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This release is a pre-release and may not be stable for production use.

Uptimely Core

Uptimely Core is an open source Python package for declarative numerical analytics with complex dependencies at scale.

Analytics definitions describe workflows in JSON, using a declarative model inspired by OpenAPI and Kubernetes. The compiler generates plans from the analytics; the package can also render dependency graphs and documentation.

Ships with simple engine and plans to integrate to common execution backends.

The package has been developed especially for industrial organizations working with cases such as machine telemetry, process analytics, failure prediction and factory optimization.

Currently the examples are built around batch processing. Streaming abstractions are not available yet.

Demo

Uptimely Core Demo

Read more at uptimely.ai website.

Quick start

Python 3.13 or newer is required. Install the package, download the examples and run.

With pip:

pip install uptimely-core
uptimely examples download --output examples
uptimely project build --project-root examples/pump_analytics
uptimely engine run --project-root examples/pump_analytics
uptimely explorer serve --project-root examples/pump_analytics

With Poetry, from your Poetry project:

poetry add uptimely-core
poetry run uptimely examples download --output examples
poetry run uptimely project build --project-root examples/pump_analytics
poetry run uptimely engine run --project-root examples/pump_analytics
poetry run uptimely explorer serve --project-root examples/pump_analytics

Documentation

Explore the documentation site.

Repository guide

Path Purpose
docs/ Architecture, specification, and development documentation.
examples/ Runnable examples and generated artifacts.
scripts/ Code snippets for repository management
src/uptimely/ Package implementation for analytics, compilation, dependencies, documentation, and execution.
tests/ Automated tests for the package and examples.

Development

See CONTRIBUTING.md for the full workflow.

License

Released under the MIT license. Contributions are welcome — see CONTRIBUTING.md.

Feedback

We are happy to hear development ideas, bug reports and other form of feedback.

Find the contact details from Uptimely website.

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