#pragma once #include namespace DB { class SimpleMergeSelector : public IMergeSelector { public: struct Settings { /// Zero means unlimited. size_t max_parts_to_merge_at_once = 100; /** Minimum ratio of size of one part to all parts in set of parts to merge (for usual cases). * For example, if all parts have equal size, it means, that at least 'base' number of parts should be merged. * If parts has non-uniform sizes, then minimum number of parts to merge is effectively increased. * This behaviour balances merge-tree workload. * It called 'base', because merge-tree depth could be estimated as logarithm with that base. * * If base is higher - then tree gets more wide and narrow, lowering write amplification. * If base is lower - then merges occurs more frequently, lowering number of parts in average. * * We need some balance between write amplification and number of parts. */ double base = 5; /** Base is lowered until 1 (effectively means "merge any two parts") depending on several variables: * * 1. Total number of parts in partition. If too many - then base is lowered. * It means: when too many parts - do merges more urgently. * * 2. Minimum age of parts participating in merge. If higher age - then base is lowered. * It means: do less wide merges only rarely. * * 3. Sum size of parts participating in merge. If higher - then more age is required to lower base. So, base is lowered slower. * It means: for small parts, it's worth to merge faster, even not so wide or balanced. * * We have multivariative dependency. Let it be logarithmic of size and somewhat multi-linear by other variables, * between some boundary points, and constant outside. */ size_t min_size_to_lower_base = 1024 * 1024; size_t max_size_to_lower_base = 100ULL * 1024 * 1024 * 1024; time_t min_age_to_lower_base_at_min_size = 10; time_t min_age_to_lower_base_at_max_size = 10; time_t max_age_to_lower_base_at_min_size = 3600; time_t max_age_to_lower_base_at_max_size = 30 * 86400; size_t min_parts_to_lower_base = 10; size_t max_parts_to_lower_base = 50; /// Add this to size before all calculations. It means: merging even very small parts has it's fixed cost. size_t size_fixed_cost_to_add = 5 * 1024 * 1024; /** Heuristic: * Make some preference for ranges, that sum_size is like (in terms of ratio) to part previous at left. */ bool enable_heuristic_to_align_parts = true; double heuristic_to_align_parts_min_ratio_of_sum_size_to_prev_part = 0.9; double heuristic_to_align_parts_max_absolute_difference_in_powers_of_two = 0.5; double heuristic_to_align_parts_max_score_adjustment = 0.75; /** Heuristic: * From right side of range, remove all parts, that size is less than specified ratio of sum_size. */ bool enable_heuristic_to_remove_small_parts_at_right = true; double heuristic_to_remove_small_parts_at_right_max_ratio = 0.01; }; explicit SimpleMergeSelector(const Settings & settings_) : settings(settings_) {} PartsInPartition select( const Partitions & partitions, const size_t max_total_size_to_merge) override; private: const Settings settings; }; }