Repository: iterative/dvc

Issue:
Allow for wildcard patterns in include and exclude params/metrics with dvc exp show
When using the `dvc exp show` command, you have the possibility to include and exclude both parameters and metrics using the arguments:
```
--include-params
--exclude-params
--include-metrics
--exclude-metrics
```

Instead of just providing an explicit list of parameters or metrics to include/exclude, it would be nice to have the possibility to select them using simple patterns using * as a wildcard

For example, in case I have a variety of different models  over time, each with their own test-set metrics json file I would now have to add the specific metric for each of the models I would like to see using `--include-metrics`.

With a wildcard, this could become:
```sh
dvc exp show --include-metrics-pattern "metrics/test*f1-score"
```
which would select all of the metrics that start with "metrics/test"  and end with "f1-score"

A `--exclude-metrics-pattern` argument could then be implemented in the same way. Also implementing the combination for parameters would allow for easily allowing to easily selecting only those parameters and metrics you want to have without having to put them all explicitly on the commandline

In theory, this could be extended to work not just with simple * wildcards but with complete regex patterns if needed.


Discussion:

Resolving patch:
diff --git a/dvc/command/experiments.py b/dvc/command/experiments.py
--- a/dvc/command/experiments.py
+++ b/dvc/command/experiments.py
@@ -3,7 +3,7 @@
 from collections import Counter, OrderedDict, defaultdict
 from collections.abc import Mapping
 from datetime import date, datetime
-from itertools import groupby
+from fnmatch import fnmatch
 from typing import Dict, Iterable, Optional
 
 import dvc.prompt as prompt
@@ -27,32 +27,23 @@ def _filter_name(names, label, filter_strs):
 
     for filter_s in filter_strs:
         path, _, name = filter_s.rpartition(":")
-        path_filters[path].append(tuple(name.split(".")))
+        path_filters[path].append(name)
 
     for path, filters in path_filters.items():
         if path:
             match_paths = [path]
         else:
             match_paths = names.keys()
-        for length, groups in groupby(filters, len):
-            for group in groups:
-                for match_path in match_paths:
-                    possible_names = [
-                        tuple(name.split(".")) for name in names[match_path]
-                    ]
-                    matches = [
-                        name
-                        for name in possible_names
-                        if name[:length] == group
-                    ]
-                    if not matches:
-                        name = ".".join(group)
-                        raise InvalidArgumentError(
-                            f"'{name}' does not match any known {label}"
-                        )
-                    ret[match_path].update(
-                        {".".join(match): None for match in matches}
+        for match_path in match_paths:
+            for f in filters:
+                matches = [
+                    name for name in names[match_path] if fnmatch(name, f)
+                ]
+                if not matches:
+                    raise InvalidArgumentError(
+                        f"'{f}' does not match any known {label}"
                     )
+                ret[match_path].update({match: None for match in matches})
 
     return ret
 
@@ -103,7 +94,6 @@ def _collect_names(all_experiments, **kwargs):
         for exp in experiments.values():
             _update_names(metric_names, exp.get("metrics", {}).items())
             _update_names(param_names, exp.get("params", {}).items())
-
     metric_names = _filter_names(
         metric_names,
         "metrics",


Test patch:
diff --git a/tests/func/experiments/test_show.py b/tests/func/experiments/test_show.py
--- a/tests/func/experiments/test_show.py
+++ b/tests/func/experiments/test_show.py
@@ -5,8 +5,11 @@
 import pytest
 from funcy import first
 
+from dvc.exceptions import InvalidArgumentError
 from dvc.main import main
 from dvc.repo.experiments.base import ExpRefInfo
+from dvc.utils.serialize import dump_yaml
+from tests.func.test_repro_multistage import COPY_SCRIPT
 
 
 def test_show_simple(tmp_dir, scm, dvc, exp_stage):
@@ -157,47 +160,156 @@ def test_show_checkpoint_branch(
     assert f"({branch_rev[:7]})" in cap.out
 
 
-def test_show_filter(tmp_dir, scm, dvc, exp_stage, capsys):
+@pytest.mark.parametrize(
+    "i_metrics,i_params,e_metrics,e_params,included,excluded",
+    [
+        (
+            "foo",
+            "foo",
+            None,
+            None,
+            ["foo"],
+            ["bar", "train/foo", "nested.foo"],
+        ),
+        (
+            None,
+            None,
+            "foo",
+            "foo",
+            ["bar", "train/foo", "nested.foo"],
+            ["foo"],
+        ),
+        (
+            "foo,bar",
+            "foo,bar",
+            None,
+            None,
+            ["foo", "bar"],
+            ["train/foo", "train/bar", "nested.foo", "nested.bar"],
+        ),
+        (
+            "metrics.yaml:foo,bar",
+            "params.yaml:foo,bar",
+            None,
+            None,
+            ["foo", "bar"],
+            ["train/foo", "train/bar", "nested.foo", "nested.bar"],
+        ),
+        (
+            "train/*",
+            "train/*",
+            None,
+            None,
+            ["train/foo", "train/bar"],
+            ["foo", "bar", "nested.foo", "nested.bar"],
+        ),
+        (
+            None,
+            None,
+            "train/*",
+            "train/*",
+            ["foo", "bar", "nested.foo", "nested.bar"],
+            ["train/foo", "train/bar"],
+        ),
+        (
+            "train/*",
+            "train/*",
+            "*foo",
+            "*foo",
+            ["train/bar"],
+            ["train/foo", "foo", "bar", "nested.foo", "nested.bar"],
+        ),
+        (
+            "nested.*",
+            "nested.*",
+            None,
+            None,
+            ["nested.foo", "nested.bar"],
+            ["foo", "bar", "train/foo", "train/bar"],
+        ),
+        (
+            None,
+            None,
+            "nested.*",
+            "nested.*",
+            ["foo", "bar", "train/foo", "train/bar"],
+            ["nested.foo", "nested.bar"],
+        ),
+        (
+            "*.*",
+            "*.*",
+            "*.bar",
+            "*.bar",
+            ["nested.foo"],
+            ["foo", "bar", "nested.bar", "train/foo", "train/bar"],
+        ),
+    ],
+)
+def test_show_filter(
+    tmp_dir,
+    scm,
+    dvc,
+    capsys,
+    i_metrics,
+    i_params,
+    e_metrics,
+    e_params,
+    included,
+    excluded,
+):
     capsys.readouterr()
-    assert (
-        main(
-            [
-                "exp",
-                "show",
-                "--no-pager",
-                "--no-timestamp",
-                "--include-metrics=foo",
-                "--include-params=foo",
-            ]
-        )
-        == 0
-    )
-    cap = capsys.readouterr()
-
     div = "│" if os.name == "nt" else "┃"
-    assert f"{div} foo {div} foo {div}" in cap.out
 
-    assert (
-        main(
-            [
-                "exp",
-                "show",
-                "--no-pager",
-                "--no-timestamp",
-                "--exclude-metrics=foo",
-                "--exclude-params=foo",
-            ]
-        )
-        == 0
+    tmp_dir.gen("copy.py", COPY_SCRIPT)
+    params_file = tmp_dir / "params.yaml"
+    params_data = {
+        "foo": 1,
+        "bar": 1,
+        "train/foo": 1,
+        "train/bar": 1,
+        "nested": {"foo": 1, "bar": 1},
+    }
+    dump_yaml(params_file, params_data)
+
+    dvc.run(
+        cmd="python copy.py params.yaml metrics.yaml",
+        metrics_no_cache=["metrics.yaml"],
+        params=["foo"],
+        name="copy-file",
+        deps=["copy.py"],
     )
+    scm.add(
+        [
+            "dvc.yaml",
+            "dvc.lock",
+            "copy.py",
+            "params.yaml",
+            "metrics.yaml",
+            ".gitignore",
+        ]
+    )
+    scm.commit("init")
+
+    command = ["exp", "show", "--no-pager", "--no-timestamp"]
+    if i_metrics is not None:
+        command.append(f"--include-metrics={i_metrics}")
+    if i_params is not None:
+        command.append(f"--include-params={i_params}")
+    if e_metrics is not None:
+        command.append(f"--exclude-metrics={e_metrics}")
+    if e_params is not None:
+        command.append(f"--exclude-params={e_params}")
+
+    assert main(command) == 0
     cap = capsys.readouterr()
 
-    assert f"{div} foo {div}" not in cap.out
+    for i in included:
+        assert f"{div} {i} {div}" in cap.out
+    for e in excluded:
+        assert f"{div} {e} {div}" not in cap.out
 
 
 def test_show_multiple_commits(tmp_dir, scm, dvc, exp_stage):
-    from dvc.exceptions import InvalidArgumentError
-
     init_rev = scm.get_rev()
     tmp_dir.scm_gen("file", "file", "commit")
     next_rev = scm.get_rev()