#include "ClusterCopier.h" #include "Internals.h" #include #include namespace DB { namespace ErrorCodes { extern const int NOT_IMPLEMENTED; extern const int LOGICAL_ERROR; extern const int UNFINISHED; extern const int BAD_ARGUMENTS; } void ClusterCopier::init() { auto zookeeper = context.getZooKeeper(); task_description_watch_callback = [this] (const Coordination::WatchResponse & response) { if (response.error != Coordination::ZOK) return; UInt64 version = ++task_descprtion_version; LOG_DEBUG(log, "Task description should be updated, local version " << version); }; task_description_path = task_zookeeper_path + "/description"; task_cluster = std::make_unique(task_zookeeper_path, working_database_name); reloadTaskDescription(); task_cluster_initial_config = task_cluster_current_config; task_cluster->loadTasks(*task_cluster_initial_config); context.setClustersConfig(task_cluster_initial_config, task_cluster->clusters_prefix); /// Set up shards and their priority task_cluster->random_engine.seed(task_cluster->random_device()); for (auto & task_table : task_cluster->table_tasks) { task_table.cluster_pull = context.getCluster(task_table.cluster_pull_name); task_table.cluster_push = context.getCluster(task_table.cluster_push_name); task_table.initShards(task_cluster->random_engine); } LOG_DEBUG(log, "Will process " << task_cluster->table_tasks.size() << " table tasks"); /// Do not initialize tables, will make deferred initialization in process() zookeeper->createAncestors(getWorkersPathVersion() + "/"); zookeeper->createAncestors(getWorkersPath() + "/"); } template decltype(auto) ClusterCopier::retry(T && func, UInt64 max_tries) { std::exception_ptr exception; for (UInt64 try_number = 1; try_number <= max_tries; ++try_number) { try { return func(); } catch (...) { exception = std::current_exception(); if (try_number < max_tries) { tryLogCurrentException(log, "Will retry"); std::this_thread::sleep_for(default_sleep_time); } } } std::rethrow_exception(exception); } void ClusterCopier::discoverShardPartitions(const ConnectionTimeouts & timeouts, const TaskShardPtr & task_shard) { TaskTable & task_table = task_shard->task_table; LOG_INFO(log, "Discover partitions of shard " << task_shard->getDescription()); auto get_partitions = [&] () { return getShardPartitions(timeouts, *task_shard); }; auto existing_partitions_names = retry(get_partitions, 60); Strings filtered_partitions_names; Strings missing_partitions; /// Check that user specified correct partition names auto check_partition_format = [] (const DataTypePtr & type, const String & partition_text_quoted) { MutableColumnPtr column_dummy = type->createColumn(); ReadBufferFromString rb(partition_text_quoted); try { type->deserializeAsTextQuoted(*column_dummy, rb, FormatSettings()); } catch (Exception & e) { throw Exception("Partition " + partition_text_quoted + " has incorrect format. " + e.displayText(), ErrorCodes::BAD_ARGUMENTS); } }; if (task_table.has_enabled_partitions) { /// Process partition in order specified by for (const String & partition_name : task_table.enabled_partitions) { /// Check that user specified correct partition names check_partition_format(task_shard->partition_key_column.type, partition_name); auto it = existing_partitions_names.find(partition_name); /// Do not process partition if it is not in enabled_partitions list if (it == existing_partitions_names.end()) { missing_partitions.emplace_back(partition_name); continue; } filtered_partitions_names.emplace_back(*it); } for (const String & partition_name : existing_partitions_names) { if (!task_table.enabled_partitions_set.count(partition_name)) { LOG_DEBUG(log, "Partition " << partition_name << " will not be processed, since it is not in " << "enabled_partitions of " << task_table.table_id); } } } else { for (const String & partition_name : existing_partitions_names) filtered_partitions_names.emplace_back(partition_name); } for (const String & partition_name : filtered_partitions_names) { task_shard->partition_tasks.emplace(partition_name, ShardPartition(*task_shard, partition_name)); task_shard->checked_partitions.emplace(partition_name, true); } if (!missing_partitions.empty()) { std::stringstream ss; for (const String & missing_partition : missing_partitions) ss << " " << missing_partition; LOG_WARNING(log, "There are no " << missing_partitions.size() << " partitions from enabled_partitions in shard " << task_shard->getDescription() << " :" << ss.str()); } LOG_DEBUG(log, "Will copy " << task_shard->partition_tasks.size() << " partitions from shard " << task_shard->getDescription()); } void ClusterCopier::discoverTablePartitions(const ConnectionTimeouts & timeouts, TaskTable & task_table, UInt64 num_threads) { /// Fetch partitions list from a shard { ThreadPool thread_pool(num_threads ? num_threads : 2 * getNumberOfPhysicalCPUCores()); for (const TaskShardPtr & task_shard : task_table.all_shards) thread_pool.scheduleOrThrowOnError([this, timeouts, task_shard]() { discoverShardPartitions(timeouts, task_shard); }); LOG_DEBUG(log, "Waiting for " << thread_pool.active() << " setup jobs"); thread_pool.wait(); } } void ClusterCopier::uploadTaskDescription(const std::string & task_path, const std::string & task_file, const bool force) { auto local_task_description_path = task_path + "/description"; String task_config_str; { ReadBufferFromFile in(task_file); readStringUntilEOF(task_config_str, in); } if (task_config_str.empty()) return; auto zookeeper = context.getZooKeeper(); zookeeper->createAncestors(local_task_description_path); auto code = zookeeper->tryCreate(local_task_description_path, task_config_str, zkutil::CreateMode::Persistent); if (code && force) zookeeper->createOrUpdate(local_task_description_path, task_config_str, zkutil::CreateMode::Persistent); LOG_DEBUG(log, "Task description " << ((code && !force) ? "not " : "") << "uploaded to " << local_task_description_path << " with result " << code << " ("<< zookeeper->error2string(code) << ")"); } void ClusterCopier::reloadTaskDescription() { auto zookeeper = context.getZooKeeper(); task_description_watch_zookeeper = zookeeper; String task_config_str; Coordination::Stat stat; int code; zookeeper->tryGetWatch(task_description_path, task_config_str, &stat, task_description_watch_callback, &code); if (code) throw Exception("Can't get description node " + task_description_path, ErrorCodes::BAD_ARGUMENTS); LOG_DEBUG(log, "Loading description, zxid=" << task_descprtion_current_stat.czxid); auto config = getConfigurationFromXMLString(task_config_str); /// Setup settings task_cluster->reloadSettings(*config); context.setSettings(task_cluster->settings_common); task_cluster_current_config = config; task_descprtion_current_stat = stat; } void ClusterCopier::updateConfigIfNeeded() { UInt64 version_to_update = task_descprtion_version; bool is_outdated_version = task_descprtion_current_version != version_to_update; bool is_expired_session = !task_description_watch_zookeeper || task_description_watch_zookeeper->expired(); if (!is_outdated_version && !is_expired_session) return; LOG_DEBUG(log, "Updating task description"); reloadTaskDescription(); task_descprtion_current_version = version_to_update; } void ClusterCopier::process(const ConnectionTimeouts & timeouts) { for (TaskTable & task_table : task_cluster->table_tasks) { LOG_INFO(log, "Process table task " << task_table.table_id << " with " << task_table.all_shards.size() << " shards, " << task_table.local_shards.size() << " of them are local ones"); if (task_table.all_shards.empty()) continue; /// Discover partitions of each shard and total set of partitions if (!task_table.has_enabled_partitions) { /// If there are no specified enabled_partitions, we must discover them manually discoverTablePartitions(timeouts, task_table); /// After partitions of each shard are initialized, initialize cluster partitions for (const TaskShardPtr & task_shard : task_table.all_shards) { for (const auto & partition_elem : task_shard->partition_tasks) { const String & partition_name = partition_elem.first; task_table.cluster_partitions.emplace(partition_name, ClusterPartition{}); } } for (auto & partition_elem : task_table.cluster_partitions) { const String & partition_name = partition_elem.first; for (const TaskShardPtr & task_shard : task_table.all_shards) task_shard->checked_partitions.emplace(partition_name); task_table.ordered_partition_names.emplace_back(partition_name); } } else { /// If enabled_partitions are specified, assume that each shard has all partitions /// We will refine partition set of each shard in future for (const String & partition_name : task_table.enabled_partitions) { task_table.cluster_partitions.emplace(partition_name, ClusterPartition{}); task_table.ordered_partition_names.emplace_back(partition_name); } } task_table.watch.restart(); /// Retry table processing bool table_is_done = false; for (UInt64 num_table_tries = 0; num_table_tries < max_table_tries; ++num_table_tries) { if (tryProcessTable(timeouts, task_table)) { table_is_done = true; break; } } if (!table_is_done) { throw Exception("Too many tries to process table " + task_table.table_id + ". Abort remaining execution", ErrorCodes::UNFINISHED); } } } /// Protected section zkutil::EphemeralNodeHolder::Ptr ClusterCopier::createTaskWorkerNodeAndWaitIfNeed( const zkutil::ZooKeeperPtr & zookeeper, const String & description, bool unprioritized) { std::chrono::milliseconds current_sleep_time = default_sleep_time; static constexpr std::chrono::milliseconds max_sleep_time(30000); // 30 sec if (unprioritized) std::this_thread::sleep_for(current_sleep_time); String workers_version_path = getWorkersPathVersion(); String workers_path = getWorkersPath(); String current_worker_path = getCurrentWorkerNodePath(); UInt64 num_bad_version_errors = 0; while (true) { updateConfigIfNeeded(); Coordination::Stat stat; zookeeper->get(workers_version_path, &stat); auto version = stat.version; zookeeper->get(workers_path, &stat); if (static_cast(stat.numChildren) >= task_cluster->max_workers) { LOG_DEBUG(log, "Too many workers (" << stat.numChildren << ", maximum " << task_cluster->max_workers << ")" << ". Postpone processing " << description); if (unprioritized) current_sleep_time = std::min(max_sleep_time, current_sleep_time + default_sleep_time); std::this_thread::sleep_for(current_sleep_time); num_bad_version_errors = 0; } else { Coordination::Requests ops; ops.emplace_back(zkutil::makeSetRequest(workers_version_path, description, version)); ops.emplace_back(zkutil::makeCreateRequest(current_worker_path, description, zkutil::CreateMode::Ephemeral)); Coordination::Responses responses; auto code = zookeeper->tryMulti(ops, responses); if (code == Coordination::ZOK || code == Coordination::ZNODEEXISTS) return std::make_shared(current_worker_path, *zookeeper, false, false, description); if (code == Coordination::ZBADVERSION) { ++num_bad_version_errors; /// Try to make fast retries if (num_bad_version_errors > 3) { LOG_DEBUG(log, "A concurrent worker has just been added, will check free worker slots again"); std::chrono::milliseconds random_sleep_time(std::uniform_int_distribution(1, 1000)(task_cluster->random_engine)); std::this_thread::sleep_for(random_sleep_time); num_bad_version_errors = 0; } } else throw Coordination::Exception(code); } } } /** Checks that the whole partition of a table was copied. We should do it carefully due to dirty lock. * State of some task could change during the processing. * We have to ensure that all shards have the finished state and there is no dirty flag. * Moreover, we have to check status twice and check zxid, because state can change during the checking. */ bool ClusterCopier::checkPartitionIsDone(const TaskTable & task_table, const String & partition_name, const TasksShard & shards_with_partition) { LOG_DEBUG(log, "Check that all shards processed partition " << partition_name << " successfully"); auto zookeeper = context.getZooKeeper(); Strings status_paths; for (auto & shard : shards_with_partition) { ShardPartition & task_shard_partition = shard->partition_tasks.find(partition_name)->second; status_paths.emplace_back(task_shard_partition.getShardStatusPath()); } std::vector zxid1, zxid2; try { std::vector get_futures; for (const String & path : status_paths) get_futures.emplace_back(zookeeper->asyncGet(path)); // Check that state is Finished and remember zxid for (auto & future : get_futures) { auto res = future.get(); TaskStateWithOwner status = TaskStateWithOwner::fromString(res.data); if (status.state != TaskState::Finished) { LOG_INFO(log, "The task " << res.data << " is being rewritten by " << status.owner << ". Partition will be rechecked"); return false; } zxid1.push_back(res.stat.pzxid); } // Check that partition is not dirty { CleanStateClock clean_state_clock ( zookeeper, task_table.getPartitionIsDirtyPath(partition_name), task_table.getPartitionIsCleanedPath(partition_name) ); Coordination::Stat stat; LogicalClock task_start_clock; if (zookeeper->exists(task_table.getPartitionTaskStatusPath(partition_name), &stat)) task_start_clock = LogicalClock(stat.mzxid); zookeeper->get(task_table.getPartitionTaskStatusPath(partition_name), &stat); if (!clean_state_clock.is_clean() || task_start_clock <= clean_state_clock.discovery_zxid) { LOG_INFO(log, "Partition " << partition_name << " become dirty"); return false; } } get_futures.clear(); for (const String & path : status_paths) get_futures.emplace_back(zookeeper->asyncGet(path)); // Remember zxid of states again for (auto & future : get_futures) { auto res = future.get(); zxid2.push_back(res.stat.pzxid); } } catch (const Coordination::Exception & e) { LOG_INFO(log, "A ZooKeeper error occurred while checking partition " << partition_name << ". Will recheck the partition. Error: " << e.displayText()); return false; } // If all task is finished and zxid is not changed then partition could not become dirty again for (UInt64 shard_num = 0; shard_num < status_paths.size(); ++shard_num) { if (zxid1[shard_num] != zxid2[shard_num]) { LOG_INFO(log, "The task " << status_paths[shard_num] << " is being modified now. Partition will be rechecked"); return false; } } LOG_INFO(log, "Partition " << partition_name << " is copied successfully"); return true; } ASTPtr ClusterCopier::removeAliasColumnsFromCreateQuery(const ASTPtr & query_ast) { const ASTs & column_asts = query_ast->as().columns_list->columns->children; auto new_columns = std::make_shared(); for (const ASTPtr & column_ast : column_asts) { const auto & column = column_ast->as(); if (!column.default_specifier.empty()) { ColumnDefaultKind kind = columnDefaultKindFromString(column.default_specifier); if (kind == ColumnDefaultKind::Materialized || kind == ColumnDefaultKind::Alias) continue; } new_columns->children.emplace_back(column_ast->clone()); } ASTPtr new_query_ast = query_ast->clone(); auto & new_query = new_query_ast->as(); auto new_columns_list = std::make_shared(); new_columns_list->set(new_columns_list->columns, new_columns); if (auto indices = query_ast->as()->columns_list->indices) new_columns_list->set(new_columns_list->indices, indices->clone()); new_query.replace(new_query.columns_list, new_columns_list); return new_query_ast; } /// Replaces ENGINE and table name in a create query static std::shared_ptr rewriteCreateQueryStorage( const ASTPtr & create_query_ast, const DatabaseAndTableName & new_table, const ASTPtr & new_storage_ast) { const auto & create = create_query_ast->as(); auto res = std::make_shared(create); if (create.storage == nullptr || new_storage_ast == nullptr) throw Exception("Storage is not specified", ErrorCodes::LOGICAL_ERROR); res->database = new_table.first; res->table = new_table.second; res->children.clear(); res->set(res->columns_list, create.columns_list->clone()); res->set(res->storage, new_storage_ast->clone()); return res; } bool ClusterCopier::tryDropPartition(ShardPartition & task_partition, const zkutil::ZooKeeperPtr & zookeeper, const CleanStateClock & clean_state_clock) { if (is_safe_mode) throw Exception("DROP PARTITION is prohibited in safe mode", ErrorCodes::NOT_IMPLEMENTED); TaskTable & task_table = task_partition.task_shard.task_table; const String current_shards_path = task_partition.getPartitionShardsPath(); const String current_partition_active_workers_dir = task_partition.getPartitionActiveWorkersPath(); const String is_dirty_flag_path = task_partition.getCommonPartitionIsDirtyPath(); const String dirt_cleaner_path = is_dirty_flag_path + "/cleaner"; const String is_dirt_cleaned_path = task_partition.getCommonPartitionIsCleanedPath(); zkutil::EphemeralNodeHolder::Ptr cleaner_holder; try { cleaner_holder = zkutil::EphemeralNodeHolder::create(dirt_cleaner_path, *zookeeper, host_id); } catch (const Coordination::Exception & e) { if (e.code == Coordination::ZNODEEXISTS) { LOG_DEBUG(log, "Partition " << task_partition.name << " is cleaning now by somebody, sleep"); std::this_thread::sleep_for(default_sleep_time); return false; } throw; } Coordination::Stat stat; if (zookeeper->exists(current_partition_active_workers_dir, &stat)) { if (stat.numChildren != 0) { LOG_DEBUG(log, "Partition " << task_partition.name << " contains " << stat.numChildren << " active workers while trying to drop it. Going to sleep."); std::this_thread::sleep_for(default_sleep_time); return false; } else { zookeeper->remove(current_partition_active_workers_dir); } } { zkutil::EphemeralNodeHolder::Ptr active_workers_lock; try { active_workers_lock = zkutil::EphemeralNodeHolder::create(current_partition_active_workers_dir, *zookeeper, host_id); } catch (const Coordination::Exception & e) { if (e.code == Coordination::ZNODEEXISTS) { LOG_DEBUG(log, "Partition " << task_partition.name << " is being filled now by somebody, sleep"); return false; } throw; } // Lock the dirty flag zookeeper->set(is_dirty_flag_path, host_id, clean_state_clock.discovery_version.value()); zookeeper->tryRemove(task_partition.getPartitionCleanStartPath()); CleanStateClock my_clock(zookeeper, is_dirty_flag_path, is_dirt_cleaned_path); /// Remove all status nodes { Strings children; if (zookeeper->tryGetChildren(current_shards_path, children) == Coordination::ZOK) for (const auto & child : children) { zookeeper->removeRecursive(current_shards_path + "/" + child); } } String query = "ALTER TABLE " + getQuotedTable(task_table.table_push); query += " DROP PARTITION " + task_partition.name + ""; /// TODO: use this statement after servers will be updated up to 1.1.54310 // query += " DROP PARTITION ID '" + task_partition.name + "'"; ClusterPtr & cluster_push = task_table.cluster_push; Settings settings_push = task_cluster->settings_push; /// It is important, DROP PARTITION must be done synchronously settings_push.replication_alter_partitions_sync = 2; LOG_DEBUG(log, "Execute distributed DROP PARTITION: " << query); /// Limit number of max executing replicas to 1 UInt64 num_shards = executeQueryOnCluster(cluster_push, query, nullptr, &settings_push, PoolMode::GET_ONE, 1); if (num_shards < cluster_push->getShardCount()) { LOG_INFO(log, "DROP PARTITION wasn't successfully executed on " << cluster_push->getShardCount() - num_shards << " shards"); return false; } /// Update the locking node if (!my_clock.is_stale()) { zookeeper->set(is_dirty_flag_path, host_id, my_clock.discovery_version.value()); if (my_clock.clean_state_version) zookeeper->set(is_dirt_cleaned_path, host_id, my_clock.clean_state_version.value()); else zookeeper->create(is_dirt_cleaned_path, host_id, zkutil::CreateMode::Persistent); } else { LOG_DEBUG(log, "Clean state is altered when dropping the partition, cowardly bailing"); /// clean state is stale return false; } LOG_INFO(log, "Partition " << task_partition.name << " was dropped on cluster " << task_table.cluster_push_name); if (zookeeper->tryCreate(current_shards_path, host_id, zkutil::CreateMode::Persistent) == Coordination::ZNODEEXISTS) zookeeper->set(current_shards_path, host_id); } LOG_INFO(log, "Partition " << task_partition.name << " is safe for work now."); return true; } bool ClusterCopier::tryProcessTable(const ConnectionTimeouts & timeouts, TaskTable & task_table) { /// An heuristic: if previous shard is already done, then check next one without sleeps due to max_workers constraint bool previous_shard_is_instantly_finished = false; /// Process each partition that is present in cluster for (const String & partition_name : task_table.ordered_partition_names) { if (!task_table.cluster_partitions.count(partition_name)) throw Exception("There are no expected partition " + partition_name + ". It is a bug", ErrorCodes::LOGICAL_ERROR); ClusterPartition & cluster_partition = task_table.cluster_partitions[partition_name]; Stopwatch watch; TasksShard expected_shards; UInt64 num_failed_shards = 0; ++cluster_partition.total_tries; LOG_DEBUG(log, "Processing partition " << partition_name << " for the whole cluster"); /// Process each source shard having current partition and copy current partition /// NOTE: shards are sorted by "distance" to current host bool has_shard_to_process = false; for (const TaskShardPtr & shard : task_table.all_shards) { /// Does shard have a node with current partition? if (shard->partition_tasks.count(partition_name) == 0) { /// If not, did we check existence of that partition previously? if (shard->checked_partitions.count(partition_name) == 0) { auto check_shard_has_partition = [&] () { return checkShardHasPartition(timeouts, *shard, partition_name); }; bool has_partition = retry(check_shard_has_partition); shard->checked_partitions.emplace(partition_name); if (has_partition) { shard->partition_tasks.emplace(partition_name, ShardPartition(*shard, partition_name)); LOG_DEBUG(log, "Discovered partition " << partition_name << " in shard " << shard->getDescription()); } else { LOG_DEBUG(log, "Found that shard " << shard->getDescription() << " does not contain current partition " << partition_name); continue; } } else { /// We have already checked that partition, but did not discover it previous_shard_is_instantly_finished = true; continue; } } auto it_shard_partition = shard->partition_tasks.find(partition_name); if (it_shard_partition == shard->partition_tasks.end()) throw Exception("There are no such partition in a shard. This is a bug.", ErrorCodes::LOGICAL_ERROR); auto & partition = it_shard_partition->second; expected_shards.emplace_back(shard); /// Do not sleep if there is a sequence of already processed shards to increase startup bool is_unprioritized_task = !previous_shard_is_instantly_finished && shard->priority.is_remote; PartitionTaskStatus task_status = PartitionTaskStatus::Error; bool was_error = false; has_shard_to_process = true; for (UInt64 try_num = 0; try_num < max_shard_partition_tries; ++try_num) { task_status = tryProcessPartitionTask(timeouts, partition, is_unprioritized_task); /// Exit if success if (task_status == PartitionTaskStatus::Finished) break; was_error = true; /// Skip if the task is being processed by someone if (task_status == PartitionTaskStatus::Active) break; /// Repeat on errors std::this_thread::sleep_for(default_sleep_time); } if (task_status == PartitionTaskStatus::Error) ++num_failed_shards; previous_shard_is_instantly_finished = !was_error; } cluster_partition.elapsed_time_seconds += watch.elapsedSeconds(); /// Check that whole cluster partition is done /// Firstly check the number of failed partition tasks, then look into ZooKeeper and ensure that each partition is done bool partition_is_done = num_failed_shards == 0; try { partition_is_done = !has_shard_to_process || (partition_is_done && checkPartitionIsDone(task_table, partition_name, expected_shards)); } catch (...) { tryLogCurrentException(log); partition_is_done = false; } if (partition_is_done) { task_table.finished_cluster_partitions.emplace(partition_name); task_table.bytes_copied += cluster_partition.bytes_copied; task_table.rows_copied += cluster_partition.rows_copied; double elapsed = cluster_partition.elapsed_time_seconds; LOG_INFO(log, "It took " << std::fixed << std::setprecision(2) << elapsed << " seconds to copy partition " << partition_name << ": " << formatReadableSizeWithDecimalSuffix(cluster_partition.bytes_copied) << " uncompressed bytes" << ", " << formatReadableQuantity(cluster_partition.rows_copied) << " rows" << " and " << cluster_partition.blocks_copied << " source blocks are copied"); if (cluster_partition.rows_copied) { LOG_INFO(log, "Average partition speed: " << formatReadableSizeWithDecimalSuffix(cluster_partition.bytes_copied / elapsed) << " per second."); } if (task_table.rows_copied) { LOG_INFO(log, "Average table " << task_table.table_id << " speed: " << formatReadableSizeWithDecimalSuffix(task_table.bytes_copied / elapsed) << " per second."); } } } UInt64 required_partitions = task_table.cluster_partitions.size(); UInt64 finished_partitions = task_table.finished_cluster_partitions.size(); bool table_is_done = finished_partitions >= required_partitions; if (!table_is_done) { LOG_INFO(log, "Table " + task_table.table_id + " is not processed yet." << "Copied " << finished_partitions << " of " << required_partitions << ", will retry"); } return table_is_done; } PartitionTaskStatus ClusterCopier::tryProcessPartitionTask(const ConnectionTimeouts & timeouts, ShardPartition & task_partition, bool is_unprioritized_task) { PartitionTaskStatus res; try { res = processPartitionTaskImpl(timeouts, task_partition, is_unprioritized_task); } catch (...) { tryLogCurrentException(log, "An error occurred while processing partition " + task_partition.name); res = PartitionTaskStatus::Error; } /// At the end of each task check if the config is updated try { updateConfigIfNeeded(); } catch (...) { tryLogCurrentException(log, "An error occurred while updating the config"); } return res; } PartitionTaskStatus ClusterCopier::processPartitionTaskImpl(const ConnectionTimeouts & timeouts, ShardPartition & task_partition, bool is_unprioritized_task) { TaskShard & task_shard = task_partition.task_shard; TaskTable & task_table = task_shard.task_table; ClusterPartition & cluster_partition = task_table.getClusterPartition(task_partition.name); /// We need to update table definitions for each partition, it could be changed after ALTER createShardInternalTables(timeouts, task_shard); auto zookeeper = context.getZooKeeper(); const String is_dirty_flag_path = task_partition.getCommonPartitionIsDirtyPath(); const String is_dirt_cleaned_path = task_partition.getCommonPartitionIsCleanedPath(); const String current_task_is_active_path = task_partition.getActiveWorkerPath(); const String current_task_status_path = task_partition.getShardStatusPath(); /// Auxiliary functions: /// Creates is_dirty node to initialize DROP PARTITION auto create_is_dirty_node = [&, this] (const CleanStateClock & clock) { if (clock.is_stale()) LOG_DEBUG(log, "Clean state clock is stale while setting dirty flag, cowardly bailing"); else if (!clock.is_clean()) LOG_DEBUG(log, "Thank you, Captain Obvious"); else if (clock.discovery_version) { LOG_DEBUG(log, "Updating clean state clock"); zookeeper->set(is_dirty_flag_path, host_id, clock.discovery_version.value()); } else { LOG_DEBUG(log, "Creating clean state clock"); zookeeper->create(is_dirty_flag_path, host_id, zkutil::CreateMode::Persistent); } }; /// Returns SELECT query filtering current partition and applying user filter auto get_select_query = [&] (const DatabaseAndTableName & from_table, const String & fields, String limit = "") { String query; query += "SELECT " + fields + " FROM " + getQuotedTable(from_table); /// TODO: Bad, it is better to rewrite with ASTLiteral(partition_key_field) query += " WHERE (" + queryToString(task_table.engine_push_partition_key_ast) + " = (" + task_partition.name + " AS partition_key))"; if (!task_table.where_condition_str.empty()) query += " AND (" + task_table.where_condition_str + ")"; if (!limit.empty()) query += " LIMIT " + limit; ParserQuery p_query(query.data() + query.size()); return parseQuery(p_query, query, 0); }; /// Load balancing auto worker_node_holder = createTaskWorkerNodeAndWaitIfNeed(zookeeper, current_task_status_path, is_unprioritized_task); LOG_DEBUG(log, "Processing " << current_task_status_path); CleanStateClock clean_state_clock (zookeeper, is_dirty_flag_path, is_dirt_cleaned_path); LogicalClock task_start_clock; { Coordination::Stat stat; if (zookeeper->exists(task_partition.getPartitionShardsPath(), &stat)) task_start_clock = LogicalClock(stat.mzxid); } /// Do not start if partition is dirty, try to clean it if (clean_state_clock.is_clean() && (!task_start_clock.hasHappened() || clean_state_clock.discovery_zxid <= task_start_clock)) { LOG_DEBUG(log, "Partition " << task_partition.name << " appears to be clean"); zookeeper->createAncestors(current_task_status_path); } else { LOG_DEBUG(log, "Partition " << task_partition.name << " is dirty, try to drop it"); try { tryDropPartition(task_partition, zookeeper, clean_state_clock); } catch (...) { tryLogCurrentException(log, "An error occurred when clean partition"); } return PartitionTaskStatus::Error; } /// Create ephemeral node to mark that we are active and process the partition zookeeper->createAncestors(current_task_is_active_path); zkutil::EphemeralNodeHolderPtr partition_task_node_holder; try { partition_task_node_holder = zkutil::EphemeralNodeHolder::create(current_task_is_active_path, *zookeeper, host_id); } catch (const Coordination::Exception & e) { if (e.code == Coordination::ZNODEEXISTS) { LOG_DEBUG(log, "Someone is already processing " << current_task_is_active_path); return PartitionTaskStatus::Active; } throw; } /// Exit if task has been already processed; /// create blocking node to signal cleaning up if it is abandoned { String status_data; if (zookeeper->tryGet(current_task_status_path, status_data)) { TaskStateWithOwner status = TaskStateWithOwner::fromString(status_data); if (status.state == TaskState::Finished) { LOG_DEBUG(log, "Task " << current_task_status_path << " has been successfully executed by " << status.owner); return PartitionTaskStatus::Finished; } // Task is abandoned, initialize DROP PARTITION LOG_DEBUG(log, "Task " << current_task_status_path << " has not been successfully finished by " << status.owner << ". Partition will be dropped and refilled."); create_is_dirty_node(clean_state_clock); return PartitionTaskStatus::Error; } } /// Check that destination partition is empty if we are first worker /// NOTE: this check is incorrect if pull and push tables have different partition key! String clean_start_status; if (!zookeeper->tryGet(task_partition.getPartitionCleanStartPath(), clean_start_status) || clean_start_status != "ok") { zookeeper->createIfNotExists(task_partition.getPartitionCleanStartPath(), ""); auto checker = zkutil::EphemeralNodeHolder::create(task_partition.getPartitionCleanStartPath() + "/checker", *zookeeper, host_id); // Maybe we are the first worker ASTPtr query_select_ast = get_select_query(task_shard.table_split_shard, "count()"); UInt64 count; { Context local_context = context; // Use pull (i.e. readonly) settings, but fetch data from destination servers local_context.setSettings(task_cluster->settings_pull); local_context.setSetting("skip_unavailable_shards", true); Block block = getBlockWithAllStreamData(InterpreterFactory::get(query_select_ast, local_context)->execute().in); count = (block) ? block.safeGetByPosition(0).column->getUInt(0) : 0; } if (count != 0) { Coordination::Stat stat_shards; zookeeper->get(task_partition.getPartitionShardsPath(), &stat_shards); /// NOTE: partition is still fresh if dirt discovery happens before cleaning if (stat_shards.numChildren == 0) { LOG_WARNING(log, "There are no workers for partition " << task_partition.name << ", but destination table contains " << count << " rows" << ". Partition will be dropped and refilled."); create_is_dirty_node(clean_state_clock); return PartitionTaskStatus::Error; } } zookeeper->set(task_partition.getPartitionCleanStartPath(), "ok"); } /// At this point, we need to sync that the destination table is clean /// before any actual work /// Try start processing, create node about it { String start_state = TaskStateWithOwner::getData(TaskState::Started, host_id); CleanStateClock new_clean_state_clock (zookeeper, is_dirty_flag_path, is_dirt_cleaned_path); if (clean_state_clock != new_clean_state_clock) { LOG_INFO(log, "Partition " << task_partition.name << " clean state changed, cowardly bailing"); return PartitionTaskStatus::Error; } else if (!new_clean_state_clock.is_clean()) { LOG_INFO(log, "Partition " << task_partition.name << " is dirty and will be dropped and refilled"); create_is_dirty_node(new_clean_state_clock); return PartitionTaskStatus::Error; } zookeeper->create(current_task_status_path, start_state, zkutil::CreateMode::Persistent); } /// Try create table (if not exists) on each shard { auto create_query_push_ast = rewriteCreateQueryStorage(task_shard.current_pull_table_create_query, task_table.table_push, task_table.engine_push_ast); create_query_push_ast->as().if_not_exists = true; String query = queryToString(create_query_push_ast); LOG_DEBUG(log, "Create destination tables. Query: " << query); UInt64 shards = executeQueryOnCluster(task_table.cluster_push, query, create_query_push_ast, &task_cluster->settings_push, PoolMode::GET_MANY); LOG_DEBUG(log, "Destination tables " << getQuotedTable(task_table.table_push) << " have been created on " << shards << " shards of " << task_table.cluster_push->getShardCount()); } /// Do the copying { bool inject_fault = false; if (copy_fault_probability > 0) { double value = std::uniform_real_distribution<>(0, 1)(task_table.task_cluster.random_engine); inject_fault = value < copy_fault_probability; } // Select all fields ASTPtr query_select_ast = get_select_query(task_shard.table_read_shard, "*", inject_fault ? "1" : ""); LOG_DEBUG(log, "Executing SELECT query and pull from " << task_shard.getDescription() << " : " << queryToString(query_select_ast)); ASTPtr query_insert_ast; { String query; query += "INSERT INTO " + getQuotedTable(task_shard.table_split_shard) + " VALUES "; ParserQuery p_query(query.data() + query.size()); query_insert_ast = parseQuery(p_query, query, 0); LOG_DEBUG(log, "Executing INSERT query: " << query); } try { /// Custom INSERT SELECT implementation Context context_select = context; context_select.setSettings(task_cluster->settings_pull); Context context_insert = context; context_insert.setSettings(task_cluster->settings_push); BlockInputStreamPtr input; BlockOutputStreamPtr output; { BlockIO io_select = InterpreterFactory::get(query_select_ast, context_select)->execute(); BlockIO io_insert = InterpreterFactory::get(query_insert_ast, context_insert)->execute(); input = io_select.in; output = io_insert.out; } /// Fail-fast optimization to abort copying when the current clean state expires std::future future_is_dirty_checker; Stopwatch watch(CLOCK_MONOTONIC_COARSE); constexpr UInt64 check_period_milliseconds = 500; /// Will asynchronously check that ZooKeeper connection and is_dirty flag appearing while copying data auto cancel_check = [&] () { if (zookeeper->expired()) throw Exception("ZooKeeper session is expired, cancel INSERT SELECT", ErrorCodes::UNFINISHED); if (!future_is_dirty_checker.valid()) future_is_dirty_checker = zookeeper->asyncExists(is_dirty_flag_path); /// check_period_milliseconds should less than average insert time of single block /// Otherwise, the insertion will slow a little bit if (watch.elapsedMilliseconds() >= check_period_milliseconds) { Coordination::ExistsResponse status = future_is_dirty_checker.get(); if (status.error != Coordination::ZNONODE) { LogicalClock dirt_discovery_epoch (status.stat.mzxid); if (dirt_discovery_epoch == clean_state_clock.discovery_zxid) return false; throw Exception("Partition is dirty, cancel INSERT SELECT", ErrorCodes::UNFINISHED); } } return false; }; /// Update statistics /// It is quite rough: bytes_copied don't take into account DROP PARTITION. auto update_stats = [&cluster_partition] (const Block & block) { cluster_partition.bytes_copied += block.bytes(); cluster_partition.rows_copied += block.rows(); cluster_partition.blocks_copied += 1; }; /// Main work is here copyData(*input, *output, cancel_check, update_stats); // Just in case if (future_is_dirty_checker.valid()) future_is_dirty_checker.get(); if (inject_fault) throw Exception("Copy fault injection is activated", ErrorCodes::UNFINISHED); } catch (...) { tryLogCurrentException(log, "An error occurred during copying, partition will be marked as dirty"); return PartitionTaskStatus::Error; } } /// Finalize the processing, change state of current partition task (and also check is_dirty flag) { String state_finished = TaskStateWithOwner::getData(TaskState::Finished, host_id); CleanStateClock new_clean_state_clock (zookeeper, is_dirty_flag_path, is_dirt_cleaned_path); if (clean_state_clock != new_clean_state_clock) { LOG_INFO(log, "Partition " << task_partition.name << " clean state changed, cowardly bailing"); return PartitionTaskStatus::Error; } else if (!new_clean_state_clock.is_clean()) { LOG_INFO(log, "Partition " << task_partition.name << " became dirty and will be dropped and refilled"); create_is_dirty_node(new_clean_state_clock); return PartitionTaskStatus::Error; } zookeeper->set(current_task_status_path, state_finished, 0); } LOG_INFO(log, "Partition " << task_partition.name << " copied"); return PartitionTaskStatus::Finished; } void ClusterCopier::dropAndCreateLocalTable(const ASTPtr & create_ast) { const auto & create = create_ast->as(); dropLocalTableIfExists({create.database, create.table}); InterpreterCreateQuery interpreter(create_ast, context); interpreter.execute(); } void ClusterCopier::dropLocalTableIfExists(const DatabaseAndTableName & table_name) const { auto drop_ast = std::make_shared(); drop_ast->if_exists = true; drop_ast->database = table_name.first; drop_ast->table = table_name.second; InterpreterDropQuery interpreter(drop_ast, context); interpreter.execute(); } String ClusterCopier::getRemoteCreateTable(const DatabaseAndTableName & table, Connection & connection, const Settings * settings) { String query = "SHOW CREATE TABLE " + getQuotedTable(table); Block block = getBlockWithAllStreamData(std::make_shared( connection, query, InterpreterShowCreateQuery::getSampleBlock(), context, settings)); return typeid_cast(*block.safeGetByPosition(0).column).getDataAt(0).toString(); } ASTPtr ClusterCopier::getCreateTableForPullShard(const ConnectionTimeouts & timeouts, TaskShard & task_shard) { /// Fetch and parse (possibly) new definition auto connection_entry = task_shard.info.pool->get(timeouts, &task_cluster->settings_pull, true); String create_query_pull_str = getRemoteCreateTable( task_shard.task_table.table_pull, *connection_entry, &task_cluster->settings_pull); ParserCreateQuery parser_create_query; return parseQuery(parser_create_query, create_query_pull_str, 0); } void ClusterCopier::createShardInternalTables(const ConnectionTimeouts & timeouts, TaskShard & task_shard, bool create_split) { TaskTable & task_table = task_shard.task_table; /// We need to update table definitions for each part, it could be changed after ALTER task_shard.current_pull_table_create_query = getCreateTableForPullShard(timeouts, task_shard); /// Create local Distributed tables: /// a table fetching data from current shard and a table inserting data to the whole destination cluster String read_shard_prefix = ".read_shard_" + toString(task_shard.indexInCluster()) + "."; String split_shard_prefix = ".split."; task_shard.table_read_shard = DatabaseAndTableName(working_database_name, read_shard_prefix + task_table.table_id); task_shard.table_split_shard = DatabaseAndTableName(working_database_name, split_shard_prefix + task_table.table_id); /// Create special cluster with single shard String shard_read_cluster_name = read_shard_prefix + task_table.cluster_pull_name; ClusterPtr cluster_pull_current_shard = task_table.cluster_pull->getClusterWithSingleShard(task_shard.indexInCluster()); context.setCluster(shard_read_cluster_name, cluster_pull_current_shard); auto storage_shard_ast = createASTStorageDistributed(shard_read_cluster_name, task_table.table_pull.first, task_table.table_pull.second); const auto & storage_split_ast = task_table.engine_split_ast; auto create_query_ast = removeAliasColumnsFromCreateQuery(task_shard.current_pull_table_create_query); auto create_table_pull_ast = rewriteCreateQueryStorage(create_query_ast, task_shard.table_read_shard, storage_shard_ast); auto create_table_split_ast = rewriteCreateQueryStorage(create_query_ast, task_shard.table_split_shard, storage_split_ast); dropAndCreateLocalTable(create_table_pull_ast); if (create_split) dropAndCreateLocalTable(create_table_split_ast); } std::set ClusterCopier::getShardPartitions(const ConnectionTimeouts & timeouts, TaskShard & task_shard) { createShardInternalTables(timeouts, task_shard, false); TaskTable & task_table = task_shard.task_table; String query; { WriteBufferFromOwnString wb; wb << "SELECT DISTINCT " << queryToString(task_table.engine_push_partition_key_ast) << " AS partition FROM" << " " << getQuotedTable(task_shard.table_read_shard) << " ORDER BY partition DESC"; query = wb.str(); } ParserQuery parser_query(query.data() + query.size()); ASTPtr query_ast = parseQuery(parser_query, query, 0); LOG_DEBUG(log, "Computing destination partition set, executing query: " << query); Context local_context = context; local_context.setSettings(task_cluster->settings_pull); Block block = getBlockWithAllStreamData(InterpreterFactory::get(query_ast, local_context)->execute().in); std::set res; if (block) { ColumnWithTypeAndName & column = block.getByPosition(0); task_shard.partition_key_column = column; for (size_t i = 0; i < column.column->size(); ++i) { WriteBufferFromOwnString wb; column.type->serializeAsTextQuoted(*column.column, i, wb, FormatSettings()); res.emplace(wb.str()); } } LOG_DEBUG(log, "There are " << res.size() << " destination partitions in shard " << task_shard.getDescription()); return res; } bool ClusterCopier::checkShardHasPartition(const ConnectionTimeouts & timeouts, TaskShard & task_shard, const String & partition_quoted_name) { createShardInternalTables(timeouts, task_shard, false); TaskTable & task_table = task_shard.task_table; std::string query = "SELECT 1 FROM " + getQuotedTable(task_shard.table_read_shard) + " WHERE (" + queryToString(task_table.engine_push_partition_key_ast) + " = (" + partition_quoted_name + " AS partition_key))"; if (!task_table.where_condition_str.empty()) query += " AND (" + task_table.where_condition_str + ")"; query += " LIMIT 1"; LOG_DEBUG(log, "Checking shard " << task_shard.getDescription() << " for partition " << partition_quoted_name << " existence, executing query: " << query); ParserQuery parser_query(query.data() + query.size()); ASTPtr query_ast = parseQuery(parser_query, query, 0); Context local_context = context; local_context.setSettings(task_cluster->settings_pull); return InterpreterFactory::get(query_ast, local_context)->execute().in->read().rows() != 0; } UInt64 ClusterCopier::executeQueryOnCluster( const ClusterPtr & cluster, const String & query, const ASTPtr & query_ast_, const Settings * settings, PoolMode pool_mode, UInt64 max_successful_executions_per_shard) const { auto num_shards = cluster->getShardsInfo().size(); std::vector per_shard_num_successful_replicas(num_shards, 0); ASTPtr query_ast; if (query_ast_ == nullptr) { ParserQuery p_query(query.data() + query.size()); query_ast = parseQuery(p_query, query, 0); } else query_ast = query_ast_; /// We need to execute query on one replica at least auto do_for_shard = [&] (UInt64 shard_index) { const Cluster::ShardInfo & shard = cluster->getShardsInfo().at(shard_index); UInt64 & num_successful_executions = per_shard_num_successful_replicas.at(shard_index); num_successful_executions = 0; auto increment_and_check_exit = [&] () { ++num_successful_executions; return max_successful_executions_per_shard && num_successful_executions >= max_successful_executions_per_shard; }; UInt64 num_replicas = cluster->getShardsAddresses().at(shard_index).size(); UInt64 num_local_replicas = shard.getLocalNodeCount(); UInt64 num_remote_replicas = num_replicas - num_local_replicas; /// In that case we don't have local replicas, but do it just in case for (UInt64 i = 0; i < num_local_replicas; ++i) { auto interpreter = InterpreterFactory::get(query_ast, context); interpreter->execute(); if (increment_and_check_exit()) return; } /// Will try to make as many as possible queries if (shard.hasRemoteConnections()) { Settings current_settings = settings ? *settings : task_cluster->settings_common; current_settings.max_parallel_replicas = num_remote_replicas ? num_remote_replicas : 1; auto timeouts = ConnectionTimeouts::getTCPTimeoutsWithFailover(current_settings).getSaturated(current_settings.max_execution_time); auto connections = shard.pool->getMany(timeouts, ¤t_settings, pool_mode); for (auto & connection : connections) { if (connection.isNull()) continue; try { /// CREATE TABLE and DROP PARTITION queries return empty block RemoteBlockInputStream stream{*connection, query, Block{}, context, ¤t_settings}; NullBlockOutputStream output{Block{}}; copyData(stream, output); if (increment_and_check_exit()) return; } catch (const Exception &) { LOG_INFO(log, getCurrentExceptionMessage(false, true)); } } } }; { ThreadPool thread_pool(std::min(num_shards, getNumberOfPhysicalCPUCores())); for (UInt64 shard_index = 0; shard_index < num_shards; ++shard_index) thread_pool.scheduleOrThrowOnError([=] { do_for_shard(shard_index); }); thread_pool.wait(); } UInt64 successful_shards = 0; for (UInt64 num_replicas : per_shard_num_successful_replicas) successful_shards += (num_replicas > 0); return successful_shards; } }