def diff(repo, *args, a_rev=None, b_rev=None, param_deps=False, **kwargs):
from dvc.repo.experiments.show import _collect_experiment_commit
from dvc.scm import resolve_rev
if repo.scm.no_commits:
return {}
if a_rev:
a_rev = fix_exp_head(repo.scm, a_rev)
rev = resolve_rev(repo.scm, a_rev)
old = _collect_experiment_commit(repo, rev, param_deps=param_deps)
else:
old = _collect_experiment_commit(
repo, fix_exp_head(repo.scm, "HEAD"), param_deps=param_deps
)
if b_rev:
b_rev = fix_exp_head(repo.scm, b_rev)
rev = resolve_rev(repo.scm, b_rev)
new = _collect_experiment_commit(repo, rev, param_deps=param_deps)
else:
new = _collect_experiment_commit(
repo, "workspace", param_deps=param_deps
)
with_unchanged = kwargs.pop("all", False)
return {
key: _diff(
format_dict(old.get("data", {}).get(key, {})),
format_dict(new.get("data", {}).get(key, {})),
with_unchanged=with_unchanged,
)
for key in ["metrics", "params"]
}
def diff(repo, *args, a_rev=None, b_rev=None, **kwargs):
from dvc.repo.experiments.show import _collect_experiment
if repo.scm.no_commits:
return {}
if a_rev:
with repo.experiments.chdir():
old = _collect_experiment(repo.experiments.exp_dvc, a_rev)
else:
old = _collect_experiment(repo, "HEAD")
if b_rev:
with repo.experiments.chdir():
new = _collect_experiment(repo.experiments.exp_dvc, b_rev)
else:
new = _collect_experiment(repo, "workspace")
with_unchanged = kwargs.pop("all", False)
return {
key: _diff(
format_dict(old[key]),
format_dict(new[key]),
with_unchanged=with_unchanged,
)
for key in ["metrics", "params"]
}
def diff(repo, *args, a_rev=None, b_rev=None, param_deps=False, **kwargs):
from dvc.repo.experiments.show import _collect_experiment_commit
if repo.scm.no_commits:
return {}
if a_rev:
rev = repo.scm.resolve_rev(a_rev)
old = _collect_experiment_commit(repo, rev, param_deps=param_deps)
else:
old = _collect_experiment_commit(repo, "HEAD", param_deps=param_deps)
if b_rev:
rev = repo.scm.resolve_rev(b_rev)
new = _collect_experiment_commit(repo, rev, param_deps=param_deps)
else:
new = _collect_experiment_commit(repo,
"workspace",
param_deps=param_deps)
with_unchanged = kwargs.pop("all", False)
return {
key: _diff(
format_dict(old[key]),
format_dict(new[key]),
with_unchanged=with_unchanged,
)
for key in ["metrics", "params"]
}
def diff(repo, *args, a_rev=None, b_rev=None, **kwargs):
with_unchanged = kwargs.pop("all", False)
old = _get_params(repo, *args, **kwargs, rev=(a_rev or "HEAD"))
new = _get_params(repo, *args, **kwargs, rev=b_rev)
return _diff(format_dict(old),
format_dict(new),
with_unchanged=with_unchanged)
def diff(repo, *args, a_rev=None, b_rev=None, **kwargs):
if repo.scm.no_commits:
return {}
with_unchanged = kwargs.pop("all", False)
old = _get_metrics(repo, *args, **kwargs, rev=(a_rev or "HEAD"))
new = _get_metrics(repo, *args, **kwargs, rev=b_rev)
return _diff(
format_dict(old), format_dict(new), with_unchanged=with_unchanged
)
def diff(repo, *args, a_rev=None, b_rev=None, **kwargs):
if repo.scm.no_commits:
return {}
with_unchanged = kwargs.pop("all", False)
a_rev = a_rev or "HEAD"
b_rev = b_rev or "workspace"
params = _get_params(repo, *args, **kwargs, revs=[a_rev, b_rev])
old = params.get(a_rev, {})
new = params.get(b_rev, {})
return _diff(format_dict(old),
format_dict(new),
with_unchanged=with_unchanged)
def diff(repo, *args, a_rev=None, b_rev=None, **kwargs):
if repo.scm.no_commits:
return {}
with_unchanged = kwargs.pop("all", False)
a_rev = a_rev or "HEAD"
a_rev = fix_exp_head(repo.scm, a_rev)
b_rev = fix_exp_head(repo.scm, b_rev) or "workspace"
metrics = _get_metrics(repo, *args, **kwargs, revs=[a_rev, b_rev])
old = metrics.get(a_rev, {})
new = metrics.get(b_rev, {})
return _diff(format_dict(old),
format_dict(new),
with_unchanged=with_unchanged)
