Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

HBASE-26265 Update ref guide to mention the new store file tracker im… #3942

Merged
merged 3 commits into from Dec 16, 2021
Merged
Show file tree
Hide file tree
Changes from 1 commit
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Jump to
Jump to file
Failed to load files.
Diff view
Diff view
175 changes: 175 additions & 0 deletions src/main/asciidoc/_chapters/store_file_tracking.adoc
@@ -0,0 +1,175 @@
////
/**
*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
////

[[storefiletracking]]
= Store File Tracking
:doctype: book
:numbered:
:toc: left
:icons: font
:experimental:

== Overview

This feature introduces an abstraction layer to track store files still used/needed by store
engines, allowing for plugging different approaches of identifying store
files required by the given store.

Historically, HBase internals have relied on creating hfiles on temporary directories first, renaming
those files to the actual store directory at operation commit time. That's a simple and convenient
way to separate transient from already finalised files that are ready to serve client reads with data.
This approach works well with strong consistent file systems, but with the popularity of less consistent
file systems, mainly Object Store file systems, dependency on rename operations starts to introduce
Copy link
Member

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Suggested change
file systems, mainly Object Store file systems, dependency on rename operations starts to introduce
file systems, mainly Object Store which can be used like file systems, HBase's dependency on atomic rename operations starts to introduce

performance penalties. Amazon S3 Object Store, in particular, has been the most affected deployment,
Copy link
Member

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Suggested change
performance penalties. Amazon S3 Object Store, in particular, has been the most affected deployment,
performance penalties. The Amazon S3 Object Store, in particular, has been the most affected deployment

due to the its lack of atomic renames, requiring an additional locking layer implemented by HBOSS,
Copy link
Member

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Suggested change
due to the its lack of atomic renames, requiring an additional locking layer implemented by HBOSS,
due to the its lack of atomic renames. The HBase community temporarily bypassed this problem by building a distributed locking layer called HBOSS

to guarantee consistency and integrity of operations.
Copy link
Member

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Suggested change
to guarantee consistency and integrity of operations.
to guarantee atomicity of operations against S3.

Maybe I'm being nit-picky here? I think it makes a confusing topic easier to understand if we just say "atomic renames", even though "consistency" and "integrity" would be things sacrificed when we have non-atomic renames :)


With *Store File Tracking*, decision on where to originally create new hfiles and how to proceed upon
commit is delegated to the specific Store File Tracking implementation.
It can be set at individual Table or Column Family configurations, as well as in processes
*hbase-site.xml* configuration file.
Copy link
Member

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Suggested change
It can be set at individual Table or Column Family configurations, as well as in processes
*hbase-site.xml* configuration file.
The implementation can be set at the HBase service leve in *hbase-site.xml* or at the Table or Column Family via the TableDescriptor configuration.


NOTE: When specified in *hbase_site.xml*, this configuration is also saved into tables configuration
Copy link
Member

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Suggested change
NOTE: When specified in *hbase_site.xml*, this configuration is also saved into tables configuration
NOTE: When the store file tracking implementation is specified in *hbase_site.xml*, this configuration is also propagated into a table's configuration

at table creation time. This is to avoid dangerous configuration mismatches between processes, which
could potentially lead to data loss.

== Available Implementations

Store File Tracking initial version provides three builtin implementations:

* DEFAULT
* FILE
* MIGRATION

### DEFAULT

As per the name, this is the Store File Tracking implementation used by default when now explicit
configuration has been defined. The DEFAULT tracker implements the standard approach using temporary
directories and renames.
Copy link
Member

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Suggested change
directories and renames.
directories and renames. This is how all previous (implicit) implementation that HBase used to track store files.


### FILE

A file tracker implementation that creates new files straight in the store directory, avoiding the
need for rename operations. It keeps a list of committed hfiles in memory, backed by meta files, in
each store directory. Whenever a new hfile is committed, the list of _tracked files_ in the given
store is updated and a new meta file is written with this list contents, discarding the previous
meta file now containing an out dated list.

### MIGRATION

A special implementation to be used when swapping between Store File Tracking implementations on
pre-existing tables that already contain data, and therefore, files being tracked under an specific
logic.

== Usage

For fresh deployments that don't yet contain any user data, *FILE* implementation can be just set as
value for *hbase.store.file-tracker.impl* property in global *hbase-site.xml* configuration, prior
to the first hbase start. Omitting this property sets the *DEFAULT* implementation.

### Switching implementations globally
joshelser marked this conversation as resolved.
Show resolved Hide resolved

For running clusters with tables already containing data, Store File Tracking implementation can
Copy link
Member

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Suggested change
For running clusters with tables already containing data, Store File Tracking implementation can
For clusters with data that are upgraded to a version of HBase containing the store file tracking feature, the Store File Tracking implementation can

only be changed with the *MIGRATION* implementation, so that the _new tracker_ can safely build its
list of tracked files based on the list of the _current tracker_. Additional to the
*hbase.store.file-tracker.impl* property, *MIGRATION* requires the
*hbase.store.file-tracker.migration.src.impl* and *hbase.store.file-tracker.migration.dst.impl*,
where the _current_ and _new_ tracker should be specified. For example, to set *MIGRATION* from
*DEFAULT* to *FILE*, the following should be set in the global config:

----
<property>
<name>hbase.store.file-tracker.impl</name>
<value>MIGRATION</value>
</property>
<property>
<name>hbase.store.file-tracker.migration.src.impl</name>
<value>DEFAULT</value>
</property>
<property>
<name>hbase.store.file-tracker.migration.dst.impl</name>
<value>FILE</value>
</property>
----

A cluster restart would be needed to effectivelly apply the above configuration.

NOTE: When MIGRATION is defined globally, new tables creation is not allowed.

Once cluster has completely started and all regions have already become online, *MIGRATION* tracker
can be disabled and the _new_ implementation should be the one set in *hbase.store.file-tracker.impl*.
On the above example, the new configuration would be:

----
<property>
<name>hbase.store.file-tracker.impl</name>
<value>FILE</value>
</property>
----

Restart the cluster again to complete migration and allow new tables creation to be executed again.

### Configuring for Table or Column Family

The previous example conveniently allows to set Store File Tracker desired configuration on a single
place for all cluster tables. That may not be always desired, either because clusters restarts can be
discouraging, or maybe because some user domain might be more critical to experiment a new feature.
Whatever the reason, Store File Tracking can be set at Table or Column Family level configuration.
For example, to specify *FILE* implementation in the table configuration at table creation time,
the following should be applied:

----
create 'my-table', 'f1', 'f2', {CONFIGURATION => {'hbase.store.file-tracker.impl' => 'FILE'}}
----

To define *FILE* for an specific Column Family:

----
create 'my-table', {NAME=> '1', CONFIGURATION => {'hbase.store.file-tracker.impl' => 'FILE'}}
----

### Switching trackers at Table or Column Family

Similarly to when switching implementations at global configuration, when switching _trackers_ for
individual tables or column families, the *MIGRATION* tracker is also required. For example, to
switch _tracker_ from *DEFAULT* to *FILE* in a table configuration:

----
alter 'my-table', CONFIGURATION => {'hbase.store.file-tracker.impl' => 'MIGRATION',
'hbase.store.file-tracker.migration.src.impl' => 'DEFAULT',
'hbase.store.file-tracker.migration.dst.impl' => 'FILE'}
----

To apply similar switch at column family level configuration:

----
alter 'my-table', {NAME => 'f1', CONFIGURATION => {'hbase.store.file-tracker.impl' => 'MIGRATION',
'hbase.store.file-tracker.migration.src.impl' => 'DEFAULT',
'hbase.store.file-tracker.migration.dst.impl' => 'FILE'}}
----

Once all table regions have been onlined again, don't forget to disable MIGRATION, by now setting
*hbase.store.file-tracker.migration.dst.impl* value as the *hbase.store.file-tracker.impl*. In the above
example, that would be as follows:

----
alter 'my-table', CONFIGURATION => {'hbase.store.file-tracker.impl' => 'FILE'}
----
1 change: 1 addition & 0 deletions src/main/asciidoc/book.adoc
Expand Up @@ -89,6 +89,7 @@ include::_chapters/zookeeper.adoc[]
include::_chapters/community.adoc[]
include::_chapters/hbtop.adoc[]
include::_chapters/tracing.adoc[]
include::_chapters/store_file_tracking.adoc[]

= Appendix

Expand Down