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| <pre>public class <span class="typeNameLabel">Sample</span> |
| extends java.lang.Object</pre> |
| <div class="block"><code>PTransform</code>s for taking samples of the elements in a <code>PCollection</code>, or samples of |
| the values associated with each key in a <code>PCollection</code> of <code>KV</code>s. |
| |
| <p><a href="../../../../../org/apache/beam/sdk/transforms/Sample.html#fixedSizeGlobally-int-"><code>fixedSizeGlobally(int)</code></a> and <a href="../../../../../org/apache/beam/sdk/transforms/Sample.html#fixedSizePerKey-int-"><code>fixedSizePerKey(int)</code></a> compute uniformly random |
| samples. <a href="../../../../../org/apache/beam/sdk/transforms/Sample.html#any-long-"><code>any(long)</code></a> is faster, but provides no uniformity guarantees. |
| |
| <p><a href="../../../../../org/apache/beam/sdk/transforms/Sample.html#combineFn-int-"><code>combineFn(int)</code></a> can also be used manually, in combination with state and with the <a href="../../../../../org/apache/beam/sdk/transforms/Combine.html" title="class in org.apache.beam.sdk.transforms"><code>Combine</code></a> transform.</div> |
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| <tr class="altColor"> |
| <td class="colFirst"><code>static class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/beam/sdk/transforms/Sample.FixedSizedSampleFn.html" title="class in org.apache.beam.sdk.transforms">Sample.FixedSizedSampleFn</a><<a href="../../../../../org/apache/beam/sdk/transforms/Sample.FixedSizedSampleFn.html" title="type parameter in Sample.FixedSizedSampleFn">T</a>></span></code> |
| <div class="block"><code>CombineFn</code> that computes a fixed-size sample of a collection of values.</div> |
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| <tr id="i0" class="altColor"> |
| <td class="colFirst"><code>static <T> <a href="../../../../../org/apache/beam/sdk/transforms/PTransform.html" title="class in org.apache.beam.sdk.transforms">PTransform</a><<a href="../../../../../org/apache/beam/sdk/values/PCollection.html" title="class in org.apache.beam.sdk.values">PCollection</a><T>,<a href="../../../../../org/apache/beam/sdk/values/PCollection.html" title="class in org.apache.beam.sdk.values">PCollection</a><T>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/beam/sdk/transforms/Sample.html#any-long-">any</a></span>(long limit)</code> |
| <div class="block"><code>Sample#any(long)</code> takes a <code>PCollection<T></code> and a limit, and produces a new <code>PCollection<T></code> containing up to limit elements of the input <code>PCollection</code>.</div> |
| </td> |
| </tr> |
| <tr id="i1" class="rowColor"> |
| <td class="colFirst"><code>static <T> <a href="../../../../../org/apache/beam/sdk/transforms/Combine.CombineFn.html" title="class in org.apache.beam.sdk.transforms">Combine.CombineFn</a><T,?,java.lang.Iterable<T>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/beam/sdk/transforms/Sample.html#anyCombineFn-int-">anyCombineFn</a></span>(int sampleSize)</code> |
| <div class="block">Returns a <a href="../../../../../org/apache/beam/sdk/transforms/Combine.CombineFn.html" title="class in org.apache.beam.sdk.transforms"><code>Combine.CombineFn</code></a> that computes a fixed-sized potentially non-uniform sample of its |
| inputs.</div> |
| </td> |
| </tr> |
| <tr id="i2" class="altColor"> |
| <td class="colFirst"><code>static <T> <a href="../../../../../org/apache/beam/sdk/transforms/Combine.CombineFn.html" title="class in org.apache.beam.sdk.transforms">Combine.CombineFn</a><T,?,java.lang.Iterable<T>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/beam/sdk/transforms/Sample.html#combineFn-int-">combineFn</a></span>(int sampleSize)</code> |
| <div class="block">Returns a <a href="../../../../../org/apache/beam/sdk/transforms/Combine.CombineFn.html" title="class in org.apache.beam.sdk.transforms"><code>Combine.CombineFn</code></a> that computes a fixed-sized uniform sample of its inputs.</div> |
| </td> |
| </tr> |
| <tr id="i3" class="rowColor"> |
| <td class="colFirst"><code>static <T> <a href="../../../../../org/apache/beam/sdk/transforms/PTransform.html" title="class in org.apache.beam.sdk.transforms">PTransform</a><<a href="../../../../../org/apache/beam/sdk/values/PCollection.html" title="class in org.apache.beam.sdk.values">PCollection</a><T>,<a href="../../../../../org/apache/beam/sdk/values/PCollection.html" title="class in org.apache.beam.sdk.values">PCollection</a><java.lang.Iterable<T>>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/beam/sdk/transforms/Sample.html#fixedSizeGlobally-int-">fixedSizeGlobally</a></span>(int sampleSize)</code> |
| <div class="block">Returns a <code>PTransform</code> that takes a <code>PCollection<T></code>, selects <code>sampleSize</code> |
| elements, uniformly at random, and returns a <code>PCollection<Iterable<T>></code> containing the |
| selected elements.</div> |
| </td> |
| </tr> |
| <tr id="i4" class="altColor"> |
| <td class="colFirst"><code>static <K,V> <a href="../../../../../org/apache/beam/sdk/transforms/PTransform.html" title="class in org.apache.beam.sdk.transforms">PTransform</a><<a href="../../../../../org/apache/beam/sdk/values/PCollection.html" title="class in org.apache.beam.sdk.values">PCollection</a><<a href="../../../../../org/apache/beam/sdk/values/KV.html" title="class in org.apache.beam.sdk.values">KV</a><K,V>>,<a href="../../../../../org/apache/beam/sdk/values/PCollection.html" title="class in org.apache.beam.sdk.values">PCollection</a><<a href="../../../../../org/apache/beam/sdk/values/KV.html" title="class in org.apache.beam.sdk.values">KV</a><K,java.lang.Iterable<V>>>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/beam/sdk/transforms/Sample.html#fixedSizePerKey-int-">fixedSizePerKey</a></span>(int sampleSize)</code> |
| <div class="block">Returns a <code>PTransform</code> that takes an input <code>PCollection<KV<K, V>></code> and returns a |
| <code>PCollection<KV<K, Iterable<V>>></code> that contains an output element mapping each distinct |
| key in the input <code>PCollection</code> to a sample of <code>sampleSize</code> values associated with |
| that key in the input <code>PCollection</code>, taken uniformly at random.</div> |
| </td> |
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| </table> |
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| <h3>Methods inherited from class java.lang.Object</h3> |
| <code>clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait</code></li> |
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| <h4>Sample</h4> |
| <pre>public Sample()</pre> |
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| <h4>combineFn</h4> |
| <pre>public static <T> <a href="../../../../../org/apache/beam/sdk/transforms/Combine.CombineFn.html" title="class in org.apache.beam.sdk.transforms">Combine.CombineFn</a><T,?,java.lang.Iterable<T>> combineFn(int sampleSize)</pre> |
| <div class="block">Returns a <a href="../../../../../org/apache/beam/sdk/transforms/Combine.CombineFn.html" title="class in org.apache.beam.sdk.transforms"><code>Combine.CombineFn</code></a> that computes a fixed-sized uniform sample of its inputs.</div> |
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| <h4>anyCombineFn</h4> |
| <pre>public static <T> <a href="../../../../../org/apache/beam/sdk/transforms/Combine.CombineFn.html" title="class in org.apache.beam.sdk.transforms">Combine.CombineFn</a><T,?,java.lang.Iterable<T>> anyCombineFn(int sampleSize)</pre> |
| <div class="block">Returns a <a href="../../../../../org/apache/beam/sdk/transforms/Combine.CombineFn.html" title="class in org.apache.beam.sdk.transforms"><code>Combine.CombineFn</code></a> that computes a fixed-sized potentially non-uniform sample of its |
| inputs.</div> |
| </li> |
| </ul> |
| <a name="any-long-"> |
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| <h4>any</h4> |
| <pre>public static <T> <a href="../../../../../org/apache/beam/sdk/transforms/PTransform.html" title="class in org.apache.beam.sdk.transforms">PTransform</a><<a href="../../../../../org/apache/beam/sdk/values/PCollection.html" title="class in org.apache.beam.sdk.values">PCollection</a><T>,<a href="../../../../../org/apache/beam/sdk/values/PCollection.html" title="class in org.apache.beam.sdk.values">PCollection</a><T>> any(long limit)</pre> |
| <div class="block"><code>Sample#any(long)</code> takes a <code>PCollection<T></code> and a limit, and produces a new <code>PCollection<T></code> containing up to limit elements of the input <code>PCollection</code>. |
| |
| <p>If limit is greater than or equal to the size of the input <code>PCollection</code>, then all the |
| input's elements will be selected. |
| |
| <p>Example of use: |
| |
| <pre><code> |
| PCollection<String> input = ...; |
| PCollection<String> output = input.apply(Sample.<String>any(100)); |
| </code></pre></div> |
| <dl> |
| <dt><span class="paramLabel">Type Parameters:</span></dt> |
| <dd><code>T</code> - the type of the elements of the input and output <code>PCollection</code>s</dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>limit</code> - the number of elements to take from the input</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="fixedSizeGlobally-int-"> |
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| <h4>fixedSizeGlobally</h4> |
| <pre>public static <T> <a href="../../../../../org/apache/beam/sdk/transforms/PTransform.html" title="class in org.apache.beam.sdk.transforms">PTransform</a><<a href="../../../../../org/apache/beam/sdk/values/PCollection.html" title="class in org.apache.beam.sdk.values">PCollection</a><T>,<a href="../../../../../org/apache/beam/sdk/values/PCollection.html" title="class in org.apache.beam.sdk.values">PCollection</a><java.lang.Iterable<T>>> fixedSizeGlobally(int sampleSize)</pre> |
| <div class="block">Returns a <code>PTransform</code> that takes a <code>PCollection<T></code>, selects <code>sampleSize</code> |
| elements, uniformly at random, and returns a <code>PCollection<Iterable<T>></code> containing the |
| selected elements. If the input <code>PCollection</code> has fewer than <code>sampleSize</code> elements, |
| then the output <code>Iterable<T></code> will be all the input's elements. |
| |
| <p>All of the elements of the output <code>PCollection</code> should fit into main memory of a |
| single worker machine. This operation does not run in parallel. |
| |
| <p>Example of use: |
| |
| <pre><code> |
| PCollection<String> pc = ...; |
| PCollection<Iterable<String>> sampleOfSize10 = |
| pc.apply(Sample.fixedSizeGlobally(10)); |
| </code></pre></div> |
| <dl> |
| <dt><span class="paramLabel">Type Parameters:</span></dt> |
| <dd><code>T</code> - the type of the elements</dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>sampleSize</code> - the number of elements to select; must be <code>>= 0</code></dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="fixedSizePerKey-int-"> |
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| </a> |
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| <h4>fixedSizePerKey</h4> |
| <pre>public static <K,V> <a href="../../../../../org/apache/beam/sdk/transforms/PTransform.html" title="class in org.apache.beam.sdk.transforms">PTransform</a><<a href="../../../../../org/apache/beam/sdk/values/PCollection.html" title="class in org.apache.beam.sdk.values">PCollection</a><<a href="../../../../../org/apache/beam/sdk/values/KV.html" title="class in org.apache.beam.sdk.values">KV</a><K,V>>,<a href="../../../../../org/apache/beam/sdk/values/PCollection.html" title="class in org.apache.beam.sdk.values">PCollection</a><<a href="../../../../../org/apache/beam/sdk/values/KV.html" title="class in org.apache.beam.sdk.values">KV</a><K,java.lang.Iterable<V>>>> fixedSizePerKey(int sampleSize)</pre> |
| <div class="block">Returns a <code>PTransform</code> that takes an input <code>PCollection<KV<K, V>></code> and returns a |
| <code>PCollection<KV<K, Iterable<V>>></code> that contains an output element mapping each distinct |
| key in the input <code>PCollection</code> to a sample of <code>sampleSize</code> values associated with |
| that key in the input <code>PCollection</code>, taken uniformly at random. If a key in the input |
| <code>PCollection</code> has fewer than <code>sampleSize</code> values associated with it, then the |
| output <code>Iterable<V></code> associated with that key will be all the values associated with that |
| key in the input <code>PCollection</code>. |
| |
| <p>Example of use: |
| |
| <pre><code> |
| PCollection<KV<String, Integer>> pc = ...; |
| PCollection<KV<String, Iterable<Integer>>> sampleOfSize10PerKey = |
| pc.apply(Sample.<String, Integer>fixedSizePerKey()); |
| </code></pre></div> |
| <dl> |
| <dt><span class="paramLabel">Type Parameters:</span></dt> |
| <dd><code>K</code> - the type of the keys</dd> |
| <dd><code>V</code> - the type of the values</dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>sampleSize</code> - the number of values to select for each distinct key; must be <code>>= 0</code></dd> |
| </dl> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
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