heyihong commented on code in PR #53625:
URL: https://github.com/apache/spark/pull/53625#discussion_r2655856043


##########
common/utils-java/src/main/java/org/apache/spark/util/UUIDv7Generator.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.spark.util;
+
+import java.util.UUID;
+import java.util.concurrent.ThreadLocalRandom;
+
+/**
+ * Generator for UUIDv7 as defined in RFC 9562.
+ * https://www.rfc-editor.org/rfc/rfc9562.html
+ *
+ * UUIDv7 is a time-ordered UUID that embeds a Unix timestamp in milliseconds.
+ *
+ * Monotonicity is best-effort but not strictly guaranteed by this 
implementation,
+ * in rare cases such as concurrent generation within the same millisecond or 
clock adjustments.
+ * This trade-off is intentional to avoid throughput degradation or thread 
contention.
+ */
+public final class UUIDv7Generator {
+
+    private UUIDv7Generator() {
+        // Prevent instantiation, as this is a util class.
+    }
+
+    /**
+     * Generate a UUIDv7 from the current time.
+     *
+     * The generated UUID embeds a 48-bit Unix timestamp (milliseconds since 
epoch),
+     * followed by random bits for uniqueness. Monotonicity is best-effort: 
UUIDs
+     * generated across different milliseconds will be ordered, but UUIDs 
within
+     * the same millisecond may have random ordering.
+     *
+     * @return a new UUIDv7
+     */
+    public static UUID generate() {
+        long timestamp = System.currentTimeMillis();
+
+        // 48-bit timestamp | 4-bit version (0111) | 12-bit rand_a
+        long msb = (timestamp << 16) | (0x7L << 12) | 
(ThreadLocalRandom.current().nextInt() & 0xFFF);

Review Comment:
   @asl3 One more thing worth mentioning is that **instances of 
ThreadLocalRandom are not cryptographically secure**, according to 
https://docs.oracle.com/en/java/javase/21/docs/api/java.base/java/util/concurrent/ThreadLocalRandom.html.
   
   That is also not the best practice according to [Section 
6.9](https://www.rfc-editor.org/rfc/rfc9562.html#name-unguessability). It may 
be worth considering fixing it, since uniqueness is essential for a UUID.
   ```
   Implementations SHOULD utilize a cryptographically secure pseudorandom 
number generator (CSPRNG) to provide values that are both difficult to predict 
("unguessable") and have a low likelihood of collision ("unique"). 
   ```



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