cf-basic-dev 0.2.5

Cogniflow development/test/benchmark step package.

cf-basic-dev

Cogniflow StepPackage for development-only, test, demo, and benchmark steps.

Steps

Step	Category	Description
cfbd:InlineSource	source	Generate deterministic pseudo-random vectors for quick test pipelines
cfbd:OpcuaPhSource	source	Read virtual pH/temperature demo values from an OPC-UA endpoint
cfbd:OmpReductionStep	analytical	Synthetic CPU benchmark step for OpenMP/internal parallelism
cfbd:BudgetAwareStep	analytical	Reference step that reports runtime thread budget hints

Notes

• These steps are intended for development, testing, demo, and benchmarking workflows.
• Production pipelines should prefer stable steps from cf-basic-io and cf-basic-signal.

Published distribution name:

pip install cf-basic-dev

Native build prerequisites

cf_basic_dev is built with scikit-build-core and CMake and requires the published step-tooling package at build time:

• CPython 3.14
• CMake on PATH
• a Windows C++ toolchain compatible with that CMake installation
• access to cf-step-tooling from the package index

The package-local CMake generates the signature header through python -m cf_step_tooling.siggen and copies the built plugin artifact into the installed package's bin/ directory.

Publishing

cf_basic_dev is published with the dedicated Windows workflow:

• Workflow: .github/workflows/cf_basic_dev_windows_publish.yml
• Package directory: sandcastle/cf_basic_steps/cf_basic_dev
• PyPI tag: cf-basic-dev-v<version>
• TestPyPI tag: cf-basic-dev-v<version>-test

Local preflight:

powershell -ExecutionPolicy Bypass -File scripts/mimic_windows_python_publish_workflow.ps1 `
  -WorkflowFile .github/workflows/cf_basic_dev_windows_publish.yml `
  -PackageDir sandcastle/cf_basic_steps/cf_basic_dev `
  -PythonExe py `
  -PythonVersion 3.14

Queue a dry-run dispatch:

powershell -ExecutionPolicy Bypass -File scripts/queue_windows_python_publish_workflow.ps1 `
  -WorkflowFile .github/workflows/cf_basic_dev_windows_publish.yml `
  -PackageDir sandcastle/cf_basic_steps/cf_basic_dev `
  -PublishTarget testpypi `
  -Ref main `
  -RequireLocalPass `
  -DryRun

Watch queued runs:

gh run list --workflow cf_basic_dev_windows_publish.yml --limit 10
gh run watch --exit-status