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| <p>You are viewing the documentation for a prerelease version.</p> |
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| <article class="doc"> |
| <h1 class="page">Time Window Compaction Strategy (TWCS)</h1> |
| <div id="preamble"> |
| <div class="sectionbody"> |
| <div id="twcs" class="admonitionblock important"> |
| <table> |
| <tr> |
| <td class="icon"> |
| <i class="fa icon-important" title="Important"></i> |
| </td> |
| <td class="content"> |
| <div class="paragraph"> |
| <p>The Unified Compaction Strategy (UCS) is the recommended compaction strategy for most workloads starting with Cassandra 5.0. |
| If you are creating new tables, use this strategy.</p> |
| </div> |
| </td> |
| </tr> |
| </table> |
| </div> |
| <div class="paragraph"> |
| <p>The <code>TimeWindowCompactionStrategy</code> (TWCS) is the recommended compaction strategy for time-series and expiring Time-To-Live (TTL) workloads. |
| If the workload has data grouped by timestamp, TWCS can be used to group SSTables by time window, and then drop entire SSTables when they expire. |
| Thus, disk space can be reclaimed much more reliably than when using STCS or LCS.</p> |
| </div> |
| <div class="paragraph"> |
| <p>TWCS compacts SSTables using a series of time windows buckets. |
| During the active time window, TWCS compacts all SSTables flushed from memory into larger SSTables using STCS. |
| At the end of the time period, all of these SSTables are compacted into a single SSTable based on the SSTable maximum timestamp. |
| Once the major compaction for a time window is completed, no further compaction of the data will ever occur. |
| The process starts over with the SSTables written in the next time window. |
| Notice that each TWCS time window contains varying amounts of data. |
| Then the next time window starts and the process repeats.</p> |
| </div> |
| </div> |
| </div> |
| <div class="sect1"> |
| <h2 id="timewindowcompactionstrategy-operational-concerns"><a class="anchor" href="#timewindowcompactionstrategy-operational-concerns"></a>TimeWindowCompactionStrategy Operational Concerns</h2> |
| <div class="sectionbody"> |
| <div class="paragraph"> |
| <p>The primary motivation for TWCS is to separate data on disk by timestamp and to allow fully expired SSTables to drop more efficiently. |
| One potential way this optimal behavior can be subverted is if data is written to SSTables out of order, with new data and old data in the same SSTable.</p> |
| </div> |
| <div class="paragraph"> |
| <p>Out of order data can appear in two ways:</p> |
| </div> |
| <div class="ulist"> |
| <ul> |
| <li> |
| <p>If the user mixes old data and new data in the traditional write path, the data will be comingled in the memtables and flushed into the same SSTable, where it will remain comingled.</p> |
| </li> |
| <li> |
| <p>If the user’s read requests for old data cause read repairs that pull old data into the current memtable, that data will be comingled and flushed into the same SSTable.</p> |
| </li> |
| </ul> |
| </div> |
| <div class="paragraph"> |
| <p>While TWCS tries to minimize the impact of comingled data, users should attempt to avoid this behavior. Specifically, users should avoid queries that explicitly set the timestamp via CQL <code>USING TIMESTAMP</code>. |
| Additionally, users should run frequent repairs (which streams data in such a way that it does not become comingled).</p> |
| </div> |
| <div class="admonitionblock important"> |
| <table> |
| <tr> |
| <td class="icon"> |
| <i class="fa icon-important" title="Important"></i> |
| </td> |
| <td class="content"> |
| <div class="paragraph"> |
| <p>The <code>SizeTieredCompactionStrategy</code> is the default compaction strategy. |
| Any other compaction strategy must be defined in the <code>cassandra.yaml</code> file.</p> |
| </div> |
| </td> |
| </tr> |
| </table> |
| </div> |
| </div> |
| </div> |
| <div class="sect1"> |
| <h2 id="twcs_options"><a class="anchor" href="#twcs_options"></a>TWCS Options</h2> |
| <div class="sectionbody"> |
| <table class="tableblock frame-all grid-all stretch"> |
| <colgroup> |
| <col style="width: 33.3333%;"> |
| <col style="width: 66.6667%;"> |
| </colgroup> |
| <thead> |
| <tr> |
| <th class="tableblock halign-left valign-top">Subproperty</th> |
| <th class="tableblock halign-left valign-top">Description</th> |
| </tr> |
| </thead> |
| <tbody> |
| <tr> |
| <td class="tableblock halign-left valign-top"><p class="tableblock">enabled</p></td> |
| <td class="tableblock halign-left valign-top"><p class="tableblock">Enables background compaction. |
| Default value: true</p></td> |
| </tr> |
| <tr> |
| <td class="tableblock halign-left valign-top"><p class="tableblock">tombstone_compaction_interval</p></td> |
| <td class="tableblock halign-left valign-top"><p class="tableblock">The minimum number of seconds after which an SSTable is created before Cassandra considers the SSTable for tombstone compaction. |
| An SSTable is eligible for tombstone compaction if the table exceeds the <code>tombstone_threshold</code> ratio. |
| Default value: 86400</p></td> |
| </tr> |
| <tr> |
| <td class="tableblock halign-left valign-top"><p class="tableblock">tombstone_threshold</p></td> |
| <td class="tableblock halign-left valign-top"><p class="tableblock">The ratio of garbage-collectable tombstones to all contained columns. |
| If the ratio exceeds this limit, Cassandra starts compaction on that table alone, to purge the tombstones. |
| Default value: 0.2</p></td> |
| </tr> |
| <tr> |
| <td class="tableblock halign-left valign-top"><p class="tableblock">unchecked_tombstone_compaction</p></td> |
| <td class="tableblock halign-left valign-top"><p class="tableblock">If set to <code>true</code>, allows Cassandra to run tombstone compaction without pre-checking which tables are eligible for this operation. |
| Even without this pre-check, Cassandra checks an SSTable to make sure it is safe to drop tombstones. |
| Default value: false</p></td> |
| </tr> |
| <tr> |
| <td class="tableblock halign-left valign-top"><p class="tableblock">log_all</p></td> |
| <td class="tableblock halign-left valign-top"><p class="tableblock">Activates advanced logging for the entire cluster. |
| Default value: false</p></td> |
| </tr> |
| <tr> |
| <td class="tableblock halign-left valign-top"><p class="tableblock">compaction_window_unit</p></td> |
| <td class="tableblock halign-left valign-top"><p class="tableblock">Time unit used to define the bucket size. |
| The value is based on the Java TimeUnit. |
| For the list of valid values, see the Java API TimeUnit page located at <a href="https://docs.oracle.com/javase/8/docs/api/java/util/concurrent/TimeUnit.html" class="bare">docs.oracle.com/javase/8/docs/api/java/util/concurrent/TimeUnit.html</a>. |
| Default: days</p></td> |
| </tr> |
| <tr> |
| <td class="tableblock halign-left valign-top"><p class="tableblock">compaction_window_size</p></td> |
| <td class="tableblock halign-left valign-top"><p class="tableblock">Units per bucket. |
| Default value: 1</p></td> |
| </tr> |
| <tr> |
| <td class="tableblock halign-left valign-top"><p class="tableblock">timestamp_resolution</p></td> |
| <td class="tableblock halign-left valign-top"><p class="tableblock">The timestamp resolution used when inserting data, can be MILLISECONDS, MICROSECONDS etc (should be understandable by Java TimeUnit). |
| Do not change this value unless you do mutations with USING TIMESTAMP (or equivalent directly in the client). |
| Default: microseconds</p></td> |
| </tr> |
| <tr> |
| <td class="tableblock halign-left valign-top"><p class="tableblock">expired_sstable_check_frequency_seconds</p></td> |
| <td class="tableblock halign-left valign-top"><p class="tableblock">Determines how often to check for expired SSTables. |
| Default: 10 minutes</p></td> |
| </tr> |
| <tr> |
| <td class="tableblock halign-left valign-top"><p class="tableblock">unsafe_aggressive_sstable_expiration</p></td> |
| <td class="tableblock halign-left valign-top"><p class="tableblock">Expired SSTables will be dropped without checking its data is shadowing other SSTables. |
| This is a potentially risky option that can lead to data loss or deleted data re-appearing, going beyond what <code>unchecked_tombstone_compaction</code> does for single SSTable compaction. |
| Due to the risk, the JVM must also be started with the option: <code>-Dcassandra unsafe_aggressive_sstable_expiration=true</code>. |
| Default: false</p></td> |
| </tr> |
| </tbody> |
| </table> |
| <div class="paragraph"> |
| <p>Taken together, the operator can specify windows of virtually any size, and TWCS will work to create a |
| single SSTable for writes within that window. |
| For efficiency during writing, the newest window will be compacted using STCS.</p> |
| </div> |
| <div class="paragraph"> |
| <p>Ideally, operators should select a <code>compaction_window_unit</code> and <code>compaction_window_size</code> pair that produces approximately 20-30 windows. |
| If writing with a 90 day TTL, for example, a 3 Day window would be a reasonable choice, setting the options to <code>'compaction_window_unit':'DAYS' and 'compaction_window_size':3</code>.</p> |
| </div> |
| </div> |
| </div> |
| <div class="sect1"> |
| <h2 id="changing-timewindowcompactionstrategy-options"><a class="anchor" href="#changing-timewindowcompactionstrategy-options"></a>Changing TimeWindowCompactionStrategy Options</h2> |
| <div class="sectionbody"> |
| <div class="paragraph"> |
| <p>Operators wishing to enable TWCS on existing data should consider running a major compaction first, placing all existing data into a single (old) window. |
| Subsequent newer writes will then create typical SSTables as expected.</p> |
| </div> |
| <div class="paragraph"> |
| <p>Operators wishing to change <code>compaction_window_unit</code> or <code>compaction_window_size</code> can do so, but may trigger additional compactions as adjacent windows are joined together. |
| If the window size is decrease d (for example, from 24 hours to 12 hours), then the existing SSTables will not be modified. |
| TWCS can not split existing SSTables into multiple windows.</p> |
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