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| <div class="subTitle">org.apache.beam.sdk.transforms.splittabledofn</div> |
| <h2 title="Class RestrictionTracker" class="title">Class RestrictionTracker<RestrictionT,PositionT></h2> |
| </div> |
| <div class="contentContainer"> |
| <ul class="inheritance"> |
| <li>java.lang.Object</li> |
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| <ul class="inheritance"> |
| <li>org.apache.beam.sdk.transforms.splittabledofn.RestrictionTracker<RestrictionT,PositionT></li> |
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| <dt>Direct Known Subclasses:</dt> |
| <dd><a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/ByteKeyRangeTracker.html" title="class in org.apache.beam.sdk.transforms.splittabledofn">ByteKeyRangeTracker</a>, <a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/OffsetRangeTracker.html" title="class in org.apache.beam.sdk.transforms.splittabledofn">OffsetRangeTracker</a>, <a href="../../../../../../org/apache/beam/sdk/transforms/PeriodicSequence.OutputRangeTracker.html" title="class in org.apache.beam.sdk.transforms">PeriodicSequence.OutputRangeTracker</a>, <a href="../../../../../../org/apache/beam/sdk/io/gcp/bigtable/changestreams/restriction/ReadChangeStreamPartitionProgressTracker.html" title="class in org.apache.beam.sdk.io.gcp.bigtable.changestreams.restriction">ReadChangeStreamPartitionProgressTracker</a>, <a href="../../../../../../org/apache/beam/sdk/io/gcp/spanner/changestreams/restriction/TimestampRangeTracker.html" title="class in org.apache.beam.sdk.io.gcp.spanner.changestreams.restriction">TimestampRangeTracker</a>, <a href="../../../../../../org/apache/beam/sdk/io/gcp/pubsublite/internal/TrackerWithProgress.html" title="class in org.apache.beam.sdk.io.gcp.pubsublite.internal">TrackerWithProgress</a></dd> |
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| <pre>public abstract class <span class="typeNameLabel">RestrictionTracker<RestrictionT,PositionT></span> |
| extends java.lang.Object</pre> |
| <div class="block">Manages access to the restriction and keeps track of its claimed part for a <a |
| href="https://s.apache.org/splittable-do-fn">splittable</a> <a href="../../../../../../org/apache/beam/sdk/transforms/DoFn.html" title="class in org.apache.beam.sdk.transforms"><code>DoFn</code></a>. |
| |
| <p>The restriction may be modified by different threads, however the system will ensure |
| sufficient locking such that no methods on the restriction tracker will be called concurrently. |
| |
| <p><a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.html" title="class in org.apache.beam.sdk.transforms.splittabledofn"><code>RestrictionTracker</code></a>s should implement <a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.HasProgress.html" title="interface in org.apache.beam.sdk.transforms.splittabledofn"><code>RestrictionTracker.HasProgress</code></a> otherwise poor auto-scaling |
| of workers and/or splitting may result if the progress is an inaccurate representation of the |
| known amount of completed and remaining work.</div> |
| </li> |
| </ul> |
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| <caption><span>Nested Classes</span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static interface </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.HasProgress.html" title="interface in org.apache.beam.sdk.transforms.splittabledofn">RestrictionTracker.HasProgress</a></span></code> |
| <div class="block">All <a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.html" title="class in org.apache.beam.sdk.transforms.splittabledofn"><code>RestrictionTracker</code></a>s SHOULD implement this interface to improve auto-scaling and |
| splitting performance.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.IsBounded.html" title="enum in org.apache.beam.sdk.transforms.splittabledofn">RestrictionTracker.IsBounded</a></span></code> </td> |
| </tr> |
| <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/splittabledofn/RestrictionTracker.Progress.html" title="class in org.apache.beam.sdk.transforms.splittabledofn">RestrictionTracker.Progress</a></span></code> |
| <div class="block">A representation for the amount of known completed and remaining work.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.TruncateResult.html" title="class in org.apache.beam.sdk.transforms.splittabledofn">RestrictionTracker.TruncateResult</a><<a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.TruncateResult.html" title="type parameter in RestrictionTracker.TruncateResult">RestrictionT</a>></span></code> |
| <div class="block">A representation of the truncate result.</div> |
| </td> |
| </tr> |
| </table> |
| </li> |
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| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tr class="altColor"> |
| <td class="colOne"><code><span class="memberNameLink"><a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.html#RestrictionTracker--">RestrictionTracker</a></span>()</code> </td> |
| </tr> |
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| <caption><span id="t0" class="activeTableTab"><span>All Methods</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="t3" class="tableTab"><span><a href="javascript:show(4);">Abstract Methods</a></span><span class="tabEnd"> </span></span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
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| <td class="colFirst"><code>abstract void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.html#checkDone--">checkDone</a></span>()</code> |
| <div class="block">Checks whether the restriction has been fully processed.</div> |
| </td> |
| </tr> |
| <tr id="i1" class="rowColor"> |
| <td class="colFirst"><code>abstract <a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.html" title="type parameter in RestrictionTracker">RestrictionT</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.html#currentRestriction--">currentRestriction</a></span>()</code> |
| <div class="block">Returns a restriction accurately describing the full range of work the current <code>DoFn.ProcessElement</code> call will do, including already completed work.</div> |
| </td> |
| </tr> |
| <tr id="i2" class="altColor"> |
| <td class="colFirst"><code>abstract <a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.IsBounded.html" title="enum in org.apache.beam.sdk.transforms.splittabledofn">RestrictionTracker.IsBounded</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.html#isBounded--">isBounded</a></span>()</code> |
| <div class="block">Return the boundedness of the current restriction.</div> |
| </td> |
| </tr> |
| <tr id="i3" class="rowColor"> |
| <td class="colFirst"><code>abstract boolean</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.html#tryClaim-PositionT-">tryClaim</a></span>(<a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.html" title="type parameter in RestrictionTracker">PositionT</a> position)</code> |
| <div class="block">Attempts to claim the block of work in the current restriction identified by the given |
| position.</div> |
| </td> |
| </tr> |
| <tr id="i4" class="altColor"> |
| <td class="colFirst"><code>abstract <a href="https://static.javadoc.io/org.checkerframework/checker-qual/3.27.0/org/checkerframework/checker/nullness/qual/Nullable.html?is-external=true" title="class or interface in org.checkerframework.checker.nullness.qual">@Nullable</a> <a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/SplitResult.html" title="class in org.apache.beam.sdk.transforms.splittabledofn">SplitResult</a><<a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.html" title="type parameter in RestrictionTracker">RestrictionT</a>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.html#trySplit-double-">trySplit</a></span>(double fractionOfRemainder)</code> |
| <div class="block">Splits current restriction based on <code>fractionOfRemainder</code>.</div> |
| </td> |
| </tr> |
| </table> |
| <ul class="blockList"> |
| <li class="blockList"><a name="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> |
| </li> |
| </ul> |
| </div> |
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| <ul class="blockList"> |
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| <!-- ========= CONSTRUCTOR DETAIL ======== --> |
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| </a> |
| <h3>Constructor Detail</h3> |
| <a name="RestrictionTracker--"> |
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| <ul class="blockListLast"> |
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| <h4>RestrictionTracker</h4> |
| <pre>public RestrictionTracker()</pre> |
| </li> |
| </ul> |
| </li> |
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| <a name="tryClaim-java.lang.Object-"> |
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| </a><a name="tryClaim-PositionT-"> |
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| <h4>tryClaim</h4> |
| <pre>public abstract boolean tryClaim(<a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.html" title="type parameter in RestrictionTracker">PositionT</a> position)</pre> |
| <div class="block">Attempts to claim the block of work in the current restriction identified by the given |
| position. Each claimed position MUST be a valid split point. |
| |
| <p>If this succeeds, the DoFn MUST execute the entire block of work. If this fails: |
| |
| <ul> |
| <li><code>DoFn.ProcessElement</code> MUST return <code>DoFn.ProcessContinuation#stop</code> without |
| performing any additional work or emitting output (note that emitting output or |
| performing work from <code>DoFn.ProcessElement</code> is also not allowed before the first |
| call to this method). |
| <li><a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.html#checkDone--"><code>checkDone()</code></a> MUST succeed. |
| </ul> |
| |
| This method is <b>required</b> to be implemented.</div> |
| </li> |
| </ul> |
| <a name="currentRestriction--"> |
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| </a> |
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| <h4>currentRestriction</h4> |
| <pre>public abstract <a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.html" title="type parameter in RestrictionTracker">RestrictionT</a> currentRestriction()</pre> |
| <div class="block">Returns a restriction accurately describing the full range of work the current <code>DoFn.ProcessElement</code> call will do, including already completed work. |
| |
| <p>The current restriction returned by method may be updated dynamically due to due to |
| concurrent invocation of other methods of the <a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.html" title="class in org.apache.beam.sdk.transforms.splittabledofn"><code>RestrictionTracker</code></a>, For example, <a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.html#trySplit-double-"><code>trySplit(double)</code></a>. |
| |
| <p>This method is <b>required</b> to be implemented.</div> |
| </li> |
| </ul> |
| <a name="trySplit-double-"> |
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| </a> |
| <ul class="blockList"> |
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| <h4>trySplit</h4> |
| <pre>public abstract <a href="https://static.javadoc.io/org.checkerframework/checker-qual/3.27.0/org/checkerframework/checker/nullness/qual/Nullable.html?is-external=true" title="class or interface in org.checkerframework.checker.nullness.qual">@Nullable</a> <a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/SplitResult.html" title="class in org.apache.beam.sdk.transforms.splittabledofn">SplitResult</a><<a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.html" title="type parameter in RestrictionTracker">RestrictionT</a>> trySplit(double fractionOfRemainder)</pre> |
| <div class="block">Splits current restriction based on <code>fractionOfRemainder</code>. |
| |
| <p>If splitting the current restriction is possible, the current restriction is split into a |
| primary and residual restriction pair. This invocation updates the <a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.html#currentRestriction--"><code>currentRestriction()</code></a> to be the primary restriction effectively having the current <code>DoFn.ProcessElement</code> execution responsible for performing the work that the primary restriction |
| represents. The residual restriction will be executed in a separate <code>DoFn.ProcessElement</code> |
| invocation (likely in a different process). The work performed by executing the primary and |
| residual restrictions as separate <code>DoFn.ProcessElement</code> invocations MUST be equivalent to |
| the work performed as if this split never occurred. |
| |
| <p>The <code>fractionOfRemainder</code> should be used in a best effort manner to choose a primary |
| and residual restriction based upon the fraction of the remaining work that the current <code>DoFn.ProcessElement</code> invocation is responsible for. For example, if a <code>DoFn.ProcessElement</code> was reading a file with a restriction representing the offset range <code>[100, 200)</code> and has processed up to offset 130 with a <code>fractionOfRemainder</code> of <code>0.7</code>, the primary and residual restrictions returned would be <code>[100, 179), [179, 200)</code> |
| (note: <code>currentOffset + fractionOfRemainder * remainingWork = 130 + 0.7 * 70 = 179</code>). |
| |
| <p><code>fractionOfRemainder = 0</code> means a checkpoint is required. |
| |
| <p>The API is recommended to be implemented for a batch pipeline to improve parallel processing |
| performance. |
| |
| <p>The API is recommended to be implemented for batch pipeline given that it is very important |
| for pipeline scaling and end to end pipeline execution. |
| |
| <p>The API is required to be implemented for a streaming pipeline.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>fractionOfRemainder</code> - A hint as to the fraction of work the primary restriction should |
| represent based upon the current known remaining amount of work.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>a <a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/SplitResult.html" title="class in org.apache.beam.sdk.transforms.splittabledofn"><code>SplitResult</code></a> if a split was possible, otherwise returns <code>null</code>. If the |
| <code>fractionOfRemainder == 0</code>, a <code>null</code> result MUST imply that the restriction |
| tracker is done and there is no more work left to do.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="checkDone--"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>checkDone</h4> |
| <pre>public abstract void checkDone() |
| throws java.lang.IllegalStateException</pre> |
| <div class="block">Checks whether the restriction has been fully processed. |
| |
| <p>Called by the SDK harness after <code>DoFn.ProcessElement</code> returns. |
| |
| <p>Must throw an exception with an informative error message, if there is still any unclaimed |
| work remaining in the restriction. |
| |
| <p>This method is <b>required</b> to be implemented in order to prevent data loss during SDK |
| processing.</div> |
| <dl> |
| <dt><span class="throwsLabel">Throws:</span></dt> |
| <dd><code>java.lang.IllegalStateException</code></dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="isBounded--"> |
| <!-- --> |
| </a> |
| <ul class="blockListLast"> |
| <li class="blockList"> |
| <h4>isBounded</h4> |
| <pre>public abstract <a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.IsBounded.html" title="enum in org.apache.beam.sdk.transforms.splittabledofn">RestrictionTracker.IsBounded</a> isBounded()</pre> |
| <div class="block">Return the boundedness of the current restriction. If the current restriction represents a |
| finite amount of work, it should return <a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.IsBounded.html#BOUNDED"><code>RestrictionTracker.IsBounded.BOUNDED</code></a>. Otherwise, it should return |
| <a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.IsBounded.html#UNBOUNDED"><code>RestrictionTracker.IsBounded.UNBOUNDED</code></a>. |
| |
| <p>It is valid to return <a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.IsBounded.html#BOUNDED"><code>RestrictionTracker.IsBounded.BOUNDED</code></a> after returning <a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.IsBounded.html#UNBOUNDED"><code>RestrictionTracker.IsBounded.UNBOUNDED</code></a> |
| once the end of a restriction is discovered. It is not valid to return <a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.IsBounded.html#UNBOUNDED"><code>RestrictionTracker.IsBounded.UNBOUNDED</code></a> after returning <a href="../../../../../../org/apache/beam/sdk/transforms/splittabledofn/RestrictionTracker.IsBounded.html#BOUNDED"><code>RestrictionTracker.IsBounded.BOUNDED</code></a>. |
| |
| <p>This method is <b>required</b> to be implemented.</div> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </div> |
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