- Elasticsearch Guide: other versions:
- What is Elasticsearch?
- What’s new in 7.17
- Quick start
- Set up Elasticsearch
- Installing Elasticsearch
- Configuring Elasticsearch
- Important Elasticsearch configuration
- Secure settings
- Auditing settings
- Circuit breaker settings
- Cluster-level shard allocation and routing settings
- Cross-cluster replication settings
- Discovery and cluster formation settings
- Field data cache settings
- Index lifecycle management settings
- Index management settings
- Index recovery settings
- Indexing buffer settings
- License settings
- Local gateway settings
- Logging
- Machine learning settings
- Monitoring settings
- Node
- Networking
- Node query cache settings
- Search settings
- Security settings
- Shard request cache settings
- Snapshot and restore settings
- Transforms settings
- Thread pools
- Watcher settings
- Advanced 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
- Bootstrap Checks for X-Pack
- Starting Elasticsearch
- Stopping Elasticsearch
- Discovery and cluster formation
- Add and remove nodes in your cluster
- Full-cluster restart and rolling restart
- Remote clusters
- Set up X-Pack
- Configuring X-Pack Java Clients
- Plugins
- Upgrade Elasticsearch
- Index modules
- Mapping
- Text analysis
- Overview
- Concepts
- Configure text analysis
- Built-in analyzer reference
- Tokenizer reference
- 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
- Index templates
- Data streams
- Ingest pipelines
- Example: Parse logs
- Enrich your data
- Processor reference
- Append
- Bytes
- Circle
- Community ID
- Convert
- CSV
- Date
- Date index name
- Dissect
- Dot expander
- Drop
- Enrich
- Fail
- Fingerprint
- Foreach
- GeoIP
- Grok
- Gsub
- HTML strip
- Inference
- Join
- JSON
- KV
- Lowercase
- Network direction
- Pipeline
- Registered domain
- Remove
- Rename
- Script
- Set
- Set security user
- Sort
- Split
- Trim
- Uppercase
- URL decode
- URI parts
- User agent
- Aliases
- Search your data
- Query DSL
- Aggregations
- Bucket aggregations
- Adjacency matrix
- Auto-interval date histogram
- Categorize text
- Children
- Composite
- Date histogram
- Date range
- Diversified sampler
- Filter
- Filters
- Geo-distance
- Geohash grid
- Geotile grid
- Global
- Histogram
- IP range
- Missing
- Multi Terms
- Nested
- Parent
- Range
- Rare terms
- Reverse nested
- Sampler
- Significant terms
- Significant text
- Terms
- Variable width histogram
- Subtleties of bucketing range fields
- Metrics aggregations
- Pipeline aggregations
- Average bucket
- Bucket script
- Bucket count K-S test
- Bucket correlation
- Bucket selector
- Bucket sort
- Cumulative cardinality
- Cumulative sum
- Derivative
- Extended stats bucket
- Inference bucket
- Max bucket
- Min bucket
- Moving average
- Moving function
- Moving percentiles
- Normalize
- Percentiles bucket
- Serial differencing
- Stats bucket
- Sum bucket
- Bucket aggregations
- EQL
- SQL
- 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
- Scripting
- Data management
- ILM: Manage the index lifecycle
- Overview
- Concepts
- Automate rollover
- Customize built-in ILM policies
- Index lifecycle actions
- Configure a lifecycle policy
- Migrate index allocation filters to node roles
- Troubleshooting index lifecycle management errors
- Start and stop index lifecycle management
- Manage existing indices
- Skip rollover
- Restore a managed data stream or index
- Autoscaling
- Monitor a cluster
- Roll up or transform your data
- Set up a cluster for high availability
- Snapshot and restore
- Secure the Elastic Stack
- Elasticsearch security principles
- Configuring security
- Updating node security certificates
- User authentication
- Built-in users
- Service accounts
- 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 data streams 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
- Enable audit logging
- Restricting connections with IP filtering
- Securing clients and integrations
- Operator privileges
- 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
- Watcher
- Command line tools
- How to
- REST APIs
- API conventions
- Autoscaling APIs
- Compact and aligned text (CAT) APIs
- cat aliases
- cat allocation
- cat anomaly detectors
- cat count
- cat data frame analytics
- cat datafeeds
- cat fielddata
- cat health
- cat indices
- cat master
- cat nodeattrs
- cat nodes
- cat pending tasks
- cat plugins
- cat recovery
- cat repositories
- cat segments
- cat shards
- cat snapshots
- cat task management
- cat templates
- cat thread pool
- cat trained model
- cat transforms
- Cluster APIs
- Cluster allocation explain
- Cluster get settings
- Cluster health
- Cluster reroute
- Cluster state
- Cluster stats
- Cluster update settings
- Nodes feature usage
- Nodes hot threads
- Nodes info
- Nodes reload secure settings
- Nodes stats
- Pending cluster tasks
- Remote cluster info
- Task management
- Voting configuration exclusions
- Cross-cluster replication APIs
- Data stream APIs
- Document APIs
- Enrich APIs
- EQL APIs
- Features APIs
- Fleet APIs
- Find structure API
- Graph explore API
- Index APIs
- Alias exists
- Aliases
- Analyze
- Analyze index disk usage
- Clear cache
- Clone index
- Close index
- Create index
- Create or update alias
- Create or update component template
- Create or update index template
- Create or update index template (legacy)
- Delete component template
- Delete dangling index
- Delete alias
- Delete index
- Delete index template
- Delete index template (legacy)
- Exists
- Field usage stats
- Flush
- Force merge
- Freeze index
- Get alias
- Get component template
- Get field mapping
- Get index
- Get index settings
- Get index template
- Get index template (legacy)
- Get mapping
- Import dangling index
- Index recovery
- Index segments
- Index shard stores
- Index stats
- Index template exists (legacy)
- List dangling indices
- Open index
- Refresh
- Resolve index
- Rollover
- Shrink index
- Simulate index
- Simulate template
- Split index
- Synced flush
- Type exists
- Unfreeze index
- Update index settings
- Update mapping
- Index lifecycle management APIs
- Create or update lifecycle policy
- Get policy
- Delete policy
- Move to step
- Remove policy
- Retry policy
- Get index lifecycle management status
- Explain lifecycle
- Start index lifecycle management
- Stop index lifecycle management
- Migrate indices, ILM policies, and legacy, composable and component templates to data tiers routing
- Ingest APIs
- Info API
- Licensing APIs
- Logstash APIs
- Machine learning anomaly detection APIs
- Add events to calendar
- Add jobs to calendar
- Close jobs
- Create jobs
- Create calendars
- Create datafeeds
- Create filters
- Delete calendars
- Delete datafeeds
- Delete events from calendar
- Delete filters
- Delete forecasts
- Delete jobs
- Delete jobs from calendar
- Delete model snapshots
- Delete expired data
- Estimate model memory
- 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 model snapshot upgrade statistics
- Get overall buckets
- Get scheduled events
- Get filters
- Get records
- Open jobs
- Post data to jobs
- Preview datafeeds
- Reset jobs
- Revert model snapshots
- Set upgrade mode
- Start datafeeds
- Stop datafeeds
- Update datafeeds
- Update filters
- Update jobs
- Update model snapshots
- Upgrade model snapshots
- Machine learning data frame analytics APIs
- Create data frame analytics jobs
- Delete data frame analytics jobs
- Evaluate data frame analytics
- Explain data frame analytics
- Get data frame analytics jobs
- Get data frame analytics jobs stats
- Preview data frame analytics
- Start data frame analytics jobs
- Stop data frame analytics jobs
- Update data frame analytics jobs
- Machine learning trained model APIs
- Migration APIs
- Node lifecycle APIs
- Reload search analyzers API
- Repositories metering APIs
- Rollup APIs
- Script APIs
- Search APIs
- Searchable snapshots APIs
- Security APIs
- Authenticate
- Change passwords
- Clear cache
- Clear roles cache
- Clear privileges cache
- Clear API key cache
- Clear service account token caches
- Create API keys
- Create or update application privileges
- Create or update role mappings
- Create or update roles
- Create or update users
- Create service account tokens
- Delegate PKI authentication
- Delete application privileges
- Delete role mappings
- Delete roles
- Delete service account token
- Delete users
- Disable users
- Enable users
- Get API key information
- Get application privileges
- Get builtin privileges
- Get role mappings
- Get roles
- Get service accounts
- Get service account credentials
- Get token
- Get user privileges
- Get users
- Grant API keys
- Has privileges
- Invalidate API key
- Invalidate token
- OpenID Connect prepare authentication
- OpenID Connect authenticate
- OpenID Connect logout
- Query API key information
- SAML prepare authentication
- SAML authenticate
- SAML logout
- SAML invalidate
- SAML complete logout
- SAML service provider metadata
- SSL certificate
- Snapshot and restore APIs
- Snapshot lifecycle management APIs
- SQL APIs
- Transform APIs
- Usage API
- Watcher APIs
- Definitions
- Migration guide
- Release notes
- Elasticsearch version 7.17.28
- Elasticsearch version 7.17.27
- Elasticsearch version 7.17.26
- Elasticsearch version 7.17.25
- Elasticsearch version 7.17.24
- Elasticsearch version 7.17.23
- Elasticsearch version 7.17.22
- Elasticsearch version 7.17.21
- Elasticsearch version 7.17.20
- Elasticsearch version 7.17.19
- Elasticsearch version 7.17.18
- Elasticsearch version 7.17.17
- Elasticsearch version 7.17.16
- Elasticsearch version 7.17.15
- Elasticsearch version 7.17.14
- Elasticsearch version 7.17.13
- Elasticsearch version 7.17.12
- Elasticsearch version 7.17.11
- Elasticsearch version 7.17.10
- Elasticsearch version 7.17.9
- Elasticsearch version 7.17.8
- Elasticsearch version 7.17.7
- Elasticsearch version 7.17.6
- Elasticsearch version 7.17.5
- Elasticsearch version 7.17.4
- Elasticsearch version 7.17.3
- Elasticsearch version 7.17.2
- Elasticsearch version 7.17.1
- Elasticsearch version 7.17.0
- Elasticsearch version 7.16.3
- Elasticsearch version 7.16.2
- Elasticsearch version 7.16.1
- Elasticsearch version 7.16.0
- Elasticsearch version 7.15.2
- Elasticsearch version 7.15.1
- Elasticsearch version 7.15.0
- Elasticsearch version 7.14.2
- Elasticsearch version 7.14.1
- Elasticsearch version 7.14.0
- Elasticsearch version 7.13.4
- Elasticsearch version 7.13.3
- Elasticsearch version 7.13.2
- Elasticsearch version 7.13.1
- Elasticsearch version 7.13.0
- Elasticsearch version 7.12.1
- Elasticsearch version 7.12.0
- Elasticsearch version 7.11.2
- Elasticsearch version 7.11.1
- Elasticsearch version 7.11.0
- Elasticsearch version 7.10.2
- Elasticsearch version 7.10.1
- Elasticsearch version 7.10.0
- Elasticsearch version 7.9.3
- Elasticsearch version 7.9.2
- Elasticsearch version 7.9.1
- Elasticsearch version 7.9.0
- Elasticsearch version 7.8.1
- Elasticsearch version 7.8.0
- Elasticsearch version 7.7.1
- Elasticsearch version 7.7.0
- 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
- Dependencies and versions
Common options
editCommon options
editThe following options can be applied to all of the REST APIs.
Pretty Results
editWhen appending ?pretty=true
to any request made, the JSON returned
will be pretty formatted (use it for debugging only!). Another option is
to set ?format=yaml
which will cause the result to be returned in the
(sometimes) more readable yaml format.
Human readable output
editStatistics are returned in a format suitable for humans
(e.g. "exists_time": "1h"
or "size": "1kb"
) and for computers
(e.g. "exists_time_in_millis": 3600000
or "size_in_bytes": 1024
).
The human readable values can be turned off by adding ?human=false
to the query string. This makes sense when the stats results are
being consumed by a monitoring tool, rather than intended for human
consumption. The default for the human
flag is
false
.
Date Math
editMost parameters which accept a formatted date value — such as gt
and lt
in range
queries, or from
and to
in daterange
aggregations — understand date maths.
The expression starts with an anchor date, which can either be now
, or a
date string ending with ||
. This anchor date can optionally be followed by
one or more maths expressions:
-
+1h
: Add one hour -
-1d
: Subtract one day -
/d
: Round down to the nearest day
The supported time units differ from those supported by time units for durations. The supported units are:
|
Years |
|
Months |
|
Weeks |
|
Days |
|
Hours |
|
Hours |
|
Minutes |
|
Seconds |
Assuming now
is 2001-01-01 12:00:00
, some examples are:
|
|
|
|
|
|
|
|
Response Filtering
editAll REST APIs accept a filter_path
parameter that can be used to reduce
the response returned by Elasticsearch. This parameter takes a comma
separated list of filters expressed with the dot notation:
GET /_search?q=kimchy&filter_path=took,hits.hits._id,hits.hits._score
Responds:
{ "took" : 3, "hits" : { "hits" : [ { "_id" : "0", "_score" : 1.6375021 } ] } }
It also supports the *
wildcard character to match any field or part
of a field’s name:
GET /_cluster/state?filter_path=metadata.indices.*.stat*
Responds:
{ "metadata" : { "indices" : { "my-index-000001": {"state": "open"} } } }
And the **
wildcard can be used to include fields without knowing the
exact path of the field. For example, we can return state
of every shard with this request:
GET /_cluster/state?filter_path=routing_table.indices.**.state
Responds:
{ "routing_table": { "indices": { "my-index-000001": { "shards": { "0": [{"state": "STARTED"}, {"state": "UNASSIGNED"}] } } } } }
It is also possible to exclude one or more fields by prefixing the filter with the char -
:
GET /_count?filter_path=-_shards
Responds:
{ "count" : 5 }
And for more control, both inclusive and exclusive filters can be combined in the same expression. In this case, the exclusive filters will be applied first and the result will be filtered again using the inclusive filters:
GET /_cluster/state?filter_path=metadata.indices.*.state,-metadata.indices.logstash-*
Responds:
{ "metadata" : { "indices" : { "my-index-000001" : {"state" : "open"}, "my-index-000002" : {"state" : "open"}, "my-index-000003" : {"state" : "open"} } } }
Note that Elasticsearch sometimes returns directly the raw value of a field,
like the _source
field. If you want to filter _source
fields, you should
consider combining the already existing _source
parameter (see
Get API for more details) with the filter_path
parameter like this:
POST /library/book?refresh {"title": "Book #1", "rating": 200.1} POST /library/book?refresh {"title": "Book #2", "rating": 1.7} POST /library/book?refresh {"title": "Book #3", "rating": 0.1} GET /_search?filter_path=hits.hits._source&_source=title&sort=rating:desc
{ "hits" : { "hits" : [ { "_source":{"title":"Book #1"} }, { "_source":{"title":"Book #2"} }, { "_source":{"title":"Book #3"} } ] } }
Flat Settings
editThe flat_settings
flag affects rendering of the lists of settings. When the
flat_settings
flag is true
, settings are returned in a flat format:
GET my-index-000001/_settings?flat_settings=true
Returns:
{ "my-index-000001" : { "settings": { "index.number_of_replicas": "1", "index.number_of_shards": "1", "index.creation_date": "1474389951325", "index.uuid": "n6gzFZTgS664GUfx0Xrpjw", "index.version.created": ..., "index.routing.allocation.include._tier_preference" : "data_content", "index.provided_name" : "my-index-000001" } } }
When the flat_settings
flag is false
, settings are returned in a more
human readable structured format:
GET my-index-000001/_settings?flat_settings=false
Returns:
{ "my-index-000001" : { "settings" : { "index" : { "number_of_replicas": "1", "number_of_shards": "1", "creation_date": "1474389951325", "uuid": "n6gzFZTgS664GUfx0Xrpjw", "version": { "created": ... }, "routing": { "allocation": { "include": { "_tier_preference": "data_content" } } }, "provided_name" : "my-index-000001" } } } }
By default flat_settings
is set to false
.
Parameters
editRest parameters (when using HTTP, map to HTTP URL parameters) follow the convention of using underscore casing.
Boolean Values
editAll REST API parameters (both request parameters and JSON body) support
providing boolean "false" as the value false
and boolean "true" as the
value true
. All other values will raise an error.
Number Values
editAll REST APIs support providing numbered parameters as string
on top
of supporting the native JSON number types.
Time units
editWhenever durations need to be specified, e.g. for a timeout
parameter, the duration must specify
the unit, like 2d
for 2 days. The supported units are:
|
Days |
|
Hours |
|
Minutes |
|
Seconds |
|
Milliseconds |
|
Microseconds |
|
Nanoseconds |
Byte size units
editWhenever the byte size of data needs to be specified, e.g. when setting a buffer size
parameter, the value must specify the unit, like 10kb
for 10 kilobytes. Note that
these units use powers of 1024, so 1kb
means 1024 bytes. The supported units are:
|
Bytes |
|
Kilobytes |
|
Megabytes |
|
Gigabytes |
|
Terabytes |
|
Petabytes |
Unit-less quantities
editUnit-less quantities means that they don’t have a "unit" like "bytes" or "Hertz" or "meter" or "long tonne".
If one of these quantities is large we’ll print it out like 10m for 10,000,000 or 7k for 7,000. We’ll still print 87 when we mean 87 though. These are the supported multipliers:
|
Kilo |
|
Mega |
|
Giga |
|
Tera |
|
Peta |
Distance Units
editWherever distances need to be specified, such as the distance
parameter in
the Geo-distance), the default unit is meters if none is specified.
Distances can be specified in other units, such as "1km"
or
"2mi"
(2 miles).
The full list of units is listed below:
Mile |
|
Yard |
|
Feet |
|
Inch |
|
Kilometer |
|
Meter |
|
Centimeter |
|
Millimeter |
|
Nautical mile |
|
Fuzziness
editSome queries and APIs support parameters to allow inexact fuzzy matching,
using the fuzziness
parameter.
When querying text
or keyword
fields, fuzziness
is interpreted as a
Levenshtein Edit Distance — the number of one character changes that need to be made to one string to
make it the same as another string.
The fuzziness
parameter can be specified as:
|
The maximum allowed Levenshtein Edit Distance (or number of edits) |
|
Generates an edit distance based on the length of the term.
Low and high distance arguments may be optionally provided
|
Enabling stack traces
editBy default when a request returns an error Elasticsearch doesn’t include the
stack trace of the error. You can enable that behavior by setting the
error_trace
url parameter to true
. For example, by default when you send an
invalid size
parameter to the _search
API:
POST /my-index-000001/_search?size=surprise_me
The response looks like:
{ "error" : { "root_cause" : [ { "type" : "illegal_argument_exception", "reason" : "Failed to parse int parameter [size] with value [surprise_me]" } ], "type" : "illegal_argument_exception", "reason" : "Failed to parse int parameter [size] with value [surprise_me]", "caused_by" : { "type" : "number_format_exception", "reason" : "For input string: \"surprise_me\"" } }, "status" : 400 }
But if you set error_trace=true
:
POST /my-index-000001/_search?size=surprise_me&error_trace=true
The response looks like:
{ "error": { "root_cause": [ { "type": "illegal_argument_exception", "reason": "Failed to parse int parameter [size] with value [surprise_me]", "stack_trace": "Failed to parse int parameter [size] with value [surprise_me]]; nested: IllegalArgumentException..." } ], "type": "illegal_argument_exception", "reason": "Failed to parse int parameter [size] with value [surprise_me]", "stack_trace": "java.lang.IllegalArgumentException: Failed to parse int parameter [size] with value [surprise_me]\n at org.elasticsearch.rest.RestRequest.paramAsInt(RestRequest.java:175)...", "caused_by": { "type": "number_format_exception", "reason": "For input string: \"surprise_me\"", "stack_trace": "java.lang.NumberFormatException: For input string: \"surprise_me\"\n at java.lang.NumberFormatException.forInputString(NumberFormatException.java:65)..." } }, "status": 400 }
Request body in query string
editFor libraries that don’t accept a request body for non-POST requests,
you can pass the request body as the source
query string parameter
instead. When using this method, the source_content_type
parameter
should also be passed with a media type value that indicates the format
of the source, such as application/json
.
Content-type requirements
editThe type of the content sent in a request body must be specified using
the Content-Type
header. The value of this header must map to one of
the supported formats that the API supports. Most APIs support JSON,
YAML, CBOR, and SMILE. The bulk and multi-search APIs support NDJSON,
JSON, and SMILE; other types will result in an error response.
When using the source
query string parameter, the content type must be
specified using the source_content_type
query string parameter.
Elasticsearch only supports UTF-8-encoded JSON. Elasticsearch ignores any other encoding headings sent with a request. Responses are also UTF-8 encoded.
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