from interactive_pipe import interactive_pipeline, interactive
from library import (gen_color, modify_geometry, change_color,
                     compare_by_splitting, tutorial_pipeline)
# --------------------------------------------------------------


def add_interactivity():
    # Depending on the level of control you want,
    # you can add more or less controls to the pipeline
    interactive(
        ratio=(0.5, [0., 1.], "Side by Side comparison")
    )(compare_by_splitting)
    interactive(
        bnw=(True, "Black and White")
    )(change_color)
    interactive(
        effect=("flip", ["flip", "mirror", "flip+mirror", "identity"])
    )(modify_geometry)
    interactive(
        frequency=(80, [1, 100]),
        isotropy=(0.8, [0.1, 1.])
    )(gen_color)


def run_interactive_pipeline(backend="gradio", markdown_description="# Tutorial"):
    add_interactivity()
    playable_tutorial_pipeline = interactive_pipeline(
        gui=backend,
        cache=True,
        markdown_description=markdown_description
    )(tutorial_pipeline)
    playable_tutorial_pipeline()