Abacn commented on code in PR #36781:
URL: https://github.com/apache/beam/pull/36781#discussion_r2984322491


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sdks/java/core/src/main/java/org/apache/beam/sdk/metrics/MetricsLineage.java:
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@@ -0,0 +1,60 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.beam.sdk.metrics;
+
+import org.apache.beam.sdk.lineage.LineageBase;
+import org.apache.beam.sdk.metrics.Metrics.MetricsFlag;
+import 
org.apache.beam.vendor.guava.v32_1_2_jre.com.google.common.collect.ImmutableList;
+
+/**
+ * Default lineage implementation that stores lineage information in Beam 
metrics.
+ *
+ * <p>This implementation uses either {@link BoundedTrie} or {@link StringSet} 
metrics depending on
+ * the {@link MetricsFlag#lineageRollupEnabled()} flag.
+ */
+public class MetricsLineage implements LineageBase {
+
+  private final Metric metric;
+
+  public MetricsLineage(final Lineage.LineageDirection direction) {
+    // Derive Metrics-specific Type from LineageDirection
+    Lineage.Type type =
+        (direction == Lineage.LineageDirection.SOURCE) ? Lineage.Type.SOURCE : 
Lineage.Type.SINK;
+
+    if (MetricsFlag.lineageRollupEnabled()) {
+      this.metric =
+          Metrics.boundedTrie(
+              Lineage.LINEAGE_NAMESPACE,
+              direction == Lineage.LineageDirection.SOURCE
+                  ? Lineage.Type.SOURCEV2.toString()
+                  : Lineage.Type.SINKV2.toString());
+    } else {
+      this.metric = Metrics.stringSet(Lineage.LINEAGE_NAMESPACE, 
type.toString());
+    }
+  }
+
+  @Override
+  public void add(final Iterable<String> rollupSegments) {
+    ImmutableList<String> segments = ImmutableList.copyOf(rollupSegments);
+    if (MetricsFlag.lineageRollupEnabled()) {
+      ((BoundedTrie) this.metric).add(segments);

Review Comment:
   There was an assumption (and coupling) between 
lineageRollupEnabled<->BoundedTrie. With common interface we can now avoid 
unchecked cast by implementing CounterMetricsLineage and TrieMetricsLineage 
separately.



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