MaxGekk commented on code in PR #56744:
URL: https://github.com/apache/spark/pull/56744#discussion_r3470287830


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sql/core/src/test/scala/org/apache/spark/sql/execution/benchmark/TimestampNanosBenchmark.scala:
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@@ -0,0 +1,233 @@
+/*
+ * 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.sql.execution.benchmark
+
+import org.apache.spark.benchmark.Benchmark
+import 
org.apache.spark.sql.catalyst.util.DateTimeTestUtils.{withDefaultTimeZone, LA}
+import org.apache.spark.sql.internal.SQLConf
+
+/**
+ * Synthetic benchmark comparing the microsecond timestamp path against the 
nanosecond-precision
+ * timestamp types `TIMESTAMP_NTZ(p)` / `TIMESTAMP_LTZ(p)`, `p in [7, 9]` 
(umbrella SPARK-56822).
+ *
+ * Most groups pair the same operation over a microsecond timestamp and the 
nanosecond type, so the
+ * per-row delta of the nanos path (a 16-byte `TimestampNanosVal` = 
epochMicros:Long +
+ * nanosWithinMicro:Short carrier, vs a plain 8-byte Long) is read directly 
off adjacent rows. A few
+ * groups pair related operations instead: Cast includes the cross-casts 
(micros <-> nanos(9)) and a
+ * nanos-only narrowing (nanos(9) -> nanos(7)), and Datetime functions pairs 
`unix_micros` with the
+ * nanos-only `unix_nanos`.
+ * The areas where nanos is expected to diverge from micros:
+ *   - hashing: two hash ops (hashInt(nanos, hashLong(micros))) vs one;

Review Comment:
   Nit: the parentheses here are unbalanced — the two ops are `hashInt(nanos)` 
and `hashLong(micros)`.
   ```suggestion
    *   - hashing: two hash ops (hashInt(nanos), hashLong(micros)) vs one;
   ```



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