hudi-agent commented on code in PR #19081:
URL: https://github.com/apache/hudi/pull/19081#discussion_r3510478552


##########
hudi-client/hudi-client-common/src/main/java/org/apache/hudi/config/HoodieTTLConfig.java:
##########
@@ -112,6 +138,21 @@ public HoodieTTLConfig.Builder 
withTTLStrategyType(PartitionTTLStrategyType ttlS
       return this;
     }
 
+    public HoodieTTLConfig.Builder withEventTimeFormat(String format) {
+      ttlConfig.setValue(EVENT_TIME_FORMAT, format);
+      return this;
+    }
+
+    public HoodieTTLConfig.Builder withEventTimeSegmentStartIndex(int 
timeSegStartIndex) {
+      ttlConfig.setValue(EVENT_TIME_SEGMENT_START_INDEX, 
Integer.toString(timeSegStartIndex));
+      return this;
+    }
+
+    public HoodieTTLConfig.Builder 
withEventTimeDeleteHiveDefaultPartition(boolean enable) {

Review Comment:
   🤖 nit: `enable` is a bit generic here — the other two builder methods name 
their params after the concept (`format`, `timeSegStartIndex`). Could you 
rename this to `deleteHiveDefaultPartition` so the parameter is 
self-documenting at call sites?
   
   <sub><i>⚠️ AI-generated; verify before applying. React 👍/👎 to flag 
quality.</i></sub>



##########
hudi-client/hudi-client-common/src/main/java/org/apache/hudi/table/action/ttl/strategy/KeepByEventTimeStrategy.java:
##########
@@ -0,0 +1,296 @@
+/*
+ * 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.hudi.table.action.ttl.strategy;
+
+import org.apache.hudi.common.table.timeline.HoodieInstantTimeGenerator;
+import org.apache.hudi.common.util.PartitionPathEncodeUtils;
+import org.apache.hudi.config.HoodieTTLConfig;
+import org.apache.hudi.keygen.constant.KeyGeneratorOptions;
+import org.apache.hudi.table.HoodieTable;
+
+import lombok.extern.slf4j.Slf4j;
+
+import java.text.ParseException;
+import java.time.DateTimeException;
+import java.time.Instant;
+import java.time.LocalDate;
+import java.time.ZoneOffset;
+import java.time.format.DateTimeFormatter;
+import java.time.format.DateTimeParseException;
+import java.time.temporal.TemporalAccessor;
+import java.util.List;
+import java.util.stream.Collectors;
+
+/**
+ * Event-time based partition TTL strategy: lifetime is read from the 
partition path, not from
+ * commit metadata. Late-arriving writes into an old partition do not extend 
its lifetime, and
+ * backfilled historic partitions are still considered old. Compare with 
{@link KeepByTimeStrategy}
+ * (last commit time) and {@link KeepByCreationTimeStrategy} (creation commit 
time).
+ *
+ * <h3>Supported path shapes</h3>
+ * The first-class, tested shapes are day and hour granularity. Each example 
shows the partition
+ * path on the left and the required {@code timeSegStartIndex} on the right 
(see
+ * <i>Locating the time block</i> below); non-time segments may appear before 
and/or after the
+ * time block.
+ * <ul>
+ *   <li>Day, {@code format=yyyy-MM-dd}
+ *     <ul>
+ *       <li>time only: {@code 2026-06-27}, {@code dt=2026-06-27} — 
timeSegStartIndex {@code 0}</li>
+ *       <li>prefix + time: {@code region=us/2026-06-27}, {@code 
region=us/dt=2026-06-27} — timeSegStartIndex {@code 1}</li>
+ *       <li>time + suffix: {@code 2026-06-27/source=app}, {@code 
dt=2026-06-27/source=app} — timeSegStartIndex {@code 0}</li>
+ *       <li>prefix + time + suffix: {@code 
region=us/dt=2026-06-27/source=app} — timeSegStartIndex {@code 1}</li>
+ *     </ul>
+ *   </li>
+ *   <li>Day, {@code format=yyyyMMdd}
+ *     <ul>
+ *       <li>time only: {@code 20260627}, {@code dt=20260627} — 
timeSegStartIndex {@code 0}</li>
+ *       <li>prefix + time: {@code region=us/20260627}, {@code 
region=us/dt=20260627} — timeSegStartIndex {@code 1}</li>
+ *       <li>time + suffix: {@code 20260627/source=app}, {@code 
dt=20260627/source=app} — timeSegStartIndex {@code 0}</li>
+ *       <li>prefix + time + suffix: {@code region=us/dt=20260627/source=app} 
— timeSegStartIndex {@code 1}</li>
+ *     </ul>
+ *   </li>
+ *   <li>Hour, {@code format=yyyy-MM-dd/HH}
+ *     <ul>
+ *       <li>time only: {@code 2026-06-27/12}, {@code dt=2026-06-27/hh=12} — 
timeSegStartIndex {@code 0}</li>
+ *       <li>prefix + time: {@code region=us/2026-06-27/12}, {@code 
region=us/dt=2026-06-27/hh=12} — timeSegStartIndex {@code 1}</li>
+ *       <li>time + suffix: {@code 2026-06-27/12/source=app}, {@code 
dt=2026-06-27/hh=12/source=app} — timeSegStartIndex {@code 0}</li>
+ *       <li>prefix + time + suffix: {@code 
region=us/dt=2026-06-27/hh=12/source=app} — timeSegStartIndex {@code 1}</li>
+ *     </ul>
+ *   </li>
+ *   <li>Hour, {@code format=yyyyMMdd/HH}
+ *     <ul>
+ *       <li>time only: {@code 20260627/12}, {@code dt=20260627/hh=12} — 
timeSegStartIndex {@code 0}</li>
+ *       <li>prefix + time: {@code region=us/20260627/12}, {@code 
region=us/dt=20260627/hh=12} — timeSegStartIndex {@code 1}</li>
+ *       <li>time + suffix: {@code 20260627/12/source=app}, {@code 
dt=20260627/hh=12/source=app} — timeSegStartIndex {@code 0}</li>
+ *       <li>prefix + time + suffix: {@code 
region=us/dt=20260627/hh=12/source=app} — timeSegStartIndex {@code 1}</li>
+ *     </ul>
+ *   </li>
+ * </ul>
+ * Hive-style key names are not constrained: {@code dt=}, {@code day=}, {@code 
event_date=},
+ * {@code hh=}, {@code hour=} all work; only the value after {@code =} is 
parsed.
+ * <p>
+ * Any {@link java.time.format.DateTimeFormatter} pattern works as long as the 
resulting
+ * {@link java.time.temporal.TemporalAccessor} can be resolved to either an 
{@link java.time.Instant}
+ * or a {@link java.time.LocalDate} (day-only patterns are anchored at UTC 
start-of-day). A
+ * {@code /} in the pattern means the time value spans that many consecutive 
path segments.
+ * Patterns missing day-of-month, e.g. month-only {@code yyyy-MM}, cannot be 
resolved and will
+ * raise the standard parse-failure error at runtime.
+ *
+ * <h3>Locating the time block</h3>
+ * The time block must occupy a <i>contiguous</i> segment range of the 
partition path. Only the
+ * segments before it count toward {@code timeSegStartIndex}; segments after 
are ignored. Interleaved
+ * layouts such as {@code dt=20260627/source=app/hh=12} are not supported -- 
the time block must
+ * be in one piece.
+ *
+ * <h3>Time zone</h3>
+ * Both the partition's event time and the cutoff derived from {@code 
instantTime} are interpreted
+ * in UTC. Set {@code hoodie.table.timeline.timezone=UTC} so the timeline 
writes instants under the
+ * same convention; otherwise the cutoff drifts by the JVM's UTC offset -- a 
boundary effect at
+ * day granularity, a full-offset shift at hour granularity.
+ *
+ * <h3>Configuration</h3>
+ * All three knobs come with defaults, so a table whose partition path is 
purely a date in
+ * {@code yyyy-MM-dd} form works out of the box.
+ * <ul>
+ *   <li>{@link org.apache.hudi.config.HoodieTTLConfig#EVENT_TIME_FORMAT} — 
date-time pattern of
+ *       the time block in the partition path. Default {@code yyyy-MM-dd}. A 
{@code /} in the
+ *       pattern means the time block spans that many consecutive 
segments.</li>
+ *   <li>{@link 
org.apache.hudi.config.HoodieTTLConfig#EVENT_TIME_SEGMENT_START_INDEX} —
+ *       0-based index of the first segment that carries the time block. 
Default {@code 0}.
+ *       Raise it when non-time segments come before the time block (see 
examples above).</li>
+ *   <li>{@link 
org.apache.hudi.config.HoodieTTLConfig#EVENT_TIME_DELETE_HIVE_DEFAULT_PARTITION}
 —
+ *       whether to treat partitions whose time block contains {@code 
__HIVE_DEFAULT_PARTITION__}
+ *       in <i>any</i> segment as expired. Such a partition has an undefined 
event time (one of
+ *       its event-time columns was {@code NULL}, so the row cannot be placed 
on the configured
+ *       time axis) and falls outside the normal cutoff comparison. Default 
{@code false}, i.e.
+ *       such partitions are skipped with a WARN and the user keeps explicit 
control over them.
+ *       Applies to both single-segment formats (e.g. {@code 
dt=__HIVE_DEFAULT_PARTITION__}) and
+ *       multi-segment ones (e.g. {@code 
dt=2026-06-28/hh=__HIVE_DEFAULT_PARTITION__}).</li>
+ * </ul>
+ */
+@Slf4j
+public class KeepByEventTimeStrategy extends KeepByTimeStrategy {
+
+  private final String eventTimeFormat;
+  private final int timeSegStartIndex;
+  private final boolean deleteHiveDefaultPartition;
+  private final boolean hiveStylePartitioning;
+
+  public KeepByEventTimeStrategy(HoodieTable hoodieTable, String instantTime) {
+    super(hoodieTable, instantTime);
+    // Defaults: format='yyyy-MM-dd', timeSegStartIndex=0, 
deleteHiveDefaultPartition=false. The
+    // two guards below catch users who set the values explicitly to 
obviously-broken inputs.
+    this.eventTimeFormat = writeConfig.getPartitionTTLEventTimeFormat();
+    if (eventTimeFormat == null || eventTimeFormat.isEmpty()) {
+      throw new IllegalArgumentException(
+          HoodieTTLConfig.EVENT_TIME_FORMAT.key() + " must not be empty.");
+    }
+    this.timeSegStartIndex = 
writeConfig.getPartitionTTLEventTimeSegmentStartIndex();
+    if (timeSegStartIndex < 0) {
+      throw new IllegalArgumentException(
+          HoodieTTLConfig.EVENT_TIME_SEGMENT_START_INDEX.key() + " must be >= 
0, got " + timeSegStartIndex);
+    }
+    this.deleteHiveDefaultPartition = 
writeConfig.shouldDeleteHiveDefaultPartitionForEventTimeTTL();
+    // Hive-style partitioning is a table-level property recorded at table 
creation; trust it
+    // rather than guessing per-segment from a stray '=' character in a value.
+    this.hiveStylePartitioning = Boolean.parseBoolean(
+        
hoodieTable.getMetaClient().getTableConfig().getHiveStylePartitioningEnable());
+  }
+
+  @Override
+  protected List<String> getExpiredPartitionsForTimeStrategy(List<String> 
partitionPathsForTTL) {
+    long cutoffMillis = resolveCutoffMillis(instantTime, ttlInMilis);
+    DateTimeFormatter formatter = 
DateTimeFormatter.ofPattern(eventTimeFormat).withZone(ZoneOffset.UTC);
+    int segCount = segmentCount(eventTimeFormat);
+    return partitionPathsForTTL.stream().parallel()
+        .filter(path -> isPartitionExpiredByEventTime(
+            path, formatter, timeSegStartIndex, segCount, cutoffMillis, 
deleteHiveDefaultPartition, hiveStylePartitioning))
+        .collect(Collectors.toList());
+  }
+
+  /**
+   * Number of '/'-separated path segments the configured format occupies.
+   * Example: {@code yyyy-MM-dd/HH} -> 2.
+   */
+  static int segmentCount(String format) {
+    return format.split("/").length;
+  }
+
+  /**
+   * Resolve the "now" reference timestamp from {@code instantTime}, in UTC.
+   * <p>
+   * Anchoring on {@code instantTime} keeps the strategy idempotent across 
retries of the same
+   * replace commit. We parse it in UTC so the cutoff and the partition's 
event time (also parsed
+   * in UTC above) sit on the same axis -- otherwise expiry drifts by the 
JVM's UTC offset, which
+   * is negligible at day granularity but a full-offset shift at hour 
granularity.
+   */
+  static long resolveCutoffMillis(String instantTime, long ttlInMillis) {
+    try {
+      return HoodieInstantTimeGenerator.parseDateFromInstantTime(instantTime, 
ZoneOffset.UTC).getTime() - ttlInMillis;
+    } catch (ParseException e) {
+      throw new IllegalStateException("Failed to parse instant time " + 
instantTime, e);
+    }
+  }
+
+  /**
+   * Decide whether a partition path is expired.
+   * <p>
+   * The strategy treats any partition that cannot be parsed under the 
configured format /
+   * start-index / hive-style as a hard error. Reasoning: this class derives 
lifetime from the
+   * path itself, so a partition we cannot parse has no defined lifetime, and 
silently skipping
+   * it would leave it in the table forever while the rest of TTL appears to 
succeed. Switch to
+   * {@code KEEP_BY_TIME} or {@code KEEP_BY_CREATION_TIME} (which key off 
commit metadata, not
+   * the path) if the table contains partitions that don't conform to a single 
event-time shape.
+   * <p>
+   * Package-private so unit tests can exercise it directly without spinning 
up a HoodieTable.
+   */
+  static boolean isPartitionExpiredByEventTime(String partitionPath,
+                                               DateTimeFormatter formatter,
+                                               int timeSegStartIndex,
+                                               int segCount,
+                                               long cutoffMillis,
+                                               boolean 
deleteHiveDefaultPartition,

Review Comment:
   🤖 nit: two adjacent booleans at the tail of a 7-arg signature are easy to 
silently transpose at new call sites — the tests already acknowledge this with 
`/* */` inline comments. Have you considered a tiny options struct (or at least 
documenting the intended call-site pattern in the Javadoc) to make the ordering 
harder to get wrong?
   
   <sub><i>⚠️ AI-generated; verify before applying. React 👍/👎 to flag 
quality.</i></sub>



##########
hudi-client/hudi-client-common/src/main/java/org/apache/hudi/table/action/ttl/strategy/KeepByEventTimeStrategy.java:
##########
@@ -0,0 +1,275 @@
+/*
+ * 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.hudi.table.action.ttl.strategy;
+
+import org.apache.hudi.common.table.timeline.HoodieInstantTimeGenerator;
+import org.apache.hudi.common.util.PartitionPathEncodeUtils;
+import org.apache.hudi.table.HoodieTable;
+
+import lombok.extern.slf4j.Slf4j;
+
+import java.text.ParseException;
+import java.time.ZoneOffset;
+import java.time.format.DateTimeFormatter;
+import java.time.format.DateTimeParseException;
+import java.time.temporal.TemporalAccessor;
+import java.util.List;
+import java.util.stream.Collectors;
+
+/**
+ * Event-time based partition TTL strategy: lifetime is read from the 
partition path, not from
+ * commit metadata. Late-arriving writes into an old partition do not extend 
its lifetime, and
+ * backfilled historic partitions are still considered old. Compare with 
{@link KeepByTimeStrategy}
+ * (last commit time) and {@link KeepByCreationTimeStrategy} (creation commit 
time).
+ *
+ * <h3>Supported path shapes</h3>
+ * The first-class, tested shapes are day and hour granularity. Each example 
shows the partition
+ * path on the left and the required {@code startIndex} on the right (see
+ * <i>Locating the time block</i> below); non-time segments may appear before 
and/or after the
+ * time block.
+ * <ul>
+ *   <li>Day, {@code format=yyyy-MM-dd}
+ *     <ul>
+ *       <li>time only: {@code 2026-06-27}, {@code dt=2026-06-27} — startIndex 
{@code 0}</li>
+ *       <li>prefix + time: {@code region=us/2026-06-27}, {@code 
region=us/dt=2026-06-27} — startIndex {@code 1}</li>
+ *       <li>time + suffix: {@code 2026-06-27/source=app}, {@code 
dt=2026-06-27/source=app} — startIndex {@code 0}</li>
+ *       <li>prefix + time + suffix: {@code 
region=us/dt=2026-06-27/source=app} — startIndex {@code 1}</li>
+ *     </ul>
+ *   </li>
+ *   <li>Day, {@code format=yyyyMMdd}
+ *     <ul>
+ *       <li>time only: {@code 20260627}, {@code dt=20260627} — startIndex 
{@code 0}</li>
+ *       <li>prefix + time: {@code region=us/20260627}, {@code 
region=us/dt=20260627} — startIndex {@code 1}</li>
+ *       <li>time + suffix: {@code 20260627/source=app}, {@code 
dt=20260627/source=app} — startIndex {@code 0}</li>
+ *       <li>prefix + time + suffix: {@code region=us/dt=20260627/source=app} 
— startIndex {@code 1}</li>
+ *     </ul>
+ *   </li>
+ *   <li>Hour, {@code format=yyyy-MM-dd/HH}
+ *     <ul>
+ *       <li>time only: {@code 2026-06-27/12}, {@code dt=2026-06-27/hh=12} — 
startIndex {@code 0}</li>
+ *       <li>prefix + time: {@code region=us/2026-06-27/12}, {@code 
region=us/dt=2026-06-27/hh=12} — startIndex {@code 1}</li>
+ *       <li>time + suffix: {@code 2026-06-27/12/source=app}, {@code 
dt=2026-06-27/hh=12/source=app} — startIndex {@code 0}</li>
+ *       <li>prefix + time + suffix: {@code 
region=us/dt=2026-06-27/hh=12/source=app} — startIndex {@code 1}</li>
+ *     </ul>
+ *   </li>
+ *   <li>Hour, {@code format=yyyyMMdd/HH}
+ *     <ul>
+ *       <li>time only: {@code 20260627/12}, {@code dt=20260627/hh=12} — 
startIndex {@code 0}</li>
+ *       <li>prefix + time: {@code region=us/20260627/12}, {@code 
region=us/dt=20260627/hh=12} — startIndex {@code 1}</li>
+ *       <li>time + suffix: {@code 20260627/12/source=app}, {@code 
dt=20260627/hh=12/source=app} — startIndex {@code 0}</li>
+ *       <li>prefix + time + suffix: {@code 
region=us/dt=20260627/hh=12/source=app} — startIndex {@code 1}</li>
+ *     </ul>
+ *   </li>
+ * </ul>
+ * Hive-style key names are not constrained: {@code dt=}, {@code day=}, {@code 
event_date=},
+ * {@code hh=}, {@code hour=} all work; only the value after {@code =} is 
parsed.
+ * <p>
+ * Any {@link java.time.format.DateTimeFormatter} pattern works as long as the 
resulting
+ * {@link java.time.temporal.TemporalAccessor} can be resolved to either an 
{@link java.time.Instant}
+ * or a {@link java.time.LocalDate} (day-only patterns are anchored at UTC 
start-of-day). A
+ * {@code /} in the pattern means the time value spans that many consecutive 
path segments.
+ * Patterns missing day-of-month, e.g. month-only {@code yyyy-MM}, cannot be 
resolved and will
+ * raise the standard parse-failure error at runtime.
+ *
+ * <h3>Locating the time block</h3>
+ * The time block must occupy a <i>contiguous</i> segment range of the 
partition path. Only the
+ * segments before it count toward {@code startIndex}; segments after are 
ignored. Interleaved
+ * layouts such as {@code dt=20260627/source=app/hh=12} are not supported -- 
the time block must
+ * be in one piece.
+ *
+ * <h3>Time zone</h3>
+ * Both the partition's event time and the cutoff derived from {@code 
instantTime} are interpreted
+ * in UTC. Set {@code hoodie.table.timeline.timezone=UTC} so the timeline 
writes instants under the
+ * same convention; otherwise the cutoff drifts by the JVM's UTC offset -- a 
boundary effect at
+ * day granularity, a full-offset shift at hour granularity.
+ *
+ * <h3>Configuration</h3>
+ * All three knobs come with defaults, so a table whose partition path is 
purely a date in
+ * {@code yyyy-MM-dd} form works out of the box.
+ * <ul>
+ *   <li>{@link org.apache.hudi.config.HoodieTTLConfig#EVENT_TIME_FORMAT} — 
date-time pattern of
+ *       the time block in the partition path. Default {@code yyyy-MM-dd}. A 
{@code /} in the
+ *       pattern means the time block spans that many consecutive 
segments.</li>
+ *   <li>{@link 
org.apache.hudi.config.HoodieTTLConfig#EVENT_TIME_PARTITION_START_INDEX} —
+ *       0-based index of the first segment that carries the time block. 
Default {@code 0}.
+ *       Raise it when non-time segments come before the time block (see 
examples above).</li>
+ *   <li>{@link 
org.apache.hudi.config.HoodieTTLConfig#EVENT_TIME_DELETE_HIVE_DEFAULT_PARTITION}
 —
+ *       whether to treat partitions containing {@code 
__HIVE_DEFAULT_PARTITION__} (i.e. data
+ *       whose event-time column was {@code NULL}) as expired. Default {@code 
false}, i.e. such
+ *       partitions are skipped with a WARN and the user keeps explicit 
control over them.</li>
+ * </ul>
+ */
+@Slf4j
+public class KeepByEventTimeStrategy extends KeepByTimeStrategy {
+
+  private final String eventTimeFormat;
+  private final int startIndex;
+  private final boolean deleteHiveDefaultPartition;
+  private final boolean hiveStylePartitioning;
+
+  public KeepByEventTimeStrategy(HoodieTable hoodieTable, String instantTime) {
+    super(hoodieTable, instantTime);
+    // Defaults: format='yyyy-MM-dd', startIndex=0, 
deleteHiveDefaultPartition=false. The two
+    // guards below catch users who set the values explicitly to 
obviously-broken inputs.
+    this.eventTimeFormat = writeConfig.getPartitionTTLEventTimeFormat();
+    if (eventTimeFormat == null || eventTimeFormat.isEmpty()) {
+      throw new IllegalArgumentException(
+          "hoodie.partition.ttl.strategy.event.time.format must not be 
empty.");
+    }
+    this.startIndex = 
writeConfig.getPartitionTTLEventTimePartitionStartIndex();
+    if (startIndex < 0) {
+      throw new IllegalArgumentException(
+          "hoodie.partition.ttl.strategy.event.time.partition.start.index must 
be >= 0, got " + startIndex);
+    }
+    this.deleteHiveDefaultPartition = 
writeConfig.shouldDeleteHiveDefaultPartitionForEventTimeTTL();
+    // Hive-style partitioning is a table-level property recorded at table 
creation; trust it
+    // rather than guessing per-segment from a stray '=' character in a value.
+    this.hiveStylePartitioning = Boolean.parseBoolean(
+        
hoodieTable.getMetaClient().getTableConfig().getHiveStylePartitioningEnable());
+  }
+
+  @Override
+  protected List<String> getExpiredPartitionsForTimeStrategy(List<String> 
partitionPathsForTTL) {
+    long cutoffMillis = resolveCutoffMillis(instantTime, ttlInMilis);

Review Comment:
   🤖 Agree this is worth fixing in this PR rather than deferring, since the 
event-time path inherits the overflow directly. The math checks out: 86.4M 
ms/day × 25 already exceeds Integer.MAX_VALUE, so 30d wraps negative and 
silently trips the parent's `ttlInMilis <= 0` skip, while mid-range values wrap 
positive and could over-delete. Because `resolveCutoffMillis` here consumes 
that same `ttlInMilis`, the `1000L` widening looks like the minimal safe fix.



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