In this option, RisingWave functions as an all-in-one service. All components of RisingWave, including the compute node, meta node, and compactor node, are put into a single process. They are executed in different threads, eliminating the need to start each component as a separate process.

However, please be aware that certain critical features, such as failover and resource management, are not implemented in this mode. Therefore, this option is not recommended for production deployments. For production deployments, please consider RisingWave Cloud, Kubernetes with Helm, or Kubernetes with Operator.

This option uses a pre-defined Docker Compose configuration file to set up a RisingWave cluster.

The cluster also incorporates these third-party components:

  • Grafana
  • PostgreSQL/MySQL
  • MinIO
  • Prometheus

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Download the source file

As a prerequisite, you need to install Docker Desktop in your environment. Ensure that it is running before launching the cluster.

Then, clone the risingwave repository.

git clone https://github.com/risingwavelabs/risingwave.git

Open the repository in a terminal and run the following command to navigate to the docker directory.

cd docker

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Customize your cluster configuration

You can customize your RisingWave deployment configuration by changing the options for the state store and meta store.

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Customize state store

For state store, RisingWave supports using these systems or services, and for each of the options, we have a Docker Compose configuration file that you can use after the necessary configurations.

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MinIO

This is the default option. To start a standalone RisingWave cluster with MinIO as the state store, run the following command:

docker compose up -d

COMMAND NOT FOUND?

The default command-line syntax in Compose V2 starts with docker compose. See details in the Docker docs.

If you’re using Compose V1, use docker-compose instead.

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S3 or S3-compatible storage

To use S3 as the state store, configure your AWS credential information in /docker/aws.env.

To use S3-compatible storage options like Tencent Cloud COS, you need to configure the endpoint via the RW_S3_ENDPOINT parameter in /docker/aws.env. Don’t include the bucket name in the endpoint.

In docker-compose-with-s3.yml, specify the bucket name via the hummock+s3 parameter.

- "hummock+s3://<bucket-name>"

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Google Cloud Storage, Alibaba Cloud OSS, or Azure Blob Storage

Configure the credentials for the cloud service you want to use in /docker/multiple_object_storage.env.

In the corresponding docker-compose-with-service_name.yml file (for example, docker-compose-with-gcs.yml for Google Cloud Storage), specify the bucket name via the hummock+<service_name> parameter.

 - "hummock+<service_name>://<bucket-name>"

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HDFS

Fill in your image name, cluster name (or namenode), and data directory

Mount your HADOOP_HOME to the volume <$HADOOP_HOME>:/opt/hadoop/, see docker-compose-with-hdfs.yml for more information.

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Huawei Cloud OBS

To use Huawei Cloud OBS as the state store, you need to configure your OBS credential information in the multiple_object_storage.env file. Uncomment and set the following environment variables: OBS_ENDPOINT, OBS_ACCESS_KEY_ID, and OBS_SECRET_ACCESS_KEY. Don’t include the bucket name in the endpoint.

In the docker-compose-with-obs.yml file, specify the bucket name via the hummock+obs parameter. Replace <bucket-name> with the name of your OBS bucket.

--state-store hummock+obs://<bucket-name>

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Customize meta store

For meta store, RisingWave uses postgresql as the default meta store backend and also supports the following meta store backends:

To customize the meta store backend, you need to configure the following settings.

  • --backend: The meta store backend you want to use.
  • --sql-endpoint: The target SQL backend endpoint.
  • Some parameters that required for specified backends.

You can read the specified guide for setting each backend below for more details.

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PostgreSQL

  • --backend: Set to postgres.
  • --sql-endpoint: Configure in format {host}:{port}.
  • Three additional parameters are required:
    • --sql-username: Username of SQL backend.
    • --sql-password: Password of SQL backend.
    • --sql-database: Database of SQL backend.

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SQLite

  • --backend: Set to sqlite.
  • --sql-endpoint: Should be the file path.

We have a Docker Compose configuration file that you can use after the necessary configurations: docker-compose-with-sqlite.yml. In this file, meta will mount a volume for SQLite db file, which means the SQLite meta storage backend requires singleton meta component.

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MySQL or MySQL-compatible storage

  • --backend: Set to mysql.
  • --sql-endpoint: Configure in format {host}:{port}. In docker-compose-with-sqlite.yml, specify the storage backend via mysql parameter.
--sql-endpoint mysql://<user>:<password>@<host>:<port>/<db>
  • Three additional parameters are required:
    • --sql-username: Username of SQL backend.
    • --sql-password: Password of SQL backend.
    • --sql-database: Database of SQL backend.

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Start a RisingWave cluster

You can now run the following command to start a RisingWave cluster:

docker compose -f docker-compose-with-storage_backend_name.yml up

Remember to replace the docker-compose-with-storage_backend_name.yml with the full file name of the corresponding configuration file.

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Connect to RisingWave

After RisingWave is up and running, you need to connect to it via the Postgres interactive terminal psql so that you can issue queries to RisingWave and see the query results. If you don’t have psql installed, install psql first.

psql -h localhost -p 4566 -d dev -U root

Alternative: Use RisingWave Console

You can also connect to and manage your RisingWave cluster using the RisingWave Console, which provides a web-based interface for cluster monitoring, SQL queries, and operational tasks.

Notes about the psql options:

  • The -h option is used to specify the hostname or IP address of the PostgreSQL server to connect to.
  • The -p option is used to specify the port number that the server is listening on.
  • The -d option is used to specify the name of the database to connect to.
  • The -U option is used to specify the name of the database user to connect as.
  • By default, the PostgreSQL server uses the root user account to authenticate connections to the dev database. Note that this user account does not require a password to connect.

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Manage your RisingWave cluster

When the cluster is running, you can monitor the status of RisingWave and the additional components and make adjustments when necessary.

  • RisingWave Dashboard

Access the RisingWave Dashboard at http://127.0.0.1:5691/. RisingWave Dashboard displays an overview of the cluster, as well as sources, sinks, tables, materialized views, and indexes available on the cluster.

  • Grafana

Access Grafana at http://127.0.0.1:3001/ and search for risingwave_dashboard. In this dashboard, you can view the internal metrics such as node count, memory consumption, throughput, and latencies. You can use these metrics to troubleshoot and optimize the cluster performance.

  • MinIO

Access the MinIO instance at http://127.0.0.1:9400/. Use the following credentials to log in.

  • User name: hummockadmin
  • Password: hummockadmin
  • Prometheus

Access Prometheus at http://127.0.0.1:9500/. No credentials are needed. You can use Prometheus for real-time alerting.

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Common issues

One of the common issues you may encounter is insufficient storage space. For example:

Error { code: "XMinioStorageFull", message: "Storage backend has reached its minimum free drive threshold. Please delete a few objects to proceed." }

This issue typically occurs on macOS when using Docker Desktop. Docker Desktop runs within the macOS Hypervisor, where all the data, including logs, images, and volumes, is stored. The macOS Hypervisor has a default limit on disk capacity. If you encounter this error, you can resolve it by cleaning up unused containers or images. Another option is to increase the disk image size limit by following these steps: Click on the Docker Desktop icon in the menu bar, then go to Preferences > Resources > Advanced, and adjust the slider for disk image size to allocate more space for Docker images. If you are using a different platform, please ensure sufficient space is available on the local disk.