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| |
| <h1 id="iceberg-java-api">Iceberg Java API<a class="headerlink" href="#iceberg-java-api" title="Permanent link">🔗</a></h1> |
| <h2 id="tables">Tables<a class="headerlink" href="#tables" title="Permanent link">🔗</a></h2> |
| <p>The main purpose of the Iceberg API is to manage table metadata, like schema, partition spec, metadata, and data files that store table data.</p> |
| <p>Table metadata and operations are accessed through the <code>Table</code> interface. This interface will return table information.</p> |
| <h3 id="table-metadata">Table metadata<a class="headerlink" href="#table-metadata" title="Permanent link">🔗</a></h3> |
| <p>The <a href="../../../javadoc/1.5.2/?org/apache/iceberg/Table.html"><code>Table</code> interface</a> provides access to the table metadata:</p> |
| <ul> |
| <li><code>schema</code> returns the current table <a href="../schemas/">schema</a></li> |
| <li><code>spec</code> returns the current table partition spec</li> |
| <li><code>properties</code> returns a map of key-value <a href="../configuration/">properties</a></li> |
| <li><code>currentSnapshot</code> returns the current table snapshot</li> |
| <li><code>snapshots</code> returns all valid snapshots for the table</li> |
| <li><code>snapshot(id)</code> returns a specific snapshot by ID</li> |
| <li><code>location</code> returns the table's base location</li> |
| </ul> |
| <p>Tables also provide <code>refresh</code> to update the table to the latest version, and expose helpers:</p> |
| <ul> |
| <li><code>io</code> returns the <code>FileIO</code> used to read and write table files</li> |
| <li><code>locationProvider</code> returns a <code>LocationProvider</code> used to create paths for data and metadata files</li> |
| </ul> |
| <h3 id="scanning">Scanning<a class="headerlink" href="#scanning" title="Permanent link">🔗</a></h3> |
| <h4 id="file-level">File level<a class="headerlink" href="#file-level" title="Permanent link">🔗</a></h4> |
| <p>Iceberg table scans start by creating a <code>TableScan</code> object with <code>newScan</code>.</p> |
| <div class="highlight"><pre><span></span><code><a id="__codelineno-0-1" name="__codelineno-0-1" href="#__codelineno-0-1"></a><span class="n">TableScan</span><span class="w"> </span><span class="n">scan</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">table</span><span class="p">.</span><span class="na">newScan</span><span class="p">();</span> |
| </code></pre></div> |
| <p>To configure a scan, call <code>filter</code> and <code>select</code> on the <code>TableScan</code> to get a new <code>TableScan</code> with those changes.</p> |
| <div class="highlight"><pre><span></span><code><a id="__codelineno-1-1" name="__codelineno-1-1" href="#__codelineno-1-1"></a><span class="n">TableScan</span><span class="w"> </span><span class="n">filteredScan</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">scan</span><span class="p">.</span><span class="na">filter</span><span class="p">(</span><span class="n">Expressions</span><span class="p">.</span><span class="na">equal</span><span class="p">(</span><span class="s">"id"</span><span class="p">,</span><span class="w"> </span><span class="mi">5</span><span class="p">))</span> |
| </code></pre></div> |
| <p>Calls to configuration methods create a new <code>TableScan</code> so that each <code>TableScan</code> is immutable and won't change unexpectedly if shared across threads.</p> |
| <p>When a scan is configured, <code>planFiles</code>, <code>planTasks</code>, and <code>schema</code> are used to return files, tasks, and the read projection.</p> |
| <div class="highlight"><pre><span></span><code><a id="__codelineno-2-1" name="__codelineno-2-1" href="#__codelineno-2-1"></a><span class="n">TableScan</span><span class="w"> </span><span class="n">scan</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">table</span><span class="p">.</span><span class="na">newScan</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="p">.</span><span class="na">filter</span><span class="p">(</span><span class="n">Expressions</span><span class="p">.</span><span class="na">equal</span><span class="p">(</span><span class="s">"id"</span><span class="p">,</span><span class="w"> </span><span class="mi">5</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="p">.</span><span class="na">select</span><span class="p">(</span><span class="s">"id"</span><span class="p">,</span><span class="w"> </span><span class="s">"data"</span><span class="p">);</span> |
| <a id="__codelineno-2-4" name="__codelineno-2-4" href="#__codelineno-2-4"></a> |
| <a id="__codelineno-2-5" name="__codelineno-2-5" href="#__codelineno-2-5"></a><span class="n">Schema</span><span class="w"> </span><span class="n">projection</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">scan</span><span class="p">.</span><span class="na">schema</span><span class="p">();</span> |
| <a id="__codelineno-2-6" name="__codelineno-2-6" href="#__codelineno-2-6"></a><span class="n">Iterable</span><span class="o"><</span><span class="n">CombinedScanTask</span><span class="o">></span><span class="w"> </span><span class="n">tasks</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">scan</span><span class="p">.</span><span class="na">planTasks</span><span class="p">();</span> |
| </code></pre></div> |
| <p>Use <code>asOfTime</code> or <code>useSnapshot</code> to configure the table snapshot for time travel queries.</p> |
| <h4 id="row-level">Row level<a class="headerlink" href="#row-level" title="Permanent link">🔗</a></h4> |
| <p>Iceberg table scans start by creating a <code>ScanBuilder</code> object with <code>IcebergGenerics.read</code>.</p> |
| <div class="highlight"><pre><span></span><code><a id="__codelineno-3-1" name="__codelineno-3-1" href="#__codelineno-3-1"></a><span class="n">ScanBuilder</span><span class="w"> </span><span class="n">scanBuilder</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">IcebergGenerics</span><span class="p">.</span><span class="na">read</span><span class="p">(</span><span class="n">table</span><span class="p">)</span> |
| </code></pre></div> |
| <p>To configure a scan, call <code>where</code> and <code>select</code> on the <code>ScanBuilder</code> to get a new <code>ScanBuilder</code> with those changes.</p> |
| <div class="highlight"><pre><span></span><code><a id="__codelineno-4-1" name="__codelineno-4-1" href="#__codelineno-4-1"></a><span class="n">scanBuilder</span><span class="p">.</span><span class="na">where</span><span class="p">(</span><span class="n">Expressions</span><span class="p">.</span><span class="na">equal</span><span class="p">(</span><span class="s">"id"</span><span class="p">,</span><span class="w"> </span><span class="mi">5</span><span class="p">))</span> |
| </code></pre></div> |
| <p>When a scan is configured, call method <code>build</code> to execute scan. <code>build</code> return <code>CloseableIterable<Record></code></p> |
| <p><div class="highlight"><pre><span></span><code><a id="__codelineno-5-1" name="__codelineno-5-1" href="#__codelineno-5-1"></a><span class="n">CloseableIterable</span><span class="o"><</span><span class="n">Record</span><span class="o">></span><span class="w"> </span><span class="n">result</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">IcebergGenerics</span><span class="p">.</span><span class="na">read</span><span class="p">(</span><span class="n">table</span><span class="p">)</span> |
| <a id="__codelineno-5-2" name="__codelineno-5-2" href="#__codelineno-5-2"></a><span class="w"> </span><span class="p">.</span><span class="na">where</span><span class="p">(</span><span class="n">Expressions</span><span class="p">.</span><span class="na">lessThan</span><span class="p">(</span><span class="s">"id"</span><span class="p">,</span><span class="w"> </span><span class="mi">5</span><span class="p">))</span> |
| <a id="__codelineno-5-3" name="__codelineno-5-3" href="#__codelineno-5-3"></a><span class="w"> </span><span class="p">.</span><span class="na">build</span><span class="p">();</span> |
| </code></pre></div> |
| where <code>Record</code> is Iceberg record for iceberg-data module <code>org.apache.iceberg.data.Record</code>.</p> |
| <h3 id="update-operations">Update operations<a class="headerlink" href="#update-operations" title="Permanent link">🔗</a></h3> |
| <p><code>Table</code> also exposes operations that update the table. These operations use a builder pattern, <a href="../../../javadoc/1.5.2/?org/apache/iceberg/PendingUpdate.html"><code>PendingUpdate</code></a>, that commits when <code>PendingUpdate#commit</code> is called.</p> |
| <p>For example, updating the table schema is done by calling <code>updateSchema</code>, adding updates to the builder, and finally calling <code>commit</code> to commit the pending changes to the table:</p> |
| <div class="highlight"><pre><span></span><code><a id="__codelineno-6-1" name="__codelineno-6-1" href="#__codelineno-6-1"></a><span class="n">table</span><span class="p">.</span><span class="na">updateSchema</span><span class="p">()</span> |
| <a id="__codelineno-6-2" name="__codelineno-6-2" href="#__codelineno-6-2"></a><span class="w"> </span><span class="p">.</span><span class="na">addColumn</span><span class="p">(</span><span class="s">"count"</span><span class="p">,</span><span class="w"> </span><span class="n">Types</span><span class="p">.</span><span class="na">LongType</span><span class="p">.</span><span class="na">get</span><span class="p">())</span> |
| <a id="__codelineno-6-3" name="__codelineno-6-3" href="#__codelineno-6-3"></a><span class="w"> </span><span class="p">.</span><span class="na">commit</span><span class="p">();</span> |
| </code></pre></div> |
| <p>Available operations to update a table are:</p> |
| <ul> |
| <li><code>updateSchema</code> -- update the table schema</li> |
| <li><code>updateProperties</code> -- update table properties</li> |
| <li><code>updateLocation</code> -- update the table's base location</li> |
| <li><code>newAppend</code> -- used to append data files</li> |
| <li><code>newFastAppend</code> -- used to append data files, will not compact metadata</li> |
| <li><code>newOverwrite</code> -- used to append data files and remove files that are overwritten</li> |
| <li><code>newDelete</code> -- used to delete data files</li> |
| <li><code>newRewrite</code> -- used to rewrite data files; will replace existing files with new versions</li> |
| <li><code>newTransaction</code> -- create a new table-level transaction</li> |
| <li><code>rewriteManifests</code> -- rewrite manifest data by clustering files, for faster scan planning</li> |
| <li><code>rollback</code> -- rollback the table state to a specific snapshot</li> |
| </ul> |
| <h3 id="transactions">Transactions<a class="headerlink" href="#transactions" title="Permanent link">🔗</a></h3> |
| <p>Transactions are used to commit multiple table changes in a single atomic operation. A transaction is used to create individual operations using factory methods, like <code>newAppend</code>, just like working with a <code>Table</code>. Operations created by a transaction are committed as a group when <code>commitTransaction</code> is called.</p> |
| <p>For example, deleting and appending a file in the same transaction: |
| <div class="highlight"><pre><span></span><code><a id="__codelineno-7-1" name="__codelineno-7-1" href="#__codelineno-7-1"></a><span class="n">Transaction</span><span class="w"> </span><span class="n">t</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">table</span><span class="p">.</span><span class="na">newTransaction</span><span class="p">();</span> |
| <a id="__codelineno-7-2" name="__codelineno-7-2" href="#__codelineno-7-2"></a> |
| <a id="__codelineno-7-3" name="__codelineno-7-3" href="#__codelineno-7-3"></a><span class="c1">// commit operations to the transaction</span> |
| <a id="__codelineno-7-4" name="__codelineno-7-4" href="#__codelineno-7-4"></a><span class="n">t</span><span class="p">.</span><span class="na">newDelete</span><span class="p">().</span><span class="na">deleteFromRowFilter</span><span class="p">(</span><span class="n">filter</span><span class="p">).</span><span class="na">commit</span><span class="p">();</span> |
| <a id="__codelineno-7-5" name="__codelineno-7-5" href="#__codelineno-7-5"></a><span class="n">t</span><span class="p">.</span><span class="na">newAppend</span><span class="p">().</span><span class="na">appendFile</span><span class="p">(</span><span class="n">data</span><span class="p">).</span><span class="na">commit</span><span class="p">();</span> |
| <a id="__codelineno-7-6" name="__codelineno-7-6" href="#__codelineno-7-6"></a> |
| <a id="__codelineno-7-7" name="__codelineno-7-7" href="#__codelineno-7-7"></a><span class="c1">// commit all the changes to the table</span> |
| <a id="__codelineno-7-8" name="__codelineno-7-8" href="#__codelineno-7-8"></a><span class="n">t</span><span class="p">.</span><span class="na">commitTransaction</span><span class="p">();</span> |
| </code></pre></div></p> |
| <h2 id="types">Types<a class="headerlink" href="#types" title="Permanent link">🔗</a></h2> |
| <p>Iceberg data types are located in the <a href="../../../javadoc/1.5.2/?org/apache/iceberg/types/package-summary.html"><code>org.apache.iceberg.types</code> package</a>.</p> |
| <h3 id="primitives">Primitives<a class="headerlink" href="#primitives" title="Permanent link">🔗</a></h3> |
| <p>Primitive type instances are available from static methods in each type class. Types without parameters use <code>get</code>, and types like <code>decimal</code> use factory methods:</p> |
| <div class="highlight"><pre><span></span><code><a id="__codelineno-8-1" name="__codelineno-8-1" href="#__codelineno-8-1"></a><span class="n">Types</span><span class="p">.</span><span class="na">IntegerType</span><span class="p">.</span><span class="na">get</span><span class="p">()</span><span class="w"> </span><span class="c1">// int</span> |
| <a id="__codelineno-8-2" name="__codelineno-8-2" href="#__codelineno-8-2"></a><span class="n">Types</span><span class="p">.</span><span class="na">DoubleType</span><span class="p">.</span><span class="na">get</span><span class="p">()</span><span class="w"> </span><span class="c1">// double</span> |
| <a id="__codelineno-8-3" name="__codelineno-8-3" href="#__codelineno-8-3"></a><span class="n">Types</span><span class="p">.</span><span class="na">DecimalType</span><span class="p">.</span><span class="na">of</span><span class="p">(</span><span class="mi">9</span><span class="p">,</span><span class="w"> </span><span class="mi">2</span><span class="p">)</span><span class="w"> </span><span class="c1">// decimal(9, 2)</span> |
| </code></pre></div> |
| <h3 id="nested-types">Nested types<a class="headerlink" href="#nested-types" title="Permanent link">🔗</a></h3> |
| <p>Structs, maps, and lists are created using factory methods in type classes.</p> |
| <p>Like struct fields, map keys or values and list elements are tracked as nested fields. Nested fields track <a href="../evolution/#correctness">field IDs</a> and nullability.</p> |
| <p>Struct fields are created using <code>NestedField.optional</code> or <code>NestedField.required</code>. Map value and list element nullability is set in the map and list factory methods.</p> |
| <p><div class="highlight"><pre><span></span><code><a id="__codelineno-9-1" name="__codelineno-9-1" href="#__codelineno-9-1"></a><span class="c1">// struct<1 id: int, 2 data: optional string></span> |
| <a id="__codelineno-9-2" name="__codelineno-9-2" href="#__codelineno-9-2"></a><span class="n">StructType</span><span class="w"> </span><span class="n">struct</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Struct</span><span class="p">.</span><span class="na">of</span><span class="p">(</span> |
| <a id="__codelineno-9-3" name="__codelineno-9-3" href="#__codelineno-9-3"></a><span class="w"> </span><span class="n">Types</span><span class="p">.</span><span class="na">NestedField</span><span class="p">.</span><span class="na">required</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span><span class="w"> </span><span class="s">"id"</span><span class="p">,</span><span class="w"> </span><span class="n">Types</span><span class="p">.</span><span class="na">IntegerType</span><span class="p">.</span><span class="na">get</span><span class="p">()),</span> |
| <a id="__codelineno-9-4" name="__codelineno-9-4" href="#__codelineno-9-4"></a><span class="w"> </span><span class="n">Types</span><span class="p">.</span><span class="na">NestedField</span><span class="p">.</span><span class="na">optional</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span><span class="w"> </span><span class="s">"data"</span><span class="p">,</span><span class="w"> </span><span class="n">Types</span><span class="p">.</span><span class="na">StringType</span><span class="p">.</span><span class="na">get</span><span class="p">())</span> |
| <a id="__codelineno-9-5" name="__codelineno-9-5" href="#__codelineno-9-5"></a><span class="w"> </span><span class="p">)</span> |
| </code></pre></div> |
| <div class="highlight"><pre><span></span><code><a id="__codelineno-10-1" name="__codelineno-10-1" href="#__codelineno-10-1"></a><span class="c1">// map<1 key: int, 2 value: optional string></span> |
| <a id="__codelineno-10-2" name="__codelineno-10-2" href="#__codelineno-10-2"></a><span class="n">MapType</span><span class="w"> </span><span class="n">map</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">MapType</span><span class="p">.</span><span class="na">ofOptional</span><span class="p">(</span> |
| <a id="__codelineno-10-3" name="__codelineno-10-3" href="#__codelineno-10-3"></a><span class="w"> </span><span class="mi">1</span><span class="p">,</span><span class="w"> </span><span class="mi">2</span><span class="p">,</span> |
| <a id="__codelineno-10-4" name="__codelineno-10-4" href="#__codelineno-10-4"></a><span class="w"> </span><span class="n">Types</span><span class="p">.</span><span class="na">IntegerType</span><span class="p">.</span><span class="na">get</span><span class="p">(),</span> |
| <a id="__codelineno-10-5" name="__codelineno-10-5" href="#__codelineno-10-5"></a><span class="w"> </span><span class="n">Types</span><span class="p">.</span><span class="na">StringType</span><span class="p">.</span><span class="na">get</span><span class="p">()</span> |
| <a id="__codelineno-10-6" name="__codelineno-10-6" href="#__codelineno-10-6"></a><span class="w"> </span><span class="p">)</span> |
| </code></pre></div> |
| <div class="highlight"><pre><span></span><code><a id="__codelineno-11-1" name="__codelineno-11-1" href="#__codelineno-11-1"></a><span class="c1">// array<1 element: int></span> |
| <a id="__codelineno-11-2" name="__codelineno-11-2" href="#__codelineno-11-2"></a><span class="n">ListType</span><span class="w"> </span><span class="n">list</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ListType</span><span class="p">.</span><span class="na">ofRequired</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span><span class="w"> </span><span class="n">IntegerType</span><span class="p">.</span><span class="na">get</span><span class="p">());</span> |
| </code></pre></div></p> |
| <h2 id="expressions">Expressions<a class="headerlink" href="#expressions" title="Permanent link">🔗</a></h2> |
| <p>Iceberg's expressions are used to configure table scans. To create expressions, use the factory methods in <a href="../../../javadoc/1.5.2/?org/apache/iceberg/expressions/Expressions.html"><code>Expressions</code></a>.</p> |
| <p>Supported predicate expressions are:</p> |
| <ul> |
| <li><code>isNull</code></li> |
| <li><code>notNull</code></li> |
| <li><code>equal</code></li> |
| <li><code>notEqual</code></li> |
| <li><code>lessThan</code></li> |
| <li><code>lessThanOrEqual</code></li> |
| <li><code>greaterThan</code></li> |
| <li><code>greaterThanOrEqual</code></li> |
| <li><code>in</code></li> |
| <li><code>notIn</code></li> |
| <li><code>startsWith</code></li> |
| <li><code>notStartsWith</code></li> |
| </ul> |
| <p>Supported expression operations are:</p> |
| <ul> |
| <li><code>and</code></li> |
| <li><code>or</code></li> |
| <li><code>not</code></li> |
| </ul> |
| <p>Constant expressions are:</p> |
| <ul> |
| <li><code>alwaysTrue</code></li> |
| <li><code>alwaysFalse</code></li> |
| </ul> |
| <h3 id="expression-binding">Expression binding<a class="headerlink" href="#expression-binding" title="Permanent link">🔗</a></h3> |
| <p>When created, expressions are unbound. Before an expression is used, it will be bound to a data type to find the field ID the expression name represents, and to convert predicate literals.</p> |
| <p>For example, before using the expression <code>lessThan("x", 10)</code>, Iceberg needs to determine which column <code>"x"</code> refers to and convert <code>10</code> to that column's data type.</p> |
| <p>If the expression could be bound to the type <code>struct<1 x: long, 2 y: long></code> or to <code>struct<11 x: int, 12 y: int></code>.</p> |
| <h3 id="expression-example">Expression example<a class="headerlink" href="#expression-example" title="Permanent link">🔗</a></h3> |
| <div class="highlight"><pre><span></span><code><a id="__codelineno-12-1" name="__codelineno-12-1" href="#__codelineno-12-1"></a><span class="n">table</span><span class="p">.</span><span class="na">newScan</span><span class="p">()</span> |
| <a id="__codelineno-12-2" name="__codelineno-12-2" href="#__codelineno-12-2"></a><span class="w"> </span><span class="p">.</span><span class="na">filter</span><span class="p">(</span><span class="n">Expressions</span><span class="p">.</span><span class="na">greaterThanOrEqual</span><span class="p">(</span><span class="s">"x"</span><span class="p">,</span><span class="w"> </span><span class="mi">5</span><span class="p">))</span> |
| <a id="__codelineno-12-3" name="__codelineno-12-3" href="#__codelineno-12-3"></a><span class="w"> </span><span class="p">.</span><span class="na">filter</span><span class="p">(</span><span class="n">Expressions</span><span class="p">.</span><span class="na">lessThan</span><span class="p">(</span><span class="s">"x"</span><span class="p">,</span><span class="w"> </span><span class="mi">10</span><span class="p">))</span> |
| </code></pre></div> |
| <h2 id="modules">Modules<a class="headerlink" href="#modules" title="Permanent link">🔗</a></h2> |
| <p>Iceberg table support is organized in library modules:</p> |
| <ul> |
| <li><code>iceberg-common</code> contains utility classes used in other modules</li> |
| <li><code>iceberg-api</code> contains the public Iceberg API, including expressions, types, tables, and operations</li> |
| <li><code>iceberg-arrow</code> is an implementation of the Iceberg type system for reading and writing data stored in Iceberg tables using Apache Arrow as the in-memory data format</li> |
| <li><code>iceberg-aws</code> contains implementations of the Iceberg API to be used with tables stored on AWS S3 and/or for tables defined using the AWS Glue data catalog</li> |
| <li><code>iceberg-core</code> contains implementations of the Iceberg API and support for Avro data files, <strong>this is what processing engines should depend on</strong></li> |
| <li><code>iceberg-parquet</code> is an optional module for working with tables backed by Parquet files</li> |
| <li><code>iceberg-orc</code> is an optional module for working with tables backed by ORC files (<em>experimental</em>)</li> |
| <li><code>iceberg-hive-metastore</code> is an implementation of Iceberg tables backed by the Hive metastore Thrift client</li> |
| </ul> |
| <p>This project Iceberg also has modules for adding Iceberg support to processing engines and associated tooling:</p> |
| <ul> |
| <li><code>iceberg-spark</code> is an implementation of Spark's Datasource V2 API for Iceberg with submodules for each spark versions (use runtime jars for a shaded version)</li> |
| <li><code>iceberg-flink</code> is an implementation of Flink's Table and DataStream API for Iceberg (use iceberg-flink-runtime for a shaded version)</li> |
| <li><code>iceberg-hive3</code> is an implementation of Hive 3 specific SerDe's for Timestamp, TimestampWithZone, and Date object inspectors (use iceberg-hive-runtime for a shaded version).</li> |
| <li><code>iceberg-mr</code> is an implementation of MapReduce and Hive InputFormats and SerDes for Iceberg (use iceberg-hive-runtime for a shaded version for use with Hive)</li> |
| <li><code>iceberg-nessie</code> is a module used to integrate Iceberg table metadata history and operations with <a href="https://projectnessie.org/">Project Nessie</a></li> |
| <li><code>iceberg-data</code> is a client library used to read Iceberg tables from JVM applications</li> |
| <li><code>iceberg-pig</code> is an implementation of Pig's LoadFunc API for Iceberg</li> |
| <li><code>iceberg-runtime</code> generates a shaded runtime jar for Spark to integrate with iceberg tables</li> |
| </ul> |
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