LicenseSpring

Python Licensing SDK for Backend Services, AI/ML Tools, and Developer Utilities

The LicenseSpring Python SDK lets you implement license activation, entitlement enforcement, and usage tracking directly inside your Python application or service with no external licensing infrastructure to build or maintain.

Built for Python developers shipping commercial software, the SDK covers backend services, automation pipelines, data platforms, AI/ML applications, and developer tools from a single lightweight integration.

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Implement Python Licensing in Minutes

The Python SDK installs as a lightweight client library and connects your application directly to the LicenseSpring licensing platform. Once installed, you have full access to LicenseSpring's licensing infrastructure.

With the SDK, you can:

Activate and validate licenses at runtime: online, offline, or in air-gapped environments

Enforce node-locked, floating, subscription, and consumption-based licensing: using the model that fits your product

Gate features by entitlement: control access to functionality at the SDK level, across any Python application type

Run local license checks with configurable grace periods: define how long the SDK honors a cached license before requiring revalidation, so connectivity loss never interrupts active users

Bind licenses to hardware: generate persistent hardware IDs using multiple device fingerprinting algorithms suited to the deployment environment

Track usage and activations: feed license telemetry back to the LicenseSpring platform in real time

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Built for Python Applications and Services

The Python SDK is designed for developers building and distributing commercial Python software.

Common Use Cases

Use CaseDescription
Backed Services
Integrating licensing validation into Python APIs and services
Automation Tools
Managing licensing workflows in internal tools or scripts
Data & Analytics Platforms
Protecting proprietary analytics or processing tools
AI / ML Applications
Licensing machine learning or AI-based software built with Python
Developer Utilities
Enforcing licensing in developer tools or Python packages

Installation

The LicenseSpring Python SDK can be installed directly from PyPI using pip.

Install the package with:

pip install licensespring

Minimum requirements:

Python 3.10 or higher

This simple installation process allows developers to quickly add licensing functionality to existing Python projects.

Hardware ID Generation

The Python SDK includes hardware fingerprinting support for node-locked licensing and device-bound activation. Multiple algorithms are available for computing a unique, persistent hardware identifier, selecting the approach appropriate for the deployment environment, whether a physical workstation, a virtual machine, or a cloud-hosted server instance.

Generated hardware IDs are used for:

Node-locked license binding

Device identification and activation tracking

Consistent hardware fingerprinting across multi-SDK product deployments

Cross-SDK Interoperability

Products that pair a Python component with other parts of their stack, such as a C++ core engine, a Java backend, or a Node.js interface, can use multiple LicenseSpring SDKs simultaneously.

All LicenseSpring SDKs share a common license file format and compute hardware identifiers using the same underlying logic. A license issued to a device is recognized consistently across every component of your product, regardless of which SDK each part uses.

Offline and Air-Gapped Licensing

The Python SDK fully supports deployments with limited or no internet connectivity with two distinct activation paths:

Offline activation: uses a file-exchange flow for environments with occasional or restricted connectivity

Air-gapped activation: uses a code-exchange flow for environments where no external data transfer is permitted

Both paths support local license validation with configurable grace periods, making the Python SDK suitable for data platforms with strict egress policies, on-premises automation deployments, and any scenario where persistent server connectivity cannot be guaranteed.

Demo Application

The SDK download package includes a demo application to help you get started quickly. The demo covers connecting to the LicenseSpring API, validating licenses, and retrieving licensing data with example code, required configuration files, and setup instructions included.

Get Help Integrating the Python SDK

Our developer support team can help you implement licensing quickly and correctly.

  • Full SDK documentation and API reference
  • Integration examples and demo applications
  • Direct technical support

Add Professional Licensing to Your Python Application

The LicenseSpring Python SDK gives you the infrastructure to protect your software, enforce licensing policies, and monetize Python applications and services across every environment you target.