mirror of
https://github.com/Stone-Red-Code/dvc.git
synced 2026-11-05 23:09:32 +01:00
Saugat Pachhai
99b58d3d05
* refactor multistage load for params and outputs * tests: load params * tests: output loading from pipeline file * fix test * fix typo in name * split params load * rename params func s/inject_values/fill_values * fix tests * simplify loads_params and output.load_from_pipeline * address @pared's suggestions for tests
110 lines
3.0 KiB
Python
110 lines
3.0 KiB
Python
import pytest
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import yaml
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from dvc.dependency import ParamsDependency, loadd_from, loads_params
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from dvc.dependency.param import BadParamFileError, MissingParamsError
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from dvc.stage import Stage
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PARAMS = {
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"foo": 1,
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"bar": 53.135,
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"baz": "str",
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"qux": None,
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}
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def test_loads_params(dvc):
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stage = Stage(dvc)
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deps = loads_params(
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stage,
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[
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"foo",
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"bar",
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{"a_file": ["baz", "bat"]},
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{"b_file": ["cat"]},
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{},
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{"a_file": ["foobar"]},
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],
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)
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assert len(deps) == 3
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assert isinstance(deps[0], ParamsDependency)
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assert deps[0].def_path == ParamsDependency.DEFAULT_PARAMS_FILE
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assert deps[0].params == ["foo", "bar"]
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assert deps[0].info == {}
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assert isinstance(deps[1], ParamsDependency)
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assert deps[1].def_path == "a_file"
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assert deps[1].params == ["baz", "bat", "foobar"]
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assert deps[1].info == {}
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assert isinstance(deps[2], ParamsDependency)
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assert deps[2].def_path == "b_file"
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assert deps[2].params == ["cat"]
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assert deps[2].info == {}
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@pytest.mark.parametrize("params", [[3], [{"b_file": "cat"}]])
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def test_params_error(dvc, params):
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with pytest.raises(ValueError):
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loads_params(Stage(dvc), params)
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def test_loadd_from(dvc):
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stage = Stage(dvc)
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deps = loadd_from(stage, [{"params": PARAMS}])
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assert len(deps) == 1
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assert isinstance(deps[0], ParamsDependency)
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assert deps[0].def_path == ParamsDependency.DEFAULT_PARAMS_FILE
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assert deps[0].params == list(PARAMS.keys())
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assert deps[0].info == PARAMS
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def test_dumpd_with_info(dvc):
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dep = ParamsDependency(Stage(dvc), None, PARAMS)
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assert dep.dumpd() == {
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"path": "params.yaml",
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"params": PARAMS,
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}
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def test_dumpd_without_info(dvc):
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dep = ParamsDependency(Stage(dvc), None, list(PARAMS.keys()))
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assert dep.dumpd() == {
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"path": "params.yaml",
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"params": list(PARAMS.keys()),
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}
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def test_read_params_nonexistent_file(dvc):
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dep = ParamsDependency(Stage(dvc), None, ["foo"])
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assert dep.read_params() == {}
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def test_read_params_unsupported_format(tmp_dir, dvc):
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tmp_dir.gen("params.yaml", b"\0\1\2\3\4\5\6\7")
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dep = ParamsDependency(Stage(dvc), None, ["foo"])
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with pytest.raises(BadParamFileError):
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dep.read_params()
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def test_read_params_nested(tmp_dir, dvc):
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tmp_dir.gen(
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"params.yaml", yaml.dump({"some": {"path": {"foo": ["val1", "val2"]}}})
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)
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dep = ParamsDependency(Stage(dvc), None, ["some.path.foo"])
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assert dep.read_params() == {"some.path.foo": ["val1", "val2"]}
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def test_save_info_missing_config(dvc):
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dep = ParamsDependency(Stage(dvc), None, ["foo"])
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with pytest.raises(MissingParamsError):
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dep.save_info()
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def test_save_info_missing_param(tmp_dir, dvc):
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tmp_dir.gen("params.yaml", "bar: baz")
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dep = ParamsDependency(Stage(dvc), None, ["foo"])
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with pytest.raises(MissingParamsError):
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dep.save_info()
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