def run(self):
try:
metrics = self.repo.metrics.show(
self.args.targets,
all_branches=self.args.all_branches,
all_tags=self.args.all_tags,
all_commits=self.args.all_commits,
recursive=self.args.recursive,
)
except DvcException:
logger.exception("")
return 1
if self.args.json:
ui.write_json(metrics, default=encode_exception)
else:
from dvc.compare import show_metrics
show_metrics(
metrics,
markdown=self.args.markdown,
all_branches=self.args.all_branches,
all_tags=self.args.all_tags,
all_commits=self.args.all_commits,
precision=self.args.precision or DEFAULT_PRECISION,
round_digits=True,
)
return 0
def run(self):
from dvc.compare import show_metrics
if self.args.checkpoint_resume:
if self.args.reset:
raise InvalidArgumentError(
"--reset and --rev are mutually exclusive.")
if not (self.args.queue or self.args.tmp_dir):
raise InvalidArgumentError(
"--rev can only be used in conjunction with "
"--queue or --temp.")
if self.args.reset:
ui.write("Any existing checkpoints will be reset and re-run.")
results = self.repo.experiments.run(
name=self.args.name,
queue=self.args.queue,
run_all=self.args.run_all,
jobs=self.args.jobs,
params=self.args.set_param,
checkpoint_resume=self.args.checkpoint_resume,
reset=self.args.reset,
tmp_dir=self.args.tmp_dir,
machine=self.args.machine,
**self._repro_kwargs,
)
if self.args.metrics and results:
metrics = self.repo.metrics.show(revs=list(results))
metrics.pop("workspace", None)
show_metrics(metrics)
return 0
def test_metrics_show_md(capsys):
show_metrics(
{
"metrics.yaml": {
"x.b": {
"old": 5,
"new": 6
},
"a.d.e": {
"old": 3,
"new": 4,
"diff": 1
},
"a.b.c": {
"old": 1,
"new": 2,
"diff": 1
},
}
},
markdown=True,
)
out, _ = capsys.readouterr()
assert out == textwrap.dedent("""\
| Path | diff | new | old |
|--------|--------|-------|-------|
| x.b | - | 6 | 5 |
| a.d.e | 1 | 4 | 3 |
| a.b.c | 1 | 2 | 1 |
""")
def test_metrics_show_default(capsys):
show_metrics(
{
"metrics.yaml": {
"x.b": {
"old": 5,
"new": 6
},
"a.d.e": {
"old": 3,
"new": 4,
"diff": 1
},
"a.b.c": {
"old": 1,
"new": 2,
"diff": 1
},
}
}, )
out, _ = capsys.readouterr()
assert out == textwrap.dedent("""\
Path diff new old
x.b - 6 5
a.d.e 1 4 3
a.b.c 1 2 1
""")
def test_metrics_show_markdown(capsys):
show_metrics(
metrics={
"branch_1": {
"data": {
"metrics.json": {"data": {"b": {"ad": 1, "bc": 2}, "c": 4}}
}
},
"branch_2": {
"data": {
"metrics.json": {"data": {"a": 1, "b": {"ad": 3, "bc": 4}}}
}
},
"branch_3": {"error": YAMLFileCorruptedError("failed")},
},
all_branches=True,
markdown=True,
)
out, _ = capsys.readouterr()
assert out == textwrap.dedent(
"""\
| Revision | Path | a | b.ad | b.bc | c |
|------------|--------------|-----|--------|--------|-----|
| branch_1 | metrics.json | - | 1 | 2 | 4 |
| branch_2 | metrics.json | 1 | 3 | 4 | - |
"""
)
def test_metrics_show_default(capsys):
show_metrics(
metrics={
"branch_1": {
"data": {
"metrics.json": {"data": {"b": {"ad": 1, "bc": 2}, "c": 4}}
},
"error": Exception("Failed just a little bit"),
},
"branch_2": {
"data": {
"metrics.json": {"data": {"a": 1, "b": {"ad": 3, "bc": 4}}}
}
},
},
all_branches=True,
)
out, _ = capsys.readouterr()
assert out == textwrap.dedent(
"""\
Revision Path a b.ad b.bc c
branch_1 metrics.json - 1 2 4
branch_2 metrics.json 1 3 4 -
"""
)
def test_metrics_show_mocked(mocker, markdown):
ret = mocker.MagicMock()
m = mocker.patch("dvc.compare.metrics_table", return_value=ret)
show_metrics({}, markdown=markdown)
m.assert_called_once_with(
{},
all_branches=False,
all_tags=False,
all_commits=False,
precision=None,
round_digits=False,
)
ret.render.assert_called_once_with(markdown=markdown)
def run(self):
stages = self.repo.reproduce(**self._repro_kwargs)
if len(stages) == 0:
logger.info(CmdDataStatus.UP_TO_DATE_MSG)
else:
logger.info("Use `dvc push` to send your updates to "
"remote storage.")
if self.args.metrics:
from dvc.compare import show_metrics
metrics = self.repo.metrics.show()
show_metrics(metrics)
return 0
def run(self):
from dvc.ui import ui
stages = self.repo.reproduce(**self._common_kwargs,
**self._repro_kwargs)
if len(stages) == 0:
ui.write(CmdDataStatus.UP_TO_DATE_MSG)
else:
ui.write("Use `dvc push` to send your updates to remote storage.")
if self.args.metrics:
from dvc.compare import show_metrics
metrics = self.repo.metrics.show()
show_metrics(metrics)
return 0
def run(self):
try:
metrics = self.repo.metrics.show(
self.args.targets,
all_branches=self.args.all_branches,
all_tags=self.args.all_tags,
all_commits=self.args.all_commits,
recursive=self.args.recursive,
)
except DvcException:
logger.exception("")
return 1
if self.args.show_json:
import json
logger.info(json.dumps(metrics))
else:
from dvc.compare import show_metrics
# When `metrics` contains a `None` key, it means that some files
# specified as `targets` in `repo.metrics.show` didn't contain any
# metrics.
missing = metrics.pop(None, None)
if missing:
raise BadMetricError(missing)
show_metrics(
metrics,
markdown=self.args.show_md,
all_branches=self.args.all_branches,
all_tags=self.args.all_tags,
all_commits=self.args.all_commits,
precision=self.args.precision or DEFAULT_PRECISION,
round_digits=True,
)
return 0
