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new 1.1.0 Dec 11, 2024
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#149 in Database interfaces

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Eclipse Zenoh

The Eclipse Zenoh: Zero Overhead Pub/sub, Store/Query and Compute.

Zenoh (pronounce /zeno/) unifies data in motion, data at rest and computations. It carefully blends traditional pub/sub with geo-distributed storages, queries and computations, while retaining a level of time and space efficiency that is well beyond any of the mainstream stacks.

Check the website zenoh.io and the roadmap for more detailed information.


RocksDB backend

In zenoh a backend is a storage technology (such as DBMS, time-series database, file system...) alowing to store the keys/values publications made via zenoh and return them on queries. See the zenoh documentation for more details.

This backend relies on RocksDB to implement the storages. Its library name (without OS specific prefix and extension) that zenoh will rely on to find it and load it is zenoh_backend_rocksdb.

👉 Install latest release: see below

👉 Build "main" branch: see below


Examples of usage

Prerequisites:

  • You have a zenoh router (zenohd) installed, and the zenoh_backend_rocksdb library file is available in ~/.zenoh/lib.
  • Declare the ZENOH_BACKEND_ROCKSDB_ROOT environment variable to the directory where you want the RocksDB databases to be stored. If you don't declare it, the ~/.zenoh/zenoh_backend_rocksdb directory will be used.

You can setup storages either at zenoh router startup via a configuration file, either at runtime via the zenoh admin space, using for instance the REST API.

Setup via a JSON5 configuration file

  • Create a zenoh.json5 configuration file containing:
    {
      plugins: {
        // configuration of "storages" plugin:
        storage_manager: {
          volumes: {
            // configuration of a "rocksdb" volume (the "zenoh_backend_rocksdb" backend library will be loaded at startup)
            rocksdb: {}
          },
          storages: {
            // configuration of a "demo" storage using the "rocksdb" volume
            demo: {
              // the key expression this storage will subscribes to
              key_expr: "demo/example/**",
              // this prefix will be stripped from the received key when converting to database key.
              // i.e.: "demo/example/a/b" will be stored as "a/b"
              strip_prefix: "demo/example",
              volume: {
                id: "rocksdb",
                // the RocksDB database will be stored in this directory (relative to ${ZENOH_BACKEND_ROCKSDB_ROOT})
                dir: "example",
                // create the RocksDB database if not already existing
                create_db: true
              }
            }
          }
        },
        // Optionally, add the REST plugin
        rest: { http_port: 8000 }
      }
    }
    
  • Run the zenoh router with:
    zenohd -c zenoh.json5

Setup at runtime via curl commands on the admin space

  • Run the zenoh router, with write permissions to its admin space and with the REST plugin:
    zenohd --adminspace-permissions=rw --rest-http-port=8000
  • Add the "rocksdb" backend (the "zenoh_backend_rocksdb" library will be loaded):
    curl -X PUT -H 'content-type:application/json' -d '{}' http://localhost:8000/@/router/local/config/plugins/storage_manager/volumes/rocksdb
  • Add the "demo" storage using the "rocksdb" backend:
    curl -X PUT -H 'content-type:application/json' -d '{key_expr:"demo/example/**",strip_prefix:"demo/example",volume: {id: "rocksdb",dir: "example",create_db: true}}' http://localhost:8000/@/router/local/config/plugins/storage_manager/storages/demo

Tests using the REST API

Using curl to publish and query keys/values, you can:

# Put values that will be stored in the RocksDB database
curl -X PUT -d "TEST-1" http://localhost:8000/demo/example/test-1
curl -X PUT -d "B" http://localhost:8000/demo/example/a/b

# Retrive the values
curl http://localhost:8000/demo/example/**

Volume-specific storage configuration

Storages relying on a RocksDB-backed volume must specify some additional configuration as shown above:

  • "dir" (required, string) : The name of directory where the RocksDB database is stored. The absolute path will be ${ZENOH_BACKEND_ROCKSDB_ROOT}/<dir>.

  • "create_db" (optional, boolean) : create the RocksDB database if not already existing. Not set by default. (the value doesn't matter, only the property existence is checked)

  • "read_only" (optional, boolean) : the storage will only answer to GET queries. It will not accept any PUT or DELETE message, and won't put anything in RocksDB database. Not set by default. (the value doesn't matter, only the property existence is checked)

  • "on_closure" (optional, string) : the strategy to use when the Storage is removed. There are 2 options:

    • unset: the database remains untouched (this is the default behaviour)
    • "destroy_db": the database is destroyed (i.e. removed)

Behaviour of the backend

Mapping to RocksDB database

Each storage will map to a RocksDB database stored in directory: ${ZENOH_BACKEND_ROCKSDB_ROOT}/<dir>, where:

  • ${ZENOH_BACKEND_ROCKSDB_ROOT} is an environment variable that could be specified before zenoh router startup. If this variable is not specified ${ZENOH_HOME}/zenoh_backend_rocksdb will be used (where the default value of ${ZENOH_HOME} is ~/.zenoh).
  • <dir> is the "dir" property specified at storage creation. Each zenoh key/value put into the storage will map to 2 key/values in the database:
  • For both, the database key is the zenoh key, stripped from the "strip_prefix" property specified at storage creation.
  • In the "default" Column Family the key is put with the zenoh encoded value as a value.
  • In the "data_info" Column Family the key is put with a bytes buffer encoded in this order:
    • the Timestamp encoded as: 8 bytes for the time + 16 bytes for the HLC ID
    • a "is deleted" flag encoded as a boolean on 1 byte
    • the encoding prefix flag encoded as a ZInt (variable length)
    • the encoding suffix encoded as a String (string length as a ZInt + string bytes without ending \0)

Behaviour on deletion

On deletion of a key, the corresponding key is removed from the "default" Column Family. An entry with the "deletion" flag set to true and the deletion timestamp is inserted in the "data-info" Column Family (to avoid re-insertion of points with an older timestamp in case of un-ordered messages).
At regular interval, a task cleans-up the "data-info" Column Family from entries with old timestamps and the "deletion" flag set to true

Behaviour on GET

On GET operations:

  • if the selector is a unique key (i.e. not containing any '*'): the value and its encoding and timestamp for the corresponding key are directly retrieved from the 2 Column Families using get RocksDB operation.
  • if the selector is a key expression: the storage searches for matching keys, leveraging RocksDB's Prefix Seek if possible to minimize the number of entries to check.

How to install it

To install the latest release of this backend library, you can do as follows:

Manual installation (all platforms)

All release packages can be downloaded from:

Each subdirectory has the name of the Rust target. See the platforms each target corresponds to on https://doc.rust-lang.org/stable/rustc/platform-support.html

Choose your platform and download the .zip file.
Unzip it in the same directory than zenohd or to any directory where it can find the backend library (e.g. /usr/lib or ~/.zenoh/lib)

Linux Debian

Add Eclipse Zenoh private repository to the sources list, and install the zenoh-backend-rocksdb package:

echo "deb [trusted=yes] https://download.eclipse.org/zenoh/debian-repo/ /" | sudo tee -a /etc/apt/sources.list.d/zenoh.list > /dev/null
sudo apt update
sudo apt install zenoh-backend-rocksdb

How to build it

⚠️ WARNING ⚠️ : Zenoh and its ecosystem are under active development. When you build from git, make sure you also build from git any other Zenoh repository you plan to use (e.g. binding, plugin, backend, etc.). It may happen that some changes in git are not compatible with the most recent packaged Zenoh release (e.g. deb, docker, pip). We put particular effort in mantaining compatibility between the various git repositories in the Zenoh project.

At first, install Clang and Cargo and Rust. If you already have the Rust toolchain installed, make sure it is up-to-date with:

$ rustup update

⚠️ WARNING ⚠️ : As Rust doesn't have a stable ABI, the backend library should be built with the exact same Rust version than zenohd, and using for zenoh dependency the same version (or commit number) than 'zenohd'. Otherwise, incompatibilities in memory mapping of shared types between zenohd and the library can lead to a "SIGSEV" crash.

To know the Rust version you're zenohd has been built with, use the --version option.
Example:

$ zenohd --version
The zenoh router v0.6.0-beta.1 built with rustc 1.64.0 (a55dd71d5 2022-09-19)

Here, zenohd has been built with the rustc version 1.64.0.
Install and use this toolchain with the following command:

$ rustup default 1.64.0

And zenohd version corresponds to an un-released commit with id 1f20c86. Update the zenoh dependency in Cargo.lock with this command:

$ cargo update -p zenoh --precise 1f20c86

Then build the backend with:

$ cargo build --release --all-targets

Dependencies

~59MB
~1M SLoC