Ploomber

Ploomber provides a comprehensive, enterprise-grade platform designed to streamline the deployment, security, and management of data and internal applications. It empowers data science teams, developers, and enterprises to share their work securely and efficiently, whether with internal teams or external customers. Ploomber supports a wide range of popular data science and web frameworks, including Streamlit, Shiny, Dash, FastAPI, Panel, Flask, and more, making it a versatile solution for various projects.

How to use Ploomber

Getting started with Ploomber is designed to be straightforward and flexible, catering to different developer workflows. Users can deploy their applications in several ways:

• Terminal/CLI: For developers who prefer the command line, Ploomber offers a powerful CLI to initialize projects, configure settings, and deploy applications with a few simple commands.
• Git Integration: Ploomber seamlessly integrates with GitHub. Users can simply choose their repository, and Ploomber will set up a complete production environment, including continuous integration features like Pull Request (PR) previews.
• Drag & Drop: For quick deployments, a user-friendly drag-and-drop interface is available on the platform, allowing for easy uploads of project files.

Once an application is deployed, users can manage it through a centralized dashboard, monitor analytics, configure custom domains, and set up advanced security policies without needing to modify their application's source code.

Core Features of Ploomber

• Flexible Deployment Options: Supports deployment from the terminal, Git repositories, or via drag-and-drop. Compatible with numerous frameworks like Streamlit, Shiny, Dash, and FastAPI.
• Enterprise-Grade Security: Offers built-in protection at every layer. Features include VPC deployment for isolated network environments, IP whitelisting, static IPs for secure database connections, and robust authentication options (Password, Auth0, Microsoft Entra ID, SSO, LDAP, SAML).
• Automated DevOps: Simplifies the development lifecycle with features like PR Previews, allowing teams to test new features in isolated environments before merging. It also supports one-click rollbacks and versioning to quickly revert to a stable version if a bug is introduced.
• Scalability and Performance: Provides auto-scaling to handle traffic peaks automatically, ensuring application performance and availability. Users can also opt for fixed resource mode for predictable costs. On-demand GPU access is available for compute-intensive tasks.
• Application Management: Includes built-in analytics to monitor performance metrics and understand user behavior. Users can easily set up custom subdomains or top-level domains with automatic SSL certificate provisioning and renewal.
• Granular Access Control: Allows for detailed permission management with role-based access control (RBAC), team-specific permissions, and customizable security policies.
• AI Editor: A browser-based AI assistant to help with development, available across different plans with varying usage limits.

Use Cases for Ploomber

Ploomber is ideal for a variety of scenarios where data applications need to be deployed securely and scalably:

• Internal Tools & Dashboards: Data scientists and analysts can quickly build and share interactive dashboards (e.g., Streamlit CRM, R Shiny dashboards) with business teams.
• Customer-Facing Applications: Securely deploy and share admin panels or data-driven applications with external customers, with full authentication and custom branding.
• LLM & AI-Powered Apps: Build and host AI assistants, chatbots, or applications that perform tasks like answering questions on PDF documents, with the necessary infrastructure for scaling.
• Machine Learning APIs: Deploy machine learning models as robust APIs using frameworks like FastAPI, ready for integration into larger systems.

Advantages of Ploomber

Ploomber offers significant advantages over traditional deployment methods or competing platforms. Testimonials highlight a 40% reduction in development time and faster iteration cycles. Its key strengths include:

• Zero Complexity: Provides powerful enterprise features without the complex setup and maintenance overhead.
• Developer-Centric: Built with developers in mind, offering tools and integrations (like GitHub and CLI) that fit seamlessly into existing workflows.
• Unmatched Security: A comprehensive security suite that goes beyond basic authentication, making it suitable for organizations with strict compliance and security requirements.
• Flexible Hosting: The choice between multi-tenant SaaS, private cloud (VPC), or on-premise deployment provides flexibility for any organizational need.

Pricing and Plans

Ploomber offers a tiered pricing structure to suit different needs, from individual developers to large enterprises.

• Community (Free): Ideal for personal projects. Allows up to 2 apps, includes monthly credits for 0.5 vCPU and 1 GiB memory, and offers Slack support. Idle apps are stopped and eventually removed.
• Professional (Starting at $20/month): For professionals and small teams. Supports up to 10 apps, 2 custom domains, password authentication, GPU access, more resources, and continuous app uptime.
• Teams (Starting at $200/month): Designed for growing teams. Includes everything in Professional, plus support for up to 20 apps, 5 custom domains, advanced authentication (Auth0), advanced analytics, static IPs, and priority support.
• Enterprise (Custom Pricing): A tailored solution for large organizations. Offers unlimited apps, custom compute pricing, SSO/LDAP/SAML authentication, VPC or on-premise deployment, and dedicated phone support with an SLA.