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86 Commits

Author SHA1 Message Date
ashwinkumar12345 6ff9541c4b incorporated feedback 2021-10-05 14:43:31 -07:00
ashwinkumar12345 8394c1117d minor changes 2021-10-05 12:41:37 -07:00
ashwinkumar12345 a23cdb91ae updated requests and responses 2021-10-05 02:36:58 -07:00
ashwinkumar12345 074f160197 minor fix 2021-10-04 14:21:36 -07:00
ashwinkumar12345 f3897b621c minor change 2021-10-04 14:18:04 -07:00
ashwinkumar12345 4b23a1a36e incorporated feedback 2021-10-04 14:11:45 -07:00
ashwinkumar12345 1c10355a79 minor fixes 2021-10-04 12:41:37 -07:00
ashwinkumar12345 72c710d5a3 historical detector to historical analysis 2021-10-04 12:38:02 -07:00
ashwinkumar12345 f0f770bfad removed validate API 2021-10-04 12:32:08 -07:00
ashwinkumar12345 f12f4efc02 minor fix 2021-10-04 12:13:31 -07:00
ashwinkumar12345 e6403d89a4 ad changes for 1.1 2021-10-04 12:08:00 -07:00
ashwinkumar12345 9f74fed582 more updates 2021-10-03 10:35:18 -07:00
ashwinkumar12345 1fdf8b9517 ad 1.1 2021-10-01 11:22:47 -07:00
aetter c378da8799 Make name more explicit 2021-09-30 14:01:14 -07:00
aetter 7cb714894f Nitpicks 2021-09-30 13:52:34 -07:00
Andrew Etter 7f9932f008 Merge pull request #158 from opensearch-project/go-opensearch
Getting started content for Go
2021-09-30 13:49:29 -07:00
Andrew Etter fff3b3ec2b Merge pull request #159 from opensearch-project/js-client
Node JS client overview docs
2021-09-30 13:49:19 -07:00
Andrew Etter 1a901d2033 Merge pull request #150 from opensearch-project/python-client
Getting started content for Python and general client compatibility information
2021-09-30 13:49:07 -07:00
aetter ab00a05549 Comment out Java for now 2021-09-30 13:48:32 -07:00
aetter 973d967514 Update impersonation.md 2021-09-29 14:57:46 -07:00
Keith Chan dcb3a0c02d Merge pull request #185 from opensearch-project/document-rest-apis
Added reindex API to REST API reference
2021-09-29 10:31:26 -07:00
aetter 65d2ef4860 Re-add SAML example 2021-09-29 09:29:41 -07:00
aetter d4c20f0402 Re-add LDAP Docker example
Update Docker Compose file
2021-09-28 15:33:48 -07:00
aetter 9a5c8cd6ae Wording change 2021-09-28 13:53:49 -07:00
Andrew Etter 48d1603ed1 Merge pull request #187 from opensearch-project/permissions-improvements
Improve permissions introduction
2021-09-28 13:53:15 -07:00
aetter 01a9fb6d6d Adding async back in, just in case 2021-09-28 11:10:36 -07:00
aetter cbdefc2463 Improve permissions introduction
Also corrects some permissions names that still use `opendistro`, adds missing permissions, adds some short () description to unclear permissions.
2021-09-28 10:54:04 -07:00
Keith Chan a38eb15400 Merge pull request #183 from opensearch-project/security-yml-files
Add descriptions to config yaml files and added some security APIs
2021-09-27 17:08:12 -07:00
keithhc2 dc69f8010b Added a setting to enable patch configuration 2021-09-27 17:07:38 -07:00
Andrew Etter 268f1d9571 Merge pull request #174 from opensearch-project/rollups-delay-fix
Update delay to milliseconds
2021-09-27 14:36:29 -07:00
Andrew Etter f8cac33ebc Merge pull request #186 from opensearch-project/ism_priority
Added info about the priority value
2021-09-27 14:36:15 -07:00
ashwinkumar12345 eda842a36d added info about the priority value 2021-09-27 13:08:27 -07:00
keithhc2 7c425f102d Added reindex API 2021-09-27 12:52:36 -07:00
keithhc2 c85fd21b4f Addressed comments 2021-09-27 10:07:37 -07:00
keithhc2 430b9fed50 Added "security" 2021-09-24 14:53:33 -07:00
keithhc2 e8a863e943 Minor language tweak 2021-09-24 14:23:17 -07:00
keithhc2 b12dab6705 Add descriptions to config yaml files and added some security APIs 2021-09-24 14:13:26 -07:00
aetter d2ba96967b Give CCS Compose file unique node names
Avoid weird conflicts if you use our main Compose file and then try to use this one.
2021-09-24 13:49:48 -07:00
aetter a9144167d8 Note that ISM doesn't run jobs on red clusters 2021-09-23 10:29:51 -07:00
aetter 07b0650128 Add remote cluster information operation 2021-09-22 12:59:25 -07:00
Liz Snyder 293743e15b Missed one 2021-09-22 12:27:39 -07:00
Liz Snyder 2d228a86ca Update client name 2021-09-22 12:26:41 -07:00
Andrew Etter bff43bed13 Merge pull request #181 from piellick/patch-1
change ES_HOME env variable to OPENSEARCH_HOME
2021-09-22 11:47:53 -07:00
piellick 75efdfeae8 change ES_HOME env variable to OPENSEARCH_HOME
env variable looks wrong on "Launch the agent CLI"
2021-09-22 10:57:09 +02:00
aetter 96f94c649e Merge branch 'main' into python-client 2021-09-21 16:40:46 -07:00
aetter 66ca05e714 Update links 2021-09-21 13:56:25 -07:00
aetter 65f333d038 Update python.md 2021-09-21 13:40:38 -07:00
aetter 30378f0076 Sentence case access control page names 2021-09-21 12:34:59 -07:00
aetter 4ffdce6377 Minor improvements
Troubleshooting expired certificates, settings, broken link, etc.
2021-09-21 11:34:44 -07:00
ashwinkumar12345 54a0b8e755 minor change 2021-09-20 13:29:58 -07:00
ashwinkumar12345 6bf8a7d51a minor change 2021-09-20 13:27:13 -07:00
ashwinkumar12345 05ba9198f6 modified description 2021-09-20 13:22:18 -07:00
aetter 21ae64aac9 Move to h2 2021-09-17 14:17:21 -07:00
aetter ba9f432622 Fix table 2021-09-16 14:38:01 -07:00
Keith Chan 35a7b186fc Fixed broken link 2021-09-14 14:03:29 -07:00
Ashwin Kumar 6a36ee4535 Merge pull request #175 from opensearch-project/helm_update
Updated helm project path
2021-09-14 12:31:58 -07:00
ashwinkumar12345 2a0cf500cc updated helm project path 2021-09-14 11:10:11 -07:00
aetter 125585f04e OK fine we can call it a number 2021-09-14 09:10:35 -07:00
aetter ed8230cb02 Update delay to milliseconds, page_size to integer 2021-09-14 09:08:45 -07:00
aetter 50f3fa51d8 Update python.md 2021-09-10 15:01:43 -07:00
Ashwin Kumar 5a1a4cfdef Merge pull request #162 from opensearch-project/count
Added count REST API
2021-09-10 14:25:17 -07:00
ashwinkumar12345 b030194981 incorporated feedback 2021-09-10 14:25:00 -07:00
aetter c507de5b9f Minor wording changes for Beats OSS 2021-09-09 11:22:13 -07:00
aetter 2c713e43ad Update index.md 2021-09-08 10:08:33 -07:00
aetter 243c7315e4 Update generate-certificates.md 2021-09-08 08:34:57 -07:00
Andrew Etter 0fc6a9e057 Merge pull request #165 from opensearch-project/upgrade-tip
Add note about enabling compatibility setting during upgrade
2021-09-07 18:04:15 -07:00
aetter eaba608cfd Update some Dashboards settings paths 2021-09-07 15:28:29 -07:00
aetter 34068f01bd Add note about enabling compatibility setting during upgrade 2021-09-01 16:29:19 -07:00
ashwinkumar12345 baa5622f9d minor changes 2021-08-31 10:29:20 -07:00
ashwinkumar12345 dc48c6ced5 added count API 2021-08-30 12:58:30 -07:00
ashwinkumar12345 7aed3bfbf1 updated code to check error message 2021-08-27 14:00:26 -07:00
ashwinkumar12345 fbc0447bcd added more context 2021-08-27 13:20:59 -07:00
Liz Snyder 18d3891879 Specify how to turn off cert verification 2021-08-26 15:23:06 -07:00
Liz Snyder e210d7d217 Fix nav order to not conflict with Go 2021-08-26 13:36:12 -07:00
Liz Snyder 51d359ec40 Remove index refresh 2021-08-26 13:34:19 -07:00
Liz Snyder 4d39000cd3 Add command to install specific version 2021-08-26 12:51:04 -07:00
Liz Snyder cea3ba7ce9 Getting started docs for javascript 2021-08-26 12:44:58 -07:00
aetter c972869893 Link to pip, because why not 2021-08-26 11:50:46 -07:00
ashwinkumar12345 1c4f81eb53 minor fix 2021-08-26 11:41:09 -07:00
ashwinkumar12345 bfc56f2f7f incorporated feedback 2021-08-26 11:39:32 -07:00
ashwinkumar12345 9a2e6ed028 spacing 2021-08-26 11:33:21 -07:00
aetter ac9acb3c62 Adds some statements around compatibility
Should (hopefully) apply to all clients.
2021-08-26 09:15:50 -07:00
ashwinkumar12345 12ce7e5fea rough draft 2021-08-25 11:05:24 -07:00
aetter 30facfe628 Typo 2021-08-19 14:38:30 -07:00
aetter 9ce5d95786 Clean up spacing 2021-08-19 13:23:14 -07:00
aetter 0bf8624824 Getting started content for Python 2021-08-19 12:56:53 -07:00
43 changed files with 3625 additions and 1806 deletions
+8 -2
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@@ -27,12 +27,18 @@ PUT _cluster/settings
}
```
[Just like any other setting]({{site.url}}{{site.baseurl}}/opensearch/configuration/), the alternative is to add the following line to `opensearch.yml` on each node and then restart the node:
```yml
compatibility.override_main_response_version: true
```
## Downloads
You can download the OpenSearch output plugin for Logstash from [OpenSearch downloads](https://opensearch.org/downloads.html). The Logstash output plugin is compatible with OpenSearch and Elasticsearch OSS (7.10.2 or lower).
These versions of Beats offer the best compatibility with OpenSearch. For more information, see the [compatibility matrices](#compatibility-matrices).
These are the latest versions of Beats OSS with OpenSearch compatibility. For more information, see the [compatibility matrices](#compatibility-matrices).
- [Filebeat OSS 7.12.1](https://www.elastic.co/downloads/past-releases/filebeat-oss-7-12-1)
- [Metricbeat OSS 7.12.1](https://www.elastic.co/downloads/past-releases/metricbeat-oss-7-12-1)
@@ -41,7 +47,7 @@ These versions of Beats offer the best compatibility with OpenSearch. For more i
- [Winlogbeat OSS 7.12.1](https://www.elastic.co/downloads/past-releases/winlogbeat-oss-7-12-1)
- [Auditbeat OSS 7.12.1](https://elastic.co/downloads/past-releases/auditbeat-oss-7-12-1)
Some users report compatibility issues with ingest pipelines on these versions of Beats. If you use ingest pipelines with OpenSearch, consider using the 7.10.2 versions of Beats OSS instead.
Some users report compatibility issues with ingest pipelines on these versions of Beats. If you use ingest pipelines with OpenSearch, consider using the 7.10.2 versions of Beats instead.
{: .note }
+145
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@@ -0,0 +1,145 @@
---
layout: default
title: Go client
nav_order: 80
---
# Go client
The OpenSearch Go client lets you connect your Go application with the data in your OpenSearch cluster.
## Setup
If you're creating a new project:
```go
go mod init
```
To add the client to your project, import it like any other module:
```go
go get github.com/opensearch-project/opensearch-go
```
## Sample code
This sample code creates a client, adds an index with non-default settings, inserts a document, searches for the document, deletes the document, and finally deletes the index:
```go
package main
import (
"os"
"context"
"crypto/tls"
"fmt"
opensearch "github.com/opensearch-project/opensearch-go"
opensearchapi "github.com/opensearch-project/opensearch-go/opensearchapi"
"net/http"
"strings"
)
const IndexName = "go-test-index1"
func main() {
// Initialize the client with SSL/TLS enabled.
client, err := opensearch.NewClient(opensearch.Config{
Transport: &http.Transport{
TLSClientConfig: &tls.Config{InsecureSkipVerify: true},
},
Addresses: []string{"https://localhost:9200"},
Username: "admin", // For testing only. Don't store credentials in code.
Password: "admin",
})
if err != nil {
fmt.Println("cannot initialize", err)
os.Exit(1)
}
// Print OpenSearch version information on console.
fmt.Println(client.Info())
// Define index mapping.
mapping := strings.NewReader(`{
'settings': {
'index': {
'number_of_shards': 4
}
}
}`)
// Create an index with non-default settings.
res := opensearchapi.CreateRequest{
Index: IndexName,
Body: mapping,
}
fmt.Println("creating index", res)
// Add a document to the index.
document := strings.NewReader(`{
"title": "Moneyball",
"director": "Bennett Miller",
"year": "2011"
}`)
docId := "1"
req := opensearchapi.IndexRequest{
Index: IndexName,
DocumentID: docId,
Body: document,
}
insertResponse, err := req.Do(context.Background(), client)
if err != nil {
fmt.Println("failed to insert document ", err)
os.Exit(1)
}
fmt.Println(insertResponse)
// Search for the document.
content := strings.NewReader(`{
"size": 5,
"query": {
"multi_match": {
"query": "miller",
"fields": ["title^2", "director"]
}
}
}`)
search := opensearchapi.SearchRequest{
Body: content,
}
searchResponse, err := search.Do(context.Background(), client)
if err != nil {
fmt.Println("failed to search document ", err)
os.Exit(1)
}
fmt.Println(searchResponse)
// Delete the document.
delete := opensearchapi.DeleteRequest{
Index: IndexName,
DocumentID: docId,
}
deleteResponse, err := delete.Do(context.Background(), client)
if err != nil {
fmt.Println("failed to delete document ", err)
os.Exit(1)
}
fmt.Println("deleting document")
fmt.Println(deleteResponse)
// Delete previously created index.
deleteIndex := opensearchapi.IndicesDeleteRequest{
Index: []string{IndexName},
}
deleteIndexResponse, err := deleteIndex.Do(context.Background(), client)
if err != nil {
fmt.Println("failed to delete index ", err)
os.Exit(1)
}
fmt.Println("deleting index", deleteIndexResponse)
}
```
+15 -1
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@@ -9,6 +9,20 @@ redirect_from:
# OpenSearch client compatibility
OpenSearch provides clients for several popular programming languages, with more coming. In general, clients are compatible with clusters running the same major version of OpenSearch (`major.minor.patch`).
For example, a 1.0.0 client works with an OpenSearch 1.1.0 cluster, but might not support any non-breaking API changes in OpenSearch 1.1.0. A 1.2.0 client works with the same cluster, but might allow you to pass unsupported options in certain functions. We recommend using the same version for both, but if your tests pass after a cluster upgrade, you don't necessarily need to upgrade your clients immediately.
{% comment %}
* [OpenSearch Java client]({{site.url}}{{site.baseurl}}/clients/java/)
{% endcomment %}
* [OpenSearch Python client]({{site.url}}{{site.baseurl}}/clients/python/)
* [OpenSearch JavaScript (Node.js) client]({{site.url}}{{site.baseurl}}/clients/javascript/)
* [OpenSearch Go client]({{site.url}}{{site.baseurl}}/clients/go/)
## Legacy clients
Most clients that work with Elasticsearch OSS 7.10.2 *should* work with OpenSearch, but the latest versions of those clients might include license or version checks that artificially break compatibility. This page includes recommendations around which versions of those clients to use for best compatibility with OpenSearch.
Client | Recommended version
@@ -18,7 +32,7 @@ Client | Recommended version
[Python Elasticsearch client](https://pypi.org/project/elasticsearch/7.13.4/) | 7.13.4
[Elasticsearch Node.js client](https://www.npmjs.com/package/@elastic/elasticsearch/v/7.13.0) | 7.13.0
Clients exist for a wide variety of languages, so if you test a client and verify that it works, please [submit a PR](https://github.com/opensearch-project/documentation-website/pulls) and add it to this table.
If you test a legacy client and verify that it works, please [submit a PR](https://github.com/opensearch-project/documentation-website/pulls) and add it to this table.
{% comment %}
+4 -4
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@@ -1,10 +1,10 @@
---
layout: default
title: Java high-level REST client
nav_order: 97
title: Elasticsearch OSS Java high-level REST client
nav_order: 60
---
# Java high-level REST client
# Elasticsearch OSS Java high-level REST client
The Elasticsearch OSS Java high-level REST client allows you to interact with your OpenSearch clusters and indices through Java methods and data structures rather than HTTP methods and JSON.
@@ -22,7 +22,7 @@ To start using the Elasticsearch OSS Java high-level REST client, ensure that yo
</dependency>
```
You can now start your OpenSearch cluster. The 7.10.2 high-level REST client works with the 1.x versions of OpenSearch.
You can now start your OpenSearch cluster. The 7.10.2 Elasticsearch OSS high-level REST client works with the 1.x versions of OpenSearch.
## Sample code
+141
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@@ -0,0 +1,141 @@
---
layout: default
title: JavaScript client
nav_order: 90
---
# JavaScript client
The OpenSearch JavaScript client provides a safer and easier way to interact with your OpenSearch cluster. Rather than using OpenSearch from the browser and potentially exposing your data to the public, you can build an OpenSearch client that takes care of sending requests to your cluster.
The client contains a library of APIs that let you perform different operations on your cluster and return a standard response body. The example here demonstrates some basic operations like creating an index, adding documents, and searching your data.
## Setup
To add the client to your project, install it from [npm](https://www.npmjs.com):
```bash
npm install @opensearch-project/opensearch
```
To install a specific major version of the client, run the following command:
```bash
npm install @opensearch-project/opensearch@<version>
```
If you prefer to add the client manually or just want to examine the source code, see [opensearch-js](https://github.com/opensearch-project/opensearch-js) on GitHub.
Then require the client:
```javascript
const { Client } = require("@opensearch-project/opensearch");
```
## Sample code
```javascript
"use strict";
var host = "localhost";
var protocol = "https";
var port = 9200;
var auth = "admin:admin"; // For testing only. Don't store credentials in code.
var ca_certs_path = "/full/path/to/root-ca.pem";
// Optional client certificates if you don't want to use HTTP basic authentication.
// var client_cert_path = '/full/path/to/client.pem'
// var client_key_path = '/full/path/to/client-key.pem'
// Create a client with SSL/TLS enabled.
var { Client } = require("@opensearch-project/opensearch");
var fs = require("fs");
var client = new Client({
node: protocol + "://" + auth + "@" + host + ":" + port,
ssl: {
ca: fs.readFileSync(ca_certs_path),
// You can turn off certificate verification (rejectUnauthorized: false) if you're using self-signed certificates with a hostname mismatch.
// cert: fs.readFileSync(client_cert_path),
// key: fs.readFileSync(client_key_path)
},
});
async function search() {
// Create an index with non-default settings.
var index_name = "books";
var settings = {
settings: {
index: {
number_of_shards: 4,
number_of_replicas: 3,
},
},
};
var response = await client.indices.create({
index: index_name,
body: settings,
});
console.log("Creating index:");
console.log(response.body);
// Add a document to the index.
var document = {
title: "The Outsider",
author: "Stephen King",
year: "2018",
genre: "Crime fiction",
};
var id = "1";
var response = await client.index({
id: id,
index: index_name,
body: document,
refresh: true,
});
console.log("Adding document:");
console.log(response.body);
// Search for the document.
var query = {
query: {
match: {
title: {
query: "The Outsider",
},
},
},
};
var response = await client.search({
index: index_name,
body: query,
});
console.log("Search results:");
console.log(response.body.hits);
// Delete the document.
var response = await client.delete({
index: index_name,
id: id,
});
console.log("Deleting document:");
console.log(response.body);
// Delete the index.
var response = await client.indices.delete({
index: index_name,
});
console.log("Deleting index:");
console.log(response.body);
}
search().catch(console.log);
```
+128
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@@ -0,0 +1,128 @@
---
layout: default
title: Python client
nav_order: 70
---
# Python client
The OpenSearch Python client provides a more natural syntax for interacting with your cluster. Rather than sending HTTP requests to a given URL, you can create an OpenSearch client for your cluster and call the client's built-in functions.
{% comment %}
`opensearch-py` is the lower-level of the two Python clients. If you want a general client for assorted operations, it's a great choice. If you want a higher-level client strictly for indexing and search operations, consider [opensearch-dsl-py]({{site.url}}{{site.baseurl}}/clients/python-dsl/).
{% endcomment %}
## Setup
To add the client to your project, install it using [pip](https://pip.pypa.io/):
```bash
pip install opensearch-py
```
Then import it like any other module:
```python
from opensearchpy import OpenSearch
```
If you prefer to add the client manually or just want to examine the source code, see [opensearch-py on GitHub](https://github.com/opensearch-project/opensearch-py).
## Sample code
```python
from opensearchpy import OpenSearch
host = 'localhost'
port = 9200
auth = ('admin', 'admin') # For testing only. Don't store credentials in code.
ca_certs_path = '/full/path/to/root-ca.pem' # Provide a CA bundle if you use intermediate CAs with your root CA.
# Optional client certificates if you don't want to use HTTP basic authentication.
# client_cert_path = '/full/path/to/client.pem'
# client_key_path = '/full/path/to/client-key.pem'
# Create the client with SSL/TLS enabled, but hostname verification disabled.
client = OpenSearch(
hosts = [{'host': host, 'port': port}],
http_compress = True, # enables gzip compression for request bodies
http_auth = auth,
# client_cert = client_cert_path,
# client_key = client_key_path,
use_ssl = True,
verify_certs = True,
ssl_assert_hostname = False,
ssl_show_warn = False,
ca_certs = ca_certs_path
)
# Create an index with non-default settings.
index_name = 'python-test-index'
index_body = {
'settings': {
'index': {
'number_of_shards': 4
}
}
}
response = client.indices.create(index_name, body=index_body)
print('\nCreating index:')
print(response)
# Add a document to the index.
document = {
'title': 'Moneyball',
'director': 'Bennett Miller',
'year': '2011'
}
id = '1'
response = client.index(
index = index_name,
body = document,
id = id,
refresh = True
)
print('\nAdding document:')
print(response)
# Search for the document.
q = 'miller'
query = {
'size': 5,
'query': {
'multi_match': {
'query': q,
'fields': ['title^2', 'director']
}
}
}
response = client.search(
body = query,
index = index_name
)
print('\nSearch results:')
print(response)
# Delete the document.
response = client.delete(
index = index_name,
id = id
)
print('\nDeleting document:')
print(response)
# Delete the index.
response = client.indices.delete(
index = index_name
)
print('\nDeleting index:')
print(response)
```
+30 -30
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@@ -90,36 +90,36 @@ You can specify the following options.
Options | Description | Type | Required
:--- | :--- |:--- |:--- |
`source_index` | The name of the detector. | `string` | Yes
`target_index` | Specify the target index that the rolled up data is ingested into. You could either create a new target index or use an existing index. The target index cannot be a combination of raw and rolled up data. | `string` | Yes
`schedule` | Schedule of the index rollup job which can be an interval or a cron expression. | `object` | Yes
`schedule.interval` | Specify the frequency of execution of the rollup job. | `object` | No
`schedule.interval.start_time` | Start time of the interval. | `timestamp` | Yes
`schedule.interval.period` | Define the interval period. | `string` | Yes
`schedule.interval.unit` | Specify the time unit of the interval. | `string` | Yes
`schedule.interval.cron` | Optionally, specify a cron expression to define therollup frequency. | `list` | No
`schedule.interval.cron.expression` | Specify a Unix cron expression. | `string` | Yes
`schedule.interval.cron.timezone` | Specify timezones as defined by the IANA Time Zone Database. Defaults to UTC. | `string` | No
`description` | Optionally, describe the rollup job. | `string` | No
`enabled` | When true, the index rollup job is scheduled. Default is true. | `boolean` | Yes
`continuous` | Specify whether or not the index rollup job continuously rolls up data forever or just executes over the current data set once and stops. Default is false. | `boolean` | Yes
`error_notification` | Set up a Mustache message template sent for error notifications. For example, if an index rollup job fails, the system sends a message to a Slack channel. | `object` | No
`page_size` | Specify the number of buckets to paginate through at a time while rolling up. | `number` | Yes
`delay` | Specify time value to delay execution of the index rollup job. | `time_unit` | No
`dimensions` | Specify aggregations to create dimensions for the roll up time window. | `object` | Yes
`dimensions.date_histogram` | Specify either fixed_interval or calendar_interval, but not both. Either one limits what you can query in the target index. | `object` | No
`dimensions.date_histogram.fixed_interval` | Specify the fixed interval for aggregations in milliseconds, seconds, minutes, hours, or days. | `string` | No
`dimensions.date_histogram.calendar_interval` | Specify the calendar interval for aggregations in minutes, hours, days, weeks, months, quarters, or years. | `string` | No
`dimensions.date_histogram.field` | Specify the date field used in date histogram aggregation. | `string` | No
`dimensions.date_histogram.timezone` | Specify the timezones as defined by the IANA Time Zone Database. The default is UTC. | `string` | No
`dimensions.terms` | Specify the term aggregations that you want to roll up. | `object` | No
`dimensions.terms.fields` | Specify terms aggregation for compatible fields. | `object` | No
`dimensions.histogram` | Specify the histogram aggregations that you want to roll up. | `object` | No
`dimensions.histogram.field` | Add a field for histogram aggregations. | `string` | Yes
`dimensions.histogram.interval` | Specify the histogram aggregation interval for the field. | `long` | Yes
`dimensions.metrics` | Specify a list of objects that represent the fields and metrics that you want to calculate. | `nested object` | No
`dimensions.metrics.field` | Specify the field that you want to perform metric aggregations on. | `string` | No
`dimensions.metrics.field.metrics` | Specify the metric aggregations you want to calculate for the field. | `multiple strings` | No
`source_index` | The name of the detector. | String | Yes
`target_index` | Specify the target index that the rolled up data is ingested into. You could either create a new target index or use an existing index. The target index cannot be a combination of raw and rolled up data. | String | Yes
`schedule` | Schedule of the index rollup job which can be an interval or a cron expression. | Object | Yes
`schedule.interval` | Specify the frequency of execution of the rollup job. | Object | No
`schedule.interval.start_time` | Start time of the interval. | Timestamp | Yes
`schedule.interval.period` | Define the interval period. | String | Yes
`schedule.interval.unit` | Specify the time unit of the interval. | String | Yes
`schedule.interval.cron` | Optionally, specify a cron expression to define therollup frequency. | List | No
`schedule.interval.cron.expression` | Specify a Unix cron expression. | String | Yes
`schedule.interval.cron.timezone` | Specify timezones as defined by the IANA Time Zone Database. Defaults to UTC. | String | No
`description` | Optionally, describe the rollup job. | String | No
`enabled` | When true, the index rollup job is scheduled. Default is true. | Boolean | Yes
`continuous` | Specify whether or not the index rollup job continuously rolls up data forever or just executes over the current data set once and stops. Default is false. | Boolean | Yes
`error_notification` | Set up a Mustache message template sent for error notifications. For example, if an index rollup job fails, the system sends a message to a Slack channel. | Object | No
`page_size` | Specify the number of buckets to paginate through at a time while rolling up. | Number | Yes
`delay` | The number of milliseconds to delay execution of the index rollup job. | Long | No
`dimensions` | Specify aggregations to create dimensions for the roll up time window. | Object | Yes
`dimensions.date_histogram` | Specify either fixed_interval or calendar_interval, but not both. Either one limits what you can query in the target index. | Object | No
`dimensions.date_histogram.fixed_interval` | Specify the fixed interval for aggregations in milliseconds, seconds, minutes, hours, or days. | String | No
`dimensions.date_histogram.calendar_interval` | Specify the calendar interval for aggregations in minutes, hours, days, weeks, months, quarters, or years. | String | No
`dimensions.date_histogram.field` | Specify the date field used in date histogram aggregation. | String | No
`dimensions.date_histogram.timezone` | Specify the timezones as defined by the IANA Time Zone Database. The default is UTC. | String | No
`dimensions.terms` | Specify the term aggregations that you want to roll up. | Object | No
`dimensions.terms.fields` | Specify terms aggregation for compatible fields. | Object | No
`dimensions.histogram` | Specify the histogram aggregations that you want to roll up. | Object | No
`dimensions.histogram.field` | Add a field for histogram aggregations. | String | Yes
`dimensions.histogram.interval` | Specify the histogram aggregation interval for the field. | Long | Yes
`dimensions.metrics` | Specify a list of objects that represent the fields and metrics that you want to calculate. | Nested object | No
`dimensions.metrics.field` | Specify the field that you want to perform metric aggregations on. | String | No
`dimensions.metrics.field.metrics` | Specify the metric aggregations you want to calculate for the field. | Multiple strings | No
#### Sample response
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@@ -55,6 +55,8 @@ PUT _plugins/_ism/policies/policy_id
}
```
If you have more than one template that matches an index pattern, ISM uses the priority value to determine which template to apply.
For an example ISM template policy, see [Sample policy with ISM template]({{site.url}}{{site.baseurl}}/im-plugin/ism/policies#sample-policy-with-ism-template).
Older versions of the plugin include the `policy_id` in an index template, so when an index is created that matches the index template pattern, the index will have the policy attached to it:
@@ -89,6 +91,7 @@ Make sure that the alias that you enter already exists. For more information abo
After you attach a policy to an index, ISM creates a job that runs every 5 minutes by default to perform policy actions, check conditions, and transition the index into different states. To change the default time interval for this job, see [Settings]({{site.url}}{{site.baseurl}}/im-plugin/ism/settings/).
ISM does not run jobs if the cluster state is red.
### Step 3: Manage indices
+2439 -1459
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@@ -17,24 +17,21 @@ Anomaly detection automatically detects anomalies in your OpenSearch data in ne
You can pair the anomaly detection plugin with the [alerting plugin]({{site.url}}{{site.baseurl}}/monitoring-plugins/alerting/) to notify you as soon as an anomaly is detected.
To use the anomaly detection plugin, your computer needs to have more than one CPU core.
{: .note }
## Get started with Anomaly Detection
To get started, choose **Anomaly Detection** in OpenSearch Dashboards.
To first test with sample streaming data, choose **Sample Detectors** and try out one of the preconfigured detectors.
To first test with sample streaming data, you can try out one of the preconfigured detectors with one of the sample datasets.
### Step 1: Create a detector
### Step 1: Define a detector
A detector is an individual anomaly detection task. You can create multiple detectors, and all the detectors can run simultaneously, with each analyzing data from different sources.
A detector is an individual anomaly detection task. You can define multiple detectors, and all the detectors can run simultaneously, with each analyzing data from different sources.
1. Choose **Create Detector**.
1. Choose **Create detector**.
1. Enter a name and brief description. Make sure the name is unique and descriptive enough to help you to identify the purpose of the detector.
1. For **Data source**, choose the index you want to use as the data source. You can optionally use index patterns to choose multiple indices.
1. (Optional) For **Data filter**, filter the index you chose as the data source. From the **Data filter** menu, choose **Add data filter**, and then design your filter query by selecting **Field**, **Operator**, and **Value**, or choose **Use query DSL** and add your own JSON filter query.
1. Select the **Timestamp field** in your index.
1. (Optional) For **Data filter**, filter the index you chose as the data source. From the **Filter type** menu, choose **Visual filter**, and then design your filter query by selecting **Fields**, **Operator**, and **Value**, or choose **Custom Expression** and add your own JSON filter query.
1. For **Detector operation settings**, define the **Detector interval**, which is the time interval at which the detector collects data.
1. For **Operation settings**, define the **Detector interval**, which is the time interval at which the detector collects data.
- The detector aggregates the data in this interval, then feeds the aggregated result into the anomaly detection model.
The shorter you set this interval, the fewer data points the detector aggregates.
The anomaly detection model uses a shingling process, a technique that uses consecutive data points to create a sample for the model. This process needs a certain number of aggregated data points from contiguous intervals.
@@ -44,42 +41,49 @@ Set the window delay to shift the detector interval to account for this delay.
- For example, say the detector interval is 10 minutes and data is ingested into your cluster with a general delay of 1 minute.
Assume the detector runs at 2:00. The detector attempts to get the last 10 minutes of data from 1:50 to 2:00, but because of the 1-minute delay, it only gets 9 minutes of data and misses the data from 1:59 to 2:00.
Setting the window delay to 1 minute shifts the interval window to 1:49 - 1:59, so the detector accounts for all 10 minutes of the detector interval time.
1. Choose **Create**.
1. Choose **Next**.
After you create the detector, the next step is to add features to it.
After you define the detector, the next step is to configure the model.
### Step 2: Add features to your detector
### Step 2: Configure the model
#### Add features to your detector
A feature is the field in your index that you want to check for anomalies. A detector can discover anomalies across one or more features. You must choose an aggregation method for each feature: `average()`, `count()`, `sum()`, `min()`, or `max()`. The aggregation method determines what constitutes an anomaly.
For example, if you choose `min()`, the detector focuses on finding anomalies based on the minimum values of your feature. If you choose `average()`, the detector finds anomalies based on the average values of your feature.
A multi-feature model correlates anomalies across all its features. The [curse of dimensionality](https://en.wikipedia.org/wiki/Curse_of_dimensionality) makes it less likely for multi-feature models to identify smaller anomalies as compared to a single-feature model. Adding more features might negatively impact the [precision and recall](https://en.wikipedia.org/wiki/Precision_and_recall) of a model. A higher proportion of noise in your data might further amplify this negative impact. Selecting the optimal feature set is usually an iterative process. We recommend experimenting with a historical detector with different feature sets and checking the precision before moving on to real-time detectors. By default, the maximum number of features for a detector is 5. You can adjust this limit with the `plugins.anomaly_detection.max_anomaly_features` setting.
A multi-feature model correlates anomalies across all its features. The [curse of dimensionality](https://en.wikipedia.org/wiki/Curse_of_dimensionality) makes it less likely for multi-feature models to identify smaller anomalies as compared to a single-feature model. Adding more features might negatively impact the [precision and recall](https://en.wikipedia.org/wiki/Precision_and_recall) of a model. A higher proportion of noise in your data might further amplify this negative impact. Selecting the optimal feature set is usually an iterative process. By default, the maximum number of features for a detector is 5. You can adjust this limit with the `plugins.anomaly_detection.max_anomaly_features` setting.
{: .note }
1. On the **Model configuration** page, enter the **Feature name**.
1. For **Find anomalies based on**, choose the method to find anomalies. For **Field Value** menu, choose the **field** and the **aggregation method**. Or choose **Custom expression**, and add your own JSON aggregation query.
1. On the **Configure Model** page, enter the **Feature name** and check **Enable feature**.
1. For **Find anomalies based on**, choose the method to find anomalies. For **Field Value**, choose the **aggregation method**. Or choose **Custom expression**, and add your own JSON aggregation query.
1. Select a field.
#### (Optional) Set a category field for high cardinality
#### (Optional) Set category fields for high cardinality
You can categorize anomalies based on a keyword or IP field type.
The category field categorizes or slices the source time series with a dimension like IP addresses, product IDs, country codes, and so on. This helps to see a granular view of anomalies within each entity of the category field to isolate and debug issues.
To set a category field, choose **Enable a category field** and select a field.
To set a category field, choose **Enable a category field** and select a field. You cant change the category fields after you create the detector.
Only a certain number of unique entities are supported in the category field. Use the following equation to calculate the recommended total number of entities supported in a cluster:
```
(data nodes * heap size * anomaly detection maximum memory percentage) / (entity size of a detector)
(data nodes * heap size * anomaly detection maximum memory percentage) / (entity model size of a detector)
```
To get the entity model size of a detector, use the [profile detector API]({{site.url}}{{site.baseurl}}/monitoring-plugins/ad/api/#profile-detector). You can adjust the maximum memory percentage with the `plugins.anomaly_detection.model_max_size_percent` setting.
This formula provides a good starting point, but make sure to test with a representative workload.
{: .note }
For example, for a cluster with 3 data nodes, each with 8G of JVM heap size, a maximum memory percentage of 10% (default), and the entity size of the detector as 1MB: the total number of unique entities supported is (8.096 * 10^9 * 0.1 / 1M ) * 3 = 2429.
For example, for a cluster with three data nodes, each with 8 GB of JVM heap size, a maximum memory percentage of 10% (default), and the entity model size of the detector as 1MB: the total number of unique entities supported is (8.096 * 10^9 * 0.1 / 1 MB ) * 3 = 2429.
#### Set a shingle size
If the actual total number of unique entities higher than this number that you calculate (in this case: 2429), the anomaly detector makes its best effort to model the extra entities. The detector prioritizes entities that occur more often and are more recent.
#### (Advanced settings) Set a shingle size
Set the number of aggregation intervals from your data stream to consider in a detection window. Its best to choose this value based on your actual data to see which one leads to the best results for your use case.
@@ -92,12 +96,27 @@ For sample previews, the anomaly detection plugin selects a small number of data
Examine the sample preview and use it to fine-tune your feature configurations (for example, enable or disable features) to get more accurate results.
1. Choose **Save and start detector**.
1. Choose between automatically starting the detector (recommended) or manually starting the detector at a later time.
1. Choose **Preview sample anomalies**.
- If you don't see any sample anomaly result, check the detector interval and make sure you have more than 400 data points for some entities during the preview date range.
1. Choose **Next**.
### Step 3: Observe the results
### Step 3: Set up detector jobs
Choose the **Anomaly results** tab. You need to wait for some time to see the anomaly results. If the detector interval is 10 minutes, the detector might take more than an hour to start, as it's waiting for sufficient data to generate anomalies.
To start a real-time detector to find anomalies in your data in near real-time, check **Start real-time detector automatically (recommended)**.
Alternatively, if you want to perform historical analysis and find patterns in long historical data windows (weeks or months), check **Run historical analysis detection** and select a date range (at least 128 detection intervals).
Analyzing historical data helps you get familiar with the anomaly detection plugin. You can also evaluate the performance of a detector with historical data to further fine-tune it.
We recommend experimenting with historical analysis with different feature sets and checking the precision before moving on to real-time detectors.
### Step 4: Review and create
Review your model configuration and select **Create detector**.
### Step 5: Observe the results
Choose the **Real-time results** or **Historical analysis** tab. For real-time results, you need to wait for some time to see the anomaly results. If the detector interval is 10 minutes, the detector might take more than an hour to start, as it's waiting for sufficient data to generate anomalies.
A shorter interval means the model passes the shingle process more quickly and starts to generate the anomaly results sooner.
Use the [profile detector]({{site.url}}{{site.baseurl}}/monitoring-plugins/ad/api#profile-detector) operation to make sure you have sufficient data points.
@@ -106,12 +125,12 @@ If you see the detector pending in "initialization" for longer than a day, aggre
![Anomaly detection results]({{site.url}}{{site.baseurl}}/images/ad.png)
Analize anomalies with the following visualizations:
Analyze anomalies with the following visualizations:
- **Live anomalies** - displays live anomaly results for the last 60 intervals. For example, if the interval is 10, it shows results for the last 600 minutes. The chart refreshes every 30 seconds.
- **Anomaly history** - plots the anomaly grade with the corresponding measure of confidence.
- **Feature breakdown** - plots the features based on the aggregation method. You can vary the date-time range of the detector.
- **Anomaly history** (for historical analysis) / **Anomaly overview** (for real-time results) - plots the anomaly grade with the corresponding measure of confidence.
- **Anomaly occurrence** - shows the `Start time`, `End time`, `Data confidence`, and `Anomaly grade` for each detected anomaly.
- **Feature breakdown** - plots the features based on the aggregation method. You can vary the date-time range of the detector.
`Anomaly grade` is a number between 0 and 1 that indicates how anomalous a data point is. An anomaly grade of 0 represents “not an anomaly,” and a non-zero value represents the relative severity of the anomaly.
@@ -119,12 +138,13 @@ Analize anomalies with the following visualizations:
If you set the category field, you see an additional **Heat map** chart. The heat map correlates results for anomalous entities. This chart is empty until you select an anomalous entity. You also see the anomaly and feature line chart for the time period of the anomaly (`anomaly_grade` > 0).
Choose a filled rectangle to see a more detailed view of the anomaly.
Choose and drag over the anomaly line chart to zoom in and see a more detailed view of an anomaly.
{: .note }
### Step 4: Set up alerts
Choose **Set up alerts** and configure a monitor to notify you when anomalies are detected. For steps to create a monitor and set up notifications based on your anomaly detector, see [Monitors]({{site.url}}{{site.baseurl}}/monitoring-plugins/alerting/monitors/).
Under **Real-time results**, choose **Set up alerts** and configure a monitor to notify you when anomalies are detected. For steps to create a monitor and set up notifications based on your anomaly detector, see [Monitors]({{site.url}}{{site.baseurl}}/monitoring-plugins/alerting/monitors/).
If you stop or delete a detector, make sure to delete any monitors associated with it.
@@ -133,33 +153,12 @@ If you stop or delete a detector, make sure to delete any monitors associated wi
To see all the configuration settings for a detector, choose the **Detector configuration** tab.
1. To make any changes to the detector configuration, or fine tune the time interval to minimize any false positives, go to the **Detector configuration** section and choose **Edit**.
- You need to stop the detector to change its configuration. Confirm that you want to stop the detector and proceed.
- You need to stop real-time and historical analysis to change its configuration. Confirm that you want to stop the detector and proceed.
1. To enable or disable features, in the **Features** section, choose **Edit** and adjust the feature settings as needed. After you make your changes, choose **Save and start detector**.
- Choose between automatically starting the detector (recommended) or manually starting the detector at a later time.
### Step 6: Analyze historical data
### Step 8: Manage your detectors
Analyzing historical data helps you get familiar with the anomaly detection plugin. You can also evaluate the performance of a detector with historical data to further fine-tune it.
To start, stop, or delete a detector, go to the **Detectors** page.
To use a historical detector, you need to specify a date range that has data present in at least 1,000 detection intervals.
{: .note }
1. Choose **Historical detectors** and **Create historical detector**.
1. Enter the **Name** of the detector and a brief **Description**.
1. For **Data source**, choose the index to use as the data source. You can optionally use index patterns to choose multiple indices.
1. For **Time range**, select a time range for historical analysis.
1. For **Detector settings**, choose to use the settings of an existing detector. Or choose the **Timestamp field** in your index, add individual features to the detector, and set the detector interval.
1. (Optional) Choose to run the historical detector automatically after creating it.
1. Choose **Create**.
- You can stop the historical detector even before it completes.
### Step 7: Manage your detectors
To change or delete a detector, go to the **Detector details** page.
1. To make changes to your detector, choose the detector name.
1. Choose **Actions** and **Edit detector**.
- You need to stop the detector to change its configuration. Confirm that you want to stop the detector and proceed.
1. Make your changes and choose **Save changes**.
To delete your detector, choose **Actions** and **Delete detector**. In the pop-up box, type `delete` to confirm and choose **Delete**.
1. Choose the detector name.
2. Choose **Actions** and select **Start real-time detectors**, **Stop real-time detectors**, or **Delete detectors**.
+16 -11
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@@ -28,15 +28,20 @@ Setting | Default | Description
`plugins.anomaly_detection.max_anomaly_detectors` | 1,000 | The maximum number of non-high cardinality detectors (no category field) users can create.
`plugins.anomaly_detection.max_multi_entity_anomaly_detectors` | 10 | The maximum number of high cardinality detectors (with category field) in a cluster.
`plugins.anomaly_detection.max_anomaly_features` | 5 | The maximum number of features for a detector.
`plugins.anomaly_detection.ad_result_history_rollover_period` | 12h | How often the rollover condition is checked. If `true`, the plugin rolls over the result index to a new index.
`plugins.anomaly_detection.ad_result_history_max_docs` | 250000000 | The maximum number of documents in one result index. The plugin only counts refreshed documents in the primary shards.
`plugins.anomaly_detection.ad_result_history_retention_period` | 30d | The maximum age of the result index. If its age exceeds the threshold, the plugin deletes the rolled over result index. If the cluster has only one result index, the plugin keeps the index even if it's older than its configured retention period.
`plugins.anomaly_detection.max_entities_per_query` | 1,000 | The maximum unique values per detection interval for high cardinality detectors. By default, if the category field has more than 1,000 unique values in a detector interval, the plugin selects the top 1,000 values and orders them by `doc_count`.
`plugins.anomaly_detection.max_entities_for_preview` | 30 | The maximum unique category field values displayed with the preview operation for high cardinality detectors. If the category field has more than 30 unique values, the plugin selects the top 30 values and orders them by `doc_count`.
`plugins.anomaly_detection.ad_result_history_rollover_period` | 12h | How often the rollover condition is checked. If `true`, the anomaly detection plugin rolls over the result index to a new index.
`plugins.anomaly_detection.ad_result_history_max_docs_per_shard` | 1,350,000,000 | The maximum number of documents in a single shard of the result index. The anomaly detection plugin only counts the refreshed documents in the primary shards.
`plugins.anomaly_detection.max_entities_per_query` | 1,000,000 | The maximum unique values per detection interval for high cardinality detectors. By default, if the category field(s) have more than the configured unique values in a detector interval, the anomaly detection plugin orders them by the natural ordering of categorical values (for example, entity `ab` comes before `bc`) and then selects the top values.
`plugins.anomaly_detection.max_entities_for_preview` | 5 | The maximum unique category field values displayed with the preview operation for high cardinality detectors. By default, if the category field(s) have more than the configured unique values in a detector interval, the anomaly detection plugin orders them by the natural ordering of categorical values (for example, entity `ab` comes before `bc`) and then selects the top values.
`plugins.anomaly_detection.max_primary_shards` | 10 | The maximum number of primary shards an anomaly detection index can have.
`plugins.anomaly_detection.filter_by_backend_roles` | False | When you enable the security plugin and set this to `true`, the plugin filters results based on the user's backend role(s).
`plugins.anomaly_detection.max_cache_miss_handling_per_second` | 100 | High cardinality detectors use a cache to store active models. In the event of a cache miss, the cache gets the models from the model checkpoint index. Use this setting to limit the rate of fetching models. Because the thread pool for a GET operation has a queue of 1,000, we recommend setting this value below 1,000.
`plugins.anomaly_detection.max_batch_task_per_node` | 2 | Starting a historical detector triggers a batch task. This setting is the number of batch tasks that you can run per data node. You can tune this setting from 1 to 1000. If the data nodes can't support all batch tasks and you're not sure if the data nodes are capable of running more historical detectors, add more data nodes instead of changing this setting to a higher value.
`plugins.anomaly_detection.max_old_ad_task_docs_per_detector` | 10 | You can run the same historical detector many times. For each run, the anomaly detection plugin creates a new task. This setting is the number of previous tasks the plugin keeps. Set this value to at least 1 to track its last run. You can keep a maximum of 1,000 old tasks to avoid overwhelming the cluster.
`plugins.anomaly_detection.batch_task_piece_size` | 1000 | The date range for a historical task is split into smaller pieces and the anomaly detection plugin runs the task piece by piece. Each piece contains 1,000 detection intervals by default. For example, if detector interval is 1 minute and one piece is 1000 minutes, the feature data is queried every 1,000 minutes. You can change this setting from 1 to 10,000.
`plugins.anomaly_detection.batch_task_piece_interval_seconds` | 5 | Add a time interval between historical detector tasks. This interval prevents the task from consuming too much of the available resources and starving other operations like search and bulk index. You can change this setting from 1 to 600 seconds.
`plugins.anomaly_detection.filter_by_backend_roles` | False | When you enable the security plugin and set this to `true`, the anomaly detection plugin filters results based on the user's backend role(s).
`plugins.anomaly_detection.max_batch_task_per_node` | 10 | Starting a historical analysis triggers a batch task. This setting is the number of batch tasks that you can run per data node. You can tune this setting from 1 to 1,000. If the data nodes cant support all batch tasks and youre not sure if the data nodes are capable of running more historical analysis, add more data nodes instead of changing this setting to a higher value. Increasing this value might bring more load on each data node.
`plugins.anomaly_detection.max_old_ad_task_docs_per_detector` | 1 | You can run historical analysis for the same detector many times. For each run, the anomaly detection plugin creates a new task. This setting is the number of previous tasks the plugin keeps. Set this value to at least 1 to track its last run. You can keep a maximum of 1,000 old tasks to avoid overwhelming the cluster.
`plugins.anomaly_detection.batch_task_piece_size` | 1,000 | The date range for a historical task is split into smaller pieces and the anomaly detection plugin runs the task piece by piece. Each piece contains 1,000 detection intervals by default. For example, if detector interval is 1 minute and one piece is 1,000 minutes, the feature data is queried every 1,000 minutes. You can change this setting from 1 to 10,000.
`plugins.anomaly_detection.batch_task_piece_interval_seconds` | 5 | Add a time interval between two pieces of the same historical analysis task. This interval prevents the task from consuming too much of the available resources and starving other operations like search and bulk index. You can change this setting from 1 to 600 seconds.
`plugins.anomaly_detection.max_top_entities_for_historical_analysis` | 1,000 | The maximum number of top entities that you run for a high cardinality detector historical analysis. The range is from 1 to 10,000.
`plugins.anomaly_detection.max_running_entities_per_detector_for_historical_analysis` | 10 | The number of entity tasks that you can run in parallel for a single high cardinality detector. The task slots available on your cluster also impact how many entities run in parallel. If a cluster has 3 data nodes, each data node has 10 task slots by default. Say you already have two high cardinality detectors and each of them run 10 entities. If you start a single-entity detector that takes 1 task slot, the number of task slots available is 10 * 3 - 10 * 2 - 1 = 9. If you now start a new high cardinality detector, the detector can only run 9 entities in parallel and not 10. You can tune this value from 1 to 1,000 based on your cluster's capability. If you set a higher value, the anomaly detection plugin runs historical analysis faster but also consumes more resources.
`plugins.anomaly_detection.max_cached_deleted_tasks` | 1,000 | You can rerun historical analysis for a single detector as many times as you like. The anomaly detection plugin only keeps a limited number of old tasks, by default 1 old task. If you run historical analysis three times for a detector, the oldest task is deleted. Because historical analysis generates a number of anomaly results in a short span of time, it's necessary to clean up anomaly results for a deleted task. With this field, you can configure how many deleted tasks you can cache at most. The plugin cleans up a task's results when it's deleted. If the plugin fails to do this cleanup, it adds the task's results into a cache and an hourly cron job performs the cleanup. You can use this setting to limit how many old tasks are put into cache to avoid a DDoS attack. After an hour, if still you find an old task result in the cache, use the [delete detector results API]({{site.url}}{{site.baseurl}}/monitoring-plugins/ad/api/#delete-detector-results) to delete the task result manually. You can tune this setting from 1 to 10,000.
`plugins.anomaly_detection.delete_anomaly_result_when_delete_detector` | False | Whether the anomaly detection plugin deletes the anomaly result when you delete a detector. If you want to save some disk space, especially if you've high cardinality detectors generating a lot of results, set this field to true. Alternatively, you can use the [delete detector results API]({{site.url}}{{site.baseurl}}/monitoring-plugins/ad/api/#delete-detector-results) to manually delete the results.
`plugins.anomaly_detection.dedicated_cache_size` | 10 | If the real-time analysis of a high cardinality detector starts successfully, the anomaly detection plugin guarantees keeping 10 (dynamically adjustable via this setting) entities' models in memory per node. If the number of entities exceeds this limit, the plugin puts the extra entities' models in a memory space shared by all detectors. The actual number of entities varies based on the memory that you've available and the frequencies of the entities. If you'd like the plugin to guarantee keeping more entities' models in memory and if you're cluster has sufficient memory, you can increase this setting value.
`plugins.anomaly_detection.max_concurrent_preview` | 2 | The maximum number of concurrent previews. You can use this setting to limit resource usage.
`plugins.anomaly_detection.model_max_size_percent` | 0.1 | The upper bound of the memory percentage for a model.
+1 -1
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@@ -1,6 +1,6 @@
---
layout: default
title: Create Dashboards
title: Create PerfTop Dashboards
parent: Performance Analyzer
nav_order: 2
---
+2 -2
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@@ -48,11 +48,11 @@ Otherwise, just specify the OpenSearch endpoint:
./opensearch-perf-top-macos --dashboard dashboards/<dashboard>.json --endpoint my-cluster.my-domain.com
```
PerfTop has four pre-built dashboards in the `dashboards` directory, but you can also [create your own]({{site.url}}{{site.baseurl}}/dashboards/).
PerfTop has four pre-built dashboards in the `dashboards` directory, but you can also [create your own]({{site.url}}{{site.baseurl}}/monitoring-plugins/pa/dashboards/).
You can also load the pre-built dashboards (ClusterOverview, ClusterNetworkMemoryAnalysis, ClusterThreadAnalysis, or NodeAnalysis) without the JSON files, such as `--dashboard ClusterThreadAnalysis`.
PerfTop has no interactivity. Start the application, monitor the dashboard, and press esc, q, or Ctrl + C to quit.
PerfTop has no interactivity. Start the application, monitor the dashboard, and press Esc, Q, or Ctrl + C to quit.
{: .note }
+8
View File
@@ -65,4 +65,12 @@ PUT _cluster/settings
You can find `opensearch.yml` in `/usr/share/opensearch/config/opensearch.yml` (Docker) or `/etc/opensearch/opensearch.yml` (most Linux distributions) on each node.
You don't mark settings in `opensearch.yml` as persistent or transient, and settings use the flat form:
```yml
cluster.name: my-application
action.auto_create_index: true
compatibility.override_main_response_version: true
```
The demo configuration includes a number of settings for the security plugin that you should modify before using OpenSearch for a production workload. To learn more, see [Security]({{site.url}}{{site.baseurl}}/security-plugin/).
+3 -3
View File
@@ -31,16 +31,16 @@ The default Helm chart deploys a three-node cluster. We recommend that you have
## Install OpenSearch using Helm
1. Clone the [opensearch-devops](https://github.com/opensearch-project/opensearch-devops/) repository:
1. Clone the [helm-charts](https://github.com/opensearch-project/helm-charts) repository:
```bash
git clone https://github.com/opensearch-project/opensearch-devops.git
git clone https://github.com/opensearch-project/helm-charts
```
1. Change to the `opensearch` directory:
```bash
cd Helm/opensearch
cd charts/opensearch
```
1. Package the Helm chart:
+1 -1
View File
@@ -111,7 +111,7 @@ In a tarball installation, Performance Analyzer collects data when it is enabled
1. Launch the agent CLI:
```bash
ES_HOME="$PWD" ./bin/performance-analyzer-agent-cli
OPENSEARCH_HOME="$PWD" ./bin/performance-analyzer-agent-cli
```
1. In a separate window, enable the Performance Analyzer plugin:
+3
View File
@@ -5,8 +5,11 @@ nav_order: 27
has_children: true
redirect_from:
- /opensearch/query-dsl/
- /docs/opensearch/query-dsl/
---
{%- comment -%}The `/docs/opensearch/query-dsl/` redirect is specifically to support the UI links in OpenSearch Dashboards 1.0.0.{%- endcomment -%}
# Query DSL
While you can use HTTP request parameters to perform simple searches, you can also use the OpenSearch query domain-specific language (DSL), which provides a wider range of search options. The query DSL uses the HTTP request body, so you can more easily customize your queries to get the exact results that you want.
-23
View File
@@ -156,28 +156,6 @@ POST _reindex
}
```
## Reindex sorted documents
You can copy certain documents after sorting specific fields in the document.
This command copies the last 10 documents based on the `timestamp` field:
```json
POST _reindex
{
"size":10,
"source":{
"index":"source",
"sort":{
"timestamp":"desc"
}
},
"dest":{
"index":"destination"
}
}
```
## Transform documents during reindexing
You can transform your data during the reindexing process using the `script` option.
@@ -272,7 +250,6 @@ Option | Valid values | Description | Required
`query` | Object | The search query to use for the reindex operation. | No
`size` | Integer | The number of documents to reindex. | No
`slice` | String | Specify manual or automatic slicing to parallelize reindexing. | No
`sort` | List | Sort specific fields in the document before reindexing. | No
## Destination index options
+103
View File
@@ -0,0 +1,103 @@
---
layout: default
title: Count
parent: REST API reference
nav_order: 150
---
# Count
Introduced 1.0
{: .label .label-purple }
The count API gives you quick access to the number of documents that match a query.
You can also use it to check the document count of an index, data stream, or cluster.
## Example
To see the number of documents that match a query:
```json
GET opensearch_dashboards_sample_data_logs/_count
{
"query": {
"term": {
"response": "200"
}
}
}
```
The following call to the search API produces equivalent results:
```json
GET opensearch_dashboards_sample_data_logs/_search
{
"query": {
"term": {
"response": "200"
}
},
"size": 0,
"track_total_hits": true
}
```
To see the number of documents in an index:
```json
GET opensearch_dashboards_sample_data_logs/_count
```
To check for the number of documents in a [data stream]({{site.url}}{{site.baseurl}}/opensearch/data-streams/), replace the index name with the data stream name.
To see the number of documents in your cluster:
```json
GET _count
```
Alternatively, you could use the [cat indices]({{site.url}}{{site.baseurl}}/opensearch/rest-api/cat/cat-indices/) and [cat count]({{site.url}}{{site.baseurl}}/opensearch/rest-api/cat/cat-count/) APIs to see the number of documents per index or data stream.
{: .note }
## Path and HTTP methods
```
GET <target>/_count/<id>
POST <target>/_count/<id>
```
## URL parameters
All count parameters are optional.
Parameter | Type | Description
:--- | :--- | :---
`allow_no_indices` | Boolean | If false, the request returns an error if any wildcard expression or index alias targets any closed or missing indices. Default is false.
`analyzer` | String | The analyzer to use in the query string.
`analyze_wildcard` | Boolean | Specifies whether to analyze wildcard and prefix queries. Default is false.
`default_operator` | String | Indicates whether the default operator for a string query should be AND or OR. Default is OR.
`df` | String | The default field in case a field prefix is not provided in the query string.
`expand_wildcards` | String | Specifies the type of index that wildcard expressions can match. Supports comma-separated values. Valid values are `all` (match any index), `open` (match open, non-hidden indices), `closed` (match closed, non-hidden indices), `hidden` (match hidden indices), and `none` (deny wildcard expressions). Default is `open`.
`ignore_unavailable` | Boolean | Specifies whether to include missing or closed indices in the response. Default is false.
`lenient` | Boolean | Specifies whether OpenSearch should accept requests if queries have format errors (for example, querying a text field for an integer). Default is false.
`min_score` | Float | Include only documents with a minimum `_score` value in the result.
`routing` | String | Value used to route the operation to a specific shard.
`preference` | String | Specifies which shard or node OpenSearch should perform the count operation on.
`terminate_after` | Integer | The maximum number of documents OpenSearch should process before terminating the request.
## Response
```json
{
"count" : 14074,
"_shards" : {
"total" : 1,
"successful" : 1,
"skipped" : 0,
"failed" : 0
}
}
```
+4 -4
View File
@@ -96,10 +96,10 @@ index.auto_expand_replicas | Whether the cluster should automatically add replic
index.search.idle.after | Amount of time a shard should wait for a search or get request until it goes idle. Default is `30s`.
index.refresh_interval | How often the index should refresh, which publishes its most recent changes and makes them available for searching. Can be set to `-1` to disable refreshing. Default is `1s`.
index.max_result_window | The maximum value of `from` + `size` for searches to the index. `from` is the starting index to search from, and `size` is the amount of results to return. Default: 10000.
index.max_inner_result_window | aximum value of `from` + `size` to return nested search hits and most relevant document aggregated during the query. `from` is the starting index to search from, and `size` is the amount of top hits to return. Default is 100.
index.max_inner_result_window | Maximum value of `from` + `size` to return nested search hits and most relevant document aggregated during the query. `from` is the starting index to search from, and `size` is the amount of top hits to return. Default is 100.
index.max_rescore_window | The maximum value of `window_size` for rescore requests to the index. Rescore requests reorder the index's documents and return a new score, which can be more precise. Default is the same as index.max_inner_result_window or 10000 by default.
index.max_docvalue_fields_search | Maximum amount of `docvalue_fields` allowed in a query. Default is 100.
index.max_script_fields | Maximum amount of`script_fields` allowed in a query. Default is 32.
index.max_script_fields | Maximum amount of `script_fields` allowed in a query. Default is 32.
index.max_ngram_diff | Maximum difference between `min_gram` and `max_gram` values for `NGramTokenizer` and `NGramTokenFilter` fields. Default is 1.
index.max_shingle_diff | Maximum difference between `max_shingle_size` and `min_shingle_size` to feed into the `shingle` token filter. Default is 3.
index.max_refresh_listeners | Maximum amount of refresh listeners each shard is allowed to have.
@@ -109,12 +109,12 @@ index.max_terms_count | The maximum amount of terms a terms query can accept. De
index.max_regex_length | The maximum character length of regex that can be in a regexp query. Default is 1000.
index.query.default_field | A field or list of fields that OpenSearch uses in queries in case a field isn't specified in the parameters.
index.routing.allocation.enable | Specifies options for the indexs shard allocation. Available options are all (allow allocation for all shards), primaries (allow allocation only for primary shards), new_primaries (allow allocation only for new primary shards), and none (do not allow allocation). Default is all.
index.routing.rebalance.enable - Shard rebalancing for the index. Available options are `all` (allow rebalancing for all shards), `primaries` (allow rebalancing only for primary shards), `replicas` (allow rebalancing only for replicas), and `none` (do not allow rebalancing). Default is `all`.
index.routing.rebalance.enable | Enables shard rebalancing for the index. Available options are `all` (allow shard rebalancing for all shards), `primaries`, (allow shard rebalancing only for primary shards), `replicas` (allow shard rebalancing only for replicas), and `none` (do not allow shard rebalancing). Default is `all`.
index.routing.rebalance.enable | Enables shard rebalancing for the index. Available options are `all` (allow rebalancing for all shards), `primaries` (allow rebalancing only for primary shards), `replicas` (allow rebalancing only for replicas), and `none` (do not allow rebalancing). Default is `all`.
index.gc_deletes | Amount of time to retain a deleted document's version number. Default is `60s`.
index.default_pipeline | The default ingest node pipeline for the index. If the default pipeline is set and the pipeline does not exist, then index requests fail. The pipeline name `_none` specifies that the index does not have an ingest pipeline.
index.final_pipeline | The final ingest node pipeline for the index. If the final pipeline is set and the pipeline does not exist, then index requests fail. The pipeline name `_none` specifies that the index does not have an ingest pipeline.
### Mappings
Mappings define how a documents and its fields are stored and indexed. If you're just starting to build out your cluster and data, you may not know exactly how your data should be stored. In those cases, you can use dynamic mappings, which tell OpenSearch to dynamically add data and their fields. However, if you know exactly what types your data fall under and want to enforce that standard, then you can use explicit mappings.
@@ -0,0 +1,121 @@
---
layout: default
title: Reindex
parent: Document APIs
grand_parent: REST API reference
nav_order: 60
---
# Index document
Introduced 1.0
{: .label .label-purple}
The reindex API operation lets you copy all or a subset of your data from a source index into a destination index.
## Example
```json
POST /_reindex
{
"source":{
"index":"my-source-index"
},
"dest":{
"index":"my-destination-index"
}
}
```
## Path and HTTP methods
```
POST /_reindex
```
## URL parameters
All URL parameters are optional.
Parameter | Type | Description
:--- | :--- | :---
refresh | Boolean | If true, OpenSearch refreshes shards to make the reindex operation available to search results. Valid options are `true`, `false`, and `wait_for`, which tells OpenSearch to wait for a refresh before executing the operation. Default is `false`.
timeout | Time | How long to wait for a response from the cluster. Default is `30s`.
wait_for_active_shards | String | The number of active shards that must be available before OpenSearch processes the reindex request. Default is 1 (only the primary shard). Set to `all` or a positive integer. Values greater than 1 require replicas. For example, if you specify a value of 3, the index must have two replicas distributed across two additional nodes for the operation to succeed.
wait_for_completion | Boolean | Waits for the matching tasks to complete. Default is `false`.
requests_per_second | Integer | Specifies the requests throttling in sub-requests per second. Default is -1, which means no throttling.
require_alias | Boolean | Whether the destination index must be an index alias. Default is false.
scroll | Time | How long to keep the search context open. Default is `5m`.
slices | Integer | Number of sub-tasks OpenSearch should divide this task into. Default is 1, which means OpenSearch should not divide this task. Setting this parameter to `auto` indicates to OpenSearch that it should automatically decide how many slices to split the task into.
max_docs | Integer | How many documents the update by query operation should process at most. Default is all documents.
## Request body
Your request body must contain the names of the source index and destination index. All other fields are optional.
Field | Description
:--- | :---
conflicts | Indicates to OpenSearch what should happen if the delete by query operation runs into a version conflict. Valid options are `abort` and `proceed`. Default is abort.
source | Information about the source index to include. Valid fields are `index`, `max_docs`, `query`, `remote`, `size`, `slice`, and `_source`.
index | The name of the source index to copy data from.
max_docs | The maximum number of documents to reindex.
query | The search query to use for the reindex operation.
remote | Information about a remote OpenSearch cluster to copy data from. Valid fields are `host`, `username`, `password`, `socket_timeout`, and `connect_timeout`.
host | Host URL of the OpenSearch cluster to copy data from.
username | Username to authenticate with the remote cluster.
password | Password to authenticate with the remote cluster.
socket_timeout | The wait time for socket reads. Default is 30s.
connect_timeout | The wait time for remote connection timeouts. Default is 30s.
size | The number of documents to reindex.
slice | Whether to manually or automatically slice the reindex operation so it executes in parallel.
_source | Whether to reindex source fields. Speicfy a list of fields to reindex or true to reindex all fields. Default is true.
id | The ID to associate with manual slicing.
max | Maximum number of slices.
dest | Information about the destination index. Valid values are `index`, `version_type`, and `op_type`.
index | Name of the destination index.
version_type | The indexing operation's version type. Valid values are `internal`, `external`, `external_gt` (retrieve the document if the specified version number is greater than the documents current version), and `external_gte` (retrieve the document if the specified version number is greater or equal to than the documents current version).
op_type | Whether to copy over documents that are missing in the destination index. Valid values are `create` (ignore documents with the same ID from the source index) and `index` (copy everything from the source index).
script | A script that OpenSearch uses to apply transformations to the data during the reindex operation.
source | The actual script that OpenSearch runs.
lang | The scripting language. Valid options are `painless`, `expression`, `mustache`, and `java`.
## Response
```json
{
"took": 28829,
"timed_out": false,
"total": 111396,
"updated": 0,
"created": 111396,
"deleted": 0,
"batches": 112,
"version_conflicts": 0,
"noops": 0,
"retries": {
"bulk": 0,
"search": 0
},
"throttled_millis": 0,
"requests_per_second": -1.0,
"throttled_until_millis": 0,
"failures": []
}
```
## Response body fields
Field | Description
:--- | :---
took | How long the operation took in milliseconds.
timed_out | Whether the operation timed out.
total | The total number of documents processed.
updated | The number of documents updated in the destination index.
created | The number of documents created in the destination index.
deleted | The number of documents deleted.
batches | Number of scroll responses.
version_conflicts | Number of version conflicts.
noops | How many documents OpenSearch ignored during the operation.
retries | Number of bulk and search retry requests.
throttled_millis | Number of throttled milliseconds during the request.
requests_per_second | Number of requests executed per second during the operation.
throttled_until_millis | The amount of time until OpenSearch executes the next throttled request.
failures | Any failures that occurred during the operation.
@@ -80,7 +80,7 @@ wait_for_active_shards | String | The number of shards that must be active befor
## Request body
To update your indices and documents by query, you must include a [query]({{site.baseurl}}{{site.url}}/opensearch/query-dsl/index) and a script in the request body that OpenSearch can run to update your documents. If you don't specify a query, then every document in the index gets updated.
To update your indices and documents by query, you must include a [query]({{site.url}}{{site.baseurl}}/opensearch/query-dsl/index) and a script in the request body that OpenSearch can run to update your documents. If you don't specify a query, then every document in the index gets updated.
```json
{
+40
View File
@@ -0,0 +1,40 @@
---
layout: default
title: Remote cluster information
parent: REST API reference
nav_order: 25
---
# Remote cluster information
Introduced 1.0
{: .label .label-purple }
This operation provides connection information for any remote OpenSearch clusters that you've configured for the local cluster, such as the remote cluster alias, connection mode (`sniff` or `proxy`), IP addresses for seed nodes, and timeout settings.
The response is more comprehensive and useful than a call to `_cluster/settings`, which only includes the cluster alias and seed nodes.
## Path and HTTP methods
```
GET _remote/info
```
## Response
```json
{
"opensearch-cluster2": {
"connected": true,
"mode": "sniff",
"seeds": [
"172.28.0.2:9300"
],
"num_nodes_connected": 1,
"max_connections_per_cluster": 3,
"initial_connect_timeout": "30s",
"skip_unavailable": false
}
}
```
+127 -84
View File
@@ -1,7 +1,7 @@
---
layout: default
title: API
parent: Access Control
parent: Access control
nav_order: 90
---
@@ -1159,6 +1159,12 @@ Introduced 1.0
Updates the existing configuration using the REST API. This operation can easily break your existing configuration, so we recommend using `securityadmin.sh` instead, which is far safer. See [Access control for the API](#access-control-for-the-api) for how to enable this operation.
Before you can execute the operation, you must first add the following line to `opensearch.yml`:
```yml
plugins.security.unsupported.restapi.allow_securityconfig_modification: true
```
#### Request
```json
@@ -1179,6 +1185,106 @@ PATCH _plugins/_security/api/securityconfig
}
```
---
## Distinguished names
These REST APIs let a super admin add, retrieve, update, or delete any distinguished names from an allow list to enable communication between clusters and/or nodes.
Before you can use the REST API to configure the allow list, you must first add the following line to `opensearch.yml`:
```yml
plugins.security.nodes_dn_dynamic_config_enabled: true
```
### Get distinguished names
Retrieves all distinguished names in the allow list.
#### Request
```
GET _plugins/_security/api/nodesdn
```
#### Sample response
```json
{
"cluster1": {
"nodes_dn": [
"CN=cluster1.example.com"
]
}
}
```
To get the distinguished names from a specific cluster's or node's allow list, include the cluster's name in the request path.
#### Request
```
GET _plugins/_security/api/nodesdn/<cluster-name>
```
#### Sample response
```json
{
"cluster3": {
"nodes_dn": [
"CN=cluster3.example.com"
]
}
}
```
### Update distinguished names
Adds or updates the specified distinguished names in the cluster's or node's allow list.
#### Request
```json
PUT _plugins/_security/api/nodesdn/<cluster-name>
{
"nodes_dn": [
"CN=cluster3.example.com"
]
}
```
#### Sample response
```json
{
"status": "CREATED",
"message": "'cluster3' created."
}
```
### Delete distinguished names
Deletes all distinguished names in the specified cluster's or node's allow list.
#### Request
```
DELETE _plugins/_security/api/nodesdn/<cluster-name>
```
#### Sample response
```json
{
"status": "OK",
"message": "'cluster3' deleted."
}
```
---
@@ -1188,101 +1294,38 @@ PATCH _plugins/_security/api/securityconfig
Introduced 1.0
{: .label .label-purple }
Retrieves the current security plugin configuration in JSON format.
Retrieves the cluster's security certificates.
#### Request
```
GET _plugins/_security/api/securityconfig
```
### Update configuration
Introduced 1.0
{: .label .label-purple }
Creates or updates the existing configuration using the REST API rather than `securityadmin.sh`. This operation can easily break your existing configuration, so we recommend using `securityadmin.sh` instead. See [Access control for the API](#access-control-for-the-api) for how to enable this operation.
#### Request
```json
PUT _plugins/_security/api/securityconfig/config
{
"dynamic": {
"filtered_alias_mode": "warn",
"disable_rest_auth": false,
"disable_intertransport_auth": false,
"respect_request_indices_options": false,
"opensearch-dashboards": {
"multitenancy_enabled": true,
"server_username": "kibanaserver",
"index": ".opensearch-dashboards"
},
"http": {
"anonymous_auth_enabled": false
},
"authc": {
"basic_internal_auth_domain": {
"http_enabled": true,
"transport_enabled": true,
"order": 0,
"http_authenticator": {
"challenge": true,
"type": "basic",
"config": {}
},
"authentication_backend": {
"type": "intern",
"config": {}
},
"description": "Authenticate via HTTP Basic against internal users database"
}
},
"auth_failure_listeners": {},
"do_not_fail_on_forbidden": false,
"multi_rolespan_enabled": true,
"hosts_resolver_mode": "ip-only",
"do_not_fail_on_forbidden_empty": false
}
}
GET _opendistro/_security/api/ssl/certs
```
#### Sample response
```json
{
"status": "OK",
"message": "'config' updated."
"http_certificates_list": [
{
"issuer_dn": "CN=Example Com Inc. Root CA,OU=Example Com Inc. Root CA,O=Example Com Inc.,DC=example,DC=com",
"subject_dn": "CN=node-0.example.com,OU=node,O=node,L=test,DC=de",
"san": "[[8, 1.2.3.4.5.5], [2, node-0.example.com]",
"not_before": "2018-04-22T03:43:47Z",
"not_after": "2028-04-19T03:43:47Z"
}
],
"transport_certificates_list": [
{
"issuer_dn": "CN=Example Com Inc. Root CA,OU=Example Com Inc. Root CA,O=Example Com Inc.,DC=example,DC=com",
"subject_dn": "CN=node-0.example.com,OU=node,O=node,L=test,DC=de",
"san": "[[8, 1.2.3.4.5.5], [2, node-0.example.com]",
"not_before": "2018-04-22T03:43:47Z",
"not_after": "2028-04-19T03:43:47Z"
}
]
}
```
### Patch configuration
Introduced 1.0
{: .label .label-purple }
Updates the existing configuration using the REST API rather than `securityadmin.sh`. This operation can easily break your existing configuration, so we recommend using `securityadmin.sh` instead. See [Access control for the API](#access-control-for-the-api) for how to enable this operation.
#### Request
```json
PATCH _plugins/_security/api/securityconfig
[
{
"op": "replace", "path": "/config/dynamic/authc/basic_internal_auth_domain/transport_enabled", "value": "true"
}
]
```
#### Sample response
```json
{
"status": "OK",
"message": "Resource updated."
}
```
---
## Cache
@@ -1,7 +1,7 @@
---
layout: default
title: Cross-Cluster Search
parent: Access Control
title: Cross-cluster search
parent: Access control
nav_order: 40
---
@@ -65,11 +65,11 @@ Save this file as `docker-compose.yml` and run `docker-compose up` to start two
```yml
version: '3'
services:
opensearch-node1:
opensearch-ccs-node1:
image: opensearchproject/opensearch:{{site.opensearch_version}}
container_name: opensearch-node1
container_name: opensearch-ccs-node1
environment:
- cluster.name=opensearch-cluster1
- cluster.name=opensearch-ccs-cluster1
- discovery.type=single-node
- bootstrap.memory_lock=true # along with the memlock settings below, disables swapping
- "OPENSEARCH_JAVA_OPTS=-Xms512m -Xmx512m" # minimum and maximum Java heap size, recommend setting both to 50% of system RAM
@@ -85,11 +85,11 @@ services:
networks:
- opensearch-net
opensearch-node2:
opensearch-ccs-node2:
image: opensearchproject/opensearch:{{site.opensearch_version}}
container_name: opensearch-node2
container_name: opensearch-ccs-node2
environment:
- cluster.name=opensearch-cluster2
- cluster.name=opensearch-ccs-cluster2
- discovery.type=single-node
- bootstrap.memory_lock=true # along with the memlock settings below, disables swapping
- "OPENSEARCH_JAVA_OPTS=-Xms512m -Xmx512m" # minimum and maximum Java heap size, recommend setting both to 50% of system RAM
@@ -118,26 +118,26 @@ After the clusters start, verify the names of each:
```json
curl -XGET -u 'admin:admin' -k 'https://localhost:9200'
{
"cluster_name" : "opensearch-cluster1",
"cluster_name" : "opensearch-ccs-cluster1",
...
}
curl -XGET -u 'admin:admin' -k 'https://localhost:9250'
{
"cluster_name" : "opensearch-cluster2",
"cluster_name" : "opensearch-ccs-cluster2",
...
}
```
Both clusters run on `localhost`, so the important identifier is the port number. In this case, use port 9200 (`opensearch-node1`) as the remote cluster, and port 9250 (`opensearch-node2`) as the coordinating cluster.
Both clusters run on `localhost`, so the important identifier is the port number. In this case, use port 9200 (`opensearch-ccs-node1`) as the remote cluster, and port 9250 (`opensearch-ccs-node2`) as the coordinating cluster.
To get the IP address for the remote cluster, first identify its container ID:
```bash
docker ps
CONTAINER ID IMAGE PORTS NAMES
6fe89ebc5a8e opensearchproject/opensearch:{{site.opensearch_version}} 0.0.0.0:9200->9200/tcp, 0.0.0.0:9600->9600/tcp, 9300/tcp opensearch-node1
2da08b6c54d8 opensearchproject/opensearch:{{site.opensearch_version}} 9300/tcp, 0.0.0.0:9250->9200/tcp, 0.0.0.0:9700->9600/tcp opensearch-node2
6fe89ebc5a8e opensearchproject/opensearch:{{site.opensearch_version}} 0.0.0.0:9200->9200/tcp, 0.0.0.0:9600->9600/tcp, 9300/tcp opensearch-ccs-node1
2da08b6c54d8 opensearchproject/opensearch:{{site.opensearch_version}} 9300/tcp, 0.0.0.0:9250->9200/tcp, 0.0.0.0:9700->9600/tcp opensearch-ccs-node2
```
Then get that container's IP address:
@@ -154,7 +154,7 @@ curl -k -XPUT -H 'Content-Type: application/json' -u 'admin:admin' 'https://loca
{
"persistent": {
"search.remote": {
"opensearch-cluster1": {
"opensearch-ccs-cluster1": {
"seeds": ["172.31.0.3:9300"]
}
}
@@ -171,11 +171,11 @@ curl -XPUT -k -H 'Content-Type: application/json' -u 'admin:admin' 'https://loca
At this point, cross-cluster search works. You can test it using the `admin` user:
```bash
curl -XGET -k -u 'admin:admin' 'https://localhost:9250/opensearch-cluster1:books/_search?pretty'
curl -XGET -k -u 'admin:admin' 'https://localhost:9250/opensearch-ccs-cluster1:books/_search?pretty'
{
...
"hits": [{
"_index": "opensearch-cluster1:books",
"_index": "opensearch-ccs-cluster1:books",
"_type": "_doc",
"_id": "1",
"_score": 1.0,
@@ -196,7 +196,7 @@ curl -XPUT -k -u 'admin:admin' 'https://localhost:9250/_plugins/_security/api/in
Then run the same search as before with `booksuser`:
```json
curl -XGET -k -u booksuser:password 'https://localhost:9250/opensearch-cluster1:books/_search?pretty'
curl -XGET -k -u booksuser:password 'https://localhost:9250/opensearch-ccs-cluster1:books/_search?pretty'
{
"error" : {
"root_cause" : [
@@ -225,11 +225,11 @@ Both clusters must have the user, but only the remote cluster needs the role and
Finally, repeat the search:
```bash
curl -XGET -k -u booksuser:password 'https://localhost:9250/opensearch-cluster1:books/_search?pretty'
curl -XGET -k -u booksuser:password 'https://localhost:9250/opensearch-ccs-cluster1:books/_search?pretty'
{
...
"hits": [{
"_index": "opensearch-cluster1:books",
"_index": "opensearch-ccs-cluster1:books",
"_type": "_doc",
"_id": "1",
"_score": 1.0,
@@ -1,7 +1,7 @@
---
layout: default
title: Default Action Groups
parent: Access Control
title: Default action groups
parent: Access control
nav_order: 51
---
@@ -1,7 +1,7 @@
---
layout: default
title: Document-Level Security
parent: Access Control
title: Document-level security
parent: Access control
nav_order: 10
---
@@ -1,7 +1,7 @@
---
layout: default
title: Field-Level Security
parent: Access Control
title: Field-level security
parent: Access control
nav_order: 11
---
@@ -1,7 +1,7 @@
---
layout: default
title: Field Masking
parent: Access Control
title: Field masking
parent: Access control
nav_order: 12
---
@@ -1,7 +1,7 @@
---
layout: default
title: User Impersonation
parent: Access Control
title: User impersonation
parent: Access control
nav_order: 20
---
@@ -41,8 +41,8 @@ plugins.security.authcz.impersonation_dn:
## Impersonating Users
To impersonate another user, submit a request to the system with the HTTP header `opensearch_security_impersonate_as` set to the name of the user to be impersonated. A good test is to make a GET request to the `_plugins/_security/authinfo` URI:
To impersonate another user, submit a request to the system with the HTTP header `opendistro_security_impersonate_as` set to the name of the user to be impersonated. A good test is to make a GET request to the `_plugins/_security/authinfo` URI:
```bash
curl -XGET -u 'admin:admin' -k -H "opensearch_security_impersonate_as: user_1" https://localhost:9200/_plugins/_security/authinfo?pretty
curl -XGET -u 'admin:admin' -k -H "opendistro_security_impersonate_as: user_1" https://localhost:9200/_plugins/_security/authinfo?pretty
```
+1 -1
View File
@@ -1,6 +1,6 @@
---
layout: default
title: Access Control
title: Access control
nav_order: 10
has_children: true
has_toc: false
@@ -1,7 +1,7 @@
---
layout: default
title: OpenSearch Dashboards Multi-Tenancy
parent: Access Control
title: OpenSearch Dashboards multi-tenancy
parent: Access control
nav_order: 30
---
@@ -47,21 +47,21 @@ Setting | Description
opensearch.username: kibanaserver
opensearch.password: kibanaserver
opensearch.requestHeadersWhitelist: ["securitytenant","Authorization"]
plugins.security.multitenancy.enabled: true
plugins.security.multitenancy.tenants.enable_global: true
plugins.security.multitenancy.tenants.enable_private: true
plugins.security.multitenancy.tenants.preferred: ["Private", "Global"]
plugins.security.multitenancy.enable_filter: false
opensearch_security.multitenancy.enabled: true
opensearch_security.multitenancy.tenants.enable_global: true
opensearch_security.multitenancy.tenants.enable_private: true
opensearch_security.multitenancy.tenants.preferred: ["Private", "Global"]
opensearch_security.multitenancy.enable_filter: false
```
Setting | Description
:--- | :---
`opensearch.requestHeadersWhitelist` | OpenSearch Dashboards requires that you whitelist all HTTP headers that it passes to OpenSearch. Multi-tenancy uses a specific header, `securitytenant`, that must be present with the standard `Authorization` header. If the `securitytenant` header is not whitelisted, OpenSearch Dashboards starts with a red status.
`plugins.security.multitenancy.enabled` | Enables or disables multi-tenancy in OpenSearch Dashboards. Default is true.
`plugins.security.multitenancy.tenants.enable_global` | Enables or disables the global tenant. Default is true.
`plugins.security.multitenancy.tenants.enable_private` | Enables or disables the private tenant. Default is true.
`plugins.security.multitenancy.tenants.preferred` | Lets you change ordering in the **Tenants** tab of OpenSearch Dashboards. By default, the list starts with global and private (if enabled) and then proceeds alphabetically. You can add tenants here to move them to the top of the list.
`plugins.security.multitenancy.enable_filter` | If you have many tenants, you can add a search bar to the top of the list. Default is false.
`opensearch_security.multitenancy.enabled` | Enables or disables multi-tenancy in OpenSearch Dashboards. Default is true.
`opensearch_security.multitenancy.tenants.enable_global` | Enables or disables the global tenant. Default is true.
`opensearch_security.multitenancy.tenants.enable_private` | Enables or disables the private tenant. Default is true.
`opensearch_security.multitenancy.tenants.preferred` | Lets you change ordering in the **Tenants** tab of OpenSearch Dashboards. By default, the list starts with global and private (if enabled) and then proceeds alphabetically. You can add tenants here to move them to the top of the list.
`opensearch_security.multitenancy.enable_filter` | If you have many tenants, you can add a search bar to the top of the list. Default is false.
## Add tenants
+134 -51
View File
@@ -1,64 +1,135 @@
---
layout: default
title: Permissions
parent: Access Control
parent: Access control
nav_order: 50
---
# Permissions
This page is a complete list of available permissions in the security plugin. Each permission controls access to a data type or API.
Each permission in the security plugin controls access to some action that the OpenSearch cluster can perform, such as indexing a document or checking cluster health.
Rather than creating new action groups from individual permissions, you can often achieve your desired security posture using some combination of the default action groups. To learn more, see [Default Action Groups]({{site.url}}{{site.baseurl}}/security-plugin/access-control/default-action-groups/).
Most permissions are self-describing. For example, `cluster:admin/ingest/pipeline/get` lets you retrieve information about ingest pipelines. _In many cases_, a permission correlates to a specific REST API operation, such as `GET _ingest/pipeline`.
Despite this correlation, permissions do **not** directly map to REST API operations. Operations such as `POST _bulk` and `GET _msearch` can access many indices and perform many actions in a single request. Even a simple request, such as `GET _cat/nodes`, performs several actions in order to generate its response.
In short, controlling access to the REST API is insufficient. Instead, the security plugin controls access to the underlying OpenSearch actions.
For example, consider the following `_bulk` request:
```json
POST _bulk
{ "delete": { "_index": "test-index", "_id": "tt2229499" } }
{ "index": { "_index": "test-index", "_id": "tt1979320" } }
{ "title": "Rush", "year": 2013 }
{ "create": { "_index": "test-index", "_id": "tt1392214" } }
{ "title": "Prisoners", "year": 2013 }
{ "update": { "_index": "test-index", "_id": "tt0816711" } }
{ "doc" : { "title": "World War Z" } }
```
For this request to succeed, you must have the following permissions for `test-index`:
- indices:data/write/bulk*
- indices:data/write/delete
- indices:data/write/index
- indices:data/write/update
These permissions also allow you add, update, or delete documents (e.g. `PUT test-index/_doc/tt0816711`), because they govern the underlying OpenSearch actions of indexing and deleting documents rather than a specific API path and HTTP method.
## Test permissions
If you want a user to have the absolute minimum set of permissions necessary to perform some function---the [principle of least privilege](https://en.wikipedia.org/wiki/Principle_of_least_privilege)----the best way is to send representative requests to your cluster as a new test user. In the case of a permissions error, the security plugin is very explicit about which permissions are missing. Consider this request and response:
```json
GET _cat/shards?v
{
"error": {
"root_cause": [{
"type": "security_exception",
"reason": "no permissions for [indices:monitor/stats] and User [name=test-user, backend_roles=[], requestedTenant=null]"
}]
},
"status": 403
}
```
[Create a user and a role]({{site.url}}{{site.baseurl}}/security-plugin/access-control/users-roles/), map the role to the user, and start sending signed requests using curl, Postman, or any other client. Then gradually add permissions to the role as you encounter errors. Even after you resolve one permissions error, the same request might generate new errors; the plugin only returns the first error it encounters, so keep trying until the request succeeds.
Rather than individual permissions, you can often achieve your desired security posture using a combination of the default action groups. See [Default action groups]({{site.url}}{{site.baseurl}}/security-plugin/access-control/default-action-groups/) for descriptions of the permissions that each group grants.
{: .tip }
## Cluster
## Cluster permissions
These permissions are for the cluster and can't be applied granularly. For example, you either have permissions to take snapshots (`cluster:admin/snapshot/create`) or you don't. You can't have permissions to take snapshots only for certain indices.
- cluster:admin/ingest/pipeline/delete
- cluster:admin/ingest/pipeline/get
- cluster:admin/ingest/pipeline/put
- cluster:admin/ingest/pipeline/simulate
- cluster:admin/ingest/processor/grok/get
- cluster:admin/opensearch/ad/detector/delete
- cluster:admin/opensearch/ad/detector/jobmanagement
- cluster:admin/opensearch/ad/detector/run
- cluster:admin/opensearch/ad/detector/search
- cluster:admin/opensearch/ad/detector/stats
- cluster:admin/opensearch/ad/detector/write
- cluster:admin/opensearch/ad/detectors/get
- cluster:admin/opensearch/ad/result/search
- cluster:admin/opensearch/alerting/alerts/ack
- cluster:admin/opensearch/alerting/alerts/get
- cluster:admin/opensearch/alerting/destination/delete
- cluster:admin/opensearch/alerting/destination/email_account/delete
- cluster:admin/opensearch/alerting/destination/email_account/get
- cluster:admin/opensearch/alerting/destination/email_account/search
- cluster:admin/opensearch/alerting/destination/email_account/write
- cluster:admin/opensearch/alerting/destination/email_group/delete
- cluster:admin/opensearch/alerting/destination/email_group/get
- cluster:admin/opensearch/alerting/destination/email_group/search
- cluster:admin/opensearch/alerting/destination/email_group/write
- cluster:admin/opensearch/alerting/destination/get
- cluster:admin/opensearch/alerting/destination/write
- cluster:admin/opensearch/alerting/monitor/delete
- cluster:admin/opensearch/alerting/monitor/execute
- cluster:admin/opensearch/alerting/monitor/get
- cluster:admin/opensearch/alerting/monitor/search
- cluster:admin/opensearch/alerting/monitor/write
- cluster:admin/opensearch/asynchronous_search/stats
- cluster:admin/opensearch/asynchronous_search/delete
- cluster:admin/opensearch/asynchronous_search/get
- cluster:admin/opensearch/asynchronous_search/submit
- cluster:admin/opensearch/reports/definition/create
- cluster:admin/opensearch/reports/definition/delete
- cluster:admin/opensearch/reports/definition/get
- cluster:admin/opensearch/reports/definition/list
- cluster:admin/opensearch/reports/definition/on_demand
- cluster:admin/opensearch/reports/definition/update
- cluster:admin/opensearch/reports/instance/get
- cluster:admin/opensearch/reports/instance/list
- cluster:admin/opensearch/reports/menu/download
- cluster:admin/opendistro/ad/detector/delete
- cluster:admin/opendistro/ad/detector/info
- cluster:admin/opendistro/ad/detector/jobmanagement
- cluster:admin/opendistro/ad/detector/preview
- cluster:admin/opendistro/ad/detector/run
- cluster:admin/opendistro/ad/detector/search
- cluster:admin/opendistro/ad/detector/stats
- cluster:admin/opendistro/ad/detector/write
- cluster:admin/opendistro/ad/detectors/get
- cluster:admin/opendistro/ad/result/search
- cluster:admin/opendistro/ad/tasks/search
- cluster:admin/opendistro/alerting/alerts/ack (acknowledge)
- cluster:admin/opendistro/alerting/alerts/get
- cluster:admin/opendistro/alerting/destination/delete
- cluster:admin/opendistro/alerting/destination/email_account/delete
- cluster:admin/opendistro/alerting/destination/email_account/get
- cluster:admin/opendistro/alerting/destination/email_account/search
- cluster:admin/opendistro/alerting/destination/email_account/write
- cluster:admin/opendistro/alerting/destination/email_group/delete
- cluster:admin/opendistro/alerting/destination/email_group/get
- cluster:admin/opendistro/alerting/destination/email_group/search
- cluster:admin/opendistro/alerting/destination/email_group/write
- cluster:admin/opendistro/alerting/destination/get
- cluster:admin/opendistro/alerting/destination/write
- cluster:admin/opendistro/alerting/monitor/delete
- cluster:admin/opendistro/alerting/monitor/execute
- cluster:admin/opendistro/alerting/monitor/get
- cluster:admin/opendistro/alerting/monitor/search
- cluster:admin/opendistro/alerting/monitor/write
- cluster:admin/opendistro/asynchronous_search/stats
- cluster:admin/opendistro/asynchronous_search/delete
- cluster:admin/opendistro/asynchronous_search/get
- cluster:admin/opendistro/asynchronous_search/submit
- cluster:admin/opendistro/ism/managedindex/add
- cluster:admin/opendistro/ism/managedindex/change
- cluster:admin/opendistro/ism/managedindex/remove
- cluster:admin/opendistro/ism/managedindex/explain
- cluster:admin/opendistro/ism/managedindex/retry
- cluster:admin/opendistro/ism/policy/write
- cluster:admin/opendistro/ism/policy/get
- cluster:admin/opendistro/ism/policy/search
- cluster:admin/opendistro/ism/policy/delete
- cluster:admin/opendistro/rollup/index
- cluster:admin/opendistro/rollup/get
- cluster:admin/opendistro/rollup/search
- cluster:admin/opendistro/rollup/delete
- cluster:admin/opendistro/rollup/start
- cluster:admin/opendistro/rollup/stop
- cluster:admin/opendistro/rollup/explain
- cluster:admin/opendistro/reports/definition/create
- cluster:admin/opendistro/reports/definition/update
- cluster:admin/opendistro/reports/definition/on_demand
- cluster:admin/opendistro/reports/definition/delete
- cluster:admin/opendistro/reports/definition/get
- cluster:admin/opendistro/reports/definition/list
- cluster:admin/opendistro/reports/instance/list
- cluster:admin/opendistro/reports/instance/get
- cluster:admin/opendistro/reports/menu/download
- cluster:admin/reindex/rethrottle
- cluster:admin/repository/delete
- cluster:admin/repository/get
@@ -94,7 +165,9 @@ Rather than creating new action groups from individual permissions, you can ofte
- cluster:monitor/tasks/list
## Indices
## Index permissions
These permissions apply to an index or index pattern. You might want a user to have read access to all indices (i.e. `*`), but write access to only a few (e.g. `web-logs` and `product-catalog`).
- indices:admin/aliases
- indices:admin/aliases/exists
@@ -102,13 +175,22 @@ Rather than creating new action groups from individual permissions, you can ofte
- indices:admin/analyze
- indices:admin/cache/clear
- indices:admin/close
- indices:admin/create
- indices:admin/delete
- indices:admin/close*
- indices:admin/create (create indices)
- indices:admin/data_stream/create
- indices:admin/data_stream/delete
- indices:admin/data_stream/get
- indices:admin/delete (delete indices)
- indices:admin/exists
- indices:admin/flush
- indices:admin/flush*
- indices:admin/forcemerge
- indices:admin/get
- indices:admin/get (retrieve index and mapping)
- indices:admin/index_template/delete
- indices:admin/index_template/get
- indices:admin/index_template/put
- indices:admin/index_template/simulate
- indices:admin/index_template/simulate_index
- indices:admin/mapping/put
- indices:admin/mappings/fields/get
- indices:admin/mappings/fields/get*
@@ -137,22 +219,23 @@ Rather than creating new action groups from individual permissions, you can ofte
- indices:data/read/mget*
- indices:data/read/msearch
- indices:data/read/msearch/template
- indices:data/read/mtv
- indices:data/read/mtv (multi-term vectors)
- indices:data/read/mtv*
- indices:data/read/scroll
- indices:data/read/scroll/clear
- indices:data/read/search
- indices:data/read/search*
- indices:data/read/search/template
- indices:data/read/tv
- indices:data/read/tv (term vectors)
- indices:data/write/bulk
- indices:data/write/bulk*
- indices:data/write/delete
- indices:data/write/delete (delete documents)
- indices:data/write/delete/byquery
- indices:data/write/index
- indices:data/write/index (add documents to existing indices)
- indices:data/write/reindex
- indices:data/write/update
- indices:data/write/update/byquery
- indices:monitor/data_stream/stats
- indices:monitor/recovery
- indices:monitor/segments
- indices:monitor/settings/get
@@ -1,7 +1,7 @@
---
layout: default
title: Users and Roles
parent: Access Control
title: Users and roles
parent: Access control
nav_order: 1
---
@@ -109,7 +109,7 @@ Role | Description
`anomaly_full_access` | Grants full permissions to all anomaly detection actions.
`anomaly_read_access` | Grants permissions to view detectors, but not create, modify, or delete detectors.
`all_access` | Grants full access to the cluster: all cluster-wide operations, write to all indices, write to all tenants.
`kibana_read_only` | A special role that prevents users from making changes to visualizations, dashboards, and other OpenSearch Dashboards objects. See `plugins.security.readonly_mode.roles` in `opensearch_dashboards.yml`. Pair with the `kibana_user` role.
`kibana_read_only` | A special role that prevents users from making changes to visualizations, dashboards, and other OpenSearch Dashboards objects. See `opensearch_security.readonly_mode.roles` in `opensearch_dashboards.yml`. Pair with the `kibana_user` role.
`kibana_user` | Grants permissions to use OpenSearch Dashboards: cluster-wide searches, index monitoring, and write to various OpenSearch Dashboards indices.
`logstash` | Grants permissions for Logstash to interact with the cluster: cluster-wide searches, cluster monitoring, and write to the various Logstash indices.
`manage_snapshots` | Grants permissions to manage snapshot repositories, take snapshots, and restore snapshots.
@@ -42,10 +42,10 @@ You can optionally add the `-aes256` option to encrypt the key using the AES-256
Next, use the key to generate a self-signed certificate for the root CA:
```bash
openssl req -new -x509 -sha256 -key root-ca-key.pem -out root-ca.pem -days 30
openssl req -new -x509 -sha256 -key root-ca-key.pem -out root-ca.pem -days 730
```
Change `-days 30` to 3650 (10 years) or some other number to set a non-default expiration date. The default value of 30 days is best for testing purposes.
The default `-days` value of 30 is only useful for testing purposes. This sample command specifies 730 (two years) for the certificate expiration date, but use whatever value makes sense for your organization.
- The `-x509` option specifies that you want a self-signed certificate rather than a certificate request.
- The `-sha256` option sets the hash algorithm to SHA-256. SHA-256 is the default in later versions of OpenSSL, but earlier versions might use SHA-1.
@@ -78,7 +78,7 @@ Follow the prompts to fill in the details. You don't need to specify a challenge
Finally, generate the certificate itself:
```bash
openssl x509 -req -in admin.csr -CA root-ca.pem -CAkey root-ca-key.pem -CAcreateserial -sha256 -out admin.pem -days 30
openssl x509 -req -in admin.csr -CA root-ca.pem -CAkey root-ca-key.pem -CAcreateserial -sha256 -out admin.pem -days 730
```
Just like the root certificate, use the `-days` option to specify an expiration date of longer than 30 days.
@@ -91,7 +91,7 @@ Follow the steps in [Generate an admin certificate](#generate-an-admin-certifica
If you generate node certificates and have `plugins.security.ssl.transport.enforce_hostname_verification` set to `true` (default), be sure to specify a common name (CN) for the certificate that matches the hostname of the intended node. If you want to use the same node certificate on all nodes (not recommended), set hostname verification to `false`. For more information, see [Configure TLS certificates]({{site.url}}{{site.baseurl}}/security-plugin/configuration/tls#advanced-hostname-verification-and-dns-lookup).
### Sample script
## Sample script
If you already know the certificate details and don't want to specify them interactively, use the `-subj` option in your `root-ca.pem` and CSR commands. This script creates a root certificate, admin certificate, two node certificates, and a client certificate, all with an expiration dates of two years (730 days):
+2 -4
View File
@@ -11,7 +11,6 @@ Active Directory and LDAP can be used for both authentication and authorization
In most cases, you want to configure both authentication and authorization. You can also use authentication only and map the users retrieved from LDAP directly to security plugin roles.
{% comment %}
## Docker example
@@ -38,7 +37,7 @@ We provide a fully functional example that can help you understand how to use an
1. Index a document as `psantos`:
```bash
curl -XPUT https://localhost:9200/new-index/_doc/1 -H 'Content-Type: application/json' -d '{"title": "Spirited Away"}' -u psantos:password -k
curl -XPUT 'https://localhost:9200/new-index/_doc/1' -H 'Content-Type: application/json' -d '{"title": "Spirited Away"}' -u 'psantos:password' -k
```
If you try the same request as `jroe`, it fails. The `Developers` group is mapped to the `readall`, `manage_snapshots`, and `kibana_user` roles and has no write permissions.
@@ -46,14 +45,13 @@ We provide a fully functional example that can help you understand how to use an
1. Search for the document as `jroe`:
```bash
curl -XGET https://localhost:9200/new-index/_search?pretty -u jroe:password -k
curl -XGET 'https://localhost:9200/new-index/_search?pretty' -u 'jroe:password' -k
```
This request succeeds, because the `Developers` group is mapped to the `readall` role.
1. If you want to examine the contents of the various containers, run `docker ps` to find the container ID and then `docker exec -it <container-id> /bin/bash`.
{% endcomment %}
## Connection settings
+3 -5
View File
@@ -11,7 +11,6 @@ The security plugin supports user authentication through SAML single sign-on. Th
This profile is meant for use with web browsers. It is not a general-purpose way of authenticating users against the security plugin, so its primary use case is to support OpenSearch Dashboards single sign-on.
{% comment %}
## Docker example
@@ -35,7 +34,6 @@ We provide a fully functional example that can help you understand how to use SA
In particular, you might find it helpful to review the contents of the `/var/www/simplesamlphp/config/` and `/var/www/simplesamlphp/metadata/` directories.
{% endcomment %}
## Activating SAML
@@ -300,13 +298,13 @@ authc:
Because most of the SAML-specific configuration is done in the security plugin, just activate SAML in your `opensearch_dashboards.yml` by adding the following:
```
plugins.security.auth.type: "saml"
```yml
opensearch_security.auth.type: "saml"
```
In addition, the OpenSearch Dashboards endpoint for validating the SAML assertions must be whitelisted:
```
```yml
server.xsrf.whitelist: ["/_plugins/_security/saml/acs"]
```
+10 -3
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@@ -126,7 +126,7 @@ plugins.security.restapi.password_validation_error_message: "Password must be mi
## whitelist.yml
You can use `whitelist.yml` to allow list any endpoints and HTTP requests. If enabled, all users except the SuperAdmin are allowed access to only the specified endpoints and HTTP requests, and all other HTTP requests associated with the endpoint are denied. For example, if GET `_cluster/settings` is allow listed, users cannot submit PUT requests to `_cluster/settings` to update cluster settings.
You can use `whitelist.yml` to add any endpoints and HTTP requests to a list of allowed endpoints and requests. If enabled, all users except the super admin are allowed access to only the specified endpoints and HTTP requests, and all other HTTP requests associated with the endpoint are denied. For example, if GET `_cluster/settings` is added to the allow list, users cannot submit PUT requests to `_cluster/settings` to update cluster settings.
Note that while you can configure access to endpoints this way, for most cases, it is still best to configure permissions using the security plugin's users and roles, which have more granular settings.
@@ -165,7 +165,7 @@ requests:
- PUT
```
You can also allow list custom indices. `whitelist.yml` doesn't support wildcards, so you must manually specify all of the indices you want to allow list.
You can also add custom indices to the allow list. `whitelist.yml` doesn't support wildcards, so you must manually specify all of the indices you want to add.
```yml
requests: # Only allow GET requests to /sample-index1/_doc/1 and /sample-index2/_doc/1
@@ -315,6 +315,10 @@ _meta:
## tenants.yml
You can use this file to specify and add any number of OpenSearch Dashboards tenants to your OpenSearch cluster. For more information about tenants, see [OpenSearch Dashboards multi-tenancy]({{site.url}}{{site.baseurl}}/security-plugin/access-control/multi-tenancy).
Like all of the other YAML files, we recommend you use `tenants.yml` to add any tenants you must have in your cluster, and then use OpenSearch Dashboards or the [REST API]({{site.url}}{{site.baseurl}}/security-plugin/access-control/api/#tenants) if you need to further configure or create any other tenants.
```yml
---
_meta:
@@ -325,9 +329,12 @@ admin_tenant:
description: "Demo tenant for admin user"
```
## nodes_dn.yml
`nodes_dn.yml` lets you add certificates' [distinguished names (DNs)]({{site.url}}{{site.baseurl}}/security-plugin/configuration/generate-certificates/#add-distinguished-names-to-opensearchyml) an allow list to enable communication between any number of nodes and/or clusters. For example, a node that has the DN `CN=node1.example.com` in its allow list accepts communication from any other node or certificate that uses that DN.
The DNs get indexed into a [system index]({{site.url}}{{site.baseurl}}/security-plugin/configuration/system-indices) that only a super admin or an admin with a Transport Layer Security (TLS) certificate can access. If you want to programmatically add DNs to your allow lists, use the [REST API]({{site.url}}{{site.baseurl}}/security-plugin/access-control/api/#distinguished-names).
```yml
---
_meta:
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@@ -11,16 +11,32 @@ redirect_from: /troubleshoot/
This page contains a list of common issues and workarounds.
## Java error during startup
You might see `[ERROR][c.a.o.s.s.t.OpenSearchSecuritySSLNettyTransport] [opensearch-node1] SSL Problem Insufficient buffer remaining for AEAD cipher fragment (2). Needs to be more than tag size (16)` when starting OpenSearch. This problem is a [known issue with Java](https://bugs.openjdk.java.net/browse/JDK-8221218) and doesn't affect the operation of the cluster.
## OpenSearch Dashboards fails to start
If you encounter the error `FATAL Error: Request Timeout after 30000ms` during startup, try running OpenSearch Dashboards on a more powerful machine. We recommend four CPU cores and 8 GB of RAM.
## Multi-tenancy issues in OpenSearch Dashboards
If you're testing multiple users in OpenSearch Dashboards and encounter unexpected changes in tenant, use Google Chrome in an Incognito window or Firefox in a Private window.
## Expired certificates
If your certificates have expired, you might receive the following error or something similar:
```
ERROR org.opensearch.security.ssl.transport.SecuritySSLNettyTransport - Exception during establishing a SSL connection: javax.net.ssl.SSLHandshakeException: PKIX path validation failed: java.security.cert.CertPathValidatorException: validity check failed
Caused by: java.security.cert.CertificateExpiredException: NotAfter: Thu Sep 16 11:27:55 PDT 2021
```
To check the expiration date for a certificate, run this command:
```bash
openssl x509 -enddate -noout -in <certificate>
```
## Encryption at rest
The operating system for each OpenSearch node handles encryption of data at rest. To enable encryption at rest in most Linux distributions, use the `cryptsetup` command:
@@ -85,8 +101,3 @@ The security plugin blocks the update by script operation (`POST <index>/_update
## Illegal reflective access operation in logs
This is a known issue with Performance Analyzer that shouldn't affect functionality.
## Multi-tenancy issues in OpenSearch Dashboards
If you're testing multiple users in OpenSearch Dashboards and encounter unexpected changes in tenant, use Google Chrome in an Incognito window or Firefox in a Private window.
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@@ -144,6 +144,12 @@ If you are upgrading an Open Distro for Elasticsearch cluster, we recommend firs
1. Port your settings from `elasticsearch.yml` to `opensearch.yml`. Most settings use the same names. At a minimum, specify `cluster.name`, `node.name`, `discovery.seed_hosts`, and `cluster.initial_master_nodes`.
1. (Optional) If you're actively connecting to the cluster with legacy clients that check for a particular version number, such as Logstash OSS, add a [compatibility setting]({{site.url}}{{site.baseurl}}/clients/agents-and-ingestion-tools/) to `opensearch.yml`:
```yml
compatibility.override_main_response_version: true
```
1. (Optional) Add your certificates to your `config` directory, add them to `opensearch.yml`, and initialize the security plugin.
1. Start OpenSearch on the node (rolling) or all nodes (cluster restart).
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@@ -37,7 +37,7 @@ Component | Purpose
[Anomaly Detection]({{site.url}}{{site.baseurl}}/monitoring-plugins/ad/) | Identify atypical data and receive automatic notifications
[Asynchronous Search]({{site.url}}{{site.baseurl}}/search-plugins/async/) | Run search requests in the background
Most of OpenSearch plugins have a corresponding OpenSearch Dashboards plugin that provide a convenient, unified user interface.
Most OpenSearch plugins have corresponding OpenSearch Dashboards plugins that provide a convenient, unified user interface.
For specifics around the project, see the [FAQ](https://opensearch.org/faq/).