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Principle:Datahub project Datahub Quickstart Launch

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Field Value
Page Type Principle
Workflow Docker_Quickstart_Deployment
Principle Name Quickstart_Launch
Repository Datahub_project_Datahub
Implemented By Implementation:Datahub_project_Datahub_Docker_CLI_Quickstart
Last Updated 2026-02-09 17:00 GMT

Overview

Description

Quickstart_Launch is the principle of enabling one-command local deployment of a multi-service metadata platform. DataHub's quickstart encapsulates the complexity of provisioning a database, search engine, message broker, backend API, and frontend application into a single CLI invocation. This principle embodies the infrastructure-as-code pattern applied to local development environments, where a declarative compose specification replaces manual service-by-service setup.

Usage

This principle is applied whenever a developer, evaluator, or CI pipeline needs a fully functional DataHub instance running locally. The one-command deployment:

  • Downloads or updates the Docker Compose specification to ~/.datahub/quickstart/docker-compose.yml.
  • Pulls the required Docker images for all services.
  • Orchestrates the startup sequence respecting inter-service dependencies.
  • Exposes the platform on well-known local ports (8080 for GMS, 9002 for the frontend).

The operator need not understand the internal topology of DataHub's services to get a working instance.

Theoretical Basis

Infrastructure-as-Code Pattern

Infrastructure-as-Code (IaC) is the practice of managing and provisioning computing resources through machine-readable definition files rather than through interactive configuration tools. Docker Compose is a lightweight form of IaC where a YAML file declares the desired state of a multi-container application: which images to run, how they connect, what volumes they mount, and what ports they expose.

The quickstart command takes this a step further by automating the acquisition of the IaC artifact itself. Rather than requiring the user to clone a repository and locate the correct compose file, the CLI downloads the appropriate version-matched compose specification on the user's behalf.

Docker Compose Orchestration for Local Development

Docker Compose orchestration provides several guarantees that are critical for local development:

  1. Deterministic topology -- The same compose file produces the same network of services, regardless of the host operating system.
  2. Dependency ordering -- The depends_on directive combined with health checks ensures that services start in the correct order (e.g., MySQL before GMS, GMS before Frontend).
  3. Network isolation -- All services communicate over a dedicated Docker network, preventing port collisions with other local processes (except for explicitly published ports).
  4. Reproducibility -- Pinning image tags (via the --version flag) ensures that every developer on a team runs the same version of every service.

Single Entry Point Philosophy

The single entry point philosophy reduces cognitive load and onboarding friction. A new contributor should be able to go from zero to a running DataHub instance with:

pip install datahub
datahub docker quickstart

This stands in contrast to approaches that require cloning the repository, installing multiple build tools, and manually configuring environment variables.

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