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| update |
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| update |
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| schema |
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| snapshot |
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| spec |
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| <span class="md-ellipsis"> |
| statistics |
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| </span> |
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| <span class="md-nav__icon md-icon"></span> |
| </label> |
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| <a href="./" class="md-nav__link md-nav__link--active"> |
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| <span class="md-ellipsis"> |
| statistics |
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| </span> |
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| <nav class="md-nav md-nav--secondary" aria-label="Table of contents"> |
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| <label class="md-nav__title" for="__toc"> |
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| Table of contents |
| </label> |
| <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix> |
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| <a href="#pyiceberg.table.update.statistics" class="md-nav__link"> |
| <span class="md-ellipsis"> |
| statistics |
| </span> |
| </a> |
| |
| </li> |
| |
| <li class="md-nav__item"> |
| <a href="#pyiceberg.table.update.statistics.UpdateStatistics" class="md-nav__link"> |
| <span class="md-ellipsis"> |
| UpdateStatistics |
| </span> |
| </a> |
| |
| </li> |
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| transforms |
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| typedef |
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| types |
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| utils |
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| <span class="md-nav__icon md-icon"></span> |
| utils |
| </label> |
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| |
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| <span class="md-ellipsis"> |
| bin_packing |
| |
| </span> |
| |
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| </a> |
| </li> |
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| <a href="../../../utils/concurrent/" class="md-nav__link"> |
| |
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| <span class="md-ellipsis"> |
| concurrent |
| |
| </span> |
| |
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| </a> |
| </li> |
| |
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| <li class="md-nav__item"> |
| <a href="../../../utils/config/" class="md-nav__link"> |
| |
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| |
| <span class="md-ellipsis"> |
| config |
| |
| </span> |
| |
| |
| </a> |
| </li> |
| |
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| <li class="md-nav__item"> |
| <a href="../../../utils/datetime/" class="md-nav__link"> |
| |
| |
| |
| <span class="md-ellipsis"> |
| datetime |
| |
| </span> |
| |
| |
| </a> |
| </li> |
| |
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| |
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| |
| <li class="md-nav__item"> |
| <a href="../../../utils/decimal/" class="md-nav__link"> |
| |
| |
| |
| <span class="md-ellipsis"> |
| decimal |
| |
| </span> |
| |
| |
| </a> |
| </li> |
| |
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| |
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| |
| <li class="md-nav__item"> |
| <a href="../../../utils/deprecated/" class="md-nav__link"> |
| |
| |
| |
| <span class="md-ellipsis"> |
| deprecated |
| |
| </span> |
| |
| |
| </a> |
| </li> |
| |
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| |
| |
| |
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| |
| <li class="md-nav__item"> |
| <a href="../../../utils/lazydict/" class="md-nav__link"> |
| |
| |
| |
| <span class="md-ellipsis"> |
| lazydict |
| |
| </span> |
| |
| |
| </a> |
| </li> |
| |
| |
| |
| |
| |
| |
| |
| |
| |
| |
| <li class="md-nav__item"> |
| <a href="../../../utils/parsing/" class="md-nav__link"> |
| |
| |
| |
| <span class="md-ellipsis"> |
| parsing |
| |
| </span> |
| |
| |
| </a> |
| </li> |
| |
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| |
| |
| |
| |
| |
| |
| |
| <li class="md-nav__item"> |
| <a href="../../../utils/properties/" class="md-nav__link"> |
| |
| |
| |
| <span class="md-ellipsis"> |
| properties |
| |
| </span> |
| |
| |
| </a> |
| </li> |
| |
| |
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| |
| |
| |
| |
| |
| |
| |
| <li class="md-nav__item"> |
| <a href="../../../utils/schema_conversion/" class="md-nav__link"> |
| |
| |
| |
| <span class="md-ellipsis"> |
| schema_conversion |
| |
| </span> |
| |
| |
| </a> |
| </li> |
| |
| |
| |
| |
| |
| |
| |
| |
| |
| |
| <li class="md-nav__item"> |
| <a href="../../../utils/singleton/" class="md-nav__link"> |
| |
| |
| |
| <span class="md-ellipsis"> |
| singleton |
| |
| </span> |
| |
| |
| </a> |
| </li> |
| |
| |
| |
| |
| |
| |
| |
| |
| |
| |
| <li class="md-nav__item"> |
| <a href="../../../utils/truncate/" class="md-nav__link"> |
| |
| |
| |
| <span class="md-ellipsis"> |
| truncate |
| |
| </span> |
| |
| |
| </a> |
| </li> |
| |
| |
| |
| |
| </ul> |
| </nav> |
| |
| </li> |
| |
| |
| |
| |
| </ul> |
| </nav> |
| |
| </li> |
| |
| |
| |
| |
| </ul> |
| </nav> |
| |
| </li> |
| |
| |
| |
| </ul> |
| </nav> |
| </div> |
| </div> |
| </div> |
| |
| |
| |
| <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" > |
| <div class="md-sidebar__scrollwrap"> |
| <div class="md-sidebar__inner"> |
| |
| |
| <nav class="md-nav md-nav--secondary" aria-label="Table of contents"> |
| |
| |
| |
| |
| <label class="md-nav__title" for="__toc"> |
| <span class="md-nav__icon md-icon"></span> |
| Table of contents |
| </label> |
| <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix> |
| |
| <li class="md-nav__item"> |
| <a href="#pyiceberg.table.update.statistics" class="md-nav__link"> |
| <span class="md-ellipsis"> |
| statistics |
| </span> |
| </a> |
| |
| </li> |
| |
| <li class="md-nav__item"> |
| <a href="#pyiceberg.table.update.statistics.UpdateStatistics" class="md-nav__link"> |
| <span class="md-ellipsis"> |
| UpdateStatistics |
| </span> |
| </a> |
| |
| </li> |
| |
| </ul> |
| |
| </nav> |
| </div> |
| </div> |
| </div> |
| |
| |
| |
| <div class="md-content" data-md-component="content"> |
| <article class="md-content__inner md-typeset"> |
| |
| |
| |
| |
| |
| |
| |
| |
| <h1>statistics</h1> |
| |
| <div class="doc doc-object doc-module"> |
| |
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| <a id="pyiceberg.table.update.statistics"></a> |
| <div class="doc doc-contents first"> |
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| <h2 id="pyiceberg.table.update.statistics.UpdateStatistics" class="doc doc-heading"> |
| <code>UpdateStatistics</code> |
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| <a href="#pyiceberg.table.update.statistics.UpdateStatistics" class="headerlink" title="Permanent link">¶</a></h2> |
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| <div class="doc doc-contents "> |
| <p class="doc doc-class-bases"> |
| Bases: <code><a class="autorefs autorefs-internal" title="UpdateTableMetadata (pyiceberg.table.update.UpdateTableMetadata)" href="../#pyiceberg.table.update.UpdateTableMetadata">UpdateTableMetadata</a>['UpdateStatistics']</code></p> |
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| <p>Run statistics management operations using APIs.</p> |
| <p>APIs include set_statistics and remove statistics operations.</p> |
| <p>Use table.update_statistics().<operation>().commit() to run a specific operation. |
| Use table.update_statistics().<operation-one>().<operation-two>().commit() to run multiple operations.</p> |
| <p>Pending changes are applied on commit.</p> |
| <p>We can also use context managers to make more changes. For example:</p> |
| <p>with table.update_statistics() as update: |
| update.set_statistics(statistics_file=statistics_file) |
| update.remove_statistics(snapshot_id=2)</p> |
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| <details class="quote"> |
| <summary>Source code in <code>pyiceberg/table/update/statistics.py</code></summary> |
| <div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"><a href="#__codelineno-0-32">32</a></span> |
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| <span class="normal"><a href="#__codelineno-0-73">73</a></span> |
| <span class="normal"><a href="#__codelineno-0-74">74</a></span></pre></div></td><td class="code"><div><pre><span></span><code><a id="__codelineno-0-32" name="__codelineno-0-32"></a><span class="k">class</span><span class="w"> </span><span class="nc">UpdateStatistics</span><span class="p">(</span><span class="n">UpdateTableMetadata</span><span class="p">[</span><span class="s2">"UpdateStatistics"</span><span class="p">]):</span> |
| <a id="__codelineno-0-33" name="__codelineno-0-33"></a><span class="w"> </span><span class="sd">"""</span> |
| <a id="__codelineno-0-34" name="__codelineno-0-34"></a><span class="sd"> Run statistics management operations using APIs.</span> |
| <a id="__codelineno-0-35" name="__codelineno-0-35"></a> |
| <a id="__codelineno-0-36" name="__codelineno-0-36"></a><span class="sd"> APIs include set_statistics and remove statistics operations.</span> |
| <a id="__codelineno-0-37" name="__codelineno-0-37"></a> |
| <a id="__codelineno-0-38" name="__codelineno-0-38"></a><span class="sd"> Use table.update_statistics().<operation>().commit() to run a specific operation.</span> |
| <a id="__codelineno-0-39" name="__codelineno-0-39"></a><span class="sd"> Use table.update_statistics().<operation-one>().<operation-two>().commit() to run multiple operations.</span> |
| <a id="__codelineno-0-40" name="__codelineno-0-40"></a> |
| <a id="__codelineno-0-41" name="__codelineno-0-41"></a><span class="sd"> Pending changes are applied on commit.</span> |
| <a id="__codelineno-0-42" name="__codelineno-0-42"></a> |
| <a id="__codelineno-0-43" name="__codelineno-0-43"></a><span class="sd"> We can also use context managers to make more changes. For example:</span> |
| <a id="__codelineno-0-44" name="__codelineno-0-44"></a> |
| <a id="__codelineno-0-45" name="__codelineno-0-45"></a><span class="sd"> with table.update_statistics() as update:</span> |
| <a id="__codelineno-0-46" name="__codelineno-0-46"></a><span class="sd"> update.set_statistics(statistics_file=statistics_file)</span> |
| <a id="__codelineno-0-47" name="__codelineno-0-47"></a><span class="sd"> update.remove_statistics(snapshot_id=2)</span> |
| <a id="__codelineno-0-48" name="__codelineno-0-48"></a><span class="sd"> """</span> |
| <a id="__codelineno-0-49" name="__codelineno-0-49"></a> |
| <a id="__codelineno-0-50" name="__codelineno-0-50"></a> <span class="n">_updates</span><span class="p">:</span> <span class="n">Tuple</span><span class="p">[</span><span class="n">TableUpdate</span><span class="p">,</span> <span class="o">...</span><span class="p">]</span> <span class="o">=</span> <span class="p">()</span> |
| <a id="__codelineno-0-51" name="__codelineno-0-51"></a> |
| <a id="__codelineno-0-52" name="__codelineno-0-52"></a> <span class="k">def</span><span class="w"> </span><span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">transaction</span><span class="p">:</span> <span class="s2">"Transaction"</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <a id="__codelineno-0-53" name="__codelineno-0-53"></a> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="n">transaction</span><span class="p">)</span> |
| <a id="__codelineno-0-54" name="__codelineno-0-54"></a> |
| <a id="__codelineno-0-55" name="__codelineno-0-55"></a> <span class="k">def</span><span class="w"> </span><span class="nf">set_statistics</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">statistics_file</span><span class="p">:</span> <span class="n">StatisticsFile</span><span class="p">)</span> <span class="o">-></span> <span class="s2">"UpdateStatistics"</span><span class="p">:</span> |
| <a id="__codelineno-0-56" name="__codelineno-0-56"></a> <span class="bp">self</span><span class="o">.</span><span class="n">_updates</span> <span class="o">+=</span> <span class="p">(</span> |
| <a id="__codelineno-0-57" name="__codelineno-0-57"></a> <span class="n">SetStatisticsUpdate</span><span class="p">(</span> |
| <a id="__codelineno-0-58" name="__codelineno-0-58"></a> <span class="n">statistics</span><span class="o">=</span><span class="n">statistics_file</span><span class="p">,</span> |
| <a id="__codelineno-0-59" name="__codelineno-0-59"></a> <span class="p">),</span> |
| <a id="__codelineno-0-60" name="__codelineno-0-60"></a> <span class="p">)</span> |
| <a id="__codelineno-0-61" name="__codelineno-0-61"></a> |
| <a id="__codelineno-0-62" name="__codelineno-0-62"></a> <span class="k">return</span> <span class="bp">self</span> |
| <a id="__codelineno-0-63" name="__codelineno-0-63"></a> |
| <a id="__codelineno-0-64" name="__codelineno-0-64"></a> <span class="k">def</span><span class="w"> </span><span class="nf">remove_statistics</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">snapshot_id</span><span class="p">:</span> <span class="nb">int</span><span class="p">)</span> <span class="o">-></span> <span class="s2">"UpdateStatistics"</span><span class="p">:</span> |
| <a id="__codelineno-0-65" name="__codelineno-0-65"></a> <span class="bp">self</span><span class="o">.</span><span class="n">_updates</span> <span class="o">=</span> <span class="p">(</span> |
| <a id="__codelineno-0-66" name="__codelineno-0-66"></a> <span class="n">RemoveStatisticsUpdate</span><span class="p">(</span> |
| <a id="__codelineno-0-67" name="__codelineno-0-67"></a> <span class="n">snapshot_id</span><span class="o">=</span><span class="n">snapshot_id</span><span class="p">,</span> |
| <a id="__codelineno-0-68" name="__codelineno-0-68"></a> <span class="p">),</span> |
| <a id="__codelineno-0-69" name="__codelineno-0-69"></a> <span class="p">)</span> |
| <a id="__codelineno-0-70" name="__codelineno-0-70"></a> |
| <a id="__codelineno-0-71" name="__codelineno-0-71"></a> <span class="k">return</span> <span class="bp">self</span> |
| <a id="__codelineno-0-72" name="__codelineno-0-72"></a> |
| <a id="__codelineno-0-73" name="__codelineno-0-73"></a> <span class="k">def</span><span class="w"> </span><span class="nf">_commit</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">UpdatesAndRequirements</span><span class="p">:</span> |
| <a id="__codelineno-0-74" name="__codelineno-0-74"></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_updates</span><span class="p">,</span> <span class="p">()</span> |
| </code></pre></div></td></tr></table></div> |
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