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| <div class="subTitle"><span class="packageLabelInType">Package</span> <a href="package-summary.html">org.apache.calcite.profile</a></div> |
| <h2 title="Class ProfilerImpl" class="title">Class ProfilerImpl</h2> |
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| <ul class="inheritance"> |
| <li>java.lang.Object</li> |
| <li> |
| <ul class="inheritance"> |
| <li>org.apache.calcite.profile.ProfilerImpl</li> |
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| <dt>All Implemented Interfaces:</dt> |
| <dd><code><a href="Profiler.html" title="interface in org.apache.calcite.profile">Profiler</a></code></dd> |
| </dl> |
| <hr> |
| <pre>public class <span class="typeNameLabel">ProfilerImpl</span> |
| extends java.lang.Object |
| implements <a href="Profiler.html" title="interface in org.apache.calcite.profile">Profiler</a></pre> |
| <div class="block">Implementation of <a href="Profiler.html" title="interface in org.apache.calcite.profile"><code>Profiler</code></a> that only investigates "interesting" |
| combinations of columns.</div> |
| </li> |
| </ul> |
| </div> |
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| <h3>Nested Class Summary</h3> |
| <table class="memberSummary"> |
| <caption><span>Nested Classes</span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colSecond" scope="col">Class</th> |
| <th class="colLast" scope="col">Description</th> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static class </code></td> |
| <th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="ProfilerImpl.Builder.html" title="class in org.apache.calcite.profile">ProfilerImpl.Builder</a></span></code></th> |
| <td class="colLast"> |
| <div class="block">Builds a <a href="ProfilerImpl.html" title="class in org.apache.calcite.profile"><code>ProfilerImpl</code></a>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>(package private) static class </code></td> |
| <th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="ProfilerImpl.Collector.html" title="class in org.apache.calcite.profile">ProfilerImpl.Collector</a></span></code></th> |
| <td class="colLast"> |
| <div class="block">Collects values of a column or columns.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>(package private) static class </code></td> |
| <th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="ProfilerImpl.CompositeCollector.html" title="class in org.apache.calcite.profile">ProfilerImpl.CompositeCollector</a></span></code></th> |
| <td class="colLast"> |
| <div class="block">Collector that collects two or more column values in a tree set.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>(package private) static class </code></td> |
| <th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="ProfilerImpl.HllCollector.html" title="class in org.apache.calcite.profile">ProfilerImpl.HllCollector</a></span></code></th> |
| <td class="colLast"> |
| <div class="block">Collector that collects two or more column values into a HyperLogLog |
| sketch.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>(package private) static class </code></td> |
| <th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="ProfilerImpl.HllCompositeCollector.html" title="class in org.apache.calcite.profile">ProfilerImpl.HllCompositeCollector</a></span></code></th> |
| <td class="colLast"> |
| <div class="block">Collector that collects two or more column values into a HyperLogLog |
| sketch.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>(package private) static class </code></td> |
| <th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="ProfilerImpl.HllSingletonCollector.html" title="class in org.apache.calcite.profile">ProfilerImpl.HllSingletonCollector</a></span></code></th> |
| <td class="colLast"> |
| <div class="block">Collector that collects one column value into a HyperLogLog sketch.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>(package private) class </code></td> |
| <th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="ProfilerImpl.Run.html" title="class in org.apache.calcite.profile">ProfilerImpl.Run</a></span></code></th> |
| <td class="colLast"> |
| <div class="block">A run of the profiler.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>(package private) static class </code></td> |
| <th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="ProfilerImpl.SingletonCollector.html" title="class in org.apache.calcite.profile">ProfilerImpl.SingletonCollector</a></span></code></th> |
| <td class="colLast"> |
| <div class="block">Collector that collects values of a single column.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>(package private) static class </code></td> |
| <th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="ProfilerImpl.Space.html" title="class in org.apache.calcite.profile">ProfilerImpl.Space</a></span></code></th> |
| <td class="colLast"> |
| <div class="block">Work space for a particular combination of columns.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>(package private) static class </code></td> |
| <th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="ProfilerImpl.SurpriseQueue.html" title="class in org.apache.calcite.profile">ProfilerImpl.SurpriseQueue</a></span></code></th> |
| <td class="colLast"> |
| <div class="block">A priority queue of the last N surprise values.</div> |
| </td> |
| </tr> |
| </table> |
| <ul class="blockList"> |
| <li class="blockList"><a id="nested.classes.inherited.from.class.org.apache.calcite.profile.Profiler"> |
| <!-- --> |
| </a> |
| <h3>Nested classes/interfaces inherited from interface org.apache.calcite.profile.<a href="Profiler.html" title="interface in org.apache.calcite.profile">Profiler</a></h3> |
| <code><a href="Profiler.Column.html" title="class in org.apache.calcite.profile">Profiler.Column</a>, <a href="Profiler.Distribution.html" title="class in org.apache.calcite.profile">Profiler.Distribution</a>, <a href="Profiler.FunctionalDependency.html" title="class in org.apache.calcite.profile">Profiler.FunctionalDependency</a>, <a href="Profiler.Profile.html" title="class in org.apache.calcite.profile">Profiler.Profile</a>, <a href="Profiler.RowCount.html" title="class in org.apache.calcite.profile">Profiler.RowCount</a>, <a href="Profiler.Statistic.html" title="interface in org.apache.calcite.profile">Profiler.Statistic</a>, <a href="Profiler.Unique.html" title="class in org.apache.calcite.profile">Profiler.Unique</a></code></li> |
| </ul> |
| </li> |
| </ul> |
| </section> |
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| <h3>Field Summary</h3> |
| <table class="memberSummary"> |
| <caption><span>Fields</span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colSecond" scope="col">Field</th> |
| <th class="colLast" scope="col">Description</th> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>private int</code></td> |
| <th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="#combinationsPerPass">combinationsPerPass</a></span></code></th> |
| <td class="colLast"> |
| <div class="block">The number of combinations to consider per pass.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>private int</code></td> |
| <th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="#interestingCount">interestingCount</a></span></code></th> |
| <td class="colLast"> |
| <div class="block">The minimum number of combinations considered "interesting".</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>private java.util.function.Predicate<<a href="../util/Pair.html" title="class in org.apache.calcite.util">Pair</a><<a href="ProfilerImpl.Space.html" title="class in org.apache.calcite.profile">ProfilerImpl.Space</a>,​<a href="Profiler.Column.html" title="class in org.apache.calcite.profile">Profiler.Column</a>>></code></td> |
| <th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="#predicate">predicate</a></span></code></th> |
| <td class="colLast"> |
| <div class="block">Whether a successor is considered interesting enough to analyze.</div> |
| </td> |
| </tr> |
| </table> |
| </li> |
| </ul> |
| </section> |
| <!-- ======== CONSTRUCTOR SUMMARY ======== --> |
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| <tr> |
| <th class="colFirst" scope="col">Constructor</th> |
| <th class="colLast" scope="col">Description</th> |
| </tr> |
| <tr class="altColor"> |
| <th class="colConstructorName" scope="row"><code><span class="memberNameLink"><a href="#%3Cinit%3E(int,int,java.util.function.Predicate)">ProfilerImpl</a></span>​(int combinationsPerPass, |
| int interestingCount, |
| java.util.function.Predicate<<a href="../util/Pair.html" title="class in org.apache.calcite.util">Pair</a><<a href="ProfilerImpl.Space.html" title="class in org.apache.calcite.profile">ProfilerImpl.Space</a>,​<a href="Profiler.Column.html" title="class in org.apache.calcite.profile">Profiler.Column</a>>> predicate)</code></th> |
| <td class="colLast"> |
| <div class="block">Creates a <code>ProfilerImpl</code>.</div> |
| </td> |
| </tr> |
| </table> |
| </li> |
| </ul> |
| </section> |
| <!-- ========== METHOD SUMMARY =========== --> |
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| <h3>Method Summary</h3> |
| <table class="memberSummary"> |
| <caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd"> </span></span><span id="t1" class="tableTab"><span><a href="javascript:show(1);">Static Methods</a></span><span class="tabEnd"> </span></span><span id="t2" class="tableTab"><span><a href="javascript:show(2);">Instance Methods</a></span><span class="tabEnd"> </span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd"> </span></span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
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| <th class="colLast" scope="col">Description</th> |
| </tr> |
| <tr id="i0" class="altColor"> |
| <td class="colFirst"><code>static <a href="ProfilerImpl.Builder.html" title="class in org.apache.calcite.profile">ProfilerImpl.Builder</a></code></td> |
| <th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="#builder()">builder</a></span>()</code></th> |
| <td class="colLast"> </td> |
| </tr> |
| <tr id="i1" class="rowColor"> |
| <td class="colFirst"><code><a href="Profiler.Profile.html" title="class in org.apache.calcite.profile">Profiler.Profile</a></code></td> |
| <th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="#profile(java.lang.Iterable,java.util.List,java.util.Collection)">profile</a></span>​(java.lang.Iterable<java.util.List<java.lang.Comparable>> rows, |
| java.util.List<<a href="Profiler.Column.html" title="class in org.apache.calcite.profile">Profiler.Column</a>> columns, |
| java.util.Collection<<a href="../util/ImmutableBitSet.html" title="class in org.apache.calcite.util">ImmutableBitSet</a>> initialGroups)</code></th> |
| <td class="colLast"> |
| <div class="block">Creates a profile of a data set.</div> |
| </td> |
| </tr> |
| </table> |
| <ul class="blockList"> |
| <li class="blockList"><a id="methods.inherited.from.class.java.lang.Object"> |
| <!-- --> |
| </a> |
| <h3>Methods inherited from class java.lang.Object</h3> |
| <code>clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait</code></li> |
| </ul> |
| </li> |
| </ul> |
| </section> |
| </li> |
| </ul> |
| </div> |
| <div class="details"> |
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| <h3>Field Detail</h3> |
| <a id="combinationsPerPass"> |
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| <h4>combinationsPerPass</h4> |
| <pre>private final int combinationsPerPass</pre> |
| <div class="block">The number of combinations to consider per pass. |
| The number is determined by memory, but a value of 1,000 is typical. |
| You need 2KB memory per sketch, and one sketch for each combination.</div> |
| </li> |
| </ul> |
| <a id="interestingCount"> |
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| </a> |
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| <li class="blockList"> |
| <h4>interestingCount</h4> |
| <pre>private final int interestingCount</pre> |
| <div class="block">The minimum number of combinations considered "interesting". After that, |
| a combination is only considered "interesting" if its surprise is greater |
| than the median surprise.</div> |
| </li> |
| </ul> |
| <a id="predicate"> |
| <!-- --> |
| </a> |
| <ul class="blockListLast"> |
| <li class="blockList"> |
| <h4>predicate</h4> |
| <pre>private final java.util.function.Predicate<<a href="../util/Pair.html" title="class in org.apache.calcite.util">Pair</a><<a href="ProfilerImpl.Space.html" title="class in org.apache.calcite.profile">ProfilerImpl.Space</a>,​<a href="Profiler.Column.html" title="class in org.apache.calcite.profile">Profiler.Column</a>>> predicate</pre> |
| <div class="block">Whether a successor is considered interesting enough to analyze.</div> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </section> |
| <!-- ========= CONSTRUCTOR DETAIL ======== --> |
| <section role="region"> |
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| </a> |
| <h3>Constructor Detail</h3> |
| <a id="<init>(int,int,java.util.function.Predicate)"> |
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| </a> |
| <ul class="blockListLast"> |
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| <h4>ProfilerImpl</h4> |
| <pre>ProfilerImpl​(int combinationsPerPass, |
| int interestingCount, |
| java.util.function.Predicate<<a href="../util/Pair.html" title="class in org.apache.calcite.util">Pair</a><<a href="ProfilerImpl.Space.html" title="class in org.apache.calcite.profile">ProfilerImpl.Space</a>,​<a href="Profiler.Column.html" title="class in org.apache.calcite.profile">Profiler.Column</a>>> predicate)</pre> |
| <div class="block">Creates a <code>ProfilerImpl</code>.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>combinationsPerPass</code> - Maximum number of columns (or combinations of |
| columns) to compute each pass</dd> |
| <dd><code>interestingCount</code> - Minimum number of combinations considered |
| interesting</dd> |
| <dd><code>predicate</code> - Whether a successor is considered interesting enough to |
| analyze</dd> |
| </dl> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </section> |
| <!-- ============ METHOD DETAIL ========== --> |
| <section role="region"> |
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| <h3>Method Detail</h3> |
| <a id="builder()"> |
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| <h4>builder</h4> |
| <pre class="methodSignature">public static <a href="ProfilerImpl.Builder.html" title="class in org.apache.calcite.profile">ProfilerImpl.Builder</a> builder()</pre> |
| </li> |
| </ul> |
| <a id="profile(java.lang.Iterable,java.util.List,java.util.Collection)"> |
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| </a> |
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| <h4>profile</h4> |
| <pre class="methodSignature">public <a href="Profiler.Profile.html" title="class in org.apache.calcite.profile">Profiler.Profile</a> profile​(java.lang.Iterable<java.util.List<java.lang.Comparable>> rows, |
| java.util.List<<a href="Profiler.Column.html" title="class in org.apache.calcite.profile">Profiler.Column</a>> columns, |
| java.util.Collection<<a href="../util/ImmutableBitSet.html" title="class in org.apache.calcite.util">ImmutableBitSet</a>> initialGroups)</pre> |
| <div class="block"><span class="descfrmTypeLabel">Description copied from interface: <code><a href="Profiler.html#profile(java.lang.Iterable,java.util.List,java.util.Collection)">Profiler</a></code></span></div> |
| <div class="block">Creates a profile of a data set.</div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="Profiler.html#profile(java.lang.Iterable,java.util.List,java.util.Collection)">profile</a></code> in interface <code><a href="Profiler.html" title="interface in org.apache.calcite.profile">Profiler</a></code></dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>rows</code> - List of rows. Can be iterated over more than once (maybe not |
| cheaply)</dd> |
| <dd><code>columns</code> - Column definitions</dd> |
| <dd><code>initialGroups</code> - List of combinations of columns that should be |
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