Jackie-Jiang commented on code in PR #17532:
URL: https://github.com/apache/pinot/pull/17532#discussion_r2776716275


##########
pinot-broker/src/main/java/org/apache/pinot/broker/routing/manager/BaseBrokerRoutingManager.java:
##########
@@ -820,6 +971,69 @@ private void buildRoutingInternal(String 
tableNameWithType) {
         LOGGER.info("Rebuilt routing for table: {}", tableNameWithType);
       }
 
+      // Build routing entries for configured table samplers (if any).
+      // These entries use the same underlying routing components, but operate 
on a deterministically sampled set of
+      // segments selected during routing build.
+      List<TableSamplerConfig> tableSamplerConfigs = 
tableConfig.getTableSamplers();
+      if (tableSamplerConfigs != null && !tableSamplerConfigs.isEmpty()) {

Review Comment:
   (minor) Use `CollectionUtils.isNotEmpty()`



##########
pinot-broker/src/main/java/org/apache/pinot/broker/routing/tablesampler/TableSampler.java:
##########
@@ -0,0 +1,46 @@
+/**
+ * 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.pinot.broker.routing.tablesampler;
+
+import java.util.Set;
+import org.apache.helix.store.zk.ZkHelixPropertyStore;
+import org.apache.helix.zookeeper.datamodel.ZNRecord;
+import org.apache.pinot.spi.config.table.TableConfig;
+import org.apache.pinot.spi.config.table.sampler.TableSamplerConfig;
+
+
+/**
+ * A {@code TableSampler} deterministically selects a subset of segments from 
the set of online segments for a table.
+ *
+ * <p>Selection is performed during routing table build/update so there is no 
additional per-query overhead beyond
+ * selecting the pre-built routing entry.
+ */
+public interface TableSampler {
+
+  /**
+   * Initializes the sampler for a specific table and sampler config.
+   */
+  void init(String tableNameWithType, TableConfig tableConfig, 
TableSamplerConfig samplerConfig,

Review Comment:
   No need to pass in `tableNameWithType`. Use `TableConfig.getTableNameI()`



##########
pinot-broker/src/main/java/org/apache/pinot/broker/routing/manager/BaseBrokerRoutingManager.java:
##########
@@ -143,6 +152,9 @@ public abstract class BaseBrokerRoutingManager implements 
RoutingManager, Cluste
   // and OFFLINE tables. LogicalTables will also use the raw table name of the 
table list underneath
   private final Map<String, Object> _routingTableBuildLocks = new 
ConcurrentHashMap<>();
 
+  // Per-table locks for sampler routing entry updates.
+  private final Map<String, Object> _routingTableSamplerBuildLocks = new 
ConcurrentHashMap<>();

Review Comment:
   We shouldn't need this extra lock. When updating the routing for a given 
table, we should grab the routing table build lock for the table, update both 
the routing entry, and also the sampler routing entries if exist



##########
pinot-broker/src/main/java/org/apache/pinot/broker/routing/manager/BaseBrokerRoutingManager.java:
##########
@@ -820,6 +971,69 @@ private void buildRoutingInternal(String 
tableNameWithType) {
         LOGGER.info("Rebuilt routing for table: {}", tableNameWithType);
       }
 
+      // Build routing entries for configured table samplers (if any).
+      // These entries use the same underlying routing components, but operate 
on a deterministically sampled set of
+      // segments selected during routing build.
+      List<TableSamplerConfig> tableSamplerConfigs = 
tableConfig.getTableSamplers();
+      if (tableSamplerConfigs != null && !tableSamplerConfigs.isEmpty()) {
+        Map<String, RoutingEntry> samplerRoutingEntries = new HashMap<>();
+        for (TableSamplerConfig samplerConfig : tableSamplerConfigs) {
+          String samplerName = samplerConfig.getName();
+          String samplerType = samplerConfig.getType();
+          if (StringUtils.isBlank(samplerName) || 
StringUtils.isBlank(samplerType)) {
+            LOGGER.warn("Skipping invalid table sampler config for table: {}, 
samplerName: {}, samplerType: {}",
+                tableNameWithType, samplerName, samplerType);
+            continue;
+          }
+          try {
+            TableSampler sampler = TableSamplerFactory.create(samplerType);
+            sampler.init(tableNameWithType, tableConfig, samplerConfig, 
_propertyStore);
+
+            SegmentPreSelector samplerSegmentPreSelector =

Review Comment:
   The sampler shouldn't be modeled as a pre-selector. It should be applied 
after pre-selection, where lineage is handled, or it can give wrong result.



##########
pinot-broker/src/main/java/org/apache/pinot/broker/routing/manager/BaseBrokerRoutingManager.java:
##########
@@ -820,6 +971,69 @@ private void buildRoutingInternal(String 
tableNameWithType) {
         LOGGER.info("Rebuilt routing for table: {}", tableNameWithType);
       }
 
+      // Build routing entries for configured table samplers (if any).
+      // These entries use the same underlying routing components, but operate 
on a deterministically sampled set of
+      // segments selected during routing build.
+      List<TableSamplerConfig> tableSamplerConfigs = 
tableConfig.getTableSamplers();
+      if (tableSamplerConfigs != null && !tableSamplerConfigs.isEmpty()) {
+        Map<String, RoutingEntry> samplerRoutingEntries = new HashMap<>();
+        for (TableSamplerConfig samplerConfig : tableSamplerConfigs) {
+          String samplerName = samplerConfig.getName();
+          String samplerType = samplerConfig.getType();
+          if (StringUtils.isBlank(samplerName) || 
StringUtils.isBlank(samplerType)) {
+            LOGGER.warn("Skipping invalid table sampler config for table: {}, 
samplerName: {}, samplerType: {}",
+                tableNameWithType, samplerName, samplerType);
+            continue;
+          }
+          try {
+            TableSampler sampler = TableSamplerFactory.create(samplerType);
+            sampler.init(tableNameWithType, tableConfig, samplerConfig, 
_propertyStore);
+
+            SegmentPreSelector samplerSegmentPreSelector =
+                new TableSamplerSegmentPreSelector(segmentPreSelector, 
sampler);
+            Set<String> samplerPreSelectedOnlineSegments =
+                // SegmentPreSelector contract allows mutation of the input 
set. Create a defensive copy so the
+                // sampler cannot mutate the shared onlineSegments set, which 
is reused by other samplers.
+                samplerSegmentPreSelector.preSelect(new 
HashSet<>(onlineSegments));

Review Comment:
   This should be applied to `preSelectedOnlineSegments`.



##########
pinot-broker/src/main/java/org/apache/pinot/broker/routing/manager/BaseBrokerRoutingManager.java:
##########
@@ -261,25 +355,33 @@ protected void processSegmentAssignmentChangeInternal() {
       if (idealStateStat != null && externalViewStat != null) {
         String tableNameWithType = cachedTableNames.get(i);
         futures.add(_executorService.submit(() -> {
+          AssignmentChangeResult assignmentChangeResult;
+          RoutingEntry routingEntry;
           Object tableLock = getRoutingTableBuildLock(tableNameWithType);
           synchronized (tableLock) {
             // The routingEntry may have been removed from the 
_routingEntryMap by the time we get here in case
             // one of the other functions such as 'removeRouting' was called 
since taking the snapshot. Check for
             // existence before proceeding. Also note that if new entries were 
added since the snapshot was taken, we
             // will miss processing them in this call. The buildRouting() 
method tries to handle that by checking for
             // changes in the IS / EV version after adding a new entry
-            RoutingEntry routingEntry = 
_routingEntryMap.get(tableNameWithType);
+            routingEntry = _routingEntryMap.get(tableNameWithType);
             if (routingEntry == null) {
               LOGGER.info("Table {} was removed while processing segment 
assignment change, skipping",
                   tableNameWithType);
               return;
             }
-            boolean hasISOrEVVersionChanged = 
processAssignmentChangeForTable(idealStateStat.getVersion(),
-                externalViewStat.getVersion(), routingEntry);
-            if (hasISOrEVVersionChanged) {
+            assignmentChangeResult =
+                processAssignmentChangeForTable(idealStateStat.getVersion(), 
externalViewStat.getVersion(),
+                    routingEntry);
+            if (assignmentChangeResult.hasVersionChanged()) {
               tablesUpdated.add(tableNameWithType);
             }
           }
+          // Avoid reusing the per-table lock for sampler routing update so 
sampler updates can proceed in parallel.

Review Comment:
   I don't follow this. Wouldn't this cause race condition? Routing entry is 
not protected



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