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| |
| <h1 id="flink-configuration">Flink Configuration<a class="headerlink" href="#flink-configuration" title="Permanent link">🔗</a></h1> |
| <h2 id="catalog-configuration">Catalog Configuration<a class="headerlink" href="#catalog-configuration" title="Permanent link">🔗</a></h2> |
| <p>A catalog is created and named by executing the following query (replace <code><catalog_name></code> with your catalog name and |
| <code><config_key></code>=<code><config_value></code> with catalog implementation config):</p> |
| <div class="highlight"><pre><span></span><code><a id="__codelineno-0-1" name="__codelineno-0-1" href="#__codelineno-0-1"></a><span class="k">CREATE</span><span class="w"> </span><span class="k">CATALOG</span><span class="w"> </span><span class="o"><</span><span class="k">catalog_name</span><span class="o">></span><span class="w"> </span><span class="k">WITH</span><span class="w"> </span><span class="p">(</span> |
| <a id="__codelineno-0-2" name="__codelineno-0-2" href="#__codelineno-0-2"></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-0-3" name="__codelineno-0-3" href="#__codelineno-0-3"></a><span class="w"> </span><span class="o">`<</span><span class="n">config_key</span><span class="o">>`=`<</span><span class="n">config_value</span><span class="o">>`</span> |
| <a id="__codelineno-0-4" name="__codelineno-0-4" href="#__codelineno-0-4"></a><span class="p">);</span><span class="w"> </span> |
| </code></pre></div> |
| <p>The following properties can be set globally and are not limited to a specific catalog implementation:</p> |
| <table> |
| <thead> |
| <tr> |
| <th>Property</th> |
| <th>Required</th> |
| <th>Values</th> |
| <th>Description</th> |
| </tr> |
| </thead> |
| <tbody> |
| <tr> |
| <td>type</td> |
| <td>✔️</td> |
| <td>iceberg</td> |
| <td>Must be <code>iceberg</code>.</td> |
| </tr> |
| <tr> |
| <td>catalog-type</td> |
| <td></td> |
| <td><code>hive</code>, <code>hadoop</code>, <code>rest</code>, <code>glue</code>, <code>jdbc</code> or <code>nessie</code></td> |
| <td>The underlying Iceberg catalog implementation, <code>HiveCatalog</code>, <code>HadoopCatalog</code>, <code>RESTCatalog</code>, <code>GlueCatalog</code>, <code>JdbcCatalog</code>, <code>NessieCatalog</code> or left unset if using a custom catalog implementation via catalog-impl</td> |
| </tr> |
| <tr> |
| <td>catalog-impl</td> |
| <td></td> |
| <td></td> |
| <td>The fully-qualified class name of a custom catalog implementation. Must be set if <code>catalog-type</code> is unset.</td> |
| </tr> |
| <tr> |
| <td>property-version</td> |
| <td></td> |
| <td></td> |
| <td>Version number to describe the property version. This property can be used for backwards compatibility in case the property format changes. The current property version is <code>1</code>.</td> |
| </tr> |
| <tr> |
| <td>cache-enabled</td> |
| <td></td> |
| <td><code>true</code> or <code>false</code></td> |
| <td>Whether to enable catalog cache, default value is <code>true</code>.</td> |
| </tr> |
| <tr> |
| <td>cache.expiration-interval-ms</td> |
| <td></td> |
| <td></td> |
| <td>How long catalog entries are locally cached, in milliseconds; negative values like <code>-1</code> will disable expiration, value 0 is not allowed to set. default value is <code>-1</code>.</td> |
| </tr> |
| </tbody> |
| </table> |
| <p>The following properties can be set if using the Hive catalog:</p> |
| <table> |
| <thead> |
| <tr> |
| <th>Property</th> |
| <th>Required</th> |
| <th>Values</th> |
| <th>Description</th> |
| </tr> |
| </thead> |
| <tbody> |
| <tr> |
| <td>uri</td> |
| <td>✔️</td> |
| <td></td> |
| <td>The Hive metastore's thrift URI.</td> |
| </tr> |
| <tr> |
| <td>clients</td> |
| <td></td> |
| <td></td> |
| <td>The Hive metastore client pool size, default value is 2.</td> |
| </tr> |
| <tr> |
| <td>warehouse</td> |
| <td></td> |
| <td></td> |
| <td>The Hive warehouse location, users should specify this path if neither set the <code>hive-conf-dir</code> to specify a location containing a <code>hive-site.xml</code> configuration file nor add a correct <code>hive-site.xml</code> to classpath.</td> |
| </tr> |
| <tr> |
| <td>hive-conf-dir</td> |
| <td></td> |
| <td></td> |
| <td>Path to a directory containing a <code>hive-site.xml</code> configuration file which will be used to provide custom Hive configuration values. The value of <code>hive.metastore.warehouse.dir</code> from <code><hive-conf-dir>/hive-site.xml</code> (or hive configure file from classpath) will be overwritten with the <code>warehouse</code> value if setting both <code>hive-conf-dir</code> and <code>warehouse</code> when creating iceberg catalog.</td> |
| </tr> |
| <tr> |
| <td>hadoop-conf-dir</td> |
| <td></td> |
| <td></td> |
| <td>Path to a directory containing <code>core-site.xml</code> and <code>hdfs-site.xml</code> configuration files which will be used to provide custom Hadoop configuration values.</td> |
| </tr> |
| </tbody> |
| </table> |
| <p>The following properties can be set if using the Hadoop catalog:</p> |
| <table> |
| <thead> |
| <tr> |
| <th>Property</th> |
| <th>Required</th> |
| <th>Values</th> |
| <th>Description</th> |
| </tr> |
| </thead> |
| <tbody> |
| <tr> |
| <td>warehouse</td> |
| <td>✔️</td> |
| <td></td> |
| <td>The HDFS directory to store metadata files and data files.</td> |
| </tr> |
| </tbody> |
| </table> |
| <p>The following properties can be set if using the REST catalog:</p> |
| <table> |
| <thead> |
| <tr> |
| <th>Property</th> |
| <th>Required</th> |
| <th>Values</th> |
| <th>Description</th> |
| </tr> |
| </thead> |
| <tbody> |
| <tr> |
| <td>uri</td> |
| <td>✔️</td> |
| <td></td> |
| <td>The URL to the REST Catalog.</td> |
| </tr> |
| <tr> |
| <td>credential</td> |
| <td></td> |
| <td></td> |
| <td>A credential to exchange for a token in the OAuth2 client credentials flow.</td> |
| </tr> |
| <tr> |
| <td>token</td> |
| <td></td> |
| <td></td> |
| <td>A token which will be used to interact with the server.</td> |
| </tr> |
| </tbody> |
| </table> |
| <h2 id="runtime-configuration">Runtime configuration<a class="headerlink" href="#runtime-configuration" title="Permanent link">🔗</a></h2> |
| <h3 id="read-options">Read options<a class="headerlink" href="#read-options" title="Permanent link">🔗</a></h3> |
| <p>Flink read options are passed when configuring the Flink IcebergSource:</p> |
| <div class="highlight"><pre><span></span><code><a id="__codelineno-1-1" name="__codelineno-1-1" href="#__codelineno-1-1"></a>IcebergSource.forRowData() |
| <a id="__codelineno-1-2" name="__codelineno-1-2" href="#__codelineno-1-2"></a> .tableLoader(TableLoader.fromCatalog(...)) |
| <a id="__codelineno-1-3" name="__codelineno-1-3" href="#__codelineno-1-3"></a> .assignerFactory(new SimpleSplitAssignerFactory()) |
| <a id="__codelineno-1-4" name="__codelineno-1-4" href="#__codelineno-1-4"></a> .streaming(true) |
| <a id="__codelineno-1-5" name="__codelineno-1-5" href="#__codelineno-1-5"></a> .streamingStartingStrategy(StreamingStartingStrategy.INCREMENTAL_FROM_SNAPSHOT_ID) |
| <a id="__codelineno-1-6" name="__codelineno-1-6" href="#__codelineno-1-6"></a> .startSnapshotId(3821550127947089987L) |
| <a id="__codelineno-1-7" name="__codelineno-1-7" href="#__codelineno-1-7"></a> .monitorInterval(Duration.ofMillis(10L)) // or .set("monitor-interval", "10s") \ set(FlinkReadOptions.MONITOR_INTERVAL, "10s") |
| <a id="__codelineno-1-8" name="__codelineno-1-8" href="#__codelineno-1-8"></a> .build() |
| </code></pre></div> |
| <p>For Flink SQL, read options can be passed in via SQL hints like this:</p> |
| <div class="highlight"><pre><span></span><code><a id="__codelineno-2-1" name="__codelineno-2-1" href="#__codelineno-2-1"></a>SELECT * FROM tableName /*+ OPTIONS('monitor-interval'='10s') */ |
| <a id="__codelineno-2-2" name="__codelineno-2-2" href="#__codelineno-2-2"></a>... |
| </code></pre></div> |
| <p>Options can be passed in via Flink configuration, which will be applied to current session. Note that not all options support this mode.</p> |
| <div class="highlight"><pre><span></span><code><a id="__codelineno-3-1" name="__codelineno-3-1" href="#__codelineno-3-1"></a>env.getConfig() |
| <a id="__codelineno-3-2" name="__codelineno-3-2" href="#__codelineno-3-2"></a> .getConfiguration() |
| <a id="__codelineno-3-3" name="__codelineno-3-3" href="#__codelineno-3-3"></a> .set(FlinkReadOptions.SPLIT_FILE_OPEN_COST_OPTION, 1000L); |
| <a id="__codelineno-3-4" name="__codelineno-3-4" href="#__codelineno-3-4"></a>... |
| </code></pre></div> |
| <p><code>Read option</code> has the highest priority, followed by <code>Flink configuration</code> and then <code>Table property</code>.</p> |
| <table> |
| <thead> |
| <tr> |
| <th>Read option</th> |
| <th>Flink configuration</th> |
| <th>Table property</th> |
| <th>Default</th> |
| <th>Description</th> |
| </tr> |
| </thead> |
| <tbody> |
| <tr> |
| <td>snapshot-id</td> |
| <td>N/A</td> |
| <td>N/A</td> |
| <td>null</td> |
| <td>For time travel in batch mode. Read data from the specified snapshot-id.</td> |
| </tr> |
| <tr> |
| <td>case-sensitive</td> |
| <td>connector.iceberg.case-sensitive</td> |
| <td>N/A</td> |
| <td>false</td> |
| <td>If true, match column name in a case sensitive way.</td> |
| </tr> |
| <tr> |
| <td>as-of-timestamp</td> |
| <td>N/A</td> |
| <td>N/A</td> |
| <td>null</td> |
| <td>For time travel in batch mode. Read data from the most recent snapshot as of the given time in milliseconds.</td> |
| </tr> |
| <tr> |
| <td>starting-strategy</td> |
| <td>connector.iceberg.starting-strategy</td> |
| <td>N/A</td> |
| <td>INCREMENTAL_FROM_LATEST_SNAPSHOT</td> |
| <td>Starting strategy for streaming execution. TABLE_SCAN_THEN_INCREMENTAL: Do a regular table scan then switch to the incremental mode. The incremental mode starts from the current snapshot exclusive. INCREMENTAL_FROM_LATEST_SNAPSHOT: Start incremental mode from the latest snapshot inclusive. If it is an empty map, all future append snapshots should be discovered. INCREMENTAL_FROM_EARLIEST_SNAPSHOT: Start incremental mode from the earliest snapshot inclusive. If it is an empty map, all future append snapshots should be discovered. INCREMENTAL_FROM_SNAPSHOT_ID: Start incremental mode from a snapshot with a specific id inclusive. INCREMENTAL_FROM_SNAPSHOT_TIMESTAMP: Start incremental mode from a snapshot with a specific timestamp inclusive. If the timestamp is between two snapshots, it should start from the snapshot after the timestamp. Just for FIP27 Source.</td> |
| </tr> |
| <tr> |
| <td>start-snapshot-timestamp</td> |
| <td>N/A</td> |
| <td>N/A</td> |
| <td>null</td> |
| <td>Start to read data from the most recent snapshot as of the given time in milliseconds.</td> |
| </tr> |
| <tr> |
| <td>start-snapshot-id</td> |
| <td>N/A</td> |
| <td>N/A</td> |
| <td>null</td> |
| <td>Start to read data from the specified snapshot-id.</td> |
| </tr> |
| <tr> |
| <td>end-snapshot-id</td> |
| <td>N/A</td> |
| <td>N/A</td> |
| <td>The latest snapshot id</td> |
| <td>Specifies the end snapshot.</td> |
| </tr> |
| <tr> |
| <td>branch</td> |
| <td>N/A</td> |
| <td>N/A</td> |
| <td>main</td> |
| <td>Specifies the branch to read from in batch mode</td> |
| </tr> |
| <tr> |
| <td>tag</td> |
| <td>N/A</td> |
| <td>N/A</td> |
| <td>null</td> |
| <td>Specifies the tag to read from in batch mode</td> |
| </tr> |
| <tr> |
| <td>start-tag</td> |
| <td>N/A</td> |
| <td>N/A</td> |
| <td>null</td> |
| <td>Specifies the starting tag to read from for incremental reads</td> |
| </tr> |
| <tr> |
| <td>end-tag</td> |
| <td>N/A</td> |
| <td>N/A</td> |
| <td>null</td> |
| <td>Specifies the ending tag to to read from for incremental reads</td> |
| </tr> |
| <tr> |
| <td>split-size</td> |
| <td>connector.iceberg.split-size</td> |
| <td>read.split.target-size</td> |
| <td>128 MB</td> |
| <td>Target size when combining input splits.</td> |
| </tr> |
| <tr> |
| <td>split-lookback</td> |
| <td>connector.iceberg.split-file-open-cost</td> |
| <td>read.split.planning-lookback</td> |
| <td>10</td> |
| <td>Number of bins to consider when combining input splits.</td> |
| </tr> |
| <tr> |
| <td>split-file-open-cost</td> |
| <td>connector.iceberg.split-file-open-cost</td> |
| <td>read.split.open-file-cost</td> |
| <td>4MB</td> |
| <td>The estimated cost to open a file, used as a minimum weight when combining splits.</td> |
| </tr> |
| <tr> |
| <td>streaming</td> |
| <td>connector.iceberg.streaming</td> |
| <td>N/A</td> |
| <td>false</td> |
| <td>Sets whether the current task runs in streaming or batch mode.</td> |
| </tr> |
| <tr> |
| <td>monitor-interval</td> |
| <td>connector.iceberg.monitor-interval</td> |
| <td>N/A</td> |
| <td>60s</td> |
| <td>Monitor interval to discover splits from new snapshots. Applicable only for streaming read.</td> |
| </tr> |
| <tr> |
| <td>include-column-stats</td> |
| <td>connector.iceberg.include-column-stats</td> |
| <td>N/A</td> |
| <td>false</td> |
| <td>Create a new scan from this that loads the column stats with each data file. Column stats include: value count, null value count, lower bounds, and upper bounds.</td> |
| </tr> |
| <tr> |
| <td>max-planning-snapshot-count</td> |
| <td>connector.iceberg.max-planning-snapshot-count</td> |
| <td>N/A</td> |
| <td>Integer.MAX_VALUE</td> |
| <td>Max number of snapshots limited per split enumeration. Applicable only to streaming read.</td> |
| </tr> |
| <tr> |
| <td>limit</td> |
| <td>connector.iceberg.limit</td> |
| <td>N/A</td> |
| <td>-1</td> |
| <td>Limited output number of rows.</td> |
| </tr> |
| <tr> |
| <td>max-allowed-planning-failures</td> |
| <td>connector.iceberg.max-allowed-planning-failures</td> |
| <td>N/A</td> |
| <td>3</td> |
| <td>Max allowed consecutive failures for scan planning before failing the job. Set to -1 for never failing the job for scan planing failure.</td> |
| </tr> |
| <tr> |
| <td>watermark-column</td> |
| <td>connector.iceberg.watermark-column</td> |
| <td>N/A</td> |
| <td>null</td> |
| <td>Specifies the watermark column to use for watermark generation. If this option is present, the <code>splitAssignerFactory</code> will be overridden with <code>OrderedSplitAssignerFactory</code>.</td> |
| </tr> |
| <tr> |
| <td>watermark-column-time-unit</td> |
| <td>connector.iceberg.watermark-column-time-unit</td> |
| <td>N/A</td> |
| <td>TimeUnit.MICROSECONDS</td> |
| <td>Specifies the watermark time unit to use for watermark generation. The possible values are DAYS, HOURS, MINUTES, SECONDS, MILLISECONDS, MICROSECONDS, NANOSECONDS.</td> |
| </tr> |
| </tbody> |
| </table> |
| <h3 id="write-options">Write options<a class="headerlink" href="#write-options" title="Permanent link">🔗</a></h3> |
| <p>Flink write options are passed when configuring the FlinkSink, like this:</p> |
| <div class="highlight"><pre><span></span><code><a id="__codelineno-4-1" name="__codelineno-4-1" href="#__codelineno-4-1"></a>FlinkSink.Builder builder = FlinkSink.forRow(dataStream, SimpleDataUtil.FLINK_SCHEMA) |
| <a id="__codelineno-4-2" name="__codelineno-4-2" href="#__codelineno-4-2"></a> .table(table) |
| <a id="__codelineno-4-3" name="__codelineno-4-3" href="#__codelineno-4-3"></a> .tableLoader(tableLoader) |
| <a id="__codelineno-4-4" name="__codelineno-4-4" href="#__codelineno-4-4"></a> .set("write-format", "orc") |
| <a id="__codelineno-4-5" name="__codelineno-4-5" href="#__codelineno-4-5"></a> .set(FlinkWriteOptions.OVERWRITE_MODE, "true"); |
| </code></pre></div> |
| <p>For Flink SQL, write options can be passed in via SQL hints like this:</p> |
| <div class="highlight"><pre><span></span><code><a id="__codelineno-5-1" name="__codelineno-5-1" href="#__codelineno-5-1"></a>INSERT INTO tableName /*+ OPTIONS('upsert-enabled'='true') */ |
| <a id="__codelineno-5-2" name="__codelineno-5-2" href="#__codelineno-5-2"></a>... |
| </code></pre></div> |
| <table> |
| <thead> |
| <tr> |
| <th>Flink option</th> |
| <th>Default</th> |
| <th>Description</th> |
| </tr> |
| </thead> |
| <tbody> |
| <tr> |
| <td>write-format</td> |
| <td>Table write.format.default</td> |
| <td>File format to use for this write operation; parquet, avro, or orc</td> |
| </tr> |
| <tr> |
| <td>target-file-size-bytes</td> |
| <td>As per table property</td> |
| <td>Overrides this table's write.target-file-size-bytes</td> |
| </tr> |
| <tr> |
| <td>upsert-enabled</td> |
| <td>Table write.upsert.enabled</td> |
| <td>Overrides this table's write.upsert.enabled</td> |
| </tr> |
| <tr> |
| <td>overwrite-enabled</td> |
| <td>false</td> |
| <td>Overwrite the table's data, overwrite mode shouldn't be enable when configuring to use UPSERT data stream.</td> |
| </tr> |
| <tr> |
| <td>distribution-mode</td> |
| <td>Table write.distribution-mode</td> |
| <td>Overrides this table's write.distribution-mode</td> |
| </tr> |
| <tr> |
| <td>compression-codec</td> |
| <td>Table write.(fileformat).compression-codec</td> |
| <td>Overrides this table's compression codec for this write</td> |
| </tr> |
| <tr> |
| <td>compression-level</td> |
| <td>Table write.(fileformat).compression-level</td> |
| <td>Overrides this table's compression level for Parquet and Avro tables for this write</td> |
| </tr> |
| <tr> |
| <td>compression-strategy</td> |
| <td>Table write.orc.compression-strategy</td> |
| <td>Overrides this table's compression strategy for ORC tables for this write</td> |
| </tr> |
| <tr> |
| <td>write-parallelism</td> |
| <td>Upstream operator parallelism</td> |
| <td>Overrides the writer parallelism</td> |
| </tr> |
| </tbody> |
| </table> |
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