911
- Percolator
- Ranking
- Recovery
- Reindex
- SQL
-
- SQL: Handle uberjar scenario where the ES jdbc driver file is bundled in another jar #51856 (issue: #50201)
- SQL: add trace logging for search responses coming from server #50530
- SQL: Add TRUNC alias for TRUNCATE #49571 (issue: #41195)
- SQL: binary communication implementation for drivers and the CLI #48261 (issue: #47785)
- SQL: Verify Full-Text Search functions not allowed in SELECT #51568 (issue: #47446)
- Search
-
- Add Validation for maxQueryTerms to be greater than 0 for MoreLikeThisQuery #49966 (issue: #49927)
- Optimize numeric sort on match_all queries #49717 (issue: #48804)
- Pre-sort shards based on the max/min value of the primary sort field #49092 (issue: #49091)
- Optimize sort on long field #48804
- Search optimisation - add canMatch early aborts for queries on "_index" field #48681 (issue: #48473)
- #48475 Pure disjunctions should rewrite to a MatchNoneQueryBuilder #48557
- Disable caching when queries are profiled #48195 (issue: #33298)
- BlendedTermQuery’s equals method should consider boosts #48193 (issue: #48184)
- Increase the number of vector dims to 2048 #46895
- Security
- Snapshot/Restore
-
- Use Cluster State to Track Repository Generation #49729 (issue: #49060)
- Track Repository Gen. in BlobStoreRepository #48944 (issues: #38941, #47520, #47834, #49048)
- Restore from Individual Shard Snapshot Files in Parallel #48110 (issue: #42791)
- Track Shard-Snapshot Index Generation at Repository Root #46250 (issues: #38941, #45736)
- Store
- Transform
Bug fixes
edit- Aggregations
-
- Use #name() instead of #simpleName() when generating doc values #51920 (issues: #50307, #51847)
- Fix a sneaky bug in rare_terms #51868 (issue: #51020)
- Support time_zone on composite’s date_histogram #51172 (issues: #45199, #45200)
- Fix format problem in composite of unmapped #50869 (issue: #50600)
- SingleBucket aggs need to reduce their bucket’s pipelines first #50103 (issue: #50054)
- Avoid precision loss in DocValueFormat.RAW#parseLong #49063 (issue: #38692)
- Fix ignoring missing values in min/max aggregations #48970 (issue: #48905)
- Allocation
- Analysis
- Audit
- Authentication
-
- Preserve ApiKey credentials for async verification #51244
- Don’t fallback to anonymous for tokens/apikeys #51042 (issue: #50171)
- Populate User metadata with OpenIDConnect collections #50521 (issue: #50250)
- Always return 401 for not valid tokens #49736 (issue: #38866)
- Fix iterate-from-1 bug in smart realm order #49473
- Remove unnecessary details logged for OIDC #48746
- Add owner flag parameter to the rest spec #48500 (issue: #48499)
- Authorization
- CCR
-
- CCR should auto-retry rejected execution exceptions #49213
- CRUD
-
- Block too many concurrent mapping updates #51038 (issue: #50670)
- Ensure meta and document field maps are never null in GetResult #50112 (issue: #48215)
- Replicate write actions before fsyncing them #49746
- Do not mutate request on scripted upsert #49578 (issue: #48670)
- Fix Transport Stopped Exception #48930 (issue: #42612)
- Return consistent source in updates #48707
- Close query cache on index service creation failure #48230 (issue: #48186)
- Cluster Coordination
- Discovery-Plugins
- Distributed
- Engine
-
- Do not wrap soft-deletes reader for segment stats #51331 (issues: #51192, #51303)
- Account soft-deletes in FrozenEngine #51192 (issue: #50775)
- Account trimAboveSeqNo in committed translog generation #50205 (issue: #49970)
- Greedily advance safe commit on new global checkpoint #48559 (issue: #48532)
- Do not ignore exception when trim unreferenced readers #48470
- Features/Features
-
- Fix X-Pack SchedulerEngine Shutdown #48951
- Features/ILM+SLM
-
- Fix SLM check for restore in progress #50868
- Handle failure to retrieve ILM policy step better #49193 (issue: #49128)
- Don’t halt policy execution on policy trigger exception #49128
- Re-read policy phase JSON when using ILM’s move-to-step API #48827
- Don’t schedule SLM jobs when services have been stopped #48658 (issue: #47749)
- Ensure SLM stats does not block an in-place upgrade from 7.4 #48367
- Ensure SLM stats does not block an in-place upgrade from 7.4 #48361
- Add SLM support to xpack usage and info APIs #48096 (issue: #43663)
- Change policy_id to list type in slm.get_lifecycle #47766 (issue: #47765)
- Features/Ingest
-
- Fix ignore_missing in CsvProcessor #51600
- Don’t overwrite target field with SetSecurityUserProcessor #51454 (issue: #51428)
- Fix ingest simulate response document order if processor executes async #50244
- Allow list of IPs in geoip ingest processor #49573 (issue: #46193)
- Do not wrap ingest processor exception with IAE #48816 (issue: #48810)
- Introduce dedicated ingest processor exception #48810 (issue: #48803)
- Features/Java High Level REST Client
- Features/Java Low Level REST Client
- Features/Monitoring
- Geo
-
- Guard against null geoBoundingBox #50506 (issue: #50505)
- Geo: Switch generated GeoJson type names to camel case (#50285) #50400 (issue: #49568)
- Geo: Switch generated WKT to upper case #50285 (issue: #49568)
- Fix typo when assigning null_value in GeoPointFieldMapper #49645
- Fix handling of circles in legacy geo_shape queries #49410 (issue: #49296)
- GEO: intersects search for geo_shape return wrong result #49017
- Geo: improve handling of out of bounds points in linestrings #47939 (issue: #43916)
- Highlighting
-
- Fix invalid break iterator highlighting on keyword field #49566
- Infra/Core
-
- Ignore virtual ethernet devices that disappear #51581 (issue: #49914)
- Guess root cause support unwrap #50525 (issue: #50417)
- Allow parsing timezone without fully provided time #50178 (issue: #49351)
- [Java.time] Retain prefixed date pattern in formatter #48703 (issue: #48698)
- Don’t drop user’s MaxDirectMemorySize flag on jdk8/windows #48657 (issues: #44174, #48365)
- Warn when MaxDirectMemorySize may be incorrect (Windows/JDK8 only issue) #48365 (issue: #47384)
- [Java.time] Calculate week of a year with ISO rules #48209 (issues: #41670, #42588, #43275, #43652)
- Infra/Logging
- Infra/Packaging
- Infra/REST API
- Machine Learning
-
- Fix 2 digit year regex in find_file_structure #51469
-
Validate classification
dependent_variable
cardinality is at least two #51232 - Do not copy mapping from dependent variable to prediction field in regression analysis #51227
- Handle nested and aliased fields correctly when copying mapping #50918 (issue: #50787)
-
Fix off-by-one error in
ml_classic
tokenizer end offset #50655 - Improve uniqueness of result document IDs #50644 (issue: #50613)
- Fix accuracy metric in multi-class confusion matrix #50310 (issue: #48759)
- Fix race condition when stopping a data frame analytics jobs immediately after starting it #50276 (issues: #49680, #50177)
- Apply source query on data frame analytics memory estimation #49517 (issue: #49454)
- Fix r_squared eval when variance is 0 #49439
- Blacklist a number of prediction field names #49371 (issue: #48808)
- Make data frame analytics more robust for very short-lived analyses #49282 (issue: #49095)
- Fixes potential memory corruption when determining seasonality #852
-
Prevent
prediction_field_name
clashing with other fields in machine learning results #861 - Include out-of-order as well as in-order terms in categorization reverse searches #950 (issue: #949)
- Mapping
-
- Ensure that field collapsing works with field aliases. #50722 (issues: #32648, #50121)
-
Improve DateFieldMapper
ignore_malformed
handling #50090 (issues: #46675, #50081) - Annotated text type should extend TextFieldType #49555 (issue: #49289)
- Ensure parameters are updated when merging flattened mappings. #48971 (issue: #48907)
- Network
-
- Fix TransportMasterNodeAction not Retrying NodeClosedException #51325
- Percolator
- Recovery
- Reindex
- SQL
-
- SQL: Fix milliseconds handling in intervals #51675 (issue: #41635)
- SQL: Fix ORDER BY YEAR() function #51562 (issue: #51224)
- SQL: change the way unsupported data types fields are handled #50823
- SQL: Optimisation fixes for conjunction merges #50703 (issue: #49637)
- SQL: Fix issue with CAST and NULL checking. #50371 (issue: #50191)
- SQL: fix NPE for JdbcResultSet.getDate(param, Calendar) calls #50184 (issue: #50174)
- SQL: COUNT DISTINCT returns 0 instead of NULL for no matching docs #50037 (issue: #50013)
- Fix LOCATE function optional parameter handling #49666 (issue: #49557)
- Fix NULL handling for FLOOR and CEIL functions #49644 (issue: #49556)
- Handle NULL arithmetic operations with INTERVALs #49633 (issue: #49297)
- Fix issue with GROUP BY YEAR() #49559 (issue: #49386)
- Fix issue with CASE/IIF pre-calculating results #49553 (issue: #49388)
- Fix issue with folding of CASE/IIF #49449 (issue: #49387)
- Fix issues with WEEK/ISO_WEEK/DATEDIFF #49405 (issues: #48209, #49376)
- SQL: Fix issue with mins & hours for DATEDIFF #49252
- SQL: Failing Group By queries due to different ExpressionIds #43072 (issues: #33361, #34543, #36074, #37044, #40001, #40240, #41159, #42041, #46316)
- Search
-
- Fix upgrade of custom similarity #50851 (issue: #50763)
- Fix NPE bug inner_hits #50709 (issue: #50539)
- Collect results in a local list when notifying partial results #49828 (issue: #49778)
- Fixes a bug in interval filter serialization #49793 (issue: #49519)
- Correctly handle duplicates in unordered interval matching #49775
- Correct rewritting of script_score query #48425 (issue: #48081)
- Do not throw errors on unknown types in SearchAfterBuilder #48147 (issue: #48074)
- Security
- Snapshot/Restore
-
- Fix Overly Aggressive Request DeDuplication #51270 (issue: #51253)
- Guard Repository#getRepositoryData for exception throw #50970
- Fix Index Deletion During Partial Snapshot Create #50234 (issues: #50200, #50202)
- Fix Index Deletion during Snapshot Finalization #50202 (issues: #45689, #50200)
- Fix RepoCleanup not Removed on Master-Failover #49217
- Make FsBlobContainer Listing Resilient to Concurrent Modifications #49142 (issue: #37581)
- Fix SnapshotShardStatus Reporting for Failed Shard #48556 (issue: #48526)
- Cleanup Concurrent RepositoryData Loading #48329 (issue: #48122)
- Transform
-
- Fix mapping deduction for scaled_float #51990 (issue: #51780)
- Fix stats can return old state information if security is enabled #51732 (issue: #51728)
- Fail to start/put on missing pipeline #50701 (issue: #50135)
- Fix possible audit logging disappearance after rolling upgrade #49731 (issue: #49730)
- Do not fail checkpoint creation due to global checkpoint mismatch #48423 (issue: #48379)
Upgrades
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