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| |
| <h1 id="iceberg-dell-integration">Iceberg Dell Integration<a class="headerlink" href="#iceberg-dell-integration" title="Permanent link">🔗</a></h1> |
| <h2 id="dell-ecs-integration">Dell ECS Integration<a class="headerlink" href="#dell-ecs-integration" title="Permanent link">🔗</a></h2> |
| <p>Iceberg can be used with Dell's Enterprise Object Storage (ECS) by using the ECS catalog since 0.15.0.</p> |
| <p>See <a href="https://www.dell.com/en-us/dt/storage/ecs/index.htm">Dell ECS</a> for more information on Dell ECS.</p> |
| <h3 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link">🔗</a></h3> |
| <p>When using Dell ECS with Iceberg, these configuration parameters are required:</p> |
| <table> |
| <thead> |
| <tr> |
| <th>Name</th> |
| <th>Description</th> |
| </tr> |
| </thead> |
| <tbody> |
| <tr> |
| <td>ecs.s3.endpoint</td> |
| <td>ECS S3 service endpoint</td> |
| </tr> |
| <tr> |
| <td>ecs.s3.access-key-id</td> |
| <td>ECS Username</td> |
| </tr> |
| <tr> |
| <td>ecs.s3.secret-access-key</td> |
| <td>S3 Secret Key</td> |
| </tr> |
| <tr> |
| <td>warehouse</td> |
| <td>The location of data and metadata</td> |
| </tr> |
| </tbody> |
| </table> |
| <p>The warehouse should use the following formats:</p> |
| <table> |
| <thead> |
| <tr> |
| <th>Example</th> |
| <th>Description</th> |
| </tr> |
| </thead> |
| <tbody> |
| <tr> |
| <td>ecs://bucket-a</td> |
| <td>Use the whole bucket as the data</td> |
| </tr> |
| <tr> |
| <td>ecs://bucket-a/</td> |
| <td>Use the whole bucket as the data. The last <code>/</code> is ignored.</td> |
| </tr> |
| <tr> |
| <td>ecs://bucket-a/namespace-a</td> |
| <td>Use a prefix to access the data only in this specific namespace</td> |
| </tr> |
| </tbody> |
| </table> |
| <p>The Iceberg <code>runtime</code> jar supports different versions of Spark and Flink. You should pick the correct version.</p> |
| <p>Even though the <a href="https://github.com/EMCECS/ecs-object-client-java">Dell ECS client</a> jar is backward compatible, Dell EMC still recommends using the latest version of the client.</p> |
| <h3 id="spark">Spark<a class="headerlink" href="#spark" title="Permanent link">🔗</a></h3> |
| <p>To use the Dell ECS catalog with Spark 3.2.1, you should create a Spark session like:</p> |
| <div class="highlight"><pre><span></span><code><a id="__codelineno-0-1" name="__codelineno-0-1" href="#__codelineno-0-1"></a><span class="nv">ICEBERG_VERSION</span><span class="o">=</span><span class="m">0</span>.15.0 |
| <a id="__codelineno-0-2" name="__codelineno-0-2" href="#__codelineno-0-2"></a><span class="nv">SPARK_VERSION</span><span class="o">=</span><span class="m">3</span>.2_2.12 |
| <a id="__codelineno-0-3" name="__codelineno-0-3" href="#__codelineno-0-3"></a><span class="nv">ECS_CLIENT_VERSION</span><span class="o">=</span><span class="m">3</span>.3.2 |
| <a id="__codelineno-0-4" name="__codelineno-0-4" href="#__codelineno-0-4"></a> |
| <a id="__codelineno-0-5" name="__codelineno-0-5" href="#__codelineno-0-5"></a><span class="nv">DEPENDENCIES</span><span class="o">=</span><span class="s2">"org.apache.iceberg:iceberg-spark-runtime-</span><span class="si">${</span><span class="nv">SPARK_VERSION</span><span class="si">}</span><span class="s2">:</span><span class="si">${</span><span class="nv">ICEBERG_VERSION</span><span class="si">}</span><span class="s2">,\</span> |
| <a id="__codelineno-0-6" name="__codelineno-0-6" href="#__codelineno-0-6"></a><span class="s2">org.apache.iceberg:iceberg-dell:</span><span class="si">${</span><span class="nv">ICEBERG_VERSION</span><span class="si">}</span><span class="s2">,\</span> |
| <a id="__codelineno-0-7" name="__codelineno-0-7" href="#__codelineno-0-7"></a><span class="s2">com.emc.ecs:object-client-bundle:</span><span class="si">${</span><span class="nv">ECS_CLIENT_VERSION</span><span class="si">}</span><span class="s2">"</span> |
| <a id="__codelineno-0-8" name="__codelineno-0-8" href="#__codelineno-0-8"></a> |
| <a id="__codelineno-0-9" name="__codelineno-0-9" href="#__codelineno-0-9"></a>spark-sql<span class="w"> </span>--packages<span class="w"> </span><span class="si">${</span><span class="nv">DEPENDENCIES</span><span class="si">}</span><span class="w"> </span><span class="se">\</span> |
| <a id="__codelineno-0-10" name="__codelineno-0-10" href="#__codelineno-0-10"></a><span class="w"> </span>--conf<span class="w"> </span>spark.sql.extensions<span class="o">=</span>org.apache.iceberg.spark.extensions.IcebergSparkSessionExtensions<span class="w"> </span><span class="se">\</span> |
| <a id="__codelineno-0-11" name="__codelineno-0-11" href="#__codelineno-0-11"></a><span class="w"> </span>--conf<span class="w"> </span>spark.sql.catalog.my_catalog<span class="o">=</span>org.apache.iceberg.spark.SparkCatalog<span class="w"> </span><span class="se">\</span> |
| <a id="__codelineno-0-12" name="__codelineno-0-12" href="#__codelineno-0-12"></a><span class="w"> </span>--conf<span class="w"> </span>spark.sql.catalog.my_catalog.warehouse<span class="o">=</span>ecs://bucket-a/namespace-a<span class="w"> </span><span class="se">\</span> |
| <a id="__codelineno-0-13" name="__codelineno-0-13" href="#__codelineno-0-13"></a><span class="w"> </span>--conf<span class="w"> </span>spark.sql.catalog.my_catalog.catalog-impl<span class="o">=</span>org.apache.iceberg.dell.ecs.EcsCatalog<span class="w"> </span><span class="se">\</span> |
| <a id="__codelineno-0-14" name="__codelineno-0-14" href="#__codelineno-0-14"></a><span class="w"> </span>--conf<span class="w"> </span>spark.sql.catalog.my_catalog.ecs.s3.endpoint<span class="o">=</span>http://10.x.x.x:9020<span class="w"> </span><span class="se">\</span> |
| <a id="__codelineno-0-15" name="__codelineno-0-15" href="#__codelineno-0-15"></a><span class="w"> </span>--conf<span class="w"> </span>spark.sql.catalog.my_catalog.ecs.s3.access-key-id<span class="o">=</span><Your-ecs-s3-access-key><span class="w"> </span><span class="se">\</span> |
| <a id="__codelineno-0-16" name="__codelineno-0-16" href="#__codelineno-0-16"></a><span class="w"> </span>--conf<span class="w"> </span>spark.sql.catalog.my_catalog.ecs.s3.secret-access-key<span class="o">=</span><Your-ecs-s3-secret-access-key> |
| </code></pre></div> |
| <p>Then, use <code>my_catalog</code> to access the data in ECS. You can use <code>SHOW NAMESPACES IN my_catalog</code> and <code>SHOW TABLES IN my_catalog</code> to fetch the namespaces and tables of the catalog.</p> |
| <p>The related problems of catalog usage:</p> |
| <ol> |
| <li>The <code>SparkSession.catalog</code> won't access the 3rd-party catalog of Spark in both Python and Scala, so please use DDL SQL to list all tables and namespaces.</li> |
| </ol> |
| <h3 id="flink">Flink<a class="headerlink" href="#flink" title="Permanent link">🔗</a></h3> |
| <p>Use the Dell ECS catalog with Flink, you first must create a Flink environment.</p> |
| <div class="highlight"><pre><span></span><code><a id="__codelineno-1-1" name="__codelineno-1-1" href="#__codelineno-1-1"></a><span class="c1"># HADOOP_HOME is your hadoop root directory after unpack the binary package.</span> |
| <a id="__codelineno-1-2" name="__codelineno-1-2" href="#__codelineno-1-2"></a><span class="nb">export</span><span class="w"> </span><span class="nv">HADOOP_CLASSPATH</span><span class="o">=</span><span class="sb">`</span><span class="nv">$HADOOP_HOME</span>/bin/hadoop<span class="w"> </span>classpath<span class="sb">`</span> |
| <a id="__codelineno-1-3" name="__codelineno-1-3" href="#__codelineno-1-3"></a> |
| <a id="__codelineno-1-4" name="__codelineno-1-4" href="#__codelineno-1-4"></a><span class="c1"># download Iceberg dependency</span> |
| <a id="__codelineno-1-5" name="__codelineno-1-5" href="#__codelineno-1-5"></a><span class="nv">MAVEN_URL</span><span class="o">=</span>https://repo1.maven.org/maven2 |
| <a id="__codelineno-1-6" name="__codelineno-1-6" href="#__codelineno-1-6"></a><span class="nv">ICEBERG_VERSION</span><span class="o">=</span><span class="m">0</span>.15.0 |
| <a id="__codelineno-1-7" name="__codelineno-1-7" href="#__codelineno-1-7"></a><span class="nv">FLINK_VERSION</span><span class="o">=</span><span class="m">1</span>.14 |
| <a id="__codelineno-1-8" name="__codelineno-1-8" href="#__codelineno-1-8"></a>wget<span class="w"> </span><span class="si">${</span><span class="nv">MAVEN_URL</span><span class="si">}</span>/org/apache/iceberg/iceberg-flink-runtime-<span class="si">${</span><span class="nv">FLINK_VERSION</span><span class="si">}</span>/<span class="si">${</span><span class="nv">ICEBERG_VERSION</span><span class="si">}</span>/iceberg-flink-runtime-<span class="si">${</span><span class="nv">FLINK_VERSION</span><span class="si">}</span>-<span class="si">${</span><span class="nv">ICEBERG_VERSION</span><span class="si">}</span>.jar |
| <a id="__codelineno-1-9" name="__codelineno-1-9" href="#__codelineno-1-9"></a>wget<span class="w"> </span><span class="si">${</span><span class="nv">MAVEN_URL</span><span class="si">}</span>/org/apache/iceberg/iceberg-dell/<span class="si">${</span><span class="nv">ICEBERG_VERSION</span><span class="si">}</span>/iceberg-dell-<span class="si">${</span><span class="nv">ICEBERG_VERSION</span><span class="si">}</span>.jar |
| <a id="__codelineno-1-10" name="__codelineno-1-10" href="#__codelineno-1-10"></a> |
| <a id="__codelineno-1-11" name="__codelineno-1-11" href="#__codelineno-1-11"></a><span class="c1"># download ECS object client</span> |
| <a id="__codelineno-1-12" name="__codelineno-1-12" href="#__codelineno-1-12"></a><span class="nv">ECS_CLIENT_VERSION</span><span class="o">=</span><span class="m">3</span>.3.2 |
| <a id="__codelineno-1-13" name="__codelineno-1-13" href="#__codelineno-1-13"></a>wget<span class="w"> </span><span class="si">${</span><span class="nv">MAVEN_URL</span><span class="si">}</span>/com/emc/ecs/object-client-bundle/<span class="si">${</span><span class="nv">ECS_CLIENT_VERSION</span><span class="si">}</span>/object-client-bundle-<span class="si">${</span><span class="nv">ECS_CLIENT_VERSION</span><span class="si">}</span>.jar |
| <a id="__codelineno-1-14" name="__codelineno-1-14" href="#__codelineno-1-14"></a> |
| <a id="__codelineno-1-15" name="__codelineno-1-15" href="#__codelineno-1-15"></a><span class="c1"># open the SQL client.</span> |
| <a id="__codelineno-1-16" name="__codelineno-1-16" href="#__codelineno-1-16"></a>/path/to/bin/sql-client.sh<span class="w"> </span>embedded<span class="w"> </span><span class="se">\</span> |
| <a id="__codelineno-1-17" name="__codelineno-1-17" href="#__codelineno-1-17"></a><span class="w"> </span>-j<span class="w"> </span>iceberg-flink-runtime-<span class="si">${</span><span class="nv">FLINK_VERSION</span><span class="si">}</span>-<span class="si">${</span><span class="nv">ICEBERG_VERSION</span><span class="si">}</span>.jar<span class="w"> </span><span class="se">\</span> |
| <a id="__codelineno-1-18" name="__codelineno-1-18" href="#__codelineno-1-18"></a><span class="w"> </span>-j<span class="w"> </span>iceberg-dell-<span class="si">${</span><span class="nv">ICEBERG_VERSION</span><span class="si">}</span>.jar<span class="w"> </span><span class="se">\</span> |
| <a id="__codelineno-1-19" name="__codelineno-1-19" href="#__codelineno-1-19"></a><span class="w"> </span>-j<span class="w"> </span>object-client-bundle-<span class="si">${</span><span class="nv">ECS_CLIENT_VERSION</span><span class="si">}</span>.jar<span class="w"> </span><span class="se">\</span> |
| <a id="__codelineno-1-20" name="__codelineno-1-20" href="#__codelineno-1-20"></a><span class="w"> </span>shell |
| </code></pre></div> |
| <p>Then, use Flink SQL to create a catalog named <code>my_catalog</code>:</p> |
| <div class="highlight"><pre><span></span><code><a id="__codelineno-2-1" name="__codelineno-2-1" href="#__codelineno-2-1"></a><span class="k">CREATE</span><span class="w"> </span><span class="k">CATALOG</span><span class="w"> </span><span class="n">my_catalog</span><span class="w"> </span><span class="k">WITH</span><span class="w"> </span><span class="p">(</span> |
| <a id="__codelineno-2-2" name="__codelineno-2-2" href="#__codelineno-2-2"></a><span class="w"> </span><span class="s1">'type'</span><span class="o">=</span><span class="s1">'iceberg'</span><span class="p">,</span> |
| <a id="__codelineno-2-3" name="__codelineno-2-3" href="#__codelineno-2-3"></a><span class="w"> </span><span class="s1">'warehouse'</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s1">'ecs://bucket-a/namespace-a'</span><span class="p">,</span> |
| <a id="__codelineno-2-4" name="__codelineno-2-4" href="#__codelineno-2-4"></a><span class="w"> </span><span class="s1">'catalog-impl'</span><span class="o">=</span><span class="s1">'org.apache.iceberg.dell.ecs.EcsCatalog'</span><span class="p">,</span> |
| <a id="__codelineno-2-5" name="__codelineno-2-5" href="#__codelineno-2-5"></a><span class="w"> </span><span class="s1">'ecs.s3.endpoint'</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s1">'http://10.x.x.x:9020'</span><span class="p">,</span> |
| <a id="__codelineno-2-6" name="__codelineno-2-6" href="#__codelineno-2-6"></a><span class="w"> </span><span class="s1">'ecs.s3.access-key-id'</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s1">'<Your-ecs-s3-access-key>'</span><span class="p">,</span> |
| <a id="__codelineno-2-7" name="__codelineno-2-7" href="#__codelineno-2-7"></a><span class="w"> </span><span class="s1">'ecs.s3.secret-access-key'</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s1">'<Your-ecs-s3-secret-access-key>'</span><span class="p">);</span> |
| </code></pre></div> |
| <p>Then, you can run <code>USE CATALOG my_catalog</code>, <code>SHOW DATABASES</code>, and <code>SHOW TABLES</code> to fetch the namespaces and tables of the catalog.</p> |
| <h3 id="limitations">Limitations<a class="headerlink" href="#limitations" title="Permanent link">🔗</a></h3> |
| <p>When you use the catalog with Dell ECS only, you should care about these limitations:</p> |
| <ol> |
| <li><code>RENAME</code> statements are supported without other protections. When you try to rename a table, you need to guarantee all commits are finished in the original table.</li> |
| <li><code>RENAME</code> statements only rename the table without moving any data files. This can lead to a table's data being stored in a path outside of the configured warehouse path.</li> |
| <li>The CAS operations used by table commits are based on the checksum of the object. There is a very small probability of a checksum conflict.</li> |
| </ol> |
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