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
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.
1 maintainer
Metadata
1 maintainer
Release files for uptimely-core 0.4.0
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Total release size: 257.5 kB
Release files / uptimely_core-0.4.0.tar.gz
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