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sensai-utils

library1.6.0pypypiunverified

sensai-utils is a Python library providing general-purpose utilities extracted from the larger sensAI project. It allows users to leverage various helper functions and classes (e.g., for caching, logging, data structures) without incurring the additional dependencies of the full sensAI library. The current version is 1.6.0, with minor version releases occurring regularly.

data observability workflow

pip install sensai-utils

github ↗package ↗

INSTALL

IMPORT

SIG · SENSAI-UTILS

sensai-utils

datapythonv1.6.0

Install

1.6s avg

Import

—

Disk

17MB

Pass rate

10/ 10

Env Coverage10 / 10

glibc

3.9–3.13

musl

3.9–3.13

Install & Compatibility

Where this runs

tested against v1.6.0 · pip install

no network on importno background threads

Install × environment matrix

Each cell = how many times install + import succeeded across repeated harness runs. Partial = flaky.
glibc = Debian/Ubuntu slim · musl = Alpine Linux

musl

py 3.10–3.920 runs

installs and imports cleanly · install 0.0s · import 0.000s · 18.7MB

glibc

py 3.10–3.920 runs

installs and imports cleanly · install 1.6s · import 0.000s · 19MB

17MB installed

● package 17MB

Code

Verified usage

Verified import paths — ran on the pinned version, not inferred.

configure

✓ from sensai.utils.logging import configure

✗ from sensai.utils.logging import configure

This quickstart demonstrates configuring the logging utility from `sensai.utils.logging`. It sets up a basic logger to write informational messages to a file.

from sensai.utils.logging import configure import logging import os # Configure a basic logger for demonstration log_file_path = os.path.join(os.getcwd(), 'sensai_utils_quickstart.log') configure(log_file_path=log_file_path, verbosity=logging.INFO) logger = logging.getLogger(__name__) logger.info('sensai-utils logging configured successfully!') print(f"Log messages written to: {log_file_path}")

Debug

Known issues

gotchaThe PyPI package name is `sensai-utils`, but the Python import path is `sensai.utils`. Attempting to import `sensai_utils` directly will result in an `ImportError`.

fix

Always use `from sensai.utils...` for imports.

affects: All versions

gotcha`sensai-utils` is a subset of the larger `sensAI` library, specifically designed to be used without `sensAI`'s full set of dependencies. While its utilities are general-purpose, for deep AI-related functionalities, consider installing the full `sensAI` library.

fix

Understand that `sensai-utils` is a standalone utility package; if you need AI-specific features, refer to the `sensAI` library documentation.

affects: All versions

gotchaDocumentation for `sensai-utils`'s `util` package is integrated into the main `sensAI` documentation. Users looking for detailed usage examples and API references should consult the `sensAI` documentation for the `util` package.

fix

Refer to the `sensAI` project's official documentation for comprehensive details on `sensai.utils` usage.

affects: All versions

Upgrade

Version history

1.6.0latest on PyPI · released Oct 20, 2025

Audit

Dependencies

No dependency data recorded yet.

Agent activity

22 hits · last 30 days

node

OpenAI (training)

Resources

githubhttps://github.com/opcode81/sensAI-utils ↗

packagehttps://pypi.org/project/sensai-utils/ ↗