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| <div class="subTitle">org.apache.beam.sdk.extensions.ml</div> |
| <h2 title="Class RecommendationAIImportUserEvents" class="title">Class RecommendationAIImportUserEvents</h2> |
| </div> |
| <div class="contentContainer"> |
| <ul class="inheritance"> |
| <li>java.lang.Object</li> |
| <li> |
| <ul class="inheritance"> |
| <li><a href="../../../../../../org/apache/beam/sdk/transforms/PTransform.html" title="class in org.apache.beam.sdk.transforms">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><java.lang.String,com.google.api.client.json.GenericJson>>,<a href="../../../../../../org/apache/beam/sdk/values/PCollectionTuple.html" title="class in org.apache.beam.sdk.values">PCollectionTuple</a>></li> |
| <li> |
| <ul class="inheritance"> |
| <li>org.apache.beam.sdk.extensions.ml.RecommendationAIImportUserEvents</li> |
| </ul> |
| </li> |
| </ul> |
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| <dt>All Implemented Interfaces:</dt> |
| <dd>java.io.Serializable, <a href="../../../../../../org/apache/beam/sdk/transforms/display/HasDisplayData.html" title="interface in org.apache.beam.sdk.transforms.display">HasDisplayData</a></dd> |
| </dl> |
| <hr> |
| <br> |
| <pre>public abstract class <span class="typeNameLabel">RecommendationAIImportUserEvents</span> |
| extends <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><java.lang.String,com.google.api.client.json.GenericJson>>,<a href="../../../../../../org/apache/beam/sdk/values/PCollectionTuple.html" title="class in org.apache.beam.sdk.values">PCollectionTuple</a>></pre> |
| <div class="block">A <a href="../../../../../../org/apache/beam/sdk/transforms/PTransform.html" title="class in org.apache.beam.sdk.transforms"><code>PTransform</code></a> connecting to the Recommendations AI API |
| (https://cloud.google.com/recommendations) and creating <code>UserEvent</code>s. * |
| |
| <p>Batch size defines how many items are at once per batch (max: 5000). |
| |
| <p>The transform consumes <a href="../../../../../../org/apache/beam/sdk/values/KV.html" title="class in org.apache.beam.sdk.values"><code>KV</code></a> of <code>String</code> and <code>GenericJson</code>s (assumed to be |
| the user event id as key and contents as value) and outputs a PCollectionTuple which will contain |
| the successfully created and failed user events. |
| |
| <p>It is possible to provide a catalog name to which you want to add the catalog item (defaults |
| to "default_catalog"). It is possible to provide a event store to which you want to add the user |
| event (defaults to "default_event_store").</div> |
| <dl> |
| <dt><span class="seeLabel">See Also:</span></dt> |
| <dd><a href="../../../../../../serialized-form.html#org.apache.beam.sdk.extensions.ml.RecommendationAIImportUserEvents">Serialized Form</a></dd> |
| </dl> |
| </li> |
| </ul> |
| </div> |
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| <ul class="blockList"> |
| <li class="blockList"> |
| <!-- =========== FIELD SUMMARY =========== --> |
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| <h3>Field Summary</h3> |
| <table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Field Summary table, listing fields, and an explanation"> |
| <caption><span>Fields</span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Field and Description</th> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../org/apache/beam/sdk/values/TupleTag.html" title="class in org.apache.beam.sdk.values">TupleTag</a><com.google.cloud.recommendationengine.v1beta1.UserEvent></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/beam/sdk/extensions/ml/RecommendationAIImportUserEvents.html#FAILURE_TAG">FAILURE_TAG</a></span></code> </td> |
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| <td class="colFirst"><code>static <a href="../../../../../../org/apache/beam/sdk/values/TupleTag.html" title="class in org.apache.beam.sdk.values">TupleTag</a><com.google.cloud.recommendationengine.v1beta1.UserEvent></code></td> |
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| <code><a href="../../../../../../org/apache/beam/sdk/transforms/PTransform.html#name">name</a>, <a href="../../../../../../org/apache/beam/sdk/transforms/PTransform.html#resourceHints">resourceHints</a></code></li> |
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| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
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| <tr class="altColor"> |
| <td class="colOne"><code><span class="memberNameLink"><a href="../../../../../../org/apache/beam/sdk/extensions/ml/RecommendationAIImportUserEvents.html#RecommendationAIImportUserEvents--">RecommendationAIImportUserEvents</a></span>()</code> </td> |
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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><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> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tr id="i0" class="altColor"> |
| <td class="colFirst"><code>abstract java.lang.Integer</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/beam/sdk/extensions/ml/RecommendationAIImportUserEvents.html#batchSize--">batchSize</a></span>()</code> </td> |
| </tr> |
| <tr id="i1" class="rowColor"> |
| <td class="colFirst"><code>abstract <a href="https://static.javadoc.io/org.checkerframework/checker-qual/3.10.0/org/checkerframework/checker/nullness/qual/Nullable.html?is-external=true" title="class or interface in org.checkerframework.checker.nullness.qual">@Nullable</a> java.lang.String</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/beam/sdk/extensions/ml/RecommendationAIImportUserEvents.html#catalogName--">catalogName</a></span>()</code> </td> |
| </tr> |
| <tr id="i2" class="altColor"> |
| <td class="colFirst"><code>abstract <a href="https://static.javadoc.io/org.checkerframework/checker-qual/3.10.0/org/checkerframework/checker/nullness/qual/Nullable.html?is-external=true" title="class or interface in org.checkerframework.checker.nullness.qual">@Nullable</a> java.lang.String</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/beam/sdk/extensions/ml/RecommendationAIImportUserEvents.html#eventStore--">eventStore</a></span>()</code> </td> |
| </tr> |
| <tr id="i3" class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/beam/sdk/values/PCollectionTuple.html" title="class in org.apache.beam.sdk.values">PCollectionTuple</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/beam/sdk/extensions/ml/RecommendationAIImportUserEvents.html#expand-org.apache.beam.sdk.values.PCollection-">expand</a></span>(<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><java.lang.String,com.google.api.client.json.GenericJson>> input)</code> |
| <div class="block">The transform converts the contents of input PCollection into <code>UserEvent</code>s and then calls |
| the Recommendation AI service to create the user event.</div> |
| </td> |
| </tr> |
| <tr id="i4" class="altColor"> |
| <td class="colFirst"><code>abstract <a href="https://static.javadoc.io/joda-time/joda-time/2.10.10/org/joda/time/Duration.html?is-external=true" title="class or interface in org.joda.time">Duration</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/beam/sdk/extensions/ml/RecommendationAIImportUserEvents.html#maxBufferingDuration--">maxBufferingDuration</a></span>()</code> </td> |
| </tr> |
| <tr id="i5" class="rowColor"> |
| <td class="colFirst"><code>abstract <a href="https://static.javadoc.io/org.checkerframework/checker-qual/3.10.0/org/checkerframework/checker/nullness/qual/Nullable.html?is-external=true" title="class or interface in org.checkerframework.checker.nullness.qual">@Nullable</a> java.lang.String</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/beam/sdk/extensions/ml/RecommendationAIImportUserEvents.html#projectId--">projectId</a></span>()</code> </td> |
| </tr> |
| <tr id="i6" class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/beam/sdk/extensions/ml/RecommendationAIImportUserEvents.html" title="class in org.apache.beam.sdk.extensions.ml">RecommendationAIImportUserEvents</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/beam/sdk/extensions/ml/RecommendationAIImportUserEvents.html#withBatchSize-java.lang.Integer-">withBatchSize</a></span>(java.lang.Integer batchSize)</code> </td> |
| </tr> |
| <tr id="i7" class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/beam/sdk/extensions/ml/RecommendationAIImportUserEvents.html" title="class in org.apache.beam.sdk.extensions.ml">RecommendationAIImportUserEvents</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/beam/sdk/extensions/ml/RecommendationAIImportUserEvents.html#withCatalogName-java.lang.String-">withCatalogName</a></span>(java.lang.String catalogName)</code> </td> |
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| <td class="colFirst"><code><a href="../../../../../../org/apache/beam/sdk/extensions/ml/RecommendationAIImportUserEvents.html" title="class in org.apache.beam.sdk.extensions.ml">RecommendationAIImportUserEvents</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/beam/sdk/extensions/ml/RecommendationAIImportUserEvents.html#withEventStore-java.lang.String-">withEventStore</a></span>(java.lang.String eventStore)</code> </td> |
| </tr> |
| <tr id="i9" class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/beam/sdk/extensions/ml/RecommendationAIImportUserEvents.html" title="class in org.apache.beam.sdk.extensions.ml">RecommendationAIImportUserEvents</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/beam/sdk/extensions/ml/RecommendationAIImportUserEvents.html#withProjectId-java.lang.String-">withProjectId</a></span>(java.lang.String projectId)</code> </td> |
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| <pre>public static final <a href="../../../../../../org/apache/beam/sdk/values/TupleTag.html" title="class in org.apache.beam.sdk.values">TupleTag</a><com.google.cloud.recommendationengine.v1beta1.UserEvent> SUCCESS_TAG</pre> |
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| <pre>public RecommendationAIImportUserEvents()</pre> |
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| <dl> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>ID of Google Cloud project to be used for creating user events.</dd> |
| </dl> |
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| <dl> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Name of the catalog where the user events will be created.</dd> |
| </dl> |
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| </ul> |
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| <h4>eventStore</h4> |
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| <dl> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Name of the event store where the user events will be created.</dd> |
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| <h4>batchSize</h4> |
| <pre>public abstract java.lang.Integer batchSize()</pre> |
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| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Size of input elements batch to be sent in one request.</dd> |
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| <h4>maxBufferingDuration</h4> |
| <pre>public abstract <a href="https://static.javadoc.io/joda-time/joda-time/2.10.10/org/joda/time/Duration.html?is-external=true" title="class or interface in org.joda.time">Duration</a> maxBufferingDuration()</pre> |
| <dl> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Time limit (in processing time) on how long an incomplete batch of elements is allowed |
| to be buffered.</dd> |
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| <h4>withProjectId</h4> |
| <pre>public <a href="../../../../../../org/apache/beam/sdk/extensions/ml/RecommendationAIImportUserEvents.html" title="class in org.apache.beam.sdk.extensions.ml">RecommendationAIImportUserEvents</a> withProjectId(java.lang.String projectId)</pre> |
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| <pre>public <a href="../../../../../../org/apache/beam/sdk/extensions/ml/RecommendationAIImportUserEvents.html" title="class in org.apache.beam.sdk.extensions.ml">RecommendationAIImportUserEvents</a> withCatalogName(java.lang.String catalogName)</pre> |
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| <h4>withEventStore</h4> |
| <pre>public <a href="../../../../../../org/apache/beam/sdk/extensions/ml/RecommendationAIImportUserEvents.html" title="class in org.apache.beam.sdk.extensions.ml">RecommendationAIImportUserEvents</a> withEventStore(java.lang.String eventStore)</pre> |
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| <h4>withBatchSize</h4> |
| <pre>public <a href="../../../../../../org/apache/beam/sdk/extensions/ml/RecommendationAIImportUserEvents.html" title="class in org.apache.beam.sdk.extensions.ml">RecommendationAIImportUserEvents</a> withBatchSize(java.lang.Integer batchSize)</pre> |
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| <a name="expand-org.apache.beam.sdk.values.PCollection-"> |
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| <h4>expand</h4> |
| <pre>public <a href="../../../../../../org/apache/beam/sdk/values/PCollectionTuple.html" title="class in org.apache.beam.sdk.values">PCollectionTuple</a> expand(<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><java.lang.String,com.google.api.client.json.GenericJson>> input)</pre> |
| <div class="block">The transform converts the contents of input PCollection into <code>UserEvent</code>s and then calls |
| the Recommendation AI service to create the user event.</div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../../org/apache/beam/sdk/transforms/PTransform.html#expand-InputT-">expand</a></code> in class <code><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><java.lang.String,com.google.api.client.json.GenericJson>>,<a href="../../../../../../org/apache/beam/sdk/values/PCollectionTuple.html" title="class in org.apache.beam.sdk.values">PCollectionTuple</a>></code></dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>input</code> - input PCollection</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>PCollection after transformations</dd> |
| </dl> |
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