phases

CLI for pyPhases — scaffold projects with phases create and run pipelines with phases run.

Install

pip install phases

Quick start

phases create -o my-project   # interactive wizard
phases run TrainModel         # run a phase

Setup

pip install phases

create `project.yaml`

minimal

name: myProject
namespace: myGroup
phases:
    - name: Phase1
      description: my first phase
      exports: [myData]
    - name: Phase2
      description: my second phase

run with python myProject

complete

name: "sleepClassificationCNN"
namespace: tud.ibmt
exporter:
    - ObjectExporter
    - KerasExporter
phases:
    prepareData:
        - name: DataWrapper
          description: get EDF Data
          exports:
            - trainingRaw
            - validationRaw
            - evaluationRaw
        - name: EDF4SleepStages
          description: Prepare EDF Data for sleep stage recognition
          exports:
            - trainingTransformed
            - validationTransformed
    train:
        - name: SleepPhaseDetectionModel
          description: Create Model for sleep stage recognition
          exports:
            - model
    evaluate:
        - name: SleepPhaseDetectionModel
          description: Create Model for sleep stage recognition

Generate

phases create

Development

The generator will create stubs for each phase, exporter and generator that does not exists in the pyPhase-Package. The stubs are in the project folder and implement empty method that are required.

To implement your project, you only need to fill those methods. For the minimal example you need to fill the main-methods of Phase1 (myProject/phases/Phase1.py) and Phase2.

Execute

If you want to run the whole Project run: python [ProjectName] for the minimal example: python myProject

To run a single stage: python [ProjectName] [StageName] for the minimal example: python myProject stage2

additional files

doc/ placeholder for documentation
.editorconfig some settings for supporting IDE about File encoding and formats (see https://editorconfig.org/)
.gitignore some folders and files that should be ignored by git (see https://git-scm.com/docs/gitignore)
requirements.txt the python requirements (just pyPhases in an empty project)
README.md an Readme file
Dockerfile a simple dockerfile that can be used to run the project in a container (The FROM image should properly changed)
docker-compose.yml this is a helper to create and run the container. simply run docker-compose up or docker compose run --rm [projectname] [stagename]
.gitlab-ci.yml a Configuration for the Gitlab-CI Pipeline, that will be automaticly run if there is a push to gitlab

License
- OSI Approved :: MIT License
Operating System
- OS Independent
Programming Language
- Python :: 3

Release files for phases 1.7.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for phases 1.7.1
File	Size	Uploaded
phases-1.7.1.tar.gz	36.4 kB	Jun 30, 2026	Details

Release files / phases-1.7.1.tar.gz

Download URL	phases-1.7.1.tar.gz
Size	36.4 kB
Tags	Source
SHA-256 checksum How to use checksums	`8299bfd6045826decb6210b3f284f51ed01eba2ccf7a2c8b0a057df34098c535`
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Upload date	Jun 30, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.2.0 CPython/3.13.14`