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slightly faster and perf test
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@ -35,6 +35,12 @@ struct LastElementCacheStats
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{
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UInt64 hits = 0;
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UInt64 misses = 0;
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void update(size_t num_tries, size_t num_misses)
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{
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hits += num_tries - num_misses;
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misses += num_misses;
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}
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};
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namespace columns_hashing_impl
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@ -48,15 +54,15 @@ struct LastElementCache
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Value value;
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bool empty = true;
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bool found = false;
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LastElementCacheStats stats;
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UInt64 misses = 0;
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bool check(const Value & value_) const { return value == value_; }
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template <typename Key>
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bool check(const Key & key) const { return value.first == key; }
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bool hasOnlyOneValue() const { return !empty && found && stats.misses == 0; }
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LastElementCacheStats getStats() const { return stats; }
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bool hasOnlyOneValue() const { return found && misses == 1; }
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UInt64 getMisses() const { return misses; }
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};
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template <typename Data>
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@ -212,7 +218,7 @@ public:
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{
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cache.empty = true;
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cache.found = false;
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cache.stats = {};
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cache.misses = 0;
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}
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}
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@ -223,11 +229,11 @@ public:
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return false;
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}
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ALWAYS_INLINE LastElementCacheStats getCacheStatsSinceLastReset() const
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ALWAYS_INLINE UInt64 getCacheMissesSinceLastReset() const
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{
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if constexpr (consecutive_keys_optimization)
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return cache.getStats();
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return {0, 0};
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return cache.getMisses();
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return 0;
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}
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ALWAYS_INLINE bool isNullAt(size_t row) const
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@ -270,22 +276,14 @@ protected:
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ALWAYS_INLINE EmplaceResult emplaceImpl(KeyHolder & key_holder, Data & data)
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{
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if constexpr (consecutive_keys_optimization)
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{
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if (!cache.empty)
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{
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if (cache.found && cache.check(keyHolderGetKey(key_holder)))
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{
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++cache.stats.hits;
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if constexpr (has_mapped)
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return EmplaceResult(cache.value.second, cache.value.second, false);
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else
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return EmplaceResult(false);
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}
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else
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{
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++cache.stats.misses;
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}
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}
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}
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typename Data::LookupResult it;
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@ -308,6 +306,7 @@ protected:
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{
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cache.found = true;
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cache.empty = false;
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++cache.misses;
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if constexpr (has_mapped)
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{
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@ -330,26 +329,18 @@ protected:
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template <typename Data, typename Key>
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ALWAYS_INLINE FindResult findKeyImpl(Key key, Data & data)
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{
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if constexpr (Cache::consecutive_keys_optimization)
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if constexpr (consecutive_keys_optimization)
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{
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/// It's possible to support such combination, but code will became more complex.
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/// Now there's not place where we need this options enabled together
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static_assert(!FindResult::has_offset, "`consecutive_keys_optimization` and `has_offset` are conflicting options");
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if (!cache.empty)
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if (likely(!cache.empty) && cache.check(key))
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{
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if (cache.check(key))
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{
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++cache.stats.hits;
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if constexpr (has_mapped)
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return FindResult(&cache.value.second, cache.found, 0);
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else
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return FindResult(cache.found, 0);
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}
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else
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{
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++cache.stats.misses;
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}
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}
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}
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auto it = data.find(key);
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@ -358,6 +349,7 @@ protected:
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{
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cache.found = it != nullptr;
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cache.empty = false;
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++cache.misses;
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if constexpr (has_mapped)
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{
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@ -1014,7 +1014,9 @@ void Aggregator::mergeOnBlockSmall(
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#define M(NAME, IS_TWO_LEVEL) \
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else if (result.type == AggregatedDataVariants::Type::NAME) \
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mergeStreamsImpl(result.aggregates_pool, *result.NAME, result.NAME->data, \
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result.without_key, /* no_more_keys= */ false, \
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result.without_key, \
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result.consecutive_keys_cache_stats, \
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/* no_more_keys= */ false, \
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row_begin, row_end, \
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aggregate_columns_data, key_columns, result.aggregates_pool);
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@ -1067,10 +1069,7 @@ void NO_INLINE Aggregator::executeImpl(
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{
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typename Method::State state(key_columns, key_sizes, aggregation_state_cache);
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executeImpl(method, state, aggregates_pool, row_begin, row_end, aggregate_instructions, no_more_keys, all_keys_are_const, overflow_row);
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auto current_stats = state.getCacheStatsSinceLastReset();
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consecutive_keys_cache_stats.hits += current_stats.hits;
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consecutive_keys_cache_stats.misses += current_stats.misses;
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consecutive_keys_cache_stats.update(row_end - row_begin, state.getCacheMissesSinceLastReset());
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}
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else
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{
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@ -2921,20 +2920,17 @@ ManyAggregatedDataVariants Aggregator::prepareVariantsToMerge(ManyAggregatedData
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return non_empty_data;
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}
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template <bool no_more_keys, typename Method, typename Table>
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template <bool no_more_keys, typename State, typename Table>
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void NO_INLINE Aggregator::mergeStreamsImplCase(
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Arena * aggregates_pool,
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Method & method [[maybe_unused]],
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State & state,
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Table & data,
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AggregateDataPtr overflow_row,
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size_t row_begin,
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size_t row_end,
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const AggregateColumnsConstData & aggregate_columns_data,
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const ColumnRawPtrs & key_columns,
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Arena * arena_for_keys) const
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{
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typename Method::State state(key_columns, key_sizes, aggregation_state_cache);
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std::unique_ptr<AggregateDataPtr[]> places(new AggregateDataPtr[row_end]);
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if (!arena_for_keys)
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@ -2990,6 +2986,7 @@ void NO_INLINE Aggregator::mergeStreamsImpl(
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Method & method,
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Table & data,
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AggregateDataPtr overflow_row,
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LastElementCacheStats & consecutive_keys_cache_stats,
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bool no_more_keys,
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Arena * arena_for_keys) const
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{
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@ -2997,15 +2994,17 @@ void NO_INLINE Aggregator::mergeStreamsImpl(
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const ColumnRawPtrs & key_columns = params.makeRawKeyColumns(block);
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mergeStreamsImpl<Method, Table>(
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aggregates_pool, method, data, overflow_row, no_more_keys, 0, block.rows(), aggregate_columns_data, key_columns, arena_for_keys);
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aggregates_pool, method, data, overflow_row, consecutive_keys_cache_stats,
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no_more_keys, 0, block.rows(), aggregate_columns_data, key_columns, arena_for_keys);
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}
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template <typename Method, typename Table>
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void NO_INLINE Aggregator::mergeStreamsImpl(
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Arena * aggregates_pool,
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Method & method,
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Method & method [[maybe_unused]],
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Table & data,
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AggregateDataPtr overflow_row,
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LastElementCacheStats & consecutive_keys_cache_stats,
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bool no_more_keys,
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size_t row_begin,
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size_t row_end,
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@ -3013,12 +3012,30 @@ void NO_INLINE Aggregator::mergeStreamsImpl(
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const ColumnRawPtrs & key_columns,
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Arena * arena_for_keys) const
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{
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UInt64 total_rows = consecutive_keys_cache_stats.hits + consecutive_keys_cache_stats.misses;
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double cache_hit_rate = total_rows ? static_cast<double>(consecutive_keys_cache_stats.hits) / (total_rows) : 1.0;
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bool use_cache = cache_hit_rate >= 0.5;
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if (use_cache)
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{
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typename Method::State state(key_columns, key_sizes, aggregation_state_cache);
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if (!no_more_keys)
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mergeStreamsImplCase<false>(
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aggregates_pool, method, data, overflow_row, row_begin, row_end, aggregate_columns_data, key_columns, arena_for_keys);
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mergeStreamsImplCase<false>(aggregates_pool, state, data, overflow_row, row_begin, row_end, aggregate_columns_data, arena_for_keys);
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else
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mergeStreamsImplCase<true>(
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aggregates_pool, method, data, overflow_row, row_begin, row_end, aggregate_columns_data, key_columns, arena_for_keys);
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mergeStreamsImplCase<true>(aggregates_pool, state, data, overflow_row, row_begin, row_end, aggregate_columns_data, arena_for_keys);
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consecutive_keys_cache_stats.update(row_end - row_begin, state.getCacheMissesSinceLastReset());
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}
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else
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{
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typename Method::StateNoCache state(key_columns, key_sizes, aggregation_state_cache);
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if (!no_more_keys)
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mergeStreamsImplCase<false>(aggregates_pool, state, data, overflow_row, row_begin, row_end, aggregate_columns_data, arena_for_keys);
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else
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mergeStreamsImplCase<true>(aggregates_pool, state, data, overflow_row, row_begin, row_end, aggregate_columns_data, arena_for_keys);
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}
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}
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@ -3078,7 +3095,7 @@ bool Aggregator::mergeOnBlock(Block block, AggregatedDataVariants & result, bool
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mergeBlockWithoutKeyStreamsImpl(std::move(block), result);
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#define M(NAME, IS_TWO_LEVEL) \
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else if (result.type == AggregatedDataVariants::Type::NAME) \
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mergeStreamsImpl(std::move(block), result.aggregates_pool, *result.NAME, result.NAME->data, result.without_key, no_more_keys);
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mergeStreamsImpl(std::move(block), result.aggregates_pool, *result.NAME, result.NAME->data, result.without_key, result.consecutive_keys_cache_stats, no_more_keys);
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APPLY_FOR_AGGREGATED_VARIANTS(M)
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#undef M
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@ -3183,7 +3200,7 @@ void Aggregator::mergeBlocks(BucketToBlocks bucket_to_blocks, AggregatedDataVari
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{
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#define M(NAME) \
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else if (result.type == AggregatedDataVariants::Type::NAME) \
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mergeStreamsImpl(std::move(block), aggregates_pool, *result.NAME, result.NAME->data.impls[bucket], nullptr, false);
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mergeStreamsImpl(std::move(block), aggregates_pool, *result.NAME, result.NAME->data.impls[bucket], nullptr, result.consecutive_keys_cache_stats, false);
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if (false) {} // NOLINT
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APPLY_FOR_VARIANTS_TWO_LEVEL(M)
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@ -3238,7 +3255,7 @@ void Aggregator::mergeBlocks(BucketToBlocks bucket_to_blocks, AggregatedDataVari
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#define M(NAME, IS_TWO_LEVEL) \
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else if (result.type == AggregatedDataVariants::Type::NAME) \
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mergeStreamsImpl(std::move(block), result.aggregates_pool, *result.NAME, result.NAME->data, result.without_key, no_more_keys);
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mergeStreamsImpl(std::move(block), result.aggregates_pool, *result.NAME, result.NAME->data, result.without_key, result.consecutive_keys_cache_stats, no_more_keys);
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APPLY_FOR_AGGREGATED_VARIANTS(M)
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#undef M
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@ -3316,7 +3333,7 @@ Block Aggregator::mergeBlocks(BlocksList & blocks, bool final)
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#define M(NAME, IS_TWO_LEVEL) \
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else if (result.type == AggregatedDataVariants::Type::NAME) \
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mergeStreamsImpl(std::move(block), result.aggregates_pool, *result.NAME, result.NAME->data, nullptr, false, arena_for_keys.get());
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mergeStreamsImpl(std::move(block), result.aggregates_pool, *result.NAME, result.NAME->data, nullptr, result.consecutive_keys_cache_stats, false, arena_for_keys.get());
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APPLY_FOR_AGGREGATED_VARIANTS(M)
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#undef M
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@ -1467,16 +1467,15 @@ private:
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bool final,
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ThreadPool * thread_pool) const;
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template <bool no_more_keys, typename Method, typename Table>
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template <bool no_more_keys, typename State, typename Table>
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void mergeStreamsImplCase(
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Arena * aggregates_pool,
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Method & method,
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State & state,
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Table & data,
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AggregateDataPtr overflow_row,
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size_t row_begin,
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size_t row_end,
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const AggregateColumnsConstData & aggregate_columns_data,
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const ColumnRawPtrs & key_columns,
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Arena * arena_for_keys) const;
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/// `arena_for_keys` used to store serialized aggregation keys (in methods like `serialized`) to save some space.
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@ -1488,6 +1487,7 @@ private:
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Method & method,
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Table & data,
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AggregateDataPtr overflow_row,
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LastElementCacheStats & consecutive_keys_cache_stats,
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bool no_more_keys,
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Arena * arena_for_keys = nullptr) const;
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@ -1497,6 +1497,7 @@ private:
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Method & method,
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Table & data,
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AggregateDataPtr overflow_row,
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LastElementCacheStats & consecutive_keys_cache_stats,
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bool no_more_keys,
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size_t row_begin,
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size_t row_end,
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@ -1507,6 +1508,7 @@ private:
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void mergeBlockWithoutKeyStreamsImpl(
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Block block,
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AggregatedDataVariants & result) const;
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void mergeWithoutKeyStreamsImpl(
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AggregatedDataVariants & result,
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size_t row_begin,
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8
tests/performance/group_by_consecutive_keys.xml
Normal file
8
tests/performance/group_by_consecutive_keys.xml
Normal file
@ -0,0 +1,8 @@
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<test>
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<query>SELECT toUInt64(intDiv(number, 1000000)) AS n, count(), sum(number) FROM numbers(10000000) GROUP BY n FORMAT Null</query>
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<query>SELECT toString(intDiv(number, 1000000)) AS n, count(), sum(number) FROM numbers(10000000) GROUP BY n FORMAT Null</query>
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<query>SELECT toUInt64(intDiv(number, 1000000)) AS n, count(), uniq(number) FROM numbers(10000000) GROUP BY n FORMAT Null</query>
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<query>SELECT toUInt64(intDiv(number, 100000)) AS n, count(), sum(number) FROM numbers(10000000) GROUP BY n FORMAT Null</query>
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<query>SELECT toUInt64(intDiv(number, 100)) AS n, count(), sum(number) FROM numbers(10000000) GROUP BY n FORMAT Null</query>
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<query>SELECT toUInt64(intDiv(number, 10)) AS n, count(), sum(number) FROM numbers(10000000) GROUP BY n FORMAT Null</query>
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</test>
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