[master < ] Add batched and parallel import

.clang-format

@@ -1,7 +1,7 @@
 ---
 Language:     Cpp
 BasedOnStyle: Google
-Standard:     "c++17"
+Standard:     "c++20"
 UseTab:       Never
 DerivePointerAlignment: false
 PointerAlignment: Right

.github/workflows/ci.yml

@@ -8,18 +8,18 @@ jobs:
   build_and_test_ubuntu:
     strategy:
       matrix:
-        platform: [ubuntu-20.04]
+        platform: [ubuntu-22.04]
         mg_version:
-          - "2.1.1"
+          - "2.7.0"
     runs-on: ${{ matrix.platform }}
     steps:
-      - name: Install dependencies (Ubuntu 20.04)
-        if: matrix.platform == 'ubuntu-20.04'
+      - name: Install dependencies (Ubuntu 22.04)
+        if: matrix.platform == 'ubuntu-22.04'
         run: |
           sudo apt install -y git cmake make gcc g++ libssl-dev # mgconsole deps
-          sudo apt install -y libpython3.8 python3-pip # memgraph deps
+          sudo apt install -y libpython3.10 python3-pip # memgraph deps
           mkdir ~/memgraph
-          curl -L https://download.memgraph.com/memgraph/v${{ matrix.mg_version }}/ubuntu-20.04/memgraph_${{ matrix.mg_version }}-1_amd64.deb > ~/memgraph/memgraph_${{ matrix.mg_version }}-1_amd64.deb
+          curl -L https://download.memgraph.com/memgraph/v${{ matrix.mg_version }}/ubuntu-22.04/memgraph_${{ matrix.mg_version }}-1_amd64.deb > ~/memgraph/memgraph_${{ matrix.mg_version }}-1_amd64.deb
           sudo systemctl mask memgraph
           sudo dpkg -i ~/memgraph/memgraph_${{ matrix.mg_version }}-1_amd64.deb
 
@@ -65,7 +65,7 @@ jobs:
   build_apple:
     strategy:
       matrix:
-        platform: [macos-10.15]
+        platform: [macos-latest]
     runs-on: ${{ matrix.platform }}
     steps:
       - name: Set-up repository

CMakeLists.txt

@@ -21,7 +21,7 @@ include(CTest)
 set(CMAKE_MODULE_PATH ${CMAKE_MODULE_PATH} ${PROJECT_SOURCE_DIR}/cmake)
 
 set(CMAKE_C_STANDARD 11)
-set(CMAKE_CXX_STANDARD 17)
+set(CMAKE_CXX_STANDARD 20)
 
 # Set default build type to 'Release'
 if (NOT CMAKE_BUILD_TYPE)

README.md

@@ -122,3 +122,49 @@ memgraph> MATCH (t:Turtle) RETURN t;
 memgraph> :quit
 Bye
 ```
+
+## Batched and parallelized import (EXPERIMENTAL)
+
+Since Memgraph v2 expects vertices to come first (vertices has to exist to
+create an edge), and serial import can be slow, the goal with batching and
+parallelization is to improve the import speed when ingesting queries in the
+text format.
+
+To enable faster import, use `--import-mode="batched-parallel"` flag when
+running `mgconsole` + put Memgraph into the `STORAGE MODE
+IN_MEMORY_ANALYTICAL;` (could be part of the `.cypherl` file) to be able to
+leverage parallelism in the best possible way.
+
+```
+cat data.cypherl | mgconsole --import-mode=batched-parallel
+// STORAGE MODE IN_MEMORY_ANALYTICAL; is optional
+```
+
+IMPORTANT NOTE: Inside the import file, vertices always have to come first
+because `mgconsole` will read the file serially and chunk by chunk.
+
+Additional useful runtime flags are:
+  - `--batch-size=10000`
+  - `--workers-number=64`
+
+### Memgraph in the TRANSACTIONAL mode
+
+In [TRANSACTIONAL
+mode](https://memgraph.com/docs/memgraph/reference-guide/storage-modes#transactional-storage-mode-default),
+batching and parallelization might help, but since there are high chances for
+serialization errors, the execution times might be similar or even slower
+compared to the serial mode.
+
+### Memgraph in ANALYTICAL mode
+
+In [ANALYTICAL
+mode](https://memgraph.com/docs/memgraph/reference-guide/storage-modes#analytical-storage-mode),
+batching and parallelization will mostly likely help massively because
+serialization errors don't exist, but since Memgraph will accept any query
+(e.g., on edge create failure, vertices could be created multiple times),
+special care is required:
+  - queries with pure create vertices have to be specified first
+  - please use only import statements using simple MATCH, CREATE, MERGE
+    statements.
+
+If you encounter any issue, please create a new [mgconsole Github issue](https://github.com/memgraph/mgconsole/issues).

src/CMakeLists.txt

@@ -86,7 +86,7 @@ add_dependencies(${GFLAGS_LIBRARY} gflags-proj)
 ExternalProject_Add(mgclient-proj
   PREFIX mgclient
   GIT_REPOSITORY https://github.com/memgraph/mgclient.git
-  GIT_TAG v1.3.0
+  GIT_TAG v1.4.1
   CMAKE_ARGS "-DCMAKE_INSTALL_PREFIX=<INSTALL_DIR>"
   "-DCMAKE_CXX_COMPILER=${CMAKE_CXX_COMPILER}"
   "-DCMAKE_C_COMPILER=${CMAKE_C_COMPILER}"
@@ -115,7 +115,7 @@ if(MGCONSOLE_ON_WINDOWS)
   add_compile_options(-Wno-narrowing)
 endif()
 
-add_executable(mgconsole main.cpp)
+add_executable(mgconsole main.cpp interactive.cpp serial_import.cpp batch_import.cpp parsing.cpp)
 target_compile_definitions(mgconsole PRIVATE MGCLIENT_STATIC_DEFINE)
 target_include_directories(mgconsole
   PRIVATE