weasel_project_clone_and_run_workflow_from_template.py

1from weasel import project_run, project_clone
2from pathlib import Path
3
4# Define the project destination and the template to clone
5# (In this case, a spaCy project template hosted on GitHub)
6project_name = "pipelines/tagger_parser_ud"
7project_dir = Path("./my_project")
8
9# 1. Clone a project template
10project_clone(project_name, project_dir, repo="https://github.com/explosion/projects")
11
12# 2. Run a command defined in the project's project.yml
13# This assumes the project.yml has a 'setup' or 'install' command
14project_run(project_dir, "install")
15
16# 3. Execute a workflow (e.g., 'all' which typically handles data prep and training)
17project_run(project_dir, "all")