Files
dvc/tests/func/test_dvcfile.py
T
Saugat PachhaiandRuslan Kuprieiev 1937527249 dvc: implement multistage dvcfile (#3676)
* dvc: use lockfile as yaml instead of json

* refactor Dvcfile into Pipeline file and Single stage file

* fix tests

* dvc: fix outputs

* add more tests for collection of outputs

* add tests for data cloud/get/import/ls

* tests: test for checkouts

* Allow other checksums other than md5

* tests: use iterdir instead of os.listdir

* cleanup errors reported by cc and ds

* utils: throw DvcException instead of plain Exception

* tests: use yaml.load instead of json.load

* run: split assignments

* Update dvc/stage/exceptions.py

Co-authored-by: Ruslan Kuprieiev <[email protected]>
2020-04-28 13:36:05 +03:00

184 lines
5.3 KiB
Python

import pytest
from dvc.dvcfile import Dvcfile, PIPELINE_FILE
from dvc.stage.loader import StageNotFound
from dvc.stage.exceptions import (
StageFileDoesNotExistError,
StageNameUnspecified,
)
def test_run_load_one_for_multistage(tmp_dir, dvc):
tmp_dir.gen("foo", "foo")
stage1 = dvc.run(
cmd="cp foo foo2",
deps=["foo"],
name="copy-foo-foo2",
outs_persist_no_cache=["foo2"],
always_changed=True,
)
stage2 = Dvcfile(dvc, PIPELINE_FILE).stages["copy-foo-foo2"]
assert stage1 == stage2
foo_out = stage2.outs[0]
assert stage2.cmd == "cp foo foo2"
assert stage2.name == "copy-foo-foo2"
assert foo_out.def_path == "foo2"
assert foo_out.persist
assert not foo_out.use_cache
assert stage2.deps[0].def_path == "foo"
assert dvc.reproduce(":copy-foo-foo2")
def test_run_load_one_for_multistage_non_existing(tmp_dir, dvc):
with pytest.raises(StageFileDoesNotExistError):
assert Dvcfile(dvc, PIPELINE_FILE).stages.get("copy-foo-foo2")
def test_run_load_one_for_multistage_non_existing_stage_name(tmp_dir, dvc):
tmp_dir.gen("foo", "foo")
stage = dvc.run(
cmd="cp foo foo2",
deps=["foo"],
name="copy-foo-foo2",
metrics=["foo2"],
always_changed=True,
)
with pytest.raises(StageNotFound):
assert Dvcfile(dvc, stage.path).stages["random-name"]
def test_run_load_one_on_single_stage(tmp_dir, dvc):
tmp_dir.gen("foo", "foo")
stage = dvc.run(
cmd="cp foo foo2", deps=["foo"], metrics=["foo2"], always_changed=True,
)
assert Dvcfile(dvc, stage.path).stages.get("random-name")
assert Dvcfile(dvc, stage.path).stage
def test_has_stage_with_name(tmp_dir, dvc):
tmp_dir.gen("foo", "foo")
dvc.run(
cmd="cp foo foo2",
deps=["foo"],
name="copy-foo-foo2",
metrics=["foo2"],
always_changed=True,
)
dvcfile = Dvcfile(dvc, PIPELINE_FILE)
assert "copy-foo-foo2" in dvcfile.stages
assert "copy" not in dvcfile.stages
def test_load_all_multistage(tmp_dir, dvc):
tmp_dir.gen("foo", "foo")
stage1 = dvc.run(
cmd="cp foo foo2",
deps=["foo"],
name="copy-foo-foo2",
metrics=["foo2"],
always_changed=True,
)
stages = Dvcfile(dvc, PIPELINE_FILE).stages.values()
assert len(stages) == 1
assert list(stages) == [stage1]
tmp_dir.gen("bar", "bar")
stage2 = dvc.run(
cmd="cp bar bar2",
deps=["bar"],
name="copy-bar-bar2",
metrics=["bar2"],
always_changed=True,
)
assert set(Dvcfile(dvc, PIPELINE_FILE).stages.values()) == {stage2, stage1}
def test_load_all_singlestage(tmp_dir, dvc):
tmp_dir.gen("foo", "foo")
stage1 = dvc.run(
cmd="cp foo foo2", deps=["foo"], metrics=["foo2"], always_changed=True,
)
stages = Dvcfile(dvc, "foo2.dvc").stages.values()
assert len(stages) == 1
assert list(stages) == [stage1]
def test_load_singlestage(tmp_dir, dvc):
tmp_dir.gen("foo", "foo")
stage1 = dvc.run(
cmd="cp foo foo2", deps=["foo"], metrics=["foo2"], always_changed=True,
)
assert Dvcfile(dvc, "foo2.dvc").stage == stage1
def test_try_get_single_stage_from_pipeline_file(tmp_dir, dvc):
from dvc.dvcfile import DvcException
tmp_dir.gen("foo", "foo")
dvc.run(
cmd="cp foo foo2",
deps=["foo"],
name="copy-foo-foo2",
metrics=["foo2"],
always_changed=True,
)
with pytest.raises(DvcException):
assert Dvcfile(dvc, PIPELINE_FILE).stage
def test_stage_collection(tmp_dir, dvc):
tmp_dir.gen(
{
"dir": {"file1": "file1", "file2": "file2"},
"foo": "foo",
"bar": "bar",
}
)
(stage1,) = dvc.add("dir")
stage2 = dvc.run(
cmd="cp foo foo2",
deps=["foo"],
name="copy-foo-foo2",
metrics=["foo2"],
always_changed=True,
)
stage3 = dvc.run(
cmd="cp bar bar2", deps=["bar"], metrics=["bar2"], always_changed=True,
)
assert {s for s in dvc.stages} == {stage1, stage3, stage2}
def test_stage_filter(tmp_dir, dvc, run_copy):
tmp_dir.gen("foo", "foo")
stage1 = run_copy("foo", "bar", name="copy-foo-bar")
stage2 = run_copy("bar", "bax", name="copy-bar-bax")
stage3 = run_copy("bax", "baz", name="copy-bax-baz")
stages = Dvcfile(dvc, PIPELINE_FILE).stages
assert set(stages.filter(None).values()) == {
stage1,
stage2,
stage3,
}
assert set(stages.filter("copy-bar-bax").values()) == {stage2}
assert stages.filter("copy-bar-bax").get("copy-bar-bax") == stage2
with pytest.raises(StageNameUnspecified):
stages.get(None)
with pytest.raises(StageNotFound):
assert stages["unknown"]
with pytest.raises(StageNotFound):
assert stages.filter("unknown")
def test_stage_filter_in_singlestage_file(tmp_dir, dvc, run_copy):
tmp_dir.gen("foo", "foo")
stage = run_copy("foo", "bar")
dvcfile = Dvcfile(dvc, stage.path)
assert set(dvcfile.stages.filter(None).values()) == {stage}
assert dvcfile.stages.filter(None).get(None) == stage
assert dvcfile.stages.filter("copy-bar-bax").get("copy-bar-bax") == stage
assert dvcfile.stages.filter("copy-bar-bax").get(None) == stage
assert set(dvcfile.stages.filter("unknown").values()) == {stage}