Briefly, this error occurs when Elasticsearch attempts to write deprecation logs in bulk but encounters issues, possibly due to insufficient disk space, network issues, or permission problems. To resolve this, you can first check if there’s enough disk space and network connectivity. If these are fine, check the permissions of the directory where logs are written. If the issue persists, consider reducing the bulk size or frequency of deprecation logs. Also, ensure that the Elasticsearch version is up-to-date as this could be a bug that’s fixed in a newer version.
This guide will help you check for common problems that cause the log ” Bulk write of deprecation logs encountered some failures: [{}] ” to appear. To understand the issues related to this log, read the explanation below about the following Elasticsearch concepts: plugin, bulk, deprecation.
Overview
In Elasticsearch, when using the Bulk API it is possible to perform many write operations in a single API call, which increases the indexing speed. Using the Bulk API is more efficient than sending multiple separate requests. This can be done for the following four actions:
- Index
- Update
- Create
- Delete
Examples
The bulk request below will index a document, delete another document, and update an existing document.
POST _bulk
{ "index" : { "_index" : "myindex", "_id" : "1" } }
{ "field1" : "value" }
{ "delete" : { "_index" : "myindex", "_id" : "2" } }
{ "update" : {"_id" : "1", "_index" : "myindex"} }
{ "doc" : {"field2" : "value5"} }Notes
- Bulk API is useful when you need to index data streams that can be queued up and indexed in batches of hundreds or thousands, such as logs.
- There is no correct number of actions or limits to perform on a single bulk call, but you will need to figure out the optimum number by experimentation, given the cluster size, number of nodes, hardware specs etc.
Overview
Deprecation refers to processes and functions that are in the process of being eliminated and (possibly) replaced by newer ones.
Typically, a function will not disappear from one version to the next without warning. Normally this will happen across a number of versions. When you use a deprecated function in intermediate versions, it will continue to work as before, but you will receive warnings that the function in question is intended to disappear in the future.
How it works
There are a number of ways you can find out which functions have been deprecated, including: deprecation logs, reading the breaking pages documentation and paying attention to warnings.
In a deprecation log:
{"type": "deprecation", "timestamp": "2020-01-16T12:50:11,263+0000", "level": "WARN", "component": "o.e.d.r.a.d.RestDeleteAction", "cluster.name": "docker-cluster", "node.name": "es01", "cluster.uuid": "VGTYFgunQ_STTKVz6YHAGg", "node.id": "wh5J7TJ-RD-pJE4JOUjVpw", "message": "[types removal] Specifying types in document index requests is deprecated, use the typeless endpoints instead (/{index}/_doc/{id}, /{index}/_doc, or /{index}/_create/{id})." }Reading the breaking changes documentation for each version:
https://www.elastic.co/guide/en/elasticsearch/reference/7.5/breaking-changes-7.0.html
In kibana you may also see a warning if you run a deprecated command in the development panel:
#! Deprecation: [types removal] Specifying types in document index requests is deprecated, use the typeless endpoints instead (/{index}/_doc/{id}, /{index}/_doc, or /{index}/_create/{id}).It is important to act upon these warnings. Although your application still works, ignoring the warnings will almost certainly cause things to malfunction in a future upgrade.
Deprecation API
There is a depreciation API, which can help point you to deprecated functions on your cluster:
| Version 5.6-6.8 | GET /_xpack/migration/deprecations |
| Version 7 | GET /_migration/deprecations |
However, you should never depend on the deprecation API alone. Just because the API returns with no issues, it does not mean that everything in your setup will work out of the box when migrating! This is to be used in addition to looking through the deprecation log and breaking changes documentation.
Examples
- The removal of document types (“_type”) . Various document types were allowed in a single index in version 6, but this functionality has been removed. You will get warnings if you use document types in queries, and only 1 document type is allowed per index in version 7. The functionality is expected to be completely removed in version 8.
- The discovery.zen.minimum_master_nodes setting is permitted, but ignored, on 7.x nodes.
There are many more examples to be found in the breaking changes documentation.
Notes and good things to know
It is important to visit ALL the breaking changes for each minor version between the version you are using and the version you want to upgrade to.
https://www.elastic.co/guide/en/elasticsearch/reference/7.3/breaking-changes-7.3.html
Contains information that is not mentioned on the next page.
https://www.elastic.co/guide/en/elasticsearch/reference/7.5/breaking-changes-7.4.html
The best way is to go to the “breaking changes” page of the version you want to upgrade to, and then use the links to page look through all of the minor version pages down to the one you want to upgrade from, paying particular attention to the major version change (eg. 7.0 )
Opster supports all Elasticsearch versions so If you need help reach out
Log Context
Log “Bulk write of deprecation logs encountered some failures: [{}]” classname is DeprecationIndexingComponent.java.
We extracted the following from Elasticsearch source code for those seeking an in-depth context :
if (response.hasFailures()) {
List failures = Arrays.stream(response.getItems())
.filter(BulkItemResponse::isFailed)
.map(r -> r.getId() + " " + r.getFailureMessage())
.collect(Collectors.toList());
logger.error("Bulk write of deprecation logs encountered some failures: [{}]"; failures);
}
}
@Override
public void afterBulk(long executionId; BulkRequest request; Exception failure) {
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