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Vearch Compile and Deploy

No Docker Image Compile And Deploy

Dependent Environment

  1. CentOS, Ubuntu and Mac OS are all OK (recommend CentOS >= 7.2).
  2. go >= 1.22 required.
  3. gcc >= 10 required.
  4. cmake >= 3.17 required.
  5. OpenBLAS.
  6. tbb，In CentOS it can be installed by yum. Such as: yum install tbb-devel.x86_64.
  7. RocksDB == 6.6.4. You don't need to install it manually, the script installs it automatically. But you need to manually install the dependencies of rocksdb. Please refer to the installation method: https://github.com/facebook/rocksdb/blob/master/INSTALL.md
  8. CUDA >= 9.2, if you want GPU support.

Compile

  • Enter the GOPATH directory, cd $GOPATH/src mkdir -p github.com/vearch cd github.com/vearch
  • Download the source code: git clone https://github.com/vearch/vearch.git ($vearch denotes the absolute path of vearch code)
  • To add GPU Index support: change BUILD_WITH_GPU from "off" to "on" in $vearch/engine/CMakeLists.txt
  • Compile vearch and gamma
    1. cd build
    2. sh build.sh when vearch file generated, it is ok.

Deploy

Before run vearch, you shuld set LD_LIBRARY_PATH, Ensure that system can find gamma dynamic libraries. The gamma dynamic library that has been compiled is in the $vearch/build/gamma_build folder.

1 Local Model
  • generate config file conf.toml
cp config/config.toml conf.toml
  • start
./vearch -conf conf.toml all
2 Cluster Model

vearch has three module: ps(PartitionServer) , master, router, run ./vearch -f conf.toml ps/router/master start ps/router/master module

Now we have five machine, two master, two ps and one router

  • master
    • 192.168.1.1
    • 192.168.1.2
  • ps
    • 192.168.1.3
    • 192.168.1.4
  • router
    • 192.168.1.5
  • generate config file conf.toml
[global]
    name = "vearch"
    data = ["datas/"]
    log = "logs/"
    level = "debug"
    signkey = "vearch"
    skip_auth = true

# if you are master you'd better set all config for router and ps and router and ps use default config it so cool
[[masters]]
    name = "m1"
    address = "192.168.1.1"
    api_port = 8817
    etcd_port = 2378
    etcd_peer_port = 2390
    etcd_client_port = 2370
[[masters]]
    name = "m2"
    address = "192.168.1.2"
    api_port = 8817
    etcd_port = 2378
    etcd_peer_port = 2390
    etcd_client_port = 2370
[router]
    port = 9001
    skip_auth = true
[ps]
    rpc_port = 8081
    raft_heartbeat_port = 8898
    raft_replicate_port = 8899
    heartbeat-interval = 200 #ms
    raft_retain_logs = 10000
    raft_replica_concurrency = 1
    raft_snap_concurrency = 1
  • on 192.168.1.1 , 192.168.1.2 run master
./vearch -conf conf.toml master
  • on 192.168.1.3 , 192.168.1.4 run ps
./vearch -conf conf.toml ps
  • on 192.168.1.5 run router
./vearch -conf conf.toml router