Basics

Elasticsearch keeps the original JSON document in a field called _source. The source field serves special purposes such as...

The aggregations framework is a tool built in every Elasticsearch deployment. The different aggregation types: Bucket, Metric & Pipeline...

In Elasticsearch, an alias is a secondary name to refer to one or more indices. Aliases can be created and deleted dynamically using...

Elasticsearch bulk makes it possible to perform many write operations in a single API call, which increases indexing speed. Using bulk API...

Elasticsearch uses 3 types of caches to improve the efficiency of operation: node requests, shards and field data cache. It is possible to...

Elasticsearch has circuit breakers to deal with OutOfMemory errors that cause nodes to crash. Each breaker is used to...

Official Elasticsearch clients are available for java, javascript, Perl, PHP, python, ruby and .NET. To avoid surprises, keep your client....

An Elasticsearch cluster consists of a number of servers (nodes) working together as one to store data and respond to requests. It enables...

Cross-cluster search enables users to execute a query across multiple Elasticsearch or OpenSearch clusters. To perform cross-cluster search...

DELETE is an Elasticsearch API which removes a document from a specific index. It requires an index name and _id document in order to...

To find out which functions have been deprecated in Elasticsearch, you can use deprecation logs, deprecation API, read breaking pages...

Discovery occurs when an Elasticsearch node starts, restarts or loses contact with the master node. In those cases the node needs to...

Elasticsearch uses several parameters to enable it to manage hard disk storage across the cluster, such as...

Each Elasticsearch document is a JSON structure, which is ultimately considered to be a series of key:value pairs. An example for creating...

This guide will focus on how to use cURL to perform delete operations in Elasticsearch. It covers best practices, common issues & examples.

In this guide, we will discuss the process of deleting documents in Elasticsearch as well as best practices for deleting documents.

This guide will discuss best practices & performance optimization techniques for inserting documents into Elasticsearch. First, use the API...

In this guide, we'll walk through an example of using the Elasticsearch Python client, Elasticsearch-py, to index & search documents.

Upsert in Elasticsearch allows you to perform both update and insert actions in a single request. To perform an upsert operation...

In Elasticsearch the term Fielddata is relevant when performing sorting and aggregations on text field. To set fielddata=true, you...

Elasticsearch Filters apply conditions inside the query to narrow down the matching results. A filter clause can be used used in...

In Elasticsearch, flush is the process of permanently storing data onto the disk for all of the operations that have been stored in memory.

When migrating from ECK to OpenSearch Operator, you need to consider the hardware specifications & the YAML files. To easily migrate...

How to create an Elasticsearch Index & what it is with a general overview - an index (plural: indices) contains a schema and can have

Indexing is the process of adding or updating new documents to an Elasticsearch index. In its simplest form, you can index a document by...

Elasticsearch Lucene or Apache Lucene is an open-source Java library used as a search engine. Elasticsearch is built on top of Lucene...

Mapping contains the properties of each field in the index. A common issue in Elasticsearch is an incorrectly defined mapping. Examples of...

Elasticsearch metadata refers to additional information stored for each document using metadata fields. Metadata fields can be customized...

There are different types of nodes in Elasticsearch. Each has its own role and purpose. Master, coordinating and data nodes differ...

In Elasticsearch, Persistent refers to cluster settings that persist across cluster restarts. This setting is used in Cluster Update API...

Plugins in Elasticsearch are used to extend the functionality of Elasticsearch. An Elasticsearch plugin is installed and removed using the...

Queues in Elasticsearch exist in the context of Thread Pools. Queues are used to hold the pending requests for thread pools instead of...

Cluster rebalancing is the process by which an Elasticsearch cluster distributes data across the nodes. To force rebalance manually...

In Elasticsearch, recovery refers to the process of recovering an index or shard when something goes wrong. You can recover data by using...

Elasticsearch requires a refresh operation to make indexed information available for search. You can set the refresh interval by...

Reindex in Elasticsearch refers to copying existing data from a source index to a destination index. In some scenarios, the reindex API is...

In Elasticsearch there are two types of shards: the primary shard & the replica copy. Each replica is located on a different node to ensure...

Elasticsearch replication refers to storing a redundant copy of the data. Elasticsearch creates 1 primary shard with a replication factor...

An Elasticsearch repository needs to be registered using the _snapshot endpoint. The supported repository types are: S3, HDFS, Azure...

In Elasticsearch, restore refers to a snapshot restore mechanism. To restore a cluster from the snapshot, an index, or selected indices...

In Elasticsearch, routing refers to document routing. When you index a document, Elasticsearch will determine which shard will be used...

The Elasticsearch scroll API is useful when a search returns a large set of results. Large search results are exhaustive for the system...

To search in Elasticsearch, send a GET request to the _search endpoint in the search API. In the query phase and the fetch phase there are...

Elasticsearch settings can be configured on the cluster-level, node-level and index-level. Here's how to set up and optimize your settings...

The number of shards is set when an index is created, and cannot be changed without reindexing. To handle unassigned Elasticsearch shards...

A task is equivalent to an Elasticsearch operation, any request performed on an Elasticsearch cluster. The following commands are used...

An Elasticsearch template falls into one of these categories: index templates or search templates. Examples of index templates include...

Elasticsearch threadpools are used to manage how requests are processed and to optimize the use of resources. The write threadpool...

An Elasticsearch upgrade of an existing cluster can be done in 2 ways: through a rolling upgrade or a full cluster restart. To upgrade...

A version corresponds to the Elasticsearch built-in tracking system that tracks the changes in each document. By using _version...