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new 0b741abb [auto] Generated docs from Apache Ozone master
1c2c7f340cc4e595b3dbc94c5ece71d44e53a638
0b741abb is described below
commit 0b741abbc41272bd8fb7b5cb2d5387f9724a3342
Author: Github Actions <[email protected]>
AuthorDate: Thu Jul 24 12:47:01 2025 +0000
[auto] Generated docs from Apache Ozone master
1c2c7f340cc4e595b3dbc94c5ece71d44e53a638
---
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See the License for the specific language governing permissions and
limitations under the License.
-->
-<h1 id="apache-ozone">Apache Ozone</h1>
-<figure class="ozone-usage"><img src="./ozone-usage.png" width="60%">
-</figure>
-
-<p><em><em>Ozone is a scalable, redundant, and distributed object store for
Big data workloads. <p>
-Apart from scaling to billions of objects of varying sizes,
-Ozone can function effectively in containerized environments
-like Kubernetes.</em></em></p>
-<p>Applications like Apache Spark, Hive and YARN, work without any
modifications when using Ozone. Ozone comes with a <a
href="./interface/javaapi.html">Java client library</a>, <a
href="./interface/s3.html">S3 protocol support</a>, and a <a
href="./interface/cli.html">command line interface</a> which makes it easy to
use Ozone.</p>
-<p>Ozone consists of volumes, buckets, and keys:</p>
+<h2 id="what-is-apache-ozone">What is Apache Ozone?</h2>
+<p>Apache Ozone is a scalable, distributed object store designed for lakehouse
workloads,
+AI/ML, and cloud-native applications.
+Originating from the BigData analytics ecosystem, it handles both small and
large files,
+supporting deployments up to billions of objects and exabytes of capacity.
+Ozone provides strong consistency guarantees,
+multiple protocol interfaces (including S3 compatibility), and configurable
durability options.</p>
+<h2 id="what-it-does">What it does?</h2>
+<p>Ozone includes features relevant to large-scale storage requirements:</p>
+<h3 id="scale">Scale</h3>
+<p>Ozone’s architecture separates metadata management from data storage.
The Ozone Manager (OM) and Storage Container Manager (SCM) handle metadata
operations, while Datanodes manage the physical storage of data blocks. This
design allows for independent scaling of these components and supports
incremental cluster growth.</p>
+<h3 id="flexible-durability">Flexible Durability</h3>
+<p>Ozone offers configurable data durability options per bucket or per
object:</p>
<ul>
-<li>Volumes are similar to user accounts. Only administrators can create or
delete volumes.</li>
-<li>Buckets are similar to directories. A bucket can contain any number of
keys, but buckets cannot contain other buckets.</li>
-<li>Keys are similar to files.</li>
+<li><strong>Replication (RATIS):</strong> Uses 3-way replication via the <a
href="https://ratis.apache.org";>Ratis (Raft)</a> consensus protocol for high
availability.</li>
+<li><strong>Erasure Coding (EC):</strong> Supports various EC codecs (e.g.,
Reed-Solomon) to reduce storage overhead compared to replication while
maintaining specified durability levels.</li>
+</ul>
+<h3 id="secure">Secure</h3>
+<p>Security features are integrated at multiple layers:</p>
+<ul>
+<li><strong>Authentication:</strong> Supports Kerberos integration for user
and service authentication.</li>
+<li><strong>Authorization:</strong> Provides Access Control Lists (ACLs) for
managing permissions at the volume, bucket, and key levels. Supports Apache
Ranger integration for centralized policy management.</li>
+<li><strong>Encryption:</strong> Supports TLS/SSL for data in transit and
Transparent Data Encryption (TDE) for data at rest.</li>
+<li><strong>Tokens:</strong> Uses delegation tokens and block tokens for
access control in distributed operations.</li>
+</ul>
+<h3 id="performance">Performance</h3>
+<p>Ozone’s design considers performance for different access
patterns:</p>
+<ul>
+<li><strong>Throughput:</strong> Intended for streaming reads and writes of
large files. Data can be served directly from Datanodes after initial metadata
lookup.</li>
+<li><strong>Latency:</strong> Metadata operations are managed by OM and SCM,
designed for low-latency access.</li>
+<li><strong>Small File Handling:</strong> Includes mechanisms for managing
metadata and storage for large quantities of small files.</li>
+</ul>
+<h3 id="multiple-protocols">Multiple Protocols</h3>
+<p>Applications can access data stored in Ozone through several interfaces:</p>
+<ul>
+<li><strong>S3 Protocol:</strong> Provides an S3-compatible REST API, allowing
use with S3-native applications and tools.</li>
+<li><strong>Hadoop Compatible File System (OFS):</strong> Offers the
<code>ofs://</code> scheme for integration with Hadoop ecosystem tools (e.g.,
Iceberg, Spark, Hive, Flink, MapReduce).</li>
+<li><strong>Native Java Client API:</strong> A client library for Java
applications.</li>
+<li><strong>Command Line Interface (CLI):</strong> Provides tools for
administrative tasks and data interaction.</li>
+</ul>
+<h3 id="efficient-storage-use">Efficient Storage Use</h3>
+<p>Ozone includes features aimed at optimizing storage utilization:</p>
+<ul>
+<li><strong>Erasure Coding:</strong> Can reduce the physical storage footprint
compared to 3x replication.</li>
+<li><strong>Small File Handling:</strong> Manages metadata and block
allocation for small files.</li>
+<li><strong>Containerization:</strong> Groups data blocks into larger Storage
Containers, which can simplify management and disk I/O.</li>
+</ul>
+<h3 id="storage-management">Storage Management</h3>
+<p>Ozone uses a hierarchical namespace and provides management tools:</p>
+<ul>
+<li><strong>Namespace:</strong> Organizes data into Volumes (often mapped to
tenants) and Buckets (containers for objects), which hold Keys
(objects/files).</li>
+<li><strong>Quotas:</strong> Administrators can set storage quotas at the
Volume and Bucket levels.</li>
+<li><strong>Snapshots:</strong> Supports point-in-time, read-only snapshots of
buckets for data protection and versioning.</li>
+</ul>
+<h3 id="strong-consistency">Strong Consistency</h3>
+<p>Ozone provides strong consistency for metadata and data operations. Reads
reflect the results of the latest successfully completed write operations.</p>
+<h2 id="key-characteristics">Key Characteristics</h2>
+<p>The design of Ozone leads to certain characteristics relevant for
large-scale data management:</p>
+<h3 id="storage-costs">Storage Costs</h3>
+<p>Factors influencing storage costs include:</p>
+<ul>
+<li><strong>Storage Efficiency:</strong> Erasure Coding can reduce physical
storage requirements.</li>
+<li><strong>Hardware:</strong> Designed to run on commodity hardware.</li>
+<li><strong>Licensing:</strong> Apache Ozone is open-source software under the
Apache License 2.0.</li>
+<li><strong>Scalability:</strong> Clusters can be expanded by adding nodes or
racks. Data rebalancing mechanisms help manage utilization.</li>
+</ul>
+<h3 id="operations">Operations</h3>
+<p>Aspects related to storage administration include:</p>
+<ul>
+<li><strong>Unified Storage:</strong> Can potentially serve as a common
storage layer for different types of workloads.</li>
+<li><strong>Management Tools:</strong> Includes the Recon web UI for
monitoring and CLI tools for administration.</li>
+<li><strong>Maintenance:</strong> Supports features like rolling upgrades,
node decommissioning, and data balancing.</li>
+</ul>
+<h3 id="hybrid-cloud-scenarios">Hybrid Cloud Scenarios</h3>
+<p>Ozone’s S3 compatibility allows applications developed for S3 to run
on-premises using Ozone. This can be relevant for hybrid cloud strategies or
migrating workloads between on-premises and cloud environments.</p>
+<h2 id="dive-deeper">Dive Deeper</h2>
+<p>To learn more about Ozone, refer to the following sections:</p>
+<ul>
+<li><strong>New to Ozone?</strong> Try the <strong><a
href="./start.html">Quick Start Guide</a></strong> to set up a cluster.</li>
+<li><strong>Want to understand the internals?</strong> Read about the
<strong><a href="./concept.html">Core Concepts</a></strong> (architecture,
replication, security).</li>
+<li><strong>Need to use Ozone?</strong> Check the <strong><a
href="./interface.html">User Guide</a></strong> for client interfaces and
integrations.</li>
+<li><strong>Managing a cluster?</strong> Consult the <strong><a
href="./tools.html">Administrator Guide</a></strong> for installation,
configuration, and operations.</li>
</ul>
-<p>Check out the <a href="./start.html">Getting Started</a> guide to dive
right in and learn how to run Ozone on your machine or in the cloud.</p>
</div>
</div>
@@ -620,7 +687,7 @@ like Kubernetes.</em></em></p>
<footer class="footer">
<div class="container">
<span class="small text-muted">
- Version: 2.1.0-SNAPSHOT, Last Modified: June 14, 2025 <a
class="hide-child link primary-color"
href="https://github.com/apache/ozone/commit/a9271131c7dd94238f18aa2bb853ed6490c31677";>a9271131c7</a>
+ Version: 2.1.0-SNAPSHOT, Last Modified: July 23, 2025 <a
class="hide-child link primary-color"
href="https://github.com/apache/ozone/commit/3cebcc9664c05a4a94fce30fa40b5648f03f8a97";>3cebcc9664</a>
</span>
</div>
</footer>
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