#include "CacheDictionary.h" #include #include #include #include #include #include #include #include namespace ProfileEvents { extern const Event DictCacheKeysRequested; extern const Event DictCacheKeysRequestedMiss; extern const Event DictCacheKeysRequestedFound; extern const Event DictCacheKeysExpired; extern const Event DictCacheKeysNotFound; extern const Event DictCacheKeysHit; extern const Event DictCacheRequestTimeNs; extern const Event DictCacheRequests; extern const Event DictCacheLockWriteNs; extern const Event DictCacheLockReadNs; } namespace CurrentMetrics { extern const Metric DictCacheRequests; } namespace DB { namespace ErrorCodes { extern const int TYPE_MISMATCH; } template void CacheDictionary::getItemsNumberImpl( Attribute & attribute, const PaddedPODArray & ids, ResultArrayType & out, DefaultGetter && get_default) const { /// Mapping: -> { all indices `i` of `ids` such that `ids[i]` = } std::unordered_map> outdated_ids; auto & attribute_array = std::get>(attribute.arrays); const auto rows = ext::size(ids); size_t cache_expired = 0, cache_not_found = 0, cache_hit = 0; { const ProfilingScopedReadRWLock read_lock{rw_lock, ProfileEvents::DictCacheLockReadNs}; const auto now = std::chrono::system_clock::now(); /// fetch up-to-date values, decide which ones require update for (const auto row : ext::range(0, rows)) { const auto id = ids[row]; /** cell should be updated if either: * 1. ids do not match, * 2. cell has expired, * 3. explicit defaults were specified and cell was set default. */ const auto find_result = findCellIdx(id, now); if (!find_result.valid) { outdated_ids[id].push_back(row); if (find_result.outdated) ++cache_expired; else ++cache_not_found; } else { ++cache_hit; const auto & cell_idx = find_result.cell_idx; const auto & cell = cells[cell_idx]; out[row] = cell.isDefault() ? get_default(row) : static_cast(attribute_array[cell_idx]); } } } ProfileEvents::increment(ProfileEvents::DictCacheKeysExpired, cache_expired); ProfileEvents::increment(ProfileEvents::DictCacheKeysNotFound, cache_not_found); ProfileEvents::increment(ProfileEvents::DictCacheKeysHit, cache_hit); query_count.fetch_add(rows, std::memory_order_relaxed); hit_count.fetch_add(rows - outdated_ids.size(), std::memory_order_release); if (outdated_ids.empty()) return; std::vector required_ids(outdated_ids.size()); std::transform(std::begin(outdated_ids), std::end(outdated_ids), std::begin(required_ids), [](auto & pair) { return pair.first; }); /// request new values update( required_ids, [&](const auto id, const auto cell_idx) { const auto attribute_value = attribute_array[cell_idx]; for (const size_t row : outdated_ids[id]) out[row] = static_cast(attribute_value); }, [&](const auto id, const auto) { for (const size_t row : outdated_ids[id]) out[row] = get_default(row); }); } template void CacheDictionary::getItemsString( Attribute & attribute, const PaddedPODArray & ids, ColumnString * out, DefaultGetter && get_default) const { const auto rows = ext::size(ids); /// save on some allocations out->getOffsets().reserve(rows); auto & attribute_array = std::get>(attribute.arrays); auto found_outdated_values = false; /// perform optimistic version, fallback to pessimistic if failed { const ProfilingScopedReadRWLock read_lock{rw_lock, ProfileEvents::DictCacheLockReadNs}; const auto now = std::chrono::system_clock::now(); /// fetch up-to-date values, discard on fail for (const auto row : ext::range(0, rows)) { const auto id = ids[row]; const auto find_result = findCellIdx(id, now); if (!find_result.valid) { found_outdated_values = true; break; } else { const auto & cell_idx = find_result.cell_idx; const auto & cell = cells[cell_idx]; const auto string_ref = cell.isDefault() ? get_default(row) : attribute_array[cell_idx]; out->insertData(string_ref.data, string_ref.size); } } } /// optimistic code completed successfully if (!found_outdated_values) { query_count.fetch_add(rows, std::memory_order_relaxed); hit_count.fetch_add(rows, std::memory_order_release); return; } /// now onto the pessimistic one, discard possible partial results from the optimistic path out->getChars().resize_assume_reserved(0); out->getOffsets().resize_assume_reserved(0); /// Mapping: -> { all indices `i` of `ids` such that `ids[i]` = } std::unordered_map> outdated_ids; /// we are going to store every string separately std::unordered_map map; size_t total_length = 0; size_t cache_expired = 0, cache_not_found = 0, cache_hit = 0; { const ProfilingScopedReadRWLock read_lock{rw_lock, ProfileEvents::DictCacheLockReadNs}; const auto now = std::chrono::system_clock::now(); for (const auto row : ext::range(0, ids.size())) { const auto id = ids[row]; const auto find_result = findCellIdx(id, now); if (!find_result.valid) { outdated_ids[id].push_back(row); if (find_result.outdated) ++cache_expired; else ++cache_not_found; } else { ++cache_hit; const auto & cell_idx = find_result.cell_idx; const auto & cell = cells[cell_idx]; const auto string_ref = cell.isDefault() ? get_default(row) : attribute_array[cell_idx]; if (!cell.isDefault()) map[id] = String{string_ref}; total_length += string_ref.size + 1; } } } ProfileEvents::increment(ProfileEvents::DictCacheKeysExpired, cache_expired); ProfileEvents::increment(ProfileEvents::DictCacheKeysNotFound, cache_not_found); ProfileEvents::increment(ProfileEvents::DictCacheKeysHit, cache_hit); query_count.fetch_add(rows, std::memory_order_relaxed); hit_count.fetch_add(rows - outdated_ids.size(), std::memory_order_release); /// request new values if (!outdated_ids.empty()) { std::vector required_ids(outdated_ids.size()); std::transform(std::begin(outdated_ids), std::end(outdated_ids), std::begin(required_ids), [](auto & pair) { return pair.first; }); update( required_ids, [&](const auto id, const auto cell_idx) { const auto attribute_value = attribute_array[cell_idx]; map[id] = String{attribute_value}; total_length += (attribute_value.size + 1) * outdated_ids[id].size(); }, [&](const auto id, const auto) { for (const auto row : outdated_ids[id]) total_length += get_default(row).size + 1; }); } out->getChars().reserve(total_length); for (const auto row : ext::range(0, ext::size(ids))) { const auto id = ids[row]; const auto it = map.find(id); const auto string_ref = it != std::end(map) ? StringRef{it->second} : get_default(row); out->insertData(string_ref.data, string_ref.size); } } template void CacheDictionary::update( const std::vector & requested_ids, PresentIdHandler && on_cell_updated, AbsentIdHandler && on_id_not_found) const { CurrentMetrics::Increment metric_increment{CurrentMetrics::DictCacheRequests}; ProfileEvents::increment(ProfileEvents::DictCacheKeysRequested, requested_ids.size()); std::unordered_map remaining_ids{requested_ids.size()}; for (const auto id : requested_ids) remaining_ids.insert({id, 0}); const auto now = std::chrono::system_clock::now(); const ProfilingScopedWriteRWLock write_lock{rw_lock, ProfileEvents::DictCacheLockWriteNs}; if (now > backoff_end_time) { try { if (error_count) { /// Recover after error: we have to clone the source here because /// it could keep connections which should be reset after error. source_ptr = source_ptr->clone(); } Stopwatch watch; auto stream = source_ptr->loadIds(requested_ids); stream->readPrefix(); while (const auto block = stream->read()) { const auto id_column = typeid_cast(block.safeGetByPosition(0).column.get()); if (!id_column) throw Exception{name + ": id column has type different from UInt64.", ErrorCodes::TYPE_MISMATCH}; const auto & ids = id_column->getData(); /// cache column pointers const auto column_ptrs = ext::map( ext::range(0, attributes.size()), [&block](size_t i) { return block.safeGetByPosition(i + 1).column.get(); }); for (const auto i : ext::range(0, ids.size())) { const auto id = ids[i]; const auto find_result = findCellIdx(id, now); const auto & cell_idx = find_result.cell_idx; auto & cell = cells[cell_idx]; for (const auto attribute_idx : ext::range(0, attributes.size())) { const auto & attribute_column = *column_ptrs[attribute_idx]; auto & attribute = attributes[attribute_idx]; setAttributeValue(attribute, cell_idx, attribute_column[i]); } /// if cell id is zero and zero does not map to this cell, then the cell is unused if (cell.id == 0 && cell_idx != zero_cell_idx) element_count.fetch_add(1, std::memory_order_relaxed); cell.id = id; if (dict_lifetime.min_sec != 0 && dict_lifetime.max_sec != 0) { std::uniform_int_distribution distribution{dict_lifetime.min_sec, dict_lifetime.max_sec}; cell.setExpiresAt(now + std::chrono::seconds{distribution(rnd_engine)}); } else cell.setExpiresAt(std::chrono::time_point::max()); /// inform caller on_cell_updated(id, cell_idx); /// mark corresponding id as found remaining_ids[id] = 1; } } stream->readSuffix(); error_count = 0; last_exception = std::exception_ptr{}; backoff_end_time = std::chrono::system_clock::time_point{}; ProfileEvents::increment(ProfileEvents::DictCacheRequestTimeNs, watch.elapsed()); } catch (...) { ++error_count; last_exception = std::current_exception(); backoff_end_time = now + std::chrono::seconds(calculateDurationWithBackoff(rnd_engine, error_count)); tryLogException(last_exception, log, "Could not update cache dictionary '" + getName() + "', next update is scheduled at " + DateLUT::instance().timeToString(std::chrono::system_clock::to_time_t(backoff_end_time))); } } size_t not_found_num = 0, found_num = 0; /// Check which ids have not been found and require setting null_value for (const auto & id_found_pair : remaining_ids) { if (id_found_pair.second) { ++found_num; continue; } ++not_found_num; const auto id = id_found_pair.first; const auto find_result = findCellIdx(id, now); const auto & cell_idx = find_result.cell_idx; auto & cell = cells[cell_idx]; if (error_count) { if (find_result.outdated) { /// We have expired data for that `id` so we can continue using it. bool was_default = cell.isDefault(); cell.setExpiresAt(backoff_end_time); if (was_default) cell.setDefault(); if (was_default) on_id_not_found(id, cell_idx); else on_cell_updated(id, cell_idx); continue; } /// We don't have expired data for that `id` so all we can do is to rethrow `last_exception`. std::rethrow_exception(last_exception); } /// Check if cell had not been occupied before and increment element counter if it hadn't if (cell.id == 0 && cell_idx != zero_cell_idx) element_count.fetch_add(1, std::memory_order_relaxed); cell.id = id; if (dict_lifetime.min_sec != 0 && dict_lifetime.max_sec != 0) { std::uniform_int_distribution distribution{dict_lifetime.min_sec, dict_lifetime.max_sec}; cell.setExpiresAt(now + std::chrono::seconds{distribution(rnd_engine)}); } else cell.setExpiresAt(std::chrono::time_point::max()); /// Set null_value for each attribute cell.setDefault(); for (auto & attribute : attributes) setDefaultAttributeValue(attribute, cell_idx); /// inform caller that the cell has not been found on_id_not_found(id, cell_idx); } ProfileEvents::increment(ProfileEvents::DictCacheKeysRequestedMiss, not_found_num); ProfileEvents::increment(ProfileEvents::DictCacheKeysRequestedFound, found_num); ProfileEvents::increment(ProfileEvents::DictCacheRequests); } }