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Posted to commits@quickstep.apache.org by zu...@apache.org on 2016/08/16 18:15:36 UTC

[1/2] incubator-quickstep git commit: Added ForemanDistributed. [Forced Update!]

Repository: incubator-quickstep
Updated Branches:
  refs/heads/q-opt-dist-exe-gen-test 421e3bf0b -> 5ed4a1c4b (forced update)


Added ForemanDistributed.


Project: http://git-wip-us.apache.org/repos/asf/incubator-quickstep/repo
Commit: http://git-wip-us.apache.org/repos/asf/incubator-quickstep/commit/203d3ea6
Tree: http://git-wip-us.apache.org/repos/asf/incubator-quickstep/tree/203d3ea6
Diff: http://git-wip-us.apache.org/repos/asf/incubator-quickstep/diff/203d3ea6

Branch: refs/heads/q-opt-dist-exe-gen-test
Commit: 203d3ea66e4c1f72f7edc858b5b243ae9db33eba
Parents: 1325a6a
Author: Zuyu Zhang <zu...@twitter.com>
Authored: Sat Aug 13 23:37:59 2016 -0700
Committer: Zuyu Zhang <zu...@twitter.com>
Committed: Mon Aug 15 13:48:32 2016 -0700

----------------------------------------------------------------------
 query_execution/CMakeLists.txt         |  24 ++
 query_execution/ForemanDistributed.cpp | 335 ++++++++++++++++++++++++++++
 query_execution/ForemanDistributed.hpp | 130 +++++++++++
 3 files changed, 489 insertions(+)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/incubator-quickstep/blob/203d3ea6/query_execution/CMakeLists.txt
----------------------------------------------------------------------
diff --git a/query_execution/CMakeLists.txt b/query_execution/CMakeLists.txt
index 4033594..1b27194 100644
--- a/query_execution/CMakeLists.txt
+++ b/query_execution/CMakeLists.txt
@@ -33,6 +33,9 @@ if (ENABLE_DISTRIBUTED)
   add_library(quickstep_queryexecution_BlockLocator BlockLocator.cpp BlockLocator.hpp)
 endif(ENABLE_DISTRIBUTED)
 add_library(quickstep_queryexecution_ForemanBase ../empty_src.cpp ForemanBase.hpp)
+if (ENABLE_DISTRIBUTED)
+  add_library(quickstep_queryexecution_ForemanDistributed ForemanDistributed.cpp ForemanDistributed.hpp)
+endif(ENABLE_DISTRIBUTED)
 add_library(quickstep_queryexecution_ForemanSingleNode ForemanSingleNode.cpp ForemanSingleNode.hpp)
 add_library(quickstep_queryexecution_PolicyEnforcerBase PolicyEnforcerBase.cpp PolicyEnforcerBase.hpp)
 if (ENABLE_DISTRIBUTED)
@@ -86,6 +89,26 @@ target_link_libraries(quickstep_queryexecution_ForemanBase
                       quickstep_threading_Thread
                       quickstep_utility_Macros
                       tmb)
+if (ENABLE_DISTRIBUTED)
+  target_link_libraries(quickstep_queryexecution_ForemanDistributed
+                        glog
+                        quickstep_catalog_CatalogDatabase
+                        quickstep_catalog_CatalogRelation
+                        quickstep_catalog_CatalogTypedefs
+                        quickstep_catalog_Catalog_proto
+                        quickstep_queryexecution_AdmitRequestMessage
+                        quickstep_queryexecution_ForemanBase
+                        quickstep_queryexecution_PolicyEnforcerDistributed
+                        quickstep_queryexecution_QueryExecutionMessages_proto
+                        quickstep_queryexecution_QueryExecutionTypedefs
+                        quickstep_queryexecution_QueryExecutionUtil
+                        quickstep_queryexecution_ShiftbossDirectory
+                        quickstep_threading_ThreadUtil
+                        quickstep_utility_EqualsAnyConstant
+                        quickstep_utility_Macros
+                        tmb
+                        ${GFLAGS_LIB_NAME})
+endif(ENABLE_DISTRIBUTED)
 target_link_libraries(quickstep_queryexecution_ForemanSingleNode
                       glog
                       quickstep_queryexecution_AdmitRequestMessage
@@ -316,6 +339,7 @@ target_link_libraries(quickstep_queryexecution
 if (ENABLE_DISTRIBUTED)
   target_link_libraries(quickstep_queryexecution
                         quickstep_queryexecution_BlockLocator
+                        quickstep_queryexecution_ForemanDistributed
                         quickstep_queryexecution_PolicyEnforcerDistributed
                         quickstep_queryexecution_QueryManagerDistributed
                         quickstep_queryexecution_Shiftboss

http://git-wip-us.apache.org/repos/asf/incubator-quickstep/blob/203d3ea6/query_execution/ForemanDistributed.cpp
----------------------------------------------------------------------
diff --git a/query_execution/ForemanDistributed.cpp b/query_execution/ForemanDistributed.cpp
new file mode 100644
index 0000000..29f5b9b
--- /dev/null
+++ b/query_execution/ForemanDistributed.cpp
@@ -0,0 +1,335 @@
+/**
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ **/
+
+#include "query_execution/ForemanDistributed.hpp"
+
+#include <cstddef>
+#include <cstdio>
+#include <cstdlib>
+#include <memory>
+#include <utility>
+#include <vector>
+
+#include "catalog/Catalog.pb.h"
+#include "catalog/CatalogDatabase.hpp"
+#include "catalog/CatalogRelation.hpp"
+#include "catalog/CatalogTypedefs.hpp"
+#include "query_execution/AdmitRequestMessage.hpp"
+#include "query_execution/PolicyEnforcerDistributed.hpp"
+#include "query_execution/QueryExecutionMessages.pb.h"
+#include "query_execution/QueryExecutionTypedefs.hpp"
+#include "query_execution/QueryExecutionUtil.hpp"
+#include "query_execution/ShiftbossDirectory.hpp"
+#include "threading/ThreadUtil.hpp"
+#include "utility/EqualsAnyConstant.hpp"
+
+#include "glog/logging.h"
+
+#include "tmb/address.h"
+#include "tmb/id_typedefs.h"
+#include "tmb/message_bus.h"
+#include "tmb/message_style.h"
+#include "tmb/tagged_message.h"
+
+using std::move;
+using std::size_t;
+using std::unique_ptr;
+using std::vector;
+
+using tmb::AnnotatedMessage;
+using tmb::MessageBus;
+using tmb::TaggedMessage;
+using tmb::client_id;
+
+namespace quickstep {
+
+namespace S = serialization;
+
+class QueryHandle;
+
+ForemanDistributed::ForemanDistributed(
+    MessageBus *bus,
+    CatalogDatabaseLite *catalog_database,
+    const int cpu_id,
+    const bool profile_individual_workorders)
+    : ForemanBase(bus, cpu_id),
+      catalog_database_(DCHECK_NOTNULL(catalog_database)) {
+  const std::vector<QueryExecutionMessageType> sender_message_types{
+      kShiftbossRegistrationResponseMessage,
+      kQueryInitiateMessage,
+      kWorkOrderMessage,
+      kInitiateRebuildMessage,
+      kQueryTeardownMessage,
+      kSaveQueryResultMessage,
+      kQueryExecutionSuccessMessage,
+      kPoisonMessage};
+
+  for (const auto message_type : sender_message_types) {
+    bus_->RegisterClientAsSender(foreman_client_id_, message_type);
+  }
+
+  const std::vector<QueryExecutionMessageType> receiver_message_types{
+      kShiftbossRegistrationMessage,
+      kAdmitRequestMessage,
+      kQueryInitiateResponseMessage,
+      kCatalogRelationNewBlockMessage,
+      kDataPipelineMessage,
+      kInitiateRebuildResponseMessage,
+      kWorkOrderCompleteMessage,
+      kRebuildWorkOrderCompleteMessage,
+      kWorkOrderFeedbackMessage,
+      kSaveQueryResultResponseMessage,
+      kPoisonMessage};
+
+  for (const auto message_type : receiver_message_types) {
+    bus_->RegisterClientAsReceiver(foreman_client_id_, message_type);
+  }
+
+  policy_enforcer_.reset(new PolicyEnforcerDistributed(
+      foreman_client_id_,
+      catalog_database_,
+      &shiftboss_directory_,
+      bus_,
+      profile_individual_workorders));
+}
+
+void ForemanDistributed::run() {
+  if (cpu_id_ >= 0) {
+    // We can pin the foreman thread to a CPU if specified.
+    ThreadUtil::BindToCPU(cpu_id_);
+  }
+
+  // Ensure that at least one Shiftboss to register.
+  if (shiftboss_directory_.empty()) {
+    const AnnotatedMessage annotated_message = bus_->Receive(foreman_client_id_, 0, true);
+    const TaggedMessage &tagged_message = annotated_message.tagged_message;
+    DCHECK_EQ(kShiftbossRegistrationMessage, tagged_message.message_type());
+    DLOG(INFO) << "ForemanDistributed received typed '" << tagged_message.message_type()
+               << "' message from client " << annotated_message.sender;
+
+    S::ShiftbossRegistrationMessage proto;
+    CHECK(proto.ParseFromArray(tagged_message.message(), tagged_message.message_bytes()));
+
+    processShiftbossRegistrationMessage(annotated_message.sender, proto.work_order_capacity());
+    DCHECK_EQ(1u, shiftboss_directory_.size());
+  }
+
+  // Event loop
+  for (;;) {
+    // Receive() causes this thread to sleep until next message is received.
+    const AnnotatedMessage annotated_message =
+        bus_->Receive(foreman_client_id_, 0, true);
+    const TaggedMessage &tagged_message = annotated_message.tagged_message;
+    const tmb::message_type_id message_type = tagged_message.message_type();
+    DLOG(INFO) << "ForemanDistributed received typed '" << message_type
+               << "' message from client " << annotated_message.sender;
+    switch (message_type) {
+      case kShiftbossRegistrationMessage: {
+        S::ShiftbossRegistrationMessage proto;
+        CHECK(proto.ParseFromArray(tagged_message.message(), tagged_message.message_bytes()));
+
+        processShiftbossRegistrationMessage(annotated_message.sender, proto.work_order_capacity());
+        break;
+      }
+      case kAdmitRequestMessage: {
+        const AdmitRequestMessage *request_message =
+            static_cast<const AdmitRequestMessage*>(tagged_message.message());
+
+        const vector<QueryHandle *> &query_handles = request_message->getQueryHandles();
+        DCHECK(!query_handles.empty());
+
+        bool all_queries_admitted = true;
+        if (query_handles.size() == 1u) {
+          all_queries_admitted =
+              policy_enforcer_->admitQuery(query_handles.front());
+        } else {
+          all_queries_admitted = policy_enforcer_->admitQueries(query_handles);
+        }
+        if (!all_queries_admitted) {
+          LOG(WARNING) << "The scheduler could not admit all the queries";
+          // TODO(harshad) - Inform the main thread about the failure.
+        }
+        break;
+      }
+      case kQueryInitiateResponseMessage: {
+        // TODO(zuyu): check the query id.
+        break;
+      }
+      case kCatalogRelationNewBlockMessage:  // Fall through
+      case kDataPipelineMessage:
+      case kRebuildWorkOrderCompleteMessage:
+      case kWorkOrderCompleteMessage:
+      case kWorkOrderFeedbackMessage: {
+        policy_enforcer_->processMessage(tagged_message);
+        break;
+      }
+      case kInitiateRebuildResponseMessage: {
+        // A unique case in the distributed version.
+        policy_enforcer_->processInitiateRebuildResponseMessage(tagged_message);
+        break;
+      }
+      case kSaveQueryResultResponseMessage: {
+        S::SaveQueryResultResponseMessage proto;
+        CHECK(proto.ParseFromArray(tagged_message.message(), tagged_message.message_bytes()));
+
+        processSaveQueryResultResponseMessage(proto.cli_id(), proto.relation_id());
+        break;
+      }
+      case kPoisonMessage: {
+        if (policy_enforcer_->hasQueries()) {
+          LOG(WARNING) << "ForemanDistributed thread exiting while some queries are "
+                          "under execution or waiting to be admitted";
+        }
+
+        // Shutdown all Shiftbosses.
+        tmb::Address shiftboss_addresses;
+        for (std::size_t i = 0; i < shiftboss_directory_.size(); ++i) {
+          shiftboss_addresses.AddRecipient(shiftboss_directory_.getClientId(i));
+        }
+
+        tmb::MessageStyle broadcast_style;
+        broadcast_style.Broadcast(true);
+
+        TaggedMessage poison_message(kPoisonMessage);
+
+        const MessageBus::SendStatus send_status =
+            bus_->Send(foreman_client_id_,
+                       shiftboss_addresses,
+                       broadcast_style,
+                       move(poison_message));
+        DCHECK(send_status == MessageBus::SendStatus::kOK);
+        return;
+      }
+      default:
+        LOG(FATAL) << "Unknown message type to ForemanDistributed";
+    }
+
+    if (canCollectNewMessages(message_type)) {
+      vector<unique_ptr<S::WorkOrderMessage>> new_messages;
+      policy_enforcer_->getWorkOrderProtoMessages(&new_messages);
+      dispatchWorkOrderMessages(new_messages);
+    }
+  }
+}
+
+bool ForemanDistributed::canCollectNewMessages(const tmb::message_type_id message_type) {
+  return !QUICKSTEP_EQUALS_ANY_CONSTANT(message_type,
+                                        kCatalogRelationNewBlockMessage,
+                                        kWorkOrderFeedbackMessage) &&
+         // TODO(zuyu): Multiple Shiftbosses support.
+         !shiftboss_directory_.hasReachedCapacity(0);
+}
+
+void ForemanDistributed::dispatchWorkOrderMessages(const vector<unique_ptr<S::WorkOrderMessage>> &messages) {
+  for (const auto &message : messages) {
+    DCHECK(message != nullptr);
+    // TODO(zuyu): Multiple Shiftbosses support.
+    sendWorkOrderMessage(0, *message);
+    shiftboss_directory_.incrementNumQueuedWorkOrders(0);
+  }
+}
+
+void ForemanDistributed::sendWorkOrderMessage(const size_t shiftboss_index,
+                                              const S::WorkOrderMessage &proto) {
+  const size_t proto_length = proto.ByteSize();
+  char *proto_bytes = static_cast<char*>(malloc(proto_length));
+  CHECK(proto.SerializeToArray(proto_bytes, proto_length));
+
+  TaggedMessage message(static_cast<const void*>(proto_bytes),
+                        proto_length,
+                        kWorkOrderMessage);
+  free(proto_bytes);
+
+  const client_id shiftboss_client_id = shiftboss_directory_.getClientId(shiftboss_index);
+  DLOG(INFO) << "ForemanDistributed sent WorkOrderMessage (typed '" << kWorkOrderMessage
+             << "') to Shiftboss with TMB client ID " << shiftboss_client_id;
+  const MessageBus::SendStatus send_status =
+      QueryExecutionUtil::SendTMBMessage(bus_,
+                                         foreman_client_id_,
+                                         shiftboss_client_id,
+                                         move(message));
+  CHECK(send_status == MessageBus::SendStatus::kOK);
+}
+
+void ForemanDistributed::printWorkOrderProfilingResults(const std::size_t query_id,
+                                                        std::FILE *out) const {
+  const std::vector<WorkOrderTimeEntry> &recorded_times =
+      policy_enforcer_->getProfilingResults(query_id);
+  fputs("Query ID,Worker ID,Operator ID,Time (microseconds)\n", out);
+  for (const auto &workorder_entry : recorded_times) {
+    const std::size_t worker_id = workorder_entry.worker_id;
+    fprintf(out,
+            "%lu,%lu,%lu,%lu\n",
+            query_id,
+            worker_id,
+            workorder_entry.operator_id,  // Operator ID.
+            workorder_entry.end_time - workorder_entry.start_time);  // Time.
+  }
+}
+
+void ForemanDistributed::processShiftbossRegistrationMessage(const client_id shiftboss_client_id,
+                                                              const std::size_t work_order_capacity) {
+  S::ShiftbossRegistrationResponseMessage proto;
+  proto.set_shiftboss_index(shiftboss_directory_.size());
+
+  const size_t proto_length = proto.ByteSize();
+  char *proto_bytes = static_cast<char*>(malloc(proto_length));
+  CHECK(proto.SerializeToArray(proto_bytes, proto_length));
+
+  TaggedMessage message(static_cast<const void*>(proto_bytes),
+                        proto_length,
+                        kShiftbossRegistrationResponseMessage);
+  free(proto_bytes);
+
+  shiftboss_directory_.addShiftboss(shiftboss_client_id, work_order_capacity);
+
+  DLOG(INFO) << "ForemanDistributed sent ShiftbossRegistrationResponseMessage (typed '"
+             << kShiftbossRegistrationResponseMessage
+             << "') to Shiftboss with TMB client id " << shiftboss_client_id;
+  const MessageBus::SendStatus send_status =
+      QueryExecutionUtil::SendTMBMessage(bus_,
+                                         foreman_client_id_,
+                                         shiftboss_client_id,
+                                         move(message));
+  CHECK(send_status == MessageBus::SendStatus::kOK);
+}
+
+void ForemanDistributed::processSaveQueryResultResponseMessage(const client_id cli_id,
+                                                               const relation_id result_relation_id) {
+  S::QueryExecutionSuccessMessage proto;
+  proto.mutable_result_relation()->MergeFrom(
+      static_cast<CatalogDatabase*>(catalog_database_)->getRelationById(result_relation_id)->getProto());
+
+  const size_t proto_length = proto.ByteSize();
+  char *proto_bytes = static_cast<char*>(malloc(proto_length));
+  CHECK(proto.SerializeToArray(proto_bytes, proto_length));
+
+  TaggedMessage message(static_cast<const void*>(proto_bytes),
+                        proto_length,
+                        kQueryExecutionSuccessMessage);
+  free(proto_bytes);
+
+  // Notify the CLI regarding the query result.
+  DLOG(INFO) << "ForemanDistributed sent QueryExecutionSuccessMessage (typed '"
+             << kQueryExecutionSuccessMessage
+             << "') to CLI with TMB client id " << cli_id;
+  const MessageBus::SendStatus send_status =
+      QueryExecutionUtil::SendTMBMessage(bus_,
+                                         foreman_client_id_,
+                                         cli_id,
+                                         move(message));
+  CHECK(send_status == MessageBus::SendStatus::kOK);
+}
+
+}  // namespace quickstep

http://git-wip-us.apache.org/repos/asf/incubator-quickstep/blob/203d3ea6/query_execution/ForemanDistributed.hpp
----------------------------------------------------------------------
diff --git a/query_execution/ForemanDistributed.hpp b/query_execution/ForemanDistributed.hpp
new file mode 100644
index 0000000..f9a326a
--- /dev/null
+++ b/query_execution/ForemanDistributed.hpp
@@ -0,0 +1,130 @@
+/**
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ **/
+
+#ifndef QUICKSTEP_QUERY_EXECUTION_FOREMAN_DISTRIBUTED_HPP_
+#define QUICKSTEP_QUERY_EXECUTION_FOREMAN_DISTRIBUTED_HPP_
+
+#include <cstddef>
+#include <cstdio>
+#include <memory>
+#include <vector>
+
+#include "catalog/CatalogTypedefs.hpp"
+#include "query_execution/ForemanBase.hpp"
+#include "query_execution/PolicyEnforcerDistributed.hpp"
+#include "query_execution/ShiftbossDirectory.hpp"
+#include "utility/Macros.hpp"
+
+#include "tmb/id_typedefs.h"
+
+namespace tmb { class MessageBus; }
+
+namespace quickstep {
+
+class CatalogDatabaseLite;
+
+namespace serialization { class WorkOrderMessage; }
+
+/** \addtogroup QueryExecution
+ *  @{
+ */
+
+/**
+ * @brief The Foreman receives queries from the main thread, messages from the
+ *        policy enforcer and dispatches the work to Shiftbosses. It also
+ *        receives work completion messages from Shiftbosses.
+ **/
+class ForemanDistributed final : public ForemanBase {
+ public:
+  /**
+   * @brief Constructor.
+   *
+   * @param bus A pointer to the TMB.
+   * @param catalog_database The catalog database where this query is executed.
+   * @param cpu_id The ID of the CPU to which the Foreman thread can be pinned.
+   * @param profile_individual_workorders Whether every workorder's execution
+   *        be profiled or not.
+   *
+   * @note If cpu_id is not specified, Foreman thread can be possibly moved
+   *       around on different CPUs by the OS.
+  **/
+  ForemanDistributed(tmb::MessageBus *bus,
+                     CatalogDatabaseLite *catalog_database,
+                     const int cpu_id = -1,
+                     const bool profile_individual_workorders = false);
+
+  ~ForemanDistributed() override {}
+
+  /**
+   * @brief Print the results of profiling individual work orders for a given
+   *        query.
+   *
+   * TODO(harshad) - Add the name of the operator to the output.
+   *
+   * @param query_id The ID of the query for which the results are to be printed.
+   * @param out The file stream.
+   **/
+  void printWorkOrderProfilingResults(const std::size_t query_id,
+                                      std::FILE *out) const;
+
+ protected:
+  void run() override;
+
+ private:
+  /**
+   * @brief Dispatch schedulable WorkOrders, wrapped in WorkOrderMessages to the
+   *        worker threads.
+   *
+   * @param messages The messages to be dispatched.
+   **/
+  void dispatchWorkOrderMessages(
+      const std::vector<std::unique_ptr<serialization::WorkOrderMessage>> &messages);
+
+  /**
+   * @brief Send the given message to the specified worker.
+   *
+   * @param worker_index The logical index of the recipient worker in
+   *        ShiftbossDirectory.
+   * @param proto The WorkOrderMessage to be sent.
+   **/
+  void sendWorkOrderMessage(const std::size_t worker_index,
+                            const serialization::WorkOrderMessage &proto);
+
+  void processShiftbossRegistrationMessage(const tmb::client_id shiftboss_client_id,
+                                            const std::size_t work_order_capacity);
+
+  void processSaveQueryResultResponseMessage(const tmb::client_id cli_id,
+                                             const relation_id result_relation_id);
+
+  /**
+   * @brief Check if we can collect new messages from the PolicyEnforcer.
+   *
+   * @param message_type The type of the last received message.
+   **/
+  bool canCollectNewMessages(const tmb::message_type_id message_type);
+
+  ShiftbossDirectory shiftboss_directory_;
+
+  CatalogDatabaseLite *catalog_database_;
+
+  std::unique_ptr<PolicyEnforcerDistributed> policy_enforcer_;
+
+  DISALLOW_COPY_AND_ASSIGN(ForemanDistributed);
+};
+
+/** @} */
+
+}  // namespace quickstep
+
+#endif  // QUICKSTEP_QUERY_EXECUTION_FOREMAN_DISTRIBUTED_HPP_


[2/2] incubator-quickstep git commit: Added unit tests for the distributed version.

Posted by zu...@apache.org.
Added unit tests for the distributed version.


Project: http://git-wip-us.apache.org/repos/asf/incubator-quickstep/repo
Commit: http://git-wip-us.apache.org/repos/asf/incubator-quickstep/commit/5ed4a1c4
Tree: http://git-wip-us.apache.org/repos/asf/incubator-quickstep/tree/5ed4a1c4
Diff: http://git-wip-us.apache.org/repos/asf/incubator-quickstep/diff/5ed4a1c4

Branch: refs/heads/q-opt-dist-exe-gen-test
Commit: 5ed4a1c4b33c764f620460c6f4e0f0c42d47f01e
Parents: 203d3ea
Author: Zuyu Zhang <zu...@twitter.com>
Authored: Sun Aug 14 00:02:20 2016 -0700
Committer: Zuyu Zhang <zu...@twitter.com>
Committed: Tue Aug 16 11:15:08 2016 -0700

----------------------------------------------------------------------
 query_optimizer/tests/CMakeLists.txt            |  35 +++++
 .../tests/DistributedExecutionGeneratorTest.cpp |  57 +++++++
 .../DistributedExecutionGeneratorTestRunner.cpp | 152 +++++++++++++++++++
 .../DistributedExecutionGeneratorTestRunner.hpp | 104 +++++++++++++
 .../tests/execution_generator/CMakeLists.txt    |  70 +++++++++
 5 files changed, 418 insertions(+)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/incubator-quickstep/blob/5ed4a1c4/query_optimizer/tests/CMakeLists.txt
----------------------------------------------------------------------
diff --git a/query_optimizer/tests/CMakeLists.txt b/query_optimizer/tests/CMakeLists.txt
index 1453291..bc176e6 100644
--- a/query_optimizer/tests/CMakeLists.txt
+++ b/query_optimizer/tests/CMakeLists.txt
@@ -80,6 +80,14 @@ target_link_libraries(quickstep_queryoptimizer_tests_TestDatabaseLoader
                       quickstep_utility_Macros
                       tmb)
 
+if (ENABLE_DISTRIBUTED)
+  add_executable(quickstep_queryoptimizer_tests_DistributedExecutionGeneratorTest
+                 DistributedExecutionGeneratorTest.cpp
+                 DistributedExecutionGeneratorTestRunner.cpp
+                 DistributedExecutionGeneratorTestRunner.hpp
+                 "${PROJECT_SOURCE_DIR}/utility/textbased_test/TextBasedTest.cpp"
+                 "${PROJECT_SOURCE_DIR}/utility/textbased_test/TextBasedTest.hpp")
+endif(ENABLE_DISTRIBUTED)
 add_executable(quickstep_queryoptimizer_tests_ExecutionGeneratorTest
                ExecutionGeneratorTest.cpp
                ExecutionGeneratorTestRunner.cpp
@@ -109,6 +117,33 @@ add_executable(quickstep_queryoptimizer_tests_OptimizerTextTest
                "${PROJECT_SOURCE_DIR}/utility/textbased_test/TextBasedTest.cpp"
                "${PROJECT_SOURCE_DIR}/utility/textbased_test/TextBasedTest.hpp")
 
+if (ENABLE_DISTRIBUTED)
+  target_link_libraries(quickstep_queryoptimizer_tests_DistributedExecutionGeneratorTest
+                        glog
+                        gtest
+                        quickstep_catalog_CatalogTypedefs
+                        quickstep_cli_DropRelation
+                        quickstep_cli_PrintToScreen
+                        quickstep_parser_ParseStatement
+                        quickstep_parser_SqlParserWrapper
+                        quickstep_queryexecution_ForemanDistributed
+                        quickstep_queryexecution_QueryExecutionTypedefs
+                        quickstep_queryexecution_QueryExecutionUtil
+                        quickstep_queryexecution_Shiftboss
+                        quickstep_queryexecution_Worker
+                        quickstep_queryexecution_WorkerDirectory
+                        quickstep_queryoptimizer_Optimizer
+                        quickstep_queryoptimizer_OptimizerContext
+                        quickstep_queryoptimizer_QueryHandle
+                        quickstep_queryoptimizer_tests_TestDatabaseLoader
+                        quickstep_utility_Macros
+                        quickstep_utility_MemStream
+                        quickstep_utility_SqlError
+                        quickstep_utility_TextBasedTestDriver
+                        tmb
+                        ${GFLAGS_LIB_NAME}
+                        ${LIBS})
+endif(ENABLE_DISTRIBUTED)
 target_link_libraries(quickstep_queryoptimizer_tests_ExecutionGeneratorTest
                       ${GFLAGS_LIB_NAME}
                       glog

http://git-wip-us.apache.org/repos/asf/incubator-quickstep/blob/5ed4a1c4/query_optimizer/tests/DistributedExecutionGeneratorTest.cpp
----------------------------------------------------------------------
diff --git a/query_optimizer/tests/DistributedExecutionGeneratorTest.cpp b/query_optimizer/tests/DistributedExecutionGeneratorTest.cpp
new file mode 100644
index 0000000..ae14e03
--- /dev/null
+++ b/query_optimizer/tests/DistributedExecutionGeneratorTest.cpp
@@ -0,0 +1,57 @@
+/**
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ **/
+
+#include <fstream>
+#include <memory>
+
+#include "query_optimizer/tests/DistributedExecutionGeneratorTestRunner.hpp"
+#include "utility/textbased_test/TextBasedTestDriver.hpp"
+#include "utility/textbased_test/TextBasedTest.hpp"
+
+#include "gflags/gflags.h"
+#include "glog/logging.h"
+#include "gtest/gtest.h"
+
+using quickstep::TextBasedTest;
+
+QUICKSTEP_GENERATE_TEXT_TEST(DISTRIBUTED_EXECUTION_GENERATOR_TEST);
+
+int main(int argc, char** argv) {
+  google::InitGoogleLogging(argv[0]);
+  // Honor FLAGS_buffer_pool_slots in StorageManager.
+  gflags::ParseCommandLineFlags(&argc, &argv, true);
+
+  if (argc < 4) {
+    LOG(ERROR) << "Must have at least 3 arguments, but " << argc - 1
+               << " are provided";
+  }
+
+  std::ifstream input_file(argv[1]);
+  CHECK(input_file.is_open()) << argv[1];
+  std::unique_ptr<quickstep::optimizer::DistributedExecutionGeneratorTestRunner>
+      test_runner(
+          new quickstep::optimizer::DistributedExecutionGeneratorTestRunner(argv[3]));
+  test_driver.reset(
+      new quickstep::TextBasedTestDriver(&input_file, test_runner.get()));
+  test_driver->registerOption(
+      quickstep::optimizer::DistributedExecutionGeneratorTestRunner::kResetOption);
+
+  ::testing::InitGoogleTest(&argc, argv);
+  const int success = RUN_ALL_TESTS();
+  if (success != 0) {
+    test_driver->writeActualOutputToFile(argv[2]);
+  }
+
+  return success;
+}

http://git-wip-us.apache.org/repos/asf/incubator-quickstep/blob/5ed4a1c4/query_optimizer/tests/DistributedExecutionGeneratorTestRunner.cpp
----------------------------------------------------------------------
diff --git a/query_optimizer/tests/DistributedExecutionGeneratorTestRunner.cpp b/query_optimizer/tests/DistributedExecutionGeneratorTestRunner.cpp
new file mode 100644
index 0000000..c184413
--- /dev/null
+++ b/query_optimizer/tests/DistributedExecutionGeneratorTestRunner.cpp
@@ -0,0 +1,152 @@
+/**
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ **/
+
+#include "query_optimizer/tests/DistributedExecutionGeneratorTestRunner.hpp"
+
+#include <cstdio>
+#include <set>
+#include <string>
+#include <vector>
+
+#include "catalog/CatalogTypedefs.hpp"
+#include "cli/DropRelation.hpp"
+#include "cli/PrintToScreen.hpp"
+#include "parser/ParseStatement.hpp"
+#include "query_execution/ForemanDistributed.hpp"
+#include "query_execution/QueryExecutionTypedefs.hpp"
+#include "query_optimizer/Optimizer.hpp"
+#include "query_optimizer/OptimizerContext.hpp"
+#include "query_optimizer/QueryHandle.hpp"
+#include "utility/MemStream.hpp"
+#include "utility/SqlError.hpp"
+
+#include "glog/logging.h"
+
+#include "tmb/id_typedefs.h"
+#include "tmb/message_bus.h"
+#include "tmb/tagged_message.h"
+
+using std::string;
+using std::make_unique;
+using std::vector;
+
+namespace quickstep {
+
+class CatalogRelation;
+
+namespace optimizer {
+
+const char *DistributedExecutionGeneratorTestRunner::kResetOption =
+    "reset_before_execution";
+
+DistributedExecutionGeneratorTestRunner::DistributedExecutionGeneratorTestRunner(const string &storage_path)
+    : query_id_(0),
+      test_database_loader_(storage_path) {
+  test_database_loader_.createTestRelation(false /* allow_vchar */);
+  test_database_loader_.loadTestRelation();
+
+  bus_.Initialize();
+
+  cli_id_ = bus_.Connect();
+  bus_.RegisterClientAsSender(cli_id_, kAdmitRequestMessage);
+  bus_.RegisterClientAsSender(cli_id_, kPoisonMessage);
+  bus_.RegisterClientAsReceiver(cli_id_, kQueryExecutionSuccessMessage);
+
+  // NOTE(zuyu): Foreman should initialize before Shiftboss so that the former
+  // could receive a registration message from the latter.
+  foreman_ = make_unique<ForemanDistributed>(&bus_, test_database_loader_.catalog_database());
+
+  worker_ = make_unique<Worker>(0 /* worker_thread_index */, &bus_);
+
+  const vector<tmb::client_id> worker_client_ids(1, worker_->getBusClientID());
+
+  // We don't use the NUMA aware version of worker code.
+  const vector<numa_node_id> numa_nodes(worker_client_ids.size(), kAnyNUMANodeID);
+
+  worker_directory_ =
+      make_unique<WorkerDirectory>(worker_client_ids.size(), worker_client_ids, numa_nodes);
+
+  shiftboss_ =
+      make_unique<Shiftboss>(&bus_, test_database_loader_.storage_manager(), worker_directory_.get());
+
+  foreman_->start();
+
+  shiftboss_->start();
+  worker_->start();
+}
+
+void DistributedExecutionGeneratorTestRunner::runTestCase(
+    const string &input, const std::set<string> &options, string *output) {
+  // TODO(qzeng): Test multi-threaded query execution when we have a Sort operator.
+
+  VLOG(4) << "Test SQL(s): " << input;
+
+  if (options.find(kResetOption) != options.end()) {
+    test_database_loader_.clear();
+    test_database_loader_.createTestRelation(false /* allow_vchar */);
+    test_database_loader_.loadTestRelation();
+  }
+
+  MemStream output_stream;
+  sql_parser_.feedNextBuffer(new string(input));
+
+  while (true) {
+    ParseResult result = sql_parser_.getNextStatement();
+    if (result.condition != ParseResult::kSuccess) {
+      if (result.condition == ParseResult::kError) {
+        *output = result.error_message;
+      }
+      break;
+    }
+
+    const ParseStatement &parse_statement = *result.parsed_statement;
+    std::printf("%s\n", parse_statement.toString().c_str());
+    try {
+      QueryHandle query_handle(query_id_++, cli_id_);
+
+      Optimizer optimizer(test_database_loader_.catalog_database(),
+                          test_database_loader_.storage_manager());
+      optimizer.generateQueryHandle(parse_statement, &query_handle);
+
+      QueryExecutionUtil::ConstructAndSendAdmitRequestMessage(
+          cli_id_,
+          foreman_->getBusClientID(),
+          &query_handle,
+          &bus_);
+
+      const tmb::AnnotatedMessage annotated_message = bus_.Receive(cli_id_, 0, true);
+      DCHECK_EQ(kQueryExecutionSuccessMessage, annotated_message.tagged_message.message_type());
+
+      const CatalogRelation *query_result_relation = query_handle.getQueryResultRelation();
+      if (query_result_relation) {
+          PrintToScreen::PrintRelation(*query_result_relation,
+                                       test_database_loader_.storage_manager(),
+                                       output_stream.file());
+          DropRelation::Drop(*query_result_relation,
+                             test_database_loader_.catalog_database(),
+                             test_database_loader_.storage_manager());
+      }
+    } catch (const SqlError &error) {
+      *output = error.formatMessage(input);
+      break;
+    }
+  }
+
+  if (output->empty()) {
+    *output = output_stream.str();
+  }
+}
+
+}  // namespace optimizer
+}  // namespace quickstep

http://git-wip-us.apache.org/repos/asf/incubator-quickstep/blob/5ed4a1c4/query_optimizer/tests/DistributedExecutionGeneratorTestRunner.hpp
----------------------------------------------------------------------
diff --git a/query_optimizer/tests/DistributedExecutionGeneratorTestRunner.hpp b/query_optimizer/tests/DistributedExecutionGeneratorTestRunner.hpp
new file mode 100644
index 0000000..6dccffb
--- /dev/null
+++ b/query_optimizer/tests/DistributedExecutionGeneratorTestRunner.hpp
@@ -0,0 +1,104 @@
+/**
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ **/
+
+#ifndef QUICKSTEP_QUERY_OPTIMIZER_TESTS_DISTRIBUTED_EXECUTION_GENERATOR_TEST_RUNNER_HPP_
+#define QUICKSTEP_QUERY_OPTIMIZER_TESTS_DISTRIBUTED_EXECUTION_GENERATOR_TEST_RUNNER_HPP_
+
+#include <cstddef>
+#include <memory>
+#include <set>
+#include <string>
+#include <utility>
+
+#include "parser/SqlParserWrapper.hpp"
+#include "query_execution/ForemanDistributed.hpp"
+#include "query_execution/QueryExecutionTypedefs.hpp"
+#include "query_execution/QueryExecutionUtil.hpp"
+#include "query_execution/Shiftboss.hpp"
+#include "query_execution/Worker.hpp"
+#include "query_execution/WorkerDirectory.hpp"
+#include "query_optimizer/tests/TestDatabaseLoader.hpp"
+#include "utility/Macros.hpp"
+#include "utility/textbased_test/TextBasedTestRunner.hpp"
+
+#include "glog/logging.h"
+
+#include "tmb/id_typedefs.h"
+#include "tmb/message_bus.h"
+#include "tmb/tagged_message.h"
+
+namespace quickstep {
+namespace optimizer {
+
+/**
+ * @brief TextBasedTestRunner for testing the ExecutionGenerator in the
+ *        distributed version.
+ */
+class DistributedExecutionGeneratorTestRunner : public TextBasedTestRunner {
+ public:
+  /**
+   * @brief If this option is enabled, recreate the entire database and
+   *        repopulate the data before every test.
+   */
+  static const char *kResetOption;
+
+  /**
+   * @brief Constructor.
+   */
+  explicit DistributedExecutionGeneratorTestRunner(const std::string &storage_path);
+
+  ~DistributedExecutionGeneratorTestRunner() {
+    tmb::TaggedMessage poison_tagged_message(quickstep::kPoisonMessage);
+
+    const tmb::MessageBus::SendStatus send_status =
+        QueryExecutionUtil::SendTMBMessage(
+            &bus_,
+            cli_id_,
+            foreman_->getBusClientID(),
+            std::move(poison_tagged_message));
+    CHECK(send_status == tmb::MessageBus::SendStatus::kOK);
+
+    worker_->join();
+    shiftboss_->join();
+
+    foreman_->join();
+  }
+
+  void runTestCase(const std::string &input,
+                   const std::set<std::string> &options,
+                   std::string *output) override;
+
+ private:
+  std::size_t query_id_;
+
+  SqlParserWrapper sql_parser_;
+  TestDatabaseLoader test_database_loader_;
+
+  MessageBusImpl bus_;
+
+  tmb::client_id cli_id_;
+
+  std::unique_ptr<ForemanDistributed> foreman_;
+
+  std::unique_ptr<Worker> worker_;
+  std::unique_ptr<WorkerDirectory> worker_directory_;
+  std::unique_ptr<Shiftboss> shiftboss_;
+
+  DISALLOW_COPY_AND_ASSIGN(DistributedExecutionGeneratorTestRunner);
+};
+
+}  // namespace optimizer
+}  // namespace quickstep
+
+#endif  // QUICKSTEP_QUERY_OPTIMIZER_TESTS_DISTRIBUTED_EXECUTION_GENERATOR_TEST_RUNNER_HPP_

http://git-wip-us.apache.org/repos/asf/incubator-quickstep/blob/5ed4a1c4/query_optimizer/tests/execution_generator/CMakeLists.txt
----------------------------------------------------------------------
diff --git a/query_optimizer/tests/execution_generator/CMakeLists.txt b/query_optimizer/tests/execution_generator/CMakeLists.txt
index 0c00ff6..1ea6a17 100644
--- a/query_optimizer/tests/execution_generator/CMakeLists.txt
+++ b/query_optimizer/tests/execution_generator/CMakeLists.txt
@@ -15,6 +15,63 @@
 # specific language governing permissions and limitations
 # under the License.
 
+if (ENABLE_DISTRIBUTED)
+  add_test(quickstep_queryoptimizer_tests_distributed_executiongenerator_create
+           "../quickstep_queryoptimizer_tests_DistributedExecutionGeneratorTest"
+           "${CMAKE_CURRENT_SOURCE_DIR}/Create.test"
+           "${CMAKE_CURRENT_BINARY_DIR}/DistributedCreate.test"
+           "${CMAKE_CURRENT_BINARY_DIR}/DistributedCreate/")
+  add_test(quickstep_queryoptimizer_tests_distributed_executiongenerator_delete
+           "../quickstep_queryoptimizer_tests_DistributedExecutionGeneratorTest"
+           "${CMAKE_CURRENT_SOURCE_DIR}/Delete.test"
+           "${CMAKE_CURRENT_BINARY_DIR}/DistributedDelete.test"
+           "${CMAKE_CURRENT_BINARY_DIR}/DistributedDelete/")
+  add_test(quickstep_queryoptimizer_tests_distributed_executiongenerator_distinct
+           "../quickstep_queryoptimizer_tests_DistributedExecutionGeneratorTest"
+           "${CMAKE_CURRENT_SOURCE_DIR}/Distinct.test"
+           "${CMAKE_CURRENT_BINARY_DIR}/DistributedDistinct.test"
+           "${CMAKE_CURRENT_BINARY_DIR}/DistributedDistinct/")
+  add_test(quickstep_queryoptimizer_tests_distributed_executiongenerator_drop
+           "../quickstep_queryoptimizer_tests_DistributedExecutionGeneratorTest"
+           "${CMAKE_CURRENT_SOURCE_DIR}/Drop.test"
+           "${CMAKE_CURRENT_BINARY_DIR}/DistributedDrop.test"
+           "${CMAKE_CURRENT_BINARY_DIR}/DistributedDrop/")
+  add_test(quickstep_queryoptimizer_tests_distributed_executiongenerator_index
+           "../quickstep_queryoptimizer_tests_DistributedExecutionGeneratorTest"
+           "${CMAKE_CURRENT_SOURCE_DIR}/Index.test"
+           "${CMAKE_CURRENT_BINARY_DIR}/DistributedIndex.test"
+           "${CMAKE_CURRENT_BINARY_DIR}/DistributedIndex/")
+  add_test(quickstep_queryoptimizer_tests_distributed_executiongenerator_insert
+           "../quickstep_queryoptimizer_tests_DistributedExecutionGeneratorTest"
+           "${CMAKE_CURRENT_SOURCE_DIR}/Insert.test"
+           "${CMAKE_CURRENT_BINARY_DIR}/DistributedInsert.test"
+           "${CMAKE_CURRENT_BINARY_DIR}/DistributedInsert/")
+  add_test(quickstep_queryoptimizer_tests_distributed_executiongenerator_join
+           "../quickstep_queryoptimizer_tests_DistributedExecutionGeneratorTest"
+           "${CMAKE_CURRENT_SOURCE_DIR}/Join.test"
+           "${CMAKE_CURRENT_BINARY_DIR}/DistributedJoin.test"
+           "${CMAKE_CURRENT_BINARY_DIR}/DistributedJoin/")
+  add_test(quickstep_queryoptimizer_tests_distributed_executiongenerator_select
+           "../quickstep_queryoptimizer_tests_DistributedExecutionGeneratorTest"
+           "${CMAKE_CURRENT_SOURCE_DIR}/Select.test"
+           "${CMAKE_CURRENT_BINARY_DIR}/DistributedSelect.test"
+           "${CMAKE_CURRENT_BINARY_DIR}/DistributedSelect/")
+  add_test(quickstep_queryoptimizer_tests_distributed_executiongenerator_stringpatternmatching
+           "../quickstep_queryoptimizer_tests_DistributedExecutionGeneratorTest"
+           "${CMAKE_CURRENT_SOURCE_DIR}/StringPatternMatching.test"
+           "${CMAKE_CURRENT_BINARY_DIR}/DistributedStringPatternMatching.test"
+           "${CMAKE_CURRENT_BINARY_DIR}/DistributedStringPatternMatching/")
+  add_test(quickstep_queryoptimizer_tests_distributed_executiongenerator_tablegenerator
+           "../quickstep_queryoptimizer_tests_DistributedExecutionGeneratorTest"
+           "${CMAKE_CURRENT_SOURCE_DIR}/TableGenerator.test"
+           "${CMAKE_CURRENT_BINARY_DIR}/DistributedTableGenerator.test"
+           "${CMAKE_CURRENT_BINARY_DIR}/DistributedTableGenerator/")
+  add_test(quickstep_queryoptimizer_tests_distributed_executiongenerator_update
+           "../quickstep_queryoptimizer_tests_DistributedExecutionGeneratorTest"
+           "${CMAKE_CURRENT_SOURCE_DIR}/Update.test"
+           "${CMAKE_CURRENT_BINARY_DIR}/DistributedUpdate.test"
+           "${CMAKE_CURRENT_BINARY_DIR}/DistributedUpdate/")
+endif(ENABLE_DISTRIBUTED)
 add_test(quickstep_queryoptimizer_tests_executiongenerator_create
          "../quickstep_queryoptimizer_tests_ExecutionGeneratorTest"
          "${CMAKE_CURRENT_SOURCE_DIR}/Create.test"
@@ -76,6 +133,19 @@ add_test(quickstep_queryoptimizer_tests_executiongenerator_update
 file(MAKE_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}/Create)
 file(MAKE_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}/Delete)
 file(MAKE_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}/Distinct)
+if (ENABLE_DISTRIBUTED)
+  file(MAKE_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}/DistributedCreate)
+  file(MAKE_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}/DistributedDelete)
+  file(MAKE_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}/DistributedDistinct)
+  file(MAKE_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}/DistributedDrop)
+  file(MAKE_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}/DistributedIndex)
+  file(MAKE_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}/DistributedInsert)
+  file(MAKE_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}/DistributedJoin)
+  file(MAKE_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}/DistributedSelect)
+  file(MAKE_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}/DistributedStringPatternMatching)
+  file(MAKE_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}/DistributedTableGenerator)
+  file(MAKE_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}/DistributedUpdate)
+endif(ENABLE_DISTRIBUTED)
 file(MAKE_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}/Drop)
 file(MAKE_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}/Index)
 file(MAKE_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}/Insert)