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+145
@@ -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
@@ -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 %}
|
||||
|
||||
@@ -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
|
||||
|
||||
|
||||
@@ -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);
|
||||
```
|
||||
@@ -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)
|
||||
```
|
||||
@@ -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
|
||||
|
||||
+2439
-1459
File diff suppressed because it is too large
Load Diff
@@ -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 can’t 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. It’s 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
|
||||
|
||||

|
||||
|
||||
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**.
|
||||
|
||||
@@ -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 can’t support all batch tasks and you’re 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.
|
||||
|
||||
@@ -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
|
||||
|
||||
|
||||
@@ -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 request’s 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 document’s current version), and `external_gte` (retrieve the document if the specified version number is greater or equal to than the document’s 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.
|
||||
@@ -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
|
||||
|
||||
@@ -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
|
||||
```
|
||||
|
||||
@@ -7,58 +7,129 @@ 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
|
||||
|
||||
@@ -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
|
||||
|
||||
|
||||
@@ -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"]
|
||||
```
|
||||
|
||||
|
||||
@@ -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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@@ -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/).
|
||||
|
||||
|
||||
Reference in New Issue
Block a user