Uptimely Core
Uptimely Core is an open source Python package for declarative numerical analytics with complex dependencies at scale.
It describes analytics workflows in a specification similar to OpenAPI, uses a declarative model inspired by Kubernetes. The framework generates plans, graphs, and documentation from that specification.
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.
pip install uptimely-core
uptimely examples download
python examples/run_all.py
Read more from examples.
Explore the examples files, generated resources and modify for the needs of your own project.
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 specifications, compilation, dependencies, documentation, and engine. |
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.
Metadata
Release files for uptimely-core 0.1.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| uptimely_core-0.1.0.tar.gz | 84.8 kB | With provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| uptimely_core-0.1.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 205.3 kB
Release files / uptimely_core-0.1.0.tar.gz
| Download URL | uptimely_core-0.1.0.tar.gz |
|---|---|
| Size | 84.8 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
c185aead4117414f8f3071df17b2a494e0d1f62d6e5dfc091503e4b93b31de14
|
|
BLAKE2b-256 checksum How to use checksums |
0813f0b9195a3613bcfbc5a5f1813392b88df64ddb212a62c57ca3f39e66bbd7
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 14, 2026.
Transparency logRelease files / uptimely_core-0.1.0-py3-none-any.whl
| Download URL | uptimely_core-0.1.0-py3-none-any.whl |
|---|---|
| Size | 120.5 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
447b25d7042d9cb5659a96135c5ce115c4c27eed004265e8eaad7dd48cfcb517
|
|
BLAKE2b-256 checksum How to use checksums |
7e0805ab17f33c757966214beb95dd8d89dc5f0e978a8adbf018df9b476dd313
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 14, 2026.
Transparency logSecurity for uptimely-core 0.1.0
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
Full provenance
All 2 files in this release have been uploaded with provenance metadata.
Attestation for uptimely_core-0.1.0.tar.gz
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 14, 2026.
Transparency logA note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.