import pytest @pytest.fixture def repo_with_plots(tmp_dir, scm, dvc, run_copy_metrics): def make(): linear_v1 = [ {"x": 1, "y": 0.1}, {"x": 2, "y": 0.2}, {"x": 3, "y": 0.3}, ] confusion_v1 = [ {"actual": 0, "predicted": 1}, {"actual": 0, "predicted": 1}, {"actual": 1, "predicted": 0}, {"actual": 1, "predicted": 0}, ] image_v1 = b"content" (tmp_dir / "linear_src.json").dump_json(linear_v1) (tmp_dir / "confusion_src.json").dump_json(confusion_v1) (tmp_dir / "image_src.png").write_bytes(image_v1) scm.add(["linear_src.json", "confusion_src.json", "image_src.png"]) scm.commit("add data sources") run_copy_metrics( "linear_src.json", "linear.json", name="linear", plots=["linear.json"], commit="linear", ) run_copy_metrics( "confusion_src.json", "confusion.json", name="confusion", plots=["confusion.json"], commit="confusion", ) confusion_props = { "title": "confusion matrix", "x": "predicted", "y": "actual", "template": "confusion", } dvc.plots.modify("confusion.json", confusion_props) run_copy_metrics( "image_src.png", "image.png", name="image", plots=["image.png"], commit="image", ) scm.add(["dvc.yaml", "dvc.lock"]) scm.commit("commit dvc files") yield image_v1, linear_v1, confusion_v1, confusion_props linear_v2 = [ {"x": 1, "y": 0.2}, {"x": 2, "y": 0.3}, {"x": 3, "y": 0.4}, ] confusion_v2 = [ {"actual": 0, "predicted": 0}, {"actual": 0, "predicted": 0}, {"actual": 1, "predicted": 1}, {"actual": 1, "predicted": 1}, ] image_v2 = b"content2" (tmp_dir / "linear_src.json").dump_json(linear_v2) (tmp_dir / "confusion_src.json").dump_json(confusion_v2) (tmp_dir / "image_src.png").write_bytes(image_v2) dvc.reproduce() yield image_v2, linear_v2, confusion_v2, confusion_props return make