pitrou commented on code in PR #44053:
URL: https://github.com/apache/arrow/pull/44053#discussion_r1763232596


##########
cpp/src/arrow/acero/aggregate_benchmark.cc:
##########
@@ -866,5 +887,61 @@ 
BENCHMARK(TDigestKernelDoubleMedian)->Apply(QuantileKernelArgs);
 BENCHMARK(TDigestKernelDoubleDeciles)->Apply(QuantileKernelArgs);
 BENCHMARK(TDigestKernelDoubleCentiles)->Apply(QuantileKernelArgs);
 
+//
+// Segmented Aggregate
+//
+
+static void BenchmarkSegmentedAggregate(
+    benchmark::State& state, int64_t num_rows, std::vector<Aggregate> 
aggregates,
+    const std::vector<std::shared_ptr<Array>>& arguments,
+    const std::vector<std::shared_ptr<Array>>& keys, int64_t num_segment_keys,
+    int64_t num_segments) {
+  ASSERT_GT(num_segments, 0);
+
+  auto rng = random::RandomArrayGenerator(42);
+  auto segment_key = rng.Int64(num_rows, /*min=*/0, /*max=*/num_segments - 1);
+  int64_t* values = segment_key->data()->GetMutableValues<int64_t>(1);
+  std::sort(values, values + num_rows);
+  // num_segment_keys copies of the segment key.
+  ArrayVector segment_keys(num_segment_keys, segment_key);
+
+  BenchmarkAggregate(state, std::move(aggregates), arguments, keys, 
segment_keys);
+}
+
+template <typename... Args>
+static void CountScalarSegmentedByInts(benchmark::State& state, Args&&...) {
+  constexpr int64_t num_rows = 32 * 1024;
+
+  // A trivial column to count from.
+  auto arg = ConstantArrayGenerator::Zeroes(num_rows, int32());
+
+  BenchmarkSegmentedAggregate(state, num_rows, {{"count", ""}}, {arg}, {}, 
state.range(0),
+                              state.range(1));
+}
+BENCHMARK(CountScalarSegmentedByInts)
+    ->ArgNames({"SegmentKeys", "Segments"})
+    ->ArgsProduct({{0, 1, 2}, benchmark::CreateRange(1, 256, 8)});
+
+template <typename... Args>
+static void CountGroupByIntsSegmentedByInts(benchmark::State& state, 
Args&&...) {
+  constexpr int64_t num_rows = 32 * 1024;
+
+  // A trivial column to count from.
+  auto arg = ConstantArrayGenerator::Zeroes(num_rows, int32());
+
+  auto rng = random::RandomArrayGenerator(42);
+  int64_t num_keys = state.range(0);
+  ArrayVector keys(num_keys);
+  for (auto& key : keys) {
+    key = rng.Int64(num_rows, /*min=*/0, /*max=*/64);

Review Comment:
   It's a bit weird that this doesn't use num_segments. For comparison 
purposes, I would expect a similar cardinality in segmented and non-segmented 
keys.



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